Direct inference and control of genetic population structure from RNA sequencing data Article Swipe
Muhamad Fachrul
,
Abhilasha Karkey
,
Mila Shakya
,
Louise M. Judd
,
Taylor Harshegyi
,
Kar Seng Sim
,
Susan Tonks
,
Sabina Dongol
,
Rajendra Shrestha
,
Agus Salim
,
Anup Adhikari
,
Happy Banda
,
Christoph J. Blohmke
,
Thomas C. Darton
,
Yama F Mujadidi
,
Maheshwar Ghimire
,
Jennifer Hill
,
Tran Do Hoang Nhu
,
Tikhala Makhaza Jere
,
Moses Kamzati
,
Yu-Han Kao
,
Clemens Masesa
,
Maurice Mbewe
,
Harrison Msuku
,
Patrick Munthali
,
Tran Vu Thieu Nga
,
Rose Nkhata
,
Neil J. Saad
,
Trinh Van Tan
,
Deus Thindwa
,
Farhana Khanam
,
James Meiring
,
John D. Clemens
,
Gordon Dougan
,
Virginia E. Pitzer
,
Firdausi Qadri
,
Robert S. Heyderman
,
Melita A. Gordon
,
Merryn Voysey
,
Stephen Baker
,
Andrew J. Pollard
,
Chiea Chuen Khor
,
Christiane Dolecek
,
Buddha Basnyat
,
Sarah J. Dunstan
,
Kathryn E. Holt
,
Michael Inouye
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1038/s42003-023-05171-9
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1038/s42003-023-05171-9
RNAseq data can be used to infer genetic variants, yet its use for estimating genetic population structure remains underexplored. Here, we construct a freely available computational tool (RGStraP) to estimate RNAseq-based genetic principal components (RG-PCs) and assess whether RG-PCs can be used to control for population structure in gene expression analyses. Using whole blood samples from understudied Nepalese populations and the Geuvadis study, we show that RG-PCs had comparable results to paired array-based genotypes, with high genotype concordance and high correlations of genetic principal components, capturing subpopulations within the dataset. In differential gene expression analysis, we found that inclusion of RG-PCs as covariates reduced test statistic inflation. Our paper demonstrates that genetic population structure can be directly inferred and controlled for using RNAseq data, thus facilitating improved retrospective and future analyses of transcriptomic data.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1038/s42003-023-05171-9
- https://www.nature.com/articles/s42003-023-05171-9.pdf
- OA Status
- gold
- Cited By
- 7
- References
- 41
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4385483301
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4385483301Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1038/s42003-023-05171-9Digital Object Identifier
- Title
-
Direct inference and control of genetic population structure from RNA sequencing dataWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-08-02Full publication date if available
- Authors
-
Muhamad Fachrul, Abhilasha Karkey, Mila Shakya, Louise M. Judd, Taylor Harshegyi, Kar Seng Sim, Susan Tonks, Sabina Dongol, Rajendra Shrestha, Agus Salim, Anup Adhikari, Happy Banda, Christoph J. Blohmke, Thomas C. Darton, Yama F Mujadidi, Maheshwar Ghimire, Jennifer Hill, Tran Do Hoang Nhu, Tikhala Makhaza Jere, Moses Kamzati, Yu-Han Kao, Clemens Masesa, Maurice Mbewe, Harrison Msuku, Patrick Munthali, Tran Vu Thieu Nga, Rose Nkhata, Neil J. Saad, Trinh Van Tan, Deus Thindwa, Farhana Khanam, James Meiring, John D. Clemens, Gordon Dougan, Virginia E. Pitzer, Firdausi Qadri, Robert S. Heyderman, Melita A. Gordon, Merryn Voysey, Stephen Baker, Andrew J. Pollard, Chiea Chuen Khor, Christiane Dolecek, Buddha Basnyat, Sarah J. Dunstan, Kathryn E. Holt, Michael InouyeList of authors in order
- Landing page
-
https://doi.org/10.1038/s42003-023-05171-9Publisher landing page
- PDF URL
-
https://www.nature.com/articles/s42003-023-05171-9.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://www.nature.com/articles/s42003-023-05171-9.pdfDirect OA link when available
- Concepts
-
Principal component analysis, Population, Inference, Biology, Computational biology, Concordance, Genetics, Genotype, Statistic, Gene, Computer science, Statistics, Artificial intelligence, Mathematics, Medicine, Environmental healthTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
7Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 4, 2024: 2, 2023: 1Per-year citation counts (last 5 years)
- References (count)
-
41Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4385483301 |
|---|---|
| doi | https://doi.org/10.1038/s42003-023-05171-9 |
| ids.doi | https://doi.org/10.1038/s42003-023-05171-9 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/37532769 |
| ids.openalex | https://openalex.org/W4385483301 |
| fwci | 1.29969285 |
| mesh[0].qualifier_ui | |
| mesh[0].descriptor_ui | D006801 |
| mesh[0].is_major_topic | False |
| mesh[0].qualifier_name | |
| mesh[0].descriptor_name | Humans |
| mesh[1].qualifier_ui | |
| mesh[1].descriptor_ui | D012189 |
| mesh[1].is_major_topic | False |
| mesh[1].qualifier_name | |
| mesh[1].descriptor_name | Retrospective Studies |
| mesh[2].qualifier_ui | |
| mesh[2].descriptor_ui | D005828 |
| mesh[2].is_major_topic | True |
| mesh[2].qualifier_name | |
| mesh[2].descriptor_name | Genetics, Population |
| mesh[3].qualifier_ui | |
| mesh[3].descriptor_ui | D005838 |
| mesh[3].is_major_topic | False |
| mesh[3].qualifier_name | |
| mesh[3].descriptor_name | Genotype |
| mesh[4].qualifier_ui | |
| mesh[4].descriptor_ui | D001483 |
| mesh[4].is_major_topic | False |
| mesh[4].qualifier_name | |
| mesh[4].descriptor_name | Base Sequence |
| mesh[5].qualifier_ui | |
| mesh[5].descriptor_ui | D017423 |
| mesh[5].is_major_topic | False |
| mesh[5].qualifier_name | |
| mesh[5].descriptor_name | Sequence Analysis, RNA |
| mesh[6].qualifier_ui | |
| mesh[6].descriptor_ui | D006801 |
| mesh[6].is_major_topic | False |
| mesh[6].qualifier_name | |
| mesh[6].descriptor_name | Humans |
| mesh[7].qualifier_ui | |
| mesh[7].descriptor_ui | D012189 |
| mesh[7].is_major_topic | False |
| mesh[7].qualifier_name | |
| mesh[7].descriptor_name | Retrospective Studies |
| mesh[8].qualifier_ui | |
| mesh[8].descriptor_ui | D005828 |
| mesh[8].is_major_topic | True |
| mesh[8].qualifier_name | |
| mesh[8].descriptor_name | Genetics, Population |
| mesh[9].qualifier_ui | |
| mesh[9].descriptor_ui | D005838 |
| mesh[9].is_major_topic | False |
| mesh[9].qualifier_name | |
| mesh[9].descriptor_name | Genotype |
| mesh[10].qualifier_ui | |
| mesh[10].descriptor_ui | D001483 |
| mesh[10].is_major_topic | False |
| mesh[10].qualifier_name | |
| mesh[10].descriptor_name | Base Sequence |
| mesh[11].qualifier_ui | |
| mesh[11].descriptor_ui | D017423 |
| mesh[11].is_major_topic | False |
| mesh[11].qualifier_name | |
| mesh[11].descriptor_name | Sequence Analysis, RNA |
| mesh[12].qualifier_ui | |
| mesh[12].descriptor_ui | D006801 |
| mesh[12].is_major_topic | False |
| mesh[12].qualifier_name | |
| mesh[12].descriptor_name | Humans |
| mesh[13].qualifier_ui | |
| mesh[13].descriptor_ui | D012189 |
| mesh[13].is_major_topic | False |
| mesh[13].qualifier_name | |
| mesh[13].descriptor_name | Retrospective Studies |
| mesh[14].qualifier_ui | |
| mesh[14].descriptor_ui | D005828 |
| mesh[14].is_major_topic | True |
| mesh[14].qualifier_name | |
| mesh[14].descriptor_name | Genetics, Population |
| mesh[15].qualifier_ui | |
| mesh[15].descriptor_ui | D005838 |
| mesh[15].is_major_topic | False |
| mesh[15].qualifier_name | |
| mesh[15].descriptor_name | Genotype |
| mesh[16].qualifier_ui | |
| mesh[16].descriptor_ui | D001483 |
| mesh[16].is_major_topic | False |
| mesh[16].qualifier_name | |
| mesh[16].descriptor_name | Base Sequence |
| mesh[17].qualifier_ui | |
| mesh[17].descriptor_ui | D017423 |
| mesh[17].is_major_topic | False |
| mesh[17].qualifier_name | |
| mesh[17].descriptor_name | Sequence Analysis, RNA |
| type | article |
| title | Direct inference and control of genetic population structure from RNA sequencing data |
| awards[0].id | https://openalex.org/G8666890344 |
| awards[0].funder_id | https://openalex.org/F4320311904 |
| awards[0].display_name | Wellcome Trust Sanger Institute - generic account for deposition of all core- funded research papers |
| awards[0].funder_award_id | 098051 |
| awards[0].funder_display_name | Wellcome Trust |
| awards[1].id | https://openalex.org/G2424152919 |
| awards[1].funder_id | https://openalex.org/F4320319992 |
| awards[1].display_name | |
| awards[1].funder_award_id | RG/18/13/33946 |
| awards[1].funder_display_name | British Heart Foundation |
| awards[2].id | https://openalex.org/G185707115 |
| awards[2].funder_id | https://openalex.org/F4320334705 |
| awards[2].display_name | |
| awards[2].funder_award_id | APP1101728 |
| awards[2].funder_display_name | National Health and Medical Research Council |
| awards[3].id | https://openalex.org/G68806316 |
| awards[3].funder_id | https://openalex.org/F4320307874 |
| awards[3].display_name | |
| awards[3].funder_award_id | 106158/Z/14/Z |
| awards[3].funder_display_name | Wellcome |
| biblio.issue | 1 |
| biblio.volume | 6 |
| biblio.last_page | 804 |
| biblio.first_page | 804 |
| topics[0].id | https://openalex.org/T10015 |
| topics[0].field.id | https://openalex.org/fields/13 |
| topics[0].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[0].score | 0.9975000023841858 |
| topics[0].domain.id | https://openalex.org/domains/1 |
| topics[0].domain.display_name | Life Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1312 |
| topics[0].subfield.display_name | Molecular Biology |
| topics[0].display_name | Genomics and Phylogenetic Studies |
| topics[1].id | https://openalex.org/T10012 |
| topics[1].field.id | https://openalex.org/fields/13 |
| topics[1].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[1].score | 0.9958000183105469 |
| topics[1].domain.id | https://openalex.org/domains/1 |
| topics[1].domain.display_name | Life Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1311 |
| topics[1].subfield.display_name | Genetics |
| topics[1].display_name | Genetic diversity and population structure |
| topics[2].id | https://openalex.org/T10261 |
| topics[2].field.id | https://openalex.org/fields/13 |
| topics[2].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[2].score | 0.9919000267982483 |
| topics[2].domain.id | https://openalex.org/domains/1 |
| topics[2].domain.display_name | Life Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1311 |
| topics[2].subfield.display_name | Genetics |
| topics[2].display_name | Genetic Associations and Epidemiology |
| funders[0].id | https://openalex.org/F4320307874 |
| funders[0].ror | https://ror.org/029chgv08 |
| funders[0].display_name | Wellcome |
| funders[1].id | https://openalex.org/F4320311904 |
| funders[1].ror | https://ror.org/029chgv08 |
| funders[1].display_name | Wellcome Trust |
| funders[2].id | https://openalex.org/F4320312850 |
| funders[2].ror | |
| funders[2].display_name | Scottish Government Health and Social Care Directorate |
| funders[3].id | https://openalex.org/F4320319992 |
| funders[3].ror | https://ror.org/02wdwnk04 |
| funders[3].display_name | British Heart Foundation |
| funders[4].id | https://openalex.org/F4320322858 |
| funders[4].ror | https://ror.org/02xvc5r05 |
| funders[4].display_name | State Government of Victoria |
| funders[5].id | https://openalex.org/F4320334705 |
| funders[5].ror | https://ror.org/011kf5r70 |
| funders[5].display_name | National Health and Medical Research Council |
| is_xpac | False |
| apc_list.value | 2680 |
| apc_list.currency | EUR |
| apc_list.value_usd | 2890 |
| apc_paid.value | 2680 |
| apc_paid.currency | EUR |
| apc_paid.value_usd | 2890 |
| concepts[0].id | https://openalex.org/C27438332 |
| concepts[0].level | 2 |
| concepts[0].score | 0.6045562624931335 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q2873 |
| concepts[0].display_name | Principal component analysis |
| concepts[1].id | https://openalex.org/C2908647359 |
| concepts[1].level | 2 |
| concepts[1].score | 0.5577772855758667 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q2625603 |
| concepts[1].display_name | Population |
| concepts[2].id | https://openalex.org/C2776214188 |
| concepts[2].level | 2 |
| concepts[2].score | 0.5453651547431946 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q408386 |
| concepts[2].display_name | Inference |
| concepts[3].id | https://openalex.org/C86803240 |
| concepts[3].level | 0 |
| concepts[3].score | 0.5425511002540588 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q420 |
| concepts[3].display_name | Biology |
| concepts[4].id | https://openalex.org/C70721500 |
| concepts[4].level | 1 |
| concepts[4].score | 0.5031933188438416 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q177005 |
| concepts[4].display_name | Computational biology |
| concepts[5].id | https://openalex.org/C160798450 |
| concepts[5].level | 2 |
| concepts[5].score | 0.4789988696575165 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q4230870 |
| concepts[5].display_name | Concordance |
| concepts[6].id | https://openalex.org/C54355233 |
| concepts[6].level | 1 |
| concepts[6].score | 0.47801291942596436 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q7162 |
| concepts[6].display_name | Genetics |
| concepts[7].id | https://openalex.org/C135763542 |
| concepts[7].level | 3 |
| concepts[7].score | 0.4510594308376312 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q106016 |
| concepts[7].display_name | Genotype |
| concepts[8].id | https://openalex.org/C89128539 |
| concepts[8].level | 2 |
| concepts[8].score | 0.434704065322876 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q1949963 |
| concepts[8].display_name | Statistic |
| concepts[9].id | https://openalex.org/C104317684 |
| concepts[9].level | 2 |
| concepts[9].score | 0.34485098719596863 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q7187 |
| concepts[9].display_name | Gene |
| concepts[10].id | https://openalex.org/C41008148 |
| concepts[10].level | 0 |
| concepts[10].score | 0.31513816118240356 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[10].display_name | Computer science |
| concepts[11].id | https://openalex.org/C105795698 |
| concepts[11].level | 1 |
| concepts[11].score | 0.2739640474319458 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q12483 |
| concepts[11].display_name | Statistics |
| concepts[12].id | https://openalex.org/C154945302 |
| concepts[12].level | 1 |
| concepts[12].score | 0.15710929036140442 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[12].display_name | Artificial intelligence |
| concepts[13].id | https://openalex.org/C33923547 |
| concepts[13].level | 0 |
| concepts[13].score | 0.11864933371543884 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q395 |
| concepts[13].display_name | Mathematics |
| concepts[14].id | https://openalex.org/C71924100 |
| concepts[14].level | 0 |
| concepts[14].score | 0.08121106028556824 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[14].display_name | Medicine |
| concepts[15].id | https://openalex.org/C99454951 |
| concepts[15].level | 1 |
| concepts[15].score | 0.0 |
| concepts[15].wikidata | https://www.wikidata.org/wiki/Q932068 |
| concepts[15].display_name | Environmental health |
| keywords[0].id | https://openalex.org/keywords/principal-component-analysis |
| keywords[0].score | 0.6045562624931335 |
| keywords[0].display_name | Principal component analysis |
| keywords[1].id | https://openalex.org/keywords/population |
| keywords[1].score | 0.5577772855758667 |
| keywords[1].display_name | Population |
| keywords[2].id | https://openalex.org/keywords/inference |
| keywords[2].score | 0.5453651547431946 |
| keywords[2].display_name | Inference |
| keywords[3].id | https://openalex.org/keywords/biology |
| keywords[3].score | 0.5425511002540588 |
| keywords[3].display_name | Biology |
| keywords[4].id | https://openalex.org/keywords/computational-biology |
| keywords[4].score | 0.5031933188438416 |
| keywords[4].display_name | Computational biology |
| keywords[5].id | https://openalex.org/keywords/concordance |
| keywords[5].score | 0.4789988696575165 |
| keywords[5].display_name | Concordance |
| keywords[6].id | https://openalex.org/keywords/genetics |
| keywords[6].score | 0.47801291942596436 |
| keywords[6].display_name | Genetics |
| keywords[7].id | https://openalex.org/keywords/genotype |
| keywords[7].score | 0.4510594308376312 |
| keywords[7].display_name | Genotype |
| keywords[8].id | https://openalex.org/keywords/statistic |
| keywords[8].score | 0.434704065322876 |
| keywords[8].display_name | Statistic |
| keywords[9].id | https://openalex.org/keywords/gene |
| keywords[9].score | 0.34485098719596863 |
| keywords[9].display_name | Gene |
| keywords[10].id | https://openalex.org/keywords/computer-science |
| keywords[10].score | 0.31513816118240356 |
| keywords[10].display_name | Computer science |
| keywords[11].id | https://openalex.org/keywords/statistics |
| keywords[11].score | 0.2739640474319458 |
| keywords[11].display_name | Statistics |
| keywords[12].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[12].score | 0.15710929036140442 |
| keywords[12].display_name | Artificial intelligence |
| keywords[13].id | https://openalex.org/keywords/mathematics |
| keywords[13].score | 0.11864933371543884 |
| keywords[13].display_name | Mathematics |
| keywords[14].id | https://openalex.org/keywords/medicine |
| keywords[14].score | 0.08121106028556824 |
| keywords[14].display_name | Medicine |
| language | en |
| locations[0].id | doi:10.1038/s42003-023-05171-9 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4210225776 |
| locations[0].source.issn | 2399-3642 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2399-3642 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Communications Biology |
| locations[0].source.host_organization | https://openalex.org/P4310319908 |
| locations[0].source.host_organization_name | Nature Portfolio |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310319908, https://openalex.org/P4310319965 |
| locations[0].source.host_organization_lineage_names | Nature Portfolio, Springer Nature |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://www.nature.com/articles/s42003-023-05171-9.pdf |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Communications Biology |
| locations[0].landing_page_url | https://doi.org/10.1038/s42003-023-05171-9 |
| locations[1].id | pmid:37532769 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306525036 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PubMed |
| locations[1].source.host_organization | https://openalex.org/I1299303238 |
| locations[1].source.host_organization_name | National Institutes of Health |
| locations[1].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | |
| locations[1].license_id | |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | Communications biology |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/37532769 |
| locations[2].id | pmh:oai:pubmedcentral.nih.gov:10397182 |
| locations[2].is_oa | True |
| locations[2].source.id | https://openalex.org/S2764455111 |
| locations[2].source.issn | |
| locations[2].source.type | repository |
| locations[2].source.is_oa | False |
| locations[2].source.issn_l | |
| locations[2].source.is_core | False |
| locations[2].source.is_in_doaj | False |
| locations[2].source.display_name | PubMed Central |
| locations[2].source.host_organization | https://openalex.org/I1299303238 |
| locations[2].source.host_organization_name | National Institutes of Health |
| locations[2].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[2].license | cc-by |
| locations[2].pdf_url | https://pmc.ncbi.nlm.nih.gov/articles/PMC10397182/pdf/42003_2023_Article_5171.pdf |
| locations[2].version | submittedVersion |
| locations[2].raw_type | Text |
| locations[2].license_id | https://openalex.org/licenses/cc-by |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | Commun Biol |
| locations[2].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/10397182 |
| locations[3].id | pmh:oai:doaj.org/article:390b9386454c4f749e67d7d8d78820c8 |
| locations[3].is_oa | False |
| locations[3].source.id | https://openalex.org/S4306401280 |
| locations[3].source.issn | |
| locations[3].source.type | repository |
| locations[3].source.is_oa | False |
| locations[3].source.issn_l | |
| locations[3].source.is_core | False |
| locations[3].source.is_in_doaj | False |
| locations[3].source.display_name | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[3].source.host_organization | |
| locations[3].source.host_organization_name | |
| locations[3].license | |
| locations[3].pdf_url | |
| locations[3].version | submittedVersion |
| locations[3].raw_type | article |
| locations[3].license_id | |
| locations[3].is_accepted | False |
| locations[3].is_published | False |
| locations[3].raw_source_name | Communications Biology, Vol 6, Iss 1, Pp 1-9 (2023) |
| locations[3].landing_page_url | https://doaj.org/article/390b9386454c4f749e67d7d8d78820c8 |
| indexed_in | crossref, doaj, pubmed |
| authorships[0].author.id | https://openalex.org/A5067725633 |
| authorships[0].author.orcid | https://orcid.org/0000-0003-2199-5900 |
| authorships[0].author.display_name | Muhamad Fachrul |
| authorships[0].countries | AU |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I142471025 |
| authorships[0].affiliations[0].raw_affiliation_string | Cambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia |
| authorships[0].institutions[0].id | https://openalex.org/I142471025 |
| authorships[0].institutions[0].ror | https://ror.org/03rke0285 |
| authorships[0].institutions[0].type | nonprofit |
| authorships[0].institutions[0].lineage | https://openalex.org/I142471025 |
| authorships[0].institutions[0].country_code | AU |
| authorships[0].institutions[0].display_name | Baker Heart and Diabetes Institute |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Muhamad Fachrul |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Cambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia |
| authorships[1].author.id | https://openalex.org/A5045923805 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-5179-650X |
| authorships[1].author.display_name | Abhilasha Karkey |
| authorships[1].countries | NP |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I1330522730 |
| authorships[1].affiliations[0].raw_affiliation_string | Oxford University Clinical Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal |
| authorships[1].institutions[0].id | https://openalex.org/I1330522730 |
| authorships[1].institutions[0].ror | https://ror.org/02mphcg88 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I1330522730 |
| authorships[1].institutions[0].country_code | NP |
| authorships[1].institutions[0].display_name | Patan Academy of Health Sciences |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Abhilasha Karkey |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Oxford University Clinical Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal |
| authorships[2].author.id | https://openalex.org/A5007502412 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-2882-1420 |
| authorships[2].author.display_name | Mila Shakya |
| authorships[2].countries | NP |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I1330522730 |
| authorships[2].affiliations[0].raw_affiliation_string | Oxford University Clinical Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal |
| authorships[2].institutions[0].id | https://openalex.org/I1330522730 |
| authorships[2].institutions[0].ror | https://ror.org/02mphcg88 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I1330522730 |
| authorships[2].institutions[0].country_code | NP |
| authorships[2].institutions[0].display_name | Patan Academy of Health Sciences |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Mila Shakya |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Oxford University Clinical Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal |
| authorships[3].author.id | https://openalex.org/A5005072769 |
| authorships[3].author.orcid | https://orcid.org/0000-0003-3613-4839 |
| authorships[3].author.display_name | Louise M. Judd |
| authorships[3].countries | AU |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I56590836 |
| authorships[3].affiliations[0].raw_affiliation_string | Department of Infectious Diseases, Central Clinical School, Monash University, Melbourne, VIC, Australia |
| authorships[3].institutions[0].id | https://openalex.org/I56590836 |
| authorships[3].institutions[0].ror | https://ror.org/02bfwt286 |
| authorships[3].institutions[0].type | education |
| authorships[3].institutions[0].lineage | https://openalex.org/I56590836 |
| authorships[3].institutions[0].country_code | AU |
| authorships[3].institutions[0].display_name | Monash University |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Louise M. Judd |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Department of Infectious Diseases, Central Clinical School, Monash University, Melbourne, VIC, Australia |
| authorships[4].author.id | https://openalex.org/A5074760780 |
| authorships[4].author.orcid | https://orcid.org/0000-0001-9620-8735 |
| authorships[4].author.display_name | Taylor Harshegyi |
| authorships[4].countries | AU |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I56590836 |
| authorships[4].affiliations[0].raw_affiliation_string | Department of Infectious Diseases, Central Clinical School, Monash University, Melbourne, VIC, Australia |
| authorships[4].institutions[0].id | https://openalex.org/I56590836 |
| authorships[4].institutions[0].ror | https://ror.org/02bfwt286 |
| authorships[4].institutions[0].type | education |
| authorships[4].institutions[0].lineage | https://openalex.org/I56590836 |
| authorships[4].institutions[0].country_code | AU |
| authorships[4].institutions[0].display_name | Monash University |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Taylor Harshegyi |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Department of Infectious Diseases, Central Clinical School, Monash University, Melbourne, VIC, Australia |
| authorships[5].author.id | https://openalex.org/A5079336863 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-3822-7759 |
| authorships[5].author.display_name | Kar Seng Sim |
| authorships[5].countries | SG |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I66068411 |
| authorships[5].affiliations[0].raw_affiliation_string | Genome Institute of Singapore, Singapore, Singapore |
| authorships[5].institutions[0].id | https://openalex.org/I66068411 |
| authorships[5].institutions[0].ror | https://ror.org/05k8wg936 |
| authorships[5].institutions[0].type | facility |
| authorships[5].institutions[0].lineage | https://openalex.org/I115228651, https://openalex.org/I2801752549, https://openalex.org/I66068411 |
| authorships[5].institutions[0].country_code | SG |
| authorships[5].institutions[0].display_name | Genome Institute of Singapore |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Kar Seng Sim |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Genome Institute of Singapore, Singapore, Singapore |
| authorships[6].author.id | https://openalex.org/A5105989577 |
| authorships[6].author.orcid | |
| authorships[6].author.display_name | Susan Tonks |
| authorships[6].countries | GB |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I40120149, https://openalex.org/I4210146357 |
| authorships[6].affiliations[0].raw_affiliation_string | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[6].institutions[0].id | https://openalex.org/I4210146357 |
| authorships[6].institutions[0].ror | https://ror.org/03dp0vf82 |
| authorships[6].institutions[0].type | company |
| authorships[6].institutions[0].lineage | https://openalex.org/I4210146357 |
| authorships[6].institutions[0].country_code | GB |
| authorships[6].institutions[0].display_name | Oxford BioMedica (United Kingdom) |
| authorships[6].institutions[1].id | https://openalex.org/I40120149 |
| authorships[6].institutions[1].ror | https://ror.org/052gg0110 |
| authorships[6].institutions[1].type | education |
| authorships[6].institutions[1].lineage | https://openalex.org/I40120149 |
| authorships[6].institutions[1].country_code | GB |
| authorships[6].institutions[1].display_name | University of Oxford |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Susan Tonks |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[7].author.id | https://openalex.org/A5004075802 |
| authorships[7].author.orcid | https://orcid.org/0000-0001-6595-7012 |
| authorships[7].author.display_name | Sabina Dongol |
| authorships[7].countries | NP |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I1330522730 |
| authorships[7].affiliations[0].raw_affiliation_string | Oxford University Clinical Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal |
| authorships[7].institutions[0].id | https://openalex.org/I1330522730 |
| authorships[7].institutions[0].ror | https://ror.org/02mphcg88 |
| authorships[7].institutions[0].type | education |
| authorships[7].institutions[0].lineage | https://openalex.org/I1330522730 |
| authorships[7].institutions[0].country_code | NP |
| authorships[7].institutions[0].display_name | Patan Academy of Health Sciences |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Sabina Dongol |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | Oxford University Clinical Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal |
| authorships[8].author.id | https://openalex.org/A5080225396 |
| authorships[8].author.orcid | https://orcid.org/0000-0002-4978-3005 |
| authorships[8].author.display_name | Rajendra Shrestha |
| authorships[8].countries | NP |
| authorships[8].affiliations[0].institution_ids | https://openalex.org/I1330522730, https://openalex.org/I2801573932 |
| authorships[8].affiliations[0].raw_affiliation_string | Patan Academy of Health Sciences, Patan Hospital, Lalitpur, Nepal |
| authorships[8].institutions[0].id | https://openalex.org/I1330522730 |
| authorships[8].institutions[0].ror | https://ror.org/02mphcg88 |
| authorships[8].institutions[0].type | education |
| authorships[8].institutions[0].lineage | https://openalex.org/I1330522730 |
| authorships[8].institutions[0].country_code | NP |
| authorships[8].institutions[0].display_name | Patan Academy of Health Sciences |
| authorships[8].institutions[1].id | https://openalex.org/I2801573932 |
| authorships[8].institutions[1].ror | https://ror.org/02vhxx141 |
| authorships[8].institutions[1].type | healthcare |
| authorships[8].institutions[1].lineage | https://openalex.org/I2801573932 |
| authorships[8].institutions[1].country_code | NP |
| authorships[8].institutions[1].display_name | Patan Hospital |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | Rajendra Shrestha |
| authorships[8].is_corresponding | False |
| authorships[8].raw_affiliation_strings | Patan Academy of Health Sciences, Patan Hospital, Lalitpur, Nepal |
| authorships[9].author.id | https://openalex.org/A5006817516 |
| authorships[9].author.orcid | https://orcid.org/0000-0003-3999-7701 |
| authorships[9].author.display_name | Agus Salim |
| authorships[9].countries | AU |
| authorships[9].affiliations[0].institution_ids | https://openalex.org/I165779595 |
| authorships[9].affiliations[0].raw_affiliation_string | Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia |
| authorships[9].institutions[0].id | https://openalex.org/I165779595 |
| authorships[9].institutions[0].ror | https://ror.org/01ej9dk98 |
| authorships[9].institutions[0].type | education |
| authorships[9].institutions[0].lineage | https://openalex.org/I165779595 |
| authorships[9].institutions[0].country_code | AU |
| authorships[9].institutions[0].display_name | The University of Melbourne |
| authorships[9].author_position | middle |
| authorships[9].raw_author_name | Agus Salim |
| authorships[9].is_corresponding | False |
| authorships[9].raw_affiliation_strings | Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia |
| authorships[10].author.id | https://openalex.org/A5101881835 |
| authorships[10].author.orcid | https://orcid.org/0000-0003-1333-1039 |
| authorships[10].author.display_name | Anup Adhikari |
| authorships[10].countries | NP |
| authorships[10].affiliations[0].institution_ids | https://openalex.org/I1330522730 |
| authorships[10].affiliations[0].raw_affiliation_string | Oxford University Clinical Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal |
| authorships[10].institutions[0].id | https://openalex.org/I1330522730 |
| authorships[10].institutions[0].ror | https://ror.org/02mphcg88 |
| authorships[10].institutions[0].type | education |
| authorships[10].institutions[0].lineage | https://openalex.org/I1330522730 |
| authorships[10].institutions[0].country_code | NP |
| authorships[10].institutions[0].display_name | Patan Academy of Health Sciences |
| authorships[10].author_position | middle |
| authorships[10].raw_author_name | Anup Adhikari |
| authorships[10].is_corresponding | False |
| authorships[10].raw_affiliation_strings | Oxford University Clinical Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal |
| authorships[11].author.id | https://openalex.org/A5002453345 |
| authorships[11].author.orcid | |
| authorships[11].author.display_name | Happy Banda |
| authorships[11].countries | GB, MW |
| authorships[11].affiliations[0].institution_ids | https://openalex.org/I146655781, https://openalex.org/I2799451200 |
| authorships[11].affiliations[0].raw_affiliation_string | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[11].institutions[0].id | https://openalex.org/I146655781 |
| authorships[11].institutions[0].ror | https://ror.org/04xs57h96 |
| authorships[11].institutions[0].type | education |
| authorships[11].institutions[0].lineage | https://openalex.org/I146655781 |
| authorships[11].institutions[0].country_code | GB |
| authorships[11].institutions[0].display_name | University of Liverpool |
| authorships[11].institutions[1].id | https://openalex.org/I2799451200 |
| authorships[11].institutions[1].ror | https://ror.org/03tebt685 |
| authorships[11].institutions[1].type | facility |
| authorships[11].institutions[1].lineage | https://openalex.org/I157591606, https://openalex.org/I2799451200, https://openalex.org/I87048295 |
| authorships[11].institutions[1].country_code | MW |
| authorships[11].institutions[1].display_name | Malawi-Liverpool-Wellcome Trust Clinical Research Programme |
| authorships[11].author_position | middle |
| authorships[11].raw_author_name | Happy Chimphako Banda |
| authorships[11].is_corresponding | False |
| authorships[11].raw_affiliation_strings | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[12].author.id | https://openalex.org/A5061528291 |
| authorships[12].author.orcid | https://orcid.org/0000-0002-1453-9651 |
| authorships[12].author.display_name | Christoph J. Blohmke |
| authorships[12].countries | GB |
| authorships[12].affiliations[0].institution_ids | https://openalex.org/I40120149, https://openalex.org/I4210146357 |
| authorships[12].affiliations[0].raw_affiliation_string | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[12].institutions[0].id | https://openalex.org/I4210146357 |
| authorships[12].institutions[0].ror | https://ror.org/03dp0vf82 |
| authorships[12].institutions[0].type | company |
| authorships[12].institutions[0].lineage | https://openalex.org/I4210146357 |
| authorships[12].institutions[0].country_code | GB |
| authorships[12].institutions[0].display_name | Oxford BioMedica (United Kingdom) |
| authorships[12].institutions[1].id | https://openalex.org/I40120149 |
| authorships[12].institutions[1].ror | https://ror.org/052gg0110 |
| authorships[12].institutions[1].type | education |
| authorships[12].institutions[1].lineage | https://openalex.org/I40120149 |
| authorships[12].institutions[1].country_code | GB |
| authorships[12].institutions[1].display_name | University of Oxford |
| authorships[12].author_position | middle |
| authorships[12].raw_author_name | Christoph Blohmke |
| authorships[12].is_corresponding | False |
| authorships[12].raw_affiliation_strings | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[13].author.id | https://openalex.org/A5023032597 |
| authorships[13].author.orcid | https://orcid.org/0000-0003-2209-9956 |
| authorships[13].author.display_name | Thomas C. Darton |
| authorships[13].countries | GB |
| authorships[13].affiliations[0].institution_ids | https://openalex.org/I40120149, https://openalex.org/I4210146357 |
| authorships[13].affiliations[0].raw_affiliation_string | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[13].institutions[0].id | https://openalex.org/I4210146357 |
| authorships[13].institutions[0].ror | https://ror.org/03dp0vf82 |
| authorships[13].institutions[0].type | company |
| authorships[13].institutions[0].lineage | https://openalex.org/I4210146357 |
| authorships[13].institutions[0].country_code | GB |
| authorships[13].institutions[0].display_name | Oxford BioMedica (United Kingdom) |
| authorships[13].institutions[1].id | https://openalex.org/I40120149 |
| authorships[13].institutions[1].ror | https://ror.org/052gg0110 |
| authorships[13].institutions[1].type | education |
| authorships[13].institutions[1].lineage | https://openalex.org/I40120149 |
| authorships[13].institutions[1].country_code | GB |
| authorships[13].institutions[1].display_name | University of Oxford |
| authorships[13].author_position | middle |
| authorships[13].raw_author_name | Thomas C. Darton |
| authorships[13].is_corresponding | False |
| authorships[13].raw_affiliation_strings | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[14].author.id | https://openalex.org/A5005979486 |
| authorships[14].author.orcid | https://orcid.org/0000-0002-2342-8531 |
| authorships[14].author.display_name | Yama F Mujadidi |
| authorships[14].countries | GB |
| authorships[14].affiliations[0].institution_ids | https://openalex.org/I40120149, https://openalex.org/I4210146357 |
| authorships[14].affiliations[0].raw_affiliation_string | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[14].institutions[0].id | https://openalex.org/I4210146357 |
| authorships[14].institutions[0].ror | https://ror.org/03dp0vf82 |
| authorships[14].institutions[0].type | company |
| authorships[14].institutions[0].lineage | https://openalex.org/I4210146357 |
| authorships[14].institutions[0].country_code | GB |
| authorships[14].institutions[0].display_name | Oxford BioMedica (United Kingdom) |
| authorships[14].institutions[1].id | https://openalex.org/I40120149 |
| authorships[14].institutions[1].ror | https://ror.org/052gg0110 |
| authorships[14].institutions[1].type | education |
| authorships[14].institutions[1].lineage | https://openalex.org/I40120149 |
| authorships[14].institutions[1].country_code | GB |
| authorships[14].institutions[1].display_name | University of Oxford |
| authorships[14].author_position | middle |
| authorships[14].raw_author_name | Yama Farooq |
| authorships[14].is_corresponding | False |
| authorships[14].raw_affiliation_strings | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[15].author.id | https://openalex.org/A5005224226 |
| authorships[15].author.orcid | |
| authorships[15].author.display_name | Maheshwar Ghimire |
| authorships[15].countries | NP |
| authorships[15].affiliations[0].institution_ids | https://openalex.org/I1330522730 |
| authorships[15].affiliations[0].raw_affiliation_string | Oxford University Clinical Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal |
| authorships[15].institutions[0].id | https://openalex.org/I1330522730 |
| authorships[15].institutions[0].ror | https://ror.org/02mphcg88 |
| authorships[15].institutions[0].type | education |
| authorships[15].institutions[0].lineage | https://openalex.org/I1330522730 |
| authorships[15].institutions[0].country_code | NP |
| authorships[15].institutions[0].display_name | Patan Academy of Health Sciences |
| authorships[15].author_position | middle |
| authorships[15].raw_author_name | Maheshwar Ghimire |
| authorships[15].is_corresponding | False |
| authorships[15].raw_affiliation_strings | Oxford University Clinical Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal |
| authorships[16].author.id | https://openalex.org/A5081341378 |
| authorships[16].author.orcid | https://orcid.org/0000-0001-6205-7764 |
| authorships[16].author.display_name | Jennifer Hill |
| authorships[16].countries | GB |
| authorships[16].affiliations[0].institution_ids | https://openalex.org/I40120149, https://openalex.org/I4210146357 |
| authorships[16].affiliations[0].raw_affiliation_string | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[16].institutions[0].id | https://openalex.org/I4210146357 |
| authorships[16].institutions[0].ror | https://ror.org/03dp0vf82 |
| authorships[16].institutions[0].type | company |
| authorships[16].institutions[0].lineage | https://openalex.org/I4210146357 |
| authorships[16].institutions[0].country_code | GB |
| authorships[16].institutions[0].display_name | Oxford BioMedica (United Kingdom) |
| authorships[16].institutions[1].id | https://openalex.org/I40120149 |
| authorships[16].institutions[1].ror | https://ror.org/052gg0110 |
| authorships[16].institutions[1].type | education |
| authorships[16].institutions[1].lineage | https://openalex.org/I40120149 |
| authorships[16].institutions[1].country_code | GB |
| authorships[16].institutions[1].display_name | University of Oxford |
| authorships[16].author_position | middle |
| authorships[16].raw_author_name | Jennifer Hill |
| authorships[16].is_corresponding | False |
| authorships[16].raw_affiliation_strings | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[17].author.id | https://openalex.org/A5021481967 |
| authorships[17].author.orcid | https://orcid.org/0009-0006-3316-4812 |
| authorships[17].author.display_name | Tran Do Hoang Nhu |
| authorships[17].countries | VN |
| authorships[17].affiliations[0].institution_ids | https://openalex.org/I4210150114, https://openalex.org/I4210155479 |
| authorships[17].affiliations[0].raw_affiliation_string | The Hospital for Tropical Diseases, Wellcome Trust Major Overseas Programme, Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam |
| authorships[17].institutions[0].id | https://openalex.org/I4210155479 |
| authorships[17].institutions[0].ror | https://ror.org/040tqsb23 |
| authorships[17].institutions[0].type | healthcare |
| authorships[17].institutions[0].lineage | https://openalex.org/I4210155479 |
| authorships[17].institutions[0].country_code | VN |
| authorships[17].institutions[0].display_name | Hospital for Tropical Diseases |
| authorships[17].institutions[1].id | https://openalex.org/I4210150114 |
| authorships[17].institutions[1].ror | https://ror.org/05rehad94 |
| authorships[17].institutions[1].type | facility |
| authorships[17].institutions[1].lineage | https://openalex.org/I40120149, https://openalex.org/I4210150114, https://openalex.org/I87048295 |
| authorships[17].institutions[1].country_code | VN |
| authorships[17].institutions[1].display_name | Oxford University Clinical Research Unit |
| authorships[17].author_position | middle |
| authorships[17].raw_author_name | Nhu Tran Hoang |
| authorships[17].is_corresponding | False |
| authorships[17].raw_affiliation_strings | The Hospital for Tropical Diseases, Wellcome Trust Major Overseas Programme, Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam |
| authorships[18].author.id | https://openalex.org/A5024897322 |
| authorships[18].author.orcid | |
| authorships[18].author.display_name | Tikhala Makhaza Jere |
| authorships[18].countries | GB, MW |
| authorships[18].affiliations[0].institution_ids | https://openalex.org/I146655781, https://openalex.org/I2799451200 |
| authorships[18].affiliations[0].raw_affiliation_string | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[18].institutions[0].id | https://openalex.org/I146655781 |
| authorships[18].institutions[0].ror | https://ror.org/04xs57h96 |
| authorships[18].institutions[0].type | education |
| authorships[18].institutions[0].lineage | https://openalex.org/I146655781 |
| authorships[18].institutions[0].country_code | GB |
| authorships[18].institutions[0].display_name | University of Liverpool |
| authorships[18].institutions[1].id | https://openalex.org/I2799451200 |
| authorships[18].institutions[1].ror | https://ror.org/03tebt685 |
| authorships[18].institutions[1].type | facility |
| authorships[18].institutions[1].lineage | https://openalex.org/I157591606, https://openalex.org/I2799451200, https://openalex.org/I87048295 |
| authorships[18].institutions[1].country_code | MW |
| authorships[18].institutions[1].display_name | Malawi-Liverpool-Wellcome Trust Clinical Research Programme |
| authorships[18].author_position | middle |
| authorships[18].raw_author_name | Tikhala Makhaza Jere |
| authorships[18].is_corresponding | False |
| authorships[18].raw_affiliation_strings | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[19].author.id | https://openalex.org/A5072313146 |
| authorships[19].author.orcid | |
| authorships[19].author.display_name | Moses Kamzati |
| authorships[19].countries | GB, MW |
| authorships[19].affiliations[0].institution_ids | https://openalex.org/I146655781, https://openalex.org/I2799451200 |
| authorships[19].affiliations[0].raw_affiliation_string | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[19].institutions[0].id | https://openalex.org/I146655781 |
| authorships[19].institutions[0].ror | https://ror.org/04xs57h96 |
| authorships[19].institutions[0].type | education |
| authorships[19].institutions[0].lineage | https://openalex.org/I146655781 |
| authorships[19].institutions[0].country_code | GB |
| authorships[19].institutions[0].display_name | University of Liverpool |
| authorships[19].institutions[1].id | https://openalex.org/I2799451200 |
| authorships[19].institutions[1].ror | https://ror.org/03tebt685 |
| authorships[19].institutions[1].type | facility |
| authorships[19].institutions[1].lineage | https://openalex.org/I157591606, https://openalex.org/I2799451200, https://openalex.org/I87048295 |
| authorships[19].institutions[1].country_code | MW |
| authorships[19].institutions[1].display_name | Malawi-Liverpool-Wellcome Trust Clinical Research Programme |
| authorships[19].author_position | middle |
| authorships[19].raw_author_name | Moses Kamzati |
| authorships[19].is_corresponding | False |
| authorships[19].raw_affiliation_strings | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[20].author.id | https://openalex.org/A5052651337 |
| authorships[20].author.orcid | https://orcid.org/0000-0003-2416-4395 |
| authorships[20].author.display_name | Yu-Han Kao |
| authorships[20].countries | US |
| authorships[20].affiliations[0].institution_ids | https://openalex.org/I32971472 |
| authorships[20].affiliations[0].raw_affiliation_string | Department of Epidemiology of Microbial Diseases and the Public Health Modeling Unit, Yale School of Public Health, Yale University, New Haven, CT, USA |
| authorships[20].institutions[0].id | https://openalex.org/I32971472 |
| authorships[20].institutions[0].ror | https://ror.org/03v76x132 |
| authorships[20].institutions[0].type | education |
| authorships[20].institutions[0].lineage | https://openalex.org/I32971472 |
| authorships[20].institutions[0].country_code | US |
| authorships[20].institutions[0].display_name | Yale University |
| authorships[20].author_position | middle |
| authorships[20].raw_author_name | Yu-Han Kao |
| authorships[20].is_corresponding | False |
| authorships[20].raw_affiliation_strings | Department of Epidemiology of Microbial Diseases and the Public Health Modeling Unit, Yale School of Public Health, Yale University, New Haven, CT, USA |
| authorships[21].author.id | https://openalex.org/A5060283208 |
| authorships[21].author.orcid | https://orcid.org/0000-0001-6565-752X |
| authorships[21].author.display_name | Clemens Masesa |
| authorships[21].countries | GB, MW |
| authorships[21].affiliations[0].institution_ids | https://openalex.org/I146655781, https://openalex.org/I2799451200 |
| authorships[21].affiliations[0].raw_affiliation_string | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[21].institutions[0].id | https://openalex.org/I146655781 |
| authorships[21].institutions[0].ror | https://ror.org/04xs57h96 |
| authorships[21].institutions[0].type | education |
| authorships[21].institutions[0].lineage | https://openalex.org/I146655781 |
| authorships[21].institutions[0].country_code | GB |
| authorships[21].institutions[0].display_name | University of Liverpool |
| authorships[21].institutions[1].id | https://openalex.org/I2799451200 |
| authorships[21].institutions[1].ror | https://ror.org/03tebt685 |
| authorships[21].institutions[1].type | facility |
| authorships[21].institutions[1].lineage | https://openalex.org/I157591606, https://openalex.org/I2799451200, https://openalex.org/I87048295 |
| authorships[21].institutions[1].country_code | MW |
| authorships[21].institutions[1].display_name | Malawi-Liverpool-Wellcome Trust Clinical Research Programme |
| authorships[21].author_position | middle |
| authorships[21].raw_author_name | Clemens Masesa |
| authorships[21].is_corresponding | False |
| authorships[21].raw_affiliation_strings | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[22].author.id | https://openalex.org/A5014103708 |
| authorships[22].author.orcid | |
| authorships[22].author.display_name | Maurice Mbewe |
| authorships[22].countries | GB, MW |
| authorships[22].affiliations[0].institution_ids | https://openalex.org/I146655781, https://openalex.org/I2799451200 |
| authorships[22].affiliations[0].raw_affiliation_string | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[22].institutions[0].id | https://openalex.org/I146655781 |
| authorships[22].institutions[0].ror | https://ror.org/04xs57h96 |
| authorships[22].institutions[0].type | education |
| authorships[22].institutions[0].lineage | https://openalex.org/I146655781 |
| authorships[22].institutions[0].country_code | GB |
| authorships[22].institutions[0].display_name | University of Liverpool |
| authorships[22].institutions[1].id | https://openalex.org/I2799451200 |
| authorships[22].institutions[1].ror | https://ror.org/03tebt685 |
| authorships[22].institutions[1].type | facility |
| authorships[22].institutions[1].lineage | https://openalex.org/I157591606, https://openalex.org/I2799451200, https://openalex.org/I87048295 |
| authorships[22].institutions[1].country_code | MW |
| authorships[22].institutions[1].display_name | Malawi-Liverpool-Wellcome Trust Clinical Research Programme |
| authorships[22].author_position | middle |
| authorships[22].raw_author_name | Maurice Mbewe |
| authorships[22].is_corresponding | False |
| authorships[22].raw_affiliation_strings | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[23].author.id | https://openalex.org/A5039765477 |
| authorships[23].author.orcid | |
| authorships[23].author.display_name | Harrison Msuku |
| authorships[23].countries | GB, MW |
| authorships[23].affiliations[0].institution_ids | https://openalex.org/I146655781, https://openalex.org/I2799451200 |
| authorships[23].affiliations[0].raw_affiliation_string | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[23].institutions[0].id | https://openalex.org/I146655781 |
| authorships[23].institutions[0].ror | https://ror.org/04xs57h96 |
| authorships[23].institutions[0].type | education |
| authorships[23].institutions[0].lineage | https://openalex.org/I146655781 |
| authorships[23].institutions[0].country_code | GB |
| authorships[23].institutions[0].display_name | University of Liverpool |
| authorships[23].institutions[1].id | https://openalex.org/I2799451200 |
| authorships[23].institutions[1].ror | https://ror.org/03tebt685 |
| authorships[23].institutions[1].type | facility |
| authorships[23].institutions[1].lineage | https://openalex.org/I157591606, https://openalex.org/I2799451200, https://openalex.org/I87048295 |
| authorships[23].institutions[1].country_code | MW |
| authorships[23].institutions[1].display_name | Malawi-Liverpool-Wellcome Trust Clinical Research Programme |
| authorships[23].author_position | middle |
| authorships[23].raw_author_name | Harrison Msuku |
| authorships[23].is_corresponding | False |
| authorships[23].raw_affiliation_strings | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[24].author.id | https://openalex.org/A5092581367 |
| authorships[24].author.orcid | |
| authorships[24].author.display_name | Patrick Munthali |
| authorships[24].countries | GB, MW |
| authorships[24].affiliations[0].institution_ids | https://openalex.org/I146655781, https://openalex.org/I2799451200 |
| authorships[24].affiliations[0].raw_affiliation_string | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[24].institutions[0].id | https://openalex.org/I146655781 |
| authorships[24].institutions[0].ror | https://ror.org/04xs57h96 |
| authorships[24].institutions[0].type | education |
| authorships[24].institutions[0].lineage | https://openalex.org/I146655781 |
| authorships[24].institutions[0].country_code | GB |
| authorships[24].institutions[0].display_name | University of Liverpool |
| authorships[24].institutions[1].id | https://openalex.org/I2799451200 |
| authorships[24].institutions[1].ror | https://ror.org/03tebt685 |
| authorships[24].institutions[1].type | facility |
| authorships[24].institutions[1].lineage | https://openalex.org/I157591606, https://openalex.org/I2799451200, https://openalex.org/I87048295 |
| authorships[24].institutions[1].country_code | MW |
| authorships[24].institutions[1].display_name | Malawi-Liverpool-Wellcome Trust Clinical Research Programme |
| authorships[24].author_position | middle |
| authorships[24].raw_author_name | Patrick Munthali |
| authorships[24].is_corresponding | False |
| authorships[24].raw_affiliation_strings | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[25].author.id | https://openalex.org/A5029035750 |
| authorships[25].author.orcid | https://orcid.org/0000-0003-3672-9867 |
| authorships[25].author.display_name | Tran Vu Thieu Nga |
| authorships[25].countries | VN |
| authorships[25].affiliations[0].institution_ids | https://openalex.org/I4210150114, https://openalex.org/I4210155479 |
| authorships[25].affiliations[0].raw_affiliation_string | The Hospital for Tropical Diseases, Wellcome Trust Major Overseas Programme, Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam |
| authorships[25].institutions[0].id | https://openalex.org/I4210155479 |
| authorships[25].institutions[0].ror | https://ror.org/040tqsb23 |
| authorships[25].institutions[0].type | healthcare |
| authorships[25].institutions[0].lineage | https://openalex.org/I4210155479 |
| authorships[25].institutions[0].country_code | VN |
| authorships[25].institutions[0].display_name | Hospital for Tropical Diseases |
| authorships[25].institutions[1].id | https://openalex.org/I4210150114 |
| authorships[25].institutions[1].ror | https://ror.org/05rehad94 |
| authorships[25].institutions[1].type | facility |
| authorships[25].institutions[1].lineage | https://openalex.org/I40120149, https://openalex.org/I4210150114, https://openalex.org/I87048295 |
| authorships[25].institutions[1].country_code | VN |
| authorships[25].institutions[1].display_name | Oxford University Clinical Research Unit |
| authorships[25].author_position | middle |
| authorships[25].raw_author_name | Tran Vu Thieu Nga |
| authorships[25].is_corresponding | False |
| authorships[25].raw_affiliation_strings | The Hospital for Tropical Diseases, Wellcome Trust Major Overseas Programme, Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam |
| authorships[26].author.id | https://openalex.org/A5048939605 |
| authorships[26].author.orcid | |
| authorships[26].author.display_name | Rose Nkhata |
| authorships[26].countries | GB, MW |
| authorships[26].affiliations[0].institution_ids | https://openalex.org/I146655781, https://openalex.org/I2799451200 |
| authorships[26].affiliations[0].raw_affiliation_string | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[26].institutions[0].id | https://openalex.org/I146655781 |
| authorships[26].institutions[0].ror | https://ror.org/04xs57h96 |
| authorships[26].institutions[0].type | education |
| authorships[26].institutions[0].lineage | https://openalex.org/I146655781 |
| authorships[26].institutions[0].country_code | GB |
| authorships[26].institutions[0].display_name | University of Liverpool |
| authorships[26].institutions[1].id | https://openalex.org/I2799451200 |
| authorships[26].institutions[1].ror | https://ror.org/03tebt685 |
| authorships[26].institutions[1].type | facility |
| authorships[26].institutions[1].lineage | https://openalex.org/I157591606, https://openalex.org/I2799451200, https://openalex.org/I87048295 |
| authorships[26].institutions[1].country_code | MW |
| authorships[26].institutions[1].display_name | Malawi-Liverpool-Wellcome Trust Clinical Research Programme |
| authorships[26].author_position | middle |
| authorships[26].raw_author_name | Rose Nkhata |
| authorships[26].is_corresponding | False |
| authorships[26].raw_affiliation_strings | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[27].author.id | https://openalex.org/A5110289923 |
| authorships[27].author.orcid | |
| authorships[27].author.display_name | Neil J. Saad |
| authorships[27].countries | US |
| authorships[27].affiliations[0].institution_ids | https://openalex.org/I32971472 |
| authorships[27].affiliations[0].raw_affiliation_string | Department of Epidemiology of Microbial Diseases and the Public Health Modeling Unit, Yale School of Public Health, Yale University, New Haven, CT, USA |
| authorships[27].institutions[0].id | https://openalex.org/I32971472 |
| authorships[27].institutions[0].ror | https://ror.org/03v76x132 |
| authorships[27].institutions[0].type | education |
| authorships[27].institutions[0].lineage | https://openalex.org/I32971472 |
| authorships[27].institutions[0].country_code | US |
| authorships[27].institutions[0].display_name | Yale University |
| authorships[27].author_position | middle |
| authorships[27].raw_author_name | Neil J. Saad |
| authorships[27].is_corresponding | False |
| authorships[27].raw_affiliation_strings | Department of Epidemiology of Microbial Diseases and the Public Health Modeling Unit, Yale School of Public Health, Yale University, New Haven, CT, USA |
| authorships[28].author.id | https://openalex.org/A5025012598 |
| authorships[28].author.orcid | |
| authorships[28].author.display_name | Trinh Van Tan |
| authorships[28].countries | VN |
| authorships[28].affiliations[0].institution_ids | https://openalex.org/I4210150114, https://openalex.org/I4210155479 |
| authorships[28].affiliations[0].raw_affiliation_string | The Hospital for Tropical Diseases, Wellcome Trust Major Overseas Programme, Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam |
| authorships[28].institutions[0].id | https://openalex.org/I4210155479 |
| authorships[28].institutions[0].ror | https://ror.org/040tqsb23 |
| authorships[28].institutions[0].type | healthcare |
| authorships[28].institutions[0].lineage | https://openalex.org/I4210155479 |
| authorships[28].institutions[0].country_code | VN |
| authorships[28].institutions[0].display_name | Hospital for Tropical Diseases |
| authorships[28].institutions[1].id | https://openalex.org/I4210150114 |
| authorships[28].institutions[1].ror | https://ror.org/05rehad94 |
| authorships[28].institutions[1].type | facility |
| authorships[28].institutions[1].lineage | https://openalex.org/I40120149, https://openalex.org/I4210150114, https://openalex.org/I87048295 |
| authorships[28].institutions[1].country_code | VN |
| authorships[28].institutions[1].display_name | Oxford University Clinical Research Unit |
| authorships[28].author_position | middle |
| authorships[28].raw_author_name | Trinh Van Tan |
| authorships[28].is_corresponding | False |
| authorships[28].raw_affiliation_strings | The Hospital for Tropical Diseases, Wellcome Trust Major Overseas Programme, Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam |
| authorships[29].author.id | https://openalex.org/A5089887234 |
| authorships[29].author.orcid | https://orcid.org/0000-0003-4845-7862 |
| authorships[29].author.display_name | Deus Thindwa |
| authorships[29].countries | GB, MW |
| authorships[29].affiliations[0].institution_ids | https://openalex.org/I146655781, https://openalex.org/I2799451200 |
| authorships[29].affiliations[0].raw_affiliation_string | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[29].institutions[0].id | https://openalex.org/I146655781 |
| authorships[29].institutions[0].ror | https://ror.org/04xs57h96 |
| authorships[29].institutions[0].type | education |
| authorships[29].institutions[0].lineage | https://openalex.org/I146655781 |
| authorships[29].institutions[0].country_code | GB |
| authorships[29].institutions[0].display_name | University of Liverpool |
| authorships[29].institutions[1].id | https://openalex.org/I2799451200 |
| authorships[29].institutions[1].ror | https://ror.org/03tebt685 |
| authorships[29].institutions[1].type | facility |
| authorships[29].institutions[1].lineage | https://openalex.org/I157591606, https://openalex.org/I2799451200, https://openalex.org/I87048295 |
| authorships[29].institutions[1].country_code | MW |
| authorships[29].institutions[1].display_name | Malawi-Liverpool-Wellcome Trust Clinical Research Programme |
| authorships[29].author_position | middle |
| authorships[29].raw_author_name | Deus Thindwa |
| authorships[29].is_corresponding | False |
| authorships[29].raw_affiliation_strings | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[30].author.id | https://openalex.org/A5059705866 |
| authorships[30].author.orcid | https://orcid.org/0000-0002-4158-5995 |
| authorships[30].author.display_name | Farhana Khanam |
| authorships[30].countries | BD |
| authorships[30].affiliations[0].institution_ids | https://openalex.org/I205889620 |
| authorships[30].affiliations[0].raw_affiliation_string | International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh |
| authorships[30].institutions[0].id | https://openalex.org/I205889620 |
| authorships[30].institutions[0].ror | https://ror.org/04vsvr128 |
| authorships[30].institutions[0].type | facility |
| authorships[30].institutions[0].lineage | https://openalex.org/I205889620 |
| authorships[30].institutions[0].country_code | BD |
| authorships[30].institutions[0].display_name | International Centre for Diarrhoeal Disease Research |
| authorships[30].author_position | middle |
| authorships[30].raw_author_name | Farhana Khanam |
| authorships[30].is_corresponding | False |
| authorships[30].raw_affiliation_strings | International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh |
| authorships[31].author.id | https://openalex.org/A5028133425 |
| authorships[31].author.orcid | https://orcid.org/0000-0001-9183-5174 |
| authorships[31].author.display_name | James Meiring |
| authorships[31].countries | GB |
| authorships[31].affiliations[0].institution_ids | https://openalex.org/I40120149, https://openalex.org/I4210146357 |
| authorships[31].affiliations[0].raw_affiliation_string | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[31].institutions[0].id | https://openalex.org/I4210146357 |
| authorships[31].institutions[0].ror | https://ror.org/03dp0vf82 |
| authorships[31].institutions[0].type | company |
| authorships[31].institutions[0].lineage | https://openalex.org/I4210146357 |
| authorships[31].institutions[0].country_code | GB |
| authorships[31].institutions[0].display_name | Oxford BioMedica (United Kingdom) |
| authorships[31].institutions[1].id | https://openalex.org/I40120149 |
| authorships[31].institutions[1].ror | https://ror.org/052gg0110 |
| authorships[31].institutions[1].type | education |
| authorships[31].institutions[1].lineage | https://openalex.org/I40120149 |
| authorships[31].institutions[1].country_code | GB |
| authorships[31].institutions[1].display_name | University of Oxford |
| authorships[31].author_position | middle |
| authorships[31].raw_author_name | James Meiring |
| authorships[31].is_corresponding | False |
| authorships[31].raw_affiliation_strings | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[32].author.id | https://openalex.org/A5041318439 |
| authorships[32].author.orcid | https://orcid.org/0000-0002-6379-1052 |
| authorships[32].author.display_name | John D. Clemens |
| authorships[32].countries | BD |
| authorships[32].affiliations[0].institution_ids | https://openalex.org/I205889620 |
| authorships[32].affiliations[0].raw_affiliation_string | International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh |
| authorships[32].institutions[0].id | https://openalex.org/I205889620 |
| authorships[32].institutions[0].ror | https://ror.org/04vsvr128 |
| authorships[32].institutions[0].type | facility |
| authorships[32].institutions[0].lineage | https://openalex.org/I205889620 |
| authorships[32].institutions[0].country_code | BD |
| authorships[32].institutions[0].display_name | International Centre for Diarrhoeal Disease Research |
| authorships[32].author_position | middle |
| authorships[32].raw_author_name | John D. Clemens |
| authorships[32].is_corresponding | False |
| authorships[32].raw_affiliation_strings | International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh |
| authorships[33].author.id | https://openalex.org/A5115010691 |
| authorships[33].author.orcid | https://orcid.org/0000-0003-0022-965X |
| authorships[33].author.display_name | Gordon Dougan |
| authorships[33].countries | GB |
| authorships[33].affiliations[0].institution_ids | https://openalex.org/I241749 |
| authorships[33].affiliations[0].raw_affiliation_string | Department of Medicine, Cambridge Institute of Therapeutic Immunology and Infectious Diseases (CITIID), University of Cambridge, Cambridge, UK |
| authorships[33].institutions[0].id | https://openalex.org/I241749 |
| authorships[33].institutions[0].ror | https://ror.org/013meh722 |
| authorships[33].institutions[0].type | education |
| authorships[33].institutions[0].lineage | https://openalex.org/I241749 |
| authorships[33].institutions[0].country_code | GB |
| authorships[33].institutions[0].display_name | University of Cambridge |
| authorships[33].author_position | middle |
| authorships[33].raw_author_name | Gordon Dougan |
| authorships[33].is_corresponding | False |
| authorships[33].raw_affiliation_strings | Department of Medicine, Cambridge Institute of Therapeutic Immunology and Infectious Diseases (CITIID), University of Cambridge, Cambridge, UK |
| authorships[34].author.id | https://openalex.org/A5090120637 |
| authorships[34].author.orcid | https://orcid.org/0000-0003-1015-2289 |
| authorships[34].author.display_name | Virginia E. Pitzer |
| authorships[34].countries | US |
| authorships[34].affiliations[0].institution_ids | https://openalex.org/I32971472 |
| authorships[34].affiliations[0].raw_affiliation_string | Department of Epidemiology of Microbial Diseases and the Public Health Modeling Unit, Yale School of Public Health, Yale University, New Haven, CT, USA |
| authorships[34].institutions[0].id | https://openalex.org/I32971472 |
| authorships[34].institutions[0].ror | https://ror.org/03v76x132 |
| authorships[34].institutions[0].type | education |
| authorships[34].institutions[0].lineage | https://openalex.org/I32971472 |
| authorships[34].institutions[0].country_code | US |
| authorships[34].institutions[0].display_name | Yale University |
| authorships[34].author_position | middle |
| authorships[34].raw_author_name | Virginia E. Pitzer |
| authorships[34].is_corresponding | False |
| authorships[34].raw_affiliation_strings | Department of Epidemiology of Microbial Diseases and the Public Health Modeling Unit, Yale School of Public Health, Yale University, New Haven, CT, USA |
| authorships[35].author.id | https://openalex.org/A5102838612 |
| authorships[35].author.orcid | https://orcid.org/0000-0002-8928-9888 |
| authorships[35].author.display_name | Firdausi Qadri |
| authorships[35].countries | BD |
| authorships[35].affiliations[0].institution_ids | https://openalex.org/I205889620 |
| authorships[35].affiliations[0].raw_affiliation_string | International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh |
| authorships[35].institutions[0].id | https://openalex.org/I205889620 |
| authorships[35].institutions[0].ror | https://ror.org/04vsvr128 |
| authorships[35].institutions[0].type | facility |
| authorships[35].institutions[0].lineage | https://openalex.org/I205889620 |
| authorships[35].institutions[0].country_code | BD |
| authorships[35].institutions[0].display_name | International Centre for Diarrhoeal Disease Research |
| authorships[35].author_position | middle |
| authorships[35].raw_author_name | Firdausi Qadri |
| authorships[35].is_corresponding | False |
| authorships[35].raw_affiliation_strings | International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh |
| authorships[36].author.id | https://openalex.org/A5034013271 |
| authorships[36].author.orcid | https://orcid.org/0000-0003-4573-449X |
| authorships[36].author.display_name | Robert S. Heyderman |
| authorships[36].countries | GB |
| authorships[36].affiliations[0].institution_ids | https://openalex.org/I34931013, https://openalex.org/I45129253 |
| authorships[36].affiliations[0].raw_affiliation_string | National Institute for Health Research Global Health Research Unit on Mucosal Pathogens, Division of Infection and Immunity, University College London, London, UK |
| authorships[36].institutions[0].id | https://openalex.org/I34931013 |
| authorships[36].institutions[0].ror | https://ror.org/0187kwz08 |
| authorships[36].institutions[0].type | government |
| authorships[36].institutions[0].lineage | https://openalex.org/I34931013 |
| authorships[36].institutions[0].country_code | GB |
| authorships[36].institutions[0].display_name | National Institute for Health Research |
| authorships[36].institutions[1].id | https://openalex.org/I45129253 |
| authorships[36].institutions[1].ror | https://ror.org/02jx3x895 |
| authorships[36].institutions[1].type | education |
| authorships[36].institutions[1].lineage | https://openalex.org/I124357947, https://openalex.org/I45129253 |
| authorships[36].institutions[1].country_code | GB |
| authorships[36].institutions[1].display_name | University College London |
| authorships[36].author_position | middle |
| authorships[36].raw_author_name | Robert S. Heyderman |
| authorships[36].is_corresponding | False |
| authorships[36].raw_affiliation_strings | National Institute for Health Research Global Health Research Unit on Mucosal Pathogens, Division of Infection and Immunity, University College London, London, UK |
| authorships[37].author.id | https://openalex.org/A5071606984 |
| authorships[37].author.orcid | https://orcid.org/0000-0002-0629-0884 |
| authorships[37].author.display_name | Melita A. Gordon |
| authorships[37].countries | GB, MW |
| authorships[37].affiliations[0].institution_ids | https://openalex.org/I146655781, https://openalex.org/I2799451200 |
| authorships[37].affiliations[0].raw_affiliation_string | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[37].institutions[0].id | https://openalex.org/I146655781 |
| authorships[37].institutions[0].ror | https://ror.org/04xs57h96 |
| authorships[37].institutions[0].type | education |
| authorships[37].institutions[0].lineage | https://openalex.org/I146655781 |
| authorships[37].institutions[0].country_code | GB |
| authorships[37].institutions[0].display_name | University of Liverpool |
| authorships[37].institutions[1].id | https://openalex.org/I2799451200 |
| authorships[37].institutions[1].ror | https://ror.org/03tebt685 |
| authorships[37].institutions[1].type | facility |
| authorships[37].institutions[1].lineage | https://openalex.org/I157591606, https://openalex.org/I2799451200, https://openalex.org/I87048295 |
| authorships[37].institutions[1].country_code | MW |
| authorships[37].institutions[1].display_name | Malawi-Liverpool-Wellcome Trust Clinical Research Programme |
| authorships[37].author_position | middle |
| authorships[37].raw_author_name | Melita A. Gordon |
| authorships[37].is_corresponding | False |
| authorships[37].raw_affiliation_strings | Malawi-Liverpool Wellcome Programme, Blantyre, Malawi |
| authorships[38].author.id | https://openalex.org/A5082847955 |
| authorships[38].author.orcid | https://orcid.org/0000-0001-6324-6559 |
| authorships[38].author.display_name | Merryn Voysey |
| authorships[38].countries | GB |
| authorships[38].affiliations[0].institution_ids | https://openalex.org/I40120149, https://openalex.org/I4210146357 |
| authorships[38].affiliations[0].raw_affiliation_string | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[38].institutions[0].id | https://openalex.org/I4210146357 |
| authorships[38].institutions[0].ror | https://ror.org/03dp0vf82 |
| authorships[38].institutions[0].type | company |
| authorships[38].institutions[0].lineage | https://openalex.org/I4210146357 |
| authorships[38].institutions[0].country_code | GB |
| authorships[38].institutions[0].display_name | Oxford BioMedica (United Kingdom) |
| authorships[38].institutions[1].id | https://openalex.org/I40120149 |
| authorships[38].institutions[1].ror | https://ror.org/052gg0110 |
| authorships[38].institutions[1].type | education |
| authorships[38].institutions[1].lineage | https://openalex.org/I40120149 |
| authorships[38].institutions[1].country_code | GB |
| authorships[38].institutions[1].display_name | University of Oxford |
| authorships[38].author_position | middle |
| authorships[38].raw_author_name | Merryn Voysey |
| authorships[38].is_corresponding | False |
| authorships[38].raw_affiliation_strings | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[39].author.id | https://openalex.org/A5028534327 |
| authorships[39].author.orcid | https://orcid.org/0000-0003-1308-5755 |
| authorships[39].author.display_name | Stephen Baker |
| authorships[39].countries | GB |
| authorships[39].affiliations[0].institution_ids | https://openalex.org/I241749 |
| authorships[39].affiliations[0].raw_affiliation_string | Department of Medicine, University of Cambridge, Cambridge, UK |
| authorships[39].institutions[0].id | https://openalex.org/I241749 |
| authorships[39].institutions[0].ror | https://ror.org/013meh722 |
| authorships[39].institutions[0].type | education |
| authorships[39].institutions[0].lineage | https://openalex.org/I241749 |
| authorships[39].institutions[0].country_code | GB |
| authorships[39].institutions[0].display_name | University of Cambridge |
| authorships[39].author_position | middle |
| authorships[39].raw_author_name | Stephen Baker |
| authorships[39].is_corresponding | False |
| authorships[39].raw_affiliation_strings | Department of Medicine, University of Cambridge, Cambridge, UK |
| authorships[40].author.id | https://openalex.org/A5065914659 |
| authorships[40].author.orcid | https://orcid.org/0000-0001-7361-719X |
| authorships[40].author.display_name | Andrew J. Pollard |
| authorships[40].countries | GB |
| authorships[40].affiliations[0].institution_ids | https://openalex.org/I40120149, https://openalex.org/I4210146357 |
| authorships[40].affiliations[0].raw_affiliation_string | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[40].institutions[0].id | https://openalex.org/I4210146357 |
| authorships[40].institutions[0].ror | https://ror.org/03dp0vf82 |
| authorships[40].institutions[0].type | company |
| authorships[40].institutions[0].lineage | https://openalex.org/I4210146357 |
| authorships[40].institutions[0].country_code | GB |
| authorships[40].institutions[0].display_name | Oxford BioMedica (United Kingdom) |
| authorships[40].institutions[1].id | https://openalex.org/I40120149 |
| authorships[40].institutions[1].ror | https://ror.org/052gg0110 |
| authorships[40].institutions[1].type | education |
| authorships[40].institutions[1].lineage | https://openalex.org/I40120149 |
| authorships[40].institutions[1].country_code | GB |
| authorships[40].institutions[1].display_name | University of Oxford |
| authorships[40].author_position | middle |
| authorships[40].raw_author_name | Andrew J. Pollard |
| authorships[40].is_corresponding | False |
| authorships[40].raw_affiliation_strings | Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Centre, Oxford, UK |
| authorships[41].author.id | https://openalex.org/A5080847227 |
| authorships[41].author.orcid | https://orcid.org/0000-0002-1128-4729 |
| authorships[41].author.display_name | Chiea Chuen Khor |
| authorships[41].countries | SG |
| authorships[41].affiliations[0].institution_ids | https://openalex.org/I66068411 |
| authorships[41].affiliations[0].raw_affiliation_string | Genome Institute of Singapore, Singapore, Singapore |
| authorships[41].institutions[0].id | https://openalex.org/I66068411 |
| authorships[41].institutions[0].ror | https://ror.org/05k8wg936 |
| authorships[41].institutions[0].type | facility |
| authorships[41].institutions[0].lineage | https://openalex.org/I115228651, https://openalex.org/I2801752549, https://openalex.org/I66068411 |
| authorships[41].institutions[0].country_code | SG |
| authorships[41].institutions[0].display_name | Genome Institute of Singapore |
| authorships[41].author_position | middle |
| authorships[41].raw_author_name | Chiea Chuen Khor |
| authorships[41].is_corresponding | False |
| authorships[41].raw_affiliation_strings | Genome Institute of Singapore, Singapore, Singapore |
| authorships[42].author.id | https://openalex.org/A5006346036 |
| authorships[42].author.orcid | https://orcid.org/0000-0002-4635-9567 |
| authorships[42].author.display_name | Christiane Dolecek |
| authorships[42].countries | TH |
| authorships[42].affiliations[0].institution_ids | https://openalex.org/I25399158, https://openalex.org/I4210126604 |
| authorships[42].affiliations[0].raw_affiliation_string | Mahidol Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand |
| authorships[42].institutions[0].id | https://openalex.org/I4210126604 |
| authorships[42].institutions[0].ror | https://ror.org/03fs9z545 |
| authorships[42].institutions[0].type | facility |
| authorships[42].institutions[0].lineage | https://openalex.org/I25399158, https://openalex.org/I40120149, https://openalex.org/I4210126604, https://openalex.org/I87048295 |
| authorships[42].institutions[0].country_code | TH |
| authorships[42].institutions[0].display_name | Mahidol Oxford Tropical Medicine Research Unit |
| authorships[42].institutions[1].id | https://openalex.org/I25399158 |
| authorships[42].institutions[1].ror | https://ror.org/01znkr924 |
| authorships[42].institutions[1].type | education |
| authorships[42].institutions[1].lineage | https://openalex.org/I25399158 |
| authorships[42].institutions[1].country_code | TH |
| authorships[42].institutions[1].display_name | Mahidol University |
| authorships[42].author_position | middle |
| authorships[42].raw_author_name | Christiane Dolecek |
| authorships[42].is_corresponding | False |
| authorships[42].raw_affiliation_strings | Mahidol Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand |
| authorships[43].author.id | https://openalex.org/A5080066240 |
| authorships[43].author.orcid | https://orcid.org/0000-0002-1125-2743 |
| authorships[43].author.display_name | Buddha Basnyat |
| authorships[43].countries | GB |
| authorships[43].affiliations[0].institution_ids | https://openalex.org/I40120149 |
| authorships[43].affiliations[0].raw_affiliation_string | Nuffield Department of Medicine, Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, UK |
| authorships[43].institutions[0].id | https://openalex.org/I40120149 |
| authorships[43].institutions[0].ror | https://ror.org/052gg0110 |
| authorships[43].institutions[0].type | education |
| authorships[43].institutions[0].lineage | https://openalex.org/I40120149 |
| authorships[43].institutions[0].country_code | GB |
| authorships[43].institutions[0].display_name | University of Oxford |
| authorships[43].author_position | middle |
| authorships[43].raw_author_name | Buddha Basnyat |
| authorships[43].is_corresponding | False |
| authorships[43].raw_affiliation_strings | Nuffield Department of Medicine, Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, UK |
| authorships[44].author.id | https://openalex.org/A5052836977 |
| authorships[44].author.orcid | https://orcid.org/0000-0001-7873-933X |
| authorships[44].author.display_name | Sarah J. Dunstan |
| authorships[44].countries | AU |
| authorships[44].affiliations[0].institution_ids | https://openalex.org/I165779595, https://openalex.org/I4210105123 |
| authorships[44].affiliations[0].raw_affiliation_string | The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia |
| authorships[44].institutions[0].id | https://openalex.org/I4210105123 |
| authorships[44].institutions[0].ror | https://ror.org/016899r71 |
| authorships[44].institutions[0].type | facility |
| authorships[44].institutions[0].lineage | https://openalex.org/I1320473756, https://openalex.org/I165779595, https://openalex.org/I4210105123, https://openalex.org/I4210158168 |
| authorships[44].institutions[0].country_code | AU |
| authorships[44].institutions[0].display_name | Peter Doherty Institute |
| authorships[44].institutions[1].id | https://openalex.org/I165779595 |
| authorships[44].institutions[1].ror | https://ror.org/01ej9dk98 |
| authorships[44].institutions[1].type | education |
| authorships[44].institutions[1].lineage | https://openalex.org/I165779595 |
| authorships[44].institutions[1].country_code | AU |
| authorships[44].institutions[1].display_name | The University of Melbourne |
| authorships[44].author_position | middle |
| authorships[44].raw_author_name | Sarah J. Dunstan |
| authorships[44].is_corresponding | False |
| authorships[44].raw_affiliation_strings | The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia |
| authorships[45].author.id | https://openalex.org/A5080608098 |
| authorships[45].author.orcid | https://orcid.org/0000-0003-3949-2471 |
| authorships[45].author.display_name | Kathryn E. Holt |
| authorships[45].countries | GB |
| authorships[45].affiliations[0].institution_ids | https://openalex.org/I4210089966 |
| authorships[45].affiliations[0].raw_affiliation_string | Department of Infection Biology, London School of Hygiene & Tropical Medicine, London, UK |
| authorships[45].institutions[0].id | https://openalex.org/I4210089966 |
| authorships[45].institutions[0].ror | https://ror.org/00a0jsq62 |
| authorships[45].institutions[0].type | education |
| authorships[45].institutions[0].lineage | https://openalex.org/I124357947, https://openalex.org/I4210089966 |
| authorships[45].institutions[0].country_code | GB |
| authorships[45].institutions[0].display_name | London School of Hygiene & Tropical Medicine |
| authorships[45].author_position | middle |
| authorships[45].raw_author_name | Kathryn E. Holt |
| authorships[45].is_corresponding | False |
| authorships[45].raw_affiliation_strings | Department of Infection Biology, London School of Hygiene & Tropical Medicine, London, UK |
| authorships[46].author.id | https://openalex.org/A5056977453 |
| authorships[46].author.orcid | https://orcid.org/0000-0001-9413-6520 |
| authorships[46].author.display_name | Michael Inouye |
| authorships[46].countries | GB |
| authorships[46].affiliations[0].institution_ids | https://openalex.org/I241749 |
| authorships[46].affiliations[0].raw_affiliation_string | Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, UK |
| authorships[46].institutions[0].id | https://openalex.org/I241749 |
| authorships[46].institutions[0].ror | https://ror.org/013meh722 |
| authorships[46].institutions[0].type | education |
| authorships[46].institutions[0].lineage | https://openalex.org/I241749 |
| authorships[46].institutions[0].country_code | GB |
| authorships[46].institutions[0].display_name | University of Cambridge |
| authorships[46].author_position | last |
| authorships[46].raw_author_name | Michael Inouye |
| authorships[46].is_corresponding | True |
| authorships[46].raw_affiliation_strings | Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, UK |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://www.nature.com/articles/s42003-023-05171-9.pdf |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Direct inference and control of genetic population structure from RNA sequencing data |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-23T05:10:03.516525 |
| primary_topic.id | https://openalex.org/T10015 |
| primary_topic.field.id | https://openalex.org/fields/13 |
| primary_topic.field.display_name | Biochemistry, Genetics and Molecular Biology |
| primary_topic.score | 0.9975000023841858 |
| primary_topic.domain.id | https://openalex.org/domains/1 |
| primary_topic.domain.display_name | Life Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1312 |
| primary_topic.subfield.display_name | Molecular Biology |
| primary_topic.display_name | Genomics and Phylogenetic Studies |
| related_works | https://openalex.org/W2002128513, https://openalex.org/W2092874662, https://openalex.org/W2171277769, https://openalex.org/W1991523530, https://openalex.org/W2020824267, https://openalex.org/W2057739827, https://openalex.org/W2075354549, https://openalex.org/W2031436818, https://openalex.org/W2119103177, https://openalex.org/W2123137888 |
| cited_by_count | 7 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 4 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 2 |
| counts_by_year[2].year | 2023 |
| counts_by_year[2].cited_by_count | 1 |
| locations_count | 4 |
| best_oa_location.id | doi:10.1038/s42003-023-05171-9 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4210225776 |
| best_oa_location.source.issn | 2399-3642 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2399-3642 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Communications Biology |
| best_oa_location.source.host_organization | https://openalex.org/P4310319908 |
| best_oa_location.source.host_organization_name | Nature Portfolio |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310319908, https://openalex.org/P4310319965 |
| best_oa_location.source.host_organization_lineage_names | Nature Portfolio, Springer Nature |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://www.nature.com/articles/s42003-023-05171-9.pdf |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Communications Biology |
| best_oa_location.landing_page_url | https://doi.org/10.1038/s42003-023-05171-9 |
| primary_location.id | doi:10.1038/s42003-023-05171-9 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4210225776 |
| primary_location.source.issn | 2399-3642 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2399-3642 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Communications Biology |
| primary_location.source.host_organization | https://openalex.org/P4310319908 |
| primary_location.source.host_organization_name | Nature Portfolio |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310319908, https://openalex.org/P4310319965 |
| primary_location.source.host_organization_lineage_names | Nature Portfolio, Springer Nature |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://www.nature.com/articles/s42003-023-05171-9.pdf |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Communications Biology |
| primary_location.landing_page_url | https://doi.org/10.1038/s42003-023-05171-9 |
| publication_date | 2023-08-02 |
| publication_year | 2023 |
| referenced_works | https://openalex.org/W2177784250, https://openalex.org/W1981509058, https://openalex.org/W2308074142, https://openalex.org/W2038234348, https://openalex.org/W2970965931, https://openalex.org/W2041711732, https://openalex.org/W1996670119, https://openalex.org/W2157752701, https://openalex.org/W2296717519, https://openalex.org/W1974251657, https://openalex.org/W2164061579, https://openalex.org/W2949933537, https://openalex.org/W1993023683, https://openalex.org/W2905161160, https://openalex.org/W3048789980, https://openalex.org/W2518804993, https://openalex.org/W2793961932, https://openalex.org/W2040258642, https://openalex.org/W2942460483, https://openalex.org/W2025943989, https://openalex.org/W6969212442, https://openalex.org/W2107916366, https://openalex.org/W2903533144, https://openalex.org/W2521004108, https://openalex.org/W3193202599, https://openalex.org/W2732320847, https://openalex.org/W3211794669, https://openalex.org/W2104549677, https://openalex.org/W2169456326, https://openalex.org/W3131055609, https://openalex.org/W2161633633, https://openalex.org/W2951349772, https://openalex.org/W4254687493, https://openalex.org/W1983353224, https://openalex.org/W2322496955, https://openalex.org/W2062088700, https://openalex.org/W2130116522, https://openalex.org/W2114104545, https://openalex.org/W2991212521, https://openalex.org/W2008047653, https://openalex.org/W4226553046 |
| referenced_works_count | 41 |
| abstract_inverted_index.a | 23 |
| abstract_inverted_index.In | 91 |
| abstract_inverted_index.as | 102 |
| abstract_inverted_index.be | 4, 41, 116 |
| abstract_inverted_index.in | 48 |
| abstract_inverted_index.of | 82, 100, 132 |
| abstract_inverted_index.to | 6, 29, 43, 71 |
| abstract_inverted_index.we | 21, 64, 96 |
| abstract_inverted_index.Our | 108 |
| abstract_inverted_index.and | 36, 60, 79, 119, 129 |
| abstract_inverted_index.can | 3, 40, 115 |
| abstract_inverted_index.for | 13, 45, 121 |
| abstract_inverted_index.had | 68 |
| abstract_inverted_index.its | 11 |
| abstract_inverted_index.the | 61, 89 |
| abstract_inverted_index.use | 12 |
| abstract_inverted_index.yet | 10 |
| abstract_inverted_index.data | 2 |
| abstract_inverted_index.from | 56 |
| abstract_inverted_index.gene | 49, 93 |
| abstract_inverted_index.high | 76, 80 |
| abstract_inverted_index.show | 65 |
| abstract_inverted_index.test | 105 |
| abstract_inverted_index.that | 66, 98, 111 |
| abstract_inverted_index.thus | 125 |
| abstract_inverted_index.tool | 27 |
| abstract_inverted_index.used | 5, 42 |
| abstract_inverted_index.with | 75 |
| abstract_inverted_index.Here, | 20 |
| abstract_inverted_index.Using | 52 |
| abstract_inverted_index.blood | 54 |
| abstract_inverted_index.data, | 124 |
| abstract_inverted_index.data. | 134 |
| abstract_inverted_index.found | 97 |
| abstract_inverted_index.infer | 7 |
| abstract_inverted_index.paper | 109 |
| abstract_inverted_index.using | 122 |
| abstract_inverted_index.whole | 53 |
| abstract_inverted_index.RG-PCs | 39, 67, 101 |
| abstract_inverted_index.RNAseq | 1, 123 |
| abstract_inverted_index.assess | 37 |
| abstract_inverted_index.freely | 24 |
| abstract_inverted_index.future | 130 |
| abstract_inverted_index.paired | 72 |
| abstract_inverted_index.study, | 63 |
| abstract_inverted_index.within | 88 |
| abstract_inverted_index.control | 44 |
| abstract_inverted_index.genetic | 8, 15, 32, 83, 112 |
| abstract_inverted_index.reduced | 104 |
| abstract_inverted_index.remains | 18 |
| abstract_inverted_index.results | 70 |
| abstract_inverted_index.samples | 55 |
| abstract_inverted_index.whether | 38 |
| abstract_inverted_index.(RG-PCs) | 35 |
| abstract_inverted_index.Abstract | 0 |
| abstract_inverted_index.Geuvadis | 62 |
| abstract_inverted_index.Nepalese | 58 |
| abstract_inverted_index.analyses | 131 |
| abstract_inverted_index.dataset. | 90 |
| abstract_inverted_index.directly | 117 |
| abstract_inverted_index.estimate | 30 |
| abstract_inverted_index.genotype | 77 |
| abstract_inverted_index.improved | 127 |
| abstract_inverted_index.inferred | 118 |
| abstract_inverted_index.(RGStraP) | 28 |
| abstract_inverted_index.analyses. | 51 |
| abstract_inverted_index.analysis, | 95 |
| abstract_inverted_index.available | 25 |
| abstract_inverted_index.capturing | 86 |
| abstract_inverted_index.construct | 22 |
| abstract_inverted_index.inclusion | 99 |
| abstract_inverted_index.principal | 33, 84 |
| abstract_inverted_index.statistic | 106 |
| abstract_inverted_index.structure | 17, 47, 114 |
| abstract_inverted_index.variants, | 9 |
| abstract_inverted_index.comparable | 69 |
| abstract_inverted_index.components | 34 |
| abstract_inverted_index.controlled | 120 |
| abstract_inverted_index.covariates | 103 |
| abstract_inverted_index.estimating | 14 |
| abstract_inverted_index.expression | 50, 94 |
| abstract_inverted_index.genotypes, | 74 |
| abstract_inverted_index.inflation. | 107 |
| abstract_inverted_index.population | 16, 46, 113 |
| abstract_inverted_index.array-based | 73 |
| abstract_inverted_index.components, | 85 |
| abstract_inverted_index.concordance | 78 |
| abstract_inverted_index.populations | 59 |
| abstract_inverted_index.RNAseq-based | 31 |
| abstract_inverted_index.correlations | 81 |
| abstract_inverted_index.demonstrates | 110 |
| abstract_inverted_index.differential | 92 |
| abstract_inverted_index.facilitating | 126 |
| abstract_inverted_index.understudied | 57 |
| abstract_inverted_index.computational | 26 |
| abstract_inverted_index.retrospective | 128 |
| abstract_inverted_index.subpopulations | 87 |
| abstract_inverted_index.transcriptomic | 133 |
| abstract_inverted_index.underexplored. | 19 |
| cited_by_percentile_year.max | 98 |
| cited_by_percentile_year.min | 89 |
| corresponding_author_ids | https://openalex.org/A5056977453 |
| countries_distinct_count | 9 |
| institutions_distinct_count | 47 |
| corresponding_institution_ids | https://openalex.org/I241749 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/10 |
| sustainable_development_goals[0].score | 0.4300000071525574 |
| sustainable_development_goals[0].display_name | Reduced inequalities |
| citation_normalized_percentile.value | 0.80572987 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |