Race, Gene Expression Signatures, and Clinical Outcomes of Patients With High-Risk Early Breast Cancer Article Swipe
Beverly Kyalwazi
,
Christina Yau
,
Michael J. Campbell
,
Toshio F. Yoshimatsu
,
A. Jo Chien
,
Anne M. Wallace
,
Andres Forero-Torres
,
Lajos Pusztai
,
Erin D. Ellis
,
Kathy S. Albain
,
Anne Blaes
,
Barbara Haley
,
Judy C. Boughey
,
Anthony Elias
,
Amy S. Clark
,
Claudine Isaacs
,
Rita Nanda
,
Hyo S. Han
,
Rachel L. Yung
,
Debasish Tripathy
,
Kristen K. Edmiston
,
Rebecca K. Viscusi
,
Donald W. Northfelt
,
Qamar J. Khan
,
Smita Asare
,
Amy Wilson
,
Gillian L. Hirst
,
Ruixiao Lu
,
W. Fraser Symmans
,
Douglas Yee
,
Angela DeMichele
,
Laura van ’t Veer
,
Laura J. Esserman
,
Olufunmilayo I. Olopade
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1001/jamanetworkopen.2023.49646
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1001/jamanetworkopen.2023.49646
Importance There has been little consideration of genomic risk of recurrence by breast cancer subtype despite evidence of racial disparities in breast cancer outcomes. Objective To evaluate associations between clinical trial end points, namely pathologic complete response (pCR) and distant recurrence–free survival (DRFS), and race and examine whether gene expression signatures are associated with outcomes by race. Design, Setting, and Participants This retrospective cohort study used data from the Investigation of Serial Studies to Predict Your Therapeutic Response With Imaging and Molecular Analysis 2 (I-SPY 2) multicenter clinical trial of neoadjuvant chemotherapy with novel agents and combinations for patients with previously untreated stage II/III breast cancer. Analyses were conducted of associations between race and short- and long-term outcomes, overall and by receptor subtypes, and their association with 28 expression biomarkers. The trial enrolled 990 female patients between March 30, 2010, and November 5, 2016, with a primary tumor size of 2.5 cm or greater and clinical or molecular high risk based on MammaPrint or hormone receptor (HR)-negative/ ERBB2 (formerly HER2 or HER2 / neu )–positive subtyping across 9 arms. This data analysis was performed between June 10, 2021, and October 20, 2022. Exposure Race, tumor receptor subtypes, and genomic biomarker expression of early breast cancer. Main Outcomes and Measures The primary outcomes were pCR and DRFS assessed by race, overall, and by tumor subtype using logistic regression and Cox proportional hazards regression models. The interaction between 28 expression biomarkers and race, considering pCR and DRFS overall and within subtypes, was also evaluated. Results The analytic sample included 974 participants (excluding 16 self-reporting as American Indian or Alaska Native, Native Hawaiian or Other Pacific Islander, or multiple races due to small sample sizes), including 68 Asian (7%), 120 Black (12%), and 786 White (81%) patients. Median (range) age at diagnosis was 47 (25-71) years for Asian, 49 (25-77) for Black, and 49 (23-73) years for White patients. The pCR rates were 32% (n = 22) for Asian, 30% for Black (n = 36), and 32% for White (n = 255) patients ( P = .87). Black patients with HR-positive/ ERBB2 -negative tumors not achieving pCR had significantly worse DRFS than their White counterparts (hazard ratio, 2.28; 95% CI, 1.24-4.21; P = .01), with 5-year DRFS rates of 55% (n = 32) and 77% (n = 247), respectively. Black patients with HR-positive/ ERBB2 -negative tumors, compared with White patients, had higher expression of an interferon signature (mean [SD], 0.39 [0.87] and −0.10 [0.99]; P = .007) and, compared with Asian patients, had a higher mitotic score (mean [SD], 0.07 [1.08] and −0.69 [1.06]; P = .01) and lower estrogen receptor/progesterone receptor signature (mean [SD], 0.31 [0.90] and 1.08 [0.95]; P = .008). A transforming growth factor β signature had a significant association with race relative to pCR and DRFS, with a higher signature associated with lower pCR and worse DRFS outcomes among Black patients only. Conclusions and Relevance The findings show that women with early high-risk breast cancer who achieve pCR have similarly good outcomes regardless of race, but Black women with HR-positive/ ERBB2 -negative tumors without pCR may have worse DRFS than White women, highlighting the need to develop and test novel biomarker-informed therapies in diverse populations.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1001/jamanetworkopen.2023.49646
- https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2813413/kyalwazi_2023_oi_231445_1702931694.52704.pdf
- OA Status
- gold
- Cited By
- 11
- References
- 55
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4390339854
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4390339854Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1001/jamanetworkopen.2023.49646Digital Object Identifier
- Title
-
Race, Gene Expression Signatures, and Clinical Outcomes of Patients With High-Risk Early Breast CancerWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-12-28Full publication date if available
- Authors
-
Beverly Kyalwazi, Christina Yau, Michael J. Campbell, Toshio F. Yoshimatsu, A. Jo Chien, Anne M. Wallace, Andres Forero-Torres, Lajos Pusztai, Erin D. Ellis, Kathy S. Albain, Anne Blaes, Barbara Haley, Judy C. Boughey, Anthony Elias, Amy S. Clark, Claudine Isaacs, Rita Nanda, Hyo S. Han, Rachel L. Yung, Debasish Tripathy, Kristen K. Edmiston, Rebecca K. Viscusi, Donald W. Northfelt, Qamar J. Khan, Smita Asare, Amy Wilson, Gillian L. Hirst, Ruixiao Lu, W. Fraser Symmans, Douglas Yee, Angela DeMichele, Laura van ’t Veer, Laura J. Esserman, Olufunmilayo I. OlopadeList of authors in order
- Landing page
-
https://doi.org/10.1001/jamanetworkopen.2023.49646Publisher landing page
- PDF URL
-
https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2813413/kyalwazi_2023_oi_231445_1702931694.52704.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://jamanetwork.com/journals/jamanetworkopen/articlepdf/2813413/kyalwazi_2023_oi_231445_1702931694.52704.pdfDirect OA link when available
- Concepts
-
Race (biology), Breast cancer, Gene, Oncology, Cancer, Expression (computer science), Medicine, Internal medicine, Gene expression, Genetics, Biology, Computer science, Botany, Programming languageTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
11Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 6, 2024: 5Per-year citation counts (last 5 years)
- References (count)
-
55Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4390339854 |
|---|---|
| doi | https://doi.org/10.1001/jamanetworkopen.2023.49646 |
| ids.doi | https://doi.org/10.1001/jamanetworkopen.2023.49646 |
| ids.mag | 38153734 |
| ids.openalex | https://openalex.org/W4390339854 |
| fwci | 3.95199702 |
| type | article |
| title | Race, Gene Expression Signatures, and Clinical Outcomes of Patients With High-Risk Early Breast Cancer |
| biblio.issue | 12 |
| biblio.volume | 6 |
| biblio.last_page | e2349646 |
| biblio.first_page | e2349646 |
| topics[0].id | https://openalex.org/T10769 |
| topics[0].field.id | https://openalex.org/fields/13 |
| topics[0].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[0].score | 0.9990000128746033 |
| topics[0].domain.id | https://openalex.org/domains/1 |
| topics[0].domain.display_name | Life Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1311 |
| topics[0].subfield.display_name | Genetics |
| topics[0].display_name | BRCA gene mutations in cancer |
| topics[1].id | https://openalex.org/T10183 |
| topics[1].field.id | https://openalex.org/fields/13 |
| topics[1].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[1].score | 0.9984999895095825 |
| topics[1].domain.id | https://openalex.org/domains/1 |
| topics[1].domain.display_name | Life Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1306 |
| topics[1].subfield.display_name | Cancer Research |
| topics[1].display_name | Breast Cancer Treatment Studies |
| topics[2].id | https://openalex.org/T11287 |
| topics[2].field.id | https://openalex.org/fields/13 |
| topics[2].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[2].score | 0.9983000159263611 |
| topics[2].domain.id | https://openalex.org/domains/1 |
| topics[2].domain.display_name | Life Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1306 |
| topics[2].subfield.display_name | Cancer Research |
| topics[2].display_name | Cancer Genomics and Diagnostics |
| is_xpac | False |
| apc_list.value | 3000 |
| apc_list.currency | USD |
| apc_list.value_usd | 3000 |
| apc_paid.value | 3000 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 3000 |
| concepts[0].id | https://openalex.org/C76509639 |
| concepts[0].level | 2 |
| concepts[0].score | 0.7419332265853882 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q918036 |
| concepts[0].display_name | Race (biology) |
| concepts[1].id | https://openalex.org/C530470458 |
| concepts[1].level | 3 |
| concepts[1].score | 0.7300238013267517 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q128581 |
| concepts[1].display_name | Breast cancer |
| concepts[2].id | https://openalex.org/C104317684 |
| concepts[2].level | 2 |
| concepts[2].score | 0.5162503719329834 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q7187 |
| concepts[2].display_name | Gene |
| concepts[3].id | https://openalex.org/C143998085 |
| concepts[3].level | 1 |
| concepts[3].score | 0.5143764615058899 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q162555 |
| concepts[3].display_name | Oncology |
| concepts[4].id | https://openalex.org/C121608353 |
| concepts[4].level | 2 |
| concepts[4].score | 0.4801720678806305 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q12078 |
| concepts[4].display_name | Cancer |
| concepts[5].id | https://openalex.org/C90559484 |
| concepts[5].level | 2 |
| concepts[5].score | 0.4783203601837158 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q778379 |
| concepts[5].display_name | Expression (computer science) |
| concepts[6].id | https://openalex.org/C71924100 |
| concepts[6].level | 0 |
| concepts[6].score | 0.46213358640670776 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[6].display_name | Medicine |
| concepts[7].id | https://openalex.org/C126322002 |
| concepts[7].level | 1 |
| concepts[7].score | 0.4256063997745514 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q11180 |
| concepts[7].display_name | Internal medicine |
| concepts[8].id | https://openalex.org/C150194340 |
| concepts[8].level | 3 |
| concepts[8].score | 0.4214732348918915 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q26972 |
| concepts[8].display_name | Gene expression |
| concepts[9].id | https://openalex.org/C54355233 |
| concepts[9].level | 1 |
| concepts[9].score | 0.3378848731517792 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q7162 |
| concepts[9].display_name | Genetics |
| concepts[10].id | https://openalex.org/C86803240 |
| concepts[10].level | 0 |
| concepts[10].score | 0.2852708697319031 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q420 |
| concepts[10].display_name | Biology |
| concepts[11].id | https://openalex.org/C41008148 |
| concepts[11].level | 0 |
| concepts[11].score | 0.14119035005569458 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[11].display_name | Computer science |
| concepts[12].id | https://openalex.org/C59822182 |
| concepts[12].level | 1 |
| concepts[12].score | 0.0 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q441 |
| concepts[12].display_name | Botany |
| concepts[13].id | https://openalex.org/C199360897 |
| concepts[13].level | 1 |
| concepts[13].score | 0.0 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q9143 |
| concepts[13].display_name | Programming language |
| keywords[0].id | https://openalex.org/keywords/race |
| keywords[0].score | 0.7419332265853882 |
| keywords[0].display_name | Race (biology) |
| keywords[1].id | https://openalex.org/keywords/breast-cancer |
| keywords[1].score | 0.7300238013267517 |
| keywords[1].display_name | Breast cancer |
| keywords[2].id | https://openalex.org/keywords/gene |
| keywords[2].score | 0.5162503719329834 |
| keywords[2].display_name | Gene |
| keywords[3].id | https://openalex.org/keywords/oncology |
| keywords[3].score | 0.5143764615058899 |
| keywords[3].display_name | Oncology |
| keywords[4].id | https://openalex.org/keywords/cancer |
| keywords[4].score | 0.4801720678806305 |
| keywords[4].display_name | Cancer |
| keywords[5].id | https://openalex.org/keywords/expression |
| keywords[5].score | 0.4783203601837158 |
| keywords[5].display_name | Expression (computer science) |
| keywords[6].id | https://openalex.org/keywords/medicine |
| keywords[6].score | 0.46213358640670776 |
| keywords[6].display_name | Medicine |
| keywords[7].id | https://openalex.org/keywords/internal-medicine |
| keywords[7].score | 0.4256063997745514 |
| keywords[7].display_name | Internal medicine |
| keywords[8].id | https://openalex.org/keywords/gene-expression |
| keywords[8].score | 0.4214732348918915 |
| keywords[8].display_name | Gene expression |
| keywords[9].id | https://openalex.org/keywords/genetics |
| keywords[9].score | 0.3378848731517792 |
| keywords[9].display_name | Genetics |
| keywords[10].id | https://openalex.org/keywords/biology |
| keywords[10].score | 0.2852708697319031 |
| keywords[10].display_name | Biology |
| keywords[11].id | https://openalex.org/keywords/computer-science |
| keywords[11].score | 0.14119035005569458 |
| keywords[11].display_name | Computer science |
| language | en |
| locations[0].id | doi:10.1001/jamanetworkopen.2023.49646 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4210217848 |
| locations[0].source.issn | 2574-3805 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2574-3805 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | JAMA Network Open |
| locations[0].source.host_organization | https://openalex.org/P4310320259 |
| locations[0].source.host_organization_name | American Medical Association |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320259 |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2813413/kyalwazi_2023_oi_231445_1702931694.52704.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 | JAMA Network Open |
| locations[0].landing_page_url | https://doi.org/10.1001/jamanetworkopen.2023.49646 |
| locations[1].id | mag:38153734 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4210217848 |
| locations[1].source.issn | 2574-3805 |
| locations[1].source.type | journal |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | 2574-3805 |
| locations[1].source.is_core | True |
| locations[1].source.is_in_doaj | True |
| locations[1].source.display_name | JAMA Network Open |
| locations[1].source.host_organization | https://openalex.org/P4310320259 |
| locations[1].source.host_organization_name | American Medical Association |
| locations[1].source.host_organization_lineage | https://openalex.org/P4310320259 |
| 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 | JAMA network open |
| locations[1].landing_page_url | http://www.uhu.es/estylf2010/trabajos/SS10-02.pdf |
| locations[2].id | pmh:oai:repository.arizona.edu:10150/671726 |
| locations[2].is_oa | True |
| locations[2].source.id | https://openalex.org/S4306400271 |
| 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 | UA Campus Repository (The University of Arizona) |
| locations[2].source.host_organization | https://openalex.org/I138006243 |
| locations[2].source.host_organization_name | University of Arizona |
| locations[2].source.host_organization_lineage | https://openalex.org/I138006243 |
| locations[2].license | cc-by |
| locations[2].pdf_url | |
| locations[2].version | acceptedVersion |
| locations[2].raw_type | text |
| locations[2].license_id | https://openalex.org/licenses/cc-by |
| locations[2].is_accepted | True |
| locations[2].is_published | False |
| locations[2].raw_source_name | JAMA Network Open |
| locations[2].landing_page_url | http://hdl.handle.net/10150/671726 |
| locations[3].id | pmh:oai:pubmedcentral.nih.gov:10755617 |
| locations[3].is_oa | True |
| locations[3].source.id | https://openalex.org/S2764455111 |
| 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 | PubMed Central |
| locations[3].source.host_organization | https://openalex.org/I1299303238 |
| locations[3].source.host_organization_name | National Institutes of Health |
| locations[3].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[3].license | cc-by |
| locations[3].pdf_url | |
| locations[3].version | submittedVersion |
| locations[3].raw_type | Text |
| locations[3].license_id | https://openalex.org/licenses/cc-by |
| locations[3].is_accepted | False |
| locations[3].is_published | False |
| locations[3].raw_source_name | JAMA Netw Open |
| locations[3].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/10755617 |
| locations[4].id | pmh:oai:uchicago.tind.io:11239 |
| locations[4].is_oa | True |
| locations[4].source.id | https://openalex.org/S4306402460 |
| locations[4].source.issn | |
| locations[4].source.type | repository |
| locations[4].source.is_oa | False |
| locations[4].source.issn_l | |
| locations[4].source.is_core | False |
| locations[4].source.is_in_doaj | False |
| locations[4].source.display_name | Knowledge@UChicago (University of Chicago) |
| locations[4].source.host_organization | https://openalex.org/I40347166 |
| locations[4].source.host_organization_name | University of Chicago |
| locations[4].source.host_organization_lineage | https://openalex.org/I40347166 |
| locations[4].license | cc-by-nc-nd |
| locations[4].pdf_url | |
| locations[4].version | submittedVersion |
| locations[4].raw_type | Text |
| locations[4].license_id | https://openalex.org/licenses/cc-by-nc-nd |
| locations[4].is_accepted | False |
| locations[4].is_published | False |
| locations[4].raw_source_name | http://knowledge.uchicago.edu/record/11239 |
| locations[4].landing_page_url | http://knowledge.uchicago.edu/record/11239 |
| indexed_in | crossref, doaj |
| authorships[0].author.id | https://openalex.org/A5076947851 |
| authorships[0].author.orcid | https://orcid.org/0009-0006-9921-3672 |
| authorships[0].author.display_name | Beverly Kyalwazi |
| authorships[0].countries | US |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I867280407 |
| authorships[0].affiliations[0].raw_affiliation_string | Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas |
| authorships[0].affiliations[1].institution_ids | https://openalex.org/I40347166, https://openalex.org/I4210145812 |
| authorships[0].affiliations[1].raw_affiliation_string | Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois |
| authorships[0].institutions[0].id | https://openalex.org/I4210145812 |
| authorships[0].institutions[0].ror | https://ror.org/05feyya22 |
| authorships[0].institutions[0].type | company |
| authorships[0].institutions[0].lineage | https://openalex.org/I4210145812 |
| authorships[0].institutions[0].country_code | US |
| authorships[0].institutions[0].display_name | Cancer Genetics (United States) |
| authorships[0].institutions[1].id | https://openalex.org/I867280407 |
| authorships[0].institutions[1].ror | https://ror.org/05byvp690 |
| authorships[0].institutions[1].type | education |
| authorships[0].institutions[1].lineage | https://openalex.org/I867280407 |
| authorships[0].institutions[1].country_code | US |
| authorships[0].institutions[1].display_name | The University of Texas Southwestern Medical Center |
| authorships[0].institutions[2].id | https://openalex.org/I40347166 |
| authorships[0].institutions[2].ror | https://ror.org/024mw5h28 |
| authorships[0].institutions[2].type | education |
| authorships[0].institutions[2].lineage | https://openalex.org/I40347166 |
| authorships[0].institutions[2].country_code | US |
| authorships[0].institutions[2].display_name | University of Chicago |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Beverly Kyalwazi |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas |
| authorships[1].author.id | https://openalex.org/A5062190609 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-1937-0859 |
| authorships[1].author.display_name | Christina Yau |
| authorships[1].countries | US |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I180670191 |
| authorships[1].affiliations[0].raw_affiliation_string | Department of Surgery, University of California, San Francisco |
| authorships[1].institutions[0].id | https://openalex.org/I180670191 |
| authorships[1].institutions[0].ror | https://ror.org/043mz5j54 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I180670191 |
| authorships[1].institutions[0].country_code | US |
| authorships[1].institutions[0].display_name | University of California, San Francisco |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Christina Yau |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Department of Surgery, University of California, San Francisco |
| authorships[2].author.id | https://openalex.org/A5101867449 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-3788-9240 |
| authorships[2].author.display_name | Michael J. Campbell |
| authorships[2].countries | US |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I180670191 |
| authorships[2].affiliations[0].raw_affiliation_string | Department of Surgery, University of California, San Francisco |
| authorships[2].institutions[0].id | https://openalex.org/I180670191 |
| authorships[2].institutions[0].ror | https://ror.org/043mz5j54 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I180670191 |
| authorships[2].institutions[0].country_code | US |
| authorships[2].institutions[0].display_name | University of California, San Francisco |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Michael J. Campbell |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Department of Surgery, University of California, San Francisco |
| authorships[3].author.id | https://openalex.org/A5069678379 |
| authorships[3].author.orcid | https://orcid.org/0000-0003-2674-8159 |
| authorships[3].author.display_name | Toshio F. Yoshimatsu |
| authorships[3].countries | US |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I40347166, https://openalex.org/I4210145812 |
| authorships[3].affiliations[0].raw_affiliation_string | Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois |
| authorships[3].affiliations[1].institution_ids | https://openalex.org/I40347166 |
| authorships[3].affiliations[1].raw_affiliation_string | Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois |
| authorships[3].institutions[0].id | https://openalex.org/I4210145812 |
| authorships[3].institutions[0].ror | https://ror.org/05feyya22 |
| authorships[3].institutions[0].type | company |
| authorships[3].institutions[0].lineage | https://openalex.org/I4210145812 |
| authorships[3].institutions[0].country_code | US |
| authorships[3].institutions[0].display_name | Cancer Genetics (United States) |
| authorships[3].institutions[1].id | https://openalex.org/I40347166 |
| authorships[3].institutions[1].ror | https://ror.org/024mw5h28 |
| authorships[3].institutions[1].type | education |
| authorships[3].institutions[1].lineage | https://openalex.org/I40347166 |
| authorships[3].institutions[1].country_code | US |
| authorships[3].institutions[1].display_name | University of Chicago |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Toshio F. Yoshimatsu |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois, Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois |
| authorships[4].author.id | https://openalex.org/A5053577410 |
| authorships[4].author.orcid | https://orcid.org/0000-0003-2978-6249 |
| authorships[4].author.display_name | A. Jo Chien |
| authorships[4].countries | US |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I180670191, https://openalex.org/I4210167126 |
| authorships[4].affiliations[0].raw_affiliation_string | Department of Hematology Oncology and Surgery, University of California, San Francisco Helen Diller Comprehensive Cancer Center, San Francisco |
| authorships[4].institutions[0].id | https://openalex.org/I4210167126 |
| authorships[4].institutions[0].ror | https://ror.org/05yndxy10 |
| authorships[4].institutions[0].type | facility |
| authorships[4].institutions[0].lineage | https://openalex.org/I180670191, https://openalex.org/I4210110664, https://openalex.org/I4210167126 |
| authorships[4].institutions[0].country_code | US |
| authorships[4].institutions[0].display_name | UCSF Helen Diller Family Comprehensive Cancer Center |
| authorships[4].institutions[1].id | https://openalex.org/I180670191 |
| authorships[4].institutions[1].ror | https://ror.org/043mz5j54 |
| authorships[4].institutions[1].type | education |
| authorships[4].institutions[1].lineage | https://openalex.org/I180670191 |
| authorships[4].institutions[1].country_code | US |
| authorships[4].institutions[1].display_name | University of California, San Francisco |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | A. Jo Chien |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Department of Hematology Oncology and Surgery, University of California, San Francisco Helen Diller Comprehensive Cancer Center, San Francisco |
| authorships[5].author.id | https://openalex.org/A5090318660 |
| authorships[5].author.orcid | https://orcid.org/0000-0003-2919-2491 |
| authorships[5].author.display_name | Anne M. Wallace |
| authorships[5].countries | US |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I36258959 |
| authorships[5].affiliations[0].raw_affiliation_string | Division of Breast Surgery and the Comprehensive Breast Health Center, University of California San Diego, La Jolla |
| authorships[5].institutions[0].id | https://openalex.org/I36258959 |
| authorships[5].institutions[0].ror | https://ror.org/0168r3w48 |
| authorships[5].institutions[0].type | education |
| authorships[5].institutions[0].lineage | https://openalex.org/I36258959 |
| authorships[5].institutions[0].country_code | US |
| authorships[5].institutions[0].display_name | University of California, San Diego |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Anne M. Wallace |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Division of Breast Surgery and the Comprehensive Breast Health Center, University of California San Diego, La Jolla |
| authorships[6].author.id | https://openalex.org/A5081482337 |
| authorships[6].author.orcid | https://orcid.org/0000-0002-1360-1695 |
| authorships[6].author.display_name | Andres Forero-Torres |
| authorships[6].countries | US |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I32389192 |
| authorships[6].affiliations[0].raw_affiliation_string | Division of Hematology/Oncology, The University of Alabama at Birmingham |
| authorships[6].institutions[0].id | https://openalex.org/I32389192 |
| authorships[6].institutions[0].ror | https://ror.org/008s83205 |
| authorships[6].institutions[0].type | education |
| authorships[6].institutions[0].lineage | https://openalex.org/I32389192 |
| authorships[6].institutions[0].country_code | US |
| authorships[6].institutions[0].display_name | University of Alabama at Birmingham |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Andres Forero-Torres |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Division of Hematology/Oncology, The University of Alabama at Birmingham |
| authorships[7].author.id | https://openalex.org/A5021113979 |
| authorships[7].author.orcid | https://orcid.org/0000-0001-9632-6686 |
| authorships[7].author.display_name | Lajos Pusztai |
| authorships[7].countries | US |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I32971472 |
| authorships[7].affiliations[0].raw_affiliation_string | Department of Medical Oncology, Yale School of Medicine, Yale University, New Haven, Connecticut |
| authorships[7].institutions[0].id | https://openalex.org/I32971472 |
| authorships[7].institutions[0].ror | https://ror.org/03v76x132 |
| authorships[7].institutions[0].type | education |
| authorships[7].institutions[0].lineage | https://openalex.org/I32971472 |
| authorships[7].institutions[0].country_code | US |
| authorships[7].institutions[0].display_name | Yale University |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Lajos Pusztai |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | Department of Medical Oncology, Yale School of Medicine, Yale University, New Haven, Connecticut |
| authorships[8].author.id | https://openalex.org/A5019282482 |
| authorships[8].author.orcid | |
| authorships[8].author.display_name | Erin D. Ellis |
| authorships[8].countries | US |
| authorships[8].affiliations[0].institution_ids | https://openalex.org/I4210093417 |
| authorships[8].affiliations[0].raw_affiliation_string | Swedish Cancer Institute, Seattle, Washington |
| authorships[8].institutions[0].id | https://openalex.org/I4210093417 |
| authorships[8].institutions[0].ror | https://ror.org/004jktf35 |
| authorships[8].institutions[0].type | healthcare |
| authorships[8].institutions[0].lineage | https://openalex.org/I4210093417, https://openalex.org/I94396219 |
| authorships[8].institutions[0].country_code | US |
| authorships[8].institutions[0].display_name | Swedish Medical Center |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | Erin D. Ellis |
| authorships[8].is_corresponding | False |
| authorships[8].raw_affiliation_strings | Swedish Cancer Institute, Seattle, Washington |
| authorships[9].author.id | https://openalex.org/A5059538753 |
| authorships[9].author.orcid | https://orcid.org/0000-0002-2899-2473 |
| authorships[9].author.display_name | Kathy S. Albain |
| authorships[9].countries | US |
| authorships[9].affiliations[0].institution_ids | https://openalex.org/I130238516 |
| authorships[9].affiliations[0].raw_affiliation_string | Division of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis |
| authorships[9].institutions[0].id | https://openalex.org/I130238516 |
| authorships[9].institutions[0].ror | https://ror.org/017zqws13 |
| authorships[9].institutions[0].type | education |
| authorships[9].institutions[0].lineage | https://openalex.org/I130238516 |
| authorships[9].institutions[0].country_code | US |
| authorships[9].institutions[0].display_name | University of Minnesota |
| authorships[9].author_position | middle |
| authorships[9].raw_author_name | Kathy S. Albain |
| authorships[9].is_corresponding | False |
| authorships[9].raw_affiliation_strings | Division of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis |
| authorships[10].author.id | https://openalex.org/A5040813731 |
| authorships[10].author.orcid | https://orcid.org/0000-0002-5433-4810 |
| authorships[10].author.display_name | Anne Blaes |
| authorships[10].countries | US |
| authorships[10].affiliations[0].institution_ids | https://openalex.org/I130238516 |
| authorships[10].affiliations[0].raw_affiliation_string | Division of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis |
| authorships[10].institutions[0].id | https://openalex.org/I130238516 |
| authorships[10].institutions[0].ror | https://ror.org/017zqws13 |
| authorships[10].institutions[0].type | education |
| authorships[10].institutions[0].lineage | https://openalex.org/I130238516 |
| authorships[10].institutions[0].country_code | US |
| authorships[10].institutions[0].display_name | University of Minnesota |
| authorships[10].author_position | middle |
| authorships[10].raw_author_name | Anne H. Blaes |
| authorships[10].is_corresponding | False |
| authorships[10].raw_affiliation_strings | Division of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis |
| authorships[11].author.id | https://openalex.org/A5015224704 |
| authorships[11].author.orcid | https://orcid.org/0000-0001-6106-2676 |
| authorships[11].author.display_name | Barbara Haley |
| authorships[11].countries | US |
| authorships[11].affiliations[0].institution_ids | https://openalex.org/I867280407 |
| authorships[11].affiliations[0].raw_affiliation_string | Division of Hematology-Oncology, University of Texas Southwestern Medical Center, Dallas |
| authorships[11].institutions[0].id | https://openalex.org/I867280407 |
| authorships[11].institutions[0].ror | https://ror.org/05byvp690 |
| authorships[11].institutions[0].type | education |
| authorships[11].institutions[0].lineage | https://openalex.org/I867280407 |
| authorships[11].institutions[0].country_code | US |
| authorships[11].institutions[0].display_name | The University of Texas Southwestern Medical Center |
| authorships[11].author_position | middle |
| authorships[11].raw_author_name | Barbara B. Haley |
| authorships[11].is_corresponding | False |
| authorships[11].raw_affiliation_strings | Division of Hematology-Oncology, University of Texas Southwestern Medical Center, Dallas |
| authorships[12].author.id | https://openalex.org/A5033544737 |
| authorships[12].author.orcid | https://orcid.org/0000-0003-3820-3228 |
| authorships[12].author.display_name | Judy C. Boughey |
| authorships[12].countries | US |
| authorships[12].affiliations[0].institution_ids | https://openalex.org/I1330342723 |
| authorships[12].affiliations[0].raw_affiliation_string | Department of Surgery, Mayo Clinic, Rochester, Minnesota |
| authorships[12].institutions[0].id | https://openalex.org/I1330342723 |
| authorships[12].institutions[0].ror | https://ror.org/02qp3tb03 |
| authorships[12].institutions[0].type | healthcare |
| authorships[12].institutions[0].lineage | https://openalex.org/I1330342723 |
| authorships[12].institutions[0].country_code | US |
| authorships[12].institutions[0].display_name | Mayo Clinic |
| authorships[12].author_position | middle |
| authorships[12].raw_author_name | Judy C. Boughey |
| authorships[12].is_corresponding | False |
| authorships[12].raw_affiliation_strings | Department of Surgery, Mayo Clinic, Rochester, Minnesota |
| authorships[13].author.id | https://openalex.org/A5091848952 |
| authorships[13].author.orcid | https://orcid.org/0000-0002-6509-9211 |
| authorships[13].author.display_name | Anthony Elias |
| authorships[13].countries | US |
| authorships[13].affiliations[0].institution_ids | https://openalex.org/I4210134151, https://openalex.org/I921990950 |
| authorships[13].affiliations[0].raw_affiliation_string | University of Colorado Cancer Center, Aurora |
| authorships[13].institutions[0].id | https://openalex.org/I4210134151 |
| authorships[13].institutions[0].ror | https://ror.org/04cqn7d42 |
| authorships[13].institutions[0].type | healthcare |
| authorships[13].institutions[0].lineage | https://openalex.org/I4210134151 |
| authorships[13].institutions[0].country_code | US |
| authorships[13].institutions[0].display_name | University of Colorado Cancer Center |
| authorships[13].institutions[1].id | https://openalex.org/I921990950 |
| authorships[13].institutions[1].ror | https://ror.org/02hh7en24 |
| authorships[13].institutions[1].type | education |
| authorships[13].institutions[1].lineage | https://openalex.org/I921990950 |
| authorships[13].institutions[1].country_code | US |
| authorships[13].institutions[1].display_name | University of Colorado Denver |
| authorships[13].author_position | middle |
| authorships[13].raw_author_name | Anthony D. Elias |
| authorships[13].is_corresponding | False |
| authorships[13].raw_affiliation_strings | University of Colorado Cancer Center, Aurora |
| authorships[14].author.id | https://openalex.org/A5063684368 |
| authorships[14].author.orcid | https://orcid.org/0000-0002-3685-6535 |
| authorships[14].author.display_name | Amy S. Clark |
| authorships[14].countries | US |
| authorships[14].affiliations[0].institution_ids | https://openalex.org/I79576946 |
| authorships[14].affiliations[0].raw_affiliation_string | Division of Hematology and Oncology, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia |
| authorships[14].institutions[0].id | https://openalex.org/I79576946 |
| authorships[14].institutions[0].ror | https://ror.org/00b30xv10 |
| authorships[14].institutions[0].type | education |
| authorships[14].institutions[0].lineage | https://openalex.org/I79576946 |
| authorships[14].institutions[0].country_code | US |
| authorships[14].institutions[0].display_name | University of Pennsylvania |
| authorships[14].author_position | middle |
| authorships[14].raw_author_name | Amy S. Clark |
| authorships[14].is_corresponding | False |
| authorships[14].raw_affiliation_strings | Division of Hematology and Oncology, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia |
| authorships[15].author.id | https://openalex.org/A5071176191 |
| authorships[15].author.orcid | https://orcid.org/0000-0002-9646-1260 |
| authorships[15].author.display_name | Claudine Isaacs |
| authorships[15].countries | US |
| authorships[15].affiliations[0].institution_ids | https://openalex.org/I184565670 |
| authorships[15].affiliations[0].raw_affiliation_string | Department of Medicine, Georgetown University, Washington, DC |
| authorships[15].institutions[0].id | https://openalex.org/I184565670 |
| authorships[15].institutions[0].ror | https://ror.org/05vzafd60 |
| authorships[15].institutions[0].type | education |
| authorships[15].institutions[0].lineage | https://openalex.org/I184565670 |
| authorships[15].institutions[0].country_code | US |
| authorships[15].institutions[0].display_name | Georgetown University |
| authorships[15].author_position | middle |
| authorships[15].raw_author_name | Claudine J. Isaacs |
| authorships[15].is_corresponding | False |
| authorships[15].raw_affiliation_strings | Department of Medicine, Georgetown University, Washington, DC |
| authorships[16].author.id | https://openalex.org/A5005007467 |
| authorships[16].author.orcid | https://orcid.org/0000-0001-5248-0876 |
| authorships[16].author.display_name | Rita Nanda |
| authorships[16].countries | US |
| authorships[16].affiliations[0].institution_ids | https://openalex.org/I40347166 |
| authorships[16].affiliations[0].raw_affiliation_string | Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois |
| authorships[16].institutions[0].id | https://openalex.org/I40347166 |
| authorships[16].institutions[0].ror | https://ror.org/024mw5h28 |
| authorships[16].institutions[0].type | education |
| authorships[16].institutions[0].lineage | https://openalex.org/I40347166 |
| authorships[16].institutions[0].country_code | US |
| authorships[16].institutions[0].display_name | University of Chicago |
| authorships[16].author_position | middle |
| authorships[16].raw_author_name | Rita Nanda |
| authorships[16].is_corresponding | False |
| authorships[16].raw_affiliation_strings | Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois |
| authorships[17].author.id | https://openalex.org/A5059240684 |
| authorships[17].author.orcid | https://orcid.org/0000-0002-0072-0257 |
| authorships[17].author.display_name | Hyo S. Han |
| authorships[17].countries | US |
| authorships[17].affiliations[0].institution_ids | https://openalex.org/I3019308854 |
| authorships[17].affiliations[0].raw_affiliation_string | Department of Breast Oncology, Moffitt Cancer Center, Tampa, Florida |
| authorships[17].institutions[0].id | https://openalex.org/I3019308854 |
| authorships[17].institutions[0].ror | https://ror.org/01xf75524 |
| authorships[17].institutions[0].type | healthcare |
| authorships[17].institutions[0].lineage | https://openalex.org/I3019308854 |
| authorships[17].institutions[0].country_code | US |
| authorships[17].institutions[0].display_name | Moffitt Cancer Center |
| authorships[17].author_position | middle |
| authorships[17].raw_author_name | Hyo S. Han |
| authorships[17].is_corresponding | False |
| authorships[17].raw_affiliation_strings | Department of Breast Oncology, Moffitt Cancer Center, Tampa, Florida |
| authorships[18].author.id | https://openalex.org/A5029049718 |
| authorships[18].author.orcid | https://orcid.org/0000-0001-9142-7656 |
| authorships[18].author.display_name | Rachel L. Yung |
| authorships[18].countries | US |
| authorships[18].affiliations[0].institution_ids | https://openalex.org/I201448701 |
| authorships[18].affiliations[0].raw_affiliation_string | Department of Medicine, School of Medicine, University of Washington, Seattle |
| authorships[18].institutions[0].id | https://openalex.org/I201448701 |
| authorships[18].institutions[0].ror | https://ror.org/00cvxb145 |
| authorships[18].institutions[0].type | education |
| authorships[18].institutions[0].lineage | https://openalex.org/I201448701 |
| authorships[18].institutions[0].country_code | US |
| authorships[18].institutions[0].display_name | University of Washington |
| authorships[18].author_position | middle |
| authorships[18].raw_author_name | Rachel L. Yung |
| authorships[18].is_corresponding | False |
| authorships[18].raw_affiliation_strings | Department of Medicine, School of Medicine, University of Washington, Seattle |
| authorships[19].author.id | https://openalex.org/A5110492375 |
| authorships[19].author.orcid | |
| authorships[19].author.display_name | Debasish Tripathy |
| authorships[19].countries | US |
| authorships[19].affiliations[0].institution_ids | https://openalex.org/I1343551460 |
| authorships[19].affiliations[0].raw_affiliation_string | Division of Cancer Medicine, Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston |
| authorships[19].institutions[0].id | https://openalex.org/I1343551460 |
| authorships[19].institutions[0].ror | https://ror.org/04twxam07 |
| authorships[19].institutions[0].type | healthcare |
| authorships[19].institutions[0].lineage | https://openalex.org/I1343551460 |
| authorships[19].institutions[0].country_code | US |
| authorships[19].institutions[0].display_name | The University of Texas MD Anderson Cancer Center |
| authorships[19].author_position | middle |
| authorships[19].raw_author_name | Debasish Tripathy |
| authorships[19].is_corresponding | False |
| authorships[19].raw_affiliation_strings | Division of Cancer Medicine, Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston |
| authorships[20].author.id | https://openalex.org/A5048677350 |
| authorships[20].author.orcid | |
| authorships[20].author.display_name | Kristen K. Edmiston |
| authorships[20].countries | US |
| authorships[20].affiliations[0].institution_ids | https://openalex.org/I116530498 |
| authorships[20].affiliations[0].raw_affiliation_string | Inova Health System, Fairfax, Virginia |
| authorships[20].institutions[0].id | https://openalex.org/I116530498 |
| authorships[20].institutions[0].ror | https://ror.org/04mrb6c22 |
| authorships[20].institutions[0].type | healthcare |
| authorships[20].institutions[0].lineage | https://openalex.org/I116530498 |
| authorships[20].institutions[0].country_code | US |
| authorships[20].institutions[0].display_name | Inova Health System |
| authorships[20].author_position | middle |
| authorships[20].raw_author_name | Kristen K. Edmiston |
| authorships[20].is_corresponding | False |
| authorships[20].raw_affiliation_strings | Inova Health System, Fairfax, Virginia |
| authorships[21].author.id | https://openalex.org/A5065945123 |
| authorships[21].author.orcid | |
| authorships[21].author.display_name | Rebecca K. Viscusi |
| authorships[21].countries | US |
| authorships[21].affiliations[0].institution_ids | https://openalex.org/I138006243 |
| authorships[21].affiliations[0].raw_affiliation_string | Department of Surgery, University of Arizona College of Medicine, Tucson |
| authorships[21].institutions[0].id | https://openalex.org/I138006243 |
| authorships[21].institutions[0].ror | https://ror.org/03m2x1q45 |
| authorships[21].institutions[0].type | education |
| authorships[21].institutions[0].lineage | https://openalex.org/I138006243 |
| authorships[21].institutions[0].country_code | US |
| authorships[21].institutions[0].display_name | University of Arizona |
| authorships[21].author_position | middle |
| authorships[21].raw_author_name | Rebecca K. Viscusi |
| authorships[21].is_corresponding | False |
| authorships[21].raw_affiliation_strings | Department of Surgery, University of Arizona College of Medicine, Tucson |
| authorships[22].author.id | https://openalex.org/A5048646563 |
| authorships[22].author.orcid | https://orcid.org/0000-0002-5850-0118 |
| authorships[22].author.display_name | Donald W. Northfelt |
| authorships[22].countries | US |
| authorships[22].affiliations[0].institution_ids | https://openalex.org/I4210127938 |
| authorships[22].affiliations[0].raw_affiliation_string | Department of Medical Oncology, Mayo Clinic, Phoenix, Arizona |
| authorships[22].institutions[0].id | https://openalex.org/I4210127938 |
| authorships[22].institutions[0].ror | https://ror.org/03660jn93 |
| authorships[22].institutions[0].type | healthcare |
| authorships[22].institutions[0].lineage | https://openalex.org/I1330342723, https://openalex.org/I4210125099, https://openalex.org/I4210127938 |
| authorships[22].institutions[0].country_code | US |
| authorships[22].institutions[0].display_name | Mayo Clinic Hospital |
| authorships[22].author_position | middle |
| authorships[22].raw_author_name | Donald W. Northfelt |
| authorships[22].is_corresponding | False |
| authorships[22].raw_affiliation_strings | Department of Medical Oncology, Mayo Clinic, Phoenix, Arizona |
| authorships[23].author.id | https://openalex.org/A5028067020 |
| authorships[23].author.orcid | https://orcid.org/0000-0002-6287-020X |
| authorships[23].author.display_name | Qamar J. Khan |
| authorships[23].countries | US |
| authorships[23].affiliations[0].institution_ids | https://openalex.org/I4210128618 |
| authorships[23].affiliations[0].raw_affiliation_string | Division of Medical Oncology, Department of Internal Medicine, University of Kansas Medical Center, Kansas City |
| authorships[23].institutions[0].id | https://openalex.org/I4210128618 |
| authorships[23].institutions[0].ror | https://ror.org/036c9yv20 |
| authorships[23].institutions[0].type | healthcare |
| authorships[23].institutions[0].lineage | https://openalex.org/I4210128618 |
| authorships[23].institutions[0].country_code | US |
| authorships[23].institutions[0].display_name | University of Kansas Medical Center |
| authorships[23].author_position | middle |
| authorships[23].raw_author_name | Qamar J. Khan |
| authorships[23].is_corresponding | False |
| authorships[23].raw_affiliation_strings | Division of Medical Oncology, Department of Internal Medicine, University of Kansas Medical Center, Kansas City |
| authorships[24].author.id | https://openalex.org/A5045249036 |
| authorships[24].author.orcid | https://orcid.org/0000-0001-6707-0917 |
| authorships[24].author.display_name | Smita Asare |
| authorships[24].countries | US |
| authorships[24].affiliations[0].institution_ids | https://openalex.org/I4210102782 |
| authorships[24].affiliations[0].raw_affiliation_string | Quantum Leap Healthcare Collaborative, San Francisco, California |
| authorships[24].institutions[0].id | https://openalex.org/I4210102782 |
| authorships[24].institutions[0].ror | https://ror.org/019504w35 |
| authorships[24].institutions[0].type | nonprofit |
| authorships[24].institutions[0].lineage | https://openalex.org/I4210102782 |
| authorships[24].institutions[0].country_code | US |
| authorships[24].institutions[0].display_name | Quantum Leap Healthcare Collaborative |
| authorships[24].author_position | middle |
| authorships[24].raw_author_name | Smita M. Asare |
| authorships[24].is_corresponding | False |
| authorships[24].raw_affiliation_strings | Quantum Leap Healthcare Collaborative, San Francisco, California |
| authorships[25].author.id | https://openalex.org/A5027642389 |
| authorships[25].author.orcid | https://orcid.org/0000-0001-9902-4181 |
| authorships[25].author.display_name | Amy Wilson |
| authorships[25].countries | US |
| authorships[25].affiliations[0].institution_ids | https://openalex.org/I4210102782 |
| authorships[25].affiliations[0].raw_affiliation_string | Quantum Leap Healthcare Collaborative, San Francisco, California |
| authorships[25].institutions[0].id | https://openalex.org/I4210102782 |
| authorships[25].institutions[0].ror | https://ror.org/019504w35 |
| authorships[25].institutions[0].type | nonprofit |
| authorships[25].institutions[0].lineage | https://openalex.org/I4210102782 |
| authorships[25].institutions[0].country_code | US |
| authorships[25].institutions[0].display_name | Quantum Leap Healthcare Collaborative |
| authorships[25].author_position | middle |
| authorships[25].raw_author_name | Amy Wilson |
| authorships[25].is_corresponding | False |
| authorships[25].raw_affiliation_strings | Quantum Leap Healthcare Collaborative, San Francisco, California |
| authorships[26].author.id | https://openalex.org/A5076178845 |
| authorships[26].author.orcid | https://orcid.org/0000-0002-4502-0035 |
| authorships[26].author.display_name | Gillian L. Hirst |
| authorships[26].countries | US |
| authorships[26].affiliations[0].institution_ids | https://openalex.org/I180670191 |
| authorships[26].affiliations[0].raw_affiliation_string | Department of Surgery, University of California, San Francisco |
| authorships[26].institutions[0].id | https://openalex.org/I180670191 |
| authorships[26].institutions[0].ror | https://ror.org/043mz5j54 |
| authorships[26].institutions[0].type | education |
| authorships[26].institutions[0].lineage | https://openalex.org/I180670191 |
| authorships[26].institutions[0].country_code | US |
| authorships[26].institutions[0].display_name | University of California, San Francisco |
| authorships[26].author_position | middle |
| authorships[26].raw_author_name | Gillian L. Hirst |
| authorships[26].is_corresponding | False |
| authorships[26].raw_affiliation_strings | Department of Surgery, University of California, San Francisco |
| authorships[27].author.id | https://openalex.org/A5058243019 |
| authorships[27].author.orcid | https://orcid.org/0000-0003-1330-1972 |
| authorships[27].author.display_name | Ruixiao Lu |
| authorships[27].countries | US |
| authorships[27].affiliations[0].institution_ids | https://openalex.org/I4210102782 |
| authorships[27].affiliations[0].raw_affiliation_string | Quantum Leap Healthcare Collaborative, San Francisco, California |
| authorships[27].institutions[0].id | https://openalex.org/I4210102782 |
| authorships[27].institutions[0].ror | https://ror.org/019504w35 |
| authorships[27].institutions[0].type | nonprofit |
| authorships[27].institutions[0].lineage | https://openalex.org/I4210102782 |
| authorships[27].institutions[0].country_code | US |
| authorships[27].institutions[0].display_name | Quantum Leap Healthcare Collaborative |
| authorships[27].author_position | middle |
| authorships[27].raw_author_name | Ruixiao Lu |
| authorships[27].is_corresponding | False |
| authorships[27].raw_affiliation_strings | Quantum Leap Healthcare Collaborative, San Francisco, California |
| authorships[28].author.id | https://openalex.org/A5001315712 |
| authorships[28].author.orcid | https://orcid.org/0000-0002-1526-184X |
| authorships[28].author.display_name | W. Fraser Symmans |
| authorships[28].countries | US |
| authorships[28].affiliations[0].institution_ids | https://openalex.org/I1343551460 |
| authorships[28].affiliations[0].raw_affiliation_string | Division of Pathology and Laboratory Medicine, Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston |
| authorships[28].institutions[0].id | https://openalex.org/I1343551460 |
| authorships[28].institutions[0].ror | https://ror.org/04twxam07 |
| authorships[28].institutions[0].type | healthcare |
| authorships[28].institutions[0].lineage | https://openalex.org/I1343551460 |
| authorships[28].institutions[0].country_code | US |
| authorships[28].institutions[0].display_name | The University of Texas MD Anderson Cancer Center |
| authorships[28].author_position | middle |
| authorships[28].raw_author_name | William Fraser Symmans |
| authorships[28].is_corresponding | False |
| authorships[28].raw_affiliation_strings | Division of Pathology and Laboratory Medicine, Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston |
| authorships[29].author.id | https://openalex.org/A5033966004 |
| authorships[29].author.orcid | https://orcid.org/0000-0002-3387-4009 |
| authorships[29].author.display_name | Douglas Yee |
| authorships[29].countries | US |
| authorships[29].affiliations[0].institution_ids | https://openalex.org/I130238516 |
| authorships[29].affiliations[0].raw_affiliation_string | Division of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis |
| authorships[29].institutions[0].id | https://openalex.org/I130238516 |
| authorships[29].institutions[0].ror | https://ror.org/017zqws13 |
| authorships[29].institutions[0].type | education |
| authorships[29].institutions[0].lineage | https://openalex.org/I130238516 |
| authorships[29].institutions[0].country_code | US |
| authorships[29].institutions[0].display_name | University of Minnesota |
| authorships[29].author_position | middle |
| authorships[29].raw_author_name | Douglas Yee |
| authorships[29].is_corresponding | False |
| authorships[29].raw_affiliation_strings | Division of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis |
| authorships[30].author.id | https://openalex.org/A5005537242 |
| authorships[30].author.orcid | https://orcid.org/0000-0003-1297-4251 |
| authorships[30].author.display_name | Angela DeMichele |
| authorships[30].countries | US |
| authorships[30].affiliations[0].institution_ids | https://openalex.org/I79576946 |
| authorships[30].affiliations[0].raw_affiliation_string | Division of Hematology and Oncology, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia |
| authorships[30].institutions[0].id | https://openalex.org/I79576946 |
| authorships[30].institutions[0].ror | https://ror.org/00b30xv10 |
| authorships[30].institutions[0].type | education |
| authorships[30].institutions[0].lineage | https://openalex.org/I79576946 |
| authorships[30].institutions[0].country_code | US |
| authorships[30].institutions[0].display_name | University of Pennsylvania |
| authorships[30].author_position | middle |
| authorships[30].raw_author_name | Angela M. DeMichele |
| authorships[30].is_corresponding | False |
| authorships[30].raw_affiliation_strings | Division of Hematology and Oncology, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia |
| authorships[31].author.id | https://openalex.org/A5014135109 |
| authorships[31].author.orcid | https://orcid.org/0000-0002-9838-8298 |
| authorships[31].author.display_name | Laura van ’t Veer |
| authorships[31].countries | US |
| authorships[31].affiliations[0].institution_ids | https://openalex.org/I180670191, https://openalex.org/I4210167126 |
| authorships[31].affiliations[0].raw_affiliation_string | Department of Laboratory Medicine, University of California, San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco |
| authorships[31].institutions[0].id | https://openalex.org/I4210167126 |
| authorships[31].institutions[0].ror | https://ror.org/05yndxy10 |
| authorships[31].institutions[0].type | facility |
| authorships[31].institutions[0].lineage | https://openalex.org/I180670191, https://openalex.org/I4210110664, https://openalex.org/I4210167126 |
| authorships[31].institutions[0].country_code | US |
| authorships[31].institutions[0].display_name | UCSF Helen Diller Family Comprehensive Cancer Center |
| authorships[31].institutions[1].id | https://openalex.org/I180670191 |
| authorships[31].institutions[1].ror | https://ror.org/043mz5j54 |
| authorships[31].institutions[1].type | education |
| authorships[31].institutions[1].lineage | https://openalex.org/I180670191 |
| authorships[31].institutions[1].country_code | US |
| authorships[31].institutions[1].display_name | University of California, San Francisco |
| authorships[31].author_position | middle |
| authorships[31].raw_author_name | Laura J. van ’t Veer |
| authorships[31].is_corresponding | False |
| authorships[31].raw_affiliation_strings | Department of Laboratory Medicine, University of California, San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco |
| authorships[32].author.id | https://openalex.org/A5072789687 |
| authorships[32].author.orcid | https://orcid.org/0000-0001-9202-4568 |
| authorships[32].author.display_name | Laura J. Esserman |
| authorships[32].countries | US |
| authorships[32].affiliations[0].institution_ids | https://openalex.org/I180670191 |
| authorships[32].affiliations[0].raw_affiliation_string | Department of Surgery, University of California, San Francisco |
| authorships[32].institutions[0].id | https://openalex.org/I180670191 |
| authorships[32].institutions[0].ror | https://ror.org/043mz5j54 |
| authorships[32].institutions[0].type | education |
| authorships[32].institutions[0].lineage | https://openalex.org/I180670191 |
| authorships[32].institutions[0].country_code | US |
| authorships[32].institutions[0].display_name | University of California, San Francisco |
| authorships[32].author_position | middle |
| authorships[32].raw_author_name | Laura J. Esserman |
| authorships[32].is_corresponding | True |
| authorships[32].raw_affiliation_strings | Department of Surgery, University of California, San Francisco |
| authorships[33].author.id | https://openalex.org/A5057209864 |
| authorships[33].author.orcid | https://orcid.org/0000-0002-9936-1599 |
| authorships[33].author.display_name | Olufunmilayo I. Olopade |
| authorships[33].countries | US |
| authorships[33].affiliations[0].institution_ids | https://openalex.org/I40347166 |
| authorships[33].affiliations[0].raw_affiliation_string | Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois |
| authorships[33].affiliations[1].institution_ids | https://openalex.org/I40347166, https://openalex.org/I4210145812 |
| authorships[33].affiliations[1].raw_affiliation_string | Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois |
| authorships[33].institutions[0].id | https://openalex.org/I4210145812 |
| authorships[33].institutions[0].ror | https://ror.org/05feyya22 |
| authorships[33].institutions[0].type | company |
| authorships[33].institutions[0].lineage | https://openalex.org/I4210145812 |
| authorships[33].institutions[0].country_code | US |
| authorships[33].institutions[0].display_name | Cancer Genetics (United States) |
| authorships[33].institutions[1].id | https://openalex.org/I40347166 |
| authorships[33].institutions[1].ror | https://ror.org/024mw5h28 |
| authorships[33].institutions[1].type | education |
| authorships[33].institutions[1].lineage | https://openalex.org/I40347166 |
| authorships[33].institutions[1].country_code | US |
| authorships[33].institutions[1].display_name | University of Chicago |
| authorships[33].author_position | last |
| authorships[33].raw_author_name | Olufunmilayo I. Olopade |
| authorships[33].is_corresponding | False |
| authorships[33].raw_affiliation_strings | Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois, Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2813413/kyalwazi_2023_oi_231445_1702931694.52704.pdf |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Race, Gene Expression Signatures, and Clinical Outcomes of Patients With High-Risk Early Breast Cancer |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10769 |
| primary_topic.field.id | https://openalex.org/fields/13 |
| primary_topic.field.display_name | Biochemistry, Genetics and Molecular Biology |
| primary_topic.score | 0.9990000128746033 |
| primary_topic.domain.id | https://openalex.org/domains/1 |
| primary_topic.domain.display_name | Life Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1311 |
| primary_topic.subfield.display_name | Genetics |
| primary_topic.display_name | BRCA gene mutations in cancer |
| related_works | https://openalex.org/W4391375266, https://openalex.org/W2492471733, https://openalex.org/W3013012681, https://openalex.org/W2337668750, https://openalex.org/W2980238164, https://openalex.org/W2496505685, https://openalex.org/W1718051419, https://openalex.org/W2989121736, https://openalex.org/W2892677547, https://openalex.org/W2557359331 |
| cited_by_count | 11 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 6 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 5 |
| locations_count | 5 |
| best_oa_location.id | doi:10.1001/jamanetworkopen.2023.49646 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4210217848 |
| best_oa_location.source.issn | 2574-3805 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2574-3805 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | JAMA Network Open |
| best_oa_location.source.host_organization | https://openalex.org/P4310320259 |
| best_oa_location.source.host_organization_name | American Medical Association |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320259 |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2813413/kyalwazi_2023_oi_231445_1702931694.52704.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 | JAMA Network Open |
| best_oa_location.landing_page_url | https://doi.org/10.1001/jamanetworkopen.2023.49646 |
| primary_location.id | doi:10.1001/jamanetworkopen.2023.49646 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4210217848 |
| primary_location.source.issn | 2574-3805 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2574-3805 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | JAMA Network Open |
| primary_location.source.host_organization | https://openalex.org/P4310320259 |
| primary_location.source.host_organization_name | American Medical Association |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320259 |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2813413/kyalwazi_2023_oi_231445_1702931694.52704.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 | JAMA Network Open |
| primary_location.landing_page_url | https://doi.org/10.1001/jamanetworkopen.2023.49646 |
| publication_date | 2023-12-28 |
| publication_year | 2023 |
| referenced_works | https://openalex.org/W4245943538, https://openalex.org/W2161426850, https://openalex.org/W2110571385, https://openalex.org/W2148968807, https://openalex.org/W2166149308, https://openalex.org/W4212820628, https://openalex.org/W2166846975, https://openalex.org/W2620646026, https://openalex.org/W2621395069, https://openalex.org/W2005494948, https://openalex.org/W2471493685, https://openalex.org/W2474664935, https://openalex.org/W2951394443, https://openalex.org/W3203051641, https://openalex.org/W3004461112, https://openalex.org/W3208653333, https://openalex.org/W4310710439, https://openalex.org/W3005738019, https://openalex.org/W4292229870, https://openalex.org/W3044857394, https://openalex.org/W4281559326, https://openalex.org/W1992468678, https://openalex.org/W2952406594, https://openalex.org/W2072761001, https://openalex.org/W2101824635, https://openalex.org/W3089593691, https://openalex.org/W3124520898, https://openalex.org/W2112562332, https://openalex.org/W1987264721, https://openalex.org/W2060942956, https://openalex.org/W2611684441, https://openalex.org/W3096243511, https://openalex.org/W4361270177, https://openalex.org/W4361278979, https://openalex.org/W2070237809, https://openalex.org/W2517421365, https://openalex.org/W4226365519, https://openalex.org/W4253619817, https://openalex.org/W2976296649, https://openalex.org/W2998953297, https://openalex.org/W3215318424, https://openalex.org/W2895380444, https://openalex.org/W3126279642, https://openalex.org/W2771978163, https://openalex.org/W2794234450, https://openalex.org/W2547167998, https://openalex.org/W4244797957, https://openalex.org/W3162020177, https://openalex.org/W3090186692, https://openalex.org/W4283274829, https://openalex.org/W2765942869, https://openalex.org/W2599076725, https://openalex.org/W2979291688, https://openalex.org/W3033904527, https://openalex.org/W2075765029 |
| referenced_works_count | 55 |
| abstract_inverted_index.( | 340 |
| abstract_inverted_index./ | 172 |
| abstract_inverted_index.2 | 83 |
| abstract_inverted_index.9 | 177 |
| abstract_inverted_index.= | 322, 330, 337, 342, 369, 378, 383, 412, 432, 448 |
| abstract_inverted_index.A | 450 |
| abstract_inverted_index.P | 341, 368, 411, 431, 447 |
| abstract_inverted_index.a | 145, 420, 457, 468 |
| abstract_inverted_index.(n | 321, 329, 336, 377, 382 |
| abstract_inverted_index.16 | 260 |
| abstract_inverted_index.2) | 85 |
| abstract_inverted_index.28 | 127, 236 |
| abstract_inverted_index.47 | 300 |
| abstract_inverted_index.49 | 305, 310 |
| abstract_inverted_index.5, | 142 |
| abstract_inverted_index.68 | 283 |
| abstract_inverted_index.To | 25 |
| abstract_inverted_index.an | 401 |
| abstract_inverted_index.as | 262 |
| abstract_inverted_index.at | 297 |
| abstract_inverted_index.by | 11, 55, 120, 217, 221 |
| abstract_inverted_index.cm | 151 |
| abstract_inverted_index.in | 20, 533 |
| abstract_inverted_index.of | 6, 9, 17, 70, 89, 109, 149, 201, 375, 400, 504 |
| abstract_inverted_index.on | 161 |
| abstract_inverted_index.or | 152, 156, 163, 170, 265, 270, 274 |
| abstract_inverted_index.to | 73, 278, 463, 526 |
| abstract_inverted_index.β | 454 |
| abstract_inverted_index.10, | 186 |
| abstract_inverted_index.120 | 286 |
| abstract_inverted_index.2.5 | 150 |
| abstract_inverted_index.20, | 190 |
| abstract_inverted_index.22) | 323 |
| abstract_inverted_index.30% | 326 |
| abstract_inverted_index.30, | 138 |
| abstract_inverted_index.32% | 320, 333 |
| abstract_inverted_index.32) | 379 |
| abstract_inverted_index.55% | 376 |
| abstract_inverted_index.77% | 381 |
| abstract_inverted_index.786 | 290 |
| abstract_inverted_index.95% | 365 |
| abstract_inverted_index.974 | 257 |
| abstract_inverted_index.990 | 133 |
| abstract_inverted_index.CI, | 366 |
| abstract_inverted_index.Cox | 228 |
| abstract_inverted_index.The | 130, 209, 233, 253, 316, 486 |
| abstract_inverted_index.age | 296 |
| abstract_inverted_index.and | 38, 43, 45, 59, 80, 95, 113, 115, 119, 123, 140, 154, 188, 197, 207, 214, 220, 227, 239, 243, 246, 289, 309, 332, 380, 408, 428, 434, 444, 465, 475, 484, 528 |
| abstract_inverted_index.are | 51 |
| abstract_inverted_index.but | 506 |
| abstract_inverted_index.due | 277 |
| abstract_inverted_index.end | 31 |
| abstract_inverted_index.for | 97, 303, 307, 313, 324, 327, 334 |
| abstract_inverted_index.had | 354, 397, 419, 456 |
| abstract_inverted_index.has | 2 |
| abstract_inverted_index.may | 516 |
| abstract_inverted_index.neu | 173 |
| abstract_inverted_index.not | 351 |
| abstract_inverted_index.pCR | 213, 242, 317, 353, 464, 474, 498, 515 |
| abstract_inverted_index.the | 68, 524 |
| abstract_inverted_index.was | 182, 249, 299 |
| abstract_inverted_index.who | 496 |
| abstract_inverted_index..01) | 433 |
| abstract_inverted_index.0.07 | 426 |
| abstract_inverted_index.0.31 | 442 |
| abstract_inverted_index.0.39 | 406 |
| abstract_inverted_index.1.08 | 445 |
| abstract_inverted_index.255) | 338 |
| abstract_inverted_index.36), | 331 |
| abstract_inverted_index.DRFS | 215, 244, 357, 373, 477, 519 |
| abstract_inverted_index.HER2 | 169, 171 |
| abstract_inverted_index.June | 185 |
| abstract_inverted_index.Main | 205 |
| abstract_inverted_index.This | 61, 179 |
| abstract_inverted_index.With | 78 |
| abstract_inverted_index.Your | 75 |
| abstract_inverted_index.also | 250 |
| abstract_inverted_index.and, | 414 |
| abstract_inverted_index.been | 3 |
| abstract_inverted_index.data | 66, 180 |
| abstract_inverted_index.from | 67 |
| abstract_inverted_index.gene | 48 |
| abstract_inverted_index.good | 501 |
| abstract_inverted_index.have | 499, 517 |
| abstract_inverted_index.high | 158 |
| abstract_inverted_index.need | 525 |
| abstract_inverted_index.race | 44, 112, 461 |
| abstract_inverted_index.risk | 8, 159 |
| abstract_inverted_index.show | 488 |
| abstract_inverted_index.size | 148 |
| abstract_inverted_index.test | 529 |
| abstract_inverted_index.than | 358, 520 |
| abstract_inverted_index.that | 489 |
| abstract_inverted_index.used | 65 |
| abstract_inverted_index.were | 107, 212, 319 |
| abstract_inverted_index.with | 53, 92, 99, 126, 144, 346, 371, 388, 394, 416, 460, 467, 472, 491, 509 |
| abstract_inverted_index.(7%), | 285 |
| abstract_inverted_index.(81%) | 292 |
| abstract_inverted_index.(mean | 404, 424, 440 |
| abstract_inverted_index.(pCR) | 37 |
| abstract_inverted_index..007) | 413 |
| abstract_inverted_index..01), | 370 |
| abstract_inverted_index..87). | 343 |
| abstract_inverted_index.2.28; | 364 |
| abstract_inverted_index.2010, | 139 |
| abstract_inverted_index.2016, | 143 |
| abstract_inverted_index.2021, | 187 |
| abstract_inverted_index.2022. | 191 |
| abstract_inverted_index.247), | 384 |
| abstract_inverted_index.Asian | 284, 417 |
| abstract_inverted_index.Black | 287, 328, 344, 386, 480, 507 |
| abstract_inverted_index.DRFS, | 466 |
| abstract_inverted_index.ERBB2 | 167, 348, 390, 511 |
| abstract_inverted_index.March | 137 |
| abstract_inverted_index.Other | 271 |
| abstract_inverted_index.Race, | 193 |
| abstract_inverted_index.There | 1 |
| abstract_inverted_index.White | 291, 314, 335, 360, 395, 521 |
| abstract_inverted_index.[SD], | 405, 425, 441 |
| abstract_inverted_index.among | 479 |
| abstract_inverted_index.arms. | 178 |
| abstract_inverted_index.based | 160 |
| abstract_inverted_index.early | 202, 492 |
| abstract_inverted_index.lower | 435, 473 |
| abstract_inverted_index.novel | 93, 530 |
| abstract_inverted_index.only. | 482 |
| abstract_inverted_index.race, | 218, 240, 505 |
| abstract_inverted_index.race. | 56 |
| abstract_inverted_index.races | 276 |
| abstract_inverted_index.rates | 318, 374 |
| abstract_inverted_index.score | 423 |
| abstract_inverted_index.small | 279 |
| abstract_inverted_index.stage | 102 |
| abstract_inverted_index.study | 64 |
| abstract_inverted_index.their | 124, 359 |
| abstract_inverted_index.trial | 30, 88, 131 |
| abstract_inverted_index.tumor | 147, 194, 222 |
| abstract_inverted_index.using | 224 |
| abstract_inverted_index.women | 490, 508 |
| abstract_inverted_index.worse | 356, 476, 518 |
| abstract_inverted_index.years | 302, 312 |
| abstract_inverted_index.(12%), | 288 |
| abstract_inverted_index.(I-SPY | 84 |
| abstract_inverted_index..008). | 449 |
| abstract_inverted_index.5-year | 372 |
| abstract_inverted_index.Alaska | 266 |
| abstract_inverted_index.Asian, | 304, 325 |
| abstract_inverted_index.Black, | 308 |
| abstract_inverted_index.II/III | 103 |
| abstract_inverted_index.Indian | 264 |
| abstract_inverted_index.Median | 294 |
| abstract_inverted_index.Native | 268 |
| abstract_inverted_index.Serial | 71 |
| abstract_inverted_index.[0.87] | 407 |
| abstract_inverted_index.[0.90] | 443 |
| abstract_inverted_index.[1.08] | 427 |
| abstract_inverted_index.across | 176 |
| abstract_inverted_index.agents | 94 |
| abstract_inverted_index.breast | 12, 21, 104, 203, 494 |
| abstract_inverted_index.cancer | 13, 22, 495 |
| abstract_inverted_index.cohort | 63 |
| abstract_inverted_index.factor | 453 |
| abstract_inverted_index.female | 134 |
| abstract_inverted_index.growth | 452 |
| abstract_inverted_index.higher | 398, 421, 469 |
| abstract_inverted_index.little | 4 |
| abstract_inverted_index.namely | 33 |
| abstract_inverted_index.racial | 18 |
| abstract_inverted_index.ratio, | 363 |
| abstract_inverted_index.sample | 255, 280 |
| abstract_inverted_index.short- | 114 |
| abstract_inverted_index.tumors | 350, 513 |
| abstract_inverted_index.within | 247 |
| abstract_inverted_index.women, | 522 |
| abstract_inverted_index.(23-73) | 311 |
| abstract_inverted_index.(25-71) | 301 |
| abstract_inverted_index.(25-77) | 306 |
| abstract_inverted_index.(DRFS), | 42 |
| abstract_inverted_index.(hazard | 362 |
| abstract_inverted_index.(range) | 295 |
| abstract_inverted_index.Design, | 57 |
| abstract_inverted_index.Imaging | 79 |
| abstract_inverted_index.Native, | 267 |
| abstract_inverted_index.October | 189 |
| abstract_inverted_index.Pacific | 272 |
| abstract_inverted_index.Predict | 74 |
| abstract_inverted_index.Results | 252 |
| abstract_inverted_index.Studies | 72 |
| abstract_inverted_index.[0.95]; | 446 |
| abstract_inverted_index.[0.99]; | 410 |
| abstract_inverted_index.[1.06]; | 430 |
| abstract_inverted_index.achieve | 497 |
| abstract_inverted_index.between | 28, 111, 136, 184, 235 |
| abstract_inverted_index.cancer. | 105, 204 |
| abstract_inverted_index.despite | 15 |
| abstract_inverted_index.develop | 527 |
| abstract_inverted_index.distant | 39 |
| abstract_inverted_index.diverse | 534 |
| abstract_inverted_index.examine | 46 |
| abstract_inverted_index.genomic | 7, 198 |
| abstract_inverted_index.greater | 153 |
| abstract_inverted_index.hazards | 230 |
| abstract_inverted_index.hormone | 164 |
| abstract_inverted_index.mitotic | 422 |
| abstract_inverted_index.models. | 232 |
| abstract_inverted_index.overall | 118, 245 |
| abstract_inverted_index.points, | 32 |
| abstract_inverted_index.primary | 146, 210 |
| abstract_inverted_index.sizes), | 281 |
| abstract_inverted_index.subtype | 14, 223 |
| abstract_inverted_index.tumors, | 392 |
| abstract_inverted_index.whether | 47 |
| abstract_inverted_index.without | 514 |
| abstract_inverted_index.−0.10 | 409 |
| abstract_inverted_index.−0.69 | 429 |
| abstract_inverted_index.American | 263 |
| abstract_inverted_index.Analyses | 106 |
| abstract_inverted_index.Analysis | 82 |
| abstract_inverted_index.Exposure | 192 |
| abstract_inverted_index.Hawaiian | 269 |
| abstract_inverted_index.Measures | 208 |
| abstract_inverted_index.November | 141 |
| abstract_inverted_index.Outcomes | 206 |
| abstract_inverted_index.Response | 77 |
| abstract_inverted_index.Setting, | 58 |
| abstract_inverted_index.analysis | 181 |
| abstract_inverted_index.analytic | 254 |
| abstract_inverted_index.assessed | 216 |
| abstract_inverted_index.clinical | 29, 87, 155 |
| abstract_inverted_index.compared | 393, 415 |
| abstract_inverted_index.complete | 35 |
| abstract_inverted_index.enrolled | 132 |
| abstract_inverted_index.estrogen | 436 |
| abstract_inverted_index.evaluate | 26 |
| abstract_inverted_index.evidence | 16 |
| abstract_inverted_index.findings | 487 |
| abstract_inverted_index.included | 256 |
| abstract_inverted_index.logistic | 225 |
| abstract_inverted_index.multiple | 275 |
| abstract_inverted_index.outcomes | 54, 211, 478, 502 |
| abstract_inverted_index.overall, | 219 |
| abstract_inverted_index.patients | 98, 135, 339, 345, 387, 481 |
| abstract_inverted_index.receptor | 121, 165, 195, 438 |
| abstract_inverted_index.relative | 462 |
| abstract_inverted_index.response | 36 |
| abstract_inverted_index.survival | 41 |
| abstract_inverted_index.(formerly | 168 |
| abstract_inverted_index.-negative | 349, 391, 512 |
| abstract_inverted_index.Islander, | 273 |
| abstract_inverted_index.Molecular | 81 |
| abstract_inverted_index.Objective | 24 |
| abstract_inverted_index.Relevance | 485 |
| abstract_inverted_index.achieving | 352 |
| abstract_inverted_index.biomarker | 199 |
| abstract_inverted_index.conducted | 108 |
| abstract_inverted_index.diagnosis | 298 |
| abstract_inverted_index.high-risk | 493 |
| abstract_inverted_index.including | 282 |
| abstract_inverted_index.long-term | 116 |
| abstract_inverted_index.molecular | 157 |
| abstract_inverted_index.outcomes, | 117 |
| abstract_inverted_index.outcomes. | 23 |
| abstract_inverted_index.patients, | 396, 418 |
| abstract_inverted_index.patients. | 293, 315 |
| abstract_inverted_index.performed | 183 |
| abstract_inverted_index.signature | 403, 439, 455, 470 |
| abstract_inverted_index.similarly | 500 |
| abstract_inverted_index.subtypes, | 122, 196, 248 |
| abstract_inverted_index.subtyping | 175 |
| abstract_inverted_index.therapies | 532 |
| abstract_inverted_index.untreated | 101 |
| abstract_inverted_index.(excluding | 259 |
| abstract_inverted_index.1.24-4.21; | 367 |
| abstract_inverted_index.Importance | 0 |
| abstract_inverted_index.MammaPrint | 162 |
| abstract_inverted_index.associated | 52, 471 |
| abstract_inverted_index.biomarkers | 238 |
| abstract_inverted_index.evaluated. | 251 |
| abstract_inverted_index.expression | 49, 128, 200, 237, 399 |
| abstract_inverted_index.interferon | 402 |
| abstract_inverted_index.pathologic | 34 |
| abstract_inverted_index.previously | 100 |
| abstract_inverted_index.recurrence | 10 |
| abstract_inverted_index.regardless | 503 |
| abstract_inverted_index.regression | 226, 231 |
| abstract_inverted_index.signatures | 50 |
| abstract_inverted_index.Conclusions | 483 |
| abstract_inverted_index.Therapeutic | 76 |
| abstract_inverted_index.association | 125, 459 |
| abstract_inverted_index.biomarkers. | 129 |
| abstract_inverted_index.considering | 241 |
| abstract_inverted_index.disparities | 19 |
| abstract_inverted_index.interaction | 234 |
| abstract_inverted_index.multicenter | 86 |
| abstract_inverted_index.neoadjuvant | 90 |
| abstract_inverted_index.significant | 458 |
| abstract_inverted_index.)–positive | 174 |
| abstract_inverted_index.HR-positive/ | 347, 389, 510 |
| abstract_inverted_index.Participants | 60 |
| abstract_inverted_index.associations | 27, 110 |
| abstract_inverted_index.chemotherapy | 91 |
| abstract_inverted_index.combinations | 96 |
| abstract_inverted_index.counterparts | 361 |
| abstract_inverted_index.highlighting | 523 |
| abstract_inverted_index.participants | 258 |
| abstract_inverted_index.populations. | 535 |
| abstract_inverted_index.proportional | 229 |
| abstract_inverted_index.transforming | 451 |
| abstract_inverted_index.Investigation | 69 |
| abstract_inverted_index.consideration | 5 |
| abstract_inverted_index.respectively. | 385 |
| abstract_inverted_index.retrospective | 62 |
| abstract_inverted_index.significantly | 355 |
| abstract_inverted_index.(HR)-negative/ | 166 |
| abstract_inverted_index.self-reporting | 261 |
| abstract_inverted_index.recurrence–free | 40 |
| abstract_inverted_index.biomarker-informed | 531 |
| abstract_inverted_index.receptor/progesterone | 437 |
| cited_by_percentile_year.max | 99 |
| cited_by_percentile_year.min | 98 |
| corresponding_author_ids | https://openalex.org/A5072789687 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 34 |
| corresponding_institution_ids | https://openalex.org/I180670191 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/3 |
| sustainable_development_goals[0].score | 0.7200000286102295 |
| sustainable_development_goals[0].display_name | Good health and well-being |
| citation_normalized_percentile.value | 0.94242975 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |