Cannabinomics: Application of Metabolomics in Cannabis (Cannabis sativa L.) Research and Development Article Swipe
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.3389/fpls.2020.00554
Cannabis (Cannabis sativa L.) is a complex, polymorphic plant species, which produces a vast array of bioactive metabolites, the two major chemical groups being cannabinoids and terpenoids. Nonetheless, the psychoactive cannabinoid tetrahydrocannabinol (Δ 9 -THC) and the non-psychoactive cannabidiol (CBD), are the two major cannabinoids that have monopolized the research interest. Currently, more than 600 Cannabis varieties are commercially available, providing access to a multitude of potent extracts with complex compositions, whose genetics are largely inconclusive. Recently introduced legislation on Cannabis cultivation in many countries represents a great opportunity, but at the same time, a great challenge for Cannabis research and development (R&D) toward applications in the pharmaceutical, food, cosmetics, and agrochemical industries. Based on its versatility and unique capabilities in the deconvolution of the metabolite composition of complex matrices, metabolomics represents an ideal bioanalytical tool that could greatly assist and accelerate Cannabis R&D. Among others, Cannabis metabolomics or cannabinomics can be applied in the taxonomy of Cannabis varieties in chemovars, the research on the discovery and assessment of new Cannabis-based sources of bioactivity in medicine, the development of new food products, and the optimization of its cultivation, aiming for improvements in yield and potency. Although Cannabis research is still in its infancy, it is highly foreseen that the employment of advanced metabolomics will provide insights that could assist the sector to face the aforementioned challenges. Within this context, here, the current state-of-the-art and conceptual aspects of cannabinomics are presented.
Related Topics
- Type
- review
- Language
- en
- Landing Page
- https://doi.org/10.3389/fpls.2020.00554
- https://www.frontiersin.org/articles/10.3389/fpls.2020.00554/pdf
- OA Status
- gold
- Cited By
- 94
- References
- 165
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3023602865
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W3023602865Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.3389/fpls.2020.00554Digital Object Identifier
- Title
-
Cannabinomics: Application of Metabolomics in Cannabis (Cannabis sativa L.) Research and DevelopmentWork title
- Type
-
reviewOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2020Year of publication
- Publication date
-
2020-05-08Full publication date if available
- Authors
-
Konstantinos A. Aliferis, David Bernard-PerronList of authors in order
- Landing page
-
https://doi.org/10.3389/fpls.2020.00554Publisher landing page
- PDF URL
-
https://www.frontiersin.org/articles/10.3389/fpls.2020.00554/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.frontiersin.org/articles/10.3389/fpls.2020.00554/pdfDirect OA link when available
- Concepts
-
Cannabis, Cannabidiol, Context (archaeology), Cannabis sativa, Biotechnology, Metabolomics, Biology, Medicine, Psychiatry, Bioinformatics, Paleontology, BotanyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
94Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 16, 2024: 23, 2023: 20, 2022: 17, 2021: 13Per-year citation counts (last 5 years)
- References (count)
-
165Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W3023602865 |
|---|---|
| doi | https://doi.org/10.3389/fpls.2020.00554 |
| ids.doi | https://doi.org/10.3389/fpls.2020.00554 |
| ids.mag | 3023602865 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/32457786 |
| ids.openalex | https://openalex.org/W3023602865 |
| fwci | 9.43540256 |
| type | review |
| title | Cannabinomics: Application of Metabolomics in Cannabis (Cannabis sativa L.) Research and Development |
| awards[0].id | https://openalex.org/G5252701546 |
| awards[0].funder_id | https://openalex.org/F4320324726 |
| awards[0].display_name | |
| awards[0].funder_award_id | Program of Graduate Studies |
| awards[0].funder_display_name | Agricultural University of Athens |
| biblio.issue | |
| biblio.volume | 11 |
| biblio.last_page | 554 |
| biblio.first_page | 554 |
| topics[0].id | https://openalex.org/T10414 |
| topics[0].field.id | https://openalex.org/fields/27 |
| topics[0].field.display_name | Medicine |
| topics[0].score | 0.9998999834060669 |
| topics[0].domain.id | https://openalex.org/domains/4 |
| topics[0].domain.display_name | Health Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2736 |
| topics[0].subfield.display_name | Pharmacology |
| topics[0].display_name | Cannabis and Cannabinoid Research |
| topics[1].id | https://openalex.org/T13142 |
| topics[1].field.id | https://openalex.org/fields/11 |
| topics[1].field.display_name | Agricultural and Biological Sciences |
| topics[1].score | 0.9988999962806702 |
| topics[1].domain.id | https://openalex.org/domains/1 |
| topics[1].domain.display_name | Life Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1110 |
| topics[1].subfield.display_name | Plant Science |
| topics[1].display_name | GABA and Rice Research |
| topics[2].id | https://openalex.org/T11924 |
| topics[2].field.id | https://openalex.org/fields/13 |
| topics[2].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[2].score | 0.9850999712944031 |
| topics[2].domain.id | https://openalex.org/domains/1 |
| topics[2].domain.display_name | Life Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1312 |
| topics[2].subfield.display_name | Molecular Biology |
| topics[2].display_name | Polyamine Metabolism and Applications |
| funders[0].id | https://openalex.org/F4320324726 |
| funders[0].ror | https://ror.org/03xawq568 |
| funders[0].display_name | Agricultural University of Athens |
| is_xpac | False |
| apc_list.value | 2950 |
| apc_list.currency | USD |
| apc_list.value_usd | 2950 |
| apc_paid.value | 2950 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 2950 |
| concepts[0].id | https://openalex.org/C2777056318 |
| concepts[0].level | 2 |
| concepts[0].score | 0.8385027647018433 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q79817 |
| concepts[0].display_name | Cannabis |
| concepts[1].id | https://openalex.org/C2776895053 |
| concepts[1].level | 3 |
| concepts[1].score | 0.580286979675293 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q422917 |
| concepts[1].display_name | Cannabidiol |
| concepts[2].id | https://openalex.org/C2779343474 |
| concepts[2].level | 2 |
| concepts[2].score | 0.5720596313476562 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q3109175 |
| concepts[2].display_name | Context (archaeology) |
| concepts[3].id | https://openalex.org/C2992191599 |
| concepts[3].level | 2 |
| concepts[3].score | 0.5096607208251953 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q26726 |
| concepts[3].display_name | Cannabis sativa |
| concepts[4].id | https://openalex.org/C150903083 |
| concepts[4].level | 1 |
| concepts[4].score | 0.45732250809669495 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q7108 |
| concepts[4].display_name | Biotechnology |
| concepts[5].id | https://openalex.org/C21565614 |
| concepts[5].level | 2 |
| concepts[5].score | 0.4127848744392395 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q12149006 |
| concepts[5].display_name | Metabolomics |
| concepts[6].id | https://openalex.org/C86803240 |
| concepts[6].level | 0 |
| concepts[6].score | 0.34356582164764404 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q420 |
| concepts[6].display_name | Biology |
| concepts[7].id | https://openalex.org/C71924100 |
| concepts[7].level | 0 |
| concepts[7].score | 0.2534872889518738 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[7].display_name | Medicine |
| concepts[8].id | https://openalex.org/C118552586 |
| concepts[8].level | 1 |
| concepts[8].score | 0.14971968531608582 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q7867 |
| concepts[8].display_name | Psychiatry |
| concepts[9].id | https://openalex.org/C60644358 |
| concepts[9].level | 1 |
| concepts[9].score | 0.142228364944458 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q128570 |
| concepts[9].display_name | Bioinformatics |
| concepts[10].id | https://openalex.org/C151730666 |
| concepts[10].level | 1 |
| concepts[10].score | 0.0 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q7205 |
| concepts[10].display_name | Paleontology |
| concepts[11].id | https://openalex.org/C59822182 |
| concepts[11].level | 1 |
| concepts[11].score | 0.0 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q441 |
| concepts[11].display_name | Botany |
| keywords[0].id | https://openalex.org/keywords/cannabis |
| keywords[0].score | 0.8385027647018433 |
| keywords[0].display_name | Cannabis |
| keywords[1].id | https://openalex.org/keywords/cannabidiol |
| keywords[1].score | 0.580286979675293 |
| keywords[1].display_name | Cannabidiol |
| keywords[2].id | https://openalex.org/keywords/context |
| keywords[2].score | 0.5720596313476562 |
| keywords[2].display_name | Context (archaeology) |
| keywords[3].id | https://openalex.org/keywords/cannabis-sativa |
| keywords[3].score | 0.5096607208251953 |
| keywords[3].display_name | Cannabis sativa |
| keywords[4].id | https://openalex.org/keywords/biotechnology |
| keywords[4].score | 0.45732250809669495 |
| keywords[4].display_name | Biotechnology |
| keywords[5].id | https://openalex.org/keywords/metabolomics |
| keywords[5].score | 0.4127848744392395 |
| keywords[5].display_name | Metabolomics |
| keywords[6].id | https://openalex.org/keywords/biology |
| keywords[6].score | 0.34356582164764404 |
| keywords[6].display_name | Biology |
| keywords[7].id | https://openalex.org/keywords/medicine |
| keywords[7].score | 0.2534872889518738 |
| keywords[7].display_name | Medicine |
| keywords[8].id | https://openalex.org/keywords/psychiatry |
| keywords[8].score | 0.14971968531608582 |
| keywords[8].display_name | Psychiatry |
| keywords[9].id | https://openalex.org/keywords/bioinformatics |
| keywords[9].score | 0.142228364944458 |
| keywords[9].display_name | Bioinformatics |
| language | en |
| locations[0].id | doi:10.3389/fpls.2020.00554 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S2493613807 |
| locations[0].source.issn | 1664-462X |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 1664-462X |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Frontiers in Plant Science |
| locations[0].source.host_organization | https://openalex.org/P4310320527 |
| locations[0].source.host_organization_name | Frontiers Media |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320527 |
| locations[0].source.host_organization_lineage_names | Frontiers Media |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://www.frontiersin.org/articles/10.3389/fpls.2020.00554/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 | Frontiers in Plant Science |
| locations[0].landing_page_url | https://doi.org/10.3389/fpls.2020.00554 |
| locations[1].id | pmid:32457786 |
| 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 | Frontiers in plant science |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/32457786 |
| locations[2].id | pmh:oai:doaj.org/article:3d048c9f6ae54180934d3e227b2a47bf |
| locations[2].is_oa | True |
| locations[2].source.id | https://openalex.org/S4306401280 |
| 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 | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[2].source.host_organization | |
| locations[2].source.host_organization_name | |
| locations[2].license | cc-by-sa |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | article |
| locations[2].license_id | https://openalex.org/licenses/cc-by-sa |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | Frontiers in Plant Science, Vol 11 (2020) |
| locations[2].landing_page_url | https://doaj.org/article/3d048c9f6ae54180934d3e227b2a47bf |
| locations[3].id | pmh:oai:pubmedcentral.nih.gov:7225349 |
| 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 | Front Plant Sci |
| locations[3].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/7225349 |
| indexed_in | crossref, doaj, pubmed |
| authorships[0].author.id | https://openalex.org/A5045189674 |
| authorships[0].author.orcid | https://orcid.org/0000-0001-7933-465X |
| authorships[0].author.display_name | Konstantinos A. Aliferis |
| authorships[0].countries | CA, GR |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I109954829 |
| authorships[0].affiliations[0].raw_affiliation_string | Laboratory of Pesticide Science, Agricultural University of Athens, Athens, Greece |
| authorships[0].affiliations[1].institution_ids | https://openalex.org/I5023651 |
| authorships[0].affiliations[1].raw_affiliation_string | Department of Plant Science, McGill University, Montreal, QC, Canada |
| authorships[0].institutions[0].id | https://openalex.org/I5023651 |
| authorships[0].institutions[0].ror | https://ror.org/01pxwe438 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I5023651 |
| authorships[0].institutions[0].country_code | CA |
| authorships[0].institutions[0].display_name | McGill University |
| authorships[0].institutions[1].id | https://openalex.org/I109954829 |
| authorships[0].institutions[1].ror | https://ror.org/03xawq568 |
| authorships[0].institutions[1].type | education |
| authorships[0].institutions[1].lineage | https://openalex.org/I109954829 |
| authorships[0].institutions[1].country_code | GR |
| authorships[0].institutions[1].display_name | Agricultural University of Athens |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Konstantinos A. Aliferis |
| authorships[0].is_corresponding | True |
| authorships[0].raw_affiliation_strings | Department of Plant Science, McGill University, Montreal, QC, Canada, Laboratory of Pesticide Science, Agricultural University of Athens, Athens, Greece |
| authorships[1].author.id | https://openalex.org/A5020083815 |
| authorships[1].author.orcid | |
| authorships[1].author.display_name | David Bernard-Perron |
| authorships[1].affiliations[0].raw_affiliation_string | The Green Organic Dutchman, Mississauga, ON, Canada |
| authorships[1].author_position | last |
| authorships[1].raw_author_name | David Bernard-Perron |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | The Green Organic Dutchman, Mississauga, ON, Canada |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://www.frontiersin.org/articles/10.3389/fpls.2020.00554/pdf |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Cannabinomics: Application of Metabolomics in Cannabis (Cannabis sativa L.) Research and Development |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10414 |
| primary_topic.field.id | https://openalex.org/fields/27 |
| primary_topic.field.display_name | Medicine |
| primary_topic.score | 0.9998999834060669 |
| primary_topic.domain.id | https://openalex.org/domains/4 |
| primary_topic.domain.display_name | Health Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2736 |
| primary_topic.subfield.display_name | Pharmacology |
| primary_topic.display_name | Cannabis and Cannabinoid Research |
| related_works | https://openalex.org/W1972435539, https://openalex.org/W2065154921, https://openalex.org/W3010902004, https://openalex.org/W4294408795, https://openalex.org/W2221860578, https://openalex.org/W2004237501, https://openalex.org/W2896462270, https://openalex.org/W2069346038, https://openalex.org/W3009834882, https://openalex.org/W3196117646 |
| cited_by_count | 94 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 16 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 23 |
| counts_by_year[2].year | 2023 |
| counts_by_year[2].cited_by_count | 20 |
| counts_by_year[3].year | 2022 |
| counts_by_year[3].cited_by_count | 17 |
| counts_by_year[4].year | 2021 |
| counts_by_year[4].cited_by_count | 13 |
| counts_by_year[5].year | 2020 |
| counts_by_year[5].cited_by_count | 5 |
| locations_count | 4 |
| best_oa_location.id | doi:10.3389/fpls.2020.00554 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S2493613807 |
| best_oa_location.source.issn | 1664-462X |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 1664-462X |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Frontiers in Plant Science |
| best_oa_location.source.host_organization | https://openalex.org/P4310320527 |
| best_oa_location.source.host_organization_name | Frontiers Media |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320527 |
| best_oa_location.source.host_organization_lineage_names | Frontiers Media |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://www.frontiersin.org/articles/10.3389/fpls.2020.00554/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 | Frontiers in Plant Science |
| best_oa_location.landing_page_url | https://doi.org/10.3389/fpls.2020.00554 |
| primary_location.id | doi:10.3389/fpls.2020.00554 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S2493613807 |
| primary_location.source.issn | 1664-462X |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 1664-462X |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Frontiers in Plant Science |
| primary_location.source.host_organization | https://openalex.org/P4310320527 |
| primary_location.source.host_organization_name | Frontiers Media |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320527 |
| primary_location.source.host_organization_lineage_names | Frontiers Media |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://www.frontiersin.org/articles/10.3389/fpls.2020.00554/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 | Frontiers in Plant Science |
| primary_location.landing_page_url | https://doi.org/10.3389/fpls.2020.00554 |
| publication_date | 2020-05-08 |
| publication_year | 2020 |
| referenced_works | https://openalex.org/W2128328457, https://openalex.org/W2000081597, https://openalex.org/W2159388034, https://openalex.org/W2282484587, https://openalex.org/W2095350647, https://openalex.org/W2981519398, https://openalex.org/W2900512735, https://openalex.org/W2166997091, https://openalex.org/W2121574075, https://openalex.org/W2927498387, https://openalex.org/W2782065021, https://openalex.org/W2601071569, https://openalex.org/W2892769543, https://openalex.org/W2064535527, https://openalex.org/W2129917646, https://openalex.org/W1495423881, https://openalex.org/W2621371579, https://openalex.org/W2032707470, https://openalex.org/W2333174230, https://openalex.org/W4230392683, https://openalex.org/W2090228706, https://openalex.org/W1964607744, https://openalex.org/W2617924221, https://openalex.org/W2063658202, https://openalex.org/W2789822716, https://openalex.org/W2040307089, https://openalex.org/W2073476932, https://openalex.org/W2035255735, https://openalex.org/W2885592094, https://openalex.org/W4233859959, https://openalex.org/W2600712657, https://openalex.org/W2791887639, https://openalex.org/W2001036106, https://openalex.org/W2067268533, https://openalex.org/W1971606140, https://openalex.org/W2136160086, https://openalex.org/W2087674201, https://openalex.org/W2294224478, https://openalex.org/W2079812848, https://openalex.org/W2052212755, https://openalex.org/W2574071028, https://openalex.org/W1081031682, https://openalex.org/W2580637737, https://openalex.org/W2259403267, https://openalex.org/W2155820202, https://openalex.org/W4211085285, https://openalex.org/W2595729272, https://openalex.org/W2002518241, https://openalex.org/W2403700071, https://openalex.org/W2089632603, https://openalex.org/W2897857061, https://openalex.org/W2148161442, https://openalex.org/W2905959020, https://openalex.org/W2914223045, https://openalex.org/W1986463052, https://openalex.org/W2324311973, https://openalex.org/W2179841465, https://openalex.org/W2404466761, https://openalex.org/W2029197596, https://openalex.org/W2617651545, https://openalex.org/W2799537616, https://openalex.org/W2089181989, https://openalex.org/W2766873466, https://openalex.org/W1979368453, https://openalex.org/W2108176187, https://openalex.org/W2324364065, https://openalex.org/W2167141095, https://openalex.org/W1929055273, https://openalex.org/W6680446001, https://openalex.org/W2527028824, https://openalex.org/W1997501965, https://openalex.org/W1540907170, https://openalex.org/W1969531646, https://openalex.org/W2153169507, https://openalex.org/W2147443546, https://openalex.org/W2010133748, https://openalex.org/W2301351523, https://openalex.org/W88956824, https://openalex.org/W1538574688, https://openalex.org/W2168465568, https://openalex.org/W2155093377, https://openalex.org/W2781155153, https://openalex.org/W1965089518, https://openalex.org/W2928813812, https://openalex.org/W2767091853, https://openalex.org/W2762303831, https://openalex.org/W2769524427, https://openalex.org/W2127412690, https://openalex.org/W2917202476, https://openalex.org/W2117007319, https://openalex.org/W2013211720, https://openalex.org/W2066268415, https://openalex.org/W2859362561, https://openalex.org/W2753641668, https://openalex.org/W1986885551, https://openalex.org/W2010404149, https://openalex.org/W2294485430, https://openalex.org/W2508709614, https://openalex.org/W2167526734, https://openalex.org/W2148116148, https://openalex.org/W6693978729, https://openalex.org/W2618367961, https://openalex.org/W2320064572, https://openalex.org/W1974083449, https://openalex.org/W2097747770, https://openalex.org/W2109918996, https://openalex.org/W2802668116, https://openalex.org/W2123785866, https://openalex.org/W2094160988, https://openalex.org/W2725672405, https://openalex.org/W2971267407, https://openalex.org/W2567164192, https://openalex.org/W2888612926, https://openalex.org/W2945812725, https://openalex.org/W2550869673, https://openalex.org/W2157391140, https://openalex.org/W2041117835, https://openalex.org/W2157373404, https://openalex.org/W2612426134, https://openalex.org/W1994215809, https://openalex.org/W2895916808, https://openalex.org/W2131899215, https://openalex.org/W2032061840, https://openalex.org/W2021307986, https://openalex.org/W2124255498, https://openalex.org/W2024322311, https://openalex.org/W2137980120, https://openalex.org/W2114900530, https://openalex.org/W2594293954, https://openalex.org/W1977343606, https://openalex.org/W2902168970, https://openalex.org/W1977709885, https://openalex.org/W2587338459, https://openalex.org/W2596854544, https://openalex.org/W2148841660, https://openalex.org/W2907562503, https://openalex.org/W2111568498, https://openalex.org/W2622030582, https://openalex.org/W2900772949, https://openalex.org/W2808338243, https://openalex.org/W2055150673, https://openalex.org/W2077055938, https://openalex.org/W2132453228, https://openalex.org/W2163614601, https://openalex.org/W2258602702, https://openalex.org/W2159518181, https://openalex.org/W1977736913, https://openalex.org/W2125233704, https://openalex.org/W2167475108, https://openalex.org/W2014994755, https://openalex.org/W2054961000, https://openalex.org/W2957251338, https://openalex.org/W2884620317, https://openalex.org/W2772670774, https://openalex.org/W1970709685, https://openalex.org/W2295182096, https://openalex.org/W2325675648, https://openalex.org/W2792550528, https://openalex.org/W2948001556, https://openalex.org/W2140595402, https://openalex.org/W2128601422, https://openalex.org/W2460345061, https://openalex.org/W220158424, https://openalex.org/W2268456024, https://openalex.org/W2139815310 |
| referenced_works_count | 165 |
| abstract_inverted_index.a | 5, 12, 63, 86, 94 |
| abstract_inverted_index.an | 132 |
| abstract_inverted_index.at | 90 |
| abstract_inverted_index.be | 151 |
| abstract_inverted_index.in | 82, 105, 120, 153, 159, 174, 191, 200 |
| abstract_inverted_index.is | 4, 198, 204 |
| abstract_inverted_index.it | 203 |
| abstract_inverted_index.of | 15, 65, 123, 127, 156, 168, 172, 178, 185, 210, 236 |
| abstract_inverted_index.on | 79, 114, 163 |
| abstract_inverted_index.or | 148 |
| abstract_inverted_index.to | 62, 221 |
| abstract_inverted_index.(Δ | 32 |
| abstract_inverted_index.600 | 54 |
| abstract_inverted_index.L.) | 3 |
| abstract_inverted_index.and | 25, 35, 100, 110, 117, 140, 166, 182, 193, 233 |
| abstract_inverted_index.are | 40, 57, 73, 238 |
| abstract_inverted_index.but | 89 |
| abstract_inverted_index.can | 150 |
| abstract_inverted_index.for | 97, 189 |
| abstract_inverted_index.its | 115, 186, 201 |
| abstract_inverted_index.new | 169, 179 |
| abstract_inverted_index.the | 18, 28, 36, 41, 48, 91, 106, 121, 124, 154, 161, 164, 176, 183, 208, 219, 223, 230 |
| abstract_inverted_index.two | 19, 42 |
| abstract_inverted_index.R&D. | 143 |
| abstract_inverted_index.face | 222 |
| abstract_inverted_index.food | 180 |
| abstract_inverted_index.have | 46 |
| abstract_inverted_index.many | 83 |
| abstract_inverted_index.more | 52 |
| abstract_inverted_index.same | 92 |
| abstract_inverted_index.than | 53 |
| abstract_inverted_index.that | 45, 136, 207, 216 |
| abstract_inverted_index.this | 227 |
| abstract_inverted_index.tool | 135 |
| abstract_inverted_index.vast | 13 |
| abstract_inverted_index.will | 213 |
| abstract_inverted_index.with | 68 |
| abstract_inverted_index.(R&D) | 102 |
| abstract_inverted_index.-THC) | 34 |
| abstract_inverted_index.Among | 144 |
| abstract_inverted_index.Based | 113 |
| abstract_inverted_index.array | 14 |
| abstract_inverted_index.being | 23 |
| abstract_inverted_index.could | 137, 217 |
| abstract_inverted_index.food, | 108 |
| abstract_inverted_index.great | 87, 95 |
| abstract_inverted_index.here, | 229 |
| abstract_inverted_index.ideal | 133 |
| abstract_inverted_index.major | 20, 43 |
| abstract_inverted_index.plant | 8 |
| abstract_inverted_index.still | 199 |
| abstract_inverted_index.time, | 93 |
| abstract_inverted_index.which | 10 |
| abstract_inverted_index.whose | 71 |
| abstract_inverted_index.yield | 192 |
| abstract_inverted_index.(CBD), | 39 |
| abstract_inverted_index.Within | 226 |
| abstract_inverted_index.access | 61 |
| abstract_inverted_index.aiming | 188 |
| abstract_inverted_index.assist | 139, 218 |
| abstract_inverted_index.groups | 22 |
| abstract_inverted_index.highly | 205 |
| abstract_inverted_index.potent | 66 |
| abstract_inverted_index.sector | 220 |
| abstract_inverted_index.toward | 103 |
| abstract_inverted_index.unique | 118 |
| abstract_inverted_index.applied | 152 |
| abstract_inverted_index.aspects | 235 |
| abstract_inverted_index.complex | 69, 128 |
| abstract_inverted_index.current | 231 |
| abstract_inverted_index.greatly | 138 |
| abstract_inverted_index.largely | 74 |
| abstract_inverted_index.others, | 145 |
| abstract_inverted_index.provide | 214 |
| abstract_inverted_index.sources | 171 |
| abstract_inverted_index.Although | 195 |
| abstract_inverted_index.Recently | 76 |
| abstract_inverted_index.advanced | 211 |
| abstract_inverted_index.chemical | 21 |
| abstract_inverted_index.complex, | 6 |
| abstract_inverted_index.context, | 228 |
| abstract_inverted_index.extracts | 67 |
| abstract_inverted_index.foreseen | 206 |
| abstract_inverted_index.genetics | 72 |
| abstract_inverted_index.infancy, | 202 |
| abstract_inverted_index.insights | 215 |
| abstract_inverted_index.potency. | 194 |
| abstract_inverted_index.produces | 11 |
| abstract_inverted_index.research | 49, 99, 162, 197 |
| abstract_inverted_index.species, | 9 |
| abstract_inverted_index.taxonomy | 155 |
| abstract_inverted_index.bioactive | 16 |
| abstract_inverted_index.challenge | 96 |
| abstract_inverted_index.countries | 84 |
| abstract_inverted_index.discovery | 165 |
| abstract_inverted_index.interest. | 50 |
| abstract_inverted_index.matrices, | 129 |
| abstract_inverted_index.medicine, | 175 |
| abstract_inverted_index.multitude | 64 |
| abstract_inverted_index.products, | 181 |
| abstract_inverted_index.providing | 60 |
| abstract_inverted_index.varieties | 56, 158 |
| abstract_inverted_index.Currently, | 51 |
| abstract_inverted_index.accelerate | 141 |
| abstract_inverted_index.assessment | 167 |
| abstract_inverted_index.available, | 59 |
| abstract_inverted_index.chemovars, | 160 |
| abstract_inverted_index.conceptual | 234 |
| abstract_inverted_index.cosmetics, | 109 |
| abstract_inverted_index.employment | 209 |
| abstract_inverted_index.introduced | 77 |
| abstract_inverted_index.metabolite | 125 |
| abstract_inverted_index.presented. | 239 |
| abstract_inverted_index.represents | 85, 131 |
| abstract_inverted_index.sativa</i> | 2 |
| abstract_inverted_index.bioactivity | 173 |
| abstract_inverted_index.cannabidiol | 38 |
| abstract_inverted_index.cannabinoid | 30 |
| abstract_inverted_index.challenges. | 225 |
| abstract_inverted_index.composition | 126 |
| abstract_inverted_index.cultivation | 81 |
| abstract_inverted_index.development | 101, 177 |
| abstract_inverted_index.industries. | 112 |
| abstract_inverted_index.legislation | 78 |
| abstract_inverted_index.monopolized | 47 |
| abstract_inverted_index.polymorphic | 7 |
| abstract_inverted_index.terpenoids. | 26 |
| abstract_inverted_index.versatility | 116 |
| abstract_inverted_index.(<i>Cannabis | 1 |
| abstract_inverted_index.Nonetheless, | 27 |
| abstract_inverted_index.agrochemical | 111 |
| abstract_inverted_index.applications | 104 |
| abstract_inverted_index.cannabinoids | 24, 44 |
| abstract_inverted_index.capabilities | 119 |
| abstract_inverted_index.commercially | 58 |
| abstract_inverted_index.cultivation, | 187 |
| abstract_inverted_index.improvements | 190 |
| abstract_inverted_index.metabolites, | 17 |
| abstract_inverted_index.metabolomics | 130, 147, 212 |
| abstract_inverted_index.opportunity, | 88 |
| abstract_inverted_index.optimization | 184 |
| abstract_inverted_index.psychoactive | 29 |
| abstract_inverted_index.bioanalytical | 134 |
| abstract_inverted_index.cannabinomics | 149, 237 |
| abstract_inverted_index.compositions, | 70 |
| abstract_inverted_index.deconvolution | 122 |
| abstract_inverted_index.inconclusive. | 75 |
| abstract_inverted_index.aforementioned | 224 |
| abstract_inverted_index.<i>Cannabis</i> | 0, 55, 80, 98, 142, 146, 157, 196 |
| abstract_inverted_index.pharmaceutical, | 107 |
| abstract_inverted_index.non-psychoactive | 37 |
| abstract_inverted_index.state-of-the-art | 232 |
| abstract_inverted_index.<i><sup>9</sup></i> | 33 |
| abstract_inverted_index.tetrahydrocannabinol | 31 |
| abstract_inverted_index.<i>Cannabis</i>-based | 170 |
| cited_by_percentile_year.max | 100 |
| cited_by_percentile_year.min | 97 |
| corresponding_author_ids | https://openalex.org/A5045189674 |
| countries_distinct_count | 2 |
| institutions_distinct_count | 2 |
| corresponding_institution_ids | https://openalex.org/I109954829, https://openalex.org/I5023651 |
| citation_normalized_percentile.value | 0.98578154 |
| citation_normalized_percentile.is_in_top_1_percent | True |
| citation_normalized_percentile.is_in_top_10_percent | True |