{"id":"https://openalex.org/W7130683400","doi":"https://doi.org/10.1093/database/baag010","title":"scDrugAtlas: an integrative single-cell drug response database for dissecting tumour heterogeneity in therapeutic efficacy","display_name":"scDrugAtlas: an integrative single-cell drug response database for dissecting tumour heterogeneity in therapeutic efficacy","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7130683400","doi":"https://doi.org/10.1093/database/baag010","pmid":"https://pubmed.ncbi.nlm.nih.gov/41719584"},"language":"en","primary_location":{"id":"doi:10.1093/database/baag010","is_oa":true,"landing_page_url":"https://doi.org/10.1093/database/baag010","pdf_url":null,"source":{"id":"https://openalex.org/S4210201630","display_name":"Database","issn_l":"1758-0463","issn":["1758-0463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311647","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/P4310311647"],"host_organization_lineage_names":["University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Database","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1093/database/baag010","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109297395","display_name":"Yanfei Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfei Wu","raw_affiliation_strings":["College of Computer and Information Engineering, Nanjing Tech University , Nanjing 211816, Jiangsu ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Nanjing Tech University , Nanjing 211816, Jiangsu ,","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126524321","display_name":"Wei Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Huang","raw_affiliation_strings":["College of Computer and Information Engineering, Nanjing Tech University , Nanjing 211816, Jiangsu ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Nanjing Tech University , Nanjing 211816, Jiangsu ,","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113376167","display_name":"Xinda Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinda Ren","raw_affiliation_strings":["College of Computer and Information Engineering, Nanjing Tech University , Nanjing 211816, Jiangsu ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Nanjing Tech University , Nanjing 211816, Jiangsu ,","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126491356","display_name":"Hui Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hui Liu","raw_affiliation_strings":["College of Computer and Information Engineering, Nanjing Tech University , Nanjing 211816, Jiangsu ,"],"raw_orcid":"https://orcid.org/0000-0001-7158-913X","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Nanjing Tech University , Nanjing 211816, Jiangsu ,","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126237798","display_name":"L. Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151861","display_name":"Changzhou No.2 People's Hospital","ror":"https://ror.org/04bkhy554","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210151861"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ling Xu","raw_affiliation_strings":["The Affiliated Changzhou No.2 People\u2019s Hospital of Nanjing Medical University Department of Radiotherapy, , Changzhou, 213000, Jiangsu ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Affiliated Changzhou No.2 People\u2019s Hospital of Nanjing Medical University Department of Radiotherapy, , Changzhou, 213000, Jiangsu ,","institution_ids":["https://openalex.org/I4210151861"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5126237798","https://openalex.org/A5126491356"],"corresponding_institution_ids":["https://openalex.org/I134687103","https://openalex.org/I4210151861"],"apc_list":{"value":1415,"currency":"GBP","value_usd":1735},"apc_paid":{"value":1415,"currency":"GBP","value_usd":1735},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18434868,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2026","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.8970999717712402,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.8970999717712402,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.01679999940097332,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10158","display_name":"Cancer Immunotherapy and Biomarkers","score":0.009100000374019146,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/drug-response","display_name":"Drug response","score":0.7742000222206116},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.6317999958992004},{"id":"https://openalex.org/keywords/drug-resistance","display_name":"Drug resistance","score":0.5907999873161316},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.47940000891685486},{"id":"https://openalex.org/keywords/precision-medicine","display_name":"Precision medicine","score":0.4065000116825104},{"id":"https://openalex.org/keywords/drug-development","display_name":"Drug development","score":0.3840000033378601},{"id":"https://openalex.org/keywords/cell","display_name":"Cell","score":0.3822000026702881},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"Drug discovery","score":0.36809998750686646}],"concepts":[{"id":"https://openalex.org/C2994119904","wikidata":"https://www.wikidata.org/wiki/Q1251001","display_name":"Drug response","level":3,"score":0.7742000222206116},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.6317999958992004},{"id":"https://openalex.org/C114851261","wikidata":"https://www.wikidata.org/wiki/Q12147416","display_name":"Drug resistance","level":2,"score":0.5907999873161316},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5644999742507935},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.47940000891685486},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.4065000116825104},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3919999897480011},{"id":"https://openalex.org/C64903051","wikidata":"https://www.wikidata.org/wiki/Q2198549","display_name":"Drug development","level":3,"score":0.3840000033378601},{"id":"https://openalex.org/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.3822000026702881},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3734999895095825},{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.36809998750686646},{"id":"https://openalex.org/C2989108626","wikidata":"https://www.wikidata.org/wiki/Q904407","display_name":"Drug target","level":2,"score":0.36090001463890076},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3598000109195709},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3497999906539917},{"id":"https://openalex.org/C2994294914","wikidata":"https://www.wikidata.org/wiki/Q1645075","display_name":"Acquired resistance","level":3,"score":0.31520000100135803},{"id":"https://openalex.org/C149172746","wikidata":"https://www.wikidata.org/wiki/Q2585693","display_name":"Efficacy","level":3,"score":0.2930999994277954},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.287200003862381},{"id":"https://openalex.org/C2984717058","wikidata":"https://www.wikidata.org/wiki/Q1789476","display_name":"Reference database","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C3020340455","wikidata":"https://www.wikidata.org/wiki/Q974135","display_name":"Cancer drugs","level":3,"score":0.27869999408721924},{"id":"https://openalex.org/C3018146709","wikidata":"https://www.wikidata.org/wiki/Q974135","display_name":"Anticancer drug","level":3,"score":0.2732999920845032},{"id":"https://openalex.org/C133936738","wikidata":"https://www.wikidata.org/wiki/Q643839","display_name":"Multiple drug resistance","level":3,"score":0.26100000739097595},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.2556000053882599},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.25529998540878296},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.251800000667572}],"mesh":[{"descriptor_ui":"D000096104","descriptor_name":"Biocuration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000096104","descriptor_name":"Biocuration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000970","descriptor_name":"Antineoplastic Agents","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":true},{"descriptor_ui":"D000970","descriptor_name":"Antineoplastic Agents","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":true},{"descriptor_ui":"D000970","descriptor_name":"Antineoplastic Agents","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":true},{"descriptor_ui":"D000970","descriptor_name":"Antineoplastic Agents","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":true},{"descriptor_ui":"D000970","descriptor_name":"Antineoplastic Agents","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":true},{"descriptor_ui":"D000970","descriptor_name":"Antineoplastic Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":true},{"descriptor_ui":"D000970","descriptor_name":"Antineoplastic Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":true},{"descriptor_ui":"D000970","descriptor_name":"Antineoplastic Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":true},{"descriptor_ui":"D000970","descriptor_name":"Antineoplastic Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":true},{"descriptor_ui":"D000970","descriptor_name":"Antineoplastic Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019008","descriptor_name":"Drug Resistance, Neoplasm","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D019008","descriptor_name":"Drug Resistance, Neoplasm","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D019008","descriptor_name":"Drug Resistance, Neoplasm","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D019008","descriptor_name":"Drug Resistance, Neoplasm","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D019008","descriptor_name":"Drug Resistance, Neoplasm","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/database/baag010","is_oa":true,"landing_page_url":"https://doi.org/10.1093/database/baag010","pdf_url":null,"source":{"id":"https://openalex.org/S4210201630","display_name":"Database","issn_l":"1758-0463","issn":["1758-0463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311647","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/P4310311647"],"host_organization_lineage_names":["University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Database","raw_type":"journal-article"},{"id":"pmid:41719584","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41719584","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Database : the journal of biological databases and curation","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12923164","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12923164/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12923164/pdf/baag010.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Database (Oxford)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/database/baag010","is_oa":true,"landing_page_url":"https://doi.org/10.1093/database/baag010","pdf_url":null,"source":{"id":"https://openalex.org/S4210201630","display_name":"Database","issn_l":"1758-0463","issn":["1758-0463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311647","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/P4310311647"],"host_organization_lineage_names":["University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Database","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5035970380","display_name":null,"funder_award_id":"BK20231271","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G5232981075","display_name":null,"funder_award_id":"62372229","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1984883254","https://openalex.org/W1998971866","https://openalex.org/W2028593825","https://openalex.org/W2108068107","https://openalex.org/W2114420132","https://openalex.org/W2118258530","https://openalex.org/W2151026134","https://openalex.org/W2220553089","https://openalex.org/W2461427403","https://openalex.org/W2800392236","https://openalex.org/W2907514116","https://openalex.org/W2944723276","https://openalex.org/W2944727022","https://openalex.org/W2984472267","https://openalex.org/W3007935255","https://openalex.org/W3021755237","https://openalex.org/W3095377337","https://openalex.org/W3126201322","https://openalex.org/W3134442664","https://openalex.org/W3206132791","https://openalex.org/W4307952312","https://openalex.org/W4319812794","https://openalex.org/W4388615774","https://openalex.org/W4388849214","https://openalex.org/W4389246105","https://openalex.org/W4391581657","https://openalex.org/W4399806651","https://openalex.org/W4400275330","https://openalex.org/W4401956538","https://openalex.org/W4404245693","https://openalex.org/W4409026783"],"related_works":[],"abstract_inverted_index":{"Tumour":[0],"heterogeneity":[1],"often":[2],"leads":[3],"to":[4,9,100,154],"substantial":[5],"differences":[6],"in":[7,30,44],"responses":[8,119],"same":[10],"drug":[11,36,64,71,103,118,133,166],"treatment.":[12],"The":[13,35,124],"presence":[14],"of":[15,42,51,69,78,86],"pre-existing":[16],"or":[17,164],"acquired":[18],"drug-resistant":[19,52,190],"cell":[20,54,80,171],"subpopulations":[21,55],"within":[22],"a":[23,96,151],"tumour":[24,31,46,53,79,191],"survive":[25],"and":[26,33,62,83,132,143,169,186,193],"proliferate,":[27],"ultimately":[28],"resulting":[29],"relapse":[32],"metastasis.":[34],"resistance":[37,81],"is":[38],"the":[39,59,67,76,84,102,160,179],"leading":[40],"cause":[41],"failure":[43],"clinical":[45],"therapy.":[47],"Therefore,":[48],"accurate":[49],"identification":[50],"could":[56,176],"greatly":[57,177],"facilitate":[58,178],"precision":[60],"medicine":[61],"novel":[63],"development.":[65],"However,":[66],"scarcity":[68],"single-cell":[70,107,117,129],"response":[72,104,134,156],"data":[73,105],"significantly":[74],"hinders":[75],"exploration":[77],"mechanisms":[82],"development":[85],"computational":[87,184],"predictive":[88],"methods.":[89],"In":[90],"this":[91],"paper,":[92],"we":[93,149],"propose":[94],"scDrugAtlas,":[95],"comprehensive":[97],"database":[98],"devoted":[99],"integrating":[101],"at":[106],"level.":[108],"We":[109,173],"manually":[110],"compiled":[111],"more":[112],"than":[113],"100":[114],"datasets":[115],"containing":[116],"from":[120,136],"various":[121],"public":[122],"resources.":[123],"current":[125],"version":[126],"comprises":[127],"large-scale":[128],"transcriptional":[130],"profiles":[131],"labels":[135],"1023":[137],"samples,":[138],"across":[139],"77":[140],"unique":[141],"drugs":[142],"31":[144],"major":[145],"cancer":[146],"types.":[147],"Particularly,":[148],"assigned":[150],"confidence":[152],"level":[153],"each":[155],"label":[157],"based":[158],"on":[159],"tissue":[161],"source":[162],"(primary":[163],"relapse/metastasis),":[165],"exposure":[167],"time,":[168],"drug-induced":[170],"phenotype.":[172],"believe":[174],"scDrugAtlas":[175],"Bioinformatics":[180],"community":[181],"for":[182,188],"developing":[183],"models":[185],"biologists":[187],"identifying":[189],"cells":[192],"underlying":[194],"molecular":[195],"mechanism.":[196],"Database":[197],"URL:":[198],"http://drug.hliulab.tech/scDrugAtlas/.":[199]},"counts_by_year":[],"updated_date":"2026-06-18T08:10:14.011955","created_date":"2026-02-21T00:00:00"}
