{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T07:07:44Z","timestamp":1778742464326,"version":"3.51.4"},"reference-count":43,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2026,5,13]],"date-time":"2026-05-13T00:00:00Z","timestamp":1778630400000},"content-version":"vor","delay-in-days":132,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"funder":[{"DOI":"10.13039\/501100010876","name":"Shanghai University of Traditional Chinese Medicine","doi-asserted-by":"publisher","award":["KY2025G03"],"award-info":[{"award-number":["KY2025G03"]}],"id":[{"id":"10.13039\/501100010876","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Human Mutation"],"published-print":{"date-parts":[[2026,1]]},"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Complement factor B (CFB), a key component of the alternative complement pathway, has been implicated in tumor\u2010related inflammation; however, its causal role and therapeutic relevance in breast cancer remain unclear. By integrating genetic epidemiology, multiomics transcriptomics analyses, and AI\u2010assisted drug prediction, we aimed to clarify the biological and clinical significance of CFB in breast cancer.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Mendelian randomization analysis suggested a potential causal association between circulating CFB levels and breast cancer risk (OR = 1.048, 95% CI: 1.018\u20131.078,\n                      <jats:italic>p<\/jats:italic>\n                      = 0.001). Single\u2010cell transcriptomic analysis identified cancer\u2010associated fibroblasts (CAFs) as the primary cellular source of CFB within the tumor microenvironment. High CFB expression was significantly associated with advanced clinical stage, lymph node metastasis, and poor overall survival and was confirmed as an independent prognostic factor (HR = 2.35, 95% CI: 1.55\u20133.56,\n                      <jats:italic>p<\/jats:italic>\n                      &lt; 0.001). Tumors with elevated CFB displayed immunosuppressive characteristics, including increased regulatory T cells and M2 macrophages, higher TIDE scores, and strong correlations with immune checkpoint molecules. AI\u2010based drug sensitivity prediction and validation analyses revealed that CFB\u2010high tumors exhibited enhanced sensitivity to PARP inhibitors. Additional mutation\u2010related bioinformatic analyses showed that CFB\u2010mutated tumors were associated with higher TMB, increased MSI\u2010H proportion, an immunosuppressive microenvironment, and enhanced predicted sensitivity to PARP inhibitors. Mechanistically, CFB expression strongly correlated with PARP1 (\n                      <jats:italic>R<\/jats:italic>\n                      = 0.77), and CAF\u2010derived CFB enhanced olaparib\u2010induced DNA damage in TNBC models.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>Through integrative traditional and AI\u2010driven approaches, this study supports CFB as a genetically associated risk protein with potential causal relevance and as a prognostic and therapeutic biomarker at both the expression and mutation levels in breast cancer. These findings provide a mechanistic and translational basis for precision therapy targeting CFB\u2010overexpressing tumors.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1155\/humu\/2179334","type":"journal-article","created":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T06:13:55Z","timestamp":1778739235000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Integrative Mendelian Randomization and Multiomics Analysis Identifies CAF\u2010Derived Complement Factor B as a Prognostic Biomarker and Therapeutic Vulnerability in Breast Cancer"],"prefix":"10.1155","volume":"2026","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-2996-2333","authenticated-orcid":false,"given":"Hong","family":"Xiang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-1911-1066","authenticated-orcid":false,"given":"Na","family":"Ren","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-9008-1150","authenticated-orcid":false,"given":"Ting","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-9465-1239","authenticated-orcid":false,"given":"Xueyan","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-0378-8059","authenticated-orcid":false,"given":"Ziyu","family":"Kang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-8280-3929","authenticated-orcid":false,"given":"Yanjin","family":"Dong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2026,5,13]]},"reference":[{"key":"e_1_2_14_1_2","doi-asserted-by":"publisher","DOI":"10.3322\/caac.21834"},{"key":"e_1_2_14_2_2","doi-asserted-by":"publisher","DOI":"10.3322\/caac.21871"},{"key":"e_1_2_14_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.breast.2024.103851"},{"key":"e_1_2_14_4_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41571-021-00565-2"},{"key":"e_1_2_14_5_2","doi-asserted-by":"publisher","DOI":"10.1186\/s12943-024-01990-4"},{"key":"e_1_2_14_6_2","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa2409932"},{"key":"e_1_2_14_7_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41577-023-00926-1"},{"key":"e_1_2_14_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.smim.2024.101921"},{"key":"e_1_2_14_9_2","doi-asserted-by":"publisher","DOI":"10.1111\/imr.13143"},{"key":"e_1_2_14_10_2","doi-asserted-by":"crossref","DOI":"10.3389\/fonc.2020.627701","article-title":"Complimenting the Complement: Mechanistic Insights and Opportunities for Therapeutics in Hepatocellular Carcinoma","volume":"10","author":"Malik A.","year":"2020","journal-title":"Frontiers in Oncology"},{"key":"e_1_2_14_11_2","doi-asserted-by":"publisher","DOI":"10.1007\/s13402-021-00614-z"},{"key":"e_1_2_14_12_2","doi-asserted-by":"publisher","DOI":"10.3892\/mmr.2025.13433"},{"key":"e_1_2_14_13_2","volume-title":"Mendelian Randomization","author":"Birney E.","year":"2022"},{"key":"e_1_2_14_14_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41588-021-00911-1"},{"key":"e_1_2_14_15_2","doi-asserted-by":"publisher","DOI":"10.1002\/sim.9133"},{"key":"e_1_2_14_16_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2021.04.048"},{"key":"e_1_2_14_17_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41590-018-0276-y"},{"key":"e_1_2_14_18_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-21246-9"},{"key":"e_1_2_14_19_2","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkv007"},{"key":"e_1_2_14_20_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.xinn.2021.100141"},{"key":"e_1_2_14_21_2","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.3337"},{"key":"e_1_2_14_22_2","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms3612"},{"key":"e_1_2_14_23_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1007-8"},{"key":"e_1_2_14_24_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2016.06.017"},{"key":"e_1_2_14_25_2","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbab260"},{"key":"e_1_2_14_26_2","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbad142"},{"key":"e_1_2_14_27_2","doi-asserted-by":"publisher","DOI":"10.5334\/gh.1438"},{"key":"e_1_2_14_28_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-33598-x"},{"key":"e_1_2_14_29_2","doi-asserted-by":"publisher","DOI":"10.1164\/rccm.201703-0660OC"},{"key":"e_1_2_14_30_2","doi-asserted-by":"publisher","DOI":"10.1186\/s12943-021-01428-1"},{"key":"e_1_2_14_31_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.xcrm.2025.102395"},{"key":"e_1_2_14_32_2","doi-asserted-by":"publisher","DOI":"10.1002\/cac2.70067"},{"key":"e_1_2_14_33_2","doi-asserted-by":"publisher","DOI":"10.4110\/in.2025.25.e32"},{"key":"e_1_2_14_34_2","doi-asserted-by":"publisher","DOI":"10.1186\/s13148-025-01884-2"},{"key":"e_1_2_14_35_2","doi-asserted-by":"publisher","DOI":"10.1093\/molbev\/msaf005"},{"key":"e_1_2_14_36_2","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.adh2579"},{"key":"e_1_2_14_37_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ctrv.2023.102650"},{"key":"e_1_2_14_38_2","doi-asserted-by":"publisher","DOI":"10.1038\/nrm.2017.53"},{"key":"e_1_2_14_39_2","doi-asserted-by":"publisher","DOI":"10.1016\/S1470-2045(20)30324-7"},{"key":"e_1_2_14_40_2","doi-asserted-by":"publisher","DOI":"10.1002\/cam4.71220"},{"key":"e_1_2_14_41_2","doi-asserted-by":"publisher","DOI":"10.1158\/2326-6066.CIR-22-0317"},{"key":"e_1_2_14_42_2","doi-asserted-by":"publisher","DOI":"10.3389\/fonc.2025.1576781"},{"key":"e_1_2_14_43_2","doi-asserted-by":"publisher","DOI":"10.33549\/physiolres.934618"}],"container-title":["Human Mutation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/humu\/2179334","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1155\/humu\/2179334","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/humu\/2179334","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T06:13:57Z","timestamp":1778739237000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/humu\/2179334"}},"subtitle":[],"editor":[{"given":"Shaoqiu","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2026,1]]},"references-count":43,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2026,1]]}},"alternative-id":["10.1155\/humu\/2179334"],"URL":"https:\/\/doi.org\/10.1155\/humu\/2179334","archive":["Portico"],"relation":{},"ISSN":["1059-7794","1098-1004"],"issn-type":[{"value":"1059-7794","type":"print"},{"value":"1098-1004","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,1]]},"assertion":[{"value":"2026-02-26","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-04-06","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-05-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"2179334"}}