{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T15:12:24Z","timestamp":1747149144046,"version":"3.40.5"},"reference-count":45,"publisher":"Wiley","issue":"4","license":[{"start":{"date-parts":[[2023,10,18]],"date-time":"2023-10-18T00:00:00Z","timestamp":1697587200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"funder":[{"DOI":"10.13039\/100000051","name":"National Human Genome Research Institute","doi-asserted-by":"publisher","award":["U54HG013243"],"award-info":[{"award-number":["U54HG013243"]}],"id":[{"id":"10.13039\/100000051","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000057","name":"National Institute of General Medical Sciences","doi-asserted-by":"publisher","award":["9 SC1 GM135050\u201005"],"award-info":[{"award-number":["9 SC1 GM135050\u201005"]}],"id":[{"id":"10.13039\/100000057","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006545","name":"National Institute on Minority Health and Health Disparities","doi-asserted-by":"publisher","award":["G0812D05"],"award-info":[{"award-number":["G0812D05"]}],"id":[{"id":"10.13039\/100006545","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Intl Journal of Cancer"],"published-print":{"date-parts":[[2024,2,15]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Genome\u2010wide association studies (GWAS) have identified two dozen genetic variants that are associated with the risk of pancreatic ductal adenocarcinoma (PDAC), a deadly malignancy. However, a majority of these variants are located in noncoding regions of the genome, which limits the translation of GWAS findings into clinical applications. The regulome\u2010wide association study (RWAS) is a recently developed method for identifying TF binding\u2010induced accessibility regions for diseases. However, their potential connection to PDAC has yet to be fully explored. We evaluated the associations between genetically predicted levels of chromatin accessibility and risk of PDAC by using pan\u2010cancer chromatin accessibility genetic prediction models. Our analysis included 8275 cases and 6723 controls from the PanScan (I, II, and III) and PanC4 consortia. To further refine our results, we also integrated genes associated to allele\u2010specific accessibility quantitative trait loci (as\u2010aQTL) and TF motifs located in the as\u2010aQTL. We found that 50 chromatin accessibility features were associated with PDAC risk at a false discovery rate (FDR) of less than 0.05. A total of 28 RWAS peaks were identified as conditionally significant. By integrating the results from as\u2010aQTL, motif analysis, and RWAS, we identified candidate causal regulatory elements for two potential chromatin accessibility regions (THCA_89956 and ESCA_89167) that are associated with PDAC risk. Our study identified chromatin accessibility features in noncoding genomic regions that are associated with PDAC risk. We also predicted the associated genes and disrupt motifs. Our findings provide new insights into the regulatory mechanisms of noncoding regions for pancreatic tumorigenesis.<\/jats:p>","DOI":"10.1002\/ijc.34761","type":"journal-article","created":{"date-parts":[[2023,10,18]],"date-time":"2023-10-18T08:23:39Z","timestamp":1697617419000},"page":"670-678","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Regulome\u2010wide association study identifies genetically driven accessible regions associated with pancreatic cancer risk"],"prefix":"10.1002","volume":"154","author":[{"given":"Shuai","family":"Liu","sequence":"first","affiliation":[{"name":"Cancer Epidemiology Division, Population Sciences in the Pacific Program, University of Hawaii Cancer Center University of Hawaii at Manoa  Honolulu Hawaii USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hua","family":"Zhong","sequence":"additional","affiliation":[{"name":"Cancer Epidemiology Division, Population Sciences in the Pacific Program, University of Hawaii Cancer Center University of Hawaii at Manoa  Honolulu Hawaii USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9691-6034","authenticated-orcid":false,"given":"Jingjing","family":"Zhu","sequence":"additional","affiliation":[{"name":"Cancer Epidemiology Division, Population Sciences in the Pacific Program, University of Hawaii Cancer Center University of Hawaii at Manoa  Honolulu Hawaii USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong","family":"Wu","sequence":"additional","affiliation":[{"name":"Division of Cancer Research and Training, Department of Internal Medicine Charles Drew University of Medicine and Science, David Geffen School of Medicine at UCLA  Los Angeles California USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5951-8213","authenticated-orcid":false,"given":"Youping","family":"Deng","sequence":"additional","affiliation":[{"name":"Department of Quantitative Health Sciences, John A. Burns School of Medicine University of Hawaii at Manoa  Honolulu Hawaii USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9938-3627","authenticated-orcid":false,"given":"Lang","family":"Wu","sequence":"additional","affiliation":[{"name":"Cancer Epidemiology Division, Population Sciences in the Pacific Program, University of Hawaii Cancer Center University of Hawaii at Manoa  Honolulu Hawaii USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2023,10,18]]},"reference":[{"key":"e_1_2_11_2_1","doi-asserted-by":"publisher","DOI":"10.3322\/caac.21763"},{"key":"e_1_2_11_3_1","doi-asserted-by":"publisher","DOI":"10.4251\/wjgo.v12.i2.173"},{"key":"e_1_2_11_4_1","doi-asserted-by":"publisher","DOI":"10.3748\/wjg.v24.i19.2047"},{"key":"e_1_2_11_5_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41588-022-01058-3"},{"key":"e_1_2_11_6_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-021-03552-w"},{"key":"e_1_2_11_7_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-02942-5"},{"key":"e_1_2_11_8_1","doi-asserted-by":"publisher","DOI":"10.1038\/ng.429"},{"key":"e_1_2_11_9_1","doi-asserted-by":"publisher","DOI":"10.1038\/ng.522"},{"key":"e_1_2_11_10_1","doi-asserted-by":"publisher","DOI":"10.1038\/ng.3052"},{"key":"e_1_2_11_11_1","doi-asserted-by":"publisher","DOI":"10.18632\/oncotarget.11041"},{"key":"e_1_2_11_12_1","doi-asserted-by":"publisher","DOI":"10.1038\/ng.3341"},{"key":"e_1_2_11_13_1","doi-asserted-by":"publisher","DOI":"10.1136\/gutjnl-2016-313146"},{"key":"e_1_2_11_14_1","doi-asserted-by":"publisher","DOI":"10.1158\/0008-5472.CAN-20-1353"},{"key":"e_1_2_11_15_1","doi-asserted-by":"publisher","DOI":"10.1158\/1055-9965.EPI-21-0400"},{"key":"e_1_2_11_16_1","doi-asserted-by":"publisher","DOI":"10.1158\/1055-9965.EPI-20-0091"},{"key":"e_1_2_11_17_1","doi-asserted-by":"publisher","DOI":"10.1002\/ijc.34466"},{"key":"e_1_2_11_18_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1010430"},{"key":"e_1_2_11_19_1","doi-asserted-by":"publisher","DOI":"10.1038\/ng.3506"},{"key":"e_1_2_11_20_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41588\u2010022\u201001075\u20102"},{"key":"e_1_2_11_21_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.aav1898"},{"key":"e_1_2_11_22_1","doi-asserted-by":"publisher","DOI":"10.1038\/ng.3643"},{"key":"e_1_2_11_23_1","article-title":"Transcriptome prediction performance across machine learning models and diverse ancestries","volume":"2","author":"Okoro PC","year":"2021","journal-title":"HGG Adv"},{"key":"e_1_2_11_24_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41588-018-0132-x"},{"key":"e_1_2_11_25_1","first-page":"312","article-title":"Identification of blood protein biomarkers associated with prostate cancer risk using genetic prediction models: analysis of over 140 000 subjects","volume":"26","author":"Zhong H","year":"2023","journal-title":"Hum Mol Genet"},{"key":"e_1_2_11_26_1","doi-asserted-by":"publisher","DOI":"10.1158\/1538-7445.AM2021-882"},{"key":"e_1_2_11_27_1","doi-asserted-by":"publisher","DOI":"10.1093\/jnci\/djz246"},{"key":"e_1_2_11_28_1","doi-asserted-by":"publisher","DOI":"10.1158\/1055\u20109965.EPI\u201020\u20100651"},{"key":"e_1_2_11_29_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pgen.1000529"},{"key":"e_1_2_11_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2016.09.037"},{"key":"e_1_2_11_31_1","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkz430"},{"key":"e_1_2_11_32_1","article-title":"Allelic imbalance reveals widespread germline\u2010somatic regulatory differences and prioritizes risk loci in renal cell carcinoma","author":"Gusev A","year":"2019","journal-title":"bioRxiv"},{"key":"e_1_2_11_33_1","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkv1340"},{"key":"e_1_2_11_34_1","doi-asserted-by":"publisher","DOI":"10.1101\/gr.137323.112"},{"key":"e_1_2_11_35_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41420-021-00462-8"},{"key":"e_1_2_11_36_1","doi-asserted-by":"publisher","DOI":"10.18632\/aging.102096"},{"key":"e_1_2_11_37_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1262110"},{"key":"e_1_2_11_38_1","doi-asserted-by":"publisher","DOI":"10.1101\/gad.291021.116"},{"key":"e_1_2_11_39_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0086853"},{"key":"e_1_2_11_40_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41419-021-04201-w"},{"key":"e_1_2_11_41_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-24375-2"},{"key":"e_1_2_11_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.celrep.2021.109291"},{"key":"e_1_2_11_43_1","doi-asserted-by":"publisher","DOI":"10.1134\/S1607672918040129"},{"key":"e_1_2_11_44_1","doi-asserted-by":"publisher","DOI":"10.1134\/S160767291704007X"},{"key":"e_1_2_11_45_1","doi-asserted-by":"publisher","DOI":"10.1158\/1541-7786.MCR-08-0525"},{"key":"e_1_2_11_46_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41588-019-0385-z"}],"container-title":["International Journal of Cancer"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/ijc.34761","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,3]],"date-time":"2024-01-03T09:48:25Z","timestamp":1704275305000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/ijc.34761"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,18]]},"references-count":45,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2024,2,15]]}},"alternative-id":["10.1002\/ijc.34761"],"URL":"https:\/\/doi.org\/10.1002\/ijc.34761","archive":["Portico"],"relation":{},"ISSN":["0020-7136","1097-0215"],"issn-type":[{"type":"print","value":"0020-7136"},{"type":"electronic","value":"1097-0215"}],"subject":[],"published":{"date-parts":[[2023,10,18]]},"assertion":[{"value":"2023-05-18","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-09-21","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-10-18","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}