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To assist in studies on the regulatory mechanisms of ncPEPs, we describe here a database called SPENCER (http:\/\/spencer.renlab.org). Currently, SPENCER has collected a total of 2806 mass spectrometry (MS) data points from 55 studies, covering 1007 tumor samples and 719 normal samples. Using an MS-based proteomics analysis pipeline, SPENCER identified 29 526 ncPEPs across 15 different cancer types. Specifically, 22 060 of these ncPEPs were experimentally validated in other studies. By comparing tumor and normal samples, the identified ncPEPs were divided into four expression groups: tumor-specific, upregulated in cancer, downregulated in cancer, and others. Additionally, since ncPEPs are potential targets for neoantigen-based cancer immunotherapy, SPENCER also predicted the immunogenicity of all the identified ncPEPs by assessing their MHC-I binding affinity, stability, and TCR recognition probability. As a result, 4497 ncPEPs curated in SPENCER were predicted to be immunogenic. Overall, SPENCER will be a useful resource for investigating cancer-associated ncPEPs and may boost further research in cancer.<\/jats:p>","DOI":"10.1093\/nar\/gkab822","type":"journal-article","created":{"date-parts":[[2021,9,8]],"date-time":"2021-09-08T11:37:07Z","timestamp":1631101027000},"page":"D1373-D1381","source":"Crossref","is-referenced-by-count":61,"title":["SPENCER: a comprehensive database for small peptides encoded by noncoding RNAs in cancer patients"],"prefix":"10.1093","volume":"50","author":[{"given":"Xiaotong","family":"Luo","sequence":"first","affiliation":[{"name":"School of Life Sciences, Precision Medicine Institute, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China"},{"name":"State Key Laboratory of Oncology in South China, Cancer Center, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University, Guangzhou 510060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuantai","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Life Sciences, Precision Medicine Institute, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China"},{"name":"State Key Laboratory of Oncology in South China, Cancer Center, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University, Guangzhou 510060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Huiqin","family":"Li","sequence":"additional","affiliation":[{"name":"School of Life Sciences, Precision Medicine Institute, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yihai","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Life Sciences, Precision Medicine Institute, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2492-2689","authenticated-orcid":false,"given":"Zhixiang","family":"Zuo","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Oncology in South China, Cancer Center, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University, Guangzhou 510060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4161-1292","authenticated-orcid":false,"given":"Jian","family":"Ren","sequence":"additional","affiliation":[{"name":"School of Life Sciences, Precision Medicine Institute, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China"},{"name":"State Key Laboratory of Oncology in South China, Cancer Center, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University, Guangzhou 510060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3566-4849","authenticated-orcid":false,"given":"Yubin","family":"Xie","sequence":"additional","affiliation":[{"name":"School of Life Sciences, Precision Medicine Institute, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2021,9,27]]},"reference":[{"key":"2022010507331713300_B1","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1038\/nature11247","article-title":"An integrated encyclopedia of DNA elements in the human genome","volume":"489","author":"Dunham","year":"2012","journal-title":"Nature"},{"key":"2022010507331713300_B2","doi-asserted-by":"crossref","first-page":"685","DOI":"10.1016\/j.molcel.2008.09.027","article-title":"A ncRNA modulates histone modification and mRNA induction in the yeast GAL gene cluster","volume":"32","author":"Houseley","year":"2008","journal-title":"Mol. 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