Matilda Roos-Mattila, Pauliina Kallio, Tamara J. Luck, Minttu Polso, Romika Kumari, Piia Mikkonen, Katja Välimäki, Minna Malmstedt, Pekka Ellonen, Teijo Pellinen, Caroline A. Heckman, Harri Mustonen, Pauli A. Puolakkainen, Kari Alitalo, Olli Kallioniemi, Tuomas Mirtti, Antti S. Rannikko, Vilja M. Pietiäinen, Hanna E. Seppänen
{"title":"肾细胞癌胰腺转移的不同分子特征和共同的药物弱点。","authors":"Matilda Roos-Mattila, Pauliina Kallio, Tamara J. Luck, Minttu Polso, Romika Kumari, Piia Mikkonen, Katja Välimäki, Minna Malmstedt, Pekka Ellonen, Teijo Pellinen, Caroline A. Heckman, Harri Mustonen, Pauli A. Puolakkainen, Kari Alitalo, Olli Kallioniemi, Tuomas Mirtti, Antti S. Rannikko, Vilja M. Pietiäinen, Hanna E. Seppänen","doi":"10.1038/s42003-024-07004-9","DOIUrl":null,"url":null,"abstract":"Clear-cell renal cell carcinoma (ccRCC) is the most common origin of pancreatic metastases (PM). Distinct genomic aberrations, favorable prognosis, and clinical observations on high angiogenesis, and succeeding tyrosine kinase inhibitor (TKI) sensitivity have been reported in PM-ccRCC. However, no functional or single-cell studies have been conducted thus far. We recruited five PM-ccRCC patients and investigated the genomic, single-cell transcriptomic, and drug sensitivity profiles of their patient-derived cells (PDCs). The PM depicted both expected and novel genomic alterations. Further, the transcriptomics differed from both primary and metastatic ccRCC, with upregulations of the PI3K/mTOR and – supporting the clinical observations – angiogenesis pathways. Data integration at pathway level showed that transcriptomics explained drug sensitivities the best. Accordingly, PM-ccRCC PDCs shared sensitivity to many PI3K/mTOR inhibitors. Altogether, we show distinct genomic and transcriptomic signatures in PM-ccRCC, highlight the superiority of transcriptomics in interpreting drug sensitivities, and encourage the use of TKIs and PI3K/mTOR inhibitors in PM-ccRCC. Functional precision medicine approach reveals genomic and transcriptomic aberrations that distinguish pancreatic metastases from other types of ccRCC metastases and suggest potential therapeutic targets at the individual level.","PeriodicalId":10552,"journal":{"name":"Communications Biology","volume":null,"pages":null},"PeriodicalIF":5.2000,"publicationDate":"2024-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11490566/pdf/","citationCount":"0","resultStr":"{\"title\":\"Distinct molecular profiles and shared drug vulnerabilities in pancreatic metastases of renal cell carcinoma\",\"authors\":\"Matilda Roos-Mattila, Pauliina Kallio, Tamara J. Luck, Minttu Polso, Romika Kumari, Piia Mikkonen, Katja Välimäki, Minna Malmstedt, Pekka Ellonen, Teijo Pellinen, Caroline A. Heckman, Harri Mustonen, Pauli A. Puolakkainen, Kari Alitalo, Olli Kallioniemi, Tuomas Mirtti, Antti S. Rannikko, Vilja M. Pietiäinen, Hanna E. Seppänen\",\"doi\":\"10.1038/s42003-024-07004-9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Clear-cell renal cell carcinoma (ccRCC) is the most common origin of pancreatic metastases (PM). Distinct genomic aberrations, favorable prognosis, and clinical observations on high angiogenesis, and succeeding tyrosine kinase inhibitor (TKI) sensitivity have been reported in PM-ccRCC. However, no functional or single-cell studies have been conducted thus far. We recruited five PM-ccRCC patients and investigated the genomic, single-cell transcriptomic, and drug sensitivity profiles of their patient-derived cells (PDCs). The PM depicted both expected and novel genomic alterations. Further, the transcriptomics differed from both primary and metastatic ccRCC, with upregulations of the PI3K/mTOR and – supporting the clinical observations – angiogenesis pathways. Data integration at pathway level showed that transcriptomics explained drug sensitivities the best. Accordingly, PM-ccRCC PDCs shared sensitivity to many PI3K/mTOR inhibitors. Altogether, we show distinct genomic and transcriptomic signatures in PM-ccRCC, highlight the superiority of transcriptomics in interpreting drug sensitivities, and encourage the use of TKIs and PI3K/mTOR inhibitors in PM-ccRCC. Functional precision medicine approach reveals genomic and transcriptomic aberrations that distinguish pancreatic metastases from other types of ccRCC metastases and suggest potential therapeutic targets at the individual level.\",\"PeriodicalId\":10552,\"journal\":{\"name\":\"Communications Biology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":5.2000,\"publicationDate\":\"2024-10-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11490566/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Communications Biology\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://www.nature.com/articles/s42003-024-07004-9\",\"RegionNum\":1,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Communications Biology","FirstCategoryId":"99","ListUrlMain":"https://www.nature.com/articles/s42003-024-07004-9","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOLOGY","Score":null,"Total":0}
Distinct molecular profiles and shared drug vulnerabilities in pancreatic metastases of renal cell carcinoma
Clear-cell renal cell carcinoma (ccRCC) is the most common origin of pancreatic metastases (PM). Distinct genomic aberrations, favorable prognosis, and clinical observations on high angiogenesis, and succeeding tyrosine kinase inhibitor (TKI) sensitivity have been reported in PM-ccRCC. However, no functional or single-cell studies have been conducted thus far. We recruited five PM-ccRCC patients and investigated the genomic, single-cell transcriptomic, and drug sensitivity profiles of their patient-derived cells (PDCs). The PM depicted both expected and novel genomic alterations. Further, the transcriptomics differed from both primary and metastatic ccRCC, with upregulations of the PI3K/mTOR and – supporting the clinical observations – angiogenesis pathways. Data integration at pathway level showed that transcriptomics explained drug sensitivities the best. Accordingly, PM-ccRCC PDCs shared sensitivity to many PI3K/mTOR inhibitors. Altogether, we show distinct genomic and transcriptomic signatures in PM-ccRCC, highlight the superiority of transcriptomics in interpreting drug sensitivities, and encourage the use of TKIs and PI3K/mTOR inhibitors in PM-ccRCC. Functional precision medicine approach reveals genomic and transcriptomic aberrations that distinguish pancreatic metastases from other types of ccRCC metastases and suggest potential therapeutic targets at the individual level.
期刊介绍:
Communications Biology is an open access journal from Nature Research publishing high-quality research, reviews and commentary in all areas of the biological sciences. Research papers published by the journal represent significant advances bringing new biological insight to a specialized area of research.