Daniel J Serie1, Richard W Joseph2, John C Cheville3, Thai H Ho4, Mansi Parasramka5, Tracy Hilton1, R Houston Thompson6, Bradley C Leibovich6, Alexander S Parker1, Jeanette E Eckel-Passow7. 1. Department of Health Sciences Research, Mayo Clinic, Jacksonville, FL, USA. 2. Division of Hematology/Oncology, Mayo Clinic, Jacksonville, FL, USA. 3. Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA. 4. Division of Hematology and Medical Oncology, Mayo Clinic, Scottsdale, AZ, USA. 5. Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, USA. 6. Department of Urology, Mayo Clinic, Rochester, MN, USA. 7. Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA. Electronic address: eckelpassow.jeanette@mayo.edu.
Abstract
BACKGROUND: Intratumor molecular heterogeneity has been reported for primary clear cell renal cell carcinoma (ccRCC) tumors; however, heterogeneity in metastatic ccRCC tumors has not been explored. OBJECTIVE: To evaluate intra- and intertumor molecular heterogeneity in resected metastatic ccRCC tumors. DESIGN, SETTING, AND PARTICIPANTS: We identified 111 patients who had tissue available from their primary tumor and at least one metastasis. ClearCode34 genes were analyzed for all tumors. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Primary and metastatic tumors were classified as clear cell type A (ccA) or B (ccB) subtypes. Logistic and Cox regression were used to evaluate associations with pathologic features and survival. RESULTS AND LIMITATIONS: Intratumor heterogeneity of ccA/ccB subtypes was observed in 22% (95% confidence interval [CI] 3-60%) of metastatic tumors. Subtype differed across longitudinal metastatic tumors from the same patient in 23% (95% CI 10-42%) of patients and across patient-matched primary and metastatic tumors in 43% (95% CI 32-55%) of patients. Association of subtype with survival was validated in primary ccRCC tumors. The ccA/ccB subtype in metastatic tumors was significantly associated with metastatic tumor location, metastatic tumor grade, and presence of tumor necrosis. A limitation of this study is that we only analyzed patients who had both a nephrectomy and metastasectomy. CONCLUSIONS: Approximately one quarter of metastatic tumors displayed intratumor heterogeneity; a similar rate of heterogeneity was observed across longitudinal metastatic tumors. Thus, for biomarker studies it is likely adequate to analyze a single sample per metastatic tumor provided that pathologic review is incorporated into the study design. Subtypes across patient-matched primary and metastatic tumors differed 43% of the time, suggesting that the primary tumor is not a good surrogate for the metastatic tumor. PATIENT SUMMARY: Primary and secondary/metastatic cancers of the kidney differed in nearly one half of ccRCC patients. The pattern of this relationship may affect tumor growth and the most suitable treatment.
BACKGROUND: Intratumor molecular heterogeneity has been reported for primary clear cell renal cell carcinoma (ccRCC) tumors; however, heterogeneity in metastatic ccRCC tumors has not been explored. OBJECTIVE: To evaluate intra- and intertumor molecular heterogeneity in resected metastatic ccRCC tumors. DESIGN, SETTING, AND PARTICIPANTS: We identified 111 patients who had tissue available from their primary tumor and at least one metastasis. ClearCode34 genes were analyzed for all tumors. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Primary and metastatic tumors were classified as clear cell type A (ccA) or B (ccB) subtypes. Logistic and Cox regression were used to evaluate associations with pathologic features and survival. RESULTS AND LIMITATIONS: Intratumor heterogeneity of ccA/ccB subtypes was observed in 22% (95% confidence interval [CI] 3-60%) of metastatic tumors. Subtype differed across longitudinal metastatic tumors from the same patient in 23% (95% CI 10-42%) of patients and across patient-matched primary and metastatic tumors in 43% (95% CI 32-55%) of patients. Association of subtype with survival was validated in primary ccRCC tumors. The ccA/ccB subtype in metastatic tumors was significantly associated with metastatic tumor location, metastatic tumor grade, and presence of tumor necrosis. A limitation of this study is that we only analyzed patients who had both a nephrectomy and metastasectomy. CONCLUSIONS: Approximately one quarter of metastatic tumors displayed intratumor heterogeneity; a similar rate of heterogeneity was observed across longitudinal metastatic tumors. Thus, for biomarker studies it is likely adequate to analyze a single sample per metastatic tumor provided that pathologic review is incorporated into the study design. Subtypes across patient-matched primary and metastatic tumors differed 43% of the time, suggesting that the primary tumor is not a good surrogate for the metastatic tumor. PATIENT SUMMARY: Primary and secondary/metastatic cancers of the kidney differed in nearly one half of ccRCC patients. The pattern of this relationship may affect tumor growth and the most suitable treatment.
Authors: A Rose Brannon; Anupama Reddy; Michael Seiler; Alexandra Arreola; Dominic T Moore; Raj S Pruthi; Eric M Wallen; Matthew E Nielsen; Huiqing Liu; Katherine L Nathanson; Börje Ljungberg; Hongjuan Zhao; James D Brooks; Shridar Ganesan; Gyan Bhanot; W Kimryn Rathmell Journal: Genes Cancer Date: 2010-02-01
Authors: Samira A Brooks; A Rose Brannon; Joel S Parker; Jennifer C Fisher; Oishee Sen; Michael W Kattan; A Ari Hakimi; James J Hsieh; Toni K Choueiri; Pheroze Tamboli; Jodi K Maranchie; Peter Hinds; C Ryan Miller; Matthew E Nielsen; W Kimryn Rathmell Journal: Eur Urol Date: 2014-02-25 Impact factor: 20.096
Authors: Scott M Haake; Samira A Brooks; Eric Welsh; William J Fulp; Dung-Tsa Chen; Jasreman Dhillon; Eric Haura; Wade Sexton; Philippe E Spiess; Julio Pow-Sang; W Kimryn Rathmell; Mayer Fishman Journal: Urol Oncol Date: 2015-11-03 Impact factor: 3.498
Authors: Marco Gerlinger; Andrew J Rowan; Stuart Horswell; James Larkin; David Endesfelder; Eva Gronroos; Pierre Martinez; Nicholas Matthews; Aengus Stewart; Charles Swanton; M Math; Patrick Tarpey; Ignacio Varela; Benjamin Phillimore; Sharmin Begum; Neil Q McDonald; Adam Butler; David Jones; Keiran Raine; Calli Latimer; Claudio R Santos; Mahrokh Nohadani; Aron C Eklund; Bradley Spencer-Dene; Graham Clark; Lisa Pickering; Gordon Stamp; Martin Gore; Zoltan Szallasi; Julian Downward; P Andrew Futreal Journal: N Engl J Med Date: 2012-03-08 Impact factor: 91.245
Authors: Marco Gerlinger; Stuart Horswell; James Larkin; Andrew J Rowan; Max P Salm; Ignacio Varela; Rosalie Fisher; Nicholas McGranahan; Nicholas Matthews; Claudio R Santos; Pierre Martinez; Benjamin Phillimore; Sharmin Begum; Adam Rabinowitz; Bradley Spencer-Dene; Sakshi Gulati; Paul A Bates; Gordon Stamp; Lisa Pickering; Martin Gore; David L Nicol; Steven Hazell; P Andrew Futreal; Aengus Stewart; Charles Swanton Journal: Nat Genet Date: 2014-02-02 Impact factor: 38.330
Authors: Sakshi Gulati; Pierre Martinez; Tejal Joshi; Nicolai Juul Birkbak; Claudio R Santos; Andrew J Rowan; Lisa Pickering; Martin Gore; James Larkin; Zoltan Szallasi; Paul A Bates; Charles Swanton; Marco Gerlinger Journal: Eur Urol Date: 2014-07-19 Impact factor: 20.096
Authors: A Ari Hakimi; Martin H Voss; Fengshen Kuo; Alejandro Sanchez; Ming Liu; Briana G Nixon; Lynda Vuong; Irina Ostrovnaya; Ying-Bei Chen; Victor Reuter; Nadeem Riaz; Yuan Cheng; Parul Patel; Mahtab Marker; Albert Reising; Ming O Li; Timothy A Chan; Robert J Motzer Journal: Cancer Discov Date: 2019-01-08 Impact factor: 39.397
Authors: Oscar Rodriguez Faba; Sabine D Brookman-May; Estefania Linares; Alberto Breda; Francesca Pisano; José Daniel Subiela; Francesco Sanguedolce; Maurizio Brausi; Joan Palou Journal: World J Urol Date: 2017-07-12 Impact factor: 4.226
Authors: Andrew W Silagy; Alejandro Sanchez; Brandon J Manley; Karim Bensalah; Axel Bex; Jose A Karam; Börje Ljungberg; Brian Shuch; A Ari Hakimi Journal: Eur Urol Focus Date: 2019-04-28
Authors: Daiki Ueno; Zuoquan Xie; Marta Boeke; Jamil Syed; Kevin A Nguyen; Patrick McGillivray; Adebowale Adeniran; Peter Humphrey; Garrett M Dancik; Yuval Kluger; Zongzhi Liu; Harriet Kluger; Brian Shuch Journal: Clin Cancer Res Date: 2018-05-14 Impact factor: 12.531
Authors: Jeanette E Eckel-Passow; Daniel J Serie; John C Cheville; Thai H Ho; Payal Kapur; James Brugarolas; R Houston Thompson; Bradley C Leibovich; Eugene D Kwon; Richard W Joseph; Alexander S Parker Journal: BMC Urol Date: 2017-03-21 Impact factor: 2.264