Extensive intratumor regional epigenetic heterogeneity in clear cell renal cell carcinoma targets kidney enhancers and is associated with poor outcome
© 2023. The Author(s)..
BACKGROUND: Clear cell renal cell cancer (ccRCC), the 8th leading cause of cancer-related death in the US, is challenging to treat due to high level intratumoral heterogeneity (ITH) and the paucity of druggable driver mutations. CcRCC is unusual for its high frequency of epigenetic regulator mutations, such as the SETD2 histone H3 lysine 36 trimethylase (H3K36me3), and low frequency of traditional cancer driver mutations. In this work, we examined epigenetic level ITH and defined its relationships with pathologic features, aspects of tumor biology, and SETD2 mutations.
RESULTS: A multi-region sampling approach coupled with EPIC DNA methylation arrays was conducted on a cohort of normal kidney and ccRCC. ITH was assessed using DNA methylation (5mC) and CNV-based entropy and Euclidian distances. We found elevated 5mC heterogeneity and entropy in ccRCC relative to normal kidney. Variable CpGs are highly enriched in enhancer regions. Using intra-class correlation coefficient analysis, we identified CpGs that segregate tumor regions according to clinical phenotypes related to tumor aggressiveness. SETD2 wild-type tumors overall possess greater 5mC and copy number ITH than SETD2 mutant tumor regions, suggesting SETD2 loss contributes to a distinct epigenome. Finally, coupling our regional data with TCGA, we identified a 5mC signature that links regions within a primary tumor with metastatic potential.
CONCLUSION: Taken together, our results reveal marked levels of epigenetic ITH in ccRCC that are linked to clinically relevant tumor phenotypes and could translate into novel epigenetic biomarkers.
| Medienart: |
E-Artikel |
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| Erscheinungsjahr: |
2023 |
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| Erschienen: |
2023 |
| Enthalten in: |
Zur Gesamtaufnahme - volume:15 |
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| Enthalten in: |
Clinical epigenetics - 15(2023), 1 vom: 29. Apr., Seite 71 |
| Sprache: |
Englisch |
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| Beteiligte Personen: |
El Khoury, Louis Y [VerfasserIn] |
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| Links: |
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| Themen: |
5mC |
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| Anmerkungen: |
Date Completed 01.05.2023 Date Revised 17.05.2023 published: Electronic Citation Status MEDLINE |
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| doi: |
10.1186/s13148-023-01471-3 |
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| funding: |
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| Förderinstitution / Projekttitel: |
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| PPN (Katalog-ID): |
NLM356239470 |
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| 100 | 1 | |a El Khoury, Louis Y |e verfasserin |4 aut | |
| 245 | 1 | 0 | |a Extensive intratumor regional epigenetic heterogeneity in clear cell renal cell carcinoma targets kidney enhancers and is associated with poor outcome |
| 264 | 1 | |c 2023 | |
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| 500 | |a published: Electronic | ||
| 500 | |a Citation Status MEDLINE | ||
| 520 | |a © 2023. The Author(s). | ||
| 520 | |a BACKGROUND: Clear cell renal cell cancer (ccRCC), the 8th leading cause of cancer-related death in the US, is challenging to treat due to high level intratumoral heterogeneity (ITH) and the paucity of druggable driver mutations. CcRCC is unusual for its high frequency of epigenetic regulator mutations, such as the SETD2 histone H3 lysine 36 trimethylase (H3K36me3), and low frequency of traditional cancer driver mutations. In this work, we examined epigenetic level ITH and defined its relationships with pathologic features, aspects of tumor biology, and SETD2 mutations | ||
| 520 | |a RESULTS: A multi-region sampling approach coupled with EPIC DNA methylation arrays was conducted on a cohort of normal kidney and ccRCC. ITH was assessed using DNA methylation (5mC) and CNV-based entropy and Euclidian distances. We found elevated 5mC heterogeneity and entropy in ccRCC relative to normal kidney. Variable CpGs are highly enriched in enhancer regions. Using intra-class correlation coefficient analysis, we identified CpGs that segregate tumor regions according to clinical phenotypes related to tumor aggressiveness. SETD2 wild-type tumors overall possess greater 5mC and copy number ITH than SETD2 mutant tumor regions, suggesting SETD2 loss contributes to a distinct epigenome. Finally, coupling our regional data with TCGA, we identified a 5mC signature that links regions within a primary tumor with metastatic potential | ||
| 520 | |a CONCLUSION: Taken together, our results reveal marked levels of epigenetic ITH in ccRCC that are linked to clinically relevant tumor phenotypes and could translate into novel epigenetic biomarkers | ||
| 650 | 4 | |a Journal Article | |
| 650 | 4 | |a Research Support, N.I.H., Extramural | |
| 650 | 4 | |a 5mC | |
| 650 | 4 | |a CNV | |
| 650 | 4 | |a Clear cell renal cell cancer | |
| 650 | 4 | |a DNA methylation | |
| 650 | 4 | |a Epigenomics | |
| 650 | 4 | |a H3K36me3 | |
| 650 | 4 | |a Intra-tumor heterogeneity | |
| 650 | 4 | |a Metastasis | |
| 650 | 4 | |a SETD2 | |
| 650 | 4 | |a ccRCC | |
| 700 | 1 | |a Pan, Xiaoyu |e verfasserin |4 aut | |
| 700 | 1 | |a Hlady, Ryan A |e verfasserin |4 aut | |
| 700 | 1 | |a Wagner, Ryan T |e verfasserin |4 aut | |
| 700 | 1 | |a Shaikh, Shafiq |e verfasserin |4 aut | |
| 700 | 1 | |a Wang, Liguo |e verfasserin |4 aut | |
| 700 | 1 | |a Humphreys, Mitchell R |e verfasserin |4 aut | |
| 700 | 1 | |a Castle, Erik P |e verfasserin |4 aut | |
| 700 | 1 | |a Stanton, Melissa L |e verfasserin |4 aut | |
| 700 | 1 | |a Ho, Thai H |e verfasserin |4 aut | |
| 700 | 1 | |a Robertson, Keith D |e verfasserin |4 aut | |
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