G-quadruplex (G4s) DNA structures have been implicated in inducing genomic instability and contributing to cancer development. However, the relationship between G4s and cancer-related single nucleotide variants (cSNVs) in clinical settings remains unclear. In this large-scale study, we integrated experimentally validated G4s with genomic cSNVs from 13480 cancer patients to investigate the spatial association of G4s with the cellular cSNV landscape. Our findings demonstrate an increase in local genomic instability with increasing local G4 content in cancer patients, suggesting a potential role for G4s in driving cSNVs. Notably, we observed distinct spatial patterns of cSNVs and common single nucleotide variants (dbSNVs) in relation to G4s, implying different mechanisms for their generation and accumulation. We further demonstrate large, cancer-specific differences in the relationship of G4s and cSNVs, which could have important implications for a new class of G4-stabilizing cancer therapeutics. Moreover, we show that high G4-content can serve as a prognostic marker for local cSNV density and patient survival rates. Our findings underscore the importance of considering G4s in cancer research and highlight the need for further investigation into the underlying molecular mechanisms of G4-mediated genomic instability, especially in the context of cancer. Graphical Abstract
机构:
Chinese Acad Sci, Changchun Inst Appl Chem, State Key Lab Electroanalyt Chem, Changchun 130022, Peoples R China
Chinese Acad Sci, Grad Sch, Beijing 100039, Peoples R ChinaChinese Acad Sci, Changchun Inst Appl Chem, State Key Lab Electroanalyt Chem, Changchun 130022, Peoples R China
Ren, Jiangtao
Qin, Haixia
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Chinese Acad Sci, Changchun Inst Appl Chem, State Key Lab Electroanalyt Chem, Changchun 130022, Peoples R China
Chinese Acad Sci, Grad Sch, Beijing 100039, Peoples R ChinaChinese Acad Sci, Changchun Inst Appl Chem, State Key Lab Electroanalyt Chem, Changchun 130022, Peoples R China
Qin, Haixia
Wang, Jiahai
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Chinese Acad Sci, Changchun Inst Appl Chem, State Key Lab Electroanalyt Chem, Changchun 130022, Peoples R ChinaChinese Acad Sci, Changchun Inst Appl Chem, State Key Lab Electroanalyt Chem, Changchun 130022, Peoples R China
Wang, Jiahai
Luedtke, Nathan W.
论文数: 0引用数: 0
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机构:
Univ Zurich, Inst Organ Chem, CH-8057 Zurich, SwitzerlandChinese Acad Sci, Changchun Inst Appl Chem, State Key Lab Electroanalyt Chem, Changchun 130022, Peoples R China
Luedtke, Nathan W.
Wang, Erkang
论文数: 0引用数: 0
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机构:
Chinese Acad Sci, Changchun Inst Appl Chem, State Key Lab Electroanalyt Chem, Changchun 130022, Peoples R ChinaChinese Acad Sci, Changchun Inst Appl Chem, State Key Lab Electroanalyt Chem, Changchun 130022, Peoples R China
Wang, Erkang
Wang, Jin
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机构:
Chinese Acad Sci, Changchun Inst Appl Chem, State Key Lab Electroanalyt Chem, Changchun 130022, Peoples R China
SUNY Stony Brook, Dept Chem & Phys, Stony Brook, NY 11794 USAChinese Acad Sci, Changchun Inst Appl Chem, State Key Lab Electroanalyt Chem, Changchun 130022, Peoples R China
机构:
City Univ Hong Kong, Dept Chem, Hong Kong 999077, Peoples R ChinaCity Univ Hong Kong, Dept Chem, Hong Kong 999077, Peoples R China
Zhang, Kun
Nie, Qichang
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机构:
City Univ Hong Kong, Coll Vet Med & Life Sci, Dept Biomed Sci, Hong Kong 999077, Peoples R ChinaCity Univ Hong Kong, Dept Chem, Hong Kong 999077, Peoples R China
Nie, Qichang
Lau, Terrence Chi-Kong
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机构:
City Univ Hong Kong, Shenzhen Res Inst, Shenzhen 518057, Peoples R China
City Univ Hong Kong, Coll Vet Med & Life Sci, Dept Biomed Sci, Hong Kong 999077, Peoples R ChinaCity Univ Hong Kong, Dept Chem, Hong Kong 999077, Peoples R China
Lau, Terrence Chi-Kong
Kwok, Chun Kit
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机构:
City Univ Hong Kong, Dept Chem, Hong Kong 999077, Peoples R China
City Univ Hong Kong, Shenzhen Res Inst, Shenzhen 518057, Peoples R ChinaCity Univ Hong Kong, Dept Chem, Hong Kong 999077, Peoples R China
机构:
Guangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R ChinaGuangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R China
Guo, Shihui
Zhu, Xiao
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Guangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R ChinaGuangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R China
Zhu, Xiao
Huang, Ziyuan
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Guangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R ChinaGuangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R China
Huang, Ziyuan
Wei, Chuzhong
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Guangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R ChinaGuangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R China
Wei, Chuzhong
Yu, Jiaao
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Guangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R ChinaGuangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R China
Yu, Jiaao
Zhang, Lin
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Guangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R ChinaGuangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R China
Zhang, Lin
Feng, Jinghua
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Guangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R ChinaGuangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R China
Feng, Jinghua
Li, Mingdong
论文数: 0引用数: 0
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机构:
Zibo Cent Hosp, Dept Gastroenterol, Zibo 255000, Peoples R ChinaGuangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R China
Li, Mingdong
Li, Zesong
论文数: 0引用数: 0
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机构:
Shenzhen Univ, Affiliated Hosp 1, Shenzhen Peoples Hosp 2,Guangdong Prov Key Lab Sy, Shenzhen Inst Translat Med,Dept Urol,Shenzhen Key, Shenzhen, Peoples R ChinaGuangdong Med Univ, Marine Biomed Res Inst, Computat Oncol Lab, Zhanjiang 524023, Peoples R China
机构:
Queensland Univ Technol, Ctr Genom & Personalised Hlth, Brisbane, Qld, Australia
Translat Res Inst, Canc & Ageing Res Program, Brisbane, Qld, AustraliaQueensland Univ Technol, Ctr Genom & Personalised Hlth, Brisbane, Qld, Australia
Tang, Ming
Bolderson, Emma
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机构:
Queensland Univ Technol, Ctr Genom & Personalised Hlth, Brisbane, Qld, Australia
Translat Res Inst, Canc & Ageing Res Program, Brisbane, Qld, AustraliaQueensland Univ Technol, Ctr Genom & Personalised Hlth, Brisbane, Qld, Australia
Bolderson, Emma
O'Byrne, Kenneth J.
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Queensland Univ Technol, Ctr Genom & Personalised Hlth, Brisbane, Qld, Australia
Translat Res Inst, Canc & Ageing Res Program, Brisbane, Qld, Australia
Princess Alexandra Hosp, Brisbane, Qld, AustraliaQueensland Univ Technol, Ctr Genom & Personalised Hlth, Brisbane, Qld, Australia
O'Byrne, Kenneth J.
Richard, Derek J.
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Queensland Univ Technol, Ctr Genom & Personalised Hlth, Brisbane, Qld, Australia
Translat Res Inst, Canc & Ageing Res Program, Brisbane, Qld, AustraliaQueensland Univ Technol, Ctr Genom & Personalised Hlth, Brisbane, Qld, Australia
Richard, Derek J.
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY,
2021,
9
机构:
MIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
MIT, Howard Hughes Med Inst, Cambridge, MA 02139 USAMIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
Sheltzer, Jason M.
Blank, Heidi M.
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机构:
MIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
MIT, Howard Hughes Med Inst, Cambridge, MA 02139 USAMIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
Blank, Heidi M.
Pfau, Sarah J.
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机构:
MIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
MIT, Howard Hughes Med Inst, Cambridge, MA 02139 USAMIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
Pfau, Sarah J.
Tange, Yoshie
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h-index: 0
机构:
Osaka Univ, Grad Sch Frontier Biosci, Suita, Osaka 5650871, JapanMIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
Tange, Yoshie
George, Benson M.
论文数: 0引用数: 0
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机构:
MIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
MIT, Howard Hughes Med Inst, Cambridge, MA 02139 USAMIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
George, Benson M.
Humpton, Timothy J.
论文数: 0引用数: 0
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机构:
MIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
MIT, Howard Hughes Med Inst, Cambridge, MA 02139 USAMIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
Humpton, Timothy J.
Brito, Ilana L.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Ecol Evolut & Environm Biol, New York, NY 10027 USAMIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
Brito, Ilana L.
Hiraoka, Yasushi
论文数: 0引用数: 0
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机构:
Osaka Univ, Grad Sch Frontier Biosci, Suita, Osaka 5650871, Japan
Natl Inst Informat & Commun Technol, Kobe Adv ICT Res Ctr, Nishi Ku, Kobe, Hyogo 6512492, JapanMIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
Hiraoka, Yasushi
Niwa, Osami
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机构:
Rockefeller Univ, New York, NY 10065 USAMIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
Niwa, Osami
Amon, Angelika
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机构:
MIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
MIT, Howard Hughes Med Inst, Cambridge, MA 02139 USAMIT, David H Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
机构:
Univ Estadual Paulista, Inst Biociencias Letras & Ciencias Exatas, Dept Biol, BR-15054000 Sao Jose Do Rio Preto, SP, BrazilUniv Estadual Paulista, Inst Biociencias Letras & Ciencias Exatas, Dept Biol, BR-15054000 Sao Jose Do Rio Preto, SP, Brazil
Fazza, Ana Cristina
Sabino, Flavia Cal
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Univ Estadual Paulista, Inst Biociencias Letras & Ciencias Exatas, Dept Biol, BR-15054000 Sao Jose Do Rio Preto, SP, BrazilUniv Estadual Paulista, Inst Biociencias Letras & Ciencias Exatas, Dept Biol, BR-15054000 Sao Jose Do Rio Preto, SP, Brazil
Sabino, Flavia Cal
De Setta, Nathalia
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机构:
Univ Estadual Paulista, Inst Biociencias Letras & Ciencias Exatas, Dept Biol, BR-15054000 Sao Jose Do Rio Preto, SP, BrazilUniv Estadual Paulista, Inst Biociencias Letras & Ciencias Exatas, Dept Biol, BR-15054000 Sao Jose Do Rio Preto, SP, Brazil
De Setta, Nathalia
Bordin, Newton Antonio, Jr.
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机构:
Fac Med, Dept Obstet & Ginecol, Sao Jose Do Rio Preto, SP, BrazilUniv Estadual Paulista, Inst Biociencias Letras & Ciencias Exatas, Dept Biol, BR-15054000 Sao Jose Do Rio Preto, SP, Brazil
Bordin, Newton Antonio, Jr.
Tajara da Silva, Eloiza Helena
论文数: 0引用数: 0
h-index: 0
机构:
Fac Med, Dept Biol Mol, Sao Jose Do Rio Preto, SP, Brazil
Univ Sao Paulo, Inst Biociencias, Dept Genet & Biol Evolucionaria, Sao Paulo, BrazilUniv Estadual Paulista, Inst Biociencias Letras & Ciencias Exatas, Dept Biol, BR-15054000 Sao Jose Do Rio Preto, SP, Brazil
Tajara da Silva, Eloiza Helena
Aparecida Carareto, Claudia Marcia
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机构:
Univ Estadual Paulista, Inst Biociencias Letras & Ciencias Exatas, Dept Biol, BR-15054000 Sao Jose Do Rio Preto, SP, BrazilUniv Estadual Paulista, Inst Biociencias Letras & Ciencias Exatas, Dept Biol, BR-15054000 Sao Jose Do Rio Preto, SP, Brazil
机构:
Inst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, Mexico
Inst Politecn Nacl, Dept Bioquim, Escuela Nacl Ciencias Biol, Ciudad De Mexico 11340, MexicoInst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, Mexico
Elizabeth Jimenez-Gutierrez, Guadalupe
Mondragon-Gonzalez, Ricardo
论文数: 0引用数: 0
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机构:
Inst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, MexicoInst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, Mexico
Mondragon-Gonzalez, Ricardo
Adriana Soto-Ponce, Luz
论文数: 0引用数: 0
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Inst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, MexicoInst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, Mexico
Adriana Soto-Ponce, Luz
Lilian Gomez-Monsivais, Wendy
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Inst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, MexicoInst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, Mexico
Lilian Gomez-Monsivais, Wendy
Garcia-Aguirre, Ian
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Inst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, MexicoInst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, Mexico
Garcia-Aguirre, Ian
Abigail Pacheco-Rivera, Ruth
论文数: 0引用数: 0
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Inst Politecn Nacl, Dept Bioquim, Escuela Nacl Ciencias Biol, Ciudad De Mexico 11340, MexicoInst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, Mexico
Abigail Pacheco-Rivera, Ruth
Suarez-Sanchez, Rocio
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机构:
Inst Nacl Rehabil Luis Guillermo Ibarra Ibarra, Dept Genet, Lab Med Genom, Ciudad De Mexico 14389, MexicoInst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, Mexico
Suarez-Sanchez, Rocio
Brancaccio, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bristol, Sch Biochem, Bristol BS8 1TD, Avon, England
Inst Chem Sci & Technol Giulio Natta SCITEC, I-00168 Rome, ItalyInst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, Mexico
Brancaccio, Andrea
Javier Magana, Jonathan
论文数: 0引用数: 0
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机构:
Inst Nacl Rehabil Luis Guillermo Ibarra Ibarra, Dept Genet, Lab Med Genom, Ciudad De Mexico 14389, Mexico
Escuela Ingn & Ciencias, Dept Bioingn, Inst Tecnol & Estudios Super Monterrey, Campus Ciudad Mexico, Ciudad De Mexico 14380, MexicoInst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, Mexico
Javier Magana, Jonathan
Perlingeiro, Rita C. R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Minnesota, Lillehei Heart Inst, Dept Med, Minneapolis, MN 55455 USAInst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, Mexico
Perlingeiro, Rita C. R.
Cisneros, Bulmaro
论文数: 0引用数: 0
h-index: 0
机构:
Inst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, MexicoInst Politecn Nacl, Dept Genet & Biol Mol, Ctr Invest & Estudios Avanzados, Ciudad De Mexico 07360, Mexico