IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-52128-5.html
   My bibliography  Save this article

Germline functional variants contribute to somatic mutation and outcomes in neuroblastoma

Author

Listed:
  • Eun Seop Seo

    (Sungkyunkwan University School of Medicine
    Sungkyunkwan University
    Samsung Medical Center)

  • Ji Won Lee

    (Sungkyunkwan University School of Medicine)

  • Jinyeong Lim

    (Samsung Medical Center)

  • Sunghwan Shin

    (Inje University Ilsan Paik Hospital)

  • Hee Won Cho

    (Sungkyunkwan University School of Medicine)

  • Hee Young Ju

    (Sungkyunkwan University School of Medicine)

  • Keon Hee Yoo

    (Sungkyunkwan University School of Medicine)

  • Ki Woong Sung

    (Sungkyunkwan University School of Medicine)

  • Woong-Yang Park

    (Sungkyunkwan University
    Samsung Medical Center
    Sungkyunkwan University School of Medicine)

Abstract

Germline genetic context may play a significant role in the development and evolution of cancer, particularly in childhood cancers such as neuroblastoma. This study investigates the role of putatively functional germline variants in neuroblastoma, even if they do not directly increase disease risk. Our whole-exome sequencing analysis of 125 patients with neuroblastoma reveals a positive correlation between germline variant burden and somatic mutations. Moreover, patients with higher germline variant burden exhibit worse outcomes. Similar findings are observed in the independent neuroblastoma cohort where a higher germline variant burden correlates with a higher somatic mutational burden and a worse overall survival outcome. However, contrasting results emerge in adult-onset cancer, emphasizing the importance of germline genetics in neuroblastoma. The enrichment of putatively functional germline variants in cancer predisposition genes is borderline significant when compared to healthy populations (P = 0.077; Odds Ratio, 1.45; 95% confidence intervals, 0.94−2.21) and significantly more pronounced against adult-onset cancers (P = 0.016; Odds Ratio, 2.13; 95% confidence intervals, 1.10−3.91). Additionally, the presence of these variants proves to have prognostic significance in neuroblastoma (log-rank P

Suggested Citation

  • Eun Seop Seo & Ji Won Lee & Jinyeong Lim & Sunghwan Shin & Hee Won Cho & Hee Young Ju & Keon Hee Yoo & Ki Woong Sung & Woong-Yang Park, 2024. "Germline functional variants contribute to somatic mutation and outcomes in neuroblastoma," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-52128-5
    DOI: 10.1038/s41467-024-52128-5
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-52128-5
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-52128-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Sara Akhavanfard & Roshan Padmanabhan & Lamis Yehia & Feixiong Cheng & Charis Eng, 2020. "Comprehensive germline genomic profiles of children, adolescents and young adults with solid tumors," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    2. Kai Wang & Sharon J. Diskin & Haitao Zhang & Edward F. Attiyeh & Cynthia Winter & Cuiping Hou & Robert W. Schnepp & Maura Diamond & Kristopher Bosse & Patrick A. Mayes & Joseph Glessner & Cecilia Kim , 2011. "Integrative genomics identifies LMO1 as a neuroblastoma oncogene," Nature, Nature, vol. 469(7329), pages 216-220, January.
    3. Henry Lee-Six & Sigurgeir Olafsson & Peter Ellis & Robert J. Osborne & Mathijs A. Sanders & Luiza Moore & Nikitas Georgakopoulos & Franco Torrente & Ayesha Noorani & Martin Goddard & Philip Robinson &, 2019. "The landscape of somatic mutation in normal colorectal epithelial cells," Nature, Nature, vol. 574(7779), pages 532-537, October.
    4. Monkol Lek & Konrad J. Karczewski & Eric V. Minikel & Kaitlin E. Samocha & Eric Banks & Timothy Fennell & Anne H. O’Donnell-Luria & James S. Ware & Andrew J. Hill & Beryl B. Cummings & Taru Tukiainen , 2016. "Analysis of protein-coding genetic variation in 60,706 humans," Nature, Nature, vol. 536(7616), pages 285-291, August.
    5. Tao Qing & Hussein Mohsen & Michal Marczyk & Yixuan Ye & Tess O’Meara & Hongyu Zhao & Jeffrey P. Townsend & Mark Gerstein & Christos Hatzis & Yuval Kluger & Lajos Pusztai, 2020. "Germline variant burden in cancer genes correlates with age at diagnosis and somatic mutation burden," Nature Communications, Nature, vol. 11(1), pages 1-8, December.
    6. Francis Blokzijl & Joep de Ligt & Myrthe Jager & Valentina Sasselli & Sophie Roerink & Nobuo Sasaki & Meritxell Huch & Sander Boymans & Ewart Kuijk & Pjotr Prins & Isaac J. Nijman & Inigo Martincorena, 2016. "Tissue-specific mutation accumulation in human adult stem cells during life," Nature, Nature, vol. 538(7624), pages 260-264, October.
    7. Aram Vosoughi & Tuo Zhang & Kyrillus S. Shohdy & Panagiotis J. Vlachostergios & David C. Wilkes & Bhavneet Bhinder & Scott T. Tagawa & David M. Nanus & Ana M. Molina & Himisha Beltran & Cora N. Sternb, 2020. "Common germline-somatic variant interactions in advanced urothelial cancer," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    8. Yanling Liu & Jonathon Klein & Richa Bajpai & Li Dong & Quang Tran & Pandurang Kolekar & Jenny L. Smith & Rhonda E. Ries & Benjamin J. Huang & Yi-Cheng Wang & Todd A. Alonzo & Liqing Tian & Heather L., 2023. "Etiology of oncogenic fusions in 5,190 childhood cancers and its clinical and therapeutic implication," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    9. Mischan Vali-Pour & Solip Park & Jose Espinosa-Carrasco & Daniel Ortiz-Martínez & Ben Lehner & Fran Supek, 2022. "The impact of rare germline variants on human somatic mutation processes," Nature Communications, Nature, vol. 13(1), pages 1-21, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Rotem Katzir & Noam Rudberg & Keren Yizhak, 2022. "Estimating tumor mutational burden from RNA-sequencing without a matched-normal sample," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    2. Ewart Kuijk & Onno Kranenburg & Edwin Cuppen & Arne Van Hoeck, 2022. "Common anti-cancer therapies induce somatic mutations in stem cells of healthy tissue," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    3. Bernard C. H. Lee & Philip S. Robinson & Tim H. H. Coorens & Helen H. N. Yan & Sigurgeir Olafsson & Henry Lee-Six & Mathijs A. Sanders & Hoi Cheong Siu & James Hewinson & Sarah S. K. Yue & Wai Yin Tsu, 2022. "Mutational landscape of normal epithelial cells in Lynch Syndrome patients," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    4. Biancastella Cereser & Angela Yiu & Neha Tabassum & Lisa Del Bel Belluz & Sladjana Zagorac & Kenneth Russell Zapanta Ancheta & Rongrong Zhong & Cristian Miere & Alicia Rose Jeffries-Jones & Nina Moder, 2023. "The mutational landscape of the adult healthy parous and nulliparous human breast," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    5. Philip S. Robinson & Laura E. Thomas & Federico Abascal & Hyunchul Jung & Luke M. R. Harvey & Hannah D. West & Sigurgeir Olafsson & Bernard C. H. Lee & Tim H. H. Coorens & Henry Lee-Six & Laura Butlin, 2022. "Inherited MUTYH mutations cause elevated somatic mutation rates and distinctive mutational signatures in normal human cells," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    6. Kian Hong Kock & Patrick K. Kimes & Stephen S. Gisselbrecht & Sachi Inukai & Sabrina K. Phanor & James T. Anderson & Gayatri Ramakrishnan & Colin H. Lipper & Dongyuan Song & Jesse V. Kurland & Julia M, 2024. "DNA binding analysis of rare variants in homeodomains reveals homeodomain specificity-determining residues," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    7. Jonathan C. M. Wan & Dennis Stephens & Lingqi Luo & James R. White & Caitlin M. Stewart & Benoît Rousseau & Dana W. Y. Tsui & Luis A. Diaz, 2022. "Genome-wide mutational signatures in low-coverage whole genome sequencing of cell-free DNA," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    8. Yohann Loriot & Maud Kamal & Laurene Syx & Remy Nicolle & Celia Dupain & Naoual Menssouri & Igor Duquesne & Pernelle Lavaud & Claudio Nicotra & Maud Ngocamus & Ludovic Lacroix & Lambros Tselikas & Gil, 2024. "The genomic and transcriptomic landscape of metastastic urothelial cancer," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    9. Suganth Suppiah & Sheila Mansouri & Yasin Mamatjan & Jeffrey C. Liu & Minu M. Bhunia & Vikas Patil & Prisni Rath & Bharati Mehani & Pardeep Heir & Severa Bunda & German L. Velez-Reyes & Olivia Singh &, 2023. "Multiplatform molecular profiling uncovers two subgroups of malignant peripheral nerve sheath tumors with distinct therapeutic vulnerabilities," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    10. Deblina Banerjee & Sukriti Bagchi & Zhihui Liu & Hsien-Chao Chou & Man Xu & Ming Sun & Sara Aloisi & Zalman Vaksman & Sharon J. Diskin & Mark Zimmerman & Javed Khan & Berkley Gryder & Carol J. Thiele, 2024. "Lineage specific transcription factor waves reprogram neuroblastoma from self-renewal to differentiation," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    11. Ruoyu Tian & Tian Ge & Hyeokmoon Kweon & Daniel B. Rocha & Max Lam & Jimmy Z. Liu & Kritika Singh & Daniel F. Levey & Joel Gelernter & Murray B. Stein & Ellen A. Tsai & Hailiang Huang & Christopher F., 2024. "Whole-exome sequencing in UK Biobank reveals rare genetic architecture for depression," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    12. Pei-Kuan Cong & Wei-Yang Bai & Jin-Chen Li & Meng-Yuan Yang & Saber Khederzadeh & Si-Rui Gai & Nan Li & Yu-Heng Liu & Shi-Hui Yu & Wei-Wei Zhao & Jun-Quan Liu & Yi Sun & Xiao-Wei Zhu & Pian-Pian Zhao , 2022. "Genomic analyses of 10,376 individuals in the Westlake BioBank for Chinese (WBBC) pilot project," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    13. Iker Núñez-Carpintero & Maria Rigau & Mattia Bosio & Emily O’Connor & Sally Spendiff & Yoshiteru Azuma & Ana Topf & Rachel Thompson & Peter A. C. ’t Hoen & Teodora Chamova & Ivailo Tournev & Velina Gu, 2024. "Rare disease research workflow using multilayer networks elucidates the molecular determinants of severity in Congenital Myasthenic Syndromes," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    14. Birgit Burkhardt & Ulf Michgehl & Jonas Rohde & Tabea Erdmann & Philipp Berning & Katrin Reutter & Marius Rohde & Arndt Borkhardt & Thomas Burmeister & Sandeep Dave & Alexandar Tzankov & Martin Dugas , 2022. "Clinical relevance of molecular characteristics in Burkitt lymphoma differs according to age," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    15. Farshad Farshidfar & Kahn Rhrissorrakrai & Chaya Levovitz & Cong Peng & James Knight & Antonella Bacchiocchi & Juan Su & Mingzhu Yin & Mario Sznol & Stephan Ariyan & James Clune & Kelly Olino & Laxmi , 2022. "Integrative molecular and clinical profiling of acral melanoma links focal amplification of 22q11.21 to metastasis," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    16. Maria Stahl Madsen & Marjoleine F. Broekema & Martin Rønn Madsen & Arjen Koppen & Anouska Borgman & Cathrin Gräwe & Elisabeth G. K. Thomsen & Denise Westland & Mariette E. G. Kranendonk & Marian Groot, 2022. "PPARγ lipodystrophy mutants reveal intermolecular interactions required for enhancer activation," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    17. Ricky Lali & Michael Chong & Arghavan Omidi & Pedrum Mohammadi-Shemirani & Ann Le & Edward Cui & Guillaume Paré, 2021. "Calibrated rare variant genetic risk scores for complex disease prediction using large exome sequence repositories," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    18. Mark W. Youngblood & Zeynep Erson-Omay & Chang Li & Hinda Najem & Süleyman Coșkun & Evgeniya Tyrtova & Julio D. Montejo & Danielle F. Miyagishima & Tanyeri Barak & Sayoko Nishimura & Akdes Serin Harma, 2023. "Super-enhancer hijacking drives ectopic expression of hedgehog pathway ligands in meningiomas," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    19. Anna Worthmann & Julius Ridder & Sharlaine Y. L. Piel & Ioannis Evangelakos & Melina Musfeldt & Hannah Voß & Marie O’Farrell & Alexander W. Fischer & Sangeeta Adak & Monica Sundd & Hasibullah Siffeti , 2024. "Fatty acid synthesis suppresses dietary polyunsaturated fatty acid use," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    20. Tetsuo Shoda & Kenneth M. Kaufman & Ting Wen & Julie M. Caldwell & Garrett A. Osswald & Pathre Purnima & Nives Zimmermann & Margaret H. Collins & Kira Rehn & Heather Foote & Michael D. Eby & Wenying Z, 2021. "Desmoplakin and periplakin genetically and functionally contribute to eosinophilic esophagitis," Nature Communications, Nature, vol. 12(1), pages 1-15, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-52128-5. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.