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Causal Germline Variants in Children with Cancer

33 Pages Posted: 15 Jul 2024

See all articles by Ulrik Kristoffer Stoltze

Ulrik Kristoffer Stoltze

University of Copenhagen - Rigshospitalet

Thomas Hansen

University of Copenhagen - Copenhagen University Hospital

Jon Foss-Skiftesvik

University of Copenhagen - Copenhagen University Hospital

Anna Byrjalsen

University of Copenhagen - Copenhagen University Hospital

Kasper Henriksen

University of Copenhagen - Copenhagen University Hospital

Adrian Laspiur

Technical University of Denmark

Anne-Marie Gerdes

University of Copenhagen - Copenhagen University Hospital

Sisse Rye Ostrowski

University of Copenhagen - Department of Clinical Medicine

Erik Sørensen

University of Copenhagen - Department of Clinical Immunology

Mads Bak

University of Copenhagen - Copenhagen University Hospital

Charlotte Kvist Lautrup

Aarhus University - Aarhus University Hospital

Karen Grønskov

University of Copenhagen

Elena Papaleo

Technical University of Denmark

Henrik Hasle

Aarhus University - Aarhus University Hospital

Torben Mikkelsen

Aarhus University - Aarhus University Hospital

Peder Wehner

Odense University Hospital

Astrid Saksager

University of Copenhagen - Copenhagen University Hospital

Mette Klarskov

University of Copenhagen - Copenhagen University Hospital

Tina Duelund Hjortshøj

University of Copenhagen - Copenhagen University Hospital

Mimi Kjærsgaard

University of Copenhagen - Copenhagen University Hospital

Jane Frederiksen

University of Copenhagen - Copenhagen University Hospital

David Scheie

University of Copenhagen - Department of Pathology

Tina Olsen

University of Copenhagen - Copenhagen University Hospital

Ruta tuckviene

Aalborg University Hospital

Marianne Olsen

Aalborg University Hospital

Zeynep Tümer

University of Copenhagen

René Mathiasen

University Hospital Rigshospitalet - Department of Paediatrics and Adolescent Medicine

Jesper Brok

University of Copenhagen - Copenhagen University Hospital

Astrid Sehested

University of Copenhagen - Department of Paediatrics and Adolescent Medicine

Bram Gorissen

Massachusetts Institute of Technology and Harvard University - Broad Institute

Simon Rasmussen

University of Copenhagen

Konrad Karczewski

Massachusetts Institute of Technology and Harvard University - Broad Institute

Lisa Hjalgrim

University of Copenhagen - Copenhagen University Hospital

Karin A. W. Wadt

University of Copenhagen - Copenhagen University Hospital

Kjeld Schmiegelow

University of Copenhagen - Department of Pediatrics and Adolescent Medicine

More...

Abstract

Background: Cancer predisposition syndromes (CPSs) are the leading known cause of childhood malignancies and are increasingly guiding clinical precision prevention strategies in pediatric oncology. However, reported rate of CPSs in pediatric pancancer studies vary greatly from 4 to 18%.

Method: In a 5-year prospective, registry-validated, nationwide cohort, as well as a separate retrospective cohort, we performed whole-genome sequencing (WGS) of germline DNA from Danish individuals diagnosed with cancer before 18 years of age. Pathogenic variants were assessed for genotype-phenotype matches. Additionally, we compared the burden of private germline variants in our study to those observed in 125,748 gnomAD exomes.

Results: Across a total of 1,127 participants, 16% carried a pathogenic variant in at least one CPS gene, yet, only half of these genotypes matched the observed cancer. Thus, 9% of children in the prospective cohort (n=651) carried a variant considered causative, a rate deemed significantly higher than previous studies (RR = 0.65, 95%CI 0.57 - 0.73, p = 1e-14) — with variants in NF1 and ETV6 as well as trisomy 21, being significantly underrepresented in the literature, and variants in TP53 being overrepresented. As predicted for a disease cohort subject to negative Darwinian selective pressure, we found a significant excess of predicted loss-of-function (pLoF) variants in the 1,500 most mutationaly constrained genes. Surprisingly, this excess was three times greater than expected, leaving a significant residual enrichment of pLoF variants in genes evolutionarily considered the least tolerant to damage (RR = 1.41, 99%CI 1.09 - 1.80, p = 4e-4). 

Conclusion: The high frequency of CPS, many apparently still uncharted, emphasizes the need for systematic and extensive germline genomic mapping as part of the diagnostic work-up of childhood cancer patients and linkage of such data to disease and response phenotypes to guide future pediatric oncological care.

Funding: The European Union Interregional Program ØKS; Danish Cancer Society, R-257- A14720, Danish Childhood Cancer Foundation, 2019-5934 XXX+++XXX, Novo Nordisk Foundation (NNF21SA0072102, NNF23SA0084103).

Declaration of Interest: None to declare.

Ethical Approval: Studies investigating cohorts P and S were jointly approved by Danish ethical authorities in the tracking number H-15016782. The study investigating cohort N was approved separately by the National Ethical Committee with the tracking number NVK2000407.

Keywords: predisposition, pediatrics, evolution, genomics, next-generation sequencing, mutational constraint, clinical genetics

Suggested Citation

Stoltze, Ulrik Kristoffer and Hansen, Thomas and Foss-Skiftesvik, Jon and Byrjalsen, Anna and Henriksen, Kasper and Laspiur, Adrian and Gerdes, Anne-Marie and Ostrowski, Sisse Rye and Sørensen, Erik and Bak, Mads and Lautrup, Charlotte Kvist and Grønskov, Karen and Papaleo, Elena and Hasle, Henrik and Mikkelsen, Torben and Wehner, Peder and Saksager, Astrid and Klarskov, Mette and Hjortshøj, Tina Duelund and Kjærsgaard, Mimi and Frederiksen, Jane and Scheie, David and Olsen, Tina and tuckviene, Ruta and Olsen, Marianne and Tümer, Zeynep and Mathiasen, René and Brok, Jesper and Sehested, Astrid and Gorissen, Bram and Rasmussen, Simon and Karczewski, Konrad and Hjalgrim, Lisa and Wadt, Karin A. W. and Schmiegelow, Kjeld, Causal Germline Variants in Children with Cancer. Available at SSRN: https://ssrn.com/abstract=4889581 or http://dx.doi.org/10.2139/ssrn.4889581

Ulrik Kristoffer Stoltze (Contact Author)

University of Copenhagen - Rigshospitalet ( email )

Copenhagen
Denmark

Thomas Hansen

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

Jon Foss-Skiftesvik

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

Anna Byrjalsen

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

Kasper Henriksen

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

Adrian Laspiur

Technical University of Denmark ( email )

Anker Engelunds Vej 1
Building 101A
Lyngby, 2800
Denmark

Anne-Marie Gerdes

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

Sisse Rye Ostrowski

University of Copenhagen - Department of Clinical Medicine ( email )

Nørregade 10
Copenhagen, København DK-1165
Denmark

Erik Sørensen

University of Copenhagen - Department of Clinical Immunology ( email )

Denmark

Mads Bak

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

Charlotte Kvist Lautrup

Aarhus University - Aarhus University Hospital ( email )

Department of Infectious Disease
Department of Clinical Medicine
Aarhus, 8200
Denmark

Karen Grønskov

University of Copenhagen ( email )

Elena Papaleo

Technical University of Denmark ( email )

Anker Engelunds Vej 1
Building 101A
Lyngby, 2800
Denmark

Henrik Hasle

Aarhus University - Aarhus University Hospital ( email )

Department of Infectious Disease
Department of Clinical Medicine
Aarhus, 8200
Denmark

Torben Mikkelsen

Aarhus University - Aarhus University Hospital ( email )

Department of Infectious Disease
Department of Clinical Medicine
Aarhus, 8200
Denmark

Peder Wehner

Odense University Hospital ( email )

J. B. Winsløws Vej 4
Odense
Denmark

Astrid Saksager

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

Mette Klarskov

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

Tina Duelund Hjortshøj

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

Mimi Kjærsgaard

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

Jane Frederiksen

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

David Scheie

University of Copenhagen - Department of Pathology

Copenhagen
Denmark

Tina Olsen

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

Ruta Tuckviene

Aalborg University Hospital ( email )

Denmark

Marianne Olsen

Aalborg University Hospital ( email )

Denmark

Zeynep Tümer

University of Copenhagen ( email )

René Mathiasen

University Hospital Rigshospitalet - Department of Paediatrics and Adolescent Medicine ( email )

Blegdamsvej 9
Copenhagen E, DK-2100
Denmark
+45 35458409 (Phone)

Jesper Brok

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

Astrid Sehested

University of Copenhagen - Department of Paediatrics and Adolescent Medicine ( email )

Blegdamsvej 9
Copenhagen E, DK-2100
Denmark

Bram Gorissen

Massachusetts Institute of Technology and Harvard University - Broad Institute ( email )

415 Main Street
Cambridge, MA 02142
United States

Simon Rasmussen

University of Copenhagen ( email )

Konrad Karczewski

Massachusetts Institute of Technology and Harvard University - Broad Institute ( email )

415 Main Street
Cambridge, MA 02142
United States

Lisa Hjalgrim

University of Copenhagen - Copenhagen University Hospital ( email )

Karin A. W. Wadt

University of Copenhagen - Copenhagen University Hospital ( email )

Copenhagen, 2100
Denmark

Kjeld Schmiegelow

University of Copenhagen - Department of Pediatrics and Adolescent Medicine

Denmark

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