scispace - formally typeset
Open AccessPosted ContentDOI

Recapitulation of human germline coding variation in an ultra-mutated infant leukemia

Reads0
Chats0
TLDR
Similar molecular processes shaping population-scale human genome variation also underlies the rapid evolution of an infant ultra-mutated leukemia, which is one of the earliest manifestations of cancer hypermutation recorded.
Abstract
Background: Mixed lineage leukemia/Histone-lysine N-methyltransferase 2A gene rearrangements occur in 80% of infant acute lymphoblastic leukemia, but the role of cooperating events is unknown. While infant leukemias typically carry few somatic lesions, we identified a case with over 100 somatic point mutations per megabase and here report unique genomic-features of this case. Results: The patient presented at 82 days of age, one of the earliest manifestations of cancer hypermutation recorded. The transcriptional profile showed global similarities to canonical cases. Coding lesions were predominantly clonal and almost entirely targeting alleles reported in human genetic variation databases with a notable exception in the mismatch repair gene, MSH2 . There were no rare germline alleles or somatic mutations affecting proof-reading polymerase genes POLE or POLD1 , however there was a predicted damaging mutation in the error prone replicative polymerase, POLK . The patient9s diagnostic leukemia transcriptome was depleted of rare and low-frequency germline alleles due to loss-of-heterozygosity, while somatic point mutations targeted low-frequency and common human alleles in proportions that offset this discrepancy. Somatic signatures of ultra-mutations were highly correlated with germline single nucleotide polymorphic sites indicating a common role for 5-methylcytosine deamination, DNA mismatch repair and DNA adducts. Conclusions: These data suggest similar molecular processes shaping population-scale human genome variation also underlies the rapid evolution of an infant ultra-mutated leukemia.

read more

Content maybe subject to copyright    Report

Gout et al Ultra-mutation targets germline SNPs in an infant leukemia
1
Retraction:
1
2
This article should not be cited. We are currently investigating alternative
3
constitutional patient DNA from this patient. She was treated upfront by stem
4
cell transplantation. The timing of remission sample collection with respect to
5
the transplantation requires confirmation. It is plausible the remission sample
6
sequenced includes transplanted cells. We apologise for the inconvenience.
7
8
.CC-BY-NC 4.0 International licenseavailable under a
not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (which wasthis version posted May 17, 2018. ; https://doi.org/10.1101/248690doi: bioRxiv preprint

Gout et al Ultra-mutation targets germline SNPs in an infant leukemia
2
Recapitulation of human germline coding variation in an ultra-mutated
9
infant leukemia
10
Alexander M Gout
1
, Rishi S Kotecha
2,3,4
, Parwinder Kaur
5,6
, Ana Abad
1
, Bree
11
Foley
7
, Kim W Carter
1,8
, Catherine H Cole
3
, Charles S Bond
9
, Ursula R Kees
2
,
12
Jason Waithman
7,
*, Mark N Cruickshank
1,
*
13
1
Cancer Genomics and Epigenetics Laboratory, Telethon Kids Cancer Centre,
14
Telethon Kids Institute, University of Western Australia, Perth, Australia.
15
2
Leukaemia and Cancer Genetics Program, Telethon Kids Cancer Centre,
16
Telethon Kids Institute, Perth, Australia.
17
3
Department of Haematology and Oncology, Princess Margaret Hospital for
18
Children, Perth, Australia.
19
4
School of Medicine, University of Western Australia, Perth, Australia.
20
5
Personalised Medicine Centre for Children, Telethon Kids Institute, Australia.
21
6
Centre for Plant Genetics & Breeding, UWA School of Agriculture &
22
Environment.
23
7
Cancer Immunology Unit, Telethon Kids Institute, Perth, Australia.
24
8
McCusker Charitable Foundation Bioinformatics Centre, Telethon Kids
25
Institute, Perth, Australia.
26
9
School of Molecular Sciences, The University of Western Australia, Perth,
27
Australia.
28
29
* These authors contributed equally to this work. Correspondence and
30
requests for materials should be addressed to J.W.
31
(Jason.Waithman@telethonkids.org.au) or to M.N.C.
32
(Mark.Cruickshank@telethonkids.org.au). Telethon Kids Institute, 100 Roberts
33
Road, Subiaco, Western Australia, 6008. Phone: +61 8 9489 7777. Fax: +61
34
8 9489 7700.
35
36
Running title: Ultra-mutation targets germline SNPs in an infant leukemia.
37
Total number of Figures/Tables: 5 figures and 2 tables.
38
.CC-BY-NC 4.0 International licenseavailable under a
not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (which wasthis version posted May 17, 2018. ; https://doi.org/10.1101/248690doi: bioRxiv preprint

Gout et al Ultra-mutation targets germline SNPs in an infant leukemia
3
Abstract:
39
Mixed lineage leukemia/Histone-lysine N-methyltransferase 2A gene
40
rearrangements occur in 80% of infant acute lymphoblastic leukemia, but the
41
role of cooperating events is unknown. While infant leukemias typically carry
42
few somatic lesions, we identified a case with over 100 somatic point
43
mutations per megabase and here report unique molecular features of this
44
peculiar case. The patient presented at 82 days of age, one of the earliest
45
manifestations of cancer hypermutation recorded. The transcriptional profile
46
showed global similarities to canonical cases. Coding lesions were
47
predominantly clonal and almost entirely targeting alleles reported in human
48
genetic variation databases with a notable exception in the mismatch repair
49
gene, MSH2. There were no rare germline alleles or somatic mutations
50
affecting proof-reading polymerase genes POLE or POLD1, however there
51
was a predicted damaging mutation in the error prone replicative polymerase,
52
POLK. The patient’s diagnostic leukemia transcriptome was depleted of rare
53
and low-frequency germline alleles due to loss-of-heterozygosity, while
54
somatic point mutations targeted low-frequency and common human alleles in
55
proportions that offset this discrepancy. Somatic signatures of ultra-mutations
56
were highly correlated with germline single nucleotide polymorphic sites
57
indicating a common role for 5-methylcytosine deamination, DNA mismatch
58
repair and DNA adducts. Thus, we document a novel somatic ultra-mutational
59
signature that recapitulates population-scale human genome variation with
60
unprecedented precision.
61
.CC-BY-NC 4.0 International licenseavailable under a
not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (which wasthis version posted May 17, 2018. ; https://doi.org/10.1101/248690doi: bioRxiv preprint

Gout et al Ultra-mutation targets germline SNPs in an infant leukemia
4
Author Summary:
62
The mutational burden of human cancer varies widely. Infant cancers typically
63
have few somatic alterations. In contrast, some tumours including 16% of
64
adult cases and 6% of childhood cases, display an elevated mutation rate due
65
to either environmental exposures or genetics. The most highly mutated
66
human cancers (“ultra-mutated”) typically involve mutations and/or inherited
67
defects in a DNA mismatch repair gene (commonly MSH2, MSH6, MLH1 or
68
PMS1) and a proof-reading DNA polymerase gene (either POLE or POLD1).
69
Infant leukemias typically carry few somatic lesions, and as a step to
70
characterise the combined germline and somatic variations we analysed the
71
coding sequences and transcriptomes of six patients’ remission-diagnosis
72
samples. Most infant samples showed a “silent” genome with few somatic
73
lesions. However, we observed a case diagnosed at 82 days of age with an
74
ultra-mutated phenotype - the earliest manifestation on record. The sample
75
had a mutation in the DNA-mismatch repair gene, MSH2 but there were no
76
co-mutations affecting proof-reading polymerase genes POLE or POLD1. An
77
alternative secondary hit, was observed in the replicative error-prone DNA
78
polymerase POLK. Remarkably, the somatic ultra-mutations in this patient
79
precisely targeted rare and common human germline alleles effectively
80
causing a widespread shuffling” of germline alleles without increasing the
81
rare allele burden. Thus, the ultra-mutations in this sample mirror important
82
aspects of human genome evolution and represent a novel somatic
83
mutational mechanism.
84
.CC-BY-NC 4.0 International licenseavailable under a
not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (which wasthis version posted May 17, 2018. ; https://doi.org/10.1101/248690doi: bioRxiv preprint

Gout et al Ultra-mutation targets germline SNPs in an infant leukemia
5
Introduction:
85
Histone-lysine N-methyltransferase 2A (KMT2A) (also known as Mixed
86
lineage leukemia) gene rearrangements (KMT2A-R) at 11q23 occur in infant,
87
pediatric, adult and therapy-induced acute leukemias and are associated with
88
a poor prognosis. KMT2A-R occurs in around 80% of infant acute
89
lymphoblastic leukemia (ALL) and 35-50% of infant acute myeloid leukemia
90
(AML) involving more than 60 distinct partner genes
41
. KMT2A-R infant ALL
91
(iALL) genomes have an exceedingly low somatic mutation burden, with
92
recurring mutations in RAS-PI3K complex genes. Compared to wild-type
93
KMT2A, the fusion oncoprotein has altered histone-methyltransferase activity,
94
causing epigenetic and transcriptional deregulation. While KMT2A-
95
oncoproteins are strong drivers of leukemogenesis, several lines of evidence
96
suggest that KMT2A-R alone is insufficient for tumor initiation. For example,
97
there is significant variability in latency of disease onset in experimental
98
models of KMT2A-fusions
6, 14
and in patients with KMT2A-R detected in
99
neonatal blood spots
24
. Furthermore, KMT2A-R acute leukemias
5
in children
100
are enriched for mutations affecting epigenetic regulatory genes and on
101
average harbor more somatic lesions than infants. These observations have
102
prompted speculation that iALL is a distinct developmental and genetic entity
103
and pre-leukemic transformation occurs in utero, targeting a cell of origin with
104
a genetic/epigenetic permissive predisposition
48
.
105
As a step towards defining cooperating events we performed next-
106
generation sequencing on a KMT2A-R iALL patient cohort and integrated the
107
data with a larger set of acute leukemias. We investigated the combined
108
germline and somatic mutation profiles, identifying a highly mutated specimen
109
.CC-BY-NC 4.0 International licenseavailable under a
not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (which wasthis version posted May 17, 2018. ; https://doi.org/10.1101/248690doi: bioRxiv preprint

References
More filters
Journal ArticleDOI

The Protein Data Bank

TL;DR: The goals of the PDB are described, the systems in place for data deposition and access, how to obtain further information and plans for the future development of the resource are described.
Journal ArticleDOI

ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data

TL;DR: The ANNOVAR tool to annotate single nucleotide variants and insertions/deletions, such as examining their functional consequence on genes, inferring cytogenetic bands, reporting functional importance scores, finding variants in conserved regions, or identifying variants reported in the 1000 Genomes Project and dbSNP is developed.
Journal ArticleDOI

Analysis of protein-coding genetic variation in 60,706 humans

Monkol Lek, +106 more
- 18 Aug 2016 - 
TL;DR: The aggregation and analysis of high-quality exome (protein-coding region) DNA sequence data for 60,706 individuals of diverse ancestries generated as part of the Exome Aggregation Consortium (ExAC) provides direct evidence for the presence of widespread mutational recurrence.
Journal ArticleDOI

Signatures of mutational processes in human cancer

Ludmil B. Alexandrov, +84 more
- 22 Aug 2013 - 
TL;DR: It is shown that hypermutation localized to small genomic regions, ‘kataegis’, is found in many cancer types, and this results reveal the diversity of mutational processes underlying the development of cancer.
Journal ArticleDOI

Predicting the effects of coding non-synonymous variants on protein function using the SIFT algorithm.

TL;DR: This protocol describes the use of the 'Sorting Tolerant From Intolerant' (SIFT) algorithm in predicting whether an AAS affects protein function.
Related Papers (5)

Germline determinants of the somatic mutation landscape in 2,642 cancer genomes

Sebastian M. Waszak, +91 more
- 01 Nov 2017 -