Whole-genome sequencing reveals clinically relevant insights into the aetiology of familial breast cancers
Open accessAbstract
BACKGROUND: Whole-genome sequencing (WGS) is a powerful method for revealing the diversity and complexity of the somatic mutation burden of tumours. Here, we investigated the utility of tumour and matched germline WGS for understanding aetiology and treatment opportunities for high-risk individuals with familial breast cancer. PATIENTS AND METHODS: We carried out WGS on 78 paired germline and tumour DNA samples from individuals carrying pathogenic variants in BRCA1 (n = 26) or BRCA2 (n = 22) or from non-carriers (non-BRCA1/2; n = 30). RESULTS: Matched germline/tumour WGS and somatic mutational signature analysis revealed patients with unreported, dual pathogenic germline variants in cancer risk genes (BRCA1/BRCA2; BRCA1/MUTYH). The strategy identified that 100% of tumours from BRCA1 carriers and 91% of tumours from BRCA2 carriers exhibited biallelic inactivation of the respective gene, together with somatic mutational signatures suggestive of a functional deficiency in homologous recombination. A set of non-BRCA1/2 tumours also had somatic signatures indicative of BRCA-deficiency, including tumours with BRCA1 promoter methylation, and tumours from carriers of a PALB2 pathogenic germline variant and a BRCA2 variant of uncertain significance. A subset of 13 non-BRCA1/2 tumours from early onset cases were BRCA-proficient, yet displayed complex clustered structural rearrangements associated with the amplification of oncogenes and pathogenic germline variants in TP53, ATM and CHEK2. CONCLUSIONS: Our study highlights the role that WGS of matched germline/tumour DNA and the somatic mutational signatures can play in the discovery of pathogenic germline variants and for providing supporting evidence for variant pathogenicity. WGS-derived signatures were more robust than germline status and other genomic predictors of homologous recombination deficiency, thus impacting the selection of platinum-based or PARP inhibitor therapy. In this first examination of non-BRCA1/2 tumours by WGS, we illustrate the considerable heterogeneity of these tumour genomes and highlight that complex genomic rearrangements may drive tumourigenesis in a subset of cases.
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- Findingown data
Some non-BRCA1/2 tumours had quiet genomes with few somatic mutations.
“quiet genomes with few somatic mutations”
Quote in the paperNot a substantial claim - Findingown data
Some non-BRCA1/2 tumours had a high burden of rearrangement signature 4, consisting of clustered rearrangements.
“a high burden of rearrangement signature 4 (clustered rearrangements)”
Quote in the paperNot a substantial claim - Findingcitation
Some non-BRCA1/2 tumours had a high single nucleotide variant burden linked to the APOBEC substitution signature.
“a high SNV burden associated with APOBEC substitution signature [8]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [8] Alexandrov LB Nik-Zainal S Wedge DC Signatures of mutational processes in human cancer Nature 2013 500 7463 415 421 23945592 PMC3776390 source
Not checked in the free run.
- Findingown data
In the cohort, 79 of the 93 previously reported breast cancer driver genes carried mutations.
“Seventy-nine out of the 93 previously identified BC driver genes [9] were mutated”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [9] Nik-Zainal S Davies H Staaf J Landscape of somatic mutations in 560 breast cancer whole-genome sequences Nature 2016 534 7605 47 54 27135926 PMC4910866 source
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- Findingcitation
Five substitution signatures and five rearrangement signatures were detected.
“Five substitution and five rearrangement signatures [8, 9] were identified”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [8] Alexandrov LB Nik-Zainal S Wedge DC Signatures of mutational processes in human cancer Nature 2013 500 7463 415 421 23945592 PMC3776390 source
Not checked in the free run.
- cites [9] Nik-Zainal S Davies H Staaf J Landscape of somatic mutations in 560 breast cancer whole-genome sequences Nature 2016 534 7605 47 54 27135926 PMC4910866 source
Not checked in the free run.
- Findingown data
BRCA2 tumours had the largest burden of substitution signature 8 and rearrangement signature 5 (P ≤ 0.001).
“BRCA2-tumours had the highest burden of substitution signature 8 and rearrangement signature 5 (both P ≤ 0.001, Mann–Whitney U test).”
Quote in the paperNot a substantial claim - Findingown data
Non-BRCA1/2 tumours showed GATA3/PIK3CA mutations at a frequency of 50%.
“GATA3/PIK3CA (50%) in non-BRCA1/2-tumours”
Quote in the paperNot a substantial claim - Findingown data
BRCA1 and BRCA2 tumours had more small deletions and single nucleotide variants than non-BRCA1/2 tumours.
“BRCA1- and BRCA2-tumours harboured more small deletions and SNVs compared with non-BRCA1/2 tumours”
Quote in the paperSubstantial claim - Findingown data
The mutation profile of non-BRCA1/2 tumours was varied.
“The mutation profile of non-BRCA1/2-tumours was diverse”
Quote in the paperSubstantial claim - Findingown data
BRCA1 tumours showed a high TP53 mutation frequency of 88%.
“including a high frequency of mutations in TP53 (88%) in BRCA1-tumours”
Quote in the paperNot a substantial claim - Findingown data
BRCA1 tumours had the largest proportion of substitution signature 3 and rearrangement signature 3.
“BRCA1-tumours had the highest proportion of substitution signature 3 and rearrangement signature 3”
Quote in the paperSubstantial claim - Findingown data
WGS-derived mutational signatures found previously undetected carriers of dual germline pathogenic variants.
“Previously undetected carriers of dual germline pathogenic variants were discovered by WGS-derived mutational signatures.”
Quote in the paperSubstantial claim - Findingown data
BRCA1 tumours had more structural rearrangements, including duplications and translocations, than BRCA2 and non-BRCA1/2 tumours (P ≤ 0.001).
“BRCA1-tumours exhibited a higher number of structural rearrangements including duplications and translocations compared with BRCA2 and non-BRCA1/2 tumours (both P ≤ 0.001, Mann–Whitney U test).”
Quote in the paperSubstantial claim - Findingown data
Some non-BRCA1/2 tumours had mutational signatures suggesting BRCA1/2 deficiency.
“mutational signatures suggesting BRCA1/2-deficiency”
Quote in the paperSubstantial claim - Findingown data
The somatic mutation landscape varied among tumours from BRCA1, BRCA2, and non-BRCA1/2 carriers.
“The somatic mutational landscape differed between tumours from BRCA1, BRCA2 and non-BRCA1/2 carriers”
Quote in the paperSubstantial claim - Findingown data
Clustering tumours by multiple mutational signatures separated the cohort into three groups that largely matched germline status: BRCA1-like, BRCA2-like, and non-BRCA1/2-like.
“Unsupervised hierarchical clustering based on the contribution of multiple mutational signatures in each tumour stratified the cohort into three groups that broadly captured germline status, hence these groups were termed ‘BRCA1-like’, ‘BRCA2-like’ or ‘non-BRCA1/2-like’”
Quote in the paperSubstantial claim - Findingown data
Clustering separated non-BRCA1/2-like tumours into two groups based on rearrangement signatures 1, 2, and 4.
“Unsupervised hierarchical clustering stratified the ‘non-BRCA1/2-like’ tumours into two groups based on the contributions of rearrangement signatures 1, 2 and 4”
Quote in the paperSubstantial claim - Findingown data
Non-BRCA1/2 case FBC060681 had a BRCA2 variant of uncertain significance (c.7828G>A p.Val2610Met).
“Non-BRCA1/2 case FBC060681 harboured a BRCA2 VUS (c.7828G>A p.Val2610Met).”
Quote in the paperSubstantial claim - Findingown data
Non-BRCA1/2-like tumours had shorter telomeres than BRCA-deficient tumours.
“We observed that ‘non-BRCA1/2-like’ tumours had shorter telomeres than BRCA-deficient tumours”
Quote in the paperSubstantial claim - Findingcitation
The clustered rearrangements coincided with amplification of known breast cancer oncogenes, including ZNF217, ERBB2, CCND1, and MYC.
“These clustered events coincided with amplifications of known BC oncogenes (e.g. ZNF217, ERBB2, CCND1, MYC) [9]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [9] Nik-Zainal S Davies H Staaf J Landscape of somatic mutations in 560 breast cancer whole-genome sequences Nature 2016 534 7605 47 54 27135926 PMC4910866 source
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- Findingown data
Four non-BRCA1/2 tumours had mutational signatures suggesting BRCA1 loss-of-function.
“Four non-BRCA1/2-tumours harboured mutational signatures suggestive of BRCA1 loss-of-function (cases FBC020021, FBC040626, FBC060116, FBC050467)”
Quote in the paperSubstantial claim - Findingown data
The non-BRCA1/2-like subgroup with complex clustered structural rearrangements consisted of early onset cancers with ER-positive and/or HER2-positive phenotype.
“The subgroup of ‘non-BRCA1/2-like’ tumours harbouring complex patterns of clustered structural rearrangements was early onset cancers with an ER-positive and/or HER2-positive phenotype.”
Quote in the paperSubstantial claim - Findingcitation
In case FBC070205, substitution signatures were dominated by C>A transversions in NpCpA or NpCpT contexts, which have been linked to MUTYH inactivation.
“substitution signatures were dominated by C>A transversions in NpCpA or NpCpT contexts (Figures 2 and 3) previously associated with inactivation of the BER gene MUTYH [11].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [11] Scarpa A Chang DK Nones K Whole-genome landscape of pancreatic neuroendocrine tumours Nature 2017 543 7643 65 71 28199314 source
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- Findingown data
Protein modelling predicted that the BRCA2 variant damages protein structure and function.
“Protein modelling of the variant predicted a damaging effect on protein structure and function”
Quote in the paperNot a substantial claim - Findingown data
No biallelic inactivation was found in 52 additional HR pathway genes that could explain the HR-defective signatures.
“We found no evidence of biallelic inactivation of 52 additional genes involved in the HR pathway [12] that could account for the HR defective signatures”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [12] Pearl LH Schierz AC Ward SE Therapeutic opportunities within the DNA damage response Nat Rev Cancer 2015 15 3 166 180 25709118 source
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- Findingown data
In four cases, rare germline variants in TP53, ATM, and CHEK2 were found with somatic loss of the wild-type allele, implying loss of function of the relevant protein.
“In four cases, however, we identified rare germline variants in TP53 (NM_000546.5: c.1009C>T), ATM (NM_000051.3: c.4909+1G>A) and CHEK2 (NM_007194.3: c.349A>G; NM_007194.3: c.1100delC), together with somatic loss of the wild-type allele, implying functional loss of the relevant protein”
Quote in the paperSubstantial claim - Findingown data
No biallelic inactivation of 52 HR-related genes was found in case FBC060681.
“No evidence of biallelic inactivation in 52 HR-related genes [12] were identified in this case”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [12] Pearl LH Schierz AC Ward SE Therapeutic opportunities within the DNA damage response Nat Rev Cancer 2015 15 3 166 180 25709118 source
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- Findingown data
No germline or somatic variants in candidate genes for chromosomal segregation or telomere maintenance were found that could explain this rearrangement pattern.
“We were unable to identify germline or somatic variants in candidate genes associated with chromosomal segregation or telomere maintenance that could potentially lead to this pattern of rearrangements.”
Quote in the paperSubstantial claim - Findingown data
WGS-derived signatures identified two individuals with dual germline pathogenic variants (BRCA1/BRCA2 and BRCA1/MUTYH) that had not been reported before.
“WGS-derived signatures identified two individuals as carriers of dual germline pathogenic variants (BRCA1/BRCA2 and BRCA1/MUTYH), which were previously unreported.”
Quote in the paperSubstantial claim - Findingown data
Twelve non-BRCA1/2-like tumours had quiet genomes dominated by rearrangement signature 2 (n=9, with recurrent 1q gain and/or 16q loss) or rearrangement signature 1 (n=3).
“Twelve tumours had either relatively quiet genomes dominated by rearrangement signature 2 (n = 9; with recurrent gain of 1q and/or loss of 16q) or rearrangement signature 1 (n = 3).”
Quote in the paperNot a substantial claim - Interpretationown data
The variation in non-BRCA1/2 tumour mutation profiles suggests that their causes are likely heterogeneous.
“suggesting a likely heterogeneous aetiology”
Quote in the paperSubstantial claim - Interpretationown data
Biallelic inactivation of germline risk genes drives accumulation of specific somatic mutational signatures.
“We confirm the importance of biallelic inactivation of germline risk genes to drive the accumulation of specific patterns of somatic mutational signatures.”
Quote in the paperSubstantial claim - Interpretationown data
Several lines of evidence support that the BRCA2 VUS (c.7828G>A p.Val2610Met) contributed to tumorigenesis.
“Several lines of evidence support that the BRCA2 VUS (c.7828G>A p.Val2610Met) contributed to tumorigenesis”
Quote in the paperSubstantial claim - Interpretationown data
Mutation signatures indicated that biallelic BRCA1 inactivation, not BRCA2, drove tumorigenesis in the BRCA1/BRCA2 case.
“Mutation signatures indicated that biallelic inactivation of BRCA1 rather than BRCA2 was driving tumorigenesis in the BRCA1/BRCA2 case.”
Quote in the paperSubstantial claim - Premisecitation
Loss of PALB2 function is linked to BRCA-deficient signatures.
“supporting previous studies linking loss of PALB2 function with BRCA-deficient signatures [7, 10, 13].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [7] Davies H Glodzik D Morganella S HRDetect is a predictor of BRCA1 and BRCA2 deficiency based on mutational signatures Nat Med 2017 23 4 517 525 28288110 PMC5833945 source
Not checked in the free run.
- cites [10] Waddell N Pajic M Patch AM Whole genomes redefine the mutational landscape of pancreatic cancer Nature 2015 518 7540 495 501 25719666 PMC4523082 source
Not checked in the free run.
- cites [13] Polak P Kim J Braunstein LZ A mutational signature reveals alterations underlying deficient homologous recombination repair in breast cancer Nat Genet 2017 49 10 1476 1486 28825726 PMC7376751 source
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- Premisecitation
Non-BRCA1/2 tumours show considerable morphological, molecular, and genomic heterogeneity.
“Non-BRCA1/2 tumours exhibit considerable morphological [21], molecular [22] and genomic heterogeneity.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [21] Lakhani SR Gusterson BA Jacquemier J The pathology of familial breast cancer: histological features of cancers in families not attributable to mutations in BRCA1 or BRCA2 Clin Cancer Res 2000 6 3 782 789 10741697
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- cites [22] Waddell N Arnold J Cocciardi S Subtypes of familial breast tumours revealed by expression and copy number profiling Breast Cancer Res Treat 2010 123 3 661 677 19960244 source
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- Interpretationown data
The biallelic inactivation of BRCA1 and MUTYH, with their mutational signatures, suggests both genes contributed to tumourigenesis in case FBC070205.
“The biallelic inactivation of both genes, together with evidence of their mutational signatures suggest that both genes contributed to tumourigenesis.”
Quote in the paperSubstantial claim - Interpretationown data
Biallelic inactivation of both BRCA1 and MUTYH contributed to tumorigenesis in the BRCA1/MUTYH case.
“However, it is clear that biallelic inactivation of both genes contributed to tumorigenesis.”
Quote in the paperSubstantial claim - Interpretationcitation
WGS and HRDetect improve classification of tumours as BRCA-proficient or deficient compared with individual genomic parameters such as HRD score and substitution signature 3.
“We confirm the utility of WGS and HRDetect [7] to enhance the stratification of tumours as being BRCA-proficient versus deficient compared with individual genomic parameters (e.g. HRD score and substitution signature 3).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [7] Davies H Glodzik D Morganella S HRDetect is a predictor of BRCA1 and BRCA2 deficiency based on mutational signatures Nat Med 2017 23 4 517 525 28288110 PMC5833945 source
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- May combine two claims. 38
- Classified as probably not a substantial claim. 3
May combine two claims.
Findingown dataMost BRCA1-like tumours were grade 3 and triple-negative, but the group also included two grade 2, four ER/PR-positive, and three HER2-positive tumours.
“Most tumours were grade-3 and triple-negative, but included two histological grade-2, four ER/PR-positive and three HER2-positive tumours”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAll non-BRCA1/2-like tumours were BRCA-proficient (HRDetect <0.7), whereas all BRCA1-like and BRCA2-like tumours were BRCA-deficient.
“All tumours stratified as ‘non-BRCA1/2-like’ were BRCA-proficient (HRDetect scores <0.7), while all ‘BRCA1-like’ and ‘BRCA2-like’ tumours were BRCA-deficient”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCombining multiple mutational signatures or using HRDetect classified tumour HR status better than individual mutational signatures alone.
“We show that the combination of multiple mutational signatures or HRDetect [7] enabled better classification of the HR status in tumours than when using individual mutational signatures alone”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [7] Davies H Glodzik D Morganella S HRDetect is a predictor of BRCA1 and BRCA2 deficiency based on mutational signatures Nat Med 2017 23 4 517 525 28288110 PMC5833945 source
Not checked in the free run.
May combine two claims.
Findingown dataTwenty-nine tumours had BRCA1-like signatures; all showed biallelic BRCA1 inactivation and were BRCA-deficient by HRDetect.
“Twenty-nine tumours showed ’BRCA1-like’ mutational signatures; all had biallelic inactivation of BRCA1 and were BRCA-deficient according to HRDetect.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataTen tumours (13%) clustered away from their original BRCA status: two BRCA1, two BRCA2, and six non-BRCA1/2 tumours.
“Ten tumours (13%) clustered away from their ‘original BRCA status’, including two BRCA1-, two BRCA2- and six non-BRCA1/2-tumours.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe BRCA2-like group included 20 of 22 BRCA2 tumours, each with biallelic BRCA2 inactivation; 19 ER/PR-positive tumours, 9 grade 2 tumours, and 2 invasive lobular carcinomas.
“This group included 20 of the 22 BRCA2-tumours, each with biallelic inactivation of BRCA2; 19 ER/PR-positive tumours, 9 grade-2 tumours, and 2 invasive lobular carcinomas”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataEach of those four tumours had somatic BRCA1 loss of heterozygosity, and three had somatic BRCA1 promoter methylation.
“Each tumour had somatic LOH of BRCA1 and three exhibited somatic BRCA1 promoter methylation”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFour cases in the complex rearrangement subgroup had germline pathogenic variants in ATM, CHEK2, or TP53, all with somatic LOH.
“Four cases within this group harboured germline pathogenic variants in ATM [23], CHEK2 [24] or TP53 [25], all with somatic LOH.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [23] Sandoval N Platzer M Rosenthal A Characterization of ATM gene mutations in 66 ataxia telangiectasia families Hum Mol Genet 1999 8 1 69 79 9887333 source
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- cites [24] Schmidt MK Hogervorst F van Hien R Age- and tumor subtype-specific breast cancer risk estimates for CHEK2*1100delC carriers J Clin Oncol 2016 34 23 2750 2760 27269948 PMC5019754 source
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- cites [25] Bougeard G Renaux-Petel M Flaman JM Revisiting Li-Fraumeni syndrome from TP53 mutation carriers J Clin Oncol 2015 33 21 2345 2352 26014290 source
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Findingown dataA MUTYH germline pathogenic variant and somatic loss of the wild-type allele were later found in case FBC070205.
“We subsequently identified a MUTYH germline pathogenic variant (c.1556G>A; p.Arg519Gln) and somatic loss of the wild-type allele”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataWGS of non-BRCA1/2 case FBC020031 confirmed a previously identified PALB2 nonsense variant and found somatic loss of the wild-type allele.
“WGS of non-BRCA1/2 case FBC020031 confirmed the previously identified PALB2 nonsense variant (rs180177132; c.3113G>A p.Trp1038*) and detected somatic loss of the wild-type allele.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataTwenty-four tumours had BRCA2-like signatures, and all were BRCA1/2-deficient by HRDetect.
“Twenty-four tumours contained ‘BRCA2-like’ signatures and all were BRCA1/2-deficient according to HRDetect.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe other thirteen non-BRCA1/2-like tumours were younger at diagnosis (median 44 versus 62 years) and had a high contribution of rearrangement signature 4, with complex rearrangements clustered to one or a few chromosomes.
“The remaining thirteen tumours were younger at diagnosis (median age 44 versus 62 years) and displayed a high contribution of rearrangement signature 4, involving complex rearrangements clustered to one or a few chromosomes.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCase FBC070169 had a strong APOBEC substitution signature accounting for 94% of somatic mutations, but no APOBEC3A or APOBEC3B germline variants previously linked to this signature were found.
“Case FBC070169 had a strong APOBEC substitution signature accounting for 94% of the somatic mutations, yet there was no evidence of the APOBEC3A or APOBEC3B germline variants previously associated with this signature [15, 16].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [15] Nik-Zainal S Wedge DC Alexandrov LB Association of a germline copy number polymorphism of APOBEC3A and APOBEC3B with burden of putative APOBEC-dependent mutations in breast cancer Nat Genet 2014 46 5 487 491 24728294 PMC4137149 source
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- cites [16] Middlebrooks CD Banday AR Matsuda K Association of germline variants in the APOBEC3 region with cancer risk and enrichment with APOBEC-signature mutations in tumors Nat Genet 2016 48 11 1330 1338 27643540 PMC6583788 source
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FindingcitationThe BRCA2 variant was absent from gnomAD and the 560 breast cancer genomes cohort, and ClinVar classified it as Class 3 uncertain significance.
“The variant was not reported in gnomAD or in the 560 BC genomes cohort [9] and is described by ClinVar (Variation ID: 135816) as ‘Class 3 Uncertain significance’”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [9] Nik-Zainal S Davies H Staaf J Landscape of somatic mutations in 560 breast cancer whole-genome sequences Nature 2016 534 7605 47 54 27135926 PMC4910866 source
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May combine two claims.
Findingown dataTwenty-five tumours were non-BRCA1/2-like, including 24 from non-BRCA1/2 cases and one BRCA2 tumour that lacked somatic inactivation of the BRCA2 wild-type allele.
“Twenty-five tumours were classified as ‘non-BRCA1/2-like’ and included 24 tumours from non-BRCA1/2 cases and a BRCA2-tumour (FBC016006, NM_000059.3, c.1310_1313delAAGA) that lacked somatic inactivation of the BRCA2 wild-type allele”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe FBC020031 tumour was BRCA2-like with a high burden of substitution signature 3 and rearrangement signature 5.
“The tumour was ‘BRCA2-like’ with a high burden of substitution signature 3 and rearrangement signature 5”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCase FBC070205 had a BRCA1 germline pathogenic variant and somatic loss of the wild-type allele, and the tumour had a high contribution of somatic rearrangement signature 3.
“Case FBC070205 carried a BRCA1 germline pathogenic variant (c.5244_5245delAA; p.Lys1748fs) and somatic loss of the wild-type allele, and the tumour showed a high contribution of the somatic rearrangement signature 3.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCase FBC090235 had a BRCA2 germline pathogenic variant found by germline testing; WGS showed mono-allelic BRCA2 loss and a BRCA1 germline structural rearrangement with somatic loss of the wild-type allele.
“Case FBC090235 carried a BRCA2 germline pathogenic variant (c.574_575delAT; p.Met192ValfsX13) identified by germline testing. WGS revealed not only mono-allelic loss of BRCA2 but also a BRCA1 germline structural rearrangement (chr17: g.41230286_41236428dup) coupled with somatic loss of the wild-type allele”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe FBC060681 tumour had somatic loss of the wild-type allele and BRCA2-like mutational signatures.
“The tumour presented somatic loss of the wild-type allele, as well as ‘BRCA2-like’ mutational signatures.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn 8 of 13 tumours, rearrangement patterns suggested Breakage-Fusion-Bridge cycles; two more tumours had events resembling chromothripsis and BFB.
“in 8/13 tumours, the patterns of rearrangements suggested evidence for Breakage–Fusion–Bridge (BFB) cycles; two additional tumours had events resembling chromothripsis and BFB”
Quote in the paperSubstantial claimMay combine two claims.
FindingcitationThe BRCA2 variant lies in a highly conserved amino acid and is predicted to create a de novo donor splice-site in exon 17, but no experimental evidence supported this.
“The variant is in a highly conserved amino acid and is predicted to create a de novo donor splice-site in exon 17, although no experimental evidence supported this [14].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [14] Whiley PJ Parsons MT Leary J Multifactorial likelihood assessment of BRCA1 and BRCA2 missense variants confirms that BRCA1: c.122A>G(p.His41Arg) is a pathogenic mutation PLoS One 2014 9 1 e86836 24489791 PMC3904950 source
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Findingown dataAmong non-BRCA1/2-like tumours, 22 were ER/PR-positive, six were HER2-positive, and all were considered BRCA-proficient.
“Twenty-two tumours were ER/PR-positive; six were HER2-positive; and all were considered BRCA-proficient”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataWith WGS and HRDetect, all BRCA1 tumours, 91% of BRCA2 tumours, and the PALB2 tumour had biallelic inactivation of the respective gene and strong evidence of HR deficiency.
“Using this approach, all BRCA1-tumours, 91% of BRCA2-tumours and the PALB2 tumour had bialleic inactivation of said gene and strong evidence of HR-deficiency.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOnly two of 22 (9% versus 46%) BRCA2-carrier tumours lacked biallelic inactivation; one was BRCA-deficient due to biallelic BRCA1 inactivation, and the other was BRCA-proficient and unlikely to benefit from such therapies.
“In contrast to a recent report, only two tumours (2/22, 9% versus 46% [5]) from BRCA2 carriers did not exhibit biallelic inactivation of the gene; one tumour was BRCA-deficient due to the biallelic inactivation of BRCA1, whereas the other was BRCA-proficient, and hence this latter patient would be unlikely to benefit from such therapies.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [5] Maxwell KN Wubbenhorst B Wenz BM BRCA locus-specific loss of heterozygosity in germline BRCA1 and BRCA2 carriers Nat Commun 2017 8 1 319 28831036 PMC5567274 source
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Interpretationown dataBRCA1 promoter methylation was absent in blood from the four cases and relatives, suggesting these tumours were likely driven by somatic biallelic BRCA1 inactivation.
“BRCA1 promoter methylation was tested in the blood of all four cases and other family members, but all were found to be unmethylated, suggesting that these tumours are likely driven by somatic biallelic inactivation of BRCA1”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationcitationLoss of BRCA1, BRCA2, or PALB2 function produces a high mutation burden and specific signatures indicating defective homologous recombination.
“Loss of function of BRCA1, BRCA2 and PALB2 yield a high mutation burden and specific signatures inferring defective HR [7, 9, 10, 13].”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [7] Davies H Glodzik D Morganella S HRDetect is a predictor of BRCA1 and BRCA2 deficiency based on mutational signatures Nat Med 2017 23 4 517 525 28288110 PMC5833945 source
Not checked in the free run.
- cites [9] Nik-Zainal S Davies H Staaf J Landscape of somatic mutations in 560 breast cancer whole-genome sequences Nature 2016 534 7605 47 54 27135926 PMC4910866 source
Not checked in the free run.
- cites [10] Waddell N Pajic M Patch AM Whole genomes redefine the mutational landscape of pancreatic cancer Nature 2015 518 7540 495 501 25719666 PMC4523082 source
Not checked in the free run.
- cites [13] Polak P Kim J Braunstein LZ A mutational signature reveals alterations underlying deficient homologous recombination repair in breast cancer Nat Genet 2017 49 10 1476 1486 28825726 PMC7376751 source
Not checked in the free run.
May combine two claims.
Interpretationnone givenThis study is the largest cohort of familial breast cancer cases examined by WGS and the first report from high-risk non-BRCA1/2 families.
“This study represents the largest cohort of familial BC cases examined by WGS, and the first report from high-risk, non-BRCA1/2 families.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataWGS provided evidence about tumorigenesis drivers in many cases, including germline BRCA2 VUS, PALB2, CHEK2, ATM, and TP53 variants; BRCA1 promoter methylation; APOBEC mutagenesis; and oncogene amplification.
“WGS provided evidence regarding the drivers of tumorigenesis in many cases, including germline carriers of variants in BRCA2 (VUS), PALB2, CHEK2, ATM and TP53; BRCA1 promoter methylation, APOBEC mutagenesis and oncogene amplification.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationcitationTumours with TP53, ATM, or CHEK2 germline variants lack BRCA-deficient signatures but have highly complex clustered chromosomal rearrangements.
“Despite the role of TP53, ATM and CHEK2 in DNA-damage signalling and double-strand breaks detection, these tumours do not show evidence of BRCA-deficient signatures, as previously described [9, 13, 19], but instead they harbour highly complex clustered chromosomal rearrangements.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [9] Nik-Zainal S Davies H Staaf J Landscape of somatic mutations in 560 breast cancer whole-genome sequences Nature 2016 534 7605 47 54 27135926 PMC4910866 source
Not checked in the free run.
- cites [13] Polak P Kim J Braunstein LZ A mutational signature reveals alterations underlying deficient homologous recombination repair in breast cancer Nat Genet 2017 49 10 1476 1486 28825726 PMC7376751 source
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- cites [19] Weigelt B Bi R Kumar R The landscape of somatic genetic alterations in breast cancers from ATM germline mutation carriers J Natl Cancer Inst 2018 110 9 1030 1034 29506079 PMC6136925 source
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May combine two claims.
Interpretationown dataCombined germline and somatic WGS can act as a companion diagnostic to clarify cancer risk and guide treatment decisions.
“The findings demonstrate the impact that combined germline and somatic WGS can offer as a companion diagnostic in clarifying cancer risk in individuals and in aiding decisions regarding treatment.”
Quote in the paperSubstantial claim- Rests on an assumption: Whole-genome sequencing detects a broad repertoire of somatic and/or germline alterations in an unbiased manner.
May combine two claims.
PremisecitationCo-occurring BRCA1 and BRCA2 germline pathogenic variants are rare (0.3%, 93/32,295 cases), and carriers are more likely to be diagnosed with breast cancer than carriers of only BRCA1 or BRCA2.
“Co-occurring germline pathogenic variants in BRCA1 and BRCA2 are rare (0.3%, 93/32, 295 cases) and carriers are more likely to be diagnosed with BC than BRCA1 or BRCA2 only carriers [20].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [20] Rebbeck TR Friebel TM Mitra N Inheritance of deleterious mutations at both BRCA1 and BRCA2 in an international sample of 32, 295 women Breast Cancer Res 2016 18 112 PMC5106833 27836010 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationTelomeric erosion causing dicentric chromosome formation could lead to BFB and/or chromothripsis.
“raising the possibility that dicentric chromosome formation due to telomeric erosion could lead to BFB and/or chromothripsis [17, 18].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [17] Crasta K Ganem NJ Dagher R DNA breaks and chromosome pulverization from errors in mitosis Nature 2012 482 7383 53 58 22258507 PMC3271137 source
Not checked in the free run.
- cites [18] Glodzik D Purdie C Rye IH Mutational mechanisms of amplifications revealed by analysis of clustered rearrangements in breast cancers Ann Oncol 2018 PMC6290883 30252041 source
Not checked in the free run.
May combine two claims.
PremisecitationThese rearrangement patterns have been reported in breast cancer but not associated with germline predisposition.
“Whilst these patterns of rearrangements have been reported in BC [28, 29], they have not been associated with a germline predisposition.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [28] Stephens PJ Greenman CD Fu B Massive genomic rearrangement acquired in a single catastrophic event during cancer development Cell 2011 144 1 27 40 21215367 PMC3065307 source
Not checked in the free run.
- cites [29] Ferrari A Vincent-Salomon A Pivot X A whole-genome sequence and transcriptome perspective on HER2-positive breast cancers Nat Commun 2016 7 12222 PMC4947184 27406316 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationChromothripsis and BFB occur in many tumour types, and germline ATM and TP53 variants have been linked to such complex rearrangements in acute lymphoblastic leukaemia and medulloblastoma.
“Chromothripsis and BFB have been reported in numerous tumour types, and intriguingly, germline variants in ATM and TP53 were associated with such complex structural rearrangements in acute lymphoblastic leukaemia [26] and medulloblastoma [27].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [26] Ratnaparkhe M Hlevnjak M Kolb T Genomic profiling of acute lymphoblastic leukemia in ataxia telangiectasia patients reveals tight link between ATM mutations and chromothripsis Leukemia 2017 31 10 2048 2056 28196983 source
Not checked in the free run.
- cites [27] Rausch T Jones DT Zapatka M Genome sequencing of pediatric medulloblastoma links catastrophic DNA rearrangements with TP53 mutations Cell 2012 148 1–2 59 71 22265402 PMC3332216 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMore than 60% of breast cancers in germline TP53 carriers are ERBB2/HER2 amplified, and complex structural rearrangements are suggested to drive amplification in such cancers.
“Interestingly, >60% of BC in germline TP53 carriers are ERBB2/HER2 amplified [30] and complex structural rearrangements are suggested to drive amplification in such cancers [29].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [30] Wilson JR Bateman AC Hanson H A novel HER2-positive breast cancer phenotype arising from germline TP53 mutations J Med Genet 2010 47 11 771 774 20805372 source
Not checked in the free run.
- cites [29] Ferrari A Vincent-Salomon A Pivot X A whole-genome sequence and transcriptome perspective on HER2-positive breast cancers Nat Commun 2016 7 12222 PMC4947184 27406316 source
Not checked in the free run.
May combine two claims.
InterpretationcitationThe complex rearrangements were associated with oncogene amplification and showed evidence of BFB and chromothripsis as a potential tumorigenesis mechanism.
“The complex rearrangements were associated with amplification of various oncogenes and showed evidence of BFB and chromothripsis as a potential mechanism driving tumorigenesis [18].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [18] Glodzik D Purdie C Rye IH Mutational mechanisms of amplifications revealed by analysis of clustered rearrangements in breast cancers Ann Oncol 2018 PMC6290883 30252041 source
Not checked in the free run.
May combine two claims.
Interpretationown dataMatched germline/tumour WGS can improve identification of the underlying genetic cause over BRCA1 and BRCA2 germline screening alone and likely improves clinical management of individuals and potentially families.
“In summary, matched germline/tumour WGS can improve the identification of the underlying genetic cause of disease over BRCA1 and BRCA2 germline screening alone and that this will likely improve the clinical management of individuals and potentially their families.”
Quote in the paperSubstantial claim- Rests on an assumption: Whole-genome sequencing detects a broad repertoire of somatic and/or germline alterations in an unbiased manner.
May combine two claims.
Interpretationown dataWGS gives the most robust assessment of BRCA deficiency and can identify oncogenic drivers in BRCA-proficient tumours, which may improve selection of targeted therapies.
“Furthermore, WGS yields the most robust assessment of BRCA-deficiency and can also identify oncogenic drivers in BRCA-proficient tumours, which collectively may enhance the selection of targeted therapies for patients.”
Quote in the paperSubstantial claim- Rests on an assumption: Whole-genome sequencing detects a broad repertoire of somatic and/or germline alterations in an unbiased manner.
May combine two claims.
Interpretationown dataThese cases were predicted to be good candidates for platinum-based chemotherapy or PARP inhibitors, including 12 tumours that would not otherwise meet this recommendation (grade 2, ER/PR-positive, or invasive lobular carcinoma).
“These cases would be predicted to be good candidates for platinum-based chemotherapy or PARPi, and included 12 tumours that would not otherwise fall into this recommendation of treatment (i.e. histological grade-2, ER/PR-positive [31], or invasive lobular carcinoma).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [31] Lips EH Debipersad RD Scheerman CE BRCA1-mutated estrogen receptor-positive breast cancer shows BRCAness, suggesting sensitivity to drugs targeting homologous recombination deficiency Clin Cancer Res 2017 23 5 1236 1241 27620280 source
Not checked in the free run.
The paper relies on this without support.
For most families with familial breast cancer, the underlying genetic contribution to cancer risk is unknown.
“Pathogenic variants in BRCA1, BRCA2 or other moderate to highly penetrant susceptibility genes (e.g. TP53, ATM, CHEK2, PALB2 and PTEN) account for <50% of familial BC and thus for the majority of families the underlying genetic contribution to their cancer risk remains unknown.”
The paper relies on this without support.
Whole-genome sequencing detects a broad repertoire of somatic and/or germline alterations in an unbiased manner.
“WGS detects a broad repertoire of somatic and/or germline alterations in an unbiased manner.”
The paper relies on this without support.
Most familial breast cancers are non-BRCA1/2, involving germline variants in other moderate- to highly penetrant genes or an unknown genetic cause.
“Most familial BC fall under the umbrella term of non-BRCA1/2, involving germline variants in other moderate- to highly penetrant genes, or where the underlying genetic cause is unknown.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
RAD51C and PALB2 inactivation result in BRCA2-type HRD.
“with RAD51C and PALB2 inactivation resulting in BRCA2-type HRD.”
From Pan-cancer landscape of homologous recombination deficiency. (2020) · cites this paper as [11]
The Results section on ‘BRCA2-like’ mutational signatures reports a PALB2-inactivated tumour with a BRCA2-like signature, and the Discussion describes strong evidence of homologous-recombination deficiency in that tumour. Our copy does not report RAD51C inactivation producing BRCA2-type HRD, so the RAD51C part is unsupported. Page numbers are not available in the indexed passages. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Cites
Signatures of mutational processes in human cancer
Initiative, A. P. C. G., Alexandrov, L. B., ICGC Breast Cancer Consortium, ICGC MMML-Seq Consortium, PedBrain, I., Nik-Zainal, S., Wedge, D. C., Aparicio, S. A. J. R., Behjati, S., Biankin, A. V., et al. (2013) · Nature · doi:10.1038/nature12477 · Cited by 9,660 · cited 2× · see citing works
“Five substitution and five rearrangement signatures [8, 9] were identified (Figure 2; supplementary Figure S3, available at Annals of Oncology online).”
BackgroundSelf-citationWhole genomes redefine the mutational landscape of pancreatic cancer
Initiative, A. P. C. G., Waddell, N., Pajic, M., Patch, A.-M., Chang, D. K., Kassahn, K. S., Bailey, P., Johns, A. L., Miller, D., Nones, K., et al. (2015) · Nature · doi:10.1038/nature14169 · Cited by 2,642 · cited 2× · see citing works
“The tumour was ‘BRCA2-like’ with a high burden of substitution signature 3 and rearrangement signature 5 supporting previous studies linking loss of PALB2 function with BRCAdeficient signatures [7, 10, 13].”
BackgroundSelf-citationMassive genomic rearrangement acquired in a single catastrophic event during cancer development
Stephens, P. J., Greenman, C. D., Fu, B., Yang, F., Bignell, G. R., Mudie, L. J., Pleasance, E. D., Lau, K. W., Beare, D., Stebbings, L. A., et al. (2011) · Cell · doi:10.1016/j.cell.2010.11.055 · Cited by 2,414 · cited 1× · see citing works
“Whilst these patterns of rearrangements have been reported in BC [28, 29], they have not been associated with a germline predisposition.”
Self-citationLandscape of somatic mutations in 560 breast cancer whole-genome sequences
Nik-Zainal, S., Davies, H., Staaf, J., Ramakrishna, M., Glodzik, D., Zou, X., Martincorena, I., Alexandrov, L. B., Martin, S., Wedge, D. C., et al. (2016) · Nature · doi:10.1038/nature17676 · Cited by 2,218 · cited 9× · see citing works
“In BC, 12 substitution and 6 structural rearrangement signatures were identified [9].”
InfluentialSelf-citationDNA breaks and chromosome pulverization from errors in mitosis
Crasta, K., Ganem, N. J., Dagher, R., Lantermann, A. B., Ivanova, E. V., Pan, Y., Nezi, L., Protopopov, A., Chowdhury, D., & Pellman, D. (2012) · Nature · doi:10.1038/nature10802 · Cited by 1,227 · cited 1× · see citing works
“We observed that ‘non-BRCA1/2-like’ tumours had shorter telomeres than BRCAdeficient tumours (supplementary Figure S11, available at Annals of Oncology online) raising the possibility that dicentric chromosome formation due to telomeric erosion could lead to BFB and/ or chromothripsis [17, 18].”
BackgroundHRDetect is a predictor of BRCA1 and BRCA2 deficiency based on mutational signatures
Davies, H., Glodzik, D., Morganella, S., Yates, L. R., Staaf, J., Zou, X., Ramakrishna, M., Martin, S., Boyault, S., Sieuwerts, A. M., et al. (2017) · Nature Medicine · doi:10.1038/nm.4292 · Cited by 1,086 · cited 7× · see citing works
“We confirm the utility of WGS and HRDetect [7] to enhance the stratification of tumours as being BRCA-proficient versus deficient compared with individual genomic parameters (e.g. HRD score and substitution signature 3).”
InfluentialSelf-citationWhole-genome landscape of pancreatic neuroendocrine tumours
Initiative, A. P. C. G., Scarpa, A., Chang, D. K., Nones, K., Corbo, V., Patch, A.-M., Bailey, P., Lawlor, R. T., Johns, A. L., Miller, D. K., et al. (2017) · Nature · doi:10.1038/nature21063 · Cited by 999 · cited 6× · see citing works
“Some somatic mutational signatures are strongly linked to pathogenic germline variants in risk genes that play functional roles in DNA repair; for instance, homologous recombination (HR; BRCA1, BRCA2), mismatch repair (MLH1, MSH2, MSH6) or base excision repair (MUTYH) [7–9 , 11].”
InfluentialSelf-citationRausch, T., Jones, D. T. W., Zapatka, M., Stütz, A. M., Zichner, T., Weischenfeldt, J., Jäger, N., Remke, M., Shih, D., Northcott, P. A., et al. (2012) · Cell · doi:10.1016/j.cell.2011.12.013 · Cited by 865 · cited 1× · see citing works
“Chromothripsis and BFB have been reported in numerous tumour types, and intriguingly, germline variants in ATM and TP53 were associated with such complex structural rearrangements in acute lymphoblastic leukaemia [26] and medulloblastoma [27].”
BackgroundRevisiting Li-Fraumeni Syndrome From <i>TP53</i> Mutation Carriers
Bougeard, G., Renaux-Petel, M., Flaman, J.-M., Charbonnier, C., Fermey, P., Belotti, M., Gauthier-Villars, M., Stoppa-Lyonnet, D., Consolino, E., Brugières, L., et al. (2015) · Journal of Clinical Oncology · doi:10.1200/jco.2014.59.5728 · Cited by 760 · cited 8× · see citing works
“WGS provided evidence regarding the drivers of tumorigenesis in many cases, including germline carriers of variants in BRCA2 (VUS), PALB2, CHEK2, ATM and TP53; BRCA1 promoter methylation, APOBEC mutagenesis and oncogene amplification.”
InfluentialAssociations Between Cancer Predisposition Testing Panel Genes and Breast Cancer
Couch, F. J., Shimelis, H., Hu, C., Hart, S. N., Polley, E. C., Na, J., Hallberg, E., Moore, R. M., Thomas, A., Lilyquist, J., et al. (2017) · JAMA Oncology · doi:10.1001/jamaoncol.2017.0424 · Cited by 609 · cited 5× · see citing works
“WGS provided evidence regarding the drivers of tumorigenesis in many cases, including germline carriers of variants in BRCA2 (VUS), PALB2, CHEK2, ATM and TP53; BRCA1 promoter methylation, APOBEC mutagenesis and oncogene amplification.”
InfluentialTherapeutic opportunities within the DNA damage response
Pearl, L. H., Schierz, A. C., Ward, S. E., Al-Lazikani, B., & Pearl, F. M. G. (2015) · Nature Reviews Cancer · doi:10.1038/nrc3891 · Cited by 587 · cited 2× · see citing works
“No evidence of biallelic inactivation in 52 HR-related genes [12] were identified in this case (supplementary Tables S3–S6, available at Annals of Oncology online).”
BackgroundPolak, P., Kim, J., Braunstein, L. Z., Karlic, R., Haradhavala, N. J., Tiao, G., Rosebrock, D., Livitz, D., Kübler, K., Mouw, K. W., et al. (2017) · Nature Genetics · doi:10.1038/ng.3934 · Cited by 531 · cited 3× · see citing works
“The tumour was ‘BRCA2-like’ with a high burden of substitution signature 3 and rearrangement signature 5 supporting previous studies linking loss of PALB2 function with BRCAdeficient signatures [7, 10, 13].”
BackgroundWatkins, J. A., Irshad, S., Grigoriadis, A., & Tutt, A. N. (2014) · Breast Cancer Research · doi:10.1186/bcr3670 · Cited by 327 · cited 2× · see citing works
“Germline testing is also impacting therapy, since carriers of germline pathogenic BRCA1/2 variants derive enhanced benefit from platinum-based chemotherapy or poly(ADP-ribose) polymerase inhibitors (PARPi) [2–7].”
Marquard, A. M., Eklund, A. C., Joshi, T., Krzystanek, M., Favero, F., Wang, Z. C., Richardson, A. L., Silver, D. P., Szállási, Z., & Birkbak, N. J. (2015) · Biomarker Research · doi:10.1186/s40364-015-0033-4 · Cited by 306 · cited 1× · see citing works
“(A) Hierarchical clustering of the somatic genomic characteristics was based on the percentage contribution of each mutational signature per tumour (see colour coding at bottom), the ratio of insertion to deletions, and the HRD index [3, 4] using the Euclidean method for dissimilarity matrix and Ward.”
MethodBRCA locus-specific loss of heterozygosity in germline BRCA1 and BRCA2 carriers
Maxwell, K. N., Wubbenhorst, B., Wenz, B. M., De Sloover, D., Pluta, J., Emery, L., Barrett, A., Kraya, A. A., Anastopoulos, I. N., Yu, S., et al. (2017) · Nature Communications · doi:10.1038/s41467-017-00388-9 · Cited by 296 · cited 1× · see citing works
“In contrast to a recent report, only two tumours (2/22, 9% versus 46% [5]) from BRCA2 carriers did not exhibit biallelic inactivation of the gene; one tumour was BRCA-deficient due to the biallelic inactivation of BRCA1, whereas the other was BRCA-proficient, and hence this latter patient would be unlikely to benefit…”
ResultNik-Zainal, S., Wedge, D. C., Alexandrov, L. B., Petljak, M., Butler, A. P., Bolli, N., Davies, H. R., Knappskog, S., Martin, S., Papaemmanuil, E., et al. (2014) · Nature Genetics · doi:10.1038/ng.2955 · Cited by 277 · cited 1× · see citing works
“Case FBC070169 had a strong APOBEC substitution signature accounting for 94% of the somatic mutations, yet there was no evidence of the APOBEC3A or APOBEC3B germline variants previously associated with this signature [15, 16].”
Self-citationPan-cancer analysis of bi-allelic alterations in homologous recombination DNA repair genes
Riaz, N., Blecua, P., Lim, R. S., Shen, R., Higginson, D. S., Weinhold, N., Norton, L., Weigelt, B., Powell, S. N., & Reis-Filho, J. S. (2017) · Nature Communications · doi:10.1038/s41467-017-00921-w · Cited by 246 · see citing works
Characterization of ATM gene mutations in 66 ataxia telangiectasia families
Sandoval, N. (1999) · Human Molecular Genetics · doi:10.1093/hmg/8.1.69 · Cited by 226 · cited 6× · see citing works
“WGS provided evidence regarding the drivers of tumorigenesis in many cases, including germline carriers of variants in BRCA2 (VUS), PALB2, CHEK2, ATM and TP53; BRCA1 promoter methylation, APOBEC mutagenesis and oncogene amplification.”
InfluentialLakhani, S. R., Gusterson, B. A., Jacquemier, J. D., Sloane, J. P., Anderson, T. J., van de Vijver, M. J., Venter, D. J., Freeman, A., Antoniou, A., McGuffog, L., et al. (2000) · PubMed · Cited by 222 · see citing works
Self-citationMiddlebrooks, C. D., Banday, A. R., Matsuda, K., Udquim, K.-I., Onabajo, O. O., Paquin, A., Figueroa, J. D., Zhu, B., Koutros, S., Kubo, M., et al. (2016) · Nature Genetics · doi:10.1038/ng.3670 · Cited by 185 · see citing works
Schmidt, M. K., Hogervorst, F., van Hien, R., Cornelissen, S., Broeks, A., Adank, M. A., Meijers, H., Waisfisz, Q., Hollestelle, A., Schutte, M., et al. (2016) · Journal of Clinical Oncology · doi:10.1200/jco.2016.66.5844 · Cited by 173 · cited 6× · see citing works
“WGS provided evidence regarding the drivers of tumorigenesis in many cases, including germline carriers of variants in BRCA2 (VUS), PALB2, CHEK2, ATM and TP53; BRCA1 promoter methylation, APOBEC mutagenesis and oncogene amplification.”
BackgroundInfluentialSelf-citationA whole-genome sequence and transcriptome perspective on HER2-positive breast cancers
Ferrari, A., Vincent-Salomon, A., Pivot, X., Sertier, A.-S., Thomas, E., Tonon, L., Boyault, S., Mulugeta, E., Treilleux, I., MacGrogan, G., et al. (2016) · Nature Communications · doi:10.1038/ncomms12222 · Cited by 150 · cited 2× · see citing works
“Whilst these patterns of rearrangements have been reported in BC [28, 29], they have not been associated with a germline predisposition.”
BackgroundSelf-citationThe landscape of somatic genetic alterations in breast cancers from ATM germline mutation carriers
Weigelt, B., Bi, R., Kumar, R., Blecua, P., Mandelker, D. L., Geyer, F. C., Pareja, F., James, P. A., kConFab Investigators, Couch, F. J., et al. (2018) · JNCI: Journal of the National Cancer Institute · doi:10.1093/jnci/djy028 · Cited by 128 · cited 1× · see citing works
“Despite the role of TP53, ATM and CHEK2 in DNA-damage signalling and double-strand breaks detection, these tumours do not show evidence of BRCA-deficient signatures, as previously described [9, 13, 19], but instead they harbour highly complex clustered chromosomal rearrangements.”
BackgroundSelf-citationA novel HER2-positive breast cancer phenotype arising from germline TP53 mutations: Table 1
Wilson, J. R. F., Bateman, A. C., Hanson, H., An, Q., Evans, G., Rahman, N., Jones, J. L., & Eccles, D. M. (2010) · Journal of Medical Genetics · doi:10.1136/jmg.2010.078113 · Cited by 122 · cited 1× · see citing works
“Interestingly, >60% of BC in germline TP53 carriers are ERBB2/HER2 amplified [30] and complex structural rearrangements are suggested to drive amplification in such cancers [29].”
BackgroundTelli, M. L., Hellyer, J. A., Audeh, W., et al. (2017) · Breast Cancer Research and Treatment · doi:10.1007/s10549-017-4624-7 · Cited by 119 · cited 1× · see citing works
“(A) Hierarchical clustering of the somatic genomic characteristics was based on the percentage contribution of each mutational signature per tumour (see colour coding at bottom), the ratio of insertion to deletions, and the HRD index [3, 4] using the Euclidean method for dissimilarity matrix and Ward.”
MethodSubtypes of familial breast tumours revealed by expression and copy number profiling
kConFab Investigators, Waddell, N., Arnold, J., Cocciardi, S., da Silva, L., Marsh, A., Riley, J., Johnstone, C. N., Orloff, M., Assie, G., et al. (2010) · Breast Cancer Research and Treatment · doi:10.1007/s10549-009-0653-1 · Cited by 99 · cited 1× · see citing works
“Non-BRCA1/2 tumours exhibit considerable morphological [21], molecular [22] and genomic heterogeneity.”
BackgroundSelf-citationEMBRACE, Rebbeck, T. R., HEBON, Friebel, T. M., Mitra, N., Wan, F., Chen, S., Andrulis, I. L., Apostolou, P., Arnold, N., et al. (2016) · Breast Cancer Research · doi:10.1186/s13058-016-0768-3 · Cited by 71 · cited 1× · see citing works
“3%, 93/32,295 cases) and carriers are more likely to be diagnosed with BC than BRCA1 or BRCA2 only carriers [20].”
BackgroundRatnaparkhe, M., Hlevnjak, M., Kolb, T., Jauch, A., Maass, K. K., Devens, F., Rode, A., Hovestadt, V, Korshunov, A., Pastorczak, A., et al. (2017) · Leukemia · doi:10.1038/leu.2017.55 · Cited by 63 · cited 1× · see citing works
“Chromothripsis and BFB have been reported in numerous tumour types, and intriguingly, germline variants in ATM and TP53 were associated with such complex structural rearrangements in acute lymphoblastic leukaemia [26] and medulloblastoma [27].”
BackgroundGłodzik, D., Purdie, C., Rye, I. H., Simpson, P. T., Staaf, J., Span, P. N., Russnes, H. G., & Nik-Zainal, S. (2018) · Annals of Oncology · doi:10.1093/annonc/mdy404 · Cited by 45 · cited 2× · see citing works
“We observed that ‘non-BRCA1/2-like’ tumours had shorter telomeres than BRCAdeficient tumours (supplementary Figure S11, available at Annals of Oncology online) raising the possibility that dicentric chromosome formation due to telomeric erosion could lead to BFB and/ or chromothripsis [17, 18].”
BackgroundSelf-citationWhiley, P. J., Parsons, M. T., Leary, J., Tucker, K., Warwick, L., Dopita, B., Thorne, H., Lakhani, S. R., Goldgar, D. E., Brown, M. A., et al. (2014) · PLoS ONE · doi:10.1371/journal.pone.0086836 · Cited by 25 · cited 2× · see citing works
“The variant is in a highly conserved amino acid and is predicted to create a de novo donor splice-site in exon 17, although no experimental evidence supported this [14].”
BackgroundSelf-citationLips, E. H., Debipersad, R. D., Scheerman, C. E., Mulder, L., Sonke, G. S., van der Kolk, L. E., Wesseling, J., Hogervorst, F. B. L., & Nederlof, P. M. (2017) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-16-0198 · Cited by 22 · cited 5× · see citing works
“These cases would be predicted to be good candidates for platinum-based chemotherapy or PARPi, and included 12 tumours that would not otherwise fall into this recommendation of treatment (i.e. histological grade-2, ER/PR-positive [31], or invasive lobular carcinoma).”
Influential
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1 of the 32 references couldn’t be matched to a known paper.
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Pan-cancer landscape of homologous recombination deficiency.
Nguyen, L., W. M. Martens, J., Van Hoeck, A., & Cuppen, E. (2020) · Nature communications · doi:10.1038/s41467-020-19406-4 · Cited by 532 · see citing works
Mutational signatures: emerging concepts, caveats and clinical applications
Koh, C. C., Degasperi, A., Zou, X., Momen, S., & Nik‐Zainal, S. (2021) · Nature reviews. Cancer · doi:10.1038/s41568-021-00377-7 · Cited by 276 · see citing works
Self-citationNadeu, F., Martin‐García, D., Clot, G., Díaz‐Navarro, A., Duran‐Ferrer, M., Navarro, A., Vilarrasa‐Blasi, R., Kulis, M., Royo, R., Gutiérrez‐Abril, J., et al. (2020) · Blood · doi:10.1182/blood.2020005289 · Cited by 211 · see citing works
Breast Cancer: A Molecularly Heterogenous Disease Needing Subtype-Specific Treatments
Testa, U., Castelli, G., & Pelosi, E. (2020) · Medical Sciences · doi:10.3390/medsci8010018 · Cited by 226 · see citing works
Tumour predisposition and cancer syndromes as models to study gene–environment interactions
Carbone, M., Arron, S. T., Beutler, B., Bononi, A., Cavenee, W. K., Cleaver, J. E., Croce, C. M., D’Andrea, A. D., Foulkes, W. D., Gaudino, G., et al. (2020) · Nature reviews. Cancer · doi:10.1038/s41568-020-0265-y · Cited by 195 · see citing works
Zhang, C., Zheng, Y., Li, X., Hu, X., Qi, F., & Luo, J. (2019) · Annals of Translational Medicine · doi:10.21037/atm.2019.08.113 · Cited by 95 · see citing works
“Gene mutat ions are ubiquitous in a variety of malignancies and constitute the molecular biological basis of malignant tumor heterogeneity (26-28).”
BackgroundInternational consensus statement on microbiome testing in clinical practice
Porcari, S., Mullish, B. H., Asnicar, F., Ng, S. C., Zhao, L., Hansen, R., O’Toole, P. W., Raes, J., Hold, G. L., Putignani, L., et al. (2024) · The Lancet. Gastroenterology & hepatology · doi:10.1016/s2468-1253(24)00311-x · Cited by 119 · see citing works
Clinical utility of whole-genome sequencing in precision oncology
Rosenquist, R., Cuppen, E. P. J. G., Buettner, R., Caldas, C., Dreau, H. M.-P., Elemento, O., Frederix, G., Grimmond, S. M., Haferlach, T., Jobanputra, V., et al. (2021) · Seminars in Cancer Biology · doi:10.1016/j.semcancer.2021.06.018 · Cited by 70 · see citing works
Tischkowitz, M. D., Balmañà, J., Foulkes, W. D., James, P. A., Ngeow, J. Y. Y., Schmutzler, R. K., Voian, N. C., Wick, M. J., Stewart, D. R., & Pal, T. (2021) · Genetics in Medicine · doi:10.1038/s41436-021-01151-8 · Cited by 79 · see citing works
Hereditary breast cancer: syndromes, tumour pathology and molecular testing
Sokolova, A., Johnstone, K. J., Reed, A. E. M., Simpson, P. T., & Lakhani, S. R. (2022) · Histopathology · doi:10.1111/his.14808 · Cited by 86 · see citing works
“somatic methylation of BRCA1 promoter), somatic mutational dysregulation of associated genes or, indeed, occurring through no obvious cause.(192) There is emerging evidence that this expanded patient cohort may also benefit from PARP inhibitor therapy.”
BackgroundSelf-citationEvolving Significance of Tumor-Normal Sequencing in Cancer Care
Mandelker, D. L., & Ceyhan‐Birsoy, O. (2019) · Trends in cancer · doi:10.1016/j.trecan.2019.11.006 · Cited by 67 · see citing works
“Selective pressure for biallelic inactivation of tumor-suppressor genes in tumorigenesis has been repeatedly demonstrated across several cancer types [8, 9, 24, 25].”
High-throughput functional evaluation of BRCA2 variants of unknown significance
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Self-citationUsing whole-genome sequencing data to derive the homologous recombination deficiency scores
Luca, X. M. D., Newell, F., Kazakoff, S. H., Härtel, G., Reed, A. E. M., Holmes, O., Xu, Q., Wood, S., Leonard, C., Pearson, J. V., et al. (2020) · npj Breast Cancer · doi:10.1038/s41523-020-0172-0 · Cited by 32 · see citing works
“The WGS data have been deposited in the European Genome-phenome Archive (EGA) repository under the accession code EGAS0000100330 31 .”
Self-citationMUTYH-associated tumor syndrome: The other face of MAP
Magrin, L., Fanale, D., Brando, C., Corsini, L. R., Randazzo, U., Piazza, M. D., Gurrera, V., Pedone, E., Russo, T. D. B., Vieni, S., et al. (2022) · Oncogene · doi:10.1038/s41388-022-02304-y · Cited by 36 · see citing works
Patient-derived xenograft models capture genomic heterogeneity in endometrial cancer
Bonazzi, V., Kondrashova, O., Smith, D. S., Nones, K., Sengal, A. T., Ju, R. J., Packer, L., Koufariotis, L. T., Kazakoff, S. H., Davidson, A. L., et al. (2022) · Genome Medicine · doi:10.1186/s13073-021-00990-z · Cited by 35 · see citing works
“By performing HRD scarring and mutational signature assessment, commonly used for classifying HRD-ness in ovarian and breast cancers [56], we determined that our EC models were all likely HR-proficient.”
MethodSelf-citationApplications of Next Generation Sequencing to the Analysis of Familial Breast/Ovarian Cancer
Zelli, V., Compagnoni, C., Cannita, K., Capelli, R., Capalbo, C., Nolfi, M. D. V., Alesse, E., Zazzeroni, F., & Tessitore, A. (2020) · Microarrays · doi:10.3390/ht9010001 · Cited by 37 · see citing works
“, 2019 [58] WGS (germline and tumor) Australia 78 matched germline and tumour samples from individuals with and without mutations in BRCA1/2 BRCA1/2, PALB2, MUTYH, TP53, ATM, CHEK2”
BackgroundMUTYH as an Emerging Predictive Biomarker in Ovarian Cancer
Hutchcraft, M. L., Gallion, H. H., & Kolesar, J. (2021) · Diagnostics · doi:10.3390/diagnostics11010084 · Cited by 32 · see citing works
“This combination of germline and somatic events was demonstrated by Thibodeau and colleagues (2019) and by Nones and colleagues (2019) in breast cancer patients [40,41].”
BackgroundPan-cancer landscape of homologous recombination deficiencyPreprint
Nguyen, L., Martens, J. W. M., van Hoeck, A., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.01.13.905026 · Cited by 31 · see citing works
The Genomic Landscape of Lobular Breast Cancer
Reed, A. E. M., Foong, S., Kutasovic, J. R., Nones, K., Waddell, N., Lakhani, S. R., & Simpson, P. T. (2021) · Cancers · doi:10.3390/cancers13081950 · Cited by 27 · see citing works
“Samples were amassed for meta-analysis from a number of independent studies: TCGA (n = 215 exomes, n = 4 WGS) [9]; METABRIC (n = 192) [10,11]; EURO (n = 413) [12]; RATHER (n = 79) [13]; Familial Breast Cancer (n = 5) [30]; and ICGC 560 (n = 38) [29].”
BackgroundMethodInfluentialSelf-citationRamarao-Milne, P., Kondrashova, O., Patch, A., Nones, K., Koufariotis, L. T., Newell, F., Addala, V., Lakis, V., Holmes, O., Leonard, C., et al. (2022) · ESMO Open · doi:10.1016/j.esmoop.2022.100540 · Cited by 28 · see citing works
Self-citationBig data-driven precision medicine: Starting the custom-made era of iatrology
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“In gBRCA1 mutants, mutation of non-HR-related genes also increased, probably due to its tendency toward more frequent structural rearrangements than gBRCA2 [61].”
BackgroundMorphologic and Genomic Heterogeneity in the Evolution and Progression of Breast Cancer
Kutasovic, J. R., Reed, A. E. M., Sokolova, A., Lakhani, S. R., & Simpson, P. T. (2020) · Cancers · doi:10.3390/cancers12040848 · Cited by 23 · see citing works
Self-citationPal, T., Schon, K. R., Astiazarán-Symonds, E., Balmañà, J., Foulkes, W. D., James, P. A., Klugman, S. D., Livinski, A. A., Mak, J. S., Ngeow, J. Y. Y., et al. (2024) · Genetics in Medicine · doi:10.1016/j.gim.2024.101243 · Cited by 21 · see citing works
KMT2C-deficient tumors have elevated APOBEC mutagenesis and genomic instability in multiple cancers
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“The factors influencing the incidence of breast cancer are very complex, mainly including age of menopause, familial inheritance, diet, obesity, and excessive intake of exogenous estrogen.(1,2) At present, surgery is used as a main treatment method for breast cancer, with some combined treatment modes, such as chemora…”
BackgroundWang, F., Zhang, X., Yang, M., Lin, J., Yue, Y., Li, Y., Wang, X., Shu, Q., & Jin, H. (2021) · Infectious Agents and Cancer · doi:10.1186/s13027-021-00383-2 · Cited by 18 · see citing works
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Distinct Genomic Profiles Are Associated with Treatment Response and Survival in Ovarian Cancer
de Witte, C. J., Kutzera, J., van Hoeck, A., Nguyen, L., Boere, I. A., Jalving, M., Ottevanger, P. B., de Mheen, C. V. S.-V., Stevense, M., Kloosterman, W. P., et al. (2022) · Cancers · doi:10.3390/cancers14061511 · Cited by 12 · see citing works
Precision diagnostics: integration of tissue pathology and genomics in cancer
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Self-citationIdentification of Shared Neoantigens in BRCA1-Related Breast Cancer
Ruangapirom, L., Sutivijit, N., Teerapakpinyo, C., et al. (2022) · Vaccines · doi:10.3390/vaccines10101597 · Cited by 11 · see citing works
“Exclusion criteria were (1) samples with single gene target sequencing, and (2) samples with known germline BRCA1 mutations reported by previous studies [12,34,35] (Supplementary Table S1).”
BackgroundMethodInfluentialValue of the loss of heterozygosity to BRCA1 variant classification
dos Santos, E. S., Spurdle, A., Carraro, D., Briaux, A., Southey, M., Torrezan, G., Petitalot, A., Leman, R., Lafitte, P., Meseure, D., et al. (2022) · npj Breast Cancer · doi:10.1038/s41523-021-00361-2 · Cited by 10 · see citing works
Self-citationMuranen, T., Khan, S., Fagerholm, R., et al. (2020) · npj Breast Cancer · doi:10.1038/s41523-020-00185-6 · Cited by 11 · see citing works
Self-citationComputational Detection of Breast Cancer Invasiveness with DNA Methylation Biomarkers
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“Interestingly, experts hold converse opinion about the MUTYH mutation, saying that some support its pathogenicity (62-65), while some do not (52,66,67).”
BackgroundExploring the Role of the MUTYH Gene in Breast, Ovarian and Endometrial Cancer
Lintas, C., Canalis, B., Azzarà, A., et al. (2024) · Genes · doi:10.3390/genes15050554 · Cited by 9 · see citing works
“Indeed, some authors [19,20] detected LOH of MUTYH due to copy number loss in the tumor of two breast cancer patients who had a first germline MUTYH pathogenetic variant.”
BackgroundRocca, V., Feudo, E. L., Dinatolo, F., et al. (2024) · Current Issues in Molecular Biology · doi:10.3390/cimb46110775 · Cited by 8 · see citing works
Patterson, A., Elbasir, A., Tian, B., & Auslander, N. (2023) · Cancers · doi:10.3390/cancers15071958 · Cited by 8 · see citing works
“Subsequent analysis showed that this tool was able to identify HR repair-deficient patients (HRD) irrespective of their HRD germline, genetic, or epigenetic status [65,66].”
MethodPanigoro, S. S., Listiyaningsih, E., Nurlaila, I., et al. (2021) · Asian Pacific Journal of Cancer Prevention · doi:10.31557/apjcp.2021.22.12.3985 · Cited by 8 · see citing works
“However, on some research related to breast cancer in SNP mutation profiling, mutations of MUTYH and TP53 genes were found with a significant BRCA1/2 mutation frequently (Lin et al., 2016; Rummel et al., 2017; Nones et al., 2019; Ow et al., 2019).”
BackgroundKoh, S., Ohsumi, S., Takahashi, M., et al. (2021) · Breast Cancer · doi:10.1007/s12282-021-01283-4 · Cited by 8 · see citing works
“Mutations in these genes have been recognized before now [33], including in a recent case–control study in Japan showing that BRCA1/2, PALB2, and TP53 are the major hereditary breast cancer genes in unselected patients [5].”
BackgroundXuan, Z., Zhang, Y., Jiang, J., et al. (2021) · Bioengineered · doi:10.1080/21655979.2021.1935406 · Cited by 8 · see citing works
PREDICT validity for prognosis of breast cancer patients with pathogenic BRCA1/2 variants
Muranen, T., Morra, A., Khan, S., et al. (2023) · npj Breast Cancer · doi:10.1038/s41523-023-00546-x · Cited by 7 · see citing works
Self-citationMolecular Basis of Breast Tumor Heterogeneity
Dikoglu, E., & Pareja, F. G. (2025) · Advances in experimental medicine and biology · doi:10.1007/978-3-031-70875-6_13 · Cited by 6 · see citing works
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“Human epidermal growth factor receptor 2 (HER2)–positive and triple-negative breast cancer data used for subgroup analysis were from original publications [33] and the COSMIC website.”
InfluentialA genetic mosaic mouse model illuminates the pre-malignant progression of basal-like breast cancer
Zeng, J., Singh, S., Zhou, X., Jiang, Y., Casarez, E. V., Atkins, K. A., Janes, K. A., & Zong, H. (2023) · Disease Models & Mechanisms · doi:10.1242/dmm.050219 · Cited by 7 · see citing works
“For germline BRCA1 mutation carriers, cancer is often initiated by the sporadic loss of the wild-type BRCA1 allele (Cornelis et al., 1995; Maxwell et al., 2017; Nones et al., 2019).”
Genomic Landscape of Normal and Breast Cancer Tissues in a Hungarian Pilot Cohort
Pipek, O., Alpár, D., Rusz, O., et al. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms24108553 · Cited by 6 · see citing works
“Pathogenic variants detected in other breast cancer susceptibility genes, such as ATM, CHEK2, PALB2, RAD51, and BARD, may also explain a proportion of the genetic risk [11,12].”
BackgroundCancer carrier screening in the general population using whole‐genome sequencing
Chang, Y., Chao, D., Chung, C., Chou, Y., Chang, C., Lin, C., Chu, H., Chen, H.-D., Liu, T., Juan, Y., et al. (2022) · Cancer Medicine · doi:10.1002/cam4.5034 · Cited by 6 · see citing works
Pham, A. T., Yuan, F., Nagathihalli, N. S., & Dosch, A. R. (2026) · Neoplasia · doi:10.1016/j.neo.2026.101309 · Cited by 5 · see citing works
Keske, A., Weisman, P. S., Ospina‐Romero, M., et al. (2023) · Breast Cancer Research and Treatment · doi:10.1007/s10549-023-07173-x · Cited by 5 · see citing works
Turner, N. C., Laird, A., Telli, M. L., et al. (2023) · npj Breast Cancer · doi:10.1038/s41523-023-00561-y · Cited by 5 · see citing works
“…suggesting that the inactivation or deletion of a single BRCA1/2 allele, resulting in haploinsuf fi ciency, can be enough to promote tumorigenesis 16,17 , patients with g BRCA1/2 mut tumors frequently exhibit tumoral loss of non-mutated (wildtype) allele at the BRCA1 or BRCA2 locus, known as…”
Fielding, D. I., Dalley, A. J., Singh, M., Nandakumar, L., Lakis, V., Chittoory, H., Fairbairn, D. J., Ferguson, K., Bashirzadeh, F., Bint, M., et al. (2023) · Lung · doi:10.1007/s00408-023-00631-9 · Cited by 5 · see citing works
Self-citationAndersen, L. V. B., Larsen, M. J., Davies, H. R., Degasperi, A., Nielsen, H. R., Jensen, L. A., Kroeldrup, L., Gerdes, A., Lænkholm, A., Kruse, T. A., et al. (2023) · Breast Cancer Research · doi:10.1186/s13058-023-01655-y · Cited by 5 · see citing works
“[10] has applied WGS to characterise familial breast cancer.”
BackgroundSelf-citationLes cancers héréditaires du sein vus par le pathologiste
Vincent‐Salomon, A., Bataillon, G., & Djerroudi, L. (2020) · Annales de Pathologie · doi:10.1016/j.annpat.2020.02.023 · Cited by 4 · see citing works
Subramanian, D., Zethoven, M., Pishas, K. I., Marinović, E. R., McInerny, S., Rowley, S. M., Allan, P. E., Devereux, L., Cheasley, D. A., James, P. A., et al. (2025) · npj Genomic Medicine · doi:10.1038/s41525-024-00447-3 · Cited by 3 · see citing works
“Integration of somatic genetic data with germline data can impartpowerfulinsightsintocandidategenesandvariants,providingeither supportiveorinvalidatingevidencefortheirroleintumourigenesis,as shownpreviouslybyusandothersforbreasttumours 16 – 24 .”
Germline whole genome sequencing in adults with multiple primary tumors
Wang, Y., Ding, Q., Prokopec, S. D., et al. (2023) · Familial Cancer · doi:10.1007/s10689-023-00343-2 · Cited by 3 · see citing works
“In a nationwide Danish cancer WGS study applying an agnostic genome analysis approach, pathogenic or likely pathogenic variants were found in 14.6% (29/198) of cancer patients, with all positive findings in established CPGs ( CDC73, DDX41, LZTR1, NF1, RB1, TP53, TSC2, APC, ATM, BARD1, BRCA2, CHEK2 , and MUTYH ) [21].”
BackgroundInfluentialSomatic variants of potential clinical significance in the tumors of BRCA phenocopies
Buckingham, L. E., Mitchell, R. L., Maienschein‐Cline, M., Green, S. J., Hu, V. H., Cobleigh, M., Rotmensch, J., Burgess, K. R., & Usha, L. (2019) · Hereditary Cancer in Clinical Practice · doi:10.1186/s13053-019-0117-5 · Cited by 3 · see citing works
Fortuño, C., Zhang, J., Koufariotis, L. T., Hollway, G. E., Wood, S., Pearson, J. V., Simpson, P. T., Lakhani, S. R., Reed, A. E. M., Thorne, H., et al. (2026) · EBioMedicine · doi:10.1016/j.ebiom.2026.106199 · Cited by 2 · see citing works
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Self-citationLiebers, M. R. (2020) · Royal Society of Chemistry eBooks · doi:10.1039/9781788019958-00345 · Cited by 2 · see citing works
Journey’s end: the quest for BRCA-like hereditary breast cancer genes is nearly over
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“A provisional answer to these questions has been provided by Nones et al. in the current issue of Annals of Oncology [9].”
BackgroundInfluentialHoda, R. S., & Krings, G. (2025) · Human Pathology · doi:10.1016/j.humpath.2025.105826 · Cited by 1 · see citing works
A genetic mosaic mouse model illuminates the pre-malignant progression of basal-like breast cancerPreprint
Zeng, J., Singh, S., Jiang, Y., et al. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.04.25.538333 · Cited by 1 · see citing works
KMT2C deficiency promotes APOBEC mutagenesis and genomic instability in multiple cancersPreprint
Hu, X., Biswas, A., & De, S. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.02.04.478993 · Cited by 1 · see citing works
“We also obtained the catalog of somatic structural variations from these ICGC cancer cohorts as well as breast cancer cohort (BRCA-onco) derived from Nones et al.[43].”
MethodFuture Role of Molecular Profiling in Small Breast Samples and Personalised Medicine
Foong, S., Simpson, P. T., Cummings, M. C., & Lakhani, S. R. (2022) · Springer eBooks · doi:10.1007/978-3-031-05532-4_23 · Cited by 1 · see citing works
Self-citationFriedenson, B. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.11.08.467751 · Cited by 1 · see citing works
Andersen, L. V. B., Larsen, M. J., Davies, H. R., Degasperi, A., Nielsen, H. R., Kroeldrup, L., Gerdes, A., Lænkholm, A., Kruse, T. A., Nik‐Zainal, S., et al. (2021) · Research Square · doi:10.21203/rs.3.rs-827829/v1 · Cited by 1 · see citing works
Self-citationIdentification of shared neoantigens in BRCA1-related breast cancer
Ruangapirom, L. (2021) · doi:10.58837/chula.the.2021.263 · Cited by 1 · see citing works
High-Throughput Functional Evaluation of BRCA2 Variants of Unknown SignificancePreprint
Ikegami, M., Kohsaka, S., Ueno, T., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.01.17.911057 · Cited by 1 · see citing works
Hereditäre Tumorsyndrome – Bedeutung gynäkologischer Tumoren
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“As previously reported in hBC 46,47 , HRD scores correlated with genomic and clinicopathological features (Fig.”
Valenzuela, J. C., Matis, T., Roca, C., Flores, J. L. C., Hamel, N., Rivera, B., Gravel, S., Polak, P. P., Robles‐Espinoza, C. D., & Foulkes, W. D. (2026) · BJC Reports · doi:10.1038/s44276-026-00218-w
“Different high-throughput sequencing methods have advanced our understanding of genetic susceptibility to cancer, including statistical association approaches [4 – 8] and analysis of matched normal/tumour sequencing data [9 – 11].”
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Self-citationTumor analysis of BRCA carriers reveals genomic similarities although separated by time
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The Q-IMPROvE (Queensland-IMplementation of PRecision Oncology in brEast cancer) pilot studyPreprint
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“BRCA1, BRCA2, RAD51C, RAD51D, PALB2 etc) [13].”
Self-citationPREDICT validity for prognosis of breast cancer patients with pathogenic BRCA1/2 variantsPreprint
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Distinct genomic profiles are associated with treatment response and survival in ovarian cancerPreprint
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- Authors
- Nones, K., Johnson, J., Newell, F., Patch, A. M., Thorne, H., Kazakoff, S. H., de Luca, X. M., Parsons, M. T., Ferguson, K., Reid, L. E., McCart Reed, A. E., Srihari, S., Lakis, V., Davidson, A. L., Mukhopadhyay, P., Holmes, O., Xu, Q., Wood, S., Leonard, C., Beesley, J., Harris, J. M., Barnes, D., Degasperi, A., Ragan, M. A., Spurdle, A. B., Khanna, K. K., Lakhani, S. R., Pearson, J. V., Nik-Zainal, S., Chenevix-Trench, G., Waddell, N., & Simpson, P. T.
- Affiliations
- QIMR Berghofer Medical Research Institute (AU)
- The University of Queensland (AU)
- The University of Melbourne (AU)
- Queensland University of Technology (AU)
- University of Cambridge (GB)
- Corresponding author
- Waddell, N.
- Simpson, P.T.
- ORCID
- Nones, K.
- Johnson, J.
- Newell, F.
- Patch, A.M.
- Thorne, H.
- Kazakoff, S.H.
- de Luca, X.M.
- Parsons, M.T.
- Ferguson, K.
- Reid, L.E.
- McCart Reed, A.E.
- Srihari, S.
- Lakis, V.
- Davidson, A.L.
- Mukhopadhyay, P.
- Holmes, O.
- Wood, S.
- Leonard, C.
- Beesley, J.
- Harris, J.M.
- Degasperi, A.
- Ragan, M.A.
- Spurdle, A.B.
- Khanna, K.K.
- Lakhani, S.R.
- Pearson, J.V.
- Nik-Zainal, S.
- Chenevix-Trench, G.
- Waddell, N.
- Simpson, P.T.
- Venue
- Annals of Oncology
- Publisher
- Elsevier BV
- Published
- 2019-07
- Volume
- 30
- Issue
- 7
- Pages
- 1071-1079
- ISSN
- 0923-7534 (ISSN-L)
- PMC
- PMC6637375
- OpenAlex
- W2946104064
- Cited by
- 93
- References
- 32
- Citations by year
- 2026: 9 · 2025: 6 · 2024: 12 · 2023: 14 · 2022: 15 · 2021: 15 · 2020: 17 · 2019: 5
- FWCI
- 7.83
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Annals of Oncology (publishedVersion, cc-by-nc)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- QUT ePrints (Queensland University of Technology) (submittedVersion, cc-by-nc)
- Apollo (University of Cambridge) (submittedVersion)
- Apollo
- Funders
- NHMRC Australia project (APP1080985, APP1028742)
- NHMRC (10.13039/501100000925, APP1017028, APP1113867, APP1139071, APP1061779)
- Australian Government Research Training Program (RTP) Scholarship
- Keith Boden fellowship
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › BRCA gene mutations in cancer
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer Genomics and Diagnostics
- Health Sciences › Medicine › Pathology and Forensic Medicine › Genetic factors in colorectal cancer
- Keywords
- hereditary breast cancer, BRCA1, BRCA2, germline pathogenic variants, somatic mutational signatures, homologous recombination deficiency, biallelic inactivation, BRCA1 promoter methylation, PALB2, oncogene amplification, TP53, ATM, CHEK2, PARP inhibitor therapy, platinum-based chemotherapy, early-onset breast cancer, tumour aetiology
- MeSH terms
- Whole Genome Sequencing, Fanconi Anemia Complementation Group N Protein, Adult, Breast Neoplasms, DNA, Neoplasm, Female, Humans, Middle Aged, Prognosis, Germ-Line Mutation, BRCA1 Protein, Genetic Predisposition to Disease, BRCA2 Protein
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-01.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-01.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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