Evidence map›Paper›PMID 42156386›Full record

ArticleNature communications2026

High-depth whole genome sequencing of premalignant breast lesions reveals rearrangement hotspots and personalized management opportunities.

Lucia Chmelova, Helen R Davies, Andrea Degasperi, Giuseppe Rinaldi, Leon Wils, Daniella Black, Yasin Memari, Gene C C Koh, Scott Shooter, Lennart Mulder and 25 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

35 authors.

Lucia ChmelovaDepartment of Genomic Medicine, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0001-9905-0785
Helen R DaviesDepartment of Genomic Medicine, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0001-6381-3664
Andrea DegasperiDepartment of Genomic Medicine, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0001-6879-0596
Giuseppe RinaldiDepartment of Genomic Medicine, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0002-5650-6049
Leon WilsDivision of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Daniella BlackDepartment of Genomic Medicine, University of Cambridge, Cambridge, UK.
Yasin MemariDepartment of Genomic Medicine, University of Cambridge, Cambridge, UK.
Gene C C KohDepartment of Genomic Medicine, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0002-3840-4954
Scott ShooterDepartment of Genomic Medicine, University of Cambridge, Cambridge, UK.
Lennart MulderDivision of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Petra KristelDivision of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Karoly SzuhaiDepartment of Cell and Chemical Biology, Leiden University Medical Center, Leiden, the Netherlands.ORCID http://orcid.org/0000-0002-1228-4245
Gino PrasadDepartment of Computer Science and Engineering, UC San Diego, La Jolla, CA, US.ORCID http://orcid.org/0000-0003-4590-1278
Ivy Tsz-Lo WongDepartment of Pathology, Stanford University School of Medicine, Stanford, CA, US.ORCID http://orcid.org/0000-0002-9761-3422
Jens LuebeckDepartment of Computer Science and Engineering, UC San Diego, La Jolla, CA, US.ORCID http://orcid.org/0000-0003-4391-979X
Yogesh KumarDepartment of Genomic Medicine, University of Cambridge, Cambridge, UK.
Jan CzarneckiDepartment of Genomic Medicine, University of Cambridge, Cambridge, UK.
Shadi BasyuniDepartment of Genomic Medicine, University of Cambridge, Cambridge, UK.
Zoya KingsburyIllumina Cambridge Ltd., Granta Park, Great Abington, Cambridge, UK.
Mark T RossIllumina Cambridge Ltd., Granta Park, Great Abington, Cambridge, UK.
Øystein GarredDepartment of Pathology, Division of Laboratory Medicine, Oslo University Hospital, Oslo, Norway.
Margit RiisDepartment of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
Karin T LandeDepartment of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
Johan Vallon-ChristerssonDivision of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.ORCID http://orcid.org/0000-0002-2195-0385
Anna EhingerDivision of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.ORCID http://orcid.org/0000-0001-9225-7396
Amit AgrawalDepartment of Surgery, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0002-3144-0493
Stuart A McIntoshJohnston Cancer Research Centre, Queen's University Belfast Faculty of Medicine Health and Life Sciences, Belfast, UK.ORCID http://orcid.org/0000-0002-4123-9611
Vineet BafnaDepartment of Computer Science and Engineering, UC San Diego, La Jolla, CA, US.ORCID http://orcid.org/0000-0002-5810-6241
Paul S MischelDepartment of Pathology, Stanford University School of Medicine, Stanford, CA, US.ORCID http://orcid.org/0000-0002-4560-2211
Grand Challenges PRECISION Consortium
Jelle WesselingDivision of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.ORCID http://orcid.org/0000-0002-8940-2676
Johan StaafDivision of Translational Cancer Research, Department of Laboratory Medicine, Lund University, Lund, Sweden.ORCID http://orcid.org/0000-0001-5254-5115
Therese SørlieDepartment of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
Esther H LipsDivision of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.ORCID http://orcid.org/0000-0003-3488-4935
Serena Nik-ZainalDepartment of Genomic Medicine, University of Cambridge, Cambridge, UK. sn206@cam.ac.uk.ORCID http://orcid.org/0000-0001-5054-1727

Funding

Software and algorithms for elucidating the structure, function, and evolution of extrachromosomal DNAU24CA264379 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI BAFNA, VINEET, MESIROV, JILL P. · 2021 to 2025
$3.5M
Computational methods for detecting patterns of complex genomic variationR01GM114362 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Vineet Bafna · 2016 to 2026
$3.1M
eDyNAmiC - UCSDOT2CA278635 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Vineet Bafna · 2022 to 2026
$1.8M
Breast Cancer Research Foundation (BCRF) BCRF-24-197Cancer Research UK (CRUK) C60100/A23916Cancer Research UK (CRUK) C60100/A25274Cancer Research UK (CRUK) CGCATF-2021/100013DH | National Institute for Health Research (NIHR) NIHR203312DH | National Institute for Health Research (NIHR) NIHR301627NCI NIH HHS OT2 CA278635NCI NIH HHS U24 CA264379NIGMS NIH HHS R01 GM114362
6 · The paper itself

Abstract

Ductal carcinoma in situ is a non-obligate precursor lesion of breast cancer. Often detected by mammography, most cases are managed through surgical and/or radiotherapy approaches. Today, it is not possible to predict which patients will progress to invasive disease. Here, we evaluate high-depth whole-genome sequenced ductal carcinoma in situ, enriched for high-grade clinical lesions, to understand whether deep WGS could reveal biological insights and/or personalized therapeutic vulnerabilities that may be targetable. We find genomic locations that are likely susceptible to producing the initiating lesion for structural variations prone to subsequent evolution, termed SHOREs. We additionally highlight individualized therapeutic potential that would otherwise not be appreciable without whole genome sequencing. We posit that holistic whole genome sequencing profiling could offer a more precise stratification approach, discerning higher-risk cases for prospective clinical studies on personalized therapies, from truly low-risk cases suitable for active monitoring.

Indexed as

Breast NeoplasmsCarcinoma, Intraductal, NoninfiltratingGene RearrangementPrecancerous ConditionsWhole Genome SequencingFemaleHumansPrecision Medicine

Identifiers

PMID42156386
PMCPMC13389004

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.