Evidence map›Paper›PMID 31570822›Full record

ArticleNature medicine2019

Whole-genome sequencing of triple-negative breast cancers in a population-based clinical study.

Johan Staaf, Dominik Glodzik, Ana Bosch, Johan Vallon-Christersson, Christel Reuterswärd, Jari Häkkinen, Andrea Degasperi, Tauanne Dias Amarante, Lao H Saal, Cecilia Hegardt and 11 more

Registry-linked trialAbstract read
In one paragraph

Article in Nature medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02306096 (SCAN-B), which is not on this map. Cited by 180 papers.

0numbers the graph read from it
0cells of the map it votes in
180citing papers in PubMed
13.1field-weighted citation impact, top 1% of its field
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.

NCT02306096 recruitingnot on this map

SCAN-B: The Sweden Cancerome Analysis Network - Breast Initiative

TypeobservationalSponsorLund UniversityRan2010 to 2031Enrolled20,000ConditionsBreast Neoplasms
3 · Its place in the literature

Who cites it

180 citing papers in PubMed, 307 citations in OpenAlex.

  1. Trial
  2. Trial
  3. Trial
  4. Trial
  5. Adjuvant Olaparib for Patients withThe New England journal of medicine · 2021
    Trial
  6. Trial
  7. Review
  8. Article
  9. HRDetect in Tubo-ovarian Carcinoma: Stratification and Therapeutic Implications.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Review
  16. Genes · 2026
    Article
  17. Article
  18. Review
  19. Prevalence ofJCO precision oncology · 2026
    Article
  20. Article

120 more citing papers are in PubMed but not listed here.

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

21 authors at 4 institutions in 4 countries.

Johan Staaf *Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden. johan.staaf@med.lu.se.ORCID http://orcid.org/0000-0001-5254-5115
Dominik Glodzik *Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.ORCID http://orcid.org/0000-0001-8112-9073
Ana BoschDivision of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.
Johan Vallon-ChristerssonDivision of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.ORCID http://orcid.org/0000-0002-2195-0385
Christel ReuterswärdDivision of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.
Jari HäkkinenDivision of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.ORCID http://orcid.org/0000-0002-8466-9179
Andrea DegasperiWellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK.ORCID http://orcid.org/0000-0001-6879-0596
Tauanne Dias AmaranteWellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK.ORCID http://orcid.org/0000-0002-1999-9753
Lao H SaalDivision of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.ORCID http://orcid.org/0000-0002-0815-1896
Cecilia HegardtDivision of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.
Hilary StobartIndependent Cancer Patients' Voice, London, UK.
Anna EhingerDivision of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.ORCID http://orcid.org/0000-0001-9225-7396
Christer LarssonDivision of Translational Cancer Research, Department of Laboratory Medicine, Lund University, Lund, Sweden.
Lisa RydénDivision of Surgery, Department of Clinical Sciences, Lund University, Lund, Sweden.
Niklas LomanDivision of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.
Martin MalmbergDivision of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.
Anders KvistDivision of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.
Hans EhrencronaDepartment of Clinical Genetics and Pathology, Department of Laboratory Medicine, Office for Medical Services, Lund, Sweden.
Helen R DaviesWellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK.
Åke Borg *Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.
Serena Nik-Zainal *Academic Department of Medical Genetics, The Clinical School University of Cambridge, Cambridge Biomedical Research Campus, Cambridge, UK. snz@mrc-cu.cam.ac.uk.
Lund University · SEUniversity of Cambridge · GBMemorial Sloan Kettering Cancer Center · USThe Patients Association · GB

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Hongbiao Carl Lekaye · 1985 to 2026
$347.4M
Cancer Research UK 22932Cancer Research UK 23433Cancer Research UK 23916Cancer Research UK 27815Cancer Research UK A22932Cancer Research UK A23433Cancer Research UK A23916NCI NIH HHS P30 CA008748Wellcome Trust 100183
6 · The paper itself

Abstract

Whole-genome sequencing (WGS) brings comprehensive insights to cancer genome interpretation. To explore the clinical value of WGS, we sequenced 254 triple-negative breast cancers (TNBCs) for which associated treatment and outcome data were collected between 2010 and 2015 via the population-based Sweden Cancerome Analysis Network-Breast (SCAN-B) project (ClinicalTrials.gov ID:NCT02306096). Applying the HRDetect mutational-signature-based algorithm to classify tumors, 59% were predicted to have homologous-recombination-repair deficiency (HRDetect-high): 67% explained by germline/somatic mutations of BRCA1/BRCA2, BRCA1 promoter hypermethylation, RAD51C hypermethylation or biallelic loss of PALB2. A novel mechanism of BRCA1 abrogation was discovered via germline SINE-VNTR-Alu retrotransposition. HRDetect provided independent prognostic information, with HRDetect-high patients having better outcome on adjuvant chemotherapy for invasive disease-free survival (hazard ratio (HR) = 0.42; 95% confidence interval (CI) = 0.2-0.87) and distant relapse-free interval (HR = 0.31, CI = 0.13-0.76) compared to HRDetect-low, regardless of whether a genetic/epigenetic cause was identified. HRDetect-intermediate, some possessing potentially targetable biological abnormalities, had the poorest outcomes. HRDetect-low cancers also had inadequate outcomes: ~4.7% were mismatch-repair-deficient (another targetable defect, not typically sought) and they were enriched for (but not restricted to) PIK3CA/AKT1 pathway abnormalities. New treatment options need to be considered for now-discernible HRDetect-intermediate and HRDetect-low categories. This population-based study advocates for WGS of TNBC to better inform trial stratification and improve clinical decision-making.

Indexed as

PrognosisWhole Genome SequencingAdultAgedAged, 80 and overDisease-Free SurvivalDNA MethylationFemaleGenetics, PopulationGerm-Line MutationHumansMiddle AgedNeoplasm Recurrence, LocalPromoter Regions, GeneticTriple Negative Breast Neoplasms

Identifiers

PMID31570822
PMCPMC6859071
OpenAlexW2976898289

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

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.