Evidence map›Paper›PMID 41554690›Full record

ArticleNature communications2026

Site-saturation functional screens identify PALB2 missense variants associated with increased breast cancer risk.

Rick A C M Boonen, Sabine C Knaup, Roberta Menafra, Merel E Braspenning, Magdalena B Rother, Petra Kleiblova, Marketa Janatova, Dina Ruano, Chunling Hu, Huaizhi Huang and 12 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

22 authors.

Rick A C M BoonenDepartment of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands.
Sabine C KnaupDepartment of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands.
Roberta MenafraLeiden Genome Technology Center, Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands.ORCID http://orcid.org/0000-0002-5266-0639
Merel E BraspenningDepartment of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands.
Magdalena B RotherDepartment of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands.
Petra KleiblovaInstitute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic.ORCID http://orcid.org/0000-0002-4806-9854
Marketa JanatovaInstitute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic.ORCID http://orcid.org/0000-0003-2816-6769
Dina RuanoDepartment of Pathology, Leiden University Medical Center, Leiden, The Netherlands.
Chunling HuDepartment of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.ORCID http://orcid.org/0000-0002-6814-4639
Huaizhi HuangDepartment of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.ORCID http://orcid.org/0009-0001-6186-7228
Vijai JosephClinical Genetics Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.ORCID http://orcid.org/0000-0002-7933-151X
Michael ConryClinical Genetics Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Stephan HeijlBio-Prodict, Nijmegen, The Netherlands.
Bas VrolingBio-Prodict, Nijmegen, The Netherlands.
Jelle J GoemanDepartment of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands.
Matthew VargaAmbry Genetics, Aliso Viejo, CA, USA.
CZECANCA consortium
Marcy E RichardsonAmbry Genetics, Aliso Viejo, CA, USA.ORCID http://orcid.org/0000-0002-4626-4920
Susan L KloetLeiden Genome Technology Center, Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands.ORCID http://orcid.org/0000-0001-9189-0640
Fergus J CouchDepartment of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.ORCID http://orcid.org/0000-0001-9417-9985
Maaike P G VreeswijkDepartment of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands.ORCID http://orcid.org/0000-0003-4068-9271
Haico van AttikumDepartment of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands. h.van.attikum@lumc.nl.ORCID http://orcid.org/0000-0001-8590-0240

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Hongbiao Carl Lekaye · 1985 to 2026
$347.4M
The contribution of RAD51C and RAD51D to breast and ovarian cancerR01CA225662 · NCI · MAYO CLINIC ROCHESTER · PI COUCH, FERGUS JOSEPH, WEROHA, SARAVUT · 2018 to 2024
$2.5M
Ultrahigh-Resolution Quantitative Optical Coherence Elastography of the Tumor Microenvironment In VivoR21CA253197 · NCI · CORNELL UNIVERSITY · PI ADIE, STEVEN GRAHAM · 2021 to 2021
$401k
EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 634935KWF Kankerbestrijding (Dutch Cancer Society) 12754KWF Kankerbestrijding (Dutch Cancer Society) 7473NCI NIH HHS P30 CA008748NCI NIH HHS R01 CA225662NCI NIH HHS R21 CA253197
6 · The paper itself

Abstract

Loss-of-function variants in PALB2 give rise to defects in DNA damage repair by homologous recombination (HR), increasing the risk of breast cancer in female carriers. However, genetic testing frequently reveals missense variants of uncertain significance (VUS) for which the impact on protein function and cancer risk are unclear. Here we assay 84% of all possible missense variants in 11 out of 13 PALB2 exons using site-saturation functional screens with PARP inhibitor sensitivity as a readout for HR. These exons encode the coiled-coil and WD40 domains, which we identify as the minimal regions required for HR. Furthermore, we reveal the functional impact of 6718 missense variants, classifying 3904 variants as functional (58%), 2422 as intermediate (36%), and 392 as damaging (6%). A burden-type analysis shows that damaging missense variants in PALB2 are associated with a significantly increased risk of breast cancer, similar to that observed for truncating variants. These results will be valuable for the classification of PALB2 missense VUS and clinical management of carriers.

Indexed as

Breast NeoplasmsFanconi Anemia Complementation Group N ProteinGenetic Predisposition to DiseaseMutation, MissenseExonsFemaleGenetic TestingHumansPoly(ADP-ribose) Polymerase InhibitorsFanconi Anemia Complementation Group N ProteinPALB2 protein, humanPoly(ADP-ribose) Polymerase Inhibitors

Identifiers

PMID41554690
PMCPMC12824253

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.