Evidence map›Paper›PMID 41488399›Full record

ArticleHuman mutation2026

Characterization of Copy Number Variants in Hereditary Cancer Patients Through NGS Shows a Distinctive PALB2 Contribution to the Diagnostic Yield.

Lia Bonamici, Lucia Artuso, Marco Marino, Angela Toss, Diletta Sidoti, Elena Barbieri, Marta Venturelli, Isabella Marchi, Chiara Pescucci, Rossella Manfredini and 5 more

Abstract read
In one paragraph

Article in Human mutation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Breast-Ovarian Hereditary Cancer Syndrome: BeyondCurrent oncology (Toronto, Ont.) · 2026
    Review
  2. Identification and Computational Analysis ofMedical sciences (Basel, Switzerland) · 2026
    Article
  3. Article
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

15 authors.

Lia BonamiciDepartment of Medical and Surgical Sciences, University of Modena and Reggio Emilia, Modena, Italy, unimore.it.
Lucia ArtusoDiagnostic Hematology and Clinical Genomics Unit, Department of Laboratory Medicine and Pathology, Modena University Hospital, Modena, Italy, unimore.it.
Marco MarinoDiagnostic Hematology and Clinical Genomics Unit, Department of Laboratory Medicine and Pathology, Modena University Hospital, Modena, Italy, unimore.it.
Angela TossDepartment of Medical and Surgical Sciences, University of Modena and Reggio Emilia, Modena, Italy, unimore.it.
Diletta SidotiDepartment of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy, unifi.it.
Elena BarbieriOncology Unit, Department of Oncology and Hematology, University Hospital of Modena, Modena, Italy, policlinico.mo.it.
Marta VenturelliDepartment of Medical and Surgical Sciences, University of Modena and Reggio Emilia, Modena, Italy, unimore.it.
Isabella MarchiOncology Unit, Department of Oncology and Hematology, University Hospital of Modena, Modena, Italy, policlinico.mo.it.
Chiara PescucciDepartment of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy, unifi.it.
Rossella ManfrediniDepartment of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy, unimore.it.
Laura PapiDepartment of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy, unifi.it.
Massimo DominiciDepartment of Medical and Surgical Sciences, University of Modena and Reggio Emilia, Modena, Italy, unimore.it.
Laura CortesiDepartment of Medical and Surgical Sciences, University of Modena and Reggio Emilia, Modena, Italy, unimore.it.
Elena TenediniDepartment of Medical and Surgical Sciences, University of Modena and Reggio Emilia, Modena, Italy, unimore.it.ORCID https://orcid.org/0000-0003-0285-765X
Enrico TagliaficoDepartment of Medical and Surgical Sciences, University of Modena and Reggio Emilia, Modena, Italy, unimore.it.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The extensive use of next-generation sequencing (NGS) multi-gene panels and advanced analysis algorithms have led to the identification of numerous genetic variants associated with breast, ovarian, and pancreatic cancer. Copynumber variations (CNVs), defined as deletions and duplications of specific DNA regions, account for up to 10% of pathogenic variants and can affect any of the cancer-predisposing genes. Despite this, CNVs' contribution beyond BRCA1 and BRCA2 remains underexplored. This observational study analyzed data from 2949 patients, primarily affected by breast or ovarian cancer, who underwent NGS testing with a 22-gene hereditary cancer panel between 2018 and 2023, with a focus on CNV results. In line with comparison studies, a total diagnostic yield of 14.8% was observed with pathogenic variants in BRCA1, BRCA2, CHEK2, ATM, and PALB2 accounting for most of positive findings. In contrast, CNVs were found in 1.4% of patients, displaying a peculiar distribution pattern. PALB2 exhibited the highest frequency of pathogenic CNVs (66.7%), representing 62.2% of all PALB2 pathogenic variants. Notably, 24 out of 28 PALB2 CNV carriers shared the deletion of Exon 11. Further investigations revealed identical breakpoints and common geographical origins, and moreover, the same haplotype for some of the families suggests a relatively recent founder effect. Simultaneous sequence and copy number analyses resulted in likely higher positive predictive value of the test and, more interestingly, disclosed an unforeseen single contribution of CNVs in PALB2 gene, confirming geography as a key factor in shaping human genetic variations.

Indexed as

DNA Copy Number VariationsFanconi Anemia Complementation Group N ProteinGenetic Predisposition to DiseaseHigh-Throughput Nucleotide SequencingNeoplasmsAdultAgedBRCA2 ProteinBreast NeoplasmsFemaleHumansMaleMiddle AgedBRCA2 ProteinFanconi Anemia Complementation Group N ProteinPALB2 protein, human

Identifiers

PMID41488399
PMCPMC12759264

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.