Evidence map›Paper›PMID 39202314›Full record

ArticleDiagnostics (Basel, Switzerland)2024

Polygenic Risk Score (PRS) Combined with NGS Panel Testing Increases Accuracy in Hereditary Breast Cancer Risk Estimation.

Nikolaos Tsoulos, Eirini Papadopoulou, Konstantinos Agiannitopoulos, Dimitrios Grigoriadis, Georgios N Tsaousis, Dimitra Bouzarelou, Helen Gogas, Theodore Troupis, Vassileios Venizelos, Elena Fountzilas and 8 more

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

18 authors.

Nikolaos TsoulosGenekor Medical S.A., 15344 Athens, Greece.
Eirini PapadopoulouGenekor Medical S.A., 15344 Athens, Greece.
Konstantinos AgiannitopoulosGenekor Medical S.A., 15344 Athens, Greece.
Dimitrios GrigoriadisGenekor Medical S.A., 15344 Athens, Greece.
Georgios N TsaousisGenekor Medical S.A., 15344 Athens, Greece.ORCID 0000-0002-8975-8779
Dimitra BouzarelouGenekor Medical S.A., 15344 Athens, Greece.
Helen GogasFirst Department of Internal Medicine, Laikon General Hospital, School of Medicine, National Kapodistrian University of Athens, 11527 Athens, Greece.ORCID 0000-0002-0451-2885
Theodore TroupisSchool of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece.
Vassileios VenizelosMetropolitan Hospital, 18547 Athens, Greece.
Elena FountzilasSecond Department of Medical Oncology, Euromedica General Clinic, 54645 Thessaloniki, Greece.
Maria TheochariOncology Unit, "Hippokrateion" General Hospital of Athens, 11527 Athens, Greece.
Dimitrios C ZiogasFirst Department of Internal Medicine, Laikon General Hospital, School of Medicine, National Kapodistrian University of Athens, 11527 Athens, Greece.ORCID 0000-0003-2620-4004
Stylianos GiassasSecond Oncology Clinic IASO, General Maternity and Gynecology Clinic, 15123 Athens, Greece.
Anna KoumarianouHematology Oncology Unit, 4th Department of Internal Medicine, School of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, 12462 Athens, Greece.ORCID 0000-0002-4159-2511
Athina ChristopoulouOncology Unit, ST Andrews General Hospital of Patras, 26332 Patras, Greece.
George BusbyAllelica Inc., 447 Broadway, New York, NY 10013, USA.ORCID 0000-0003-4148-6222
George NasioulasGenekor Medical S.A., 15344 Athens, Greece.
Christos MarkopoulosSchool of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Breast cancer (BC) is the most prominent tumor type among women, accounting for 32% of newly diagnosed cancer cases. BC risk factors include inherited germline pathogenic gene variants and family history of disease. However, the etiology of the disease remains occult in most cases. Therefore, in the absence of high-risk factors, a polygenic basis has been suggested to contribute to susceptibility. This information is utilized to calculate the Polygenic Risk Score (PRS) which is indicative of BC risk. This study aimed to evaluate retrospectively the clinical usefulness of PRS integration in BC risk calculation, utilizing a group of patients who have already been diagnosed with BC. The study comprised 105 breast cancer patients with hereditary genetic analysis results obtained by NGS. The selection included all testing results: high-risk gene-positive, intermediate/low-risk gene-positive, and negative. PRS results were obtained from an external laboratory (Allelica). PRS-based BC risk was computed both with and without considering additional risk factors, including gene status and family history. A significantly different PRS percentile distribution consistent with higher BC risk was observed in our cohort compared to the general population. Higher PRS-based BC risks were detected in younger patients and in those with FH of cancers. Among patients with a pathogenic germline variant detected, reduced PRS values were observed, while the BC risk was mainly determined by a monogenic etiology. Upon comprehensive analysis encompassing FH, gene status, and PRS, it was determined that 41.90% (44/105) of the patients demonstrated an elevated susceptibility for BC. Moreover, 63.63% of the patients with FH of BC and without an inherited pathogenic genetic variant detected showed increased BC risk by incorporating the PRS result. Our results indicate a major utility of PRS calculation in women with FH in the absence of a monogenic etiology detected by NGS. By combining high-risk strategies, such as inherited disease analysis, with low-risk screening strategies, such as FH and PRS, breast cancer risk stratification can be improved. This would facilitate the development of more effective preventive measures and optimize the allocation of healthcare resources.

Indexed as

breast cancernext-generation sequencing (NGS)polygenic risk score (PRS)

Identifiers

PMID39202314
PMCPMC11353636

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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.