Evidence map›Paper›PMID 36436516›Full record

ArticleThe Lancet. Oncology2023

Genotype-first approach to identify associations between CDH1 germline variants and cancer phenotypes: a multicentre study by the European Reference Network on Genetic Tumour Risk Syndromes.

José Garcia-Pelaez, Rita Barbosa-Matos, Silvana Lobo, Alexandre Dias, Luzia Garrido, Sérgio Castedo, Sónia Sousa, Hugo Pinheiro, Liliana Sousa, Rita Monteiro and 59 more

Erratum issuedOpen access · greenAbstract readMulticenter Study
In one paragraph

Article in The Lancet. Oncology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 29 papers.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed
4.7field-weighted citation impact, top 4% 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.

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

29 citing papers in PubMed, 36 citations in OpenAlex.

  1. Article
  2. Review
  3. Mapping the genetic landscape of hereditary diffuse-type gastric cancer progression.Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association · 2026
    Article
  4. Article
  5. Cancer Diagnoses in Patients With Cleft Lip and/or Palate: Increased Childhood Cancer Occurrence.The Cleft palate-craniofacial journal : official publication of the American Cleft Palate-Craniofacial Association · 2026
    Article
  6. Article
  7. Article
  8. Article
  9. Double jeopardy: howFrontiers in cell and developmental biology · 2026
    Review
  10. Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Hereditary diffuse gastric cancer: the evolution of a cancer syndrome.Journal of the Royal Society of New Zealand · 2025
    Review
  19. Article
  20. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

69 authors at 19 institutions in 7 countries.

José Garcia-PelaezInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Faculty of Medicine, University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal.
Rita Barbosa-MatosInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal.
Silvana LoboInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal.
Alexandre DiasInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal.
Luzia GarridoCentro Hospitalar Universitário São João, Porto, Portugal.
Sérgio CastedoInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Faculty of Medicine, University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; Centro Hospitalar Universitário São João, Porto, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal; European Reference Network on Genetic Tumour Risk Syndromes (ERN GENTURIS), Porto, Portugal.
Sónia SousaInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal.
Hugo PinheiroInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; Serviço de Medicina Interna, Centro Hospitalar Tâmega e Sousa, Penafiel, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal.
Liliana SousaInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; Escola de Economia e Gestão, Universidade do Minho, Braga, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal.
Rita MonteiroInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal.
Joaquin J MaquedaInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; Bioinf2Bio, Porto, Portugal.
Susana FernandesInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal.
Fátima CarneiroInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Faculty of Medicine, University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; Centro Hospitalar Universitário São João, Porto, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal; European Reference Network on Genetic Tumour Risk Syndromes (ERN GENTURIS), Porto, Portugal.
Nádia PintoInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Center of Mathematics, University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal.
Carolina LemosInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal; Institute for Molecular and Cell Biology, University of Porto, Porto, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal.
Carla PintoDepartment of Laboratory Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal.
Manuel R TeixeiraInstitute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal; Department of Laboratory Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal; European Reference Network on Genetic Tumour Risk Syndromes (ERN GENTURIS), Porto, Portugal.
Stefan AretzInstitute of Human Genetics, Medical Faculty, University of Bonn, Bonn, Germany; National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany; ERN GENTURIS, Bonn, Germany.
Svetlana Bajalica-LagercrantzDepartment of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Cancer Genetic Unit, Karolinska University Hospital Solna, Stockholm, Sweden; Cancer Theme, Karolinska University Hospital Solna, Stockholm, Sweden; ERN GENTURIS, Stockholm, Sweden.
Judith BalmañaHospital Vall d'Hebron, Universitat Autonoma de Barcelona, Barcelona, Spain; ERN GENTURIS, Barcelona, Spain.
Ana BlatnikDepartment of Clinical Cancer Genetics, Institute of Oncology Ljubljana, Ljubljana, Slovenia; ERN GENTURIS, Ljubljana, Slovenia.
Patrick R BenusiglioMedical Genetics Department, Pitié-Salpêtrière Hospital, AP-HP and Sorbonne University, Paris, France.
Maud BlanluetService de Génétique Oncologique, Institut Curie, Paris, France.
Vincent BoursLaboratory of Human Genetics, GIGA Institute, University of Liège, Liège, Belgium; Center of Genetics, University Hospital, Liège, Belgium; ERN GENTURIS, Liège, Belgium.
Hilde BremsDepartment of Human Genetics, University of Leuven, Leuven, Belgium.
Joan BrunetHereditary Cancer Programme, Catalan Institute of Oncology, Bellvitge Institute for Biomedical Research and Girona Biomedical Research Institute, Barcelona-Girona, Spain; ERN GENTURIS, Barcelona, Spain.
Daniele CalistriLaboratorio di Bioscienze, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
Gabriel CapelláHereditary Cancer Program, Catalan Institute of Oncology, Bellvitge Institute for Biomedical Research, Barcelona, Spain; Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain; ERN GENTURIS, Barcelona, Spain.
Sergio CarreraOncology Service, Biocruces Bizkaia Health Research Institute, Cruces University Hospital, Cruces-Barakaldo, Bizkaia, Spain.
Chrystelle ColasService de Génétique Oncologique, Institut Curie, Paris, France; ERN GENTURIS, Paris, France.
Karin DahanCenter of Human Genetics, IPG, Gosselies, Belgium.
Robin de PutterClinical Genetics Department, University Hospital of Ghent, Ghent, Belgium; ERN GENTURIS, Ghent, Belgium.
Camille DesseignésMedical Genetics Department, Pitié-Salpêtrière Hospital, AP-HP and Sorbonne University, Paris, France.
Elena Domínguez-GarridoMolecular Diagnostics Laboratory, Fundación Rioja Salud, Logroño, Spain.
Conceição EgasCNC-Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal.
D Gareth EvansDivision of Evolution and Genomic Sciences, University of Manchester, Manchester, UK; Manchester Centre for Genomic Medicine, Manchester, UK.
Damien FeretCenter of Human Genetics, IPG, Gosselies, Belgium.
Eleanor FewingsDepartment of Medical Genetics, National Institute for Health Research Cambridge Biomedical Research Centre, University of Cambridge, Cambridge, UK.
Rebecca C FitzgeraldEarly Cancer Institute, University of Cambridge, Cambridge, UK.
Florence CouletMedical Genetics Department, Pitié-Salpêtrière Hospital, AP-HP and Sorbonne University, Paris, France.
María Garcia-BarcinaGenetics Unit, Biocruces Bizkaia Health Research Institute, Basurto University Hospital, Bilbao, Bizkaia, Spain.
Maurizio GenuardiSezione di Medicina Genomica, Dipartimento di Scienze della Vita e Salute Pubblica, Università Cattolica del Sacro Cuore, Rome, Italy; UOC Genetica Medica, Dipartimento di Scienze di Laboratorio e Infettivologiche, Fondazione Policlinico Universitario A Gemelli IRCCS, Rome, Italy; ERN GENTURIS, Rome, Italy.
Lisa GolmardService de Génétique Oncologique, Institut Curie, Paris, France.
Karl HackmannInstitute for Clinical Genetics, University Hospital Carl Gustav Carus and Faculty of Medicine, Technische Universität Dresden, Dresden, Germany; National Center for Tumor Diseases, Dresden, Germany: German Cancer Research Center, Heidelberg, Germany; Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany; German Cancer Consortium, Dresden, Germany.
Helen HansonSouthWest Thames Regional Genetics Service, St George's University Hospitals NHS Foundation Trust, London, UK.
Elke Holinski-FederMedizinische Klinik und Poliklinik IV, Klinikum der Universität München, Munich, Germany; Medizinisch Genetisches Zentrum, Munich, Germany; ERN GENTURIS, Munich, Germany.
Robert HüneburgDepartment of Internal Medicine I, University Hospital Bonn, Bonn, Germany; National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany; ERN GENTURIS, Bonn, Germany.
Mateja KrajcDepartment of Clinical Cancer Genetics, Institute of Oncology Ljubljana, Ljubljana, Slovenia; ERN GENTURIS, Ljubljana, Slovenia.
Kristina Lagerstedt-RobinsonDepartment of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Cancer Genetic Unit, Karolinska University Hospital Solna, Stockholm, Sweden; ERN GENTURIS, Stockholm, Sweden.
Conxi LázaroHereditary Cancer Program, Catalan Institute of Oncology, Bellvitge Institute for Biomedical Research, Barcelona, Spain; Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain; ERN GENTURIS, Barcelona, Spain.
Marjolijn J L LigtenbergDepartment of Human Genetics, Radboud University Medical Center, Nijmegen, Netherlands; Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands; Radboud Institute of Molecular Life Sciences, Radboud University Medical Center, Nijmegen, Netherlands; ERN GENTURIS, Nijmegen, Netherlands.
Cristina Martínez-BouzasGenetics Service, Biocruces Bizkaia Health Research Institute, Cruces University Hospital, Cruces-Barakaldo, Bizkaia, Spain.
Sonia MerinoGenetics Unit, Biocruces Bizkaia Health Research Institute, Basurto University Hospital, Bilbao, Bizkaia, Spain.
Geneviève MichilsDepartment of Human Genetics, University of Leuven, Leuven, Belgium.
Srdjan NovakovićDepartment of Molecular Diagnostics, Institute of Oncology Ljubljana, Ljubljana, Slovenia.
Ana Patiño-GarcíaUnidad de Medicina Genómica y Pediatría, Clínica Universidad de Navarra, Programa de Tumores Sólidos, Centro de Investigación Médica Aplicada, Instituto de Investigación Sanitaria de Navarra, Pamplona, Navarra, Spain.
Guglielmina Nadia RanzaniDepartment of Biology and Biotechnology, University of Pavia, Pavia, Italy.
Evelin SchröckInstitute for Clinical Genetics, University Hospital Carl Gustav Carus and Faculty of Medicine, Technische Universität Dresden, Dresden, Germany; National Center for Tumor Diseases, Dresden, Germany: German Cancer Research Center, Heidelberg, Germany; Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany; German Cancer Consortium, Dresden, Germany; Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany; ERN GENTURIS, Dresden, Germany.
Inês SilvaGenoMed-Diagnósticos de Medicina Molecular, Lisbon, Portugal.
Catarina SilveiraGenoMed-Diagnósticos de Medicina Molecular, Lisbon, Portugal.
José L SotoMolecular Genetics Laboratory, Elche University Hospital, Elche, Spain.
Isabel SpierInstitute of Human Genetics, Medical Faculty, University of Bonn, Bonn, Germany; National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany; ERN GENTURIS, Bonn, Germany.
Verena Steinke-LangeMedizinische Klinik und Poliklinik IV, Klinikum der Universität München, Munich, Germany; Medizinisch Genetisches Zentrum, Munich, Germany; ERN GENTURIS, Munich, Germany.
Gianluca TedaldiLaboratorio di Bioscienze, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
María-Isabel TejadaGenetics Service, Biocruces Bizkaia Health Research Institute, Cruces University Hospital, Cruces-Barakaldo, Bizkaia, Spain.
Emma R WoodwardDivision of Evolution and Genomic Sciences, University of Manchester, Manchester, UK; Manchester Centre for Genomic Medicine, Manchester, UK.
Marc TischkowitzDepartment of Medical Genetics, National Institute for Health Research Cambridge Biomedical Research Centre, University of Cambridge, Cambridge, UK.
Nicoline HoogerbruggeDepartment of Human Genetics, Radboud University Medical Center, Nijmegen, Netherlands; Radboud Institute of Molecular Life Sciences, Radboud University Medical Center, Nijmegen, Netherlands; ERN GENTURIS, Nijmegen, Netherlands.
Carla OliveiraInstituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Faculty of Medicine, University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal; European Reference Network on Genetic Tumour Risk Syndromes (ERN GENTURIS), Porto, Portugal. Electronic address: carlaol@i3s.up.pt.
University of Manchester · GBBioCruces Health research Institute · ESKU Leuven · BEInstitut Curie · FRInstitute of Pathology and Genetics · BEInstituto de Medicina Genómica · ESUniversity of Cambridge · GBHospital de São João · PTHospital General Universitario de Elche · ESi3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto · PTInstitute of Oncology Ljubljana · SIIstituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori · ITNational Institute for Health Research · GBPitié-Salpêtrière Hospital · FRSorbonne Université · FRSt George’s University Hospitals NHS Foundation Trust · GBUniversidad de Navarra · ESUniversity of Coimbra · PTUniversity of Pavia · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTruncating pathogenic or likely pathogenic variants of CDH1 cause hereditary diffuse gastric cancer (HDGC), a tumour risk syndrome that predisposes carrier individuals to diffuse gastric and lobular breast cancer. Rare CDH1 missense variants are often classified as variants of unknown significance. We conducted a genotype-phenotype analysis in families carrying rare CDH1 variants, comparing cancer spectrum in carriers of pathogenic or likely pathogenic variants (PV/LPV; analysed jointly) or missense variants of unknown significance, assessing the frequency of families with lobular breast cancer among PV/LPV carrier families, and testing the performance of lobular breast cancer-expanded criteria for CDH1 testing.

methodsThis genotype-first study used retrospective diagnostic and clinical data from 854 carriers of 398 rare CDH1 variants and 1021 relatives, irrespective of HDGC clinical criteria, from 29 institutions in ten member-countries of the European Reference Network on Tumour Risk Syndromes (ERN GENTURIS). Data were collected from Oct 1, 2018, to Sept 20, 2022. Variants were classified by molecular type and clinical actionability with the American College of Medical Genetics and Association for Molecular Pathology CDH1 guidelines (version 2). Families were categorised by whether they fulfilled the 2015 and 2020 HDGC clinical criteria. Genotype-phenotype associations were analysed by Student's t test, Kruskal-Wallis, χ

findingsFrom 1971 phenotypes (contributed by 854 probands and 1021 relatives aged 1-93 years), 460 had gastric and breast cancer histology available. CDH1 truncating PV/LPVs occurred in 176 (21%) of 854 families and missense variants of unknown significance in 169 (20%) families. Multivariable logistic regression comparing phenotypes occurring in families carrying PV/LPVs or missense variants of unknown significance showed that lobular breast cancer had the greatest positive association with the presence of PV/LPVs (odds ratio 12·39 [95% CI 2·66-57·74], p=0·0014), followed by diffuse gastric cancer (8·00 [2·18-29·39], p=0·0017) and gastric cancer (7·81 [2·03-29·96], p=0·0027). 136 (77%) of 176 families carrying PV/LPVs fulfilled the 2015 HDGC criteria. Of the remaining 40 (23%) families, who did not fulfil the 2015 criteria, 11 fulfilled the 2020 HDGC criteria, and 18 had lobular breast cancer only or lobular breast cancer and gastric cancer, but did not meet the 2020 criteria. No specific CDH1 variant was found to predispose individuals specifically to lobular breast cancer, although 12 (7%) of 176 PV/LPV carrier families had lobular breast cancer only. Addition of three new lobular breast cancer-centred criteria improved testing sensitivity while retaining high specificity. The probability of finding CDH1 PV/LPVs in patients fulfilling the lobular breast cancer-expanded criteria, compared with the 2020 criteria, increased significantly (AUC 0·92 vs 0·88; Z score 3·54; p=0·0004).

interpretationCDH1 PV/LPVs were positively associated with HDGC-related phenotypes (lobular breast cancer, diffuse gastric cancer, and gastric cancer), and no evidence for a positive association with these phenotypes was found for CDH1 missense variants of unknown significance. CDH1 PV/LPVs occurred often in families with lobular breast cancer who did not fulfil the 2020 HDGC criteria, supporting the expansion of lobular breast cancer-centred criteria.

fundingEuropean Reference Network on Genetic Tumour Risk Syndromes, European Regional Development Fund, Fundação para a Ciência e a Tecnologia (Portugal), Cancer Research UK, and European Union's Horizon 2020 research and innovation programme.

Indexed as

Breast NeoplasmsCarcinoma, LobularStomach NeoplasmsAntigens, CDCadherinsFemaleGenetic Predisposition to DiseaseGenotypeGerm CellsGerm-Line MutationHumansMutation, MissensePedigreePhenotypeRetrospective StudiesAntigens, CDCadherinsCDH1 protein, human

Identifiers

PMID36436516
PMCPMC9810541
OpenAlexW4309971709

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