Evidence map›Paper›PMID 38180593›Full record

ArticleEuropean journal of epidemiology2024

Lifestyle changes in middle age and risk of cancer: evidence from the European Prospective Investigation into Cancer and Nutrition.

Edoardo Botteri, Giulia Peveri, Paula Berstad, Vincenzo Bagnardi, Geir Hoff, Alicia K Heath, Amanda J Cross, Paolo Vineis, Laure Dossus, Mattias Johansson and 34 more

Abstract read
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In one paragraph

Article in European journal of epidemiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Article
  2. Explaining inequalities in quality of life: a longitudinal study of health disparities in Norway.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026
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  10. From Food to Clinic: Mapping FoodOn to the UMLS to Enable Nutritional Decision Support.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2024
    Article
  11. 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

44 authors.

Edoardo BotteriDepartment of Research, Cancer Registry of Norway, Oslo, Norway.ORCID http://orcid.org/0000-0002-9023-8068
Giulia PeveriDepartment of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy.
Paula BerstadSection for Colorectal Cancer Screening, Cancer Registry of Norway, Oslo, Norway.
Vincenzo BagnardiDepartment of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy.
Geir HoffSection for Colorectal Cancer Screening, Cancer Registry of Norway, Oslo, Norway.
Alicia K HeathDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
Amanda J CrossDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
Paolo VineisDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
Laure DossusInternational Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France.
Mattias JohanssonInternational Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France.
Heinz FreislingInternational Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France.
Komodo MattaInternational Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France.
Inge HuybrechtsInternational Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France.
Sairah L F ChenDepartment of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway.
Kristin B BorchDepartment of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway.
Torkjel M SandangerDepartment of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway.
Therese H NøstDepartment of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway.
Christina C DahmDepartment of Public Health, Aarhus University, Aarhus, Denmark.
Christian S AntoniussenDepartment of Public Health, Aarhus University, Aarhus, Denmark.
Sandar Tin TinCancer Epidemiology Unit, Oxford Population Health, University of Oxford, Oxford, UK.
Agnès FournierUniversité Paris-Saclay, UVSQ, Inserm "Exposome, Heredity, Cancer and Health" Team, CESP U1018, Gustave Roussy, Villejuif, France.
Chloé MarquesUniversité Paris-Saclay, UVSQ, Inserm "Exposome, Heredity, Cancer and Health" Team, CESP U1018, Gustave Roussy, Villejuif, France.
Fanny ArtaudUniversité Paris-Saclay, UVSQ, Inserm "Exposome, Heredity, Cancer and Health" Team, CESP U1018, Gustave Roussy, Villejuif, France.
Maria-José SánchezEscuela Andaluza de Salud Pública (EASP), Granada, Spain.
Marcela GuevaraCentro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.
Carmen SantiusteCentro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.
Antonio AgudoUnit of Nutrition and Cancer, Catalan Institute of Oncology - ICO, L'Hospitalet de Llobregat, Spain.
Rashmita BajracharyaDivision of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
Verena KatzkeDivision of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
Fulvio RicceriDepartment of Clinical and Biological Sciences, Centre for Biostatistics, Epidemiology, and Public Health, University of Turin, Turin, Italy.
Claudia AgnoliEpidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133, Milan, Italy.
Manuela M BergmannGerman Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany.
Matthias B SchulzeDepartment of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany.
Salvatore PanicoDipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy.
Giovanna MasalaInstitute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy.
Anne TjønnelandDanish Cancer Society Research Center, Copenhagen, Denmark.
Anja OlsenDepartment of Public Health, Aarhus University, Aarhus, Denmark.
Tanja StocksDepartment of Translational Medicine, Lund University, Malmö, Sweden.
Jonas ManjerDepartment of Surgery, Skåne University Hospital Malmö, Lund University, Malmö, Sweden.
Amaia Aizpurua-AtxegaEpidemiology of Chronic and Communicable Diseases Group, Biodonostia Health Research Institute, San Sebastián, Spain.
Elisabete WeiderpassInternational Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France.
Elio RiboliDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
Marc J Gunter *Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
Pietro Ferrari *International Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France. ferrarip@iarc.who.int.

Funding

Cancer Research UK 14136Cancer Research UK 25004Cancer Research UK PRCRPG-NOV22/100001Medical Research Council MR/M012190/1World Health Organization 001
6 · The paper itself

Abstract

In this study, we aimed to provide novel evidence on the impact of changing lifestyle habits on cancer risk. In the EPIC cohort, 295,865 middle-aged participants returned a lifestyle questionnaire at baseline and during follow-up. At both timepoints, we calculated a healthy lifestyle index (HLI) score based on cigarette smoking, alcohol consumption, body mass index and physical activity. HLI ranged from 0 (most unfavourable) to 16 (most favourable). We estimated the association between HLI change and risk of lifestyle-related cancers-including cancer of the breast, lung, colorectum, stomach, liver, cervix, oesophagus, bladder, and others-using Cox regression models. We reported hazard ratios (HR) with 95% confidence intervals (CI). Median time between the two questionnaires was 5.7 years, median age at follow-up questionnaire was 59 years. After the follow-up questionnaire, we observed 14,933 lifestyle-related cancers over a median follow-up of 7.8 years. Each unit increase in the HLI score was associated with 4% lower risk of lifestyle-related cancers (HR 0.96; 95%CI 0.95-0.97). Among participants in the top HLI third at baseline (HLI > 11), those in the bottom third at follow-up (HLI ≤ 9) had 21% higher risk of lifestyle-related cancers (HR 1.21; 95%CI 1.07-1.37) than those remaining in the top third. Among participants in the bottom HLI third at baseline, those in the top third at follow-up had 25% lower risk of lifestyle-related cancers (HR 0.75; 95%CI 0.65-0.86) than those remaining in the bottom third. These results indicate that lifestyle changes in middle age may have a significant impact on cancer risk.

Indexed as

Life StyleNeoplasmsFemaleHealthy LifestyleHumansMiddle AgedNutritional StatusProspective StudiesCancer riskCohort studyHealthy lifestyle indexLifestyle changes

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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.