Inflammation Is a Mediating Factor in the Association between Lifestyle and Fatigue in Colorectal Cancer Patients

Fatigue is very common among colorectal cancer (CRC) patients. We examined the association between adherence to the World Cancer Research Fund/American Institute for Cancer Research (WCRF/AICR) lifestyle recommendations and fatigue among stage I-III CRC patients, and whether inflammation mediated th...

Full description

Bibliographic Details
Main Authors: Evertine Wesselink, Harm van Baar, Moniek van Zutphen, Meilissa Tibosch, Ewout A. Kouwenhoven, Eric T.P. Keulen, Dieuwertje E. Kok, Henk K. van Halteren, Stephanie O. Breukink, Johannes H. W. de Wilt, Matty P. Weijenberg, Marlou-Floor Kenkhuis, Michiel G. J. Balvers, Renger F. Witkamp, Fränzel J. B. van Duijnhoven, Ellen Kampman, Sandra Beijer, Martijn J. L. Bours, Renate M. Winkels
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/12/12/3701
_version_ 1797545231223095296
author Evertine Wesselink
Harm van Baar
Moniek van Zutphen
Meilissa Tibosch
Ewout A. Kouwenhoven
Eric T.P. Keulen
Dieuwertje E. Kok
Henk K. van Halteren
Stephanie O. Breukink
Johannes H. W. de Wilt
Matty P. Weijenberg
Marlou-Floor Kenkhuis
Michiel G. J. Balvers
Renger F. Witkamp
Fränzel J. B. van Duijnhoven
Ellen Kampman
Sandra Beijer
Martijn J. L. Bours
Renate M. Winkels
author_facet Evertine Wesselink
Harm van Baar
Moniek van Zutphen
Meilissa Tibosch
Ewout A. Kouwenhoven
Eric T.P. Keulen
Dieuwertje E. Kok
Henk K. van Halteren
Stephanie O. Breukink
Johannes H. W. de Wilt
Matty P. Weijenberg
Marlou-Floor Kenkhuis
Michiel G. J. Balvers
Renger F. Witkamp
Fränzel J. B. van Duijnhoven
Ellen Kampman
Sandra Beijer
Martijn J. L. Bours
Renate M. Winkels
author_sort Evertine Wesselink
collection DOAJ
description Fatigue is very common among colorectal cancer (CRC) patients. We examined the association between adherence to the World Cancer Research Fund/American Institute for Cancer Research (WCRF/AICR) lifestyle recommendations and fatigue among stage I-III CRC patients, and whether inflammation mediated this association. Data from two prospective cohort studies were used. Adherence to the WCRF/AICR recommendations was expressed as a score ranging from 0–7, and assessed shortly after diagnosis. Six months post-diagnosis, fatigue was assessed with the European Organization for Research and Treatment of Cancer quality of life questionnaire C30 (EORTC QLQ-C30), and in a subpopulation, the plasma levels of inflammation markers (IL6, IL8, TNFα, and hsCRP) were assessed. Multiple linear regression analyses were performed to investigate the association between adherence to the WCRF/AICR recommendations and fatigue. To test mediation by inflammation, the PROCESS analytic tool developed by Hayes was used. A higher WCRF/AICR adherence score was associated with less fatigue six months after diagnosis (<i>n</i> = 1417, β −2.22, 95%CI −3.65; −0.78). In the population of analysis for the mediation analyses (<i>n</i> = 551), the total association between lifestyle and fatigue was (β −2.17, 95% CI −4.60; 0.25). A statistically significant indirect association via inflammation was observed (β −0.97, 95% CI −1.92; −0.21), explaining 45% of the total association between lifestyle and fatigue (−0.97/−2.17 × 100). Thus, inflammation is probably one of the underlying mechanisms linking lifestyle to fatigue.
first_indexed 2024-03-10T14:12:33Z
format Article
id doaj.art-4c04f23799f9434caeb96d580ae5f642
institution Directory Open Access Journal
issn 2072-6694
language English
last_indexed 2024-03-10T14:12:33Z
publishDate 2020-12-01
publisher MDPI AG
record_format Article
series Cancers
spelling doaj.art-4c04f23799f9434caeb96d580ae5f6422023-11-21T00:03:26ZengMDPI AGCancers2072-66942020-12-011212370110.3390/cancers12123701Inflammation Is a Mediating Factor in the Association between Lifestyle and Fatigue in Colorectal Cancer PatientsEvertine Wesselink0Harm van Baar1Moniek van Zutphen2Meilissa Tibosch3Ewout A. Kouwenhoven4Eric T.P. Keulen5Dieuwertje E. Kok6Henk K. van Halteren7Stephanie O. Breukink8Johannes H. W. de Wilt9Matty P. Weijenberg10Marlou-Floor Kenkhuis11Michiel G. J. Balvers12Renger F. Witkamp13Fränzel J. B. van Duijnhoven14Ellen Kampman15Sandra Beijer16Martijn J. L. Bours17Renate M. Winkels18Division of Human Nutrition and Health, Wageningen University, Wageningen, 6708 WE, The NetherlandsDivision of Human Nutrition and Health, Wageningen University, Wageningen, 6708 WE, The NetherlandsDivision of Human Nutrition and Health, Wageningen University, Wageningen, 6708 WE, The NetherlandsDivision of Human Nutrition and Health, Wageningen University, Wageningen, 6708 WE, The NetherlandsZiekenhuis Groep Twente, Department of Surgery, Almelo, 7600 SZ, The NetherlandsZuyderland Medical Centre, Department of Gastroenterology, Sittard-Geleen, 6162 BG, The NetherlandsDivision of Human Nutrition and Health, Wageningen University, Wageningen, 6708 WE, The NetherlandsDepartment of Internal Medicine, Admiraal de Ruyter Ziekenhuis, Goes, 4462 RA, The NetherlandsMedical Center, Department of Surgery, Maastricht University, Maastricht, 6229 HX, The NetherlandsMedical Centre, Department of Surgery, Radboud University, Nijmegen, 6500 HB, The NetherlandsDepartment of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, 6200 MD, The NetherlandsDepartment of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, 6200 MD, The NetherlandsDivision of Human Nutrition and Health, Wageningen University, Wageningen, 6708 WE, The NetherlandsDivision of Human Nutrition and Health, Wageningen University, Wageningen, 6708 WE, The NetherlandsDivision of Human Nutrition and Health, Wageningen University, Wageningen, 6708 WE, The NetherlandsDivision of Human Nutrition and Health, Wageningen University, Wageningen, 6708 WE, The NetherlandsDepartment of Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, 3511 DT, The NetherlandsDepartment of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, 6200 MD, The NetherlandsDivision of Human Nutrition and Health, Wageningen University, Wageningen, 6708 WE, The NetherlandsFatigue is very common among colorectal cancer (CRC) patients. We examined the association between adherence to the World Cancer Research Fund/American Institute for Cancer Research (WCRF/AICR) lifestyle recommendations and fatigue among stage I-III CRC patients, and whether inflammation mediated this association. Data from two prospective cohort studies were used. Adherence to the WCRF/AICR recommendations was expressed as a score ranging from 0–7, and assessed shortly after diagnosis. Six months post-diagnosis, fatigue was assessed with the European Organization for Research and Treatment of Cancer quality of life questionnaire C30 (EORTC QLQ-C30), and in a subpopulation, the plasma levels of inflammation markers (IL6, IL8, TNFα, and hsCRP) were assessed. Multiple linear regression analyses were performed to investigate the association between adherence to the WCRF/AICR recommendations and fatigue. To test mediation by inflammation, the PROCESS analytic tool developed by Hayes was used. A higher WCRF/AICR adherence score was associated with less fatigue six months after diagnosis (<i>n</i> = 1417, β −2.22, 95%CI −3.65; −0.78). In the population of analysis for the mediation analyses (<i>n</i> = 551), the total association between lifestyle and fatigue was (β −2.17, 95% CI −4.60; 0.25). A statistically significant indirect association via inflammation was observed (β −0.97, 95% CI −1.92; −0.21), explaining 45% of the total association between lifestyle and fatigue (−0.97/−2.17 × 100). Thus, inflammation is probably one of the underlying mechanisms linking lifestyle to fatigue.https://www.mdpi.com/2072-6694/12/12/3701fatiguecolorectal cancerinflammation markerslifestylemediation analyses
spellingShingle Evertine Wesselink
Harm van Baar
Moniek van Zutphen
Meilissa Tibosch
Ewout A. Kouwenhoven
Eric T.P. Keulen
Dieuwertje E. Kok
Henk K. van Halteren
Stephanie O. Breukink
Johannes H. W. de Wilt
Matty P. Weijenberg
Marlou-Floor Kenkhuis
Michiel G. J. Balvers
Renger F. Witkamp
Fränzel J. B. van Duijnhoven
Ellen Kampman
Sandra Beijer
Martijn J. L. Bours
Renate M. Winkels
Inflammation Is a Mediating Factor in the Association between Lifestyle and Fatigue in Colorectal Cancer Patients
Cancers
fatigue
colorectal cancer
inflammation markers
lifestyle
mediation analyses
title Inflammation Is a Mediating Factor in the Association between Lifestyle and Fatigue in Colorectal Cancer Patients
title_full Inflammation Is a Mediating Factor in the Association between Lifestyle and Fatigue in Colorectal Cancer Patients
title_fullStr Inflammation Is a Mediating Factor in the Association between Lifestyle and Fatigue in Colorectal Cancer Patients
title_full_unstemmed Inflammation Is a Mediating Factor in the Association between Lifestyle and Fatigue in Colorectal Cancer Patients
title_short Inflammation Is a Mediating Factor in the Association between Lifestyle and Fatigue in Colorectal Cancer Patients
title_sort inflammation is a mediating factor in the association between lifestyle and fatigue in colorectal cancer patients
topic fatigue
colorectal cancer
inflammation markers
lifestyle
mediation analyses
url https://www.mdpi.com/2072-6694/12/12/3701
work_keys_str_mv AT evertinewesselink inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT harmvanbaar inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT moniekvanzutphen inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT meilissatibosch inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT ewoutakouwenhoven inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT erictpkeulen inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT dieuwertjeekok inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT henkkvanhalteren inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT stephanieobreukink inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT johanneshwdewilt inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT mattypweijenberg inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT marloufloorkenkhuis inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT michielgjbalvers inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT rengerfwitkamp inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT franzeljbvanduijnhoven inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT ellenkampman inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT sandrabeijer inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT martijnjlbours inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients
AT renatemwinkels inflammationisamediatingfactorintheassociationbetweenlifestyleandfatigueincolorectalcancerpatients