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Featured researches published by Marjan Kerkhof.


European Respiratory Journal | 2007

Air pollution and development of asthma, allergy and infections in a birth cohort

Michael Brauer; Gerard Hoek; Henriette A. Smit; J. C. de Jongste; Jorrit Gerritsen; Dirkje S. Postma; Marjan Kerkhof; Bert Brunekreef

Few studies have addressed associations between traffic-related air pollution and respiratory disease in young children. The present authors assessed the development of asthmatic/allergic symptoms and respiratory infections during the first 4 yrs of life in a birth cohort study (n = ∼4,000). Outdoor concentrations of traffic-related air pollutants (nitrogen dioxide PM2.5, particles with a 50% cut-off aerodynamic diameter of 2.5 μm and soot) were assigned to birthplace home addresses with a land-use regression model. They were linked by logistic regression to questionnaire data on doctor-diagnosed asthma, bronchitis, influenza and eczema and to self-reported wheeze, dry night-time cough, ear/nose/throat infections and skin rash. Total and specific immunoglobulin (Ig)E to common allergens were measured in a subgroup (n = 713). Adjusted odds ratios (95% confidence intervals) per interquartile pollution range were elevated for wheeze (1.2 (1.0–1.4) for soot), doctor-diagnosed asthma (1.3 (1.0–1.7)), ear/nose/throat infections (1.2 (1.0–1.3)) and flu/serious colds (1.2 (1.0–1.4)). No consistent associations were observed for other end-points. Positive associations between air pollution and specific sensitisation to common food allergens (1.6 (1.2–2.2) for soot), but not total IgE, were found in the subgroup with IgE measurements. Traffic-related pollution was associated with respiratory infections and some measures of asthma and allergy during the first 4 yrs of life.


American Journal of Respiratory and Critical Care Medicine | 2010

Traffic-related Air Pollution and the Development of Asthma and Allergies during the First 8 Years of Life

Ulrike Gehring; Alet H. Wijga; Michael Brauer; Paul Fischer; Johan C. de Jongste; Marjan Kerkhof; Marieke Oldenwening; Henriette A. Smit; Bert Brunekreef

RATIONALE The role of air pollution exposure in the development of asthma, allergies, and related symptoms remains unclear, due in part to the limited number of prospective cohort studies with sufficiently long follow-ups addressing this problem. OBJECTIVES We studied the association between traffic-related air pollution and the development of asthma, allergy, and related symptoms in a prospective birth cohort study with a unique 8-year follow-up. METHODS Annual questionnaire reports of asthma, hay fever, and related symptoms during the first 8 years of life were analyzed for 3,863 children. At age 8, measurements of allergic sensitization and bronchial hyperresponsiveness were performed for subpopulations (n = 1,700 and 936, respectively). Individual exposures to nitrogen dioxide (NO(2)), particulate matter (PM(2.5)), and soot at the birth address were estimated by land-use regression models. Associations between exposure to traffic-related air pollution and repeated measures of health outcomes were assessed by repeated-measures logistic regression analysis. Effects are presented for an interquartile range increase in exposure after adjusting for covariates. MEASUREMENTS AND MAIN RESULTS Annual prevalence was 3 to 6% for asthma and 12 to 23% for asthma symptoms. Annual incidence of asthma was 6% at age 1, and 1 to 2% at later ages. PM(2.5) levels were associated with a significant increase in incidence of asthma (odds ratio [OR], 1.28; 95% confidence interval [CI], 1.10-1.49), prevalence of asthma (OR, 1.26; 95% CI, 1.04-1.51), and prevalence of asthma symptoms (OR, 1.15; 95% CI, 1.02-1.28). Findings were similar for NO(2) and soot. Associations were stronger for children who had not moved since birth. Positive associations with hay fever were found in nonmovers only. No associations were found with atopic eczema, allergic sensitization, and bronchial hyperresponsiveness. CONCLUSIONS Exposure to traffic-related air pollution may cause asthma in children.


Pediatric Allergy and Immunology | 2002

The Prevention and Incidence of Asthma and Mite Allergy (PIAMA) birth cohort study: Design and first results

Bert Brunekreef; J Smit; Johan C. de Jongste; Herman J. Neijens; Jorrit Gerritsen; Dirkje S. Postma; Rob C. Aalberse; Laurens P. Koopman; Marjan Kerkhof; Alet H. Wijga; Rob van Strien

The Prevention and Incidence of Asthma and Mite Allergy (PIAMA) birth cohort study was initiated in 1996. Children born to allergic mothers were enrolled in a double‐blind placebo‐controlled trial for evaluating the use of mite‐impermeable mattress and pillow covers. Children born to allergic and non‐allergic mothers were enrolled in a ‘natural history’ study to assess the role of environmental and dietary risk factors for the development of allergic disease in childhood. Recruitment started by distributing a validated screening questionnaire among >10,000 pregnant women during their first visit to a prenatal health clinic. Allergic mothers‐to‐be were invited to participate in the intervention study. Allergic, and a random sample of non‐allergic, mothers‐to‐be were invited to participate in the ‘natural history’ arm of the study. In the intervention study, homes were visited before birth, 3 months after birth, and 12 months after birth for the collection of dust samples from floors and mattresses. In addition, the homes of about one‐third of the children in the ‘natural history’ part of the study were visited for dust collection when the children were 3 months of age. The intervention study started with 855 participants and the ‘natural history’ study with 3,291 participants. Follow‐up at 3 years of age has now been completed with satisfactory compliance (>90%). A medical investigation and home visit at 4 years of age are nearing completion. Preliminary results show that mite‐allergen levels were lower than found in previous Dutch studies, and that the intervention measure had a significant effect on mite‐allergen levels, without important clinical benefits up to age 2 years old. The allergic families lived in homes with fewer ‘triggers’ such as pets, smoking and carpets than the non‐allergic families, regardless of the intervention. The ongoing PIAMA cohort study will probably reveal useful information concerning effects of allergen load and reduction in the setting of a relatively low mite‐allergen exposure, as well as other variables on the development of allergic manifestions and asthma.


The Journal of Allergy and Clinical Immunology | 2011

Mode and place of delivery, gastrointestinal microbiota, and their influence on asthma and atopy.

Frederika A. van Nimwegen; John Penders; Ellen E. Stobberingh; Dirkje S. Postma; Gerard H. Koppelman; Marjan Kerkhof; Naomi E. Reijmerink; Edward Dompeling; Piet A. van den Brandt; Isabel Ferreira; Monique Mommers; Carel Thijs

BACKGROUND Both gastrointestinal microbiota composition and cesarean section have been linked to atopic manifestations. However, results are inconsistent, and the hypothesized intermediate role of the microbiota in the association between birth mode and atopic manifestations has not been studied yet. OBJECTIVES We sought to investigate the relationship between microbiota composition, mode and place of delivery, and atopic manifestations. METHODS The Child, Parent and Health: Lifestyle and Genetic Constitution Birth Cohort Study included data on birth characteristics, lifestyle factors, and atopic manifestations collected through repeated questionnaires from birth until age 7 years. Fecal samples were collected at age 1 month (n = 1176) to determine microbiota composition, and blood samples were collected at ages 1 (n = 921), 2 (n = 822), and 6 to 7 (n = 384) years to determine specific IgE levels. RESULTS Colonization by Clostridium difficile at age 1 month was associated with wheeze and eczema throughout the first 6 to 7 years of life and with asthma at age 6 to 7 years. Vaginal home delivery compared with vaginal hospital delivery was associated with a decreased risk of eczema, sensitization to food allergens, and asthma. After stratification for parental history of atopy, the decreased risk of sensitization to food allergens (adjusted odds ratio, 0.52; 95% CI, 0.35-0.77) and asthma (adjusted odds ratio, 0.47; 95% CI, 0.29-0.77) among vaginally home-born infants was only found for children with atopic parents. Mediation analysis showed that the effects of mode and place of delivery on atopic outcomes were mediated by C difficile colonization. CONCLUSION Mode and place of delivery affect the gastrointestinal microbiota composition, which subsequently influences the risk of atopic manifestations.


Environmental Health Perspectives | 2013

Air Pollution Exposure and Lung Function in Children: The ESCAPE Project.

Ulrike Gehring; Olena Gruzieva; Raymond Agius; Rob Beelen; Adnan Custovic; Josef Cyrys; Marloes Eeftens; Claudia Flexeder; Elaine Fuertes; Joachim Heinrich; Barbara Hoffmann; Johan C. de Jongste; Marjan Kerkhof; Claudia Kluemper; Michal Korek; Anna Moelter; Erica S. Schultz; Angela Simpson; Dorothea Sugiri; Magnus Svartengren; Andrea von Berg; Alet H. Wijga; Goeran Pershagen; Bert Brunekreef

Background: There is evidence for adverse effects of outdoor air pollution on lung function of children. Quantitative summaries of the effects of air pollution on lung function, however, are lacking due to large differences among studies. Objectives: We aimed to study the association between residential exposure to air pollution and lung function in five European birth cohorts with a standardized exposure assessment following a common protocol. Methods: As part of the European Study of Cohorts for Air Pollution Effects (ESCAPE) we analyzed data from birth cohort studies situated in Germany, Sweden, the Netherlands, and the United Kingdom that measured lung function at 6–8 years of age (n = 5,921). Annual average exposure to air pollution [nitrogen oxides (NO2, NOx), mass concentrations of particulate matter with diameters < 2.5, < 10, and 2.5–10 μm (PM2.5, PM10, and PMcoarse), and PM2.5 absorbance] at the birth address and current address was estimated by land-use regression models. Associations of lung function with estimated air pollution levels and traffic indicators were estimated for each cohort using linear regression analysis, and then combined by random effects meta-analysis. Results: Estimated levels of NO2, NOx, PM2.5 absorbance, and PM2.5 at the current address, but not at the birth address, were associated with small decreases in lung function. For example, changes in forced expiratory volume in 1 sec (FEV1) ranged from –0.86% (95% CI: –1.48, –0.24%) for a 20-μg/m3 increase in NOx to –1.77% (95% CI: –3.34, –0.18%) for a 5-μg/m3 increase in PM2.5. Conclusions: Exposure to air pollution may result in reduced lung function in schoolchildren. Citation: Gehring U, Gruzieva O, Agius RM, Beelen R, Custovic A, Cyrys J, Eeftens M, Flexeder C, Fuertes E, Heinrich J, Hoffmann B, de Jongste JC, Kerkhof M, Klümper C, Korek M, Mölter A, Schultz ES, Simpson A, Sugiri D, Svartengren M, von Berg A, Wijga AH, Pershagen G, Brunekreef B. 2013. Air pollution exposure and lung function in children: the ESCAPE project. Environ Health Perspect 121:1357–1364; http://dx.doi.org/10.1289/ehp.1306770


Thorax | 2003

Association of consumption of products containing milk fat with reduced asthma risk in pre-school children: the PIAMA birth cohort study

Alet H. Wijga; Henriette A. Smit; Marjan Kerkhof; J. C. de Jongste; Jorrit Gerritsen; H. J. Neijens; Hendriek C. Boshuizen; Bert Brunekreef

Background: Environment and lifestyle contribute to the development of asthma in children. Understanding the relevant factors in this relationship may provide methods of prevention. The role of diet in the development of asthma in pre-school children was investigated. Methods: Data from 2978 children participating in a prospective birth cohort study were used. Food frequency data were collected at the age of 2 years and related to asthma symptoms reported at the age of 3 years. Results: The prevalence of recent asthma at age 3 was lower in children who consumed (at age 2) full cream milk daily (3.4%) than in those who did not (5.6%) and in those who consumed butter daily (1.5%) than in those who did not (5.1%). The prevalence of recent wheeze was lower in children who consumed milk products daily (13.7%) than in those who did not (18.4%) and in children who consumed butter daily (7.7%) than in those who did not (15.4%). These effects remained in a logistic regression model including different foods and confounders (adjusted odds ratio (CI) for recent asthma: full cream milk daily v rarely 0.59 (0.40 to 0.88), butter daily v rarely 0.28 (0.09 to 0.88)). Daily consumption of brown bread was also associated with lower rates of asthma and wheeze, whereas no associations were observed with the consumption of fruits, vegetables, margarine, and fish. Conclusions: In pre-school children, frequent consumption of products containing milk fat is associated with a reduced risk of asthma symptoms.


WOS | 2013

Meta-analysis of genome-wide association studies identifies ten loci influencing allergic sensitization

Klaus Bønnelykke; Melanie C. Matheson; Tune H. Pers; Raquel Granell; David P. Strachan; Alexessander Couto Alves; Allan Linneberg; John A. Curtin; Nicole M. Warrington; Marie Standl; Marjan Kerkhof; Ingileif Jonsdottir; Blazenka Kljaic Bukvic; Marika Kaakinen; Patrick Sleimann; Gudmar Thorleifsson; Unnur Thorsteinsdottir; Katharina Schramm; Svetlana Baltic; Eskil Kreiner-Møller; Angela Simpson; Beate St Pourcain; Lachlan Coin; Jennie Hui; Eh Walters; Carla M.T. Tiesler; David L. Duffy; G. Jones; Susan M. Ring; Wendy L. McArdle

Allergen-specific immunoglobulin E (present in allergic sensitization) has a central role in the pathogenesis of allergic disease. We performed the first large-scale genome-wide association study (GWAS) of allergic sensitization in 5,789 affected individuals and 10,056 controls and followed up the top SNP at each of 26 loci in 6,114 affected individuals and 9,920 controls. We increased the number of susceptibility loci with genome-wide significant association with allergic sensitization from three to ten, including SNPs in or near TLR6, C11orf30, STAT6, SLC25A46, HLA-DQB1, IL1RL1, LPP, MYC, IL2 and HLA-B. All the top SNPs were associated with allergic symptoms in an independent study. Risk-associated variants at these ten loci were estimated to account for at least 25% of allergic sensitization and allergic rhinitis. Understanding the molecular mechanisms underlying these associations may provide new insights into the etiology of allergic disease.


The Lancet Respiratory Medicine | 2015

Blood eosinophil count and prospective annual asthma disease burden: a UK cohort study

David Price; Anna Rigazio; Jonathan D. Campbell; Eugene R. Bleecker; Christopher Corrigan; Mike Thomas; Sally E. Wenzel; Andrew Wilson; Mary Buatti Small; Gokul Gopalan; Valerie L. Ashton; Anne Burden; Elizabeth V. Hillyer; Marjan Kerkhof; Ian D. Pavord

BACKGROUND Elevated sputum eosinophil counts predict asthma exacerbations and responsiveness to inhaled corticosteroids but are impractical to measure in primary care. We investigated the relation between blood eosinophil count and prospective annual asthma outcomes for a large UK cohort. METHODS This historical cohort study used anonymised medical record data to identify primary care patients with asthma aged 12-80 years with 2 years of continuous records, including 1 year before (baseline) and 1 year after (outcome) their most recent eosinophil count. Negative binomial regression was used to compare outcome exacerbation rates and logistic regression to compare odds of asthma control for patients with blood eosinophil counts of 400 cells per μL or less versus greater than 400 cells per μL, adjusting for age, sex, body-mass index, smoking status, and Charlson comorbidity index. The study is registered at ClinicalTrials.gov, number NCT02140541. FINDINGS Overall, 20 929 (16%) of 130 248 patients had blood eosinophil counts greater than 400 cells per μL. During the outcome year, these patients experienced significantly more severe exacerbations (adjusted rate ratio [RR] 1·42, 95% CI 1·36-1·47) and acute respiratory events (RR 1·28, 1·24-1·33) than those with counts of 400 cells per μL or less. They also had significantly lower odds of achieving overall asthma control (OR 0·74, 95% CI 0·72-0·77), defined as limited reliever use and no asthma-related hospital attendance or admission, acute course of oral corticosteroids, or prescription for antibiotics. Exacerbation rates increased progressively with nine ascending categories of blood eosinophil count as compared with a reference category of 200 cells per μL or less. INTERPRETATION Patients with asthma and blood eosinophil counts greater than 400 cells per μL experience more severe exacerbations and have poorer asthma control. Furthermore, a count-response relation exists between blood eosinophil counts and asthma-related outcomes. Blood eosinophil counts could add predictive value to Global Initiative for Asthma control-based risk assessment. FUNDING Teva Pharmaceuticals.


Allergy | 2011

MeDALL (Mechanisms of the Development of ALLergy): an integrated approach from phenotypes to systems medicine

Jean Bousquet; Josep M. Antó; Charles Auffray; Mübeccel Akdis; Anne Cambon-Thomsen; Thomas Keil; T. Haahtela; Bart N. Lambrecht; Dirkje S. Postma; J. Sunyer; Rudolf Valenta; Cezmi A. Akdis; I. Annesi-Maesano; A. Arno; Claus Bachert; Ferran Ballester; Xavier Basagaña; U. Baumgartner; Carsten Bindslev-Jensen; Bert Brunekreef; Kai-Håkon Carlsen; Leda Chatzi; E. Eveno; F. Forastiere; Judith Garcia-Aymerich; Stefano Guerra; Hamida Hammad; Joachim Heinrich; D. Hirsch; Bénédicte Jacquemin

To cite this article: Bousquet J, Anto J, Auffray C, Akdis M, Cambon‐Thomsen A, Keil T, Haahtela T, Lambrecht BN, Postma DS, Sunyer J, Valenta R, Akdis CA, Annesi‐Maesano I, Arno A, Bachert C, Ballester F, Basagana X, Baumgartner U, Bindslev‐Jensen C, Brunekreef B, Carlsen KH, Chatzi L, Crameri R, Eveno E, Forastiere F, Garcia‐Aymerich J, Guerra S, Hammad H, Heinrich J, Hirsch D, Jacquemin B, Kauffmann F, Kerkhof M, Kogevinas M, Koppelman GH, Kowalski ML, Lau S, Lodrup‐Carlsen KC, Lopez‐Botet M, Lotvall J, Lupinek C, Maier D, Makela MJ, Martinez FD, Mestres J, Momas I, Nawijn MC, Neubauer A, Oddie S, Palkonen S, Pin I, Pison C, Rancé F, Reitamo S, Rial‐Sebbag E, Salapatas M, Siroux V, Smagghe D, Torrent M, Toskala E, van Cauwenberge P, van Oosterhout AJM, Varraso R, von Hertzen L, Wickman M, Wijmenga C, Worm M, Wright J, Zuberbier T. MeDALL (Mechanisms of the Development of ALLergy): an integrated approach from phenotypes to systems medicine. Allergy 2011; 66: 596–604.


American Journal of Respiratory and Critical Care Medicine | 2008

Maternal Food Consumption during Pregnancy and the Longitudinal Development of Childhood Asthma

S. M. Willers; Alet H. Wijga; Bert Brunekreef; Marjan Kerkhof; Jorrit Gerritsen; Maarten O. Hoekstra; Johan C. de Jongste; Henriette A. Smit

RATIONALE Maternal diet during pregnancy has the potential to affect airway development and to promote T-helper-2-cell responses during fetal life. This might increase the risk of developing childhood asthma or allergy. OBJECTIVES We investigated the influence of maternal food consumption during pregnancy on childhood asthma outcomes from 1 to 8 years of age. METHODS A birth cohort study consisting of a baseline of 4,146 pregnant women (1,327 atopic and 2,819 nonatopic). These women were asked about their frequency of consumption of fruit, vegetables, fish, egg, milk, milk products, nuts, and nut products during the last month. Their children were followed until 8 years of age. Longitudinal analyses were conducted to assess associations between maternal diet during pregnancy and childhood asthma outcomes over 8 years. MEASUREMENTS AND MAIN RESULTS Complete data were obtained for 2,832 children. There were no associations between maternal vegetable, fish, egg, milk or milk products, and nut consumption and longitudinal childhood outcomes. Daily consumption of nut products increased the risk of childhood wheeze (odds ratio [OR] daily versus rare consumption, 1.42; 95% confidence interval [95% CI], 1.06-1.89), dyspnea (OR, 1.58; 95% CI, 1.16-2.15), steroid use (OR, 1.62; 95% CI, 1.06-2.46), and asthma symptoms (OR, 1.47; 95% CI, 1.08-1.99). CONCLUSIONS Results of this study indicate an increased risk of daily versus rare consumption of nut products during pregnancy on childhood asthma outcomes. These findings need to be replicated by other studies before dietary advice can be given to pregnant women.

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Alet H. Wijga

Centre for Health Protection

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Dirkje S. Postma

University Medical Center Groningen

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Gerard H. Koppelman

University Medical Center Groningen

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Johan C. de Jongste

Erasmus University Rotterdam

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J. C. de Jongste

Erasmus University Rotterdam

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Jorrit Gerritsen

University Medical Center Groningen

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