Evidence of seasonal variation of childhood acute lymphoblastic leukemia in Sweden
Evidence of seasonal variation of childhood acute lymphoblastic leukemia in Sweden
Abstract BackgroundRecent molecular studies of B-cell precursor acute lymphoblastic leukemia (BCP-ALL) have started to delineate the nature and timing of genetic variants and those responsible for subsequent progression to overt leukemia. However, the etiology behind both initiation and progression remains largely unknown. Nonetheless, theories, but also epidemiological evidence, of how exposure to common infections and other microbes in our environment modulates the risk of developing childhood BCP-ALL, have emerged. In light of these theories and the well-known phenomena of seasonality in infectious disease spread, childhood ALL has been analyzed for signs of seasonal variation, with differing results. MethodsIn this study we applied the Bayesian Generalized Auto Regressive Integrated Moving Average with external variables (GARIMAX) model, adapted for count data via a negative binomial distribution, to study seasonal variation of incidence in a Swedish population-based cohort of 1601 BCP-ALL cases. The studied cases were aged 0-18 years at diagnosis and identified from the Swedish Childhood Cancer Registry (SCCR). Also, two subgroups of BCP-ALL represented by the most abundant genetic subtypes, ETV6/RUNX1 and HeH respectively, were analyzed accordingly. All analyses were performed in two stages. The first stage identified the presence of the repeatable pattern using harmonic functions, and the second stage consisted of the identification of the peak months in the series. ResultsAn informative seasonal variation in BCP-ALL incidence numbers, displaying a peak in August and September, was detected in the total cohort of 1601 individuals. No seasonality was detected analyzing the subtype groups HeH and ETV6/RUNX1 positive BCP-ALL, respectively. ConclusionThe manifested seasonality in BCP-ALL with a peak in August-September may suggest that the prolonged period of minimal viral spread during Swedish summer vacation causes a temporary halt in the last step of progression to overt disease and consequently an accumulated number of cases presenting in August-September.
Ponten Emeli、J?rnsten Rebecka、Heyman Mats、Nordgren Ann、Engsner Niklas、Stranneg?rd Claes、Bychkov Gleb、Bang Benedicte、Tettamanti Giorgio、Nordenvall Anna Skarin、Albert Jan
Department of Molecular Medicine and Surgery, Center for Molecular Medicine, Karolinska InstitutetMathematical Sciences, University of Gothenburg and Chalmers University of TechnologyDepartment of Women?ˉs and Children?ˉs Health, Karolinska InstitutetDepartment of Molecular Medicine and Surgery, Center for Molecular Medicine, Karolinska Institutet||Clinical Genetics, Karolinska University Hospital||Department of Clinical Genetics and Genomics, Sahlgrenska University Hospital||Institute of Biomedicine, Department of Laboratory Medicine, University of GothenburgDepartment of Molecular Medicine and Surgery, Center for Molecular Medicine, Karolinska Institutet||Computer Science and Engineering, Chalmers University of TechnologyDepartment of Molecular Medicine and Surgery, Center for Molecular Medicine, Karolinska Institutet||Applied Information Technology, University of GothenburgDepartment of Molecular Medicine and Surgery, Center for Molecular Medicine, Karolinska InstitutetDepartment of Molecular Medicine and Surgery, Center for Molecular Medicine, Karolinska InstitutetDepartment of Molecular Medicine and Surgery, Center for Molecular Medicine, Karolinska Institutet||Unit of Epidemiology, Institute of Environmental Medicine, Karolinska University HospitalDepartment of Molecular Medicine and Surgery, Center for Molecular Medicine, Karolinska Institutet||Department of Radiology, Karolinska University HospitalDepartment of Microbiology, Tumor and Cell Biology, Karolinska Institutet||Department of Clinical Microbiology, Karolinska University Hospital
医学研究方法儿科学肿瘤学
acute lymphoblastic leukemiaALLseasonal variation
Ponten Emeli,J?rnsten Rebecka,Heyman Mats,Nordgren Ann,Engsner Niklas,Stranneg?rd Claes,Bychkov Gleb,Bang Benedicte,Tettamanti Giorgio,Nordenvall Anna Skarin,Albert Jan.Evidence of seasonal variation of childhood acute lymphoblastic leukemia in Sweden[EB/OL].(2025-03-28)[2025-08-02].https://www.medrxiv.org/content/10.1101/2023.02.12.23285595.点此复制
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