Association between objectively assessed physical activity and kidney function among female agricultural workers in hot environments in Spain

Sarah Koch ORCID logo ; Joren Buekers ORCID logo ; Ana Espinosa ORCID logo ; Juan Gómez-Salgado ORCID logo ; Gabriel Pombo ; Loes Werkman ; Lourdes Arjona ; Ali Al Rashed ORCID logo ; Ben Caplin ORCID logo ; Manolis Kogevinas ORCID logo ; +7 more... Francisco Brocal-Fernandez ORCID logo ; Amin Oomatia ORCID logo ; Neil Pearce ORCID logo ; Oriana Ramirez-Rubio ; Carlos Ruíz-Frutos ORCID logo ; Judith Garcia-Aymerich ORCID logo ; Cristina O'Callaghan-Gordo ; (2025) Association between objectively assessed physical activity and kidney function among female agricultural workers in hot environments in Spain. Environmental research, 276. p. 121420. ISSN 0013-9351 DOI: 10.1016/j.envres.2025.121420
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Background: Physical activity in hot environments has been associated with impaired kidney function. We aimed to quantify the association between occupational physical activity and kidney function over one work shift in female agricultural workers exposed to environmental heat. Methods: We measured occupational physical activity in female berry pickers in Huelva, Spain, using movement intensity, based on vector magnitude units (VMU), and heart rate (HR). For both, we calculated the mean (VMU_mean; HR_mean), standard deviation (VMU_sd; HR_sd), and 3-min 95 the percentile (VMU_p95; HR_p95). Environmental heat in greenhouses was estimated using wet bulb globe temperature (WBGT). Kidney function and injury were quantified using pre- and post-shift differences in serum creatinine (SCr_dif), Cystatin C (Cystatin C_dif) and neutrophil gelatinase associated lipocalin (NGAL_dif), respectively. Acute Kidney Injury (AKI) was defined as an increase in post-shift serum creatinine of ≥0.3 mg/dl, or ≥1.5 times pre-shift levels. Heat strain was estimated using the ISO 7933:2004 index. We used linear and logistic regressions. Results: Ninety women aged 37.4 ± 5.7 years were exposed to a mean WBGT of 25.2 (±3.6)°C and light intensity physical activity (HR_mean of 94 (±9)bpm). Of those, 26 % experienced heat strain, 68 % were dehydrated, and 7 % presented with AKI at the end of the shift. Higher VMU_sd was associated with higher Scr_dif (β: 0.029 (95 % CI: 0.00; 0.058) and meeting the threshold for AKI (OR: 1.6 (95 % CI: 0.8; 3.2)). We observed higher NGAL_dif with higher VMU_mean (β: 1.944 (95 % CI: 0.139; 3.748)) per 100 VMU_mean increase. The positive association between HR_mean and SCr_dif was stronger among women with heat strain (interaction p = 0.033). Conclusions and relevance: In female harvest workers, high means and variations in VMU over a single one shift worked under hot conditions were associated with kidney injury, as assessed by urinary biomarkers, though there is limited evidence for any change in kidney function. Precautiously, large changes in physical activity intensity over one work shift should be avoided to protect from renal injury.

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