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The harmful diatom Pseudo-nitzschia produces the neurotoxin domoic acid (DA), threatening human health and seafood safety in a changing climate. However, global patterns of Pseudo-nitzschia abundance and the responses of DA production to underlying environmental drivers remain poorly understood, hindering accurate projections of their responses to environmental change. Using global meta-omics data from Tara Oceans, alongside field survey data from the Chinese coasts and the Southern Ocean, we present the first evidence that four of the most toxic species-Pseudo-nitzschia multiseries, Pseudo-nitzschia multistriata, Pseudo-nitzschia delicatissima, and Pseudo-nitzschia pungens-are prevalent not only in coastal ecosystems but also in open ocean environments, spanning from pole to pole. We identify rising temperatures are recognized as a key driver of Pseudo-nitzschia's spatial distribution, DA production, and biosynthetic metabolism. Global models suggest that by 2100, under the SSP2-4.5 climate scenario, the abundance of P. multiseries will increase by approximately 75.4%, while toxin production will be even more significantly enhanced, rising by up to 200.4%. This study significantly expands the known global distribution of these neurotoxin-producing diatoms and predicts their increasing prevalence and toxicity under future global changes.
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http://dx.doi.org/10.1111/gcb.70384 | DOI Listing |
J Med Internet Res
September 2025
Department of Information Systems and Cybersecurity, The University of Texas at San Antonio, 1 UTSA Circle, San Antonio, TX, 78249, United States, 1 (210) 458-6300.
Background: Adverse drug reactions (ADR) present significant challenges in health care, where early prevention is vital for effective treatment and patient safety. Traditional supervised learning methods struggle to address heterogeneous health care data due to their unstructured nature, regulatory constraints, and restricted access to sensitive personal identifiable information.
Objective: This review aims to explore the potential of federated learning (FL) combined with natural language processing and large language models (LLMs) to enhance ADR prediction.
PLoS Negl Trop Dis
September 2025
Swiss Tropical and Public Health Institute, Allschwil, Switzerland.
Background: Soil-transmitted helminth (STH) infections remain a public health problem in Uganda despite biannual national deworming campaigns implemented since the early 2000s. Recent surveys have indicated a heterogeneous STH infection prevalence, suggesting that the current blanket deworming strategy may no longer be cost-effective. This study identified infection predictors, estimated the geographic distribution of STH infection prevalence by species, and calculated deworming needs for school-age children (SAC).
View Article and Find Full Text PDFPLoS One
September 2025
Department of Social Medicine and Health Management, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Background: Antimicrobial resistance is a globally recognised public health threat. In rural China, antibiotic use is common for acute respiratory infections (ARIs), which include symptoms such as coughing and fever that are most likely viral infections but with a small proportion as bacterial infections. This study aims to evaluate the effectiveness of a comprehensive intervention based on C-reactive protein and serum amyloid A point-of-care testing (CRP&SAA POCT) in reducing the inappropriate use of antibiotics for ARIs in Chinese village clinics.
View Article and Find Full Text PDFPLoS Negl Trop Dis
September 2025
Global Health Institute, University of Antwerp, Antwerp, Belgium.
Background: A high onchocerciasis disease burden and a low coverage of community-directed treatment with ivermectin (CDTI) have been observed in many parts of South Sudan. In the Maridi County, CDTI was re-introduced in 2017 and various interventions implemented to improve coverage.
Methods: Through successive community-based surveys, we investigated whether an onchocerciasis awareness campaign and a switch from annual to bi-annual distribution of ivermectin in Maridi County increased CDTI coverage.
JAMA Netw Open
September 2025
Department of Social Epidemiology, Graduate School of Medicine and School of Public Health, Kyoto University, Kyoto, Japan.
Importance: Previous studies have suggested that social participation helps prevent depression among older adults. However, evidence is lacking about whether the preventive benefits vary among individuals and who would benefit most.
Objective: To examine the sociodemographic, behavioral, and health-related heterogeneity in the association between social participation and depressive symptoms among older adults and to identify the individual characteristics among older adults expected to benefit the most from social participation.