A map of the historical spread of Cyclospora cayetanensis with a focus on the United States of America (USA)
Janies, D.; Guirales-Medrano, S.; Santos Silva, A. C. D.; Ford, C. T.
Show abstract
Cyclospora cayetanensis causes significant seasonal foodborne illness, characterized by recent large-scale nationwide outbreaks. We are currently experiencing the largest recorded outbreak in USA history during the summer of 2026. The summer 2026 outbreak emphasizes the urgent need for enhanced surveillance of infectious diseases. In this study, we use phylogenetic network analysis via the StrainHub framework to reconstruct the historical spread of C. cayetanensis in the USA using only mitochondrial sequence data and place of isolation metadata collected from 1997 to 2022. By quantifying parasite importation to localities through the metric indegree centrality, we identify Texas as a primary sink for C. cayetanensis introduction. Our finding aligns with historical epidemiologic investigations such as the 2013 multistate outbreak. While our model demonstrates the efficacy of reconstructing transmission pathways from molecular data alone, it also reveals critical surveillance gaps, particularly the masking of geographic origins in public datasets and the current absence of molecular data for the 2026 event. Moving forward, integrating real-time molecular surveillance with robust network analysis is essential to shift from reactive to proactive intervention strategies. We conclude that improved data sharing and reporting across food, clinical, and farm sectors are vital for disrupting transmission cycles of parasites. This work will protect public health and ensure a fresh clean supply of key foods for the nutrition of Americans.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Downgrading disease transmission risk estimates using terminal importations 93%
- Prevalence of Campylobacter and non-typhoidal Salmonella along broiler chicken production and distribution networks, Vietnam 93%
- Modelling geospatial distributions of the triatomine vectors of Trypanosoma cruzi in Latin America 92%
Similar papers in this journal
- Genomic Characterization of a Locally Transmitted Leishmania mexicana Isolate from Texas 91%
- Urban versus rural prevalence of intestinal parasites using multi-parallel qPCR in Colombia 91%
- Spatiotemporal tools for emerging and endemic disease hotspots in small areas--an analysis of dengue and chikungunya in Barbados, 2013 - 2016 91%
Similar papers in this journal
- Multistate Animal-Contact-Related Nontyphoidal Salmonella enterica Outbreaks in the United States, 2009-2022: Network and Machine Learning Analyses of Exposure Sources, Settings, and Serovars 93%
- Efficient Surveillance and Temporal Calibration of Disease Response 92%
- Transmission network reconstruction for foot-and-mouth disease outbreaks incorporating farm-level covariates 92%
Similar papers in this journal
- Bridging the gap: Using reservoir ecology and human serosurveys to estimate Lassa virus spillover in West Africa 92%
- Quantifying epidemiological drivers of gambiense human African Trypanosomiasis across the Democratic Republic of Congo 91%
- DENcode: A model for haplotype-informed transmission probability of dengue virus 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.