Impact of temperature on patient-derived dengue virus breakthrough infections in wMel-infected Aedes aegypti.

da Silva Goncalves, D.; Vi, T. T.; Loterio, R. K.; Nhu, T. V.; Trang, X. H. T.; Giang, T. N.; Van Huynh, T. T.; Huynh, L.; Dui, T. L.; Long, V. T.; Huynh, H. L. A.; Nguyen, T. T. V.; Nguyen, P. T.; Yacoub, S.; Anders, K. L.; Flores, H.; Simmons, C.; Fraser, J. E.

doi:10.64898/2026.04.13.718183

bioRxiv · 10.64898/2026.04.13.718183

Impact of temperature on patient-derived dengue virus breakthrough infections in wMel-infected Aedes aegypti.

da Silva Goncalves, D.·Vi, T. T.·Loterio, R. K.·Nhu, T. V.·Trang, X. H. T.·Giang, T. N.·Van Huynh, T. T.·Huynh, L.·Dui, T. L.·Long, V. T.·Huynh, H. L. A.·Nguyen, T. T. V.·Nguyen, P. T.·Yacoub, S.·Anders, K. L.·Flores, H.·Simmons, C.·Fraser, J. E.

View original source ↗Export metadata ↓

Abstract

The wMel strain of the insect endosymbiont Wolbachia reduces the potential for Aedes aegypti to transmit mosquito-borne viruses such as dengue (DENV). Field trials that have introgressed wMel into Ae. aegypti populations have shown this approach significantly reduces dengue incidence. In a laboratory setting some wMel-Ae. aegypti develop infectious saliva following a viremic blood meal. Additionally, studies have demonstrated that exposing wMel-Ae. aegypti to heat treatment, particularly during the larval stage, reduces wMel density in key tissues such as the ovaries, midgut and salivary glands. Here we build on these studies, using viremic blood collected from 13 dengue inpatients at the Hospital for Tropical Diseases in Ho Chi Minh City (Viet Nam), to assess how temperature affects the protection afforded to Ae. aegypti by wMel. We found that, compared to wMel-Ae. aegypti reared at 28 {+/-} 4{degrees}C, those reared at 31 {+/-} 4{degrees}C developed infectious saliva more frequently, but the risk of this occurring was still reduced compared to WT mosquitoes reared at the same temperature. Heat treatment reduced the density of wMel in all tissues tested, decreased the magnitude of wMels protection against DENV replication in the head/thorax, and significantly increased the amount of DENV replication in wMel-Ae. aegypti. When comparing cohorts of wMel-Ae. aegypti that did or did not develop infectious saliva, DENV levels in the head/thorax were associated with increased odds of mosquitoes developing infectious saliva, but wMel density was not. Overall, these findings show that elevated rearing temperatures increase the risk of patient-derived DENV breakthrough infections in wMel-Ae. aegypti, potentially due to increased DENV replication in these mosquitoes. This limitation suggests it would be prudent to increase surveillance in regions using wMel for dengue control when daily mean temperatures remain above 30{degrees}C for multiday periods. Author SummaryThe mosquito species Ae. aegypti can be infected with the bacterium Wolbachia (wMel strain), reducing its capacity to transmit viruses like dengue (DENV). Wolbachia is now being used as a biocontrol tool to reduce the burden of dengue in communities. However, some mosquitoes with Wolbachia can still transmit DENV. Here we utilised a natural infection model using dengue patient-derived blood to examine how temperature may increase the risk of DENV transmission occurrence in mosquitoes with wMel. Mosquitoes with wMel were more likely to transmit virus when reared at an average temperature of 31{degrees}C compared to those reared at an average temperature of 28{degrees}C but these mosquitoes still had a lower risk of developing infectious saliva compared to their wMel-free counterparts. Higher temperatures reduced the amount of wMel in mosquito tissues and increased the amount of DENV replicating in the head/thorax. Increasing levels of DENV RNA in these tissues were found to be associated with increased risk of mosquitoes with wMel developing infectious saliva. This finding indicates surveillance is warranted in high temperature settings or during heat waves, to monitor for changes in wMel frequency and DENV infection in Ae. aegypti.

Explore related subjects

microbiology Preprint

Keep this discovery

Explore connections, maps & timelines

BibTeX RIS

da Silva Goncalves, D., Vi, T. T., Loterio, R. K., Nhu, T. V., Trang, X. H. T., Giang, T. N., Van Huynh, T. T., Huynh, L., Dui, T. L., Long, V. T., Huynh, H. L. A., Nguyen, T. T. V., Nguyen, P. T., Yacoub, S., Anders, K. L., Flores, H., Simmons, C., Fraser, J. E.. 2026-04-16. Impact of temperature on patient-derived dengue virus breakthrough infections in wMel-infected Aedes aegypti.. https://doi.org/10.64898/2026.04.13.718183

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

bioRxiv2026

A population-scale landscape of the subgingival microbiome reveals divergent routes to periodontal dysbiosis

Periodontitis is an archetypical mucosal inflammatory disease in which microbiome dysbiosis at the tooth-epithelial interface interacts with host genetic and behavioral risk factors to drive immune-mediated tissue destruction. Although subgingival microbiome compositional shifts are thought to parallel disease severity, microbiome variation at the population-level and its relationship to periodontal clinical phenotypes and disease-modifying factors remain poorly defined. Here, we use unsupervised manifold learning to map the compositional landscape of the subgingival microbiome in 1,355 adults spanning periodontal health to severe periodontitis. We identified eight latent microbiome states organized along a branching continuum from eubiosis to dysbiosis. An intermediate microbial configuration marked ecological destabilization and bifurcation into two distinct periodontitis-associated dysbiotic trajectories, distinguished by links to gingival inflammation and smoking. Although the microbiome trajectories broadly tracked periodontal destruction, a minority of individuals showed discordant microbiome-clinical phenotypes, with some individuals with periodontitis retaining otherwise eubiotic microbiomes enriched for low-abundance pathobionts, while some cases of health or mild disease had highly dysbiotic communities, suggesting distinct host susceptibility. Together, these findings define a population-scale ecological landscape of the subgingival microbiome, reveal divergent trajectories to periodontal dysbiosis, and highlight heterogeneity in the relationship between microbial community structure and clinical disease expression.

microbiology↗

bioRxiv2026

Rapid and largely reversible shifts in the canine fecal metabolome during dietary change

Diet can rapidly change the fecal metabolome, but less is known about recovery after the original diet is restored. We used untargeted UPLC-MS metabolomics to analyze 72 fecal samples from nine Pumi dogs during an owner-managed switch from dry food to raw food and back to dry food. Diet phase accounted for a large proportion of variation in both ionization modes. More than 13,000 LC-MS features changed at the first sampling point after the switch to raw food, with a similarly large response after return to dry food. Among features significant in both comparisons, more than 99% changed in opposite directions. At the final sampling point, no positive-mode (ESI+) features and only 13 negative-mode (ESI-) features differed from the second dry-food baseline under the same threshold. BARF-associated patterns persisted in analyses excluding individual dogs and in pedigree-adjusted candidate models, although individual feature effects depended on normalization. Putative metabolites from several biochemical classes differed in their response and recovery. The fecal metabolome therefore changed rapidly and returned largely toward baseline, with differences among dogs.

microbiology↗

bioRxiv2026

Taxonomic and functional concordance between full-length ONT 16S and ONT shotgun metagenomics in the canine gut microbiome

Background: Full-length Oxford Nanopore Technologies (ONT) 16S rRNA sequencing provides a scalable view of microbial community composition and can support phylogeny-based functional prediction, but it is not equivalent to shotgun metagenomics. We asked which biological conclusions are preserved when the same canine fecal specimens are profiled by full-length ONT 16S and ONT whole-genome shotgun (WGS) sequencing, and how their agreement depends on analytical scale, reference representation and classifier. Methods: Ninety-seven fecal specimens from 51 dogs were profiled with both assays from the same DNA extract. Functional profiles predicted from NanoASV/NanoPredict with PICRUSt2 were compared with WGS-supported KEGG Ortholog (KO) profiles generated by Kadath. Taxonomy was benchmarked in a source-genome-matched RefSeq universe and in a host-specific DogMAG universe using minitax and Kraken2. Agreement was evaluated at whole-profile, feature-abundance, detection, between-sample structure and biological-inference scales. Age-associated transfer was assessed with dog-aware continuous mixed models, grouped signed-score analyses and paired/dog-blocked PERMANOVA. Results: Functional whole-profile concordance was high: median within-sample CLR Spearman correlations ranged from 0.781 to 0.860 across developmental strata, while between-sample functional structure remained significant by Mantel (rho=0.543) and Procrustes (r=0.693; both p=0.001). Feature-wise transfer was substantially weaker (median KO-wise CLR Spearman=0.318). Continuous age-associated KO slopes showed substantial cross-assay concordance (Spearman=0.727; signed-score Spearman=0.753; direction agreement=77.9%), although 1,290/5,258 eligible KOs retained significant assay-by-age interactions. Taxonomically, exact genus/species abundance agreement was much lower than agreement in between-sample ecological structure. Host-specific DogMAG improved species-level median Spearman from 0.261 to 0.656 for minitax SpeciesEstimate and from 0.181 to 0.512 for Kraken2. The classifier effect was independent of reference choice: under both RefSeq and DogMAG, minitax yielded stronger 16S-WGS concordance than Kraken2, with all eight prespecified RefSeq paired genus/species endpoints and all 10 DogMAG primary paired endpoints significant after BH correction. The same ordering extended to developmental inference, with DogMAG genus/species age-slope concordance of 0.795/0.799 for SpeciesEstimate versus 0.693/0.702 for Kraken2. Taxonomic Aitchison PERMANOVA detected age-associated structure in every assay/reference/classifier/rank combination, whereas age-by-assay interactions were consistently significant but small (R2 approximately 1.1 to 2.2%). Stricter NanoASV identity thresholds removed substantial 16S abundance without improving species-level agreement. Conclusions: The extent of cross-assay agreement depends on the level of analysis. Full-length ONT 16S preserves broad functional organization, ecological structure and much of the direction of age-associated change, but exact fine-rank composition, individual-feature abundance and effect magnitude remain assay dependent. Host-specific reference representation substantially narrows the taxonomic gap, and classifier choice exerts an additional independent effect: within the same matched reference set, minitax consistently yields stronger 16S-WGS concordance than Kraken2 across abundance, detection, ecological-distance and developmental-inference endpoints. Full-length ONT 16S is therefore well suited to broad ecological screening and hypothesis generation, whereas WGS remains preferable when conclusions depend on quantitative fine-rank composition, directly supported gene content or precise feature-level effect estimates.

microbiology↗