Search bioRxiv⌕ Search

Biology subjects

Goya, S.

Publications and source records attributed to Goya, S..

6 recordsLinked to original sources

H5N5 virus transmission is driven by repeated cross-Atlantic introductions and transmission among high latitude seabirds

In November 2025, the first global H5N5 infection was reported in a person in Washington State. Previously, these viruses had only been detected in seabirds and shorebirds near the Atlantic Ocean, suggesting potentially distinct ecology from dominant H5N1 strains. Using 354 global H5N5 genomes, we show that H5N5 viruses have been carried by high latitude seabirds and shorebirds across the Atlantic at least 9 times, with introductions more frequent in the fall and spring. We reconstruct a plausible path of cross-continental movement via Arctic or sub-Arctic regions, followed by a year of cryptic circulation prior to human spillover. These data show that H5N5 viruses have undergone far more intercontinental movements than previously recognized, and exhibit host and geographic patterns that are fundamentally distinct from dominant H5N1 lineages. The distinct host ecology, geography, and movement, paired with the capacity to infect a person, suggest that enhanced surveillance may be warranted.

evolutionary biology↗

Single-Amplicon Sequencing of Coding-Complete Enteroviruses and Rhinoviruses Genomes from Clinical Specimens

Rhinoviruses and enteroviruses are among the most frequently detected respiratory viruses, yet routine diagnostics do not report species or genotype, and standard VP1 genotyping cannot resolve transmission chains or recombination. Recovering sequence beyond VP1 currently requires probe-based enrichment, deep metagenomic sequencing, or several overlapping amplicons. We developed a single-amplicon PCR and sequencing workflow that generates coding-complete genomes from both enteroviruses and rhinoviruses in a single reaction. We evaluated the protocol on 140 rhinovirus-positive respiratory specimens and a panel of 41 isolates spanning 26 enterovirus A-D types, comparing it with hybridization capture sequencing and relating its performance to viral load measured by RT-qPCR and droplet digital RT-PCR. Single-amplicon sequencing recovered 116 high-quality rhinovirus genomes, across 57 rhinovirus genotypes, compared with 113 from hybridization capture. Single-amplicon sequencing was associated with higher fidelity and more uniform sequencing depth compared to hybridization capture. The same primer configuration also recovered two unexpected coxsackieviruses (A6 and A16) from rhinovirus-positive clinical specimens, and the expected polyprotein-coding sequences from all 40 enterovirus isolates tested. Recovery increased with viral abundance, and a visible amplicon band predicted sequencing success. Single-amplicon sequencing reagents cost approximately three-fold less per sample than hybridization capture ($30 versus $85) and required one-third as much time. These findings support single-amplicon sequencing as a simple, cost-effective approach for genomic surveillance of enteroviruses and rhinoviruses from clinical specimens.

genomics↗

Integration of an anellovirus genome in the SKNO-1 acute myeloid leukemia cell line

Anelloviruses are highly diverse, ubiquitous single-stranded DNA viruses whose replication, cellular reservoirs, and mechanisms of persistence remain poorly understood. Here, we identify and characterize a Alphatorquevirus homin 29 genome stably integrated into an rDNA locus of human chromosome 21 in the acute myeloid leukemia cell line SKNO-1. Large-scale mining of NCBI Sequence Read Archive datasets revealed unusually high anellovirus k-mer abundance specifically in sequencing runs of the SKNO-1 cell line from multiple laboratories. De novo assembly of RNA-seq data recovered a 3.25 kb viral genome, and long-read PacBio sequencing confirmed its integration within the RNA45SN2 gene on human chromosome 21. Digital droplet PCR (ddPCR) quantified [~]0.5 viral genomes per cell, and RT-ddPCR detected transcripts from ORF1 and viral terminal repeats, consistent with transcription of the integrant. The ORF1 coding sequence encoded for a truncated but structurally conserved capsid protein retaining jelly roll and P-domain features but lacking the C-terminal domain. Analysis of public ChIP-seq data from the SKNO-1 cell line demonstrated broad occupancy of the BRD4 transcriptional coactivator across the viral genome along with focal enrichment of hematopoietic ETS family transcription factors within the integrants [~]300 bp untranslated region upstream of viral open reading frames. Together, these findings demonstrate stable integration, chromatin accommodation, and transcriptional maintenance of an Alphatorquevirus in a human leukemia cell line, providing a unique model to study host tolerance and transcriptional regulation of anellovirus DNA and informing our understanding of anellovirus hematopoietic cell tropism. IMPORTANCEAnelloviruses are a curious group of highly genetically diverse single-stranded DNA viruses that have been found ubiquitously among humans and are hypothesized to be a potential commensal human virus. Their omnipresence has been matched only by the dearth of our understanding of their basic biological processes - how they persist, how they replicate, and how they spread. Here we identify a naturally integrated Alphatorquevirus genome in the widely used AML cell line SKNO-1 and show that it is stably maintained, transcribed, and embedded within a rDNA locus on human chromosome 21. This discovery highlights the ability to anelloviruses to integrate into human DNA, generates hypotheses around transcription factors used in anellovirus gene transcription, and suggests anelloviruses can persist in myeloblasts.

genomics↗

Automated Annotation and Validation of Human Respiratory Virus Sequences using VADR

Accurate annotation of viral genomes is essential for reliable downstream analysis and public data sharing. While NCBIs Viral Annotation DefineR (VADR) pipeline provides standardized annotation and quality control, it only supports six viral groups to date. Here, we developed and validated 12 new reference sequence-based VADR models targeting key human respiratory viruses: measles virus, mumps virus, rubella virus, human metapneumovirus, human parainfluenza virus types 1-4, and seasonal coronaviruses (229E, NL63, OC43, HKU1). Model construction was guided by a comprehensive analysis of intra-species genomic and phylogenetic diversity, enabling the development of genotype-specific models associated with reference genomes that defined expected genome structure and annotation. Models were trained on 5,327 publicly available complete viral genomes and tested on 372 viral genomes not yet submitted to GenBank. VADR passed 96.3% of publicly available viral genomes and 98.1% of viral genomes not in the training set, correctly identifying overlapping ORFs, mature peptides, and transcriptional slippage as well as genome misassemblies. VADR detected novel viral biology including the first reported HCoV-OC43 NS2 knockout in a human infection and novel G and SH coding sequence lengths in human metapneumovirus. These VADR models are publicly available and are used by NCBI curators as part of the GenBank submission pipeline, supporting high-quality, scalable viral genome annotation for research and public health.

bioinformatics↗

Clinical performance evaluation of a tiling amplicon panel for whole genome sequencing of respiratory syncytial virus

Accurate genomic characterization of respiratory syncytial virus (RSV) is crucial for studies of epidemiology and viral evolution, and monitoring potential escape from newly authorized vaccines and antivirals. We adapted a viral whole genome tiling amplicon panel (UW-ARTIC) and developed a custom bioinformatic pipeline for high-throughput, cost-effective sequencing of RSV-A and RSV-B. We established genome acceptability criteria and determined the performance characteristics of the panel including assay sensitivity, specificity, breadth of genome recovery, accuracy, and precision using contrived and remnant clinical specimens. High-quality genomes (>95% genome completeness; >500X and >1000X average depth for whole genome and fusion gene respectively) were recovered from samples with Ct [≤] 30 ([~]594 and 2,004 copies per reaction for RSV-A and RSV-B respectively). Minor variants were accurately identified in sample mixtures of 5:95 and higher. The assay showed high accuracy when compared against Sanger, shotgun metagenomic, and hybridization capture-based sequencing; and high repeatability and reproducibility. The UW-ARTIC RSV panel has utility in genomic surveillance, clinical and research applications. It has been used to generate FDA-reportable data for clinical trials of RSV antiviral products, with robust performance characteristics in samples from around the globe from as recently as the 2023/24 season. Continued genomic surveillance and future updates to primer sets will be essential for continued recovery of genomes as RSV continues to evolve.

genomics↗

Within-host rhinovirus evolution in upper and lower respiratory tract highlights capsid variability and mutation-independent compartmentalization

BackgroundHuman rhinovirus (HRV) infections can progress from the upper (URT) to lower (LRT) respiratory tract in immunocompromised individuals, causing high rates of fatal pneumonia. Little is known about how HRV evolves within hosts during infection. MethodsWe sequenced HRV complete genomes from 12 hematopoietic cell transplant patients with prolonged infection for up to 190 days from both URT (nasal wash, NW) and LRT (bronchoalveolar lavage, BAL) specimens. Metagenomic (mNGS) and amplicon-based NGS were used to study the emergence and evolution of intra-host single nucleotide variants (iSNVs). ResultsIdentical HRV intra-host populations in matched NW and BAL specimens indicated no genetic adaptation is required for HRV to progress from URT to LRT. Microbial composition between matched NW and BAL confirmed no cross-contamination during sampling procedure. Coding iSNVs were 2.3-fold more prevalent in capsid over non-structural genes, adjusted for length. iSNVs modeled onto HRV capsid structures were significantly more likely to be found in surface residues, but were not preferentially located in known HRV neutralizing antibody epitopes. Newly emergent, serotype-matched iSNV haplotypes from immunocompromised individuals from 2008-2010 could be detected in Seattle-area community HRV sequences from 2020-2021. ConclusionHRV infections in immunocompromised hosts can progress from URT to LRT with no specific evolutionary requirement. Capsid proteins carry the highest variability and emergent mutations can be detected in other, including future, HRV sequences.

microbiology↗