Search bioRxiv⌕ Search

bioRxiv · 10.64898/2026.02.06.704329

A dual-clam species 63K SNP array for sustainable production and conservation of wild resources

Abstract

Bivalves play an essential role in coastal ecosystems and their aquaculture represents an important economic sector in Europe playing a pivotal role within the EU Blue Growth Strategy. Among clam species, the Manila clam, Ruditapes philippinarum, and the grooved carpet shell, R. decussatus, are within the top five species in terms of production volume and economic value. In this study we designed and validated the first medium-density 63K single nucleotide polymorphism (SNP) array for these two commercially important species. By leveraging a new chromosome-level genome assembly for R. philippinarum and that of R. decussatus, we identified over 300 million SNPs through whole-genome resequencing and genotyping-by-sequencing strategies. After stringent filtering, we selected 49,392 high-quality SNPs for R. philippinarum and 14,193 for R. decussatus to construct a dual-species array. Array validation was carried out by genotyping 384 individuals across multiple wild populations and hatchery samples, demonstrating excellent performance, with 67.7% and 67.5% of SNPs classified as high-quality polymorphic markers for R. philippinarum and R. decussatus, respectively. Minor allele frequency, missing data rate, and inter-marker distance met stringent quality thresholds, confirming the array robustness for clam population genetics. Parentage analysis in R. philippinarum families highlighted significant power for pedigree reconstruction in breeding programs. This publicly available genomic resource provides a reliable, cost-effective genotyping platform to enable population genomics and advanced selective breeding, genome-wide association studies, and genetic monitoring, ultimately strengthening management of genetic diversity and sustainable farming for two key clam species.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Gallo, M., Babucci, M., Fernandez, S., Bean, T., Dalla Rovere, G., Smits, M., Penaloza, C., Houston, R., Woolley, S., Cicala, F., Franch, R., Ferraresso, S., Nai, I., Patarnello, T., Omele, A. E., Blanco, A., Sambade, I., Martinez, P., Bargelloni, L., Milan, M., Peruzza, L.. 2026-02-06. A dual-clam species 63K SNP array for sustainable production and conservation of wild resources. https://doi.org/10.64898/2026.02.06.704329

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

KEEP EXPLORING

Related preprints

Structural variation in repeat elements is widespread in normal human tissues and in tumorigenesis

Somatic mosaicism contributes to genomic variation, yet postzygotic structural variants remain under-characterized. We performed long- and short-read WGS from multiple individuals (n=47 normal tissues; n=168 samples) and identified mosaic structural variants in all individuals and germ layers, impacting a median 285.2 kb/genome. Nearly half of breakpoints were independently validated, with tissue distributions reflecting both early and late developmental origins. Most mosaic variants were repeat-mediated and 8.3% overlapped functional elements, an enrichment compared to germline variants. To extend these analyses in samples where long-read sequencing is infeasible, we measured repeat alterations from short-read sequencing, recapitulating mosaic tissue-specific differences. We characterized tumor- and tissue- specific variation in repeats across 15 cancer types and found tumor-related repeat variation to be similar in scale to that of normal mosaic variation. Tracking repeat changes in cell-free DNA provided a noninvasive approach for tumor monitoring. Our analyses revealed widespread repeat-driven structural variation in health and disease.

genomics↗

RNA isoform-resolved multiplexed sequencing with bioorthogonal barcoding

RNA isoform dysregulation drives disease pathogenesis and is the target of FDA-approved splice-switching therapeutics. However, multiplexed sequencing methods discard splice junction information because only 3' termini are barcoded and counted. Here, we repurpose acylation and click chemistries to conjugate bioorthogonal barcodes (bobcodes) directly onto multiple internal positions along cellular RNAs. Bobcoded RNAs from multiple samples are pooled for multiplexed cDNA synthesis, during which reverse transcriptase switches from each RNA template onto its tethered bobcode with greater than 99% accuracy in species mixing experiments. Bobcode attachment intervals set cDNA insert sizes without a library fragmentation step, and priming with poly(dT) or random hexamers selects between 3'-end counting and full-length isoform capture. A bioorthogonal barcode-sequencing (BOB-seq v0.1) drug screen identifies transcriptome-wide on- and off-target RNA splicing effects and outperforms existing multiplexing RNA sequencing methods in workflow simplicity, sample-to-sample variability, and barcoding accuracy. Bobcodes add isoform resolution to scalable multiplexed RNA sequencing.

genomics↗

Structural polymorphism and population-variable coding capacity of HERV-K(HML-2) in human pangenomes

Approximately 8% of the human genome is derived from ancient retroviral infections. The most recently integrated of these endogenous retroviruses is the HERV-K(HML-2) clade, whose expression has been associated with cancer, amyotrophic lateral sclerosis, and embryogenesis. Studies of HERV expression, particularly HML-2, have relied predominantly on short-read sequencing. However, the high similarity among HML-2 proviruses prevents many short reads from being assigned uniquely to individual loci. We therefore compared haplotype-resolved long-read genome assemblies from 292 donors to resolve variation in proviral structure and coding capacity. Several loci previously thought to be fixed were structurally polymorphic. Tandem arrays occurred at 13 loci and contained up to six proviral copies in a single array. At 8q11.23, we identified a previously undescribed full-length provirus in one haplotype. All 583 other haplotypes carried a solo-LTR. We found that standard reference genomes failed to represent the coding capacity retained in many individuals, whose proviruses contained intact open reading frames despite disruptive mutations in the reference sequences. Short-read genotypes left 32.5% of the tested donor-variant pairs unresolved at sites associated with viral reading frames. These findings show why HML-2 expression must be interpreted in the context of the structural and coding alleles each individual carries.

genomics↗