Search bioRxiv⌕ Search

bioRxiv · 10.64898/2026.07.28.741189

Ecological Diversification into Broad Thermal Niches Revealed by Protein Resurrection and Proteome-Wide Ancestral Reconstruction During the Rapid Radiation of Alvinellid Worms

Abstract

In the deep Pacific and Indian oceans, Alvinellid worms diversified about 100 million years ago to colonize a variety of hydrothermal vent environments. It has been suggested that the last common ancestor of this family was a thermophilic species. However, the evolutionary history of these worms is complex, with putative gene flow among ancestors. In this study, we investigated the early evolution of the family in relation to the diversification of thermal niches. We demonstrated that phylogenetic histories of alvinellid species greatly vary along chromosomes, possibly due to allele introgression between nascent ecotypes. We performed sequence reconstructions of ancestral cytosolic MDH and Cu/Zn SOD under the two most frequent phylogenies encountered along the genome. In silico simulations of folding stability for these two enzymes were highly correlated with their biophysical characterization (micro-calorimetry and differential scanning fluorimetry), and were used to predict the thermostability of thousands of alternatively reconstructed proteins. We further generalized the reconstruction at the proteome scale, taking the amino-acid usage bias as a proxy for folding stability in a new phylogenetic model accounting for amino-acid variations over time. Both approaches agree that the last common ancestors of Alvinellidae gained highly stable proteins, comparable to proteins of present-day thermotolerant species. Our computational protocol allowed us to validate this scenario under multiple phylogenetic hypotheses and different sequence reconstruction models. Considered together, Alvinellidae shed light on how metazoan species diversify in order to colonize different thermal niches, combining adaptive mutation and selection on genetic variants. SignificanceDeep-sea hydrothermal vents are among the most extreme environments on Earth. They, however, represent oases of life for a restricted number of highly specialized species. As such, Alvinellid worms constitute an exceptional family, including highly thermotolerant animals such as the Pompeii worm. Despite their vent endemicity, Alvinellidae thrive under contrasting ecological conditions, particularly regarding temperature. Understanding how this family diversified to colonize broad thermal regimes is of major importance for dissecting the mechanisms by which species adapt in highly unstable environments. Combining experimental protein resurrection, proteome-wide predictions, and new phylogenetic models, we assess the reliability of ancestral sequence reconstructions that represent molecular thermometers to evaluate past environmental conditions.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Brun, P.-G., Le Port, A.-S., Ballenghien, M., Brule, S., Aumont-Nicaise, M., Cladiere, L., Jollivet, D., Mary, J.. 2026-07-30. Ecological Diversification into Broad Thermal Niches Revealed by Protein Resurrection and Proteome-Wide Ancestral Reconstruction During the Rapid Radiation of Alvinellid Worms. https://doi.org/10.64898/2026.07.28.741189

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

KEEP EXPLORING

Related preprints

Denisovan introgression left differential selection regimes in Humans and Neanderthals on the SLC30A9 gene

Signals of positive selection around the SLC30A9 gene have been reported in human populations outside Africa. Selection likely acted on a highly differentiated single-nucleotide polymorphism, rs1047626, leading to a non-synonymous substitution in the encoded zinc transporter. Because of the striking similarity between the putatively selected SLC30A9 haplotype observed in several current human populations and the Denisovan individual, previous work has proposed adaptive introgression. Yet alternative explanations, including ancient human variation, and the precise archaic source -Neanderthal or Denisovan- remained unresolved. Considering the potentially complex evolution of SLC30A9, we applied Approximate Bayesian Computation (ABC) algorithms coupled to machine learning to investigate the most plausible evolutionary origin of this substitution. After modelling different evolutionary scenarios with forward-in-time simulations, our results highlight that the most probable scenario is a Denisovan origin of the rs1047626 polymorphism. However, the allele likely introgressed into Neanderthals first and was then passed into non-African modern humans. Moreover, the derived allele frequency for rs1047626 across several African populations is consistent with back-to-Africa migrations. Finally, our ABC analyses indicate strong positive selection in East Asian populations and other out-of-Africa populations, whereas in Neanderthal populations, the selection coefficient was probably neutral or slightly deleterious.

evolutionary biology↗

RELAX does not reproduce its own estimates at default settings, and its output does not show it

Selection-intensity estimates from RELAX are reported as a point value of K with a likelihood-ratio P. We report that, at default settings and on data of ordinary size, the program does not reproduce its own fits. Of 27 enzyme entries refitted under two optimiser configurations, none reproduced its log-likelihood to within 0.01 units; the median change was 103 units, the largest over 3,400, and four verdicts reversed. Eighty null orthologues reproduced none. A byte-identical command returned a distinct likelihood on every repetition, single-threaded, across three releases, and on alignments simulated under the fitted model, where 3.3 per cent of replicates reproduced. The documented random-number seed never reaches the generator when assigned on the command line, yet reads back as the value supplied. PAML localises the cause: its two-ratio model, without site classes, reproduced its log-likelihood for all 288 genes; its site-class models agreed for 27 to 67 per cent. The instability follows the mixture over sites, not the program. The output does not show it: 46 of 410 fits ended with a negative likelihood-ratio statistic, impossible under convergence, and 123 of 410 report a K re-estimated under a domain restriction rather than the unconstrained maximum. Of 234 published studies using RELAX, none reported a seed. Seeding while holding the thread count at one reproduced sixty of sixty runs on twenty genes under two releases; the seed alone reproduced none of five, and no documentation states the second condition. We recommend that fits be repeated and their dispersion published.

evolutionary biology↗

Sequential accumulation of adaptive alleles forms an inversion supergene in deer mice

Supergenes are clusters of co-inherited loci that affect multiple or complex phenotypes. Despite the growing number of chromosomal inversions identified as supergenes in natural populations, their molecular basis and evolutionary history often remain obscure. Here, we identified two candidate genes, Slc45a2 and Npr3, within a 41-Mb inversion supergene in the deer mouse (Peromyscus maniculatus) that respectively drive darker coats and longer tails - two traits associated with forest adaptation. Mice homozygous for the inversion (inv/inv) exhibit elevated Slc45a2 expression in melanocytes relative to the congenic standard genotype (std/std), disrupting pheomelanin production. In parallel, downregulation of Npr3 in inv/inv mouse growth plates prolongs postnatal growth of caudal vertebrae, resulting in tail elongation. Population-level analyses further implicate that this supergene arose through the subsequent accumulation of the Npr3 allele within the inversion, rather than by capturing all beneficial mutations at its origin.

evolutionary biology↗