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Record W4412150885 · doi:10.1038/s41586-025-09231-4

Phylogenetically informative proteins from an Early Miocene rhinocerotid

2025· article· en· W4412150885 on OpenAlexafffundabout
Ryan Paterson, Meaghan Mackie, Alessio Capobianco, Nicola S. Heckeberg, Danielle Fraser, Beatrice Demarchi, Fazeelah Munir, Ioannis Patramanis, Jazmín Ramos‐Madrigal, Shanlin Liu, Abigail Ramsøe, Marc R. Dickinson, Chloë Baldreki, Marisa Gilbert, Raffaele Sardella, Luca Bellucci, Gabriele Scorrano, Michela Leonardi, Andrea Manica, Fernando Racimo, Eske Willerslev, Kirsty Penkman, Jesper V. Olsen, R. D. E. MacPhee, Natalia Rybczynski, Sebastian Höhna, Enrico Cappellini

Bibliographic record

VenueNature · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicIdentification and Quantification in Food
Canadian institutionsCarleton UniversityCanadian Museum of Nature
FundersNatural Environment Research CouncilNational Geographic SocietyNovo NordiskH. Lundbeck A/SLundbeckfondenDanmarks GrundforskningsfondDeutsche ForschungsgemeinschaftNational Research FoundationNatural Sciences and Engineering Research Council of CanadaEuropean CommissionLeverhulme TrustWellcome Trust
KeywordsEvolutionary biologyPaleontologyBiologyComputational biologyGeology

Abstract

fetched live from OpenAlex

In the past decade, ancient protein sequences have emerged as a valuable source of data for deep-time phylogenetic inference1–4. Still, even though ancient proteins have been reported from the Middle–Late Miocene5,6, the recovery of protein sequences providing subordinal-level phylogenetic insights does not exceed 3.7 million years ago (Pliocene)1. Here, we push this boundary back to 21–24 million years ago (Early Miocene) by retrieving enamel protein sequences of a rhinocerotid (Epiaceratherium sp.; CMNFV59632) from Canada’s High Arctic. We recover partial sequences of seven enamel proteins and more than 1,000 peptide–spectrum matches, spanning at least 251 amino acids. Endogeneity is in line with thermal age estimates and is supported by indicators of protein damage, including several spontaneous and irreversible chemical modifications accumulated during prolonged diagenesis. Bayesian tip-dating places the divergence time of CMNFV59632 in the Middle Eocene–Oligocene, coinciding with a phase of high rhinocerotid diversification7. This analysis identifies a later Oligocene divergence for Elasmotheriinae, weakening alternative models suggesting a deep basal split between Elasmotheriinae and Rhinocerotinae8,9. The findings are consistent with hypotheses on the origin of the enigmatic fauna of the Haughton Crater, which, in spite of considerable endemism, has similarity to distant Eurasian faunas10,11. Our findings demonstrate the potential of palaeoproteomics in obtaining phylogenetic information from a specimen that is approximately ten times older than any sample from which endogenous DNA has been obtained so far. Protein sequences from fossil tooth enamel of a rhinocerotid from Canada’s High Arctic are used to develop phylogenetic frameworks from a specimen too old to preserve ancient DNA.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.204
Threshold uncertainty score0.620

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.006
GPT teacher head0.284
Teacher spread0.278 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations11
Published2025
Admission routes3
Has abstractyes

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