Evidence map›Paper›PMID 41651825›Full record

ArticleNature communications2026

Genomics of rafting crustaceans reveals adaptation to climate change in tropical oceans.

Hongguang Liu, Jonathan M Waters, Mengyi Huang, Ziyan Wang, Wan-Jin Chang, Shuqiang Li, Zhonge Hou

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Hongguang LiuState Key Laboratory of Animal Biodiversity Conservation and Integrated Pest Management, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.
Jonathan M WatersUniversity of Otago, Department of Zoology, Dunedin, New Zealand.ORCID 0000-0002-1514-7916
Mengyi HuangState Key Laboratory of Animal Biodiversity Conservation and Integrated Pest Management, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.
Ziyan WangState Key Laboratory of Animal Biodiversity Conservation and Integrated Pest Management, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.
Wan-Jin ChangXiamen University Malaysia, Jalan Sunsuria, Bandar Sunsuria, Sepang, Selangor, Malaysia.
Shuqiang LiCollege of Life Sciences, Anhui Normal University, Wuhu, Anhui, China.ORCID 0000-0002-3290-5416
Zhonge HouState Key Laboratory of Animal Biodiversity Conservation and Integrated Pest Management, Institute of Zoology, Chinese Academy of Sciences, Beijing, China. houze@ioz.ac.cn.ORCID 0000-0001-5929-1154

Funding

Beijing Natural Science FoundationInternational Partnership Program of the Chinese Academy of SciencesNational Natural Science Foundation of China (National Science Foundation of China) 32470474
6 · The paper itself

Abstract

Rafting dispersal has been proposed as a way for coastal species to track climate-driven niche shifts. However, little information exists on how rafting species disperse and adapt to shifting environmental conditions, particularly ocean currents and salinity. Here, we integrate dispersal simulations, ecological genomics, and salinity stress experiments to investigate rafting dynamics and adaptive shifts in widely distributed crustaceans across the Indo-Australian Archipelago. We develop a quantified model to examine asymmetric gene flow between populations driven by recent seasonal oceanographic shifts. Our climatic and dispersal models suggest that rafting populations must cope with increasing salinity fluctuation caused by rapidly-shifting oceanic connectivity patterns. Our genomic data provide evidence for recent selective sweeps at osmoregulatory loci, and key duplications at glycoside hydrolase gene families. Our experimental data reveal plastic expression of osmoregulatory genes required for survival during long-distance rafting voyages. These synergies between rafting dispersal and genomic change highlight the potential for rafting species to adapt to rapidly shifting oceanographic conditions.

Indexed as

Adaptation, PhysiologicalClimate ChangeCrustaceaAnimalsGene FlowGenomicsOceans and SeasOsmoregulationSalinityTropical Climate

Identifiers

PMID41651825
PMCPMC12988063

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.