Evidence map›Paper›PMID 41968463›Full record

ArticleJournal of integrative plant biology2026

Pangenome analysis reveals the genetic mechanism underlying high-altitude adaptation in Qinghai-Xizang (Tibet) Plateau Rhododendron.

Haoyang Zhou, Zhongping Xu, Fanhuang Zeng, Haiyu Sang, Zhenhua Liu, Miao Sun, Qiang Fu, Kaige Zhao, Daming Tan, Manzhu Bao and 2 more

Abstract read
In one paragraph

Article in Journal of integrative plant biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

12 authors.

Haoyang ZhouNational Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, China.ORCID https://orcid.org/0009-0003-7144-1022
Zhongping XuHubei Hongshan Laboratory, National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China.ORCID https://orcid.org/0000-0003-2559-9091
Fanhuang ZengNational Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, China.ORCID https://orcid.org/0009-0008-1441-4075
Haiyu SangNational Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, China.ORCID https://orcid.org/0009-0003-1701-8960
Zhenhua LiuBioSmartSeek Company, Wuhan, 430070, China.ORCID https://orcid.org/0009-0004-4367-9276
Miao SunNational Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, China.ORCID https://orcid.org/0000-0001-5701-0478
Qiang FuNational Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, China.ORCID https://orcid.org/0009-0000-0466-1349
Kaige ZhaoNational Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, China.ORCID https://orcid.org/0000-0003-2670-7226
Daming TanInstitute of Vegetables, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa, 850032, China.ORCID https://orcid.org/0009-0007-4095-1141
Manzhu BaoNational Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, China.ORCID https://orcid.org/0000-0003-0725-6909
Shuangxia JinHubei Hongshan Laboratory, National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China.ORCID https://orcid.org/0000-0002-1495-9154
Xiuqun LiuNational Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, China.ORCID https://orcid.org/0000-0001-9655-6406

Funding

National Science Fund for Distinguished Young Scholars 32325039Science and Technology Plan Projects of Tibet Autonomous Region XZ202001ZY0016N
6 · The paper itself

Abstract

Rhododendron, a globally important group of alpine flowering plants, provides an exceptional system for investigating ecological adaptation and stress resistance owing to its high-altitude specialization. Using 18 Rhododendron species, a graph-based pangenome was constructed that captures 72,089 nonredundant structural variants. The findings support the integration of subgenus Azaleastrum into subgenus Tsutsusi, with their comparatively smaller genome sizes likely resulting from the contraction of multiple gene families during lineage differentiation. Gene families specific to high-altitude Rhododendron species were significantly enriched in pathways associated with stress resistance. High-altitude-specific long terminal repeat retrotransposons operate through similar regulatory mechanisms, predominantly influencing stress-responsive genes and promoting adaptive evolution. Through an integrated analysis of population genetics (389 re-sequenced samples with a mean coverage of 50.2×), transcriptomics, and real-time quantitative polymerase chain reaction, conserved genes and gene families linked to alpine adaptation in Rhododendron were identified. These include genes implicated in cold-stress responses and ultraviolet (UV) tolerance, such as CML18, CPK1, DREB1E, LPAT2, GPC1, and UVR8. Structural variant profiles within several of these genes offer insights into divergent adaptive mechanisms between high- and low-altitude Rhododendron species. The rapid induction of cold-sensing genes and CBF/DREB1-centered cold-stress signaling pathways indicates an evolutionary adaptation of alpine Rhododendron species to low-temperature habitats. Furthermore, transgenic analyses indicate that cold-resistance genes, such as GPC1 derived from high-altitude Rhododendron, markedly improve cold tolerance in Arabidopsis thaliana and tobacco. Collectively, this study advances insights into high-altitude adaptation in ornamental plants and underscores the value of super-pangenome resources for evolutionary and functional genomics research.

Indexed as

Adaptation, PhysiologicalAltitudeGenome, PlantRhododendronGene Expression Regulation, PlantPhylogenyTibethigh‐altitude adaptationpangenomephylogenypopulation geneticsRhododendronstructural variation

Identifiers

PMID41968463
PMCPMC13326988

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.