Evidence map›Paper›PMID 41742451›Full record

ArticleJournal of integrative plant biology2026

Dissecting the genetic basis of climatic adaptation in wild relatives (Malus baccata) for climate-resilient apple breeding.

Ying Su, Yani Hao, Xuejing Cao, Lin Wang, Zhiqi Xu, Fan Zhang, Zhiyao Ma, Xu Wang, Jiacui Li, Tianrong Fan and 21 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.

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1citing papers in PubMed
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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

31 authors.

Ying SuXinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and Technology, Xinjiang University, Urumqi, 830046, China.ORCID https://orcid.org/0009-0000-0162-3777
Yani HaoState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0009-0009-7090-0550
Xuejing CaoGuangdong Laboratory of Lingnan Modern Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518000, China.ORCID https://orcid.org/0000-0003-0594-0010
Lin WangState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0009-0004-9662-6557
Zhiqi XuState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0009-0002-5614-1606
Fan ZhangState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0000-0002-8495-7779
Zhiyao MaState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0000-0001-5130-4520
Xu WangState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0000-0001-5582-7724
Jiacui LiState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0009-0001-1359-3509
Tianrong FanState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0009-0001-4108-6862
Ruoyan ZhaoState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0009-0001-7639-3010
Zhongqi LiuState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0009-0008-2962-987X
Wenrui WangState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0009-0002-2468-7364
Yingchun ZhangGuangdong Laboratory of Lingnan Modern Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518000, China.ORCID https://orcid.org/0009-0002-1997-5492
Xuanwen YangState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0000-0002-3596-4112
Sifan YangState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0009-0001-6838-9417
Dajiang WangKey Laboratory of Horticultural Crop Germplasm Resources Utilization, Research Institute of Pomology, Ministry of Agriculture and Rural Affairs of the People's Republic of China, Chinese Academy of Agricultural Sciences, Xingcheng, 125100, China.ORCID https://orcid.org/0000-0002-9395-3614
Kun WangKey Laboratory of Horticultural Crop Germplasm Resources Utilization, Research Institute of Pomology, Ministry of Agriculture and Rural Affairs of the People's Republic of China, Chinese Academy of Agricultural Sciences, Xingcheng, 125100, China.ORCID https://orcid.org/0009-0008-9010-9611
Simiao SunKey Laboratory of Horticultural Crop Germplasm Resources Utilization, Research Institute of Pomology, Ministry of Agriculture and Rural Affairs of the People's Republic of China, Chinese Academy of Agricultural Sciences, Xingcheng, 125100, China.ORCID https://orcid.org/0000-0002-0289-1287
Zichen LiKey Laboratory of Horticultural Crop Germplasm Resources Utilization, Research Institute of Pomology, Ministry of Agriculture and Rural Affairs of the People's Republic of China, Chinese Academy of Agricultural Sciences, Xingcheng, 125100, China.ORCID https://orcid.org/0009-0003-5495-2912
Wen TianKey Laboratory of Horticultural Crop Germplasm Resources Utilization, Research Institute of Pomology, Ministry of Agriculture and Rural Affairs of the People's Republic of China, Chinese Academy of Agricultural Sciences, Xingcheng, 125100, China.ORCID https://orcid.org/0009-0003-1889-2895
Yanming SunKey Laboratory of Horticultural Crop Germplasm Resources Utilization, Research Institute of Pomology, Ministry of Agriculture and Rural Affairs of the People's Republic of China, Chinese Academy of Agricultural Sciences, Xingcheng, 125100, China.
Zhao LiuKey Laboratory of Horticultural Crop Germplasm Resources Utilization, Research Institute of Pomology, Ministry of Agriculture and Rural Affairs of the People's Republic of China, Chinese Academy of Agricultural Sciences, Xingcheng, 125100, China.ORCID https://orcid.org/0009-0005-7509-8895
Yanshuai XuGuangdong Laboratory of Lingnan Modern Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518000, China.ORCID https://orcid.org/0009-0003-8063-8230
Hua XiaoGuangdong Laboratory of Lingnan Modern Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518000, China.ORCID https://orcid.org/0000-0003-3407-7009
Yanling PengGuangdong Laboratory of Lingnan Modern Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518000, China.ORCID https://orcid.org/0000-0003-3172-3722
Xiaodong XuState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0000-0001-8218-1068
Ruirui LiuGansu Key Laboratory of Conservation and Utilization of Biological Resources and Ecological Restoration in Longdong, School of Agriculture and Bioengineering, Longdong University, Qingyang, 745000, China.ORCID https://orcid.org/0000-0002-8690-5446
Xinmin TianXinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and Technology, Xinjiang University, Urumqi, 830046, China.ORCID https://orcid.org/0000-0002-1874-0256
Yongfeng ZhouState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.ORCID https://orcid.org/0000-0003-0780-2973
Yuan GaoKey Laboratory of Horticultural Crop Germplasm Resources Utilization, Research Institute of Pomology, Ministry of Agriculture and Rural Affairs of the People's Republic of China, Chinese Academy of Agricultural Sciences, Xingcheng, 125100, China.ORCID https://orcid.org/0000-0001-6704-0777

Funding

Agricultural Science and Technology Innovation Program CAAS-ASTIP-2022-RIP-02
6 · The paper itself

Abstract

Climate change poses an increasing threat to global biodiversity and food security. As a wild relative of cultivated apples, Malus baccata exhibits broad environmental adaptability and robust stress tolerance. However, its effective utilization in breeding is constrained by the absence of a complete reference genome and insufficient population-level genomic characterization. In this study, we assembled a haplotype-resolved, telomere-to-telomere genome for M. baccata, providing unprecedented resolution for a wild apple reference genome. Population genomic analyses revealed four distinct genetic clusters. Among these, the Hebei Group 2 harbors the highest genetic diversity and heterozygosity, alongside the lowest runs of homozygosity, suggesting a complex history of genetic admixture in this population. By integrating population genomics with genotype-environment association analyses, we identified a series of climate-associated single-nucleotide polymorphisms and structural variants. A substantial proportion of these adaptive variants is localized within the coding and regulatory regions of candidate genes, providing a genomic basis for their roles in environmental adaptation. Notably, DREB1A/D and NAC6 are associated with temperature seasonality and annual precipitation, respectively. Furthermore, future climate projections indicate that the Northeastern (NE) clusters face the highest risk of maladaptation, especially under high-emission scenarios. Collectively, these findings provide critical insights into the genetic basis of climatic adaptation in wild apples, establishing a solid foundation for the conservation of crop wild relatives and the breeding of climate-resilient cultivars.

Indexed as

Adaptation, PhysiologicalClimateMalusPlant BreedingGenetic VariationGenome, PlantHaplotypesPolymorphism, Single Nucleotideclimate‐resilient applescrop wild relativesgenomic offsetlocal adaptationMalus baccata

Identifiers

PMID41742451
PMCPMC13629269

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