Evidence map›Paper›PMID 41631146›Full record

ArticleHorticulture research2026

Integrative genomics for mango genetics and breeding.

Bilal Ahmad, Ying Su, Rida Arshad, Tayyaba Razzaq, Yi Zhang, Ting Hou, Chaochao Li, Zhongxin Jin, Chengjie Chen, Peng Wang and 8 more

Abstract read
In one paragraph

Article in Horticulture research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

18 authors.

Bilal AhmadState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China.
Ying SuState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China.ORCID https://orcid.org/0009-0000-0162-3777
Rida ArshadState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China.
Tayyaba RazzaqState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China.
Yi ZhangState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China.
Ting HouState Key Laboratory of Tropical Crop Breeding, Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China.ORCID https://orcid.org/0009-0002-4325-5567
Chaochao LiState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China.
Zhongxin JinState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China.
Chengjie ChenState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China.
Peng WangState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China.
Melanie J WilkinsonSchool of the Environment, The University of Queensland, Brisbane, Qld 4072, Australia.
Yibo BaiState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China.
Yeyuan ChenSanya Research Institute of Chinese Academy of Tropical Agricultural Sciences, Sanya 572025, China.
Yu ZhangGuangxi Subtropical Research Institute, Guangxi Academy of Agricultural Sciences, Nanning 530001, China.
Zhiguo DangState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China.
Yongfeng ZhouState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China.ORCID https://orcid.org/0000-0003-0780-2973
Xinmin TianKey Laboratory of Ecology of Rare and Endangered Species and Environmental Protection (Ministry of Education) & Guangxi Key Laboratory of Landscape Resources Conservation and Sustainable Utilization in Lijiang River Basin, Guangxi University Engineering Research Center of Bioinformation and Genetic Improvement of Specialty Crops, Guangxi 541006, China.
Jianfeng HuangState Key Laboratory of Tropical Crop Breeding, Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mango is the second most important tropical fruit crop. Due to ever-changing environmental conditions, world mango production is facing challenges such as diseases (anthracnose and mango malformation), physiological disorders (alternate bearing), low fruit setting, poor fruit quality, short shelf life, and climate change adaptation. Breeding efforts are hindered by the long juvenile period, outdated breeding system, and high heterozygosity, resulting in a slow pace of mango improvement programs. However, over the last decade, significant advances in high-quality genome assemblies, pangenomics, genetic mapping, multiomics data, and phenomics of large populations have accelerated crop genetics and breeding. Here, we summarize recent progress on the origin and domestication of mango, advancements in genome assemblies, development of genetic maps, functional and comparative genomics, evolutionary insights, and assessments of global phenotypic and genotypic diversity, including species at risk. We also discuss the integration of multiomics approaches with quantitative genetics for crop improvement. Furthermore, we highlight the key research gaps that limit breeding efficiency and propose integrative strategies combining pangenomics, multiomics, and machine learning with improved transformation protocols and multienvironment testing to accelerate the development of climate-resilient, high-quality mango cultivars.

Identifiers

PMID41631146
PMCPMC12860561

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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.