Evidence map›Paper›PMID 35851624›Full record

ArticleNature plants2022

Genomic insights into historical improvement of heterotic groups during modern hybrid maize breeding.

Chunhui Li, Honghui Guan, Xin Jing, Yaoyao Li, Baobao Wang, Yongxiang Li, Xuyang Liu, Dengfeng Zhang, Cheng Liu, Xiaoqing Xie and 16 more

Abstract read
PubMed Publisher
In one paragraph

Article in Nature plants, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers.

0numbers the graph read from it
0cells of the map it votes in
69citing papers in PubMed
17.2field-weighted citation impact, top 1% of its field
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

69 citing papers in PubMed, 95 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Achieving High-Density and Stress-Resilient Maize Breeding Via Germplasm Innovation.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. International journal of molecular sciences · 2026
    Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article

9 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

26 authors at 9 institutions in 2 countries.

Chunhui Li *Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China.ORCID http://orcid.org/0000-0002-3651-7736
Honghui Guan *Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China.ORCID http://orcid.org/0000-0003-4213-9150
Xin Jing *Novogene Bioinformatics Institute, Beijing, China.
Yaoyao Li *Guangdong Laboratory for Lingnan Modern Agriculture, State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou, China.
Baobao Wang *Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, China.
Yongxiang LiInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China.
Xuyang LiuInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China.
Dengfeng ZhangInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China.
Cheng LiuInstitute of Food Crops, Xinjiang Academy of Agricultural Sciences, Urumqi, China.
Xiaoqing XieInstitute of Food Crops, Xinjiang Academy of Agricultural Sciences, Urumqi, China.
Haiyan ZhaoInstitute of Maize Research, Liaoning Academy of Agricultural Sciences, Shenyang, China.
Yanbo WangInstitute of Maize Research, Liaoning Academy of Agricultural Sciences, Shenyang, China.
Jingbao LiuInstitute of Cereal Crops, Henan Academy of Agricultural Sciences, Zhengzhou, China.
Panpan ZhangInstitute of Cereal Crops, Henan Academy of Agricultural Sciences, Zhengzhou, China.
Guanghui HuInstitute of Maize Research, Heilongjiang Academy of Agricultural Sciences, Harbin, China.
Guoliang LiInstitute of Maize Research, Heilongjiang Academy of Agricultural Sciences, Harbin, China.
Suiyan LiInstitute of Forage and Grassland Sciences, Heilongjiang Academy of Agricultural Sciences, Harbin, China.
Dequan SunInstitute of Forage and Grassland Sciences, Heilongjiang Academy of Agricultural Sciences, Harbin, China.
Xiaoming WangInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China.
Yunsu ShiInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China.
Yanchun SongInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China.
Chengzhi JiaoNovogene Bioinformatics Institute, Beijing, China. jiaocz1990@163.com.ORCID http://orcid.org/0000-0002-7037-5217
Jeffrey Ross-IbarraDepartment of Evolution and Ecology, University of California, Davis, CA, USA. rossibarra@ucdavis.edu.ORCID http://orcid.org/0000-0003-1656-4954
Yu LiInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China. liyu03@caas.cn.ORCID http://orcid.org/0000-0003-2700-6982
Tianyu WangInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China. wangtianyu@caas.cn.ORCID http://orcid.org/0000-0002-7254-7449
Haiyang WangGuangdong Laboratory for Lingnan Modern Agriculture, State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou, China. whyang@scau.edu.cn.ORCID http://orcid.org/0000-0002-1302-5747
Chinese Academy of Agricultural Sciences · CNSouth China Agricultural University · CNHeilongjiang Academy of Sciences · CNHeilongjiang Provincial Academy of Agricultural Sciences · CNHenan Academy of Agricultural Sciences · CNLiaoning Academy of Agricultural Sciences · CNNovogene Bioinformatics Institute · CNXinjiang Academy of Agricultural Sciences · CNUniversity of California, Davis · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Single-cross maize hybrids display superior heterosis and are produced from crossing two parental inbred lines belonging to genetically different heterotic groups. Here we assembled 1,604 historically utilized maize inbred lines belonging to various female heterotic groups (FHGs) and male heterotic groups (MHGs), and conducted phenotyping and genomic sequencing analyses. We found that the FHGs and MHGs have undergone both convergent and divergent changes for different sets of agronomic traits. Using genome-wide selection scans and association analyses, we identified a large number of candidate genes that contributed to the improvement of agronomic traits of the FHGs and MHGs. Moreover, we observed increased genetic differentiation between the FHGs and MHGs across the breeding eras, and we found a positive correlation between increasing heterozygosity levels in the differentiated genes and heterosis in hybrids. Furthermore, we validated the function of two selected genes and a differentiated gene. This study provides insights into the genomic basis of modern hybrid maize breeding.

Indexed as

Hybrid VigorZea maysGenomicsPhenotypePlant Breeding

Identifiers

PMID35851624
OpenAlexW4285727886

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.