Evidence map›Paper›PMID 41889172›Full record

ArticlePlant communications2026

NodeGWAS: Leveraging graph pangenomes for sensitive and accurate association analyses across diverse diploid and polyploid species.

Yixing Zhang, Yuheng Wang, Tingting Wu, Yan Lin, Yue Tan, Yiying Qi, Yuhao Wang, Baiyu Wang, Zhengguang Wang, Qing Zhang and 3 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Plant communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Structural Variation and Its Roles in Plant Genomes.Plants (Basel, Switzerland) · 2026
    Review
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

13 authors.

Yixing ZhangFujian Provincial Key Laboratory of Haixia Plant Systems Biology, Haixia Institute of Science and Technology & College of Life Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
Yuheng WangFujian Provincial Key Laboratory of Haixia Plant Systems Biology, Haixia Institute of Science and Technology & College of Life Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
Tingting WuFujian Provincial Key Laboratory of Haixia Plant Systems Biology, Haixia Institute of Science and Technology & College of Life Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
Yan LinFujian Provincial Key Laboratory of Haixia Plant Systems Biology, Haixia Institute of Science and Technology & College of Life Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
Yue TanFujian Provincial Key Laboratory of Haixia Plant Systems Biology, Haixia Institute of Science and Technology & College of Life Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
Yiying QiFujian Provincial Key Laboratory of Haixia Plant Systems Biology, Haixia Institute of Science and Technology & College of Life Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
Yuhao WangState Key Lab for Conservation and Utilization of Subtropical Agro-Biological Resources, Guangxi Key Lab for Sugarcane Biology, College of Agriculture, Guangxi University, Nanning 530004, China.
Baiyu WangState Key Lab for Conservation and Utilization of Subtropical Agro-Biological Resources, Guangxi Key Lab for Sugarcane Biology, College of Agriculture, Guangxi University, Nanning 530004, China.
Zhengguang WangFujian Provincial Key Laboratory of Haixia Plant Systems Biology, Haixia Institute of Science and Technology & College of Life Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
Qing ZhangState Key Lab for Conservation and Utilization of Subtropical Agro-Biological Resources, Guangxi Key Lab for Sugarcane Biology, College of Agriculture, Guangxi University, Nanning 530004, China.
Jisen ZhangState Key Lab for Conservation and Utilization of Subtropical Agro-Biological Resources, Guangxi Key Lab for Sugarcane Biology, College of Agriculture, Guangxi University, Nanning 530004, China. Electronic address: zjisen@126.com.
Yumin HuangFujian Provincial Key Laboratory of Haixia Plant Systems Biology, Haixia Institute of Science and Technology & College of Life Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China. Electronic address: ymhuang@fafu.edu.cn.
Haibao TangFujian Provincial Key Laboratory of Haixia Plant Systems Biology, Haixia Institute of Science and Technology & College of Life Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China. Electronic address: tanghaibao@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID41889172
PMCPMC13370226

What Socratic holds

Textmetadata
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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.