Evidence map›Paper›PMID 41144129›Full record

ArticleStress biology2025

Temporal proteomic profiling via 4D-DIA reveals early defense mechanisms and core resistance determinants in soybean against Phakopsora pachyrhizi.

Zihua Lu, Cong Han, Chao Li, Kelin Deng, Zhihui Shan, Shuilian Chen, Hongli Yang, Yuanxiao Yang, Zhonglu Yang, Hongwei Wang and 2 more

Abstract read
In one paragraph

Article in Stress biology, 2025. 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. 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

12 authors.

Zihua LuOil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, 430062, China.
Cong HanOil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, 430062, China.
Chao LiOil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, 430062, China.
Kelin DengOil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, 430062, China.
Zhihui ShanOil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, 430062, China.
Shuilian ChenOil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, 430062, China.
Hongli YangOil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, 430062, China.
Yuanxiao YangOil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, 430062, China.
Zhonglu YangOil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, 430062, China.
Hongwei WangDepartment of Plant Genetics and Breeding, College of Agronomy, Shandong Agricultural University, Taian, 271018, China.
Haifeng ChenOil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, 430062, China. chenhaifeng@caas.cn.
Qingnan HaoOil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, 430062, China. haoqingnan@caas.cn.ORCID http://orcid.org/0000-0002-7505-2919

Funding

Hubei Province Technological Innovation Program 2024BBB003Key Laboratory of Agricultural Information Service Technology 1610172022002Key Laboratory of Agricultural Information Service Technology CAAS-ASTIP-2022-OCRINational Key Research and Development Program of China 2022YFF1001504
6 · The paper itself

Abstract

Asian soybean rust, caused by Phakopsora pachyrhizi, is a devastating fungal disease threatening global soybean production, particularly in tropical regions where chemical control is increasingly unsustainable. This study employed cutting-edge 4D-DIA proteomics to investigate molecular defense mechanisms in resistant (SX6907) and susceptible (Tianlong 1) soybean cultivars during early infection (12 hpi and 3 dpi). We identified 12,852 proteins, with 1,510 differentially expressed proteins (DEPs) revealing genotype-specific responses. Resistant plants exhibited sustained upregulation of immune receptors (CRKs, LRR-RLKs), MAPK signaling components, and cell wall reinforcement proteins (peroxidases, XTHs), alongside dynamic modulation of calcium signaling and ROS homeostasis. These patterns suggest key pathways enriched in resistance may include phenylpropanoid biosynthesis, isoflavonoid production, and ER stress responses, while susceptible plants showed suppression of photosynthesis and defense pathways. Weighted Protein Co-expression Network Analysis(WPCNA) highlighted co-expression modules linked to resistance, potentially including NLR-mediated effector-triggered immunity. Crucially, DIR proteins and organelle-specific defense hubs (e.g., chloroplasts, nuclei) were implicated in rust resistance. Validation by qPCR confirmed concordance for 84% of tested DEPs. Our findings provide a protein-level blueprint of soybean rust resistance, identifying candidate targets for marker-assisted breeding and genetic engineering to develop durable resistant varieties, reducing reliance on fungicides.

Indexed as

4D-DIA proteomicsMolecular breedingPhakopsora pachyrhiziPlant immunityResistance mechanismsSoybean

Identifiers

PMID41144129
PMCPMC12559523

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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.