Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Plant Sci.

Sec. Plant Pathogen Interactions

Volume 16 - 2025 | doi: 10.3389/fpls.2025.1637176

This article is part of the Research TopicFrom Genomics to Genome Editing: Crop Improvement Innovations for Farmers WorldwideView all 7 articles

Spatial and single-cell transcriptomics capture two distinct cell states in soybean defense response to Phakopsora pachyrhizi infection

Provisionally accepted
Yuzhao  HuYuzhao Hu1Raeann  SchaeferRaeann Schaefer1Michael  RendlemanMichael Rendleman1Andrew  SlatteryAndrew Slattery1Annaliese  CramerAnnaliese Cramer1Abdullah  NahiyanAbdullah Nahiyan1Lori  BreitweiserLori Breitweiser2Mokshada  ShahMokshada Shah3Emma  KaehlerEmma Kaehler2Chenglin  YaoChenglin Yao2Andrew  BowlingAndrew Bowling2John  CrowJohn Crow1Gregory  MayGregory May1Girma  TaborGirma Tabor1Shawn  ThatcherShawn Thatcher1Srinivasa  Rao UppalapatiSrinivasa Rao Uppalapati1*Usha  MuppiralaUsha Muppirala3Stephane  DeschampsStephane Deschamps1*
  • 1Corteva Agriscience, Johnston, United States
  • 2Corteva Agriscience LLC, Indianapolis, United States
  • 3Corteva Agriscience LLC, Hyderabad, India

The final, formatted version of the article will be published soon.

Unlike animals, plants are sessile organisms that must adapt to localized and fluctuating environmental stimuli, including abiotic and biotic stresses. While animals use mobile immune cells to eliminate pathogens, plants rely on localized cells in contact with the pathogen to detect and mount immune responses. Although bulk RNA sequencing (RNA-seq) has enabled the assessment of plant responses to pathogen infection at the whole transcriptome level, the spatial coordination of plant immune responses remains elusive. In this study, we performed both spatial and single-nuclei transcriptomic experiments to capture the spatial pattern of soybean plant responses to Asian soybean rust infection caused by the pathogen Phakopsora pachyrhizi. Through the analysis of both spatial and single-nuclei transcriptomics data, we identified two distinct host cell states with specific spatial localization in response to pathogen infection: the infected regions with the presence of the pathogen and the surrounding regions bordering the infected regions. Importantly, the surrounding regions exhibited higher expression of defense response-related genes than the infected regions, despite having minimal presence of the pathogen, indicating a cell non-autonomous defense response in the surrounding regions. Additionally, gene co-expression network analysis with single-cell resolution identified a key immune response-related gene module activated in the stressed cells captured in our single-nuclei RNA-seq data. This study reveals the intricate spatial coordination of plant defense responses against pathogen infection and enhances our understanding of the importance of localized cell non-autonomous defense responses in plant-pathogen interactions.

Keywords: Spatial transcriptomics, single cell transcriptomics, immune response, Defense response, Localized acquired resistance, Gene co-expression network analysis, Phakopsora pachyrhizi, Plant-microbe interaction

Received: 30 May 2025; Accepted: 21 Aug 2025.

Copyright: © 2025 Hu, Schaefer, Rendleman, Slattery, Cramer, Nahiyan, Breitweiser, Shah, Kaehler, Yao, Bowling, Crow, May, Tabor, Thatcher, Rao Uppalapati, Muppirala and Deschamps. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Srinivasa Rao Uppalapati, Corteva Agriscience, Johnston, United States
Stephane Deschamps, Corteva Agriscience, Johnston, United States

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.