Evidence map›Paper›PMID 40601168›Full record

ArticleJournal of plant research2025

Integration of single nucleus RNA-seq and bulk RNA-seq reveals gene regulatory networks for vascular connection between parasitic plants and host plants.

Mengqi Cui, Dongbo Shi, Momoko Yamaji, Kie Kumaishi, Yasunori Ichihashi, Ayako Kawamura, Keiko Sugimoto, Satoko Yoshida

Abstract read
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In one paragraph

Article in Journal of plant research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. 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

8 authors.

Mengqi CuiGraduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama-cho, Ikoma, Nara, Japan.
Dongbo ShiCenter for Sustainable Resource Science, RIKEN Tsurumi, Yokohama, Kanagawa, Japan.ORCID http://orcid.org/0000-0002-4408-3042
Momoko YamajiGraduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama-cho, Ikoma, Nara, Japan.
Kie KumaishiBioResource Research Center, RIKEN Tsukuba, Ibaraki, Japan.
Yasunori IchihashiBioResource Research Center, RIKEN Tsukuba, Ibaraki, Japan.ORCID http://orcid.org/0000-0003-1935-4397
Ayako KawamuraCenter for Sustainable Resource Science, RIKEN Tsurumi, Yokohama, Kanagawa, Japan.ORCID http://orcid.org/0000-0001-9218-7850
Keiko SugimotoCenter for Sustainable Resource Science, RIKEN Tsurumi, Yokohama, Kanagawa, Japan.ORCID http://orcid.org/0000-0002-9209-8230
Satoko YoshidaGraduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama-cho, Ikoma, Nara, Japan. satokoy@bs.naist.jp.ORCID http://orcid.org/0000-0002-9999-7861

Funding

Ministry of Education, Culture, Sports, Science and Technology (JP) JP20H05909Ministry of Education, Culture, Sports, Science and Technology (JP) JP20H05911Ministry of Education, Culture, Sports, Science and Technology (JP) JP21H02506Ministry of Education, Culture, Sports, Science and Technology (JP) JP24K02051Ministry of Education, Culture, Sports, Science and Technology (JP) JP25H00920Ministry of Education, Culture, Sports, Science and Technology (JP) JP25H01344Precursory Research for Embryonic Science and Technology JPMJPR194DPrecursory Research for Embryonic Science and Technology JPMJPR2046
6 · The paper itself

Abstract

The facultative parasitic plant Phtheirospermum japonicum forms a specialized organ, the haustorium, to invade its host, Arabidopsis thaliana, establishing a vascular connection via the formation of a xylem bridge. This connection depends on coordinated interactions between the vascular systems of both plants, yet the molecular dynamics of these interactions within the haustorium and the host roots remain elusive. This study aimed to unravel the transcriptomic heterogeneity of haustoria and gene regulatory networks involved in this process by integrating single nucleus RNA sequencing (snRNA-seq) and bulk RNA sequencing (bulk RNA-seq). snRNA-seq identified a total of 7 P. japonicum cell clusters and 4 A. thaliana cell clusters, each with cluster-specific marker genes, allowing for a distinct characterization of vascular cells within the haustorium. Differential gene expression analyses revealed up-regulation of genes associated with xylem formation and auxin transport in both parasites and hosts, suggesting the presence of shared molecular mechanisms facilitating vascular connection. Further gene network analysis combining snRNA-seq and bulk RNA-seq identified conserved homologous genes across both species, indicating potential molecular interactions of vascular-related genes from hosts and parasites. Our study reveals the high heterogeneity of haustorium cells, characterizing the expression profiles of each cell type in haustoria and host roots during haustorium development at single-cell resolution. These findings provide insights into the molecular interactions between parasitic plants and hosts, presenting potential targets for disrupting these interactions to manage parasitic plant infestations in crops.

Indexed as

ArabidopsisGene Regulatory NetworksHost-Parasite InteractionsOrobanchaceaeGene Expression Regulation, PlantPlant RootsRNA-SeqSequence Analysis, RNAXylemHaustoriaSingle nuclei RNA sequencingTranscriptomeVascular interaction

Identifiers

What Socratic holds

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Registered trials

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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 Socratic graph.