Paper · 2025 · Horticulture Research

Single-nucleus transcriptomics reveals the cellular immune responses to Candidatus Liberibacter asiaticus in rough lemon

Xu-Bin Tian; Jinhuan Zhou; Jiaxin Li; et al.

11
claims
21
verbatim quotes
0
citations
5
research areas
✓
Open access · cc-by

Abstract

Abstract Citrus Huanglongbing (HLB) is the most destructive disease in citriculture, mainly caused by Candidatus Liberibacter asiaticus (CLas). However, the immune response of citrus to CLas at the cellular level remains to be elucidated. In this study, the first single-cell atlas of rough lemon (Citrus jambhiri Lush.) root apexes were generated using single-nucleus RNA sequencing at 20 weeks postinoculation with CLas. According to gene expression patterns, the single-cell atlas was partitioned into 20 transcriptionally distinct clusters, and five cell types were identified within these clusters. A significant number of defense-related genes were co-upregulated across the five cell types following CLas infection, whereas genes involved in signal transduction pathways, such as tubulin beta-6 chain (TUBB1) and the phospholipase D alpha 1 (PLD1), were concurrently downregulated. Based on pseudotime trajectory analysis, the key pathways and genes involved in the coordination of cell differentiation and resistance in citrus under CLas infection were characterized. Following CLas infection, the development of phloem cells was significantly delayed, and the differentiation of cambium cells into xylem cells was evident. The expression of genes associated with lignin synthesis was significantly upregulated in these cells. The reduction in phloem cell differentiation and the enhanced differentiation of cambium cells into defense-related xylem cells may represent the primary vascular immune mechanisms exhibited by citrus plants in response to CLas infection. Additionally, DNA-binding one zinc finger transcription factor DOF2.4 was found to potentially serve dual roles in regulating vascular cell development and inducing plant resistance against CLas. In conclusion, this study collectively provides insights into the cellular innate immunity responses of citrus to CLas infection. These findings hold significant implications for the sustainable development of citriculture amidst the ongoing global HLB epidemic, and offer novel insights into vascular immunity and plant defense responses.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗

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Claims 11

Method / resourceobservedoriginal resultbasis n/a

Claim · model-written summary

The study generated the first rough lemon root-apex single-cell atlas at 20 weeks after CLas inoculation.

Taxon
rough lemonCitrus jambhirie0
Organ / stage
root apexese0
Treatment
postinoculation with CLase0
Interactor
CLase0pathogen
Outcome
first single-cell atlase0
Qualifier
20 weeks postinoculation with CLase0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Citrus jambhiri
Citrus jambhiri · TaxonTon Rulkens from Mozambique · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“In this study, the first single-cell atlas of rough lemon (Citrus jambhiri Lush.) root apexes were generated using single-nucleus RNA sequencing at 20 weeks postinoculation with CLas.”

✓ located verbatim in the source · abstract, characters 239–422 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

The atlas contained 20 transcriptionally distinct clusters.

Taxon
rough lemonCitrus jambhirit0
Outcome
transcriptionally distinct clusterse0
Value
20e0

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Citrus jambhiri
Citrus jambhiri · TaxonTon Rulkens from Mozambique · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“According to gene expression patterns, the single-cell atlas was partitioned into 20 transcriptionally distinct clusters, and five cell types were identified within these clusters.”

✓ located verbatim in the source · abstract, characters 423–603 · show in text ↑
t0

“rough lemon”

✓ located verbatim in the source · title, characters 109–120 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

Five cell types were identified in the atlas clusters.

Taxon
rough lemonCitrus jambhirit0
Outcome
cell typese0
Value
fivee0

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Citrus jambhiri
Citrus jambhiri · TaxonTon Rulkens from Mozambique · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“According to gene expression patterns, the single-cell atlas was partitioned into 20 transcriptionally distinct clusters, and five cell types were identified within these clusters.”

✓ located verbatim in the source · abstract, characters 423–603 · show in text ↑
t0

“rough lemon”

✓ located verbatim in the source · title, characters 109–120 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Defense-related genes were co-upregulated across all five cell types after CLas infection.

Taxon
rough lemonCitrus jambhirit0
Treatment
CLas infectione0
Interactor
CLase0pathogen
Gene
defense-related genese0
Outcome
defense-related genese0
Direction
co-upregulatede0
Qualifier
across the five cell typese0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Citrus jambhiri
Citrus jambhiri · TaxonTon Rulkens from Mozambique · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“A significant number of defense-related genes were co-upregulated across the five cell types following CLas infection”

✓ located verbatim in the source · abstract, characters 604–721 · show in text ↑
t0

“rough lemon”

✓ located verbatim in the source · title, characters 109–120 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Signal transduction genes including TUBB1 and PLD1 were downregulated following CLas infection.

Taxon
rough lemonCitrus jambhirit0
Treatment
CLas infectione1
Interactor
CLase1pathogen
Gene
tubulin beta-6 chain (TUBB1) and the phospholipase D alpha 1 (PLD1)e0
Outcome
genes involved in signal transduction pathwayse0
Direction
downregulatede0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Citrus jambhiri
Citrus jambhiri · TaxonTon Rulkens from Mozambique · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“whereas genes involved in signal transduction pathways, such as tubulin beta-6 chain (TUBB1) and the phospholipase D alpha 1 (PLD1), were concurrently downregulated.”

✓ located verbatim in the source · abstract, characters 723–888 · show in text ↑
e1

“following CLas infection”

✓ located verbatim in the source · abstract, characters 697–721 · show in text ↑
t0

“rough lemon”

✓ located verbatim in the source · title, characters 109–120 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

Pseudotime analysis characterized pathways and genes coordinating differentiation and resistance under infection.

Taxon
citrusCitruse0
Treatment
CLas infectione0
Interactor
CLase0pathogen
Outcome
key pathways and genes involved in the coordination of cell differentiation and resistancee0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Based on pseudotime trajectory analysis, the key pathways and genes involved in the coordination of cell differentiation and resistance in citrus under CLas infection were characterized.”

✓ located verbatim in the source · abstract, characters 889–1075 · show in text ↑
Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

CLas infection significantly delayed phloem cell development.

Taxon
rough lemonCitrus jambhirit0
Organ / stage
phloem cellse0
Treatment
CLas infectione0
Interactor
CLase0pathogen
Outcome
development of phloem cellse0
Direction
delayede0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Citrus jambhiri
Citrus jambhiri · TaxonTon Rulkens from Mozambique · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“Following CLas infection, the development of phloem cells was significantly delayed, and the differentiation of cambium cells into xylem cells was evident.”

✓ located verbatim in the source · abstract, characters 1076–1231 · show in text ↑
t0

“rough lemon”

✓ located verbatim in the source · title, characters 109–120 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Cambium differentiation into xylem was evident following CLas infection.

Taxon
rough lemonCitrus jambhirit0
Organ / stage
cambium cellse0
Treatment
CLas infectione0
Interactor
CLase0pathogen
Outcome
differentiation of cambium cells into xylem cells was evidente0

Not reportedComparatorDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Citrus jambhiri
Citrus jambhiri · TaxonTon Rulkens from Mozambique · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“Following CLas infection, the development of phloem cells was significantly delayed, and the differentiation of cambium cells into xylem cells was evident.”

✓ located verbatim in the source · abstract, characters 1076–1231 · show in text ↑
t0

“rough lemon”

✓ located verbatim in the source · title, characters 109–120 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Genes associated with lignin synthesis were significantly upregulated in the vascular cells.

Taxon
rough lemonCitrus jambhirit0
Organ / stage
cambium cellse1
Treatment
CLas infectione1
Interactor
CLase1pathogen
Gene
genes associated with lignin synthesise0
Outcome
expression of genes associated with lignin synthesise0
Direction
upregulatede0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Citrus jambhiri
Citrus jambhiri · TaxonTon Rulkens from Mozambique · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“The expression of genes associated with lignin synthesis was significantly upregulated in these cells.”

✓ located verbatim in the source · abstract, characters 1232–1334 · show in text ↑
e1

“Following CLas infection, the development of phloem cells was significantly delayed, and the differentiation of cambium cells into xylem cells was evident.”

✓ located verbatim in the source · abstract, characters 1076–1231 · show in text ↑
t0

“rough lemon”

✓ located verbatim in the source · title, characters 109–120 · show in text ↑
Mechanismhypothesisoriginal resultpositivemeasured

Claim · model-written summary

Reduced phloem differentiation and enhanced cambium differentiation into defensive xylem may constitute primary citrus vascular immune mechanisms.

Taxon
citrusCitruse0
Treatment
CLas infectione0
Interactor
CLase0pathogen
Outcome
primary vascular immune mechanismse0
Qualifier
reduction in phloem cell differentiation and the enhanced differentiation of cambium cells into defense-related xylem cellse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The reduction in phloem cell differentiation and the enhanced differentiation of cambium cells into defense-related xylem cells may represent the primary vascular immune mechanisms exhibited by citrus plants in response to CLas infection.”

✓ located verbatim in the source · abstract, characters 1335–1573 · show in text ↑
Mechanismhypothesisoriginal resultpositivemeasured

Claim · model-written summary

DOF2.4 may regulate vascular cell development and induce resistance against CLas.

Taxon
rough lemonCitrus jambhirit0
Interactor
CLase0pathogen
Gene
DNA-binding one zinc finger transcription factor DOF2.4e0
Outcome
regulating vascular cell development and inducing plant resistancee0
Qualifier
potentiallye0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Citrus jambhiri
Citrus jambhiri · TaxonTon Rulkens from Mozambique · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“Additionally, DNA-binding one zinc finger transcription factor DOF2.4 was found to potentially serve dual roles in regulating vascular cell development and inducing plant resistance against CLas.”

✓ located verbatim in the source · abstract, characters 1574–1769 · show in text ↑
t0

“rough lemon”

✓ located verbatim in the source · title, characters 109–120 · show in text ↑

infection · growth · Citrus jambhiri (rough lemon)Positive and negative results

2 papers: 1 positive, 1 negative or no effect

1 in the opposite direction

  1. positive
See all 2 papers →

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.