Paper · 2026 · Frontiers in Plant Science

Multilevel analysis of salt stress responses in sorghum during seed germination

Hong-jin Wang; Yi Yu; Yun Zhao; et al.

8
claims
17
verbatim quotes
0
citations
4
research areas
✓
Open access · cc-by

Abstract

A significant number of crop species and their associated agricultural landscapes are impacted by soil salinity, which severely hampers germination and seedling establishment. Developing salt-tolerant germplasm and improving screening methods are critical priorities for plant breeding programs. This study used sorghum as a model to evaluate germination and early growth responses in 100 accessions under control and 150 mM NaCl conditions. Multiple indices were used to develop a numeric salt tolerance score (STS), minimizing baseline growth effects to better reflect true stress responses. Multivariate approaches, including PCA, cluster analysis, and machine learning, were employed to assess salt tolerance. Salt stress significantly reduced germination traits such as germination index, rate, and vigor. The STS proved effective in ranking accessions for salt tolerance. Salt-tolerant accession showed upregulation of ion transport and homeostasis genes ( SbNHXLP , SbHKT1;4 , SbHKT1;5 , and SbCLCc ), and downregulation of certain transcription factors. Physiological analyses revealed lower sodium accumulation, higher K+/Na+ ratios, and enhanced antioxidant and osmotic regulation in tolerant accessions. These findings suggest that coordinated ion homeostasis and stress responses are likely determinants of salt tolerance during germination. This integrated screening system offers a valuable tool for early-stage breeding of salt-tolerant sorghum.

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

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 8

Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

Salt stress significantly reduced germination traits (germination index, rate and vigor) of sorghum accessions relative to control conditions

Taxon
sorghumSorghume1
Treatment
150 mM NaCle1
Outcome
germination traits such as germination index, rate, and vigore2
Direction
reducede2
Comparator
controle1

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e1

“This study used sorghum as a model to evaluate germination and early growth responses in 100 accessions under control and 150 mM NaCl conditions”

✓ located verbatim in the source · abstract, characters 296–440 · show in text ↑
e2

“Salt stress significantly reduced germination traits such as germination index, rate, and vigor”

✓ located verbatim in the source · abstract, characters 714–809 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

The salt tolerance score (STS) effectively ranked sorghum accessions for salt tolerance, minimizing baseline growth effects

Taxon
sorghumSorghume1
Material
100 accessionse1
Outcome
ranking accessions for salt tolerancee2
Comparator
baseline growth effectse3

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Schema note from the model: no comparator or value is stated for the STS; the comparator field holds the baseline-growth correction the score is built to minimise

Verbatim

e1

“This study used sorghum as a model to evaluate germination and early growth responses in 100 accessions under control and 150 mM NaCl conditions”

✓ located verbatim in the source · abstract, characters 296–440 · show in text ↑
e2

“The STS proved effective in ranking accessions for salt tolerance”

✓ located verbatim in the source · abstract, characters 811–876 · show in text ↑
e3

“minimizing baseline growth effects to better reflect true stress responses”

✓ located verbatim in the source · abstract, characters 518–592 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Salt-tolerant sorghum accessions showed upregulation of ion transport and homeostasis genes (SbNHXLP, SbHKT1;4, SbHKT1;5, SbCLCc) under 150 mM NaCl

Taxon
sorghumSorghume1
Material
Salt-tolerant accessione2
Treatment
150 mM NaCle1
Gene
SbNHXLP, SbHKT1;4, SbHKT1;5, and SbCLCce2
Outcome
ion transport and homeostasis genese2
Direction
upregulatione2

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e1

“This study used sorghum as a model to evaluate germination and early growth responses in 100 accessions under control and 150 mM NaCl conditions”

✓ located verbatim in the source · abstract, characters 296–440 · show in text ↑
e2

“Salt-tolerant accession showed upregulation of ion transport and homeostasis genes ( SbNHXLP , SbHKT1;4 , SbHKT1;5 , and SbCLCc ), and downregulation of certain transcription factors”

✓ located verbatim in the source · abstract, characters 878–1060 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Salt-tolerant sorghum accessions showed downregulation of certain transcription factors under 150 mM NaCl

Taxon
sorghumSorghume1
Material
Salt-tolerant accessione2
Treatment
150 mM NaCle1
Outcome
certain transcription factorse2
Direction
downregulatione2

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e1

“This study used sorghum as a model to evaluate germination and early growth responses in 100 accessions under control and 150 mM NaCl conditions”

✓ located verbatim in the source · abstract, characters 296–440 · show in text ↑
e2

“Salt-tolerant accession showed upregulation of ion transport and homeostasis genes ( SbNHXLP , SbHKT1;4 , SbHKT1;5 , and SbCLCc ), and downregulation of certain transcription factors”

✓ located verbatim in the source · abstract, characters 878–1060 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Salt-tolerant sorghum accessions had lower sodium accumulation during germination

Taxon
sorghumSorghumt0
Material
tolerant accessionse2
Outcome
sodium accumulatione2
Direction
lowere2

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

t0

“salt stress responses in sorghum during seed germination”

✓ located verbatim in the source · title, characters 23–79 · show in text ↑
e2

“Physiological analyses revealed lower sodium accumulation, higher K+/Na+ ratios, and enhanced antioxidant and osmotic regulation in tolerant accessions”

✓ located verbatim in the source · abstract, characters 1062–1213 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Salt-tolerant sorghum accessions had higher K+/Na+ ratios during germination

Taxon
sorghumSorghumt0
Material
tolerant accessionse2
Outcome
K+/Na+ ratiose2
Direction
highere2

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

t0

“salt stress responses in sorghum during seed germination”

✓ located verbatim in the source · title, characters 23–79 · show in text ↑
e2

“Physiological analyses revealed lower sodium accumulation, higher K+/Na+ ratios, and enhanced antioxidant and osmotic regulation in tolerant accessions”

✓ located verbatim in the source · abstract, characters 1062–1213 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Salt-tolerant sorghum accessions showed enhanced antioxidant and osmotic regulation under salt stress

Taxon
sorghumSorghumt0
Material
tolerant accessionse2
Outcome
antioxidant and osmotic regulatione2
Direction
enhancede2

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

t0

“salt stress responses in sorghum during seed germination”

✓ located verbatim in the source · title, characters 23–79 · show in text ↑
e2

“Physiological analyses revealed lower sodium accumulation, higher K+/Na+ ratios, and enhanced antioxidant and osmotic regulation in tolerant accessions”

✓ located verbatim in the source · abstract, characters 1062–1213 · show in text ↑
Mechanismhypothesisoriginal resultbasis n/a

Claim · model-written summary

Coordinated ion homeostasis and stress responses are likely determinants of salt tolerance of sorghum during germination

Taxon
sorghumSorghumt0
Outcome
salt tolerance during germinatione2
Qualifier
coordinated ion homeostasis and stress responsese2

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

t0

“salt stress responses in sorghum during seed germination”

✓ located verbatim in the source · title, characters 23–79 · show in text ↑
e2

“These findings suggest that coordinated ion homeostasis and stress responses are likely determinants of salt tolerance during germination”

✓ located verbatim in the source · abstract, characters 1215–1352 · show in text ↑

sodium chloride · growth · SorghumResults differ

28 papers: 9 positive, 19 negative or no effect

18 papers in the same direction as this paper · 9 in the opposite direction

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  2. negative
  3. positive

24 papers more in this group

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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.