Paper · 2019 · Scientific Reports

Comparative Physiological and Metabolic Analysis Reveals a Complex Mechanism Involved in Drought Tolerance in Chickpea (Cicer arietinum L.) Induced by PGPR and PGRs

Naeem Khan; Asghari Bano; M. Atikur Rahman; et al.

10
claims
14
verbatim quotes
355
citations
2
research areas
✓
Open access · cc-by

Abstract

Abstract The plant growth promoting rhizobacteria (PGPR) and plant growth regulators (PGRs) can be applied to improve the growth and productivity of plants, with potential to be used for genetic improvement of drought tolerance. However, for genetic improvement to be achieved, a solid understanding of the physiological and biochemical changes in plants induced by PGPR and PGR is required. The present study was carried out to investigate the role of PGPR and PGRs on the physiology and biochemical changes in chickpea grown under drought stress conditions and their association with drought tolerance. The PGPR, isolated from the rhizosphere of chickpea, were characterized on the basis of colony morphology and biochemical characters. They were also screened for the production of indole-3-acetic acid (IAA), hydrogen cyanide (HCN), ammonia (NH 3 ), and exopolysaccharides (EPS) production. The isolated PGPR strains, named P1, P2, and P3, were identified by 16S-rRNA gene sequencing as Bacillus subtilis , Bacillus thuringiensis , and Bacillus megaterium , respectively. The seeds of two chickpea varieties, Punjab Noor-2009 (drought sensitive) and 93127 (drought tolerant) were soaked for 2–3 h prior to sowing in 24 h old cultures of isolates. The salicylic acid (SA) and putrescine (Put) were sprayed (150 mg/L) on 25 day old chickpea seedlings. The results showed that chickpea plants treated with a consortium of PGPR and PGRs significantly enhanced the chlorophyll, protein, and sugar contents compared to irrigated and drought conditions. Leaf proline content, lipid peroxidation, and activities of antioxidant enzymes (CAT, APOX, POD, and SOD) all increased in response to drought stress but decreased due to the PGPR and PGRs treatment. An ultrahigh performance liquid chromatography-high resolution mass spectrometry (UPLC-HRMS) analysis was carried out for metabolic profiling of chickpea leaves planted under controlled (well-irrigated), drought, and consortium (drought plus PGPR and PGRs) conditions. Proline, L-arginine, L-histidine, L-isoleucine, and tryptophan were accumulated in the leaves of chickpea exposed to drought stress. Consortium of PGPR and PGRs induced significant accumulation of riboflavin, L-asparagine, aspartate, glycerol, nicotinamide, and 3-hydroxy-3-methyglutarate in the leaves of chickpea. The drought sensitive chickpea variety showed significant accumulation of nicotinamide and 4-hydroxy-methylglycine in PGPR and PGR treated plants at both time points (44 and 60 days) as compared to non-inoculated drought plants. Additionally, arginine accumulation was also enhanced in the leaves of the sensitive variety under drought conditions. Metabolic changes as a result of drought and consortium conditions highlighted pools of metabolites that affect the metabolic and physiological adjustments in chickpea that reduce drought impacts.

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 10

Observationobservedoriginal resultmeasured

Claim · model-written summary

The three chickpea rhizosphere isolates were identified as Bacillus subtilis, B. thuringiensis and B. megaterium.

Taxon
chickpeaCicer arietinume1
Interactor
Bacillus subtilisBacillus subtilise0symbiont
Outcome
identified by 16S-rRNA gene sequencinge0

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

Cicer arietinum
Cicer arietinum · TaxonSanjay Acharya · CC BY-SA 3.0 · Wikimedia Commons ↗
Bacillus subtilis
Bacillus subtilis · InteractorY tambe (original uploader) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The isolated PGPR strains, named P1, P2, and P3, were identified by 16S-rRNA gene sequencing as Bacillus subtilis , Bacillus thuringiensis , and Bacillus megaterium , respectively.”

✓ located verbatim in the source · abstract, characters 895–1075 · show in text ↑
e1

“rhizosphere of chickpea”

✓ located verbatim in the source · abstract, characters 633–656 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Combined PGPR and PGR treatment significantly increased chickpea chlorophyll, protein and sugar contents versus irrigated and drought conditions.

Taxon
chickpeaCicer arietinume0
Treatment
a consortium of PGPR and PGRse0
Outcome
chlorophyll, protein, and sugar contentse0
Direction
enhancede0
Comparator
irrigated and drought conditionse0

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

Cicer arietinum
Cicer arietinum · TaxonSanjay Acharya · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“chickpea plants treated with a consortium of PGPR and PGRs significantly enhanced the chlorophyll, protein, and sugar contents compared to irrigated and drought conditions”

✓ located verbatim in the source · abstract, characters 1378–1549 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Drought increased leaf proline content, lipid peroxidation and antioxidant enzyme activities.

Taxon
ChickpeaCicer arietinumt0
Treatment
drought stresse0
Outcome
Leaf proline content, lipid peroxidation, and activities of antioxidant enzymese0
Direction
increasede0

Not reportedComparator

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

Cicer arietinum
Cicer arietinum · TaxonSanjay Acharya · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Chickpea”

✓ located verbatim in the source · title, characters 110–118 · show in text ↑
e0

“Leaf proline content, lipid peroxidation, and activities of antioxidant enzymes (CAT, APOX, POD, and SOD) all increased in response to drought stress”

✓ located verbatim in the source · abstract, characters 1551–1700 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

PGPR and PGR treatment decreased leaf proline, lipid peroxidation and antioxidant enzyme activities.

Taxon
ChickpeaCicer arietinumt0
Treatment
PGPR and PGRs treatmente0
Outcome
Leaf proline content, lipid peroxidation, and activities of antioxidant enzymese0
Direction
decreasede0
Comparator
drought stresse0

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

Cicer arietinum
Cicer arietinum · TaxonSanjay Acharya · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Chickpea”

✓ located verbatim in the source · title, characters 110–118 · show in text ↑
e0

“Leaf proline content, lipid peroxidation, and activities of antioxidant enzymes (CAT, APOX, POD, and SOD) all increased in response to drought stress but decreased due to the PGPR and PGRs treatment”

✓ located verbatim in the source · abstract, characters 1551–1749 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Drought caused accumulation of proline, L-arginine and L-histidine in chickpea leaves.

Taxon
chickpeaCicer arietinume0
Organ / stage
leavese0
Treatment
drought stresse0
Outcome
Proline, L-arginine, L-histidinee0
Direction
accumulatede0

Not reportedComparator

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

Cicer arietinum
Cicer arietinum · TaxonSanjay Acharya · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Proline, L-arginine, L-histidine, L-isoleucine, and tryptophan were accumulated in the leaves of chickpea exposed to drought stress”

✓ located verbatim in the source · abstract, characters 2020–2151 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Drought caused accumulation of L-isoleucine and tryptophan in chickpea leaves.

Taxon
chickpeaCicer arietinume0
Organ / stage
leavese0
Treatment
drought stresse0
Outcome
L-isoleucine, and tryptophane0
Direction
accumulatede0

Not reportedComparator

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

Cicer arietinum
Cicer arietinum · TaxonSanjay Acharya · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Proline, L-arginine, L-histidine, L-isoleucine, and tryptophan were accumulated in the leaves of chickpea exposed to drought stress”

✓ located verbatim in the source · abstract, characters 2020–2151 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

PGPR and PGR consortium significantly accumulated riboflavin, L-asparagine and aspartate.

Taxon
chickpeaCicer arietinume0
Treatment
Consortium of PGPR and PGRse0
Outcome
riboflavin, L-asparagine, aspartatee0
Direction
accumulatione0

Not reportedComparator

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

Cicer arietinum
Cicer arietinum · TaxonSanjay Acharya · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Consortium of PGPR and PGRs induced significant accumulation of riboflavin, L-asparagine, aspartate, glycerol, nicotinamide, and 3-hydroxy-3-methyglutarate in the leaves of chickpea”

✓ located verbatim in the source · abstract, characters 2153–2334 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

PGPR and PGR consortium significantly accumulated glycerol, nicotinamide and 3-hydroxy-3-methyglutarate.

Taxon
chickpeaCicer arietinume0
Treatment
Consortium of PGPR and PGRse0
Outcome
glycerol, nicotinamide, and 3-hydroxy-3-methyglutaratee0
Direction
accumulatione0

Not reportedComparator

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

Cicer arietinum
Cicer arietinum · TaxonSanjay Acharya · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Consortium of PGPR and PGRs induced significant accumulation of riboflavin, L-asparagine, aspartate, glycerol, nicotinamide, and 3-hydroxy-3-methyglutarate in the leaves of chickpea”

✓ located verbatim in the source · abstract, characters 2153–2334 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

In drought sensitive chickpea, PGPR and PGR treatment increased nicotinamide and 4-hydroxy-methylglycine at 44 and 60 days versus noninoculated drought plants.

Taxon
chickpeaCicer arietinume0
Treatment
PGPR and PGRe0
Outcome
nicotinamide and 4-hydroxy-methylglycinee0
Direction
accumulatione0
Qualifier
44 and 60 dayse0
Comparator
non-inoculated drought plantse0

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

Cicer arietinum
Cicer arietinum · TaxonSanjay Acharya · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The drought sensitive chickpea variety showed significant accumulation of nicotinamide and 4-hydroxy-methylglycine in PGPR and PGR treated plants at both time points (44 and 60 days) as compared to non-inoculated drought plants”

✓ located verbatim in the source · abstract, characters 2336–2563 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Drought enhanced arginine accumulation in the sensitive chickpea variety.

Taxon
ChickpeaCicer arietinumt0
Material
sensitive varietye0
Treatment
drought conditionse0
Outcome
arginine accumulatione0
Direction
enhancede0

Not reportedComparator

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

Cicer arietinum
Cicer arietinum · TaxonSanjay Acharya · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“arginine accumulation was also enhanced in the leaves of the sensitive variety under drought conditions”

✓ located verbatim in the source · abstract, characters 2579–2682 · show in text ↑
t0

“Chickpea”

✓ located verbatim in the source · title, characters 110–118 · show in text ↑

drought · molecular: metabolites · Cicer arietinum (chickpea)Positive and negative results

11 papers: 3 positive, 8 negative or no effect

7 papers in the same direction as this paper · 3 in the opposite direction

  1. positive
  2. positive
  3. positive

7 papers more in this group

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inoculation · molecular: metabolites · Cicer arietinum (chickpea)Positive and negative results

14 papers: 13 positive, 1 negative or no effect

12 papers in the same direction as this paper · 1 in the opposite direction

  1. no effect
  2. positive
  3. positive

10 papers more in this group

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drought · physiology: oxidative · Cicer arietinum (chickpea)Positive and negative results

19 papers: 4 positive, 15 negative or no effect

14 papers in the same direction as this paper · 4 in the opposite direction

  1. positive
  2. positive
  3. positive

15 papers more in this group

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inoculation · physiology: pigments · Cicer arietinum (chickpea)Positive and negative results

25 papers: 22 positive, 3 negative or no effect

21 papers in the same direction as this paper · 3 in the opposite direction

  1. positive
  2. negative
  3. negative

21 papers more in this group

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class · physiology: oxidative · Cicer arietinum (chickpea)Results agree

2 papers: 2 positive, 0 negative or no effect

1 paper in the same direction as this paper

  1. positive
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class · physiology: pigments · Cicer arietinum (chickpea)Results agree

4 papers: 4 positive, 0 negative or no effect

3 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive
See all 4 papers →

class · molecular: metabolites · Cicer arietinum (chickpea)Results agree

4 papers: 4 positive, 0 negative or no effect

3 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive
See all 4 papers →

inoculation · physiology: oxidative · Cicer arietinum (chickpea)Results agree

8 papers: 8 positive, 0 negative or no effect

7 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

4 papers more in this group

See all 8 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.