Paper · 2026 · Scientific Reports

Mycorrhizal and bacterial inoculants enhance photosynthesis, water relations, and leaf thermal regulation in Vigna Radiata L. under soilless substrate culture

Shirwan Malaie; Latifeh Pourakbar; Sina Siavash Moghaddam; et al.

12
claims
27
verbatim quotes
0
citations
3
research areas
✓
Open access · cc-by-nc-nd

Abstract

Plant growth-promoting microorganisms (PGPMs) and biochar are increasingly recognized as sustainable strategies to enhance crop performance; however, their comparative and integrative effects on carbon-water coordination and leaf thermal regulation under soilless substrate conditions remain poorly resolved. We investigated the physiological responses of Vigna radiata L. to bacterial biostimulant (BB), arbuscular mycorrhizal (AM) fungi, their co-inoculation (BA), and BA combined with biochar (BiB). All treatments enhanced biomass relative to the uninoculated control, but through distinct physiological mechanisms. BB reduced leaf temperature (LT) primarily via increased stomatal conductance and transpiration, supporting higher net photosynthesis. In contrast, AM enhanced plant water status, as reflected by higher relative water content, and maintained intrinsic water-use efficiency comparable to the control but greater than in the other inoculation treatments. The reduction in LT under AM, despite unchanged transpiration, may reflect differences in plant water relations rather than purely evaporative cooling. BA integrated these complementary functions, resulting in the lowest LT, and maximum biomass. BiB further enhanced photosynthetic rate and maintained intrinsic water-use efficiency, although biomass was slightly lower than in BA. Collectively, the results demonstrate that the distinct physiological roles of bacterial and mycorrhizal inoculants, stomatal-driven carbon acquisition versus hydraulic stabilization, become functionally complementary under co-inoculation, enabling coordinated regulation of carbon assimilation, water balance, and leaf thermal dynamics to maximize biomass production. By reducing leaf temperature, PGPMs could contribute to maintaining photosynthetic efficiency under potential heat stress.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by-nc-nd. 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 12

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

All treatments enhanced biomass versus the uninoculated control.

Taxon
Vigna radiata L.Vigna radiatat0
Treatment
All treatmentse0
Outcome
biomasse0
Direction
enhancede0
Comparator
the uninoculated controle0

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“All treatments enhanced biomass relative to the uninoculated control”

✓ located verbatim in the source · abstract, characters 503–571 · show in text ↑
t0

“Vigna radiata L.”

✓ located after whitespace/quote normalisation · title, characters 109–125 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Bacterial biostimulant reduced leaf temperature.

Taxon
Vigna radiata L.Vigna radiatat0
Treatment
BBe0
Outcome
leaf temperaturee0
Direction
reducede0

Not reportedComparator

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“BB reduced leaf temperature (LT) primarily via increased stomatal conductance and transpiration, supporting higher net photosynthesis”

✓ located verbatim in the source · abstract, characters 620–753 · show in text ↑
t0

“Vigna radiata L.”

✓ located after whitespace/quote normalisation · title, characters 109–125 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Bacterial biostimulant increased stomatal conductance and transpiration.

Taxon
Vigna radiata L.Vigna radiatat0
Treatment
BBe0
Outcome
stomatal conductance and transpiratione0
Direction
increasede0

Not reportedComparator

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“BB reduced leaf temperature (LT) primarily via increased stomatal conductance and transpiration, supporting higher net photosynthesis”

✓ located verbatim in the source · abstract, characters 620–753 · show in text ↑
t0

“Vigna radiata L.”

✓ located after whitespace/quote normalisation · title, characters 109–125 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Bacterial biostimulant supported higher net photosynthesis.

Taxon
Vigna radiata L.Vigna radiatat0
Treatment
BBe0
Outcome
net photosynthesise0
Direction
highere0

Not reportedComparator

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“BB reduced leaf temperature (LT) primarily via increased stomatal conductance and transpiration, supporting higher net photosynthesis”

✓ located verbatim in the source · abstract, characters 620–753 · show in text ↑
t0

“Vigna radiata L.”

✓ located after whitespace/quote normalisation · title, characters 109–125 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

AM fungi increased relative water content.

Taxon
Vigna radiata L.Vigna radiatat0
Treatment
AMe0
Interactor
arbuscular mycorrhizal (AM) fungie1symbiont
Outcome
relative water contente0
Direction
highere0

Not reportedComparator

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“AM enhanced plant water status, as reflected by higher relative water content”

✓ located verbatim in the source · abstract, characters 768–845 · show in text ↑
t0

“Vigna radiata L.”

✓ located after whitespace/quote normalisation · title, characters 109–125 · show in text ↑
e1

“bacterial biostimulant (BB), arbuscular mycorrhizal (AM) fungi, their co-inoculation (BA), and BA combined with biochar (BiB)”

✓ located verbatim in the source · abstract, characters 376–501 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

AM maintained water-use efficiency comparable to control but above other inoculation treatments.

Taxon
Vigna radiata L.Vigna radiatat0
Treatment
AMe1
Interactor
arbuscular mycorrhizal (AM) fungie1symbiont
Outcome
intrinsic water-use efficiencye0
Direction
greatere0
Comparator
the controle0

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“maintained intrinsic water-use efficiency comparable to the control but greater than in the other inoculation treatments”

✓ located verbatim in the source · abstract, characters 851–971 · show in text ↑
t0

“Vigna radiata L.”

✓ located after whitespace/quote normalisation · title, characters 109–125 · show in text ↑
e1

“bacterial biostimulant (BB), arbuscular mycorrhizal (AM) fungi, their co-inoculation (BA), and BA combined with biochar (BiB)”

✓ located verbatim in the source · abstract, characters 376–501 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

AM reduced leaf temperature despite unchanged transpiration.

Taxon
Vigna radiata L.Vigna radiatat0
Treatment
AMe0
Outcome
LTe0
Direction
reductione0

Not reportedComparator

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The reduction in LT under AM, despite unchanged transpiration”

✓ located verbatim in the source · abstract, characters 973–1034 · show in text ↑
t0

“Vigna radiata L.”

✓ located after whitespace/quote normalisation · title, characters 109–125 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Co-inoculation produced the lowest leaf temperature.

Taxon
Vigna radiata L.Vigna radiatat0
Treatment
BAe0
Outcome
LTe0
Direction
loweste0

Not reportedComparator

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“BA integrated these complementary functions, resulting in the lowest LT, and maximum biomass”

✓ located verbatim in the source · abstract, characters 1125–1217 · show in text ↑
t0

“Vigna radiata L.”

✓ located after whitespace/quote normalisation · title, characters 109–125 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Co-inoculation produced maximum biomass.

Taxon
Vigna radiata L.Vigna radiatat0
Treatment
BAe0
Outcome
biomasse0
Direction
maximume0

Not reportedComparator

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“BA integrated these complementary functions, resulting in the lowest LT, and maximum biomass”

✓ located verbatim in the source · abstract, characters 1125–1217 · show in text ↑
t0

“Vigna radiata L.”

✓ located after whitespace/quote normalisation · title, characters 109–125 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Adding biochar to co-inoculation further enhanced photosynthetic rate.

Taxon
Vigna radiata L.Vigna radiatat0
Treatment
BiBe0
Outcome
photosynthetic ratee0
Direction
enhancede0
Comparator
BAe0

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“BiB further enhanced photosynthetic rate and maintained intrinsic water-use efficiency, although biomass was slightly lower than in BA”

✓ located verbatim in the source · abstract, characters 1219–1353 · show in text ↑
t0

“Vigna radiata L.”

✓ located after whitespace/quote normalisation · title, characters 109–125 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Biochar plus co-inoculation maintained intrinsic water-use efficiency.

Taxon
Vigna radiata L.Vigna radiatat0
Treatment
BiBe0
Outcome
intrinsic water-use efficiencye0
Direction
maintainede0

Not reportedComparator

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“BiB further enhanced photosynthetic rate and maintained intrinsic water-use efficiency, although biomass was slightly lower than in BA”

✓ located verbatim in the source · abstract, characters 1219–1353 · show in text ↑
t0

“Vigna radiata L.”

✓ located after whitespace/quote normalisation · title, characters 109–125 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Biochar plus co-inoculation yielded slightly less biomass than co-inoculation alone.

Taxon
Vigna radiata L.Vigna radiatat0
Treatment
BiBe1
Outcome
biomasse0
Direction
lowere0
Comparator
BAe0

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“biomass was slightly lower than in BA”

✓ located verbatim in the source · abstract, characters 1316–1353 · show in text ↑
t0

“Vigna radiata L.”

✓ located after whitespace/quote normalisation · title, characters 109–125 · show in text ↑
e1

“bacterial biostimulant (BB), arbuscular mycorrhizal (AM) fungi, their co-inoculation (BA), and BA combined with biochar (BiB)”

✓ located verbatim in the source · abstract, characters 376–501 · show in text ↑

N-benzyladenine · physiology: photosynthesis · Vigna radiata (mung bean)Results agree

2 papers: 2 positive, 0 negative or no effect

1 paper in the same direction as this paper

  1. positive
See all 2 papers →

N-benzyladenine · growth · Vigna radiata (mung bean)Results agree

10 papers: 10 positive, 0 negative or no effect

9 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

6 papers more in this group

See all 10 papers →

biochar · growth · Vigna radiata (mung bean)Positive and negative results

10 papers: 9 positive, 1 negative or no effect

9 in the opposite direction

  1. positive
  2. positive
  3. positive

6 papers more in this group

See all 10 papers →

biochar · physiology: water · Vigna radiata (mung bean)Results agree

2 papers: 2 positive, 0 negative or no effect

1 paper in the same direction as this paper

  1. positive
See all 2 papers →

other · physiology: photosynthesis · Vigna radiata (mung bean)Results agree

3 papers: 3 positive, 0 negative or no effect

2 papers in the same direction as this paper

  1. positive
  2. positive
See all 3 papers →

mycorrhiza · physiology: water · Vigna radiata (mung bean)Results agree

6 papers: 6 positive, 0 negative or no effect

5 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

2 papers more in this group

See all 6 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.