Paper · 2022 · Frontiers in Plant Science

Influence of biochar and microorganism co-application on stabilization of cadmium (Cd) and improved maize growth in Cd-contaminated soil

Fasih Ullah Haider; Muhammad Farooq; Muhammad Naveed; et al.

10
claims
17
verbatim quotes
52
citations
2
research areas
✓
Open access · cc-by

Abstract

Cadmium (Cd) is one the leading environmental contaminants. The Cd toxicity and its potential stabilization strategies have been investigated in the recent years. However, the combined effects of biochar and microorganisms on the adsorption of Cd and maize plant physiology, still remained unclear. Therefore, this experiment was conducted to evaluate the combined effects of biochar (BC) pyrolyzed from (maize-straw, cow-manure, and poultry-manure, and microorganisms [ Trichoderma harzianum (fungus) and Bacillus subtilis (bacteria)], on plant nutrient uptake under various Cd-stress levels (0, 10, and 30 ppm). The highest level of Cd stress (30 ppm) caused the highest reduction in maize plant biomass, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate as compared to control Cd 0 (0 ppm). The sole application of BC and microorganisms significantly improved plant growth, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate and caused a significant reduction in root and shoot Cd. However, the co-application of BC and microorganisms was more effective than the sole applications. In this regard, the highest improvement in plant growth and carbon assimilation, and highest reduction in root and shoot Cd was recorded from co-application of cow-manure and combined inoculation of Trichoderma harzianum (fungus) + Bacillus subtilis (bacteria) under Cd stress. However, due to the aging factor and biochar leaching alkalinity, the effectiveness of biochar in removing Cd may diminish over time, necessitating long-term experiments to improve understanding of biochar and microbial efficiency for specific bioremediation aims.

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

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

The highest Cd stress (30 ppm) caused the highest reduction in maize plant biomass compared with Cd 0 control.

Taxon
maizeZea mayse0
Treatment
highest level of Cd stress (30 ppm)e0
Outcome
maize plant biomasse0
Direction
highest reductione0
Comparator
control Cd 0 (0 ppm)e0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The highest level of Cd stress (30 ppm) caused the highest reduction in maize plant biomass, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate as compared to control Cd 0 (0 ppm)”

✓ located verbatim in the source · abstract, characters 614–851 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

The highest Cd stress (30 ppm) caused the highest reduction in intercellular CO2 and transpiration rate compared with Cd 0 control.

Taxon
maizeZea mayse0
Treatment
highest level of Cd stress (30 ppm)e0
Outcome
intercellular CO 2 , transpiration ratee0
Direction
highest reductione0
Comparator
control Cd 0 (0 ppm)e0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The highest level of Cd stress (30 ppm) caused the highest reduction in maize plant biomass, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate as compared to control Cd 0 (0 ppm)”

✓ located verbatim in the source · abstract, characters 614–851 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

The highest Cd stress (30 ppm) caused the highest reduction in water use efficiency, stomatal conductance and photosynthesis rate compared with Cd 0 control.

Taxon
maizeZea mayse0
Treatment
highest level of Cd stress (30 ppm)e0
Outcome
water use efficiency, stomatal conductance, and photosynthesis ratee0
Direction
highest reductione0
Comparator
control Cd 0 (0 ppm)e0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The highest level of Cd stress (30 ppm) caused the highest reduction in maize plant biomass, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate as compared to control Cd 0 (0 ppm)”

✓ located verbatim in the source · abstract, characters 614–851 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

The sole application of biochar and microorganisms significantly improved maize plant growth.

Taxon
maizeZea mayse0
Treatment
sole application of BC and microorganismse1
Interactor
microorganismse1symbiont
Outcome
plant growthe1
Direction
improvede1

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The highest level of Cd stress (30 ppm) caused the highest reduction in maize plant biomass, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate as compared to control Cd 0 (0 ppm)”

✓ located verbatim in the source · abstract, characters 614–851 · show in text ↑
e1

“The sole application of BC and microorganisms significantly improved plant growth, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate and caused a significant reduction in root and shoot Cd”

✓ located verbatim in the source · abstract, characters 853–1100 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

The sole application of biochar and microorganisms significantly improved intercellular CO2 and transpiration rate in maize.

Taxon
maizeZea mayse0
Treatment
sole application of BC and microorganismse1
Interactor
microorganismse1symbiont
Outcome
intercellular CO 2 , transpiration ratee1
Direction
improvede1

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The highest level of Cd stress (30 ppm) caused the highest reduction in maize plant biomass, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate as compared to control Cd 0 (0 ppm)”

✓ located verbatim in the source · abstract, characters 614–851 · show in text ↑
e1

“The sole application of BC and microorganisms significantly improved plant growth, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate and caused a significant reduction in root and shoot Cd”

✓ located verbatim in the source · abstract, characters 853–1100 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

The sole application of biochar and microorganisms significantly improved water use efficiency, stomatal conductance and photosynthesis rate in maize.

Taxon
maizeZea mayse0
Treatment
sole application of BC and microorganismse1
Interactor
microorganismse1symbiont
Outcome
water use efficiency, stomatal conductance, and photosynthesis ratee1
Direction
improvede1

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The highest level of Cd stress (30 ppm) caused the highest reduction in maize plant biomass, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate as compared to control Cd 0 (0 ppm)”

✓ located verbatim in the source · abstract, characters 614–851 · show in text ↑
e1

“The sole application of BC and microorganisms significantly improved plant growth, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate and caused a significant reduction in root and shoot Cd”

✓ located verbatim in the source · abstract, characters 853–1100 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

The sole application of biochar and microorganisms significantly reduced root and shoot Cd in maize.

Taxon
maizeZea mayse0
Treatment
sole application of BC and microorganismse1
Interactor
microorganismse1symbiont
Outcome
root and shoot Cde1
Direction
reductione1

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The highest level of Cd stress (30 ppm) caused the highest reduction in maize plant biomass, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate as compared to control Cd 0 (0 ppm)”

✓ located verbatim in the source · abstract, characters 614–851 · show in text ↑
e1

“The sole application of BC and microorganisms significantly improved plant growth, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate and caused a significant reduction in root and shoot Cd”

✓ located verbatim in the source · abstract, characters 853–1100 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Co-application of biochar and microorganisms was more effective than the sole applications in maize under Cd stress.

Taxon
maizeZea mayse0
Treatment
co-application of BC and microorganismse2
Outcome
effectivee2
Direction
more effectivee2
Comparator
sole applicationse2

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The highest level of Cd stress (30 ppm) caused the highest reduction in maize plant biomass, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate as compared to control Cd 0 (0 ppm)”

✓ located verbatim in the source · abstract, characters 614–851 · show in text ↑
e2

“the co-application of BC and microorganisms was more effective than the sole applications”

✓ located verbatim in the source · abstract, characters 1111–1200 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Co-application of cow-manure biochar with combined Trichoderma harzianum and Bacillus subtilis gave the highest improvement in maize growth and carbon assimilation under Cd stress.

Taxon
maizeZea mayse0
Treatment
co-application of cow-manure and combined inoculation of Trichoderma harzianum (fungus) + Bacillus subtilis (bacteria)e3
Interactor
Trichoderma harzianumTrichoderma harzianume3symbiont
Second interactor
Bacillus subtilisBacillus subtilise3symbiont
Outcome
plant growth and carbon assimilatione3
Direction
highest improvemente3

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗
Trichoderma harzianum
Trichoderma harzianum · InteractorUS Department of Agriculture, Agricultural Research Service, Systematic Botany and Mycology Laboratory, [1] · Public domain · Wikimedia Commons ↗
Bacillus subtilis
Bacillus subtilis · Second interactorY tambe (original uploader) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The highest level of Cd stress (30 ppm) caused the highest reduction in maize plant biomass, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate as compared to control Cd 0 (0 ppm)”

✓ located verbatim in the source · abstract, characters 614–851 · show in text ↑
e3

“the highest improvement in plant growth and carbon assimilation, and highest reduction in root and shoot Cd was recorded from co-application of cow-manure and combined inoculation of Trichoderma harzianum (fungus) + Bacillus subtilis (bacteria) under Cd stress”

✓ located verbatim in the source · abstract, characters 1218–1478 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Co-application of cow-manure biochar with combined Trichoderma harzianum and Bacillus subtilis gave the highest reduction in root and shoot Cd under Cd stress.

Taxon
maizeZea mayse0
Treatment
co-application of cow-manure and combined inoculation of Trichoderma harzianum (fungus) + Bacillus subtilis (bacteria)e3
Interactor
Trichoderma harzianumTrichoderma harzianume3symbiont
Second interactor
Bacillus subtilisBacillus subtilise3symbiont
Outcome
root and shoot Cde3
Direction
highest reductione3

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗
Trichoderma harzianum
Trichoderma harzianum · InteractorUS Department of Agriculture, Agricultural Research Service, Systematic Botany and Mycology Laboratory, [1] · Public domain · Wikimedia Commons ↗
Bacillus subtilis
Bacillus subtilis · Second interactorY tambe (original uploader) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The highest level of Cd stress (30 ppm) caused the highest reduction in maize plant biomass, intercellular CO 2 , transpiration rate, water use efficiency, stomatal conductance, and photosynthesis rate as compared to control Cd 0 (0 ppm)”

✓ located verbatim in the source · abstract, characters 614–851 · show in text ↑
e3

“the highest improvement in plant growth and carbon assimilation, and highest reduction in root and shoot Cd was recorded from co-application of cow-manure and combined inoculation of Trichoderma harzianum (fungus) + Bacillus subtilis (bacteria) under Cd stress”

✓ located verbatim in the source · abstract, characters 1218–1478 · show in text ↑

cadmium atom · growth · Zea mays (maize)Results differ

96 papers: 11 positive, 85 negative or no effect

84 papers in the same direction as this paper · 11 in the opposite direction

  1. negative
  2. negative
  3. positive

92 papers more in this group

See all 96 papers →

Bacillus subtilis · physiology: photosynthesis · Zea mays (maize)Positive and negative results

2 papers: 1 positive, 1 negative or no effect

1 in the opposite direction

  1. no effect
See all 2 papers →

cadmium atom · physiology: photosynthesis · Zea mays (maize)Positive and negative results

29 papers: 1 positive, 28 negative or no effect

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

  1. negative
  2. positive
  3. negative

25 papers more in this group

See all 29 papers →

Trichoderma harzianum · nutrient: content · Zea mays (maize)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 →

Trichoderma harzianum · physiology: photosynthesis · Zea mays (maize)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 →

cadmium atom · physiology: gas exchange · Zea mays (maize)Results agree

4 papers: 0 positive, 4 negative or no effect

3 papers in the same direction as this paper

  1. no effect
  2. negative
  3. negative
See all 4 papers →

Bacillus subtilis · nutrient: content · Zea mays (maize)Results agree

12 papers: 12 positive, 0 negative or no effect

11 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

8 papers more in this group

See all 12 papers →

heavy metal · physiology: gas exchange · Zea mays (maize)Positive and negative results

5 papers: 1 positive, 4 negative or no effect

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

  1. positive
  2. negative
  3. negative

1 paper more in this group

See all 5 papers →

8 of 18 groups shown: named compounds and organisms first, then groups whose results differ (checked claim by claim), then those with positive and negative results, then the smaller groups.

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.