Paper · 2023 · Microorganisms

Endophytic Colonization by Beauveria bassiana and Metarhizium anisopliae in Maize Plants Affects the Fitness of Spodoptera frugiperda (Lepidoptera: Noctuidae)

Nimra Altaf; Muhammad Irfan Ullah; Muhammad Afzal; et al.

13
claims
32
verbatim quotes
35
citations
2
research areas
✓
Open access · cc-by

Abstract

The fall armyworm, Spodoptera frugiperda (Noctuidae; Lepidoptera), is a serious threat to food security as it has the potential to feed on over 353 plant species. To control this insect pest, endophytic colonization of entomopathogenic fungi (EPF) in plants is being considered as a safer and more effective alternative. This study evaluated the efficacy of two EPFs, Beauveria bassiana and Metarhizium anisopliae, for endophytic colonization using foliar spray and seed treatment methods on maize plants, and their impact on the survival, development, and fecundity of S. frugiperda. Both EPF effectively colonized the maize plants with foliar spray and seed treatment methods, resulting in 72–80% and 50–60% colonization rates, respectively, 14 days after inoculation. The EPF negatively impacted the development and fecundity of S. frugiperda. Larvae feeding on EPF-inoculated leaves had slower development (21.21 d for M. anisopliae and 20.64 d for B. bassiana) than the control treatment (20.27 d). The fecundity rate was also significantly reduced to 260.0–290.1 eggs/female with both EPF applications compared with the control treatment (435.6 eggs/female). Age-stage-specific parameters showed lower fecundity, life expectancy, and survival of S. frugiperda when they fed on both EPF-inoculated leaves compared with untreated leaves. Furthermore, both EPFs had a significant effect on population parameters such as intrinsic (r = 0.127 d−1 for B. bassiana, and r = 0.125 d−1 for M. anisopliae) and finite rate (λ = 1.135 d−1 for B. bassiana, and λ = 1.1333 d−1 for M. anisopliae) of S. frugiperda compared with the control (r = 0.133 d−1 and λ = 1.146 d−1). These findings suggest that EPF can be effectively used for the endophytic colonization of maize plants to control S. frugiperda. Therefore, these EPFs should be integrated into pest management programs for this pest.

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 13

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Beauveria bassiana colonized maize after foliar spray at 72–80% after 14 days.

Taxon
Maize PlantsZea mayst0
Treatment
foliar spraye0
Interactor
Beauveria bassianaBeauveria bassianae1symbiont
Outcome
colonization ratese0
Value
72–80%e0
Qualifier
14 days after inoculatione0

Not reportedComparatorDirection

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 ↗
Beauveria bassiana
Beauveria bassiana · InteractorBealeiderman · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Maize Plants”

✓ located verbatim in the source · title, characters 76–88 · show in text ↑
e0

“Both EPF effectively colonized the maize plants with foliar spray and seed treatment methods, resulting in 72–80% and 50–60% colonization rates, respectively, 14 days after inoculation”

✓ located verbatim in the source · abstract, characters 585–769 · show in text ↑
e1

“Beauveria bassiana and Metarhizium anisopliae”

✓ located verbatim in the source · abstract, characters 368–413 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Metarhizium anisopliae colonized maize after foliar spray at 72–80% after 14 days.

Taxon
Maize PlantsZea mayst0
Treatment
foliar spraye0
Interactor
Metarhizium anisopliaeMetarhizium anisopliaee1symbiont
Outcome
colonization ratese0
Value
72–80%e0

Not reportedComparatorDirection

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 ↗
Metarhizium anisopliae
Metarhizium anisopliae · Interactor · picture from its Wikimedia Commons categoryChengshu Wang and Yuxian Xia · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

t0

“Maize Plants”

✓ located verbatim in the source · title, characters 76–88 · show in text ↑
e0

“Both EPF effectively colonized the maize plants with foliar spray and seed treatment methods, resulting in 72–80% and 50–60% colonization rates, respectively, 14 days after inoculation”

✓ located verbatim in the source · abstract, characters 585–769 · show in text ↑
e1

“Metarhizium anisopliae”

✓ located verbatim in the source · abstract, characters 391–413 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Beauveria bassiana colonized maize after seed treatment at 50–60%.

Taxon
Maize PlantsZea mayst0
Treatment
seed treatmente0
Interactor
Beauveria bassianaBeauveria bassianae1symbiont
Outcome
colonization ratese0
Value
50–60%e0

Not reportedComparatorDirection

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 ↗
Beauveria bassiana
Beauveria bassiana · InteractorBealeiderman · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Maize Plants”

✓ located verbatim in the source · title, characters 76–88 · show in text ↑
e0

“Both EPF effectively colonized the maize plants with foliar spray and seed treatment methods, resulting in 72–80% and 50–60% colonization rates, respectively, 14 days after inoculation”

✓ located verbatim in the source · abstract, characters 585–769 · show in text ↑
e1

“Beauveria bassiana”

✓ located verbatim in the source · abstract, characters 368–386 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Metarhizium anisopliae colonized maize after seed treatment at 50–60%.

Taxon
Maize PlantsZea mayst0
Treatment
seed treatmente0
Interactor
Metarhizium anisopliaeMetarhizium anisopliaee1symbiont
Outcome
colonization ratese0
Value
50–60%e0

Not reportedComparatorDirection

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 ↗
Metarhizium anisopliae
Metarhizium anisopliae · Interactor · picture from its Wikimedia Commons categoryChengshu Wang and Yuxian Xia · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

t0

“Maize Plants”

✓ located verbatim in the source · title, characters 76–88 · show in text ↑
e0

“Both EPF effectively colonized the maize plants with foliar spray and seed treatment methods, resulting in 72–80% and 50–60% colonization rates, respectively, 14 days after inoculation”

✓ located verbatim in the source · abstract, characters 585–769 · show in text ↑
e1

“Metarhizium anisopliae”

✓ located verbatim in the source · abstract, characters 391–413 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

M. anisopliae increased larval development time to 21.21 d versus 20.27 d control.

Taxon
Maize PlantsZea mayst0
Treatment
M. anisopliaee0
Interactor
Larvaee0pest
Outcome
Larvaee0
Direction
slowere0
Value
21.21 de0
Qualifier
20.27 de0
Comparator
control treatmente0

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

t0

“Maize Plants”

✓ located verbatim in the source · title, characters 76–88 · show in text ↑
e0

“Larvae feeding on EPF-inoculated leaves had slower development (21.21 d for M. anisopliae and 20.64 d for B. bassiana) than the control treatment (20.27 d)”

✓ located verbatim in the source · abstract, characters 847–1002 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

B. bassiana increased larval development time to 20.64 d versus 20.27 d control.

Taxon
Maize PlantsZea mayst0
Treatment
B. bassianae0
Interactor
Larvaee0pest
Outcome
Larvaee0
Direction
slowere0
Value
20.64 de0
Comparator
control treatmente0

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

t0

“Maize Plants”

✓ located verbatim in the source · title, characters 76–88 · show in text ↑
e0

“Larvae feeding on EPF-inoculated leaves had slower development (21.21 d for M. anisopliae and 20.64 d for B. bassiana) than the control treatment (20.27 d)”

✓ located verbatim in the source · abstract, characters 847–1002 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Both fungi reduced S. frugiperda fecundity to 260.0–290.1 eggs/female versus 435.6 control.

Taxon
Maize PlantsZea mayst0
Treatment
both EPF applicationse0
Interactor
S. frugiperdaSpodoptera frugiperdae1pest
Outcome
fecundity ratee0
Direction
reducede0
Value
260.0–290.1 eggs/femalee0
Qualifier
435.6 eggs/femalee0
Comparator
control treatmente0

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 ↗
Spodoptera frugiperda
Spodoptera frugiperda · InteractorUSGS Bee Inventory and Monitoring Lab from Beltsville, Maryland, USA · Public domain · Wikimedia Commons ↗

Verbatim

t0

“Maize Plants”

✓ located verbatim in the source · title, characters 76–88 · show in text ↑
e0

“The fecundity rate was also significantly reduced to 260.0–290.1 eggs/female with both EPF applications compared with the control treatment (435.6 eggs/female)”

✓ located verbatim in the source · abstract, characters 1004–1163 · show in text ↑
e1

“development and fecundity of S. frugiperda”

✓ located verbatim in the source · abstract, characters 803–845 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Both fungi reduced fall armyworm fecundity, life expectancy and survival relative to untreated leaves.

Taxon
Maize PlantsZea mayst0
Treatment
both EPF-inoculated leavese0
Interactor
S. frugiperdaSpodoptera frugiperdae0pest
Outcome
fecundity, life expectancy, and survival of S. frugiperdae0
Direction
lowere0
Comparator
untreated leavese0

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 ↗
Spodoptera frugiperda
Spodoptera frugiperda · InteractorUSGS Bee Inventory and Monitoring Lab from Beltsville, Maryland, USA · Public domain · Wikimedia Commons ↗

Verbatim

t0

“Maize Plants”

✓ located verbatim in the source · title, characters 76–88 · show in text ↑
e0

“Age-stage-specific parameters showed lower fecundity, life expectancy, and survival of S. frugiperda when they fed on both EPF-inoculated leaves compared with untreated leaves”

✓ located verbatim in the source · abstract, characters 1165–1340 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

B. bassiana reduced S. frugiperda intrinsic rate to 0.127 d−1 from 0.133 d−1.

Taxon
Maize PlantsZea mayst0
Treatment
B. bassianae0
Interactor
S. frugiperdaSpodoptera frugiperdae0pest
Outcome
intrinsice0
Direction
decreaseinferrede0
Value
0.127 d−1e0
Comparator
controle0

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 ↗
Spodoptera frugiperda
Spodoptera frugiperda · InteractorUSGS Bee Inventory and Monitoring Lab from Beltsville, Maryland, USA · Public domain · Wikimedia Commons ↗

Verbatim

t0

“Maize Plants”

✓ located verbatim in the source · title, characters 76–88 · show in text ↑
e0

“intrinsic (r = 0.127 d−1 for B. bassiana, and r = 0.125 d−1 for M. anisopliae) and finite rate (λ = 1.135 d−1 for B. bassiana, and λ = 1.1333 d−1 for M. anisopliae) of S. frugiperda compared with the control (r = 0.133 d−1 and λ = 1.146 d−1)”

✓ located verbatim in the source · abstract, characters 1423–1664 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

M. anisopliae reduced S. frugiperda intrinsic rate to 0.125 d−1.

Taxon
Maize PlantsZea mayst0
Treatment
M. anisopliaee0
Interactor
S. frugiperdaSpodoptera frugiperdae0pest
Outcome
intrinsice0
Direction
decreaseinferrede0
Value
0.125 d−1e0
Comparator
controle0

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 ↗
Spodoptera frugiperda
Spodoptera frugiperda · InteractorUSGS Bee Inventory and Monitoring Lab from Beltsville, Maryland, USA · Public domain · Wikimedia Commons ↗

Verbatim

t0

“Maize Plants”

✓ located verbatim in the source · title, characters 76–88 · show in text ↑
e0

“intrinsic (r = 0.127 d−1 for B. bassiana, and r = 0.125 d−1 for M. anisopliae) and finite rate (λ = 1.135 d−1 for B. bassiana, and λ = 1.1333 d−1 for M. anisopliae) of S. frugiperda compared with the control (r = 0.133 d−1 and λ = 1.146 d−1)”

✓ located verbatim in the source · abstract, characters 1423–1664 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

B. bassiana reduced S. frugiperda finite rate to 1.135 d−1.

Taxon
Maize PlantsZea mayst0
Treatment
B. bassianae0
Interactor
S. frugiperdaSpodoptera frugiperdae0pest
Outcome
finite ratee0
Direction
decreaseinferrede0
Value
1.135 d−1e0
Comparator
controle0

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 ↗
Spodoptera frugiperda
Spodoptera frugiperda · InteractorUSGS Bee Inventory and Monitoring Lab from Beltsville, Maryland, USA · Public domain · Wikimedia Commons ↗

Verbatim

t0

“Maize Plants”

✓ located verbatim in the source · title, characters 76–88 · show in text ↑
e0

“finite rate (λ = 1.135 d−1 for B. bassiana, and λ = 1.1333 d−1 for M. anisopliae) of S. frugiperda compared with the control (r = 0.133 d−1 and λ = 1.146 d−1)”

✓ located verbatim in the source · abstract, characters 1506–1664 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

M. anisopliae reduced S. frugiperda finite rate to 1.1333 d−1.

Taxon
Maize PlantsZea mayst0
Treatment
M. anisopliaee0
Interactor
S. frugiperdaSpodoptera frugiperdae0pest
Outcome
finite ratee0
Direction
decreaseinferrede0
Value
1.1333 d−1e0
Comparator
controle0

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 ↗
Spodoptera frugiperda
Spodoptera frugiperda · InteractorUSGS Bee Inventory and Monitoring Lab from Beltsville, Maryland, USA · Public domain · Wikimedia Commons ↗

Verbatim

t0

“Maize Plants”

✓ located verbatim in the source · title, characters 76–88 · show in text ↑
e0

“finite rate (λ = 1.135 d−1 for B. bassiana, and λ = 1.1333 d−1 for M. anisopliae) of S. frugiperda compared with the control (r = 0.133 d−1 and λ = 1.146 d−1)”

✓ located verbatim in the source · abstract, characters 1506–1664 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Authors recommend integrating the fungi into fall armyworm pest management.

Taxon
Maize PlantsZea mayst0
Interactor
S. frugiperdaSpodoptera frugiperdae1pest
Outcome
integrated into pest management programse0

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 ↗
Spodoptera frugiperda
Spodoptera frugiperda · InteractorUSGS Bee Inventory and Monitoring Lab from Beltsville, Maryland, USA · Public domain · Wikimedia Commons ↗

Verbatim

t0

“Maize Plants”

✓ located verbatim in the source · title, characters 76–88 · show in text ↑
e0

“these EPFs should be integrated into pest management programs for this pest”

✓ located verbatim in the source · abstract, characters 1807–1882 · show in text ↑
e1

“development and fecundity of S. frugiperda”

✓ located verbatim in the source · abstract, characters 803–845 · show in text ↑

Beauveria bassiana · pest · Zea mays (maize)Positive and negative results

13 papers: 11 positive, 2 negative or no effect

10 papers in the same direction as this paper · 2 in the opposite direction

  1. negative
  2. no effect
  3. positive

9 papers more in this group

See all 13 papers →

Beauveria bassiana · Spodoptera frugiperda · Zea mays (maize)Positive and negative results

14 papers: 11 positive, 3 negative or no effect

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

  1. negative
  2. negative
  3. negative

10 papers more in this group

See all 14 papers →

Metarhizium anisopliae · pest · Zea mays (maize)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 →

Metarhizium anisopliae · Spodoptera frugiperda · Zea mays (maize)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 →

application · Beauveria bassiana · 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 →

biocontrol · Spodoptera frugiperda · Zea mays (maize)Results agree

13 papers: 13 positive, 0 negative or no effect

12 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

9 papers more in this group

See all 13 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.