Paper · 2026 · Frontiers in Plant Science

Enhanced morphological and physiological responses of micro-propagated cassava through arbuscular mycorrhizal fungus inoculation

Ika Wahyuni; Bolaji Thanni; Achmad Subagio; et al.

10
claims
26
verbatim quotes
0
citations
3
research areas
✓
Open access · cc-by

Abstract

Micropropagation is instrumental for the rapid multiplication of elite cassava varieties with improved traits. However, it is often impaired by transplanting stress associated with acclimatization, which occurs during the acclimatization, transfer from in vitro to soil condition. Arbuscular Mycorrhizal Fungi (AMF) could be used to reduce transplant shock symptoms through improved nutrient acquisition and physiological function. In this study, we investigated the impact of inoculating anAMF, R. irregularis , on the growth of two varieties of micropropagated cassava on plant physiological traits, the δ 13 C and δ 15 N isotopic signatures, and nitrogen use efficiency (NUE) during acclimatisation. In the early acclimatization stage, (4–8 weeks after transplanting,WAT), AMF inoculation increased height, stem diameter, and leaf number by 61%, 50%, and 57% respectively, compared to non-inoculated plants in non-sterile soil. Under subsequent water deficit at 8–10 WAT, inoculated plants were better preserved regarding height and stem thickness. After 10 weeks, AMF root colonization increased by 57% and 61% under water-deficit and well-watered conditions respectively, compared to non-inoculated plants. Total biomass, C:N and NUE increased significantly in inoculated plantlets under well-watered conditions, with lowered δ 15 N and N concentrations due to N dilution from a 63% biomass increase. In water-deficient conditions, regardless of inoculation, δ 13 C decreased, suggesting the dominant role of water availability in carbon assimilation. Overall, we found important benefits of AMF inoculation. Yet, to fully harness the benefits of AMF for micropropagated cassava, proper nitrogen management is essential, as the enhanced growth conferred by increased root colonization rate could lead to N deficiency.

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Claims 10

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

AMF inoculation increased cassava plant height during early acclimatisation by 61%.

Taxon
micropropagated cassavae5
Treatment
AMF inoculatione0
Interactor
R. irregularise6symbiont
Outcome
heighte0
Direction
increasede0
Value
61%e0
Comparator
non-inoculated plantse0
Setting
non-sterile soile0

Verbatim

e0

“AMF inoculation increased height, stem diameter, and leaf number by 61%, 50%, and 57% respectively, compared to non-inoculated plants in non-sterile soil”

✓ located verbatim in the source · abstract, characters 776–929 · show in text ↑
e5

“the growth of two varieties of micropropagated cassava”

✓ located verbatim in the source · abstract, characters 516–570 · show in text ↑
e6

“inoculating anAMF, R. irregularis”

✓ located verbatim in the source · abstract, characters 477–510 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

AMF inoculation increased cassava stem diameter during early acclimatisation by 50%.

Taxon
micropropagated cassavae5
Treatment
AMF inoculatione0
Interactor
R. irregularise6symbiont
Outcome
stem diametere0
Direction
increasede0
Value
50%e0
Comparator
non-inoculated plantse0
Setting
non-sterile soile0

Verbatim

e0

“AMF inoculation increased height, stem diameter, and leaf number by 61%, 50%, and 57% respectively, compared to non-inoculated plants in non-sterile soil”

✓ located verbatim in the source · abstract, characters 776–929 · show in text ↑
e5

“the growth of two varieties of micropropagated cassava”

✓ located verbatim in the source · abstract, characters 516–570 · show in text ↑
e6

“inoculating anAMF, R. irregularis”

✓ located verbatim in the source · abstract, characters 477–510 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

AMF inoculation increased cassava leaf number during early acclimatisation by 57%.

Taxon
micropropagated cassavae5
Treatment
AMF inoculatione0
Interactor
R. irregularise6symbiont
Outcome
leaf numbere0
Direction
increasede0
Value
57%e0
Comparator
non-inoculated plantse0
Setting
non-sterile soile0

Verbatim

e0

“AMF inoculation increased height, stem diameter, and leaf number by 61%, 50%, and 57% respectively, compared to non-inoculated plants in non-sterile soil”

✓ located verbatim in the source · abstract, characters 776–929 · show in text ↑
e5

“the growth of two varieties of micropropagated cassava”

✓ located verbatim in the source · abstract, characters 516–570 · show in text ↑
e6

“inoculating anAMF, R. irregularis”

✓ located verbatim in the source · abstract, characters 477–510 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

AMF root colonization increased by 57% under water-deficit conditions compared with non-inoculated plants.

Taxon
micropropagated cassavae5
Treatment
inoculating anAMFe6
Interactor
R. irregularise6symbiont
Outcome
AMF root colonizatione1
Direction
increasede1
Value
57%e1
Comparator
non-inoculated plantse1
Setting
water-deficite1

Verbatim

e1

“After 10 weeks, AMF root colonization increased by 57% and 61% under water-deficit and well-watered conditions respectively, compared to non-inoculated plants”

✓ located verbatim in the source · abstract, characters 1052–1210 · show in text ↑
e5

“the growth of two varieties of micropropagated cassava”

✓ located verbatim in the source · abstract, characters 516–570 · show in text ↑
e6

“inoculating anAMF, R. irregularis”

✓ located verbatim in the source · abstract, characters 477–510 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

AMF root colonization increased by 61% under well-watered conditions compared with non-inoculated plants.

Taxon
micropropagated cassavae5
Treatment
inoculating anAMFe6
Interactor
R. irregularise6symbiont
Outcome
AMF root colonizatione1
Direction
increasede1
Value
61%e1
Comparator
non-inoculated plantse1
Setting
well-watered conditionse1

Verbatim

e1

“After 10 weeks, AMF root colonization increased by 57% and 61% under water-deficit and well-watered conditions respectively, compared to non-inoculated plants”

✓ located verbatim in the source · abstract, characters 1052–1210 · show in text ↑
e5

“the growth of two varieties of micropropagated cassava”

✓ located verbatim in the source · abstract, characters 516–570 · show in text ↑
e6

“inoculating anAMF, R. irregularis”

✓ located verbatim in the source · abstract, characters 477–510 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Total biomass, C:N and NUE increased significantly in inoculated cassava plantlets under well-watered conditions.

Taxon
micropropagated cassavae5
Treatment
inoculated plantletse2
Interactor
R. irregularise6symbiont
Outcome
Total biomass, C:N and NUEe2
Direction
increasede2
Setting
well-watered conditionse2

Not reportedComparator

Verbatim

e2

“Total biomass, C:N and NUE increased significantly in inoculated plantlets under well-watered conditions”

✓ located verbatim in the source · abstract, characters 1212–1316 · show in text ↑
e5

“the growth of two varieties of micropropagated cassava”

✓ located verbatim in the source · abstract, characters 516–570 · show in text ↑
e6

“inoculating anAMF, R. irregularis”

✓ located verbatim in the source · abstract, characters 477–510 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Foliar δ 15 N and N concentrations were lowered in AMF-inoculated cassava plantlets under well-watered conditions.

Taxon
micropropagated cassavae5
Treatment
inoculating anAMFe6
Interactor
R. irregularise6symbiont
Outcome
δ 15 N and N concentrationse3
Direction
lowerede3

Not reportedComparator

Verbatim

e3

“with lowered δ 15 N and N concentrations due to N dilution from a 63% biomass increase”

✓ located verbatim in the source · abstract, characters 1318–1404 · show in text ↑
e5

“the growth of two varieties of micropropagated cassava”

✓ located verbatim in the source · abstract, characters 516–570 · show in text ↑
e6

“inoculating anAMF, R. irregularis”

✓ located verbatim in the source · abstract, characters 477–510 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Under water-deficient conditions, δ 13 C decreased regardless of inoculation.

Taxon
micropropagated cassavae5
Treatment
water-deficient conditionse4
Outcome
δ 13 Ce4
Direction
decreasede4

Not reportedComparator

Verbatim

e4

“In water-deficient conditions, regardless of inoculation, δ 13 C decreased, suggesting the dominant role of water availability in carbon assimilation”

✓ located verbatim in the source · abstract, characters 1406–1555 · show in text ↑
e5

“the growth of two varieties of micropropagated cassava”

✓ located verbatim in the source · abstract, characters 516–570 · show in text ↑
Mechanismauthor interpretationoriginal resultmeasured

Claim · model-written summary

Lowered δ 15 N and N concentrations in AMF-inoculated cassava are due to N dilution from a 63% biomass increase.

Taxon
micropropagated cassavae5
Outcome
lowered δ 15 N and N concentrationse3
Qualifier
N dilution from a 63% biomass increasee3

Verbatim

e3

“with lowered δ 15 N and N concentrations due to N dilution from a 63% biomass increase”

✓ located verbatim in the source · abstract, characters 1318–1404 · show in text ↑
e5

“the growth of two varieties of micropropagated cassava”

✓ located verbatim in the source · abstract, characters 516–570 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Proper nitrogen management is essential for micropropagated cassava with AMF, because enhanced growth from higher root colonization could lead to N deficiency.

Taxon
micropropagated cassavae7
Outcome
proper nitrogen managemente7

Verbatim

e7

“to fully harness the benefits of AMF for micropropagated cassava, proper nitrogen management is essential, as the enhanced growth conferred by increased root colonization rate could lead to N deficiency”

✓ located verbatim in the source · abstract, characters 1619–1821 · show in text ↑

inoculation · growth · Manihot esculenta (cassava)Positive and negative results

15 papers: 13 positive, 2 negative or no effect

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

  1. positive
  2. no effect
  3. negative

11 papers more in this group

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inoculation · disease · Manihot esculenta (cassava)Positive and negative results

19 papers: 9 positive, 10 negative or no effect

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

  1. negative
  2. negative
  3. negative

15 papers more in this group

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mycorrhiza · growth · Manihot esculenta (cassava)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 →

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.