Paper · 2017 · Journal of Agricultural Sciences Belgrade

Classification of genetic diversity for drought tolerance in maize genotypes through principal component analysis

Manal Hefny; Abdelraheim Ali; Tarek Byoumi; et al.

20
claims
40
verbatim quotes
12
citations
4
research areas
✓
Open access · cc-by-sa

Abstract

Water scarcity is a universal environmental constraint for agricultural sustainability and production. Two field experiments were accomplished during the 2012 and 2013 growing seasons in two sites: the experimental farm of Suez Canal University, Ismailia and Romana Province, North Sinai, Egypt to evaluate 21 genotypes of maize comprising six inbred lines and their 15 F1 crosses for their drought tolerance. The experiments were arranged as a split-plot design with three replications, where moisture levels (100 and 50% of evapotranspiration) and maize genotypes were allocated to main plots and sub-plots, respectively. Results showed reduction in performance for most measured traits in response to water stress with varying degrees with yield plant-1 being the most affected. Inversely, proline and relative water content and anthesis-silking interval were increased. Correlation results confirmed the reduced grain yield with the increasing anthesis-silking interval, and suggested kernels row-1, relative water content, peroxidase activity and rows ear-1 in Ismailia, and rows ear-1, relative water content, peroxidase activity, kernel weight in Romana were indirect selection criteria for increasing yield in water scarcity environments. Principal component (PC) analysis showed that three PCs having Eigen value >1 explained 70.67 and 70.16%; 69.79 and 71.38% of the total variability among genotypes in control and stress conditions in Ismailia and Romana, respectively. The crosses P1?P3, P4?P6, P3?P5 and P1?P5 were classified as drought tolerant under Ismailia and Romana conditions. On the other hand, P1xP4, P3xP4, and P4 were considered as drought sensitive in Ismailia conditions. In addition, P5, P2?P4, P1?P4 and P5?P6 were the most affected by water deficiency under Romana conditions.

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Claims 20

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Water stress reduced most measured maize traits, especially yield per plant.

Taxon
maizeZea mayst0
Treatment
water stresse0
Outcome
most measured traitse0
Direction
reductione0
Qualifier
yield plant-1 being the most affectede0

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

“reduction in performance for most measured traits in response to water stress with varying degrees with yield plant-1 being the most affected”

✓ located verbatim in the source · abstract, characters 639–780 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Water stress increased proline.

Taxon
maizeZea mayst0
Outcome
prolinee0
Direction
increasede0

Not reportedTreatmentComparator

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

“proline and relative water content and anthesis-silking interval were increased”

✓ located verbatim in the source · abstract, characters 793–872 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Water stress increased relative water content.

Taxon
maizeZea mayst0
Outcome
relative water contente0
Direction
increasede0

Not reportedTreatmentComparator

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

“proline and relative water content and anthesis-silking interval were increased”

✓ located verbatim in the source · abstract, characters 793–872 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Water stress increased anthesis-silking interval.

Taxon
maizeZea mayst0
Outcome
anthesis-silking intervale0
Direction
increasede0

Not reportedTreatmentComparator

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

“proline and relative water content and anthesis-silking interval were increased”

✓ located verbatim in the source · abstract, characters 793–872 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

Increasing anthesis-silking interval correlated with reduced grain yield.

Taxon
maizeZea mayst0
Organ / stage
anthesis-silking intervale0
Outcome
grain yielde0
Direction
reducede0

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

“reduced grain yield with the increasing anthesis-silking interval”

✓ located verbatim in the source · abstract, characters 908–973 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

Three PCs explained 70.67% of genotype variability in Ismailia control conditions.

Taxon
maizeZea mayst0
Outcome
total variability among genotypese0
Value
70.67e0
Qualifier
controle0
Setting
Ismailiae0

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

“three PCs having Eigen value >1 explained 70.67 and 70.16%; 69.79 and 71.38% of the total variability among genotypes in control and stress conditions in Ismailia and Romana, respectively”

✓ located verbatim in the source · abstract, characters 1293–1480 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

Three PCs explained 70.16% of genotype variability in Ismailia stress conditions.

Taxon
maizeZea mayst0
Outcome
total variability among genotypese0
Value
70.16%e0
Qualifier
stress conditionse0
Setting
Ismailiae0

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

“three PCs having Eigen value >1 explained 70.67 and 70.16%; 69.79 and 71.38% of the total variability among genotypes in control and stress conditions in Ismailia and Romana, respectively”

✓ located verbatim in the source · abstract, characters 1293–1480 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

Three PCs explained 69.79% of genotype variability in Romana control conditions.

Taxon
maizeZea mayst0
Outcome
total variability among genotypese0
Value
69.79e0
Qualifier
controle0
Setting
Romanae0

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

“three PCs having Eigen value >1 explained 70.67 and 70.16%; 69.79 and 71.38% of the total variability among genotypes in control and stress conditions in Ismailia and Romana, respectively”

✓ located verbatim in the source · abstract, characters 1293–1480 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

Three PCs explained 71.38% of genotype variability in Romana stress conditions.

Taxon
maizeZea mayst0
Outcome
total variability among genotypese0
Value
71.38%e0
Qualifier
stress conditionse0
Setting
Romanae0

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

“three PCs having Eigen value >1 explained 70.67 and 70.16%; 69.79 and 71.38% of the total variability among genotypes in control and stress conditions in Ismailia and Romana, respectively”

✓ located verbatim in the source · abstract, characters 1293–1480 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

P1?P3 and P4?P6 were classified as drought tolerant in Ismailia and Romana.

Taxon
maizeZea mayst0
Material
P1?P3e0
Outcome
drought tolerante0
Setting
Ismailia and Romanae0

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 crosses P1?P3, P4?P6, P3?P5 and P1?P5 were classified as drought tolerant under Ismailia and Romana conditions”

✓ located verbatim in the source · abstract, characters 1482–1596 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

P4?P6 was classified as drought tolerant in Ismailia and Romana.

Taxon
maizeZea mayst0
Material
P4?P6e0
Outcome
drought tolerante0

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 crosses P1?P3, P4?P6, P3?P5 and P1?P5 were classified as drought tolerant under Ismailia and Romana conditions”

✓ located verbatim in the source · abstract, characters 1482–1596 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

P3?P5 was classified as drought tolerant in Ismailia and Romana.

Taxon
maizeZea mayst0
Material
P3?P5e0
Outcome
drought tolerante0

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 crosses P1?P3, P4?P6, P3?P5 and P1?P5 were classified as drought tolerant under Ismailia and Romana conditions”

✓ located verbatim in the source · abstract, characters 1482–1596 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

P1?P5 was classified as drought tolerant in Ismailia and Romana.

Taxon
maizeZea mayst0
Material
P1?P5e0
Outcome
drought tolerante0

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 crosses P1?P3, P4?P6, P3?P5 and P1?P5 were classified as drought tolerant under Ismailia and Romana conditions”

✓ located verbatim in the source · abstract, characters 1482–1596 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

P1xP4 was considered drought sensitive in Ismailia.

Taxon
maizeZea mayst0
Material
P1xP4e0
Outcome
drought sensitivee0
Setting
Ismailiae0

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

“P1xP4, P3xP4, and P4 were considered as drought sensitive in Ismailia conditions”

✓ located verbatim in the source · abstract, characters 1617–1697 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

P3xP4 was considered drought sensitive in Ismailia.

Taxon
maizeZea mayst0
Material
P3xP4e0
Outcome
drought sensitivee0

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

“P1xP4, P3xP4, and P4 were considered as drought sensitive in Ismailia conditions”

✓ located verbatim in the source · abstract, characters 1617–1697 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

P4 was considered drought sensitive in Ismailia.

Taxon
maizeZea mayst0
Material
P4e0
Outcome
drought sensitivee0

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

“P1xP4, P3xP4, and P4 were considered as drought sensitive in Ismailia conditions”

✓ located verbatim in the source · abstract, characters 1617–1697 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

P5 was among the most affected by water deficiency in Romana.

Taxon
maizeZea mayst0
Material
P5e0
Outcome
most affected by water deficiencye0
Setting
Romanae0

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

“P5, P2?P4, P1?P4 and P5?P6 were the most affected by water deficiency under Romana conditions”

✓ located verbatim in the source · abstract, characters 1712–1805 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

P2?P4 was among the most affected by water deficiency in Romana.

Taxon
maizeZea mayst0
Material
P2?P4e0
Outcome
most affected by water deficiencye0

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

“P5, P2?P4, P1?P4 and P5?P6 were the most affected by water deficiency under Romana conditions”

✓ located verbatim in the source · abstract, characters 1712–1805 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

P1?P4 was among the most affected by water deficiency in Romana.

Taxon
maizeZea mayst0
Material
P1?P4e0
Outcome
most affected by water deficiencye0

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

“P5, P2?P4, P1?P4 and P5?P6 were the most affected by water deficiency under Romana conditions”

✓ located verbatim in the source · abstract, characters 1712–1805 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

P5?P6 was among the most affected by water deficiency in Romana.

Taxon
maizeZea mayst0
Material
P5?P6e0
Outcome
most affected by water deficiencye0

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

“P5, P2?P4, P1?P4 and P5?P6 were the most affected by water deficiency under Romana conditions”

✓ located verbatim in the source · abstract, characters 1712–1805 · show in text ↑
t0

“maize genotypes”

✓ located verbatim in the source · title, characters 61–76 · show in text ↑