Paper · 2017 · International Journal of Agriculture and Biology

Estimation of Genetic Divergence among Sorghum Germplasm of Pakistan through Multivariate Tools

Sarmad Frogh Arshad

13
claims
25
verbatim quotes
9
citations
2
research areas
✓
Open access

Abstract

Sorghum is an important fodder crop with high biomass production potential all around the world including Pakistan. Genetic divergence was estimated among 208 sorghum genotypes of Pakistan by evaluating fourteen different quantitative traits for one year. High variability was reported in fresh biomass (35.60-629.12 g), dry biomass (23.41-367.72 g), flag leaf area index (37.61-407.39 cm 2 ), leaf area index (94.71-1061.74 cm 2 ) and plant height (106.14-298.27 cm). All the quantitative traits showed high broad sense heritability. The first three principal components (PCs) with Eigen value>1 shared 75.39% variability of traits among sorghum genotypes. Positive correlation was observed between plant height and days to maturity, whereas fresh and dry biomass had significant positive correlation with leaf area index, number of leaves per plant, flag leaf area index, days to maturity and 50% days to flowering. Un-weighted Pair-Group Method of Analysis (UPGMA) revealed 141 morphotypes. The germplasm was grouped in to seven classes based on homology. The genotype P-13-2013 gave the highest values for number of leaves/plant, stem thickness, leaf length, fresh biomass, dry biomass and flag leaf area index. The explored genetic potential of sorghum germplasm of Pakistan can be helpful for varietal improvement program. Moreover, the diverse set of genotypes can be screened through principal component analysis for structure and association mapping by using molecular markers.

Abstract from the paper’s OpenAlex record, shown for indexing and research. Copyright remains with the authors or the publisher. 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

Observationobservedoriginal resultmeasured

Claim · model-written summary

Fresh biomass varied from 35.60 to 629.12 g.

Taxon
SorghumSorghumt0
Outcome
fresh biomasse0
Value
35.60-629.12 ge0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“High variability was reported in fresh biomass (35.60-629.12 g)”

✓ located verbatim in the source · abstract, characters 256–319 · show in text ↑
t0

“Sorghum”

✓ located verbatim in the source · title, characters 39–46 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Dry biomass varied from 23.41 to 367.72 g.

Taxon
SorghumSorghumt0
Outcome
dry biomasse0
Value
23.41-367.72 ge0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“dry biomass (23.41-367.72 g)”

✓ located verbatim in the source · abstract, characters 321–349 · show in text ↑
t0

“Sorghum”

✓ located verbatim in the source · title, characters 39–46 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Flag leaf area index varied from 37.61 to 407.39 cm 2.

Taxon
SorghumSorghumt0
Outcome
flag leaf area indexe0
Value
37.61-407.39 cm 2e0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“flag leaf area index (37.61-407.39 cm 2 )”

✓ located verbatim in the source · abstract, characters 351–392 · show in text ↑
t0

“Sorghum”

✓ located verbatim in the source · title, characters 39–46 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Leaf area index varied from 94.71 to 1061.74 cm 2.

Taxon
SorghumSorghumt0
Outcome
leaf area indexe0
Value
94.71-1061.74 cm 2e0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“leaf area index (94.71-1061.74 cm 2 )”

✓ located verbatim in the source · abstract, characters 394–431 · show in text ↑
t0

“Sorghum”

✓ located verbatim in the source · title, characters 39–46 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Plant height varied from 106.14 to 298.27 cm.

Taxon
SorghumSorghumt0
Outcome
plant heighte0
Value
106.14-298.27 cme0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“plant height (106.14-298.27 cm)”

✓ located verbatim in the source · abstract, characters 436–467 · show in text ↑
t0

“Sorghum”

✓ located verbatim in the source · title, characters 39–46 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

All quantitative traits had high broad sense heritability.

Taxon
SorghumSorghumt0
Outcome
high broad sense heritabilitye0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“All the quantitative traits showed high broad sense heritability.”

✓ located verbatim in the source · abstract, characters 469–534 · show in text ↑
t0

“Sorghum”

✓ located verbatim in the source · title, characters 39–46 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Three principal components accounted for 75.39% of trait variability.

Taxon
sorghumSorghume0
Outcome
variability of traitse0
Value
75.39%e0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“The first three principal components (PCs) with Eigen value>1 shared 75.39% variability of traits among sorghum genotypes.”

✓ located verbatim in the source · abstract, characters 535–657 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Plant height and days to maturity correlated positively.

Taxon
SorghumSorghumt0
Outcome
plant heighte0
Direction
Positivee0
Comparator
days to maturitye0

Not reportedOrgan / stage

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“Positive correlation was observed between plant height and days to maturity”

✓ located verbatim in the source · abstract, characters 658–733 · show in text ↑
t0

“Sorghum”

✓ located verbatim in the source · title, characters 39–46 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Fresh and dry biomass were positively correlated with leaf area and phenology traits.

Taxon
SorghumSorghumt0
Outcome
fresh and dry biomasse0
Direction
positivee0
Comparator
leaf area index, number of leaves per plant, flag leaf area index, days to maturity and 50% days to floweringe0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“fresh and dry biomass had significant positive correlation with leaf area index, number of leaves per plant, flag leaf area index, days to maturity and 50% days to flowering.”

✓ located verbatim in the source · abstract, characters 743–917 · show in text ↑
t0

“Sorghum”

✓ located verbatim in the source · title, characters 39–46 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

UPGMA identified 141 morphotypes.

Taxon
SorghumSorghumt0
Outcome
morphotypese0
Value
141 morphotypese0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“Un-weighted Pair-Group Method of Analysis (UPGMA) revealed 141 morphotypes.”

✓ located verbatim in the source · abstract, characters 918–993 · show in text ↑
t0

“Sorghum”

✓ located verbatim in the source · title, characters 39–46 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Germplasm grouped into seven homology classes.

Taxon
SorghumSorghumt0
Outcome
seven classes based on homologye0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“The germplasm was grouped in to seven classes based on homology.”

✓ located verbatim in the source · abstract, characters 994–1058 · show in text ↑
t0

“Sorghum”

✓ located verbatim in the source · title, characters 39–46 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

P-13-2013 had the highest values for six growth traits.

Taxon
SorghumSorghumt0
Material
P-13-2013e0
Outcome
number of leaves/plant, stem thickness, leaf lengthe0
Direction
higheste0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“The genotype P-13-2013 gave the highest values for number of leaves/plant, stem thickness, leaf length, fresh biomass, dry biomass and flag leaf area index.”

✓ located verbatim in the source · abstract, characters 1059–1215 · show in text ↑
t0

“Sorghum”

✓ located verbatim in the source · title, characters 39–46 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

P-13-2013 had the highest fresh and dry biomass and flag leaf area index.

Taxon
SorghumSorghumt0
Material
P-13-2013e0
Outcome
fresh biomass, dry biomass and flag leaf area indexe0
Direction
higheste0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“The genotype P-13-2013 gave the highest values for number of leaves/plant, stem thickness, leaf length, fresh biomass, dry biomass and flag leaf area index.”

✓ located verbatim in the source · abstract, characters 1059–1215 · show in text ↑
t0

“Sorghum”

✓ located verbatim in the source · title, characters 39–46 · show in text ↑