Development of EST-SSR Markers Based on Transcriptome Sequencing in Kodo millet (Paspalum scrobiculatum l.)

Kodo millet (Paspalum scrobiculatum L.) (2n = 4x = 40) mostly found in dry and semi-arid parts of Africa and Asia, also known as miraculous millets, is a staple food and a nutrient-security crop. It’s commonly known that kodo millet has the strongest tolerance to drought. Little study was done on high throughout genomic studies in relation to the creation of millets improved by genomics. In the present investigation, 21 080 571 total reads of sequence data were included in the 6.55 gigabytes of raw sequence that was produced following the genome sequencing run. After utilizing FastQC to verify the raw data quality, a total sequence of 1 087 611 and 578 123 572 bp was obtained. Three RNA samples from mature, blooming, and vegetative specimens were gathered, and the high-throughput Ion torrent sequencing method was applied to the sequencing process. In the vegetative stage, there were 1, 34, 40, and 824 raw readings; in the reproductive and mature stages, there were 1, 66, 35, 843 reads and 97, 43, 629 bp reads, respectively. At three distinct stages, the average read length was 131.6, 137.6, and 148.8 bp, in that order. The interface modules BatchPrimer3 (version 1.0) were used to construct the SSR and EST-SSR primers. Four FASTA files including contigs from the transcriptome and genome were utilized to identify SSRs. A total of thirty SSRs were found, with GC% and Tm ranges of 40–70 and 58–62°C, respectively. Of the 30 SSR and EST-SSR primers that were used for validation, only 17 were able to amplify the DNA from 27 distinct types of Kodo millet. 24 bands were obtained from the PCR amplification of 27 distinct types. We think that these findings may be applied in the future as possible candidates to enhance this significant staple crop.

Authors

Institutions

Publication Details

Journal
Cytology and Genetics
Published
2025-11-24
DOI
https://doi.org/10.3103/s0095452725060040
Primary Topic
Plant Taxonomy and Phylogenetics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Development of EST-SSR Markers Based on Transcriptome Sequencing in Kodo millet (Paspalum scrobiculatum l.)

Sunil Tulshiram Hajare, Rukam S. Tomar, Mukesh Soni, M. V. Dhuppe et al.
Cytology and Genetics
Plant Taxonomy and Phylogenetics
article

Development of EST-SSR Markers Based on Transcriptome Sequencing in Kodo millet (Paspalum scrobiculatum l.)

Sunil Tulshiram Hajare, Rukam S. Tomar, Mukesh Soni, M. V. Dhuppe, Vijay Jagdish Upadhye, Anubhav Dubey, Dhawale Ramesh Narayanrao, Humbal Nehali Bhagavanjibhair
article en

Abstract

Kodo millet (Paspalum scrobiculatum L.) (2n = 4x = 40) mostly found in dry and semi-arid parts of Africa and Asia, also known as miraculous millets, is a staple food and a nutrient-security crop. It’s commonly known that kodo millet has the strongest tolerance to drought. Little study was done on high throughout genomic studies in relation to the creation of millets improved by genomics. In the present investigation, 21 080 571 total reads of sequence data were included in the 6.55 gigabytes of raw sequence that was produced following the genome sequencing run. After utilizing FastQC to verify the raw data quality, a total sequence of 1 087 611 and 578 123 572 bp was obtained. Three RNA samples from mature, blooming, and vegetative specimens were gathered, and the high-throughput Ion torrent sequencing method was applied to the sequencing process. In the vegetative stage, there were 1, 34, 40, and 824 raw readings; in the reproductive and mature stages, there were 1, 66, 35, 843 reads and 97, 43, 629 bp reads, respectively. At three distinct stages, the average read length was 131.6, 137.6, and 148.8 bp, in that order. The interface modules BatchPrimer3 (version 1.0) were used to construct the SSR and EST-SSR primers. Four FASTA files including contigs from the transcriptome and genome were utilized to identify SSRs. A total of thirty SSRs were found, with GC% and Tm ranges of 40–70 and 58–62°C, respectively. Of the 30 SSR and EST-SSR primers that were used for validation, only 17 were able to amplify the DNA from 27 distinct types of Kodo millet. 24 bands were obtained from the PCR amplification of 27 distinct types. We think that these findings may be applied in the future as possible candidates to enhance this significant staple crop.

Cytology and GeneticsVol. 59(6)
Junagadh Agricultural University (IN), Lovely Professional University (IN), Marathwada Agricultural University (IN), Swami Ramanand Teerth Marathwada University (IN), Maharana Pratap University of Agriculture and Technology (IN), Parul University (IN)
Openalex Percentile: Top 73%
Plant Taxonomy and Phylogenetics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.