Dr. Mir Asif Iquebal
Dr. Mir Asif Iquebal
Senior Scientist
ma.iquebal@icar.gov.in, jiqubal@gmail.com
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Citations and H index



Research Interest


  • Computational Biology and Bioinformatics
  • Genome Assembly and RNA-seq Data Analysis
  • Statistical Modelling

Teaching


  • Biological Databases and Data Analysis
  • Tools and Techniques for Biological Data Mining
  • Basic Statistical Methods

Important Projects


    Ongoing:


  • Improving the usability of buffalo spermatozoa by sperm surface remodeling and immune acceptance in female reproductive tract-Funded by NASF, ICAR, New Delhi

  • ICAR Network Project on Functional Genomics and Genetic Modification (Earlier ICAR-Network Project on Transgenic Crops)-Funded by ICAR

  • Genome and transcriptome sequencing of coriander (Coriandrum sativum) to reveal insight of its genomic architecture and breeding targets- Funded by GSBM.

  • Genomic data analysis to elucidate the regulatory network and candidate genes underlying cytoplasmic male sterility in pigeonpea (Collaboration with ICAR-Indian Institute of Pulses Research, Kanpur) - Funded by ICAR

  • Deciphering genetic variation in the carbohydrate metabolism of farmed rohu families (Collaboration with ICAR-Central Institute of Freshwater Aquaculture, Bhubaneshwar)- Funded by ICAR

  • Computational approach for genomic resource improvement and precision phenotyping of less explored yield traits in wheat (Collaboration with ICAR-Indian Institute of Wheat and Barley Research, Karnal)- Funded by ICAR

  • Computational and experimental biology approaches for delineation of selected secondary metabolyte pathways and antimicrobial peptides (AMPs) in major spices (Collaboration with ICAR-Indian Institute of Spices Research, Kohzikode, Kerala)- Funded by ICAR

  • Development of web server for phenotype and genotype analysis for cattle breeding management (Collaboration with ICAR-Central Institute for Research on Cattle, Meerut)-Inter-Institutional Project


  • Completed:


  • Transcriptome and proteome analysis for identification of candidate genes responsible for pistillate nature in castor (Extramural Funded Project under Crop Science Division, ICAR) (January 2016 to March 2018)

  • Whole Genome sequencing and development of allied genomic research in two commercially important Fish - Labeo rohita and Clarias batrachus- DBT Funded Project (January 2014 to March 2018)

  • Whole genome based SNP mining and development of breed signatures for dairy and dual-purpose indigenous cattle- DBT Funded Project (July 2014 to December 2017)

  • Genomic data analysis for identification of economically important markers and viral diagnostics in pulses (Collaboration with ICAR-Indian Institute of Pulses Research, Kanpur) - Funded by ICAR (June 2015 to September 2017)

  • Molecular and computational approach to delineate metabolic pathways for better carbohydrate utilization in Labeo spp. (Collaboration with ICAR-Central Institute of Freshwater Aquaculture, Bhubaneshwar)- Funded by ICAR (June 2015 to September 2017)

  • Computational approach for harnessing genome information and its integration with wheat phenome for efficient varietal development (Collaboration with ICAR-Indian Institute of Wheat and Barley Research, Karnal)- Funded by ICAR (June 2015 to September 2017)

  • Mining and validation of candidate gene markers and screening on antimicrobial peptides of black pepper and small cardamom (Collaboration with ICAR-Indian Institute of Spices Research, Kohzikode, Kerala)- Funded by ICAR (June 2015 to September 2017)

  • Establishment of National Agricultural Bioinformatics Grid in ICAR (April, 2013 to June 2014)-Funded By NAIP, ICAR

  • Analysis and determination of antimicrobial peptides: A machine learning approach (November 2011 to March 2014)-Institute Funded

  • Forecasting models using functional data analysis and nonlinear support vector regression techniques (September 2011 to September 2013)-Institute Funded

  • Development of efficient estimation procedures for computation of compound growth rates in pulses (December 2008 to March 2011) -Institute Funded

  • Development of on-line information retrieval system for AICRP on Chickpea plant breeding trial data (June 2009 to March 2011) -Institute Funded

  • Modelling and forecasting of pulse production using auto regressive integrated moving average and artificial neural network methodology (December 2008 to March 2011) -Institute Funded


Training Organised


  • Organized a 21 days CAFT training program on “Application of OMICS Tools and Techniques for Agricultural Germplasm Improvement” as Co-Course coordinator during February 09-March 01, 2018 funded by Agricultural Education Division, ICAR, New Delhi-110012.

  • Organized a 21 days CAFT training program on “Computational Approaches for Next Generation Sequencing (NGS) Data Analysis in Agriculture” as Course coordinator during February 08-28, 2017 funded by Agricultural Education Division, ICAR, New Delhi-110012.

  • Organized 3 days Hindi Workshop "कृषि में जैवसूचना का उपयोग (Application of Bioinformatics in Agriculture)" during June 27-29, 2017 at ICAR-Indian Agricultural Statistics Research Institute, New Delhi. (Course coordinator: Dr. Sarika, Co-Course Coordinator: Dr. Mir Asif Iquebal)

  • Jointly Organized Hands-on Training Programme on “Computational Approaches for NGS Data Analysis and Genomic Selection” at ICAR-Indian Institute of Wheat and Barley Research, Karnal-132001 during October 13-18, 2016.

  • Jointly organized training programme on “Hands-on Training on Analysis of Biological data Using Computational tools” at ICAR-Central Institute of Freshwater Aquaculture, Bhubaneshwar as training Coordinator during July 5-14, 2016.

  • Organized 10 days NAIP funded National Training Programme on Computational Aspect for NGS Data Analysis: A Sojourn form Lab to Field during March 04-03, 2014 at Ome Research Facility, Department of Animal Biotechnology, Anand Agricultural University, Anand, Gujarat. iconpdf

  • Conducted workshop on Bioinformatics Tools for Fish Genomics at ICAR-Central Institute of Freshwater Aquaculture, Bhubaneshwar during April 21-22, 2015 under CABin Network Project as coordinator. iconpdf

  • Organized a 21 days CAFT training program on Statistical Models for Forecasting in Agriculture during September 11 to October 01, 2012 iconpdf

  • Organized joint training programme on Computational Approaches for NGS Data Analyis and Genomic Selection during October 13-18, 2016 at ICAR-Indian Institute of Wheat and Barley Research, Karnal

  • Organized joint training programme on Hands-on Training on Analysis of Biological Data using Computational Tools during July 5-14, 2016 at ICAR-Central Institute of Freshwater Aquaculture, Bhubaneshwar iconpdf


Foreign Visit


  • IOWA State University, IOWA, Ames, USA: NAIP funded International training in Bioinformatics for three months (September 15 to December 15, 2013).

Awards and Honors


  • INDIVIDUAL AWARD: Received “Young Scientist Award” in 5th Faculty Branding Award 2017 by EET-CRS Research Wing for Excellence in Professional Education and Industry.

  • INDIVIDUAL AWARD: Received “SESR Computational Biologist 2016” from Society for Educational and Scientific Research.

  • INDIVIDUAL AWARD: Received YOUNG SCIENTIST AWARD of the Society for Bioinformatics and Biological Sciences, Allahabad in recognition of his outstanding scientific contribution in the field of Bioinformatics.

  • TEAM AWARD: Received 3rd Prize for the research paper entitled In silico gene prediction and their promoter analysis for the genes related to biotic stress in tomato (Solanum lycopersicum)authored by G. Tandon, S. Jaiswal, M. A. Iquebal, S. Singh, A. Rai, D. Kumar at National Conference on Bioinformatics Panorama in Agriculture and Health (NCBPAH 2015) at SHIATS, Allahabad during October 5-6, 2015.
  • BEST POSTER AWARD: Awarded FIRST in poster presentation on topic entitled SBMDb: First whole genome based DNA microsatellite database of sugarbeet for bioenergy and industrial application by M.A. Iquebal, Sarika, U.B. Angadi, Vasu Arora, Gaurav Sablok, Sunil Kumar, Anil Rai and Dinesh Kumar in 2nd National Conference on Converging Technologies Beyond 2020 (2CTB-2020) held during November 28-29, 2014 at UIET, Kurukshetra University, Kurukshetra, Haryana.
  • BEST PAPER AWARD: Tandon, G., Jaiswal, S., Iquebal, M.A., Singh, S., Kumar, S., Rai, A. and Kumar, D. (2015). In silico study of interaction of EDS1 and PAD4 proteins in tomato using molecular dynamics approach.Best paper award in Proteomics Session in International Symposium on New Perspectives in Modern Biotechnology organized by Society for Applied Biotechnology, at Puducherry during March, 23-25, 2015.
  • BEST PAPER AWARD: Kaur, S., Iquebal, M.A., Jaiswal, S., Singh, S., Rai, A., Kumar, D. (2015). In silico prediction and functional characterization of genes related to abiotic and biotic stresses in chickpea (Cicer arietinum) Best Paper Award in Genomics Session in International Symposium on New Perspectives in Modern Biotechnology organized by Society for Applied Biotechnology, at Puducherry during March 23 – 25, 2015.
  • Awarded 2nd Prize for Hindi Research Poster entitled “कृत्रिम न्यूरल नेटवर्क (Artificial Neural Network) कार्यप्रणाली आधारित डी.एन.ए. माइक्रोसैटेलाइट मार्कर (DNA Microsatellite Marker) द्वारा नस्ल पहचान विधि” by Sarika, Iquebal, M.A., Rai, Anil and Kumar, Dinesh presented during Hindi Pakhwada (September 01 to 16, 2013) at IASRI, New Delhi

  • First/ Best Research Paper Award in National Conference: The research paper “World’s first whole genome based microsatellite DNA marker database of Tomato: TomSatDB” authored by M. A. Iquebal, Sarika, Vasu Arora, Nidhi Verma, Anil Rai and Dinesh Kumar was awarded as First/Best paper in the National Conference on “NextGen Biotechnology: Amalgamating Science & Technology”, Department of Biotechnology Engineering, UIET, Kurukshetra University, Kurukshetra, Haryana during November 23-34, 2012

  • Faculty (Agricultural Statistics), Post Graduate School, Indian Agricultural Research Institute, New Delhi 110012
  • Faculty Member, Bioinformatics (Dual Faculty), PG School, IARI, New Delhi
  • Subject Editor, Journal of Food Legumes
  • Received Nehru Memorial Gold Medal for being the best student in M. Sc. (Agricultural Statistics) during the period 2002-04

  • Received V. V. R. Murthy award for being the best student in M. Sc. (Agricultural Statistics) during the period 2002-04


Database Developed


Microsatellite Marker Database:


Transcriptome Database


Other Database


Webserver Developed


Important Publications


  • Som, Sukanya, Burman, R. Roy, Sharma, J.P., Padaria, R.N., Iquebal, M.A. and Suresh, A. (2018). Construction of multi-dimensional scale for measuring perception towards migration. Journal of Community Mobilization and Sustainable Development, 13(2), 279-285

  • Khatal, Sangita Aba, Ali, Shakir, Hasan, Murtaza, Singh, Dhirendra Kumar, Mishra, Anil Kumar and Iquebal, M.A. (2018). Assessment of Groundwater Recharge in a Small Ravine Watershed in Semi-arid Region of India. International Journal of Current Microbilogy and Applied Sciences, 7(2): 2552-2565.

  • Arora, Vasu, Kapoor, Neera, Fatma, Samar, Jaiswal, Sarika, Iquebal, Mir Asif, Rai, Anil and Kumar, Dinesh (2018). BanSatDB: Whole genome based database of putative and experimentally validated microsatellite markers of three Musa spp. Crop Journal.iconpdf

  • Jaiswal, Sarika, Antala, Tushar J., Kheni, Jashminkumar, Chopra, Meenu, Mandavia, M. K., Tomar, Rukam S., Jasrotia, Rahul Singh, Iquebal, M.A., Angadi, U.B., Rai, Anil, Kumar, Dinesh (2017) Transcriptomic signature of drought response in pearl millet (Pennisetum glaucum (L.) and development of web-genomic resources. Nature Scientific Reports: iconpdf

  • Jaiswal, Sarika,Sheoran, Sonia, Arora, Vasu, Angadi, U.B., Iquebal, M.A., Raghav, Nishu, Aneja, Bharti, Kumar Deepender, Khokar, R.S., Sharma, Pradeep, Singh, G.P., Rai, Anil, Tiwari, Ratan, Kumar, Dinesh. (2017). Putative Microsatellite DNA Marker-Based Wheat Genomic Resource for Varietal Improvement and Management. Frontiers in Plant Sciences.iconpdf

  • Iquebal, Mir Asif, Soren, Khela Ram, Gangwar, Priyanka, Shanmugavadevel, P S, Aravind K, Singla, Deepak, Jaiswal, Jasrotia, Rahul Singh, Sarika, Chaturvedi, Sushil K, Singh, NP, Varshney, Rajeev K, Rai, Anil, Kumar, Dinesh (2017). Discovery of herbicide resistance genes and its regulatory network in chickpea using transcriptome sequencing. Frontiers in Plant Science, 8:958. doi: 10.3389/fpls.2017.00958.iconpdf

  • Verma, Sandeep Kumar, Jasrotia, Rahul Singh, Iquebal, M.A., Jaiswal, Sarika, Angadi, U.B., Rai, Anil and Kumar, Dinesh (2017). Deciphering genes associated with root wilt disease of coconut and development of its transcriptomic database (CnTDB). Physiological and Molecular Plant Pathology. 100, 255-267. iconpdf

  • Tandon, G., Singh, S., Kaur, S., Sarika, Iquebal, M.A., Rai, A., Kumar, D. (2017). In silico identification of the genes related to biotic stresses in Solanum lycopersicum. Genomics Data.14, 82-90.

  • Choudhary, Pooja, Malhotra, Suruchi, Bharadwaj, C, Gaikwad, Kishor, Kaur, Sukhdeep, Chopra, Meenu, Tandon, Gitanjali, Jaiswal, Sarika,Iquebal, Mir A, Rai, Anil, Kumar, Dinesh, Srinivasan, Jain, Pradeep K. (2017). Transcriptomic signature of fusarium toxin in chickpea unveiling wilt pathways and marker discovery. Physiological and Molecular Plant Pathology , 100, 163-177.

  • Iquebal, Mir A, Jaiswal, Sarika, Mahato, Ajay K, Jayaswal, Pawan K, Angadi, U.B., Kumar, Neeraj, Sharma, Nimisha, Singh, Anand, Srivastav, Manish, Praksh, Jai, Singh, Sanjay K, Khan, Kasim, Mishra, Rupesh K, Rajan, Shailendra, Bajpai, Anju, Sandhya, BS, Nischita, Puttaraju, Ravishankar, KV, Dinesh, MR, Rai, Anil, Kumar, Dinesh, Sharma, Tilak R., Singh, Nagendra K. (2017). MiSNPDb: a web based genomic resources of tropical ecology fruit mango (Mangifera indica L.) for phylogeography and varietal differentiation. Nature Scientific Reports 7, Article number: 14968(2017) iconpdf

  • Rahul Singh Jasrotia, Mir Asif Iquebal, Pramod Kumar Yadav, Neeraj Kumar, Sarika Jaiswal, U.B. Angadi, Anil Rai, Dinesh Kumar Development of transcriptome based web genomic resources of yellow mosaic disease in Vigna mungo. Physiology and Molecular Biology of Plants (2017). iconpdf

  • Iquebal, Mir A., Tomar, Rukam Singh, Parakhia, M.V., Singla, Deepak, Jaiswal, Sarika, Rathod, V.M., Padhiyar, S.M., Kumar, Neeraj, Rai, Anil, and Kumar, Dinesh. (2017) Draft whole genome sequence of groundnut stem rot fungus Athelia rolfsii revealing genetic architect of its pathogenicity and virulence. Nature Scientific Reports, Scientific Reports 7, Article number: 5299 doi:10.1038/s41598-017-05478-8 iconpdf

  • Thorat, DS, Sahoo, PK, De, D and Iquebal, MA (2017). Prototype: A ridge profile mechanical power weeder. Agricultural Mechanization in Asia, Africa and Latin America, 48 (1), 81-86.

  • Som, S, Burman, RR, Sharma, JP, Sangeetha, V, Lenin, V and Iquebal, MA (2017). Assessment of knowledge and attitude level of stakeholders on good agricultural practices (GAP) for grape. Indian Journal of Agricultural Sciences, 87 (2), 273-277.

  • Singh, NK, Mahato, AK, Jayaswal, PK, Singh, A, Singh, S, Singh, N, Rai, V, Mithra, ASV, Gaikwad, K, Sharma, N, Lal, S, Srivastava, M, Praksh, J, Kalidindi, U, Singh, SK, Singh, AK, Khan, K, Mishra, RK, Rajan, S, Bajpai, A, Sandhya, BS, Nischita, P, Ravishankar, KV, Dinesh, MR, Kumar, N, Jaiswal, S, Iquebal, MA, Kumar, D, Rai, A and Sharma, TR (2016). Origin, Diversity and Genome Sequence of Mango (Mangifera indica L.). Indian Journal of History of Science, 51.2.2, 355-368.

  • Shukla, S, Iquebal, MA, Jaiswal, Sarika, Angadi, UB, Fatma, Samar, Kumar, Neeraj, Jasrotia, Rahul S, Fatima, Yasmin, Rai, Anil, Kumar, Dinesh (2016) The Onion Genomic Resource: A Genomics and Bioinformatics driven resource for onion breeding. Plant Gene, 8, 9-15

  • Neeraj Kumar, Vasu Arora, Samar Fatma, Sarika,M. A. Iquebal, Anil Rai and Dinesh Kumar. (2016).Molecular Marker Discovery. In training manual entitled “Computational Approaches for NGS Data Analysis and Genomic Selection”. ICARIIWBR, Karnal and ICAR-IASRI, New Delhi. Pp.47-65.

  • Shinde, M.P., Upadhyay, A., Sarika, Iquebal, M.A. and Upadhyay, A. K. (2016). Identification, characterization and expression analysis of ERF transcription factor VviERF073 and standardization of stable reference genes under salt stress in grape. Vitis-Journal of Grapevine Research, 55, 165-171.

  • Kaur, S, Iquebal, MA, Jaiswal, S, Tandon, G, Sundaram, RM, Gautam, RK, Suresh, KP, Rai, A and Kumar, D (2016). A meta-analysis of potential candidate genes associated with salinity stress tolerance in rice. Agrigene 1, 126-134.

  • Iquebal, MA, Prajneshu, Sarika (2016). Application of data reduction technique in agriculture: A functional approach. International Journal of Agricultural and Statistical Sciences, 12(S1), 209-213.

  • Gautam, A, Sharma, A, Sarika, Fatima, S, Arora, V, Iquebal, MA, Nandi, S, Sundaray, JK, Jayasanker, J, Rai, A, Kumar, D (2016). Development of antimicrobial peptide prediction tool for aquaculture industries. Probiotics and Antimicrobial Proteins. 8(3), 141-149.

  • Sharma, Pradeep, Tiwari, Ratan, Saharan, M.S., Sharma, Indu, Kumar, Jitender, Mishra, Shefali, Muthusamy, Senthilkumar K., Gupta, R.K., Jaiswal, Sarika, Iquebal, M. A., Angadi, U.B., Kumar, Neeraj, Fatma, Samar, Rai, Anil, Kumar, Dinesh (2016) Draft Genome Sequence of the Karnal Bunt fungus, Tilletia indica Mitra: Two monosporidial lines (PSWKBGH-1 and 2). Genome Announcement 4(5):e00928-16. doi:10.1128/genomeA.00928-16.

  • Kaur, Sukhdeep, Iquebal, M. A., Jaiswal, Sarika, Tandon, Gitanjali, Sundaram, R.M., Gautam, R.K., Suresh, K.P., Rai, Anil and Kumar Dinesh (2016). A meta-analysis of potential candidate genes associated with salinity stress tolerance in rice. Agrigene 1, 126-134.

  • Shukla, Shantanu Shukla, Iquebal, M. A. Jaiswal, Sarika, Angadi, UB, Fatma, Samar, Kumar, Neeraj, Jasrotia, Rahul S, Fatima, Yasmin, Rai, Anil, Kumar, Dinesh (2016) The Onion Genomic Resource: A Genomics and Bioinformatics driven resource for onion breeding. Plant Gene, 8: 9-15

  • Jaiswal, Sarika, Dhanda, S.K., Iquebal, M.A., Arora, Vasu, Shah, Tejas M., Angadi, U.B., Joshi, Chaitanya G., Rahgava, G.P.S., Rai, Anil and Kumar, Dinesh (2016). BIS-CATTLE: A Web Server for Breed Identification using Microsatellite DNA Markers. American Journal of Bioinformatics, iconpdf

  • Som, Sukanya, Burman, R. R., Sharma, J. P., Sangeetha, V., Lenin, V. and Iquebal, M. A. (2015) Assessing information need of the stakeholders on good agricultural practices (GAP) for grapes. Indian Journal of Extension.

  • Som, Sukanya, Burman, R.R., Sharma, J.P., Sangeetha, V., Lenin, V. and Iquebal, M.A. (2015). Designing and validating e-Iearning Module on Good Agricultural Parctyices (GAP) for grapes. Indian Journal of Horticulture, 72(4), 489-493. .

  • Iquebal, MA Sarika, Angadi, U.B., Sablok, Gaurav, Arora, Vasu, Kumar, Sunil, Rai, Anil and Kumar, Dinesh (2015). SBMDb: First whole genome microsatellite DNA marker database of sugar beet for bioenergy and industrial applications. Database: The Journal of Biological Databases and Curation.iconpdf

  • Das, Sofia, Bit, Amrita, Patnaik, Siddhi, Sahoo, Lakshman, Meher, Prem, Saha, T., Patel, A., Patel, Namrata, Koringa, Prakash, Joshi, Chitanya, Agarwal, Suyash, Pandey, Manmohan, Srivastava, Shreya, Kushwaha, B., Kumar, Ravindra, Nagpure, Naresh, Iquebal, MA, Jaiswal, Sarika, Kumar, Dinesh, Jayasankar, P., Jena, J., and Das, Paramananda (2015). Low depth shotgun sequencing resolves complete mitochondrial genome sequence of Labeo rohita. Mitochondrial DNA. iconpdf

  • Kushwaha, B., Kumar, R., Agarwal, S., Pandey, M., Nagpure, N.S., Singh, M., Srivastava, S., Joshi, C.G., Das, P., Shah, T.M., Patel, A.B., Patel, N., Koringa, P, Das, S.P., Patnaik, S., Bit, A., Sarika, Iquebal, MA, Kumar, D. and Jena, J.K. (2015). Assembly and variation analyses of C. batrachus mitogenome retrieved from WGS data and its phylogenetic relationship with other catfishes. Meta Gene, 5, 105-114. iconpdf

  • Choudhary, Sumati, Pareek, Savita, Saxena, Jyoti, Choudhary, A. K. and Iquebal, MA (2015). Organic waste management through four different composts for disease suppression and growth enhancement in mung beans. Clean Soil, Air, Water, 43 (7), 1066–1071.

  • Sarika, Iquebal, MA, Arora, Vasu, Rai, Anil and Kumar Dinesh. (2015). Species specific approach for development of web-based antimicrobial peptides prediction tool. Computer and Electronics in Agriculture, 111, 55-61.iconpdf

  • Behera, S.K., Paul, A.K., Wahi, S.D., Iquebal, MA Das, Samarendra, Paul, Ranjit, Alam, Wasi and Anil Kumar (2015). Estimation of heritability of mastitis disease using moment estimators. International Journal of Agricultural and Statistical Sciences, 10(S1), 243-247.

  • Iquebal, MA Sarika and Rai, Anil (2015). Classification and identification of cattle antimicrobial peptides using Artificial Neural Network methodology. International Journal of Agricultural & Statistical Sciences, 10(S1), 275-281.

  • Tandon Gitanjali, Sarika, Iquebal M A, Kumar Sunil, Kaur Sukhdeep, Rai Anil and Kumar Dinesh. (2015). Evidence of Salicylic Acid pathway with EDS1 and PAD4 proteins by molecular dynamics simulation for Grape improvement. Journal of Biomolecular Structure and Dynamics iconpdf

  • Sarika, Iquebal, MA, Arora, Vasu, Rai, Anil and Kumar Dinesh. (2015). Species specific approach for development of web-based antimicrobial peptides prediction tool. Computer and Electronics in Agriculture, 111, 55-61. iconpdf

  • Iquebal, MA Muhammad Shahid, Sarika, S. P. Dixit, N. K. Verma, R. A. K. Aggarwal, S. Jayakumar, Anil Rai and Dinesh Kumar (2014). Loci minimization in breed prediction using artificial neural network approach. Animal Genetics. 45 (6), 898-902. iconpdf

  • Tandon, Gitanjali, Sarika, Iquebal, MA Kuamr, Sunil, Kaur, Sukhdeep, Rai, Anil and Kumar, Dinesh. (2014). Evidence of Salicylic Acid pathway with EDS1 and PAD4 proteins by molecular dynamics simulation for Grape improvement. Journal of Biomolecular Structure and Dynamics, iconpdf

  • Iquebal, MAPrajneshu, Sarika (2014). Nonlinear support vector regression methodology for modelling and prediction: An application. Journal of the Indian Society of Agricultural Statistics, 68 (3), 369-374. iconpdf

  • Iquebal, M.A., Ansari, M. S., Sarika, Dixit,S. P., Verma, N. K., Aggarwal, R. A. K., Jayakumar,  S., Rai, A. and Kumar, D. (2014). Locus minimization in breed prediction using artificial neural network approach. Animal Genetics, 45(6), 898–902.iconpdf

  • Gautam, NK, Singh, N, Iquebal, MA, Singh, M, Akhtar, J, Khan, Z and Ram, B. (2014). Genetic diversity analysis for quantitative traits in lentil (Lens Culinaris Medik.) germplasm. Legume Research, 37 (2), 139-144.iconpdf

  • Iquebal, MA, Prajneshu, Sarika (2014). Nonlinear support vector regression methodology for modelling and prediction: An application. Journal of the Indian Society of Agricultural Statistics, 68 (3), 369-374.iconpdf

  • Behera, S.K., Paul, A.K., Wahi, S.D., Iquebal, M.A. and Anil Kumar (2014). Estimation of heritability of mastitis disease using moment estimators. International Journal of Agricultural and Statistical Sciences, 10 (S1).
  • Iquebal, MA and Sarika (2013). Nonlinear growthmodels for describing country’s lentil (Lensculinaris M.) production. J. Food Legumes, 26(1&2): 79-82.

  • Iquebal, M.A., Sarika, Arora, Vasu, Verma, Nidhi, Rai, Anil and Kumar, Dinesh (2013). First whole genome based microsatellite DNA marker database of tomato for mapping and variety identification. BMC Plant Biology, 13, 197. iconpdf  iconpdf

  • Iquebal, M.A., Sarika, Dhanda, S.K., Arora, Vasu, Dixit, S.P., Raghava, G.P.S., Rai, A. and Kumar, D. (2013). Development of a model webserver for breed identification using microsatellite DNA marker. BMC Genetics, 14, 118. iconpdf  iconpdf

  • Iquebal, M.A., Ghosh, H and Prajneshu (2013). Fitting of SETAR Three-regime nonlinear time series model to Indian lac production data through genetic algorithm. Indian Journal of Agricultural Sciences, 83(12): 130-132.

  • Sarika, Arora, Vasu, Iquebal, M.A., Rai, Anil, and Kumar, Dinesh (2013). PIPEMicroDB: Microsatellite database and primer generation tool for pigeonpea genome. Database: The Journal of Biological Databases and Curation, Vol. 2013, Article ID bas054, doi:10.1093/database/bas054. iconpdf

  • Bajetha, Garima, Bhati, Jyotika, Sarika, Iquebal, M. A., Rai, Anil, Arora, Vasu and Kumar, Dinesh (2013). Analysis and functional annotation of expressed sequence tags of Water Buffalo. Animal Biotechnology, 24(1): 25-30. iconpdf

  • Sarika, Arora, Vasu, Iquebal, M. A., Rai, Anil and Kumar, Dinesh (2013). In silico mining of putative microsatellite markers from whole genome sequence of water buffalo (Bubalis bubalis) and development of first BuffSatDB. BMC Genomics, 14, 43. iconpdf

  • Bhushan, Gunjan, Mishra, V.K., Iquebal, M. A. and Singh, Y.P. (2013). Effect of genotypes, reproductive developmental stages, and environments on glucosinolates content in rapeseed mustard. Asian Journal of Plant Science and Research, 3(1): 75-82. iconpdf

  • Sarika, Iquebal, M. A., Rai, A. (2012). Biotic stress resistance in agriculture through antimicrobial peptides. Peptides, 36, 322-330. iconpdf

  • Sarika, Iquebal, M. A. and Rai, Anil (2012). In silico analysis and homology model of legume antioxidant proteins. Online Journal of Bioinformatics, 13(1): 120-129. iconpdf

  • Choudhary, A. K. and Iquebal, M. A. and Nadarajan, N. (2012). Protogyny is an attractive option over emasculation for hybridization in pigeonpea. SABRAO Journal of Breeding and Genetics, 44(1): 138-148. iconpdf

  • Shrivastava, A., Babbar, A., Prakash, V., Tripathi, N and Iquebal, M. A. (2012). Genetic and molecular diversity analysis for improvement of chickpea (Cicer arietinum L.) genotypes grown under rice fallow. Journal of Food Legume, 25(2): 147-150. iconpdf

  • Iquebal, M. A., Ghosh, Himadri and Prajneshu (2012). Genetic algorithm optimization technique for linear regression models with heteroscedastic errors. Indian Journal of Agricultural Sciences, 82(5): 422-425. iconpdf

  • Sewak, Shiv, Iquebal, M. A., Singh, N. P, Solanki, R. K. and Sarika (2012). Genetic diversity studies in chickpea (Cicer arietinum) germplasm. Journal of Food Legume, 25(1): 31-36. iconpdf

  • Saxena, Hem, Duraimurugan Ponnusamy and Iquebal, M. A. (2012). Seasonal parasitism and biological characteristics of Habrobracon hebetor (Hymenoptera: Braconidae) – a potential larval ectoparasitoid of Helicoverpa armigera (Lepidoptera: Noctuidae) in chickpea ecosystem. Biocontrol Science and Technology, 22(3): 305-318. iconpdf

  • Babbar, A, Prakash, V, Tiwari, P and Iquebal, M. A. (2012). Genetic variability for chickpea (Cicer arietinum L.) under late sown season. Legume Research-An International Journal, 35(1): 1-7. iconpdf

  • Choudhary, A. K., Singh, D. and Iquebal, M. A. (2011). Selection of pigeonpea (Cajanus cajan) genotypes for tolerance to aluminum toxicity. Plant Breeding, 130(4): 492-495. iconpdf

  • Yadav, N. K., Sarika, Iquebal, M. A. and Akram, Mohd. (2011). In-silico analysis and homology modelling of coat protein of Mungbean yellow mosaic India virus. Journal of Food Legumes, 24(2): 138-141. iconpdf

  • Sarika, Iquebal, M. A. and Chattopadhyay, C. (2011). Modelling and forecasting of pigeonpea (Cajanus cajan) in India using Autoregressive integrated moving average methodology. Indian Journal of Agricultural Sciences, 81(6): 520-523. iconpdf

  • Ghosh, Himadri, Iquebal, M. A. and Prajneshu (2011). Bootstrap study of parameter estimates for nonlinear Richards growth model through Genetic algorithm. Journal of Applied Statistics, 38(3): 491-500. iconpdf

  • Iquebal, M. A., Ghosh, Himadri and Prajneshu (2010). Application of Genetic Algorithm for Fitting Self-Exciting Threshold Autoregressive Nonlinear Time-Series Model. Journal of Indian Society of Agricultural Statistics, 64(3): 391-398. iconpdf

  • Iquebal, M. A., Prajneshu and Ghosh, Himadri (2009). Application of Genetic algorithm optimization technique for fitting non-linear Richards growth model. Indian Journal of Agricultural Sciences, 79(5): 399-401.

  • Ghosh, Himadri, Iquebal, M. A. and Prajneshu (2008). A Bootstrap study of variance estimation under heteroscedasticity using Genetic algorithm. Journal of Statistical Theory and Practice, 2(1): 55-69. iconpdf

  • Ghosh, Himadri, Iquebal, M. A. and Prajneshu (2006). On Mixture Nonlinear Time-Series Modelling and Forecasting for Arch Effects. Sankhya, 68(1): 111-129. iconpdf


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