Computational identification of micro-nutrient (iron and zinc) deficiency related miRNAs and their targets in foxtail millet (Setaria italica)

*Article not assigned to an issue yet

, , , , ,


Research Articles | Published:

E-ISSN: 2229-4473.
Website: www.vegetosindia.org
Pub Email: contact@vegetosindia.org
DOI: 10.1007/s42535-025-01574-7
First Page: 0
Last Page: 0
Views: 1

Keywords: MicroRNAs, Micronutrient, Foxtail millet, Protein–protein interactions


Abstract


The research aims to find microRNAs (miRNAs) that link with micronutrient deficiency levels of iron (Fe), copper (Cu) and zinc (Zn) in the foxtail millet (Setaria italica). The study utilized the complete and mature miRNA sequences from miRBase database before performing BLASTn sequence comparisons against genomic resources available in NCBI and Ensembl Plants. Secondary structures from the identified sequences were predicted by the mfold tool after the “Coding Potential Calculator (CPC)” evaluated their coding potential. The “psRNATarget” prediction tool determined the target genes for identified miRNAs, after that protein–protein interaction (PPI) revealed their functional composition. The present study revealed sit-miR171, sit-miR169, and sit-miR166 as significant miRNAs that appear to manage plant reactions to deficiencies of Fe and Zn. Further, phylogenetics study found that the precursor sequences of sit-miR171, sit-miR169, and sit-miR166 clustered distinctly with their respective orthologues in Setaria italica, showing strong bootstrap support (100%). The study provides insights into plant micronutrient stress regulatory networks, laying a foundation for future crop improvement efforts and highlighting the need for experimental validation.

MicroRNAs, Micronutrient, Foxtail millet, Protein–protein interactions


References


Adam Z, Rudella A, van Wijk KJ (2006) Recent advances in the study of Clp, FtsH and other proteases located in chloroplasts. Curr Opin Plant Biol 9(3):234–240


Afreen U, Mukhopadhyay K, Kumar M (2025) Identification of novel microRNAs and their target genes associated with stress-tolerant phytohormones in wheat (Triticum aestivum L.) during leaf rust pathogenesis. J Plant Dis Prot 132(1):1–19


Agarwal S, Mangrauthia SK, Sarla N (2015) Expression profiling of iron deficiency responsive microRNAs and gene targets in rice seedlings of Madhukar x Swarna recombinant inbred lines with contrasting levels of iron in seeds. Plant Soil 396:137–150


Ashfaq MA, Dinesh Kumar V, Soma Sekhar Reddy P, Anil Kumar C, Sai Kumar K, Narasimha Rao N, Sujatha M (2020) Post-transcriptional gene silencing: basic concepts and applications. J Biosci 45(1):128


Beauclair L, Yu A, Bouché N (2010) Microrna-directed cleavage and translational repression of the copper chaperone for superoxide dismutase mRNA in Arabidopsis. Plant J 62(3):454–462


Bogra P, Shukla AK, Panwar S, Kumar A (2025) Elucidating the degradation mechanism of neuropeptides by aminopeptidase-B (APB): an in-vitro and in-silico perspective. In Silico Res Biomed. https://doi.org/10.1016/j.insi.2025.100040


Cheng Z (2024) Discovery of inhibitors targeting p38γ and PLK1 using combined virtual screening, molecular dynamics simulations and biological evaluation (Doctoral dissertation, Swinburne)


Deepika-Shukla AK, Kumari A, Kumar A (2023) Gut brain regulation using psychobiotics for improved neuropsychological illness. Dev Psychobiol 65(5):e22404


Dhamija S, Menon MB (2018) Non-coding transcript variants of protein-coding genes–what are they good for? RNA Biol 15(8):1025–1031


Edrisi SA, Chaurasiya R, Verma V (2024) Greenhouse gas emissions and plant soil nutrition: towards nutrient-use efficiency for achieving net-zero emissions. Sustainable plant nutrition and soil carbon sequestration. Springer Nature Switzerland, Cham, pp 65–85


Filipowicz W, Jaskiewicz L, Kolb FA, Pillai RS (2005) Post-transcriptional gene silencing by siRNAs and miRNAs. Curr Opin Struct Biol 15(3):331–341


Gasparis S, Yanushevska Y, Nadolska-Orczyk A (2017) Bioinformatic identification and expression analysis of new microRNAs from wheat (Triticum aestivum L.). Acta Physiol Plant 39(10):236


Grassmann G, Miotto M, Desantis F, Di Rienzo L, Tartaglia GG, Pastore A, Milanetti E (2024) Computational approaches to predict protein–protein interactions in crowded cellular environments. Chem Rev 124(7):3932–3977


Gupta N, Ram H, Kumar B (2016) Mechanism of zinc absorption in plants: uptake, transport, translocation and accumulation. Rev Environ Sci Bio/technol 15:89–109


Han J, Xie H, Sun Q, Wang J, Lu M, Wang W, Pan J (2014) Bioinformatic identification and experimental validation of miRNAs from foxtail millet (Setaria italica). Gene 546(2):367–377


Harish MS, Bhuker A, Chauhan BS (2024) Millet production, challenges, and opportunities in the Asia-Pacific region: a comprehensive review. Front Sustain Food Syst 8:1386469


Jalal A, Zhang Z, Wang Y, Zhang L, Zhu D (2025) Genomic identification, evolution, taxonomy and expression analysis of cell wall lignifying DIRIGENT (DIR) PROTEIN genes under drought stress in Jatropha curcas L. J Agron Crop Sci 211(3):e70075


Kaur H, Kaur H, Kaur H, Srivastava S (2023) The beneficial roles of trace and ultratrace elements in plants. Plant Growth Regul 100(2):219–236


Khare N, Khare P, Barot M, Modi A, Jain T, Mitra S et al (2025a) Role of non-coding RNA in plant architecture. Non-coding RNA in Plants. Academic Press, Cambridge, pp 99–119


Khare N, Khare P, Shukla AK, Singh S, Jain T, Barot M (2025b) Role of non coding RNA in effector trigger immunity. Non-coding RNA in Plants. Academic Press, Cambridge, pp 187–202


Khare N, Khare P, Singh S (2025) Molecular and physiological concepts: macronutrients in crop plant growth and development. Agricultural Crop Improvement, pp. 148–164


Kong WW, Yang ZM (2010) Identification of iron-deficiency responsive microRNA genes and cis-elements in Arabidopsis. Plant Physiol Biochem 48(2–3):153–159


Kumar A (2013) In silico identification of microRNAs and their (Doctoral dissertation, Anand agricultural university)


Ma J, Wang J, Ghoraie LS, Men X, Haibe-Kains B, Dai P (2019) A comparative study of cluster detection algorithms in protein–protein interaction for drug target discovery and drug repurposing. Front Pharmacol 10:109


Nadeem F, Hanif MA, Majeed MI, Mushtaq Z (2018) Role of macronutrients and micronutrients in the growth and development of plants and prevention of deleterious plant diseases-a comprehensive review. Int J Chem Biochem Sci 13:31–52


Nogoy FM, Niño MC, Song JY, Jung YJ, Kang KK, Nou I, Cho YG (2018) Plant microRNAs in molecular breeding. Plant Biotechnol Rep 12:15–25


Panchal A, Singh RK, Prasad M (2023) Recent advancements and future perspectives of foxtail millet genomics. Plant Growth Regul 99(1):11–23


Panwar S, Pal S, Shukla AK, Kumar A, Sharma PK (2024) Identification of micronutrient deficiency related miRNA and their targets in Triticum aestivum using bioinformatics approach. Ecol Genet Genomics 31:100236


Paul S, Gayen D, Datta SK, Datta K (2016) Analysis of high iron rice lines reveals new miRNAs that target iron transporters in roots. J Exp Bot 67(19):5811–5824


Shi H, Liu W, Yao Y, Wei Y, Chan Z (2017) Alcohol dehydrogenase 1 (ADH1) confers both abiotic and biotic stress resistance in Arabidopsis. Plant Sci 262:24–31


Shukla AK, Kumar A (2025) A Chemoinformatics study to Prioritization of anticancer orally active lead compounds of pearl millet against adhesion G Protein-Coupled receptor. Spectroch Acta Part a: Mol Biomol Spectr 334:125960


Singh A, Agrawal S, Rajput VD, Ghazaryan K, Yesayan A, Minkina T, Alexiou A (2024) Nanoparticles in revolutionizing crop production and agriculture to address salinity stress challenges for a sustainable future. Discover Appl Sci 6(6):317


Sood VK, Sharma V, Dixit SP, Verma R, Katna G (2023) Present status and revival of millets cultivation in Himachal Pradesh. Himachal J Agricult Res 49(1):18–37


Xuan C, Bai XY, Gao G, Yang Q, He GW (2011) Association between polymorphism of methylenetetrahydrofolate reductase (MTHFR) C677T and risk of myocardial infarction: a meta-analysis for 8,140 cases and 10,522 controls. Arch Med Res 42(8):677–685


Zeng H, Wu H, Yan F, Yi K, Zhu Y (2021) Molecular regulation of zinc deficiency responses in plants. J Plant Physiol 261:153419


Zhang L, Xiang Y, Chen S, Shi M, Jiang X, He Z, Gao S (2022) Mechanisms of microRNA biogenesis and stability control in plants. Front Plant Sci 13:844149


Zhang R, Shui B, Jin Z, Cui C, Zhao S (2025) Genome-wide identification and characterization of DCL, AGO and RDR gene families in sister mangrove species Kandelia obovata and Kandelia candel. Biochem Biophys Rep 43:102197

 


Author Information


Department of Nutrition Biology, Central University of Haryana, Mahendergarh, Jant-Pali, India