The importance of microRNA molecular analysis in the field of postharvest biology and technology

Ahmad, H. M., Wang, X., Ijaz, M., Oranab, S., Ali, M. A., & Fiaz, S. (2022). Molecular aspects of microRNAs and phytohormonal signaling in response to drought stress: A review. Current Issues in Molecular Biology, 44(8), 3695-3710.

Ajit, S. K. (2012). Circulating microRNAs as biomarkers, therapeutic targets, and signaling molecules. Sensors, 12(3), 3359-3369.

Anusha, M., Sri, K. R., Lokesh, M., Deepthi, N. M., & Malleswari, M. D. (2024). Postharvest management techniques for improved shelf life of horticultural crops: A review. Journal of Experimental Agriculture International, 46(11), 362-380.

Asefpour Vakilian, K. (2020). Determination of nitrogen deficiency-related microRNAs in plants using fluorescence quenching of graphene oxide nanosheets. Molecular and Cellular Probes, 52, 101576.

Asefpour Vakilian, K. (2019). Gold nanoparticles-based biosensor can detect drought stress in tomato by ultrasensitive and specific determination of miRNAs. Plant Physiology and Biochemistry, 145, 195-204.

Asefpour Vakilian, K. (2025). A smart multiplexed microRNA biosensor based on FRET for the prediction of mechanical damage and storage period of strawberry fruits. Plant Molecular Biology, 115(2), 37.

Bai, L., Zhang, Z., Peng, X., Gao, Z., Zhao, Y., & Liang, K. (2023). Application of omics technology in the storage and transportation of agricultural products. Frontiers in Sustainable Food Systems, 7, 1249199.

Bisht, A., & Singh, S. P. (2024). Postharvest losses and management of horticultural produce: A review. Journal of Scientific Research and Reports, 30, 305-320.

Chen, T., Ji, D., Zhang, Z., Li, B., Qin, G., & Tian, S. (2021). Advances and strategies for controlling the quality and safety of postharvest fruit. Engineering, 7(8), 1177-1184.

Chen, C., & Pan, Z. (2022). Postharvest processing of tree nuts: Current status and future prospects—A comprehensive review. Comprehensive Reviews in Food Science and Food Safety, 21(2), 1702-1731.

Chen, T., Qin, G., & Tian, S. (2020). Regulatory network of fruit ripening: current understanding and future challenges. New Phytologist, 228(4), 1219-1226.

Dayeh, N., Asefpour Vakilian, K., & Azadbakht, M. (2024). A fruit edible coating machine to protect the morphological, physiological, and biochemical properties of citrus fruits. Food and Bioproducts Processing, 148, 428-435.

de Vries, S., Kloesges, T., & Rose, L. E. (2015). Evolutionarily dynamic, but robust, targeting of resistance genes by the miR482/2118 gene family in the Solanaceae. Genome Biology and Evolution, 7(12), 3307-3321.

Elik, A., Yanik, D. K., Istanbullu, Y., Guzelsoy, N. A., Yavuz, A., & Gogus, F. (2019). Strategies to reduce post-harvest losses for fruits and vegetables. Strategies, 5(3), 29-39.

Emana, B., Afari-Sefa, V., Nenguwo, N., Ayana, A., Kebede, D., & Mohammed, H. (2017). Characterization of pre-and postharvest losses of tomato supply chain in Ethiopia. Agriculture & Food Security, 6(1), 3.

Ganjdoost, M., Aboonajmi, M., Mirsaeedghazi, H., & Asefpour Vakilian, K. (2021). Effects of power ultrasound treatment on the shelf life of button mushrooms: Digital image processing and microbial counting can reveal the effects. Food Science & Nutrition, 9(7), 3538-3548.

Hashemi Shabankareh, S., Asghari, A., Azadbakht, M., & Asefpour Vakilian, K. (2023). Physical and physiological characteristics, as well as miRNA concentrations, are affected by the storage time of tomatoes. Food Chemistry, 429, 136792.

Hayat, U., Li, W., Bie, H., Liu, S., Guo, D., & Cao, K. (2023). An overview on post-harvest technological advances and ripening techniques for increasing peach fruit quality and shelf life. Horticulturae, 10(1), 4.

Hodges, R. J., Buzby, J. C., & Bennett, B. (2011). Postharvest losses and waste in developed and less developed countries: opportunities to improve resource use. The Journal of Agricultural Science, 149, 37-45.

Hossain, M. A., Karim, M. M., & Juthee, S. A. (2020). Postharvest physiological and biochemical alterations in fruits: a review. Fundamental and Applied Agriculture, 5(4), 453-469.

Huang, X., Xia, R., & Liu, Y. (2022). microRNA-mediated regulation in fruit quality. Current Opinion in Food Science, 46, 100837.

Hussein, A., Abdelsattar, M., Radwan, K. H., Osman, E., Abdeldaym, E. A., Abdelhadi, A. A., & Abdallah, N. A. (2024). Streamlining the defense mechanism involving miRNA/mRNA and phytohormones during mycorrhiza-fusarium infecting tomato roots. Brazilian Journal of Biology, 84, e280450.

Javed, M., Sinha, A., & Shukla, L. I. (2019). Evaluation of mature miR398 family, expression analysis and the post-transcriptional regulation evidence in gamma-irradiated and nitrogen-stressed Medicago sativa seedlings. International Journal of Radiation Biology, 95(5), 585-596.

Jin, L., Yarra, R., Zhou, L., Zhao, Z., & Cao, H. (2020). miRNAs as key regulators via targeting the phytohormone signaling pathways during somatic embryogenesis of plants. 3 Biotech, 10(11), 495.

Johnson, B. N., & Mutharasan, R. (2014). Biosensor-based microRNA detection: techniques, design, performance, and challenges. Analyst, 139(7), 1576-1588.

Karlova, R., van Haarst, J. C., Maliepaard, C., van de Geest, H., Bovy, A. G., Lammers, M., Angenent, G. C., & de Maagd, R. A. (2013). Identification of microRNA targets in tomato fruit development using high-throughput sequencing and degradome analysis. Journal of Experimental Botany, 64(7), 1863-1878.

Keshavarz, M., Behpour, M., & Rafiee-pour, H. A. (2015). Recent trends in electrochemical microRNA biosensors for early detection of cancer. RSC Advances, 5(45), 35651-35660.

Kheiralipour, K. (2022). Sustainable production: definitions, aspects, and elements. Nova Science Publishers: Hauppauge, New York.

Kim, H. J., Nam, H. G., & Lim, P. O. (2016). Regulatory network of NAC transcription factors in leaf senescence. Current Opinion in Plant Biology, 33, 48-56.

Kitinoja, L., Saran, S., Roy, S. K., & Kader, A. A. (2011). Postharvest technology for developing countries: challenges and opportunities in research, outreach and advocacy. Journal of the Science of Food and Agriculture, 91(4), 597-603.

Kong, X., He, M., Guo, Z., Zhou, Y., Chen, Z., Qu, H., & Zhu, H. (2021). microRNA regulation of fruit development, quality formation and stress response. Fruit Research, 1(1), 1-11.

Koyama, T., Sato, F., & Ohme-Takagi, M. (2017). Roles of miR319 and TCP transcription factors in leaf development. Plant Physiology, 175(2), 874-885.

Kumar, D., & Kalita, P. (2017). Reducing postharvest losses during storage of grain crops to strengthen food security in developing countries. Foods, 6(1), 8.

Li, J., Lai, T., Song, H., & Xu, X. (2017). MiR164 is involved in delaying senescence of strawberry (Fragaria ananassa) fruit by negatively regulating NAC transcription factor genes under low temperature. Russian Journal of Plant Physiology, 64(2), 251-259.

Li, J., Song, Q., Zuo, Z. F., & Liu, L. (2022). MicroRNA398: A master regulator of plant development and stress responses. International Journal of Molecular Sciences, 23(18), 10803.

Liu, F., Hai, M., Mei, B., Yi, L., & Xie, S. (2025). How does mechanical damage affect the preservability of postharvest fruits and vegetables?. LWT, 118781.

Ma, L., Shi, Y. N., Grierson, D., & Chen, K. S. (2020). Research advance in regulation of fruit quality characteristics by microRNAs. Food Quality and Safety, 4(1), 1-8.

Mohammadi, P., & Asefpour Vakilian, K. (2023). Machine learning provides specific detection of salt and drought stresses in cucumber based on miRNA characteristics. Plant Methods, 19(1), 123.

Mujumdar, A. S., & Law, C. L. (2010). Drying technology: Trends and applications in postharvest processing. Food and Bioprocess Technology, 3(6), 843-852.

Nath, B., Chen, G., O’Sullivan, C. M., & Zare, D. (2024). Research and technologies to reduce grain postharvest losses: a review. Foods, 13(12), 1875.

Ninama, N., Gangal, L., Khayum, A., SB, H., HM, S., & Singh, A. (2024). Post-harvest biotechnology or genetic engineering solutions: Extending shelf life and reducing food waste. Journal of Advances in Biology & Biotechnology, 27(4), 1-26.

Nordhagen, S., Onuigbo-Chatta, N., Lambertini, E., Wenndt, A., & Okoruwa, A. (2023). Perspectives on food safety across traditional market supply chains in Nigeria. Food and Humanity, 1, 333-342.

Ntsoane, M. L., Zude-Sasse, M., Mahajan, P., & Sivakumar, D. (2019). Quality assessment and postharvest technology of mango: A review of its current status and future perspectives. Scientia Horticulturae, 249, 77-85.

Pradhan, D., Pradhan, N., & Surabhi, G. K. (2025). Omics approach for the identification and validation of genes, proteins and regulators in relevance to fruit development, ripening and shelf life: current status and future prospectives. Journal of Advances in Biology & Biotechnology, 28(11), 1714-1744.

Ren, Y., Deng, H., Shen, W., & Gao, Z. (2013). A highly sensitive and selective electrochemical biosensor for direct detection of microRNAs in serum. Analytical Chemistry, 85(9), 4784-4789.

Sajadipour, F., & Kheiralipour, K. (2025). Application of infrared thermal imaging in Biosystems engineering in Iran. Biosystems Engineering and Renewable Energies, 1(2), 121-126.

Samadi, S. M., Asefpour Vakilian, K., & Javidan, S. M. (2025a). A review of the most important microRNAs involved in fruit postharvest properties. Food Chemistry Advances, 9, 101168.

Samadi, S. M., Asefpour Vakilian, K. A., & Javidan, S. M. (2025b). Combining miRNA concentrations and optimized machine-learning techniques: An effort for the tomato storage quality assessment in the agriculture 4.0 framework. Journal of Agriculture and Food Research, 19, 101605.

Sarlaki, E., Kianmehr, M. H., Ghorbani, M., Kermani, A. M., Asefpour Vakilian, K., Angelidaki, I., Wang, Y., Gupta, V. K., Pan, J., Tabatabaei, M., & Aghbashlo, M. (2023). Highly humified nitrogen-functionalized lignite activated by urea pretreatment and ozone plasma oxidation. Chemical Engineering Journal, 456, 140978.

Sharbati, M., Vakilian, K. A., & Azadbakht, M. (2025). What do microRNA concentrations tell us about the mechanical damage and storage period of strawberry fruits?. Food Chemistry: Molecular Sciences, 10, 100250.

Shi, F., Zhou, X., Yao, M. M., Tan, Z., Zhou, Q., Zhang, L., & Ji, S. J. (2019). miRNAs play important roles in aroma weakening during the shelf life of ‘Nanguo’ pear after cold storage. Food Research International, 116, 942-952.

Sui, Y., Huang, K., Liao, Q., Wu, X., & Liu, J. (2023). Long non-coding RNAs associated with the postharvest quality and stress resistance of horticultural crops. Postharvest Biology and Technology, 198, 112251.

Toivonen, P. M. (2004). Postharvest storage procedures and oxidative stress. HortScience, 39(5), 938-942.

Wang, Y., Li, W., Chang, H., Zhou, J., Luo, Y., Zhang, K., & Wang, B. (2019). Sweet cherry fruit miRNAs and effect of high CO₂ on the profile associated with ripening. Planta, 249(6), 1799-1810.

Wang, Z., Wang, Q., Duan, W., Meng, L., Li, J., Song, H., & Xu, X. (2023). Overexpression of Sly-miR164a in tomato decreases expression of NAC and delays pre-and postharvest ripening of fruit. Postharvest Biology and Technology, 195, 112132.

Xia, B., Feng, J., Wang, Y., Wu, R., Zhang, H., Zhou, Z., Yan, Z., Gleave, A. P., & Yao, J. L. (2025). Silencing microRNA172 delays fruit ripening in apple (Malus domestica) through an AP2-ERF transcriptional regulation mechanism. Plant Science, 112719.

Xu, X., Ma, X., Lei, H., Yin, L., Shi, X., & Song, H. (2015). MicroRNAs play an important role in the regulation of strawberry fruit senescence in low temperature. Postharvest Biology and Technology, 108, 39-47.

Xu, D., Makita, Y., & van Dijk, A. D. J. (2026). Embracing AI in plant biology: a new era of discovery. Plant Molecular Biology, 116(1), 9.

Yan, Z., Yan, B., Xu, D., Yuan, S., Xu, X., Wu, C., Shi, J., Zuo, J., Yue, X., & Wang, Q. (2025). Integrated transcriptomic and miRNA-seq analysis of Pak-choi provides insight into the molecular mechanisms involved in the preservation of postharvest quality by white LED light irradiation. Postharvest Biology and Technology, 219, 113183.

Yin, C., Xie, L., Wu, Y., Qu, H., Yang, B., Gong, L., Jiang, Y., & Li, T. (2023). Involvement of miRNAs-mediated senescence and salicylic acid defense in postharvest litchi downy blight. Food Chemistry, 404, 134662.

Yu, X., Hu, K., Geng, X., Cao, L., Zhou, T., Lin, X., Liu, H., Chen, J., Luo, C., & Qu, S. (2024). The Mh-miR393a-TIR1 module regulates Alternaria alternata resistance of Malus hupehensis mainly by modulating the auxin signaling. Plant Science, 341, 112008.

Yusuf, N. H. M., & Kumar, S. V. (2010). Identification and characterization of differentially expressed microRNAs during fruit ripening in pineapple (Ananas comosus var. comosus). In VII International Pineapple Symposium 902 (pp. 123-131).

Zaman, F., Zhang, M., Wu, R., Zhang, Q., Luo, Z., & Yang, S. (2023). Recent research advances of small regulatory RNA in fruit crops. Horticulturae, 9(3), 294.

Zhang, Y., Waseem, M., Zeng, Z., Xu, J., Chen, C., Liu, Y., Zhai, J., & Xia, R. (2022). MicroRNA482/2118, a miRNA superfamily essential for both disease resistance and plant development. New Phytologist, 233(5), 2047-2057.

Zheng, C., Li, J., Liu, H., & Wang, Y. (2023). Review of postharvest processing of edible wild-grown mushrooms. Food Research International, 173, 113223.

Zuo, J., Zhu, B., Fu, D., Zhu, Y., Ma, Y., Chi, L., Ju, Z., Wang, Y., Zhai, B., & Luo, Y. (2012). Sculpting the maturation, softening and ethylene pathway: the influences of microRNAs on tomato fruits. BMC Genomics, 13, 7.