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Here, by integrating mRNA, long noncoding RNA, and small RNA transcriptomes from seedlings exposed to 42 \u00b0C, we identified 2,889 differentially expressed long noncoding RNAs, 1,216 mRNAs, and 21 microRNAs, respectively. Target prediction suggested that differentially expressed long noncoding RNAs potentially regulate 578 genes, whereas differentially expressed microRNAs target 300 long noncoding RNAs and 186 mRNAs. These predicted targets were enriched in heat response, reactive oxygen species metabolism, and protein-folding pathways. Based on target prediction, network features, and heat-response-related expression patterns, we prioritized 2 candidate modules: Lnc041788\u2013HSF37 and miR166d\u2013Lnc398037\u2013HSP70-20. We tested these modules using transient reporter assays in tobacco and heterologous overexpression in rice. Tobacco GUS assays and qRT-PCR in Moso bamboo leaves supported a positive regulatory association between Lnc041788 and HSF37. Heterologous overexpression of either Lnc041788 or HSF37 in rice enhanced thermotolerance. For the miR166d\u2013Lnc398037\u2013HSP70-20 module, tobacco reporter assays showed that miR166d repressed HSP70-20 expression, whereas Lnc398037 partially relieved this repression, consistent with a competing endogenous RNA-like effect. Correspondingly, overexpression of HSP70-20 or Lnc398037 enhanced thermotolerance, whereas miR166d overexpression increased heat sensitivity in rice. These phenotypes were accompanied by changes in antioxidant enzyme activities, reactive oxygen species accumulation, and lipid peroxidation. Together, these results identify noncoding RNA-associated candidate modules that may contribute to heat-stress responses in Moso bamboo.<\/jats:p>","DOI":"10.1093\/plphys\/kiag568","type":"journal-article","created":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T12:07:54Z","timestamp":1785586074000},"source":"Crossref","is-referenced-by-count":0,"title":["Heat-responsive long noncoding RNA and microRNA modules associated with thermotolerance in Moso bamboo"],"prefix":"10.1093","volume":"202","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9108-8700","authenticated-orcid":false,"given":"Gui-Yun","family":"Tao","sequence":"first","affiliation":[{"name":"National Key Laboratory for Development and Utilization of Forest Food Resources, Bamboo Industry Institute, Zhejiang A&F University , Hangzhou 311300 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-2975-8690","authenticated-orcid":false,"given":"Xu","family":"Zhou","sequence":"additional","affiliation":[{"name":"National Key Laboratory for Development and Utilization of Forest Food Resources, Bamboo Industry Institute, Zhejiang A&F University , Hangzhou 311300 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7819-339X","authenticated-orcid":false,"given":"Muthusamy","family":"Ramakrishnan","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Tree Genetics and Breeding, Co-Innovation Center for Sustainable Forestry in Southern China, Bamboo Research Institute, Key Laboratory of National Forestry and Grassland Administration on Subtropical Forest Biodiversity Conservation, School of Life Sciences, Nanjing Forestry University , Nanjing, Jiangsu 210037 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5287-8139","authenticated-orcid":false,"given":"Long-Hai","family":"Zou","sequence":"additional","affiliation":[{"name":"National Key Laboratory for Development and Utilization of Forest Food Resources, Bamboo Industry Institute, Zhejiang A&F University , Hangzhou 311300 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ping","family":"Yang","sequence":"additional","affiliation":[{"name":"National Key Laboratory for Development and Utilization of Forest Food Resources, Bamboo Industry Institute, Zhejiang A&F University , Hangzhou 311300 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5674-4410","authenticated-orcid":false,"given":"Mingbing","family":"Zhou","sequence":"additional","affiliation":[{"name":"National Key Laboratory for Development and Utilization of Forest 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