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pmid:32483281

Proteome and transcriptome reveal the involvement of heat shock proteins and antioxidant system in thermotolerance of Clematis florida.

Changhua Jiang · Yuke Bi · Jianbin Mo · Ruyao Zhang · Mingnan Qu · Shucheng Feng · Jemaa Essemine

Scientific reports · 2020 doi:10.1038/s41598-020-65699-2

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title
Proteome and transcriptome reveal the involvement of heat shock proteins and antioxidant system in thermotolerance of Clematis florida.
doi
10.1038/s41598-020-65699-2
pmid
32483281
authors array · 7 items
[0]
Changhua Jiang
[1]
Yuke Bi
[2]
Jianbin Mo
[3]
Ruyao Zhang
[4]
Mingnan Qu
[5]
Shucheng Feng
[6]
Jemaa Essemine
journal
Scientific reports
year
2020
abstract
Clematis florida Thun (CfT) is an ornamental and medicinal plant. It is a cold resistant but heat sensitive species and deserves to be further investigated to improve its adaptability to heat stress. Exploring the molecular mechanism potential via an omic-analysis constitutes a promising approach towards improving heat tolerance of CfT. Two CfT lines, heat resistance (HR) and heat sensitive (HS), with differential thermotolerance capacities were used for the integrative analyses of proteomics and transcriptomes. Transcriptomes analysis showed that various pathways were significantly enriched including plant hormone signal transduction and carbon fixation pathways in prokaryotes. Proteomics study revealed the enrichment of some other pathways comprising antioxidant activity and carbohydrates metabolism. Based on combined transcriptomes and proteomics analyses and following heat stress treatment, a total of 1724 annotated genes were overlapped between both CfT lines. Particularly, 84 differential expressed genes (DEGs) were overlapped in both CfT lines. Fifteen out of these 84 genes were up-regulated solely for HR line (PS) but not for HS one (SG). This strongly suggests a potential prominent role for these genes in the thermotolerance process in PS line. We corroborate that two Hsps (Hsp18 and Hsp70) out of 20 detected proteins with higher expression levels in PS than in SG based on either global transcripts or proteins levels. According to the transcriptomes and proteomics analyses, 6 proteins and their corresponding genes were found to be significantly abundant in HR line (PS). Data are available via ProteomeXchange with identifier PXD018192. The expressions levels of these 6 genes were checked also for both CfT lines to evaluate their potential contributions in the heat tolerance process. Thus, their expression levels were approximately 2~4 times higher in HR than in HS line. We provided as well a representative schematic model to highlight the key genes involved in ROS scavenging and photorespiratory pathway in CfT. This model could be helpful also in understanding the mechanism of heat tolerance in CfT.
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Proteomic dataset for clematis in respose to heat stress
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SOD activities of two CfT lines (PS and SG) exposed to heat stress treatments.
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Physiological profiling in both CfT lines in response to heat stress
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SOD activities of two CfT lines (PS and SG) exposed to heat stress treatments.
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Up-regulated 15 genes in CfT PS line in both transcriptomes and proteomics analyses.
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Up-regulated 15 genes in CfT PS line in both transcriptomes and proteomics analyses.
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of Hsp70 and Hsp18 were further confirmed by qPCR (Fig. 4B). The differences in expressions of
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:32483281", "kind": "science-record", "revision": 6, "content_hash": "sha256:1cbde98a6cf8825ecdbd2b8c53eb7264259d69fb21c83a7f624565e8b950ea1b", "created_at": "2026-11-01T15:41:02Z", "updated_at": "2026-11-01T21:23:19Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Proteome and transcriptome reveal the involvement of heat shock proteins and antioxidant system in thermotolerance of Clematis florida.", "doi": "10.1038/s41598-020-65699-2", "pmid": "32483281", "authors": ["Changhua Jiang", "Yuke Bi", "Jianbin Mo", "Ruyao Zhang", "Mingnan Qu", "Shucheng Feng", "Jemaa Essemine"], "journal": "Scientific reports", "year": 2020, "abstract": "Clematis florida Thun (CfT) is an ornamental and medicinal plant. It is a cold resistant but heat sensitive species and deserves to be further investigated to improve its adaptability to heat stress. Exploring the molecular mechanism potential via an omic-analysis constitutes a promising approach towards improving heat tolerance of CfT. Two CfT lines, heat resistance (HR) and heat sensitive (HS), with differential thermotolerance capacities were used for the integrative analyses of proteomics and transcriptomes. Transcriptomes analysis showed that various pathways were significantly enriched including plant hormone signal transduction and carbon fixation pathways in prokaryotes. Proteomics study revealed the enrichment of some other pathways comprising antioxidant activity and carbohydrates metabolism. Based on combined transcriptomes and proteomics analyses and following heat stress treatment, a total of 1724 annotated genes were overlapped between both CfT lines. Particularly, 84 differential expressed genes (DEGs) were overlapped in both CfT lines. Fifteen out of these 84 genes were up-regulated solely for HR line (PS) but not for HS one (SG). This strongly suggests a potential prominent role for these genes in the thermotolerance process in PS line. We corroborate that two Hsps (Hsp18 and Hsp70) out of 20 detected proteins with higher expression levels in PS than in SG based on either global transcripts or proteins levels. According to the transcriptomes and proteomics analyses, 6 proteins and their corresponding genes were found to be significantly abundant in HR line (PS). Data are available via ProteomeXchange with identifier PXD018192. The expressions levels of these 6 genes were checked also for both CfT lines to evaluate their potential contributions in the heat tolerance process. Thus, their expression levels were approximately 2~4 times higher in HR than in HS line. We provided as well a representative schematic model to highlight the key genes involved in ROS scavenging and photorespiratory pathway in CfT. This model could be helpful also in understanding the mechanism of heat tolerance in CfT.", "claims": [{"id": "claim-method", "statement": "The resulting adjusted P-values, according to the Benjamini and Hoch-berg’s approach, were used to monitor the false discovery rate (FDR).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32483281", "locator": "sections[11] \"Identification of differentially expressed genes (DEGs)\" paragraph 2", "quote": "The resulting adjusted P-values, according to the Benjamini and Hoch-berg’s approach, were used to monitor the false discovery rate (FDR)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The raw data are available in the national center for biotechnology information sequence read archive (www.ncbi.nlm.nih.gov/Trace/sra) under accession number SRP108804. 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The mass spectrometry proteomics data has been deposited to the ProteomeXchange Consortium via the PRIDE16 partner repository with the dataset identifier PXD018192.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": null, "resolution_checked_at": "2026-10-31T18:35:43Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:32483281:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:eb794d2a216b98bed6571969e04de7e51389d8327de24e549e335e113b362de0", "bytes": 394, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[15]/table-wrap[1]#Tab1", "version": null, "note": "SOD activities of two CfT lines (PS and SG) exposed to heat stress treatments.", "structure": {"pmcid": "PMC7264250", "section_index": 15, "section_title": "Physiological profiling in both CfT lines in response to heat stress", "row_count": 3, "column_count": 4}, "table": {"label": "Table 1", "caption": "SOD activities of two CfT lines (PS and SG) exposed to heat stress treatments.", "rows": [["CfT lines", "Control (%/g. FW)", "Heat stress (%/g. FW)", "Differences (%)"], ["PS", "22.24 ± 0.72", "50.96 ± 0.56", "129"], ["SG", "29.66 ± 1.12", "29.93 ± 1.03", "0.91"]], "row_count": 3, "column_count": 4, "numeric_cells": 6, "header_rows": 1, "locator": "section[15]/table-wrap[1]#Tab1"}}, {"id": "asset:table:pmid:32483281:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:597e9dec1cf2fc4d2ffe9f1096f8415ff804465fa8d826dea2374a307f6cbec2", "bytes": 2077, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[16]/table-wrap[1]#Tab2", "version": null, "note": "Up-regulated 15 genes in CfT PS line in both transcriptomes and proteomics analyses.", "structure": {"pmcid": "PMC7264250", "section_index": 16, "section_title": "Integrative analysis of transcriptomes and proteomics in both CfT lines", "row_count": 16, "column_count": 4}, "table": {"label": "Table 2", "caption": "Up-regulated 15 genes in CfT PS line in both transcriptomes and proteomics analyses.", "rows": [["Protein", "Transcript", "Abbre", "Description"], ["cdsTRINITY_DN115825_c1_g2_m58122", "ORTHOMCL14236", "GLUST", "Glutathione-S-transferase tau 1 (Hevea brasiliensis)"], ["cdsTRINITY_DN117586_c0_g2_m50305", "ORTHOMCL16012", "GO1", "Gglycolate oxidase1, chloroplastic-like (Fragaria vesca subsp Vesca)"], ["cdsTRINITY_DN108848_c1_g2_m66744", "ORTHOMCL7824", "RPE3", "Ribulose-phosphate 3-epimerase, cytoplasmic isoform (Malus domestica)"], ["cdsTRINITY_DN111615_c0_g1_m847", "ORTHOMCL10183", "R5PI", "Ribose-5-phosphate isomerase 3, chloroplastic (Cucumis melo)"], ["cdsTRINITY_DN108758_c3_g1_m45874", "ORTHOMCL7756", "rbcS", "Ribusco small subunit (Panax ginseng)"], ["cdsTRINITY_DN117844_c1_g1_m47440", "ORTHOMCL16305", "POD4", "Peroxidase 4 (Vitis vinifera)"], ["cdsTRINITY_DN113183_c1_g1_m25469", "ORTHOMCL11612", "HSP18", "18 kDa class II heat shock protein-like (Malus domestica)"], ["cdsTRINITY_DN105472_c0_g1_m18350", "ORTHOMCL5475", "HSP70", "Heat shock cognate 70 kDa protein 2-like (Cucumis melo)"], ["cdsTRINITY_DN94901_c0_g1_m31462", "ORTHOMCL18094", "PRP1", "Putative pathogenesis-related protein 1 (Vitis hybrid cultivar)"], ["cdsTRINITY_DN102906_c0_g1_m54008", "ORTHOMCL4000", "EP1-like", "Epidermis-specific secreted glycoprotein EP1-like (Solanum tuberosum)"], ["cdsTRINITY_DN111577_c2_g1_m15214", "ORTHOMCL10140", "Pru2A", "Putative allergen Pru du 201 A (Prunus dulcis x Prunus persica)"], ["cdsTRINITY_DN106744_c0_g1_m25289", "ORTHOMCL6285", "tNFTR", "Tyramine N-feruloyltransferase 4/11-like (Fragaria vesca subsp Vesca)"], ["cdsTRINITY_DN115453_c0_g1_m64076", "ORTHOMCL13846", "EUTSA", "Hypothetical protein EUTSA_v10008067mg (Eutrema salsugineum)"], ["cdsTRINITY_DN107522_c0_g1_m23602", "ORTHOMCL6831", "21 kDa", "21 kDa protein-like (Fragaria vesca subsp Vesca)"], ["cdsTRINITY_DN111222_c2_g1_m34930", "ORTHOMCL9814", "RPT1A", "Regulatory particle triple-A 1A (Theobroma cacao)"]], "row_count": 16, 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The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["SRP108804", "PXD018192"], "resolved_accessions": ["PXD018192"], "statements": ["The raw data are available in the national center for biotechnology information sequence read archive (www.ncbi.nlm.nih.gov/Trace/sra) under accession number SRP108804. The mass spectrometry proteomics data has been deposited to the ProteomeXchange Consortium via the PRIDE16 partner repository with the dataset identifier PXD018192."], "basis": "The paper names PXD018192 in national center for biotechnology information sequence read archive (www.ncbi.nlm.nih.gov/Trace/sra) and the accession resolves in the repository. 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The differences in expressions of", "y expressed genes between PS and SG based on qPCR experiments. Each bar data is the average of", "and proteomics analyses in PS line based on qPCR experiments. Each bar data is the average of", "e performed qRT-PCR analysis. Therefore, the qPCR results reflect no significant difference in"], "order_basis": "paper_text_order:13386", "id": "assay:1"}, {"role": "analysis", "definition_id": "principal_component_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["pca_fit"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.8, "evidence": ["principal component analysis"], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}