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Sessa L, Oberti H, Abreo E, Pedrini N. Beauveria bassiana transcriptomics reveal virulence-associated shifts during insect lipid assimilation. Appl Microbiol Biotechnol 2024; 108:23. [PMID: 38159119 DOI: 10.1007/s00253-023-12898-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 09/19/2023] [Accepted: 10/03/2023] [Indexed: 01/03/2024]
Abstract
Insect cuticular lipids, especially epicuticular hydrocarbons (CHC), have a significant role in insect ecology and interactions with other organisms, including fungi. The CHC composition of a specific insect species may influence the outcome of the interaction with a specific fungal strain. Some insects, such as Piezodorus guildinii, have low susceptibility towards fungal infections seemingly due to their CHC composition. The entomopathogenic fungus Beauveria bassiana can assimilate CHC and incorporate them as building blocks via cytochrome P450 monooxygenases (CYPs). However, little is known about other enzymes that promote the degradation/assimilation of these cuticular components. In this study, we performed a transcriptomic analysis to evaluate the in vitro response of two virulence-contrasting B. bassiana strains when grown on three different P. guildinii CHC sources. We found a different expression profile of virulence-related genes, as well as different GO and KEGG parameters enriched at 4 days post-inoculation, which could help account for the intrinsic virulence and for an alkane-priming virulence enhancement effect. The hypovirulent strain predominantly showed higher expression of cuticle penetration genes, including chitinases, proteases, and CYPs, with GO term categories of "heme binding," "monooxygenase activity," and "peroxisome" pathways enriched. The hypervirulent strain showed higher expression of cell wall remodeling and cell cycle genes, and cuticle adhesion and a distinct set of CYPs, with GO categories of "DNA-binding transcription factor activity" and KEGG pathways corresponding to "meiosis-yeast" and "cell cycle" enriched. These results suggest a delay and alternate routes in pathogenicity-related metabolism in the hypovirulent strain in comparison with the hypervirulent strain. KEY POINTS: •Transcriptomics of two B. bassiana strains grown in P. guildinii cuticular components •Virulence-related genes correlated with virulence enhancement towards P. guildinii •Differentially expressed genes, GOs and KEGGs showed different metabolic timelines associated with virulence.
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Affiliation(s)
- Lucia Sessa
- Laboratorio de Bioproducción, Plataforma de Bioinsumos. Instituto Nacional de Investigación Agropecuaria, estación experimental Wilson Ferreira Aldunate, Ruta 48, km, 10, Canelones, Uruguay
| | - Héctor Oberti
- Laboratorio de Bioproducción, Plataforma de Bioinsumos. Instituto Nacional de Investigación Agropecuaria, estación experimental Wilson Ferreira Aldunate, Ruta 48, km, 10, Canelones, Uruguay
| | - Eduardo Abreo
- Laboratorio de Bioproducción, Plataforma de Bioinsumos. Instituto Nacional de Investigación Agropecuaria, estación experimental Wilson Ferreira Aldunate, Ruta 48, km, 10, Canelones, Uruguay.
| | - Nicolas Pedrini
- Instituto de Investigaciones Bioquímicas de La Plata (INIBIOLP), CCT La Plata Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)-Universidad Nacional de La Plata (UNLP), calles 60 y 120, 1900, La Plata, Argentina.
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Lan Y, Tao W, Ma L, Wang X, Li H, Du Y, Yang R, Wu S, Ou Y, Liu X, Huang Y, Zhou Y. The RNA sequencing results revealed the expression of different genes and signaling pathways during chemotherapy resistance in peripheral T-cell lymphoma. BMC Med Genomics 2024; 17:74. [PMID: 38468267 DOI: 10.1186/s12920-024-01842-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Accepted: 02/29/2024] [Indexed: 03/13/2024] Open
Abstract
BACKGROUND Peripheral T-cell lymphoma (PTCL) is a subtype of non-Hodgkin's lymphoma that occurs primarily at extranodal sites and is commonly treated using chemotherapy and radiotherapy. PTCL is more malignant than other lymphoid tumors, resulting in a poor prognosis.The 5-year recurrence rate remains high, and there is a lack of standard treatment for patients with relapse-resistant disease. However, the molecular mechanisms underlying the resistance of peripheral T-cell lymphoma cells to chemotherapeutic drugs, as well as identifying strategies to overcome drug resistance remains unclear. In this study, we aimed to identify pivotal genes and signaling pathways associated with chemotherapy resistance in PTCL. METHODS In this study, a total of 5 healthy controls and 7 clinical patients were enrolled; 4 patients were classified as chemotherapy sensitive, and 3 patients were classified as chemotherapy resistant. Peripheral blood samples were collected from each participant, and total RNA was extracted from the white blood cells. RNA sequencing was conducted on the Illumina HiSeq platform to obtain comprehensive gene expression profiles. Subsequently, the expression patterns of the DEGs associated with the most enriched signaling pathways, with a special focus on cancer-related genes, were validated using quantitative real-time polymerase chain reaction (qRT-PCR) in peripheral TCL patients. RESULTS RNA sequencing (RNA-seq) analysis revealed 4063 differentially expressed genes (DEGs) in peripheral T-cell lymphoma specimens from patients with chemotherapy resistance, of which 1128 were upregulated and 2935 were downregulated. Subsequent quantitative gene expression analysis confirmed a differential expression pattern in all the libraries, with 9 downregulated genes and 10 upregulated genes validated through quantitative real-time PCR in 6 clinical specimens from patients with chemotherapy resistance. KEGG pathway analysis revealed significant alterations in several pathways, with 6 downregulated pathways and 9 upregulated pathways enriched in the DEGs. Notably, the TNF signaling pathway, which is extensively regulated, was among the pathways that exhibited significant changes. These findings suggest that DEGs and the TNF signaling pathway may play crucial roles in chemotherapy resistance in peripheral T-cell lymphoma. CONCLUSION Our study revealed that the expression of specific genes, including TNFRSF1B, TRADD2, and MAP3K7, may play an important role in chemotherapy resistance in peripheral T-cell lymphoma. Moreover, we identified the downregulation of the TNF signaling pathway, a crucial pathway involved in cell survival, death, and differentiation, as a potential contributor to the development of chemotherapy resistance in peripheral T-cell lymphoma. These findings provide valuable insights into the molecular mechanisms underlying chemotherapy resistance and highlight potential targets for overcoming treatment resistance in this challenging disease.
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Affiliation(s)
- Yunyi Lan
- Molecular Diagnostic Center, The Third Affiliated Hospital of Kunming Medical University, Kunming, China.
- International Joint Laboratory On High Altitude Regional Cancer, Kunming, China.
- Yunnan Key Laboratory of Lung Cancer Research, Kunming, China.
| | - Wei Tao
- Department of Hematology, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Luyao Ma
- Molecular Diagnostic Center, The Third Affiliated Hospital of Kunming Medical University, Kunming, China
- International Joint Laboratory On High Altitude Regional Cancer, Kunming, China
- Yunnan Key Laboratory of Lung Cancer Research, Kunming, China
| | - Xiaoxiong Wang
- Molecular Diagnostic Center, The Third Affiliated Hospital of Kunming Medical University, Kunming, China
- International Joint Laboratory On High Altitude Regional Cancer, Kunming, China
- Yunnan Key Laboratory of Lung Cancer Research, Kunming, China
| | - Hongsheng Li
- Molecular Diagnostic Center, The Third Affiliated Hospital of Kunming Medical University, Kunming, China
- International Joint Laboratory On High Altitude Regional Cancer, Kunming, China
- Yunnan Key Laboratory of Lung Cancer Research, Kunming, China
| | - Yaxi Du
- Molecular Diagnostic Center, The Third Affiliated Hospital of Kunming Medical University, Kunming, China
- International Joint Laboratory On High Altitude Regional Cancer, Kunming, China
- Yunnan Key Laboratory of Lung Cancer Research, Kunming, China
| | - Ruijiao Yang
- Molecular Diagnostic Center, The Third Affiliated Hospital of Kunming Medical University, Kunming, China
- International Joint Laboratory On High Altitude Regional Cancer, Kunming, China
- Yunnan Key Laboratory of Lung Cancer Research, Kunming, China
| | - Shunxian Wu
- Molecular Diagnostic Center, The Third Affiliated Hospital of Kunming Medical University, Kunming, China
- International Joint Laboratory On High Altitude Regional Cancer, Kunming, China
- Yunnan Key Laboratory of Lung Cancer Research, Kunming, China
| | - Yingxin Ou
- Molecular Diagnostic Center, The Third Affiliated Hospital of Kunming Medical University, Kunming, China
- International Joint Laboratory On High Altitude Regional Cancer, Kunming, China
- Yunnan Key Laboratory of Lung Cancer Research, Kunming, China
| | - Xin Liu
- Molecular Diagnostic Center, The Third Affiliated Hospital of Kunming Medical University, Kunming, China
- International Joint Laboratory On High Altitude Regional Cancer, Kunming, China
- Yunnan Key Laboratory of Lung Cancer Research, Kunming, China
| | - Yunchao Huang
- International Joint Laboratory On High Altitude Regional Cancer, Kunming, China
- Yunnan Key Laboratory of Lung Cancer Research, Kunming, China
| | - Yongchun Zhou
- Molecular Diagnostic Center, The Third Affiliated Hospital of Kunming Medical University, Kunming, China
- International Joint Laboratory On High Altitude Regional Cancer, Kunming, China
- Yunnan Key Laboratory of Lung Cancer Research, Kunming, China
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Wang H, Jia Y, Bai X, Gong W, Liu G, Wang H, Xin J, Wu Y, Zheng H, Liu H, Wang J, Zou D, Zhao H. Whole-Transcriptome Profiling and Functional Prediction of Long Non-Coding RNAs Associated with Cold Tolerance in Japonica Rice Varieties. Int J Mol Sci 2024; 25:2310. [PMID: 38396991 PMCID: PMC10889138 DOI: 10.3390/ijms25042310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 02/07/2024] [Accepted: 02/10/2024] [Indexed: 02/25/2024] Open
Abstract
Low-temperature chilling is a major abiotic stress leading to reduced rice yield and is a significant environmental threat to food security. Low-temperature chilling studies have focused on physiological changes or coding genes. However, the competitive endogenous RNA mechanism in rice at low temperatures has not been reported. Therefore, in this study, antioxidant physiological indices were combined with whole-transcriptome data through weighted correlation network analysis, which found that the gene modules had the highest correlation with the key antioxidant enzymes superoxide dismutase and peroxidase. The hub genes of the superoxide dismutase-related module included the UDP-glucosyltransferase family protein, sesquiterpene synthase and indole-3-glycerophosphatase gene. The hub genes of the peroxidase-related module included the WRKY transcription factor, abscisic acid signal transduction pathway-related gene plasma membrane hydrogen-ATPase and receptor-like kinase. Therefore, we selected the modular hub genes and significantly enriched the metabolic pathway genes to construct the key competitive endogenous RNA networks, resulting in three competitive endogenous RNA networks of seven long non-coding RNAs regulating three co-expressed messenger RNAs via four microRNAs. Finally, the negative regulatory function of the WRKY transcription factor OsWRKY61 was determined via subcellular localization and validation of the physiological indices in the mutant.
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Affiliation(s)
| | - Yan Jia
- Correspondence: (Y.J.); (H.Z.)
| | | | | | | | | | | | | | | | | | | | | | - Hongwei Zhao
- Key Laboratory of Germplasm Enhancement and Physiology & Ecology of Food Crop in Cold Region, Ministry of Education/College of Agriculture, Northeast Agricultural University, Harbin 150030, China; (H.W.); (X.B.); (W.G.); (G.L.); (H.W.); (J.X.); (Y.W.); (H.Z.); (H.L.); (J.W.); (D.Z.)
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Song M, Wang L, Zhang Y, Wang Q, Han X, Yang Q, Zhang J, Tong Z. Temporospatial pattern of flavonoid metabolites and potential regulatory pathway of PbMYB211-coordinated kaempferol-3-O-rhamnoside biosynthesis in Phoebe bournei. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 202:107913. [PMID: 37536219 DOI: 10.1016/j.plaphy.2023.107913] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 06/05/2023] [Accepted: 07/24/2023] [Indexed: 08/05/2023]
Abstract
Phoebe is a well-known timber tree species that contains abundant metabolites characterized by flavonoids that are widely used in the pharmaceutical industry. Nevertheless, temporospatial flavonoid metabolism variations substantially impact the Phoebe industry. Thus, a metabolomics analysis was carried out and identified 465 metabolites (102 flavonoids) in P. bournei, revealing distinct distribution patterns among five studied organs, and most of the flavonoids were dominant in the leaves. Furthermore, three kaempferol glycoside derivatives were significantly accumulated in the leaves and showed higher contents in young leaves than in mature leaves and differences between spring and autumn. For instance, greater accumulation of kaempferol-7-O-rhamnoside was detected in spring, whereas higher contents of kaempferol-3-O-arabinofuranoside and kaempferol-3-O-rhamnoside were found in autumn. Integrated metabolomics and transcriptomics identified 20 transcription factors (TFs) and 12 structural genes that participate in kaempferol derivative synthesis and elucidated a potential regulatory mechanism in P. bournei. Of the identified genes, PbMYB211 might contribute significantly to the kaempferol-3-O-rhamnoside content by regulating the target structural gene PbUGT139, as revealed by transient overexpression analysis. Overall, this study illuminated the temporospatial accumulation of flavonoids among different organs, seasons, and developmental stages in P. bournei and elucidated a potential regulatory pathway of kaempferol-3-O-rhamnoside. The results provide important insights into harvest techniques and a theoretical basis for the comprehensive utilization of P. bournei.
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Affiliation(s)
- Minyan Song
- State Key Laboratory of Subtropical Silviculture, School of Forestry & Biotechnology, Zhejiang A&F University, Lin'an, Hangzhou, 311300, Zhejiang, PR China
| | - Li Wang
- State Key Laboratory of Subtropical Silviculture, School of Forestry & Biotechnology, Zhejiang A&F University, Lin'an, Hangzhou, 311300, Zhejiang, PR China
| | - Yuting Zhang
- State Key Laboratory of Subtropical Silviculture, School of Forestry & Biotechnology, Zhejiang A&F University, Lin'an, Hangzhou, 311300, Zhejiang, PR China
| | - Qiguang Wang
- State Key Laboratory of Subtropical Silviculture, School of Forestry & Biotechnology, Zhejiang A&F University, Lin'an, Hangzhou, 311300, Zhejiang, PR China
| | - Xiao Han
- State Key Laboratory of Subtropical Silviculture, School of Forestry & Biotechnology, Zhejiang A&F University, Lin'an, Hangzhou, 311300, Zhejiang, PR China
| | - Qi Yang
- State Key Laboratory of Subtropical Silviculture, School of Forestry & Biotechnology, Zhejiang A&F University, Lin'an, Hangzhou, 311300, Zhejiang, PR China
| | - Junhong Zhang
- State Key Laboratory of Subtropical Silviculture, School of Forestry & Biotechnology, Zhejiang A&F University, Lin'an, Hangzhou, 311300, Zhejiang, PR China.
| | - Zaikang Tong
- State Key Laboratory of Subtropical Silviculture, School of Forestry & Biotechnology, Zhejiang A&F University, Lin'an, Hangzhou, 311300, Zhejiang, PR China.
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So LH, Jirakkakul J, Salaipeth L, Toopaang W, Amnuaykanjanasin A. TOR Signaling Tightly Regulated Vegetative Growth, Conidiation, Oxidative Stress Tolerance and Entomopathogenicity in the Fungus Beauveria bassiana. Microorganisms 2023; 11:2129. [PMID: 37763973 PMCID: PMC10537155 DOI: 10.3390/microorganisms11092129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 08/11/2023] [Accepted: 08/15/2023] [Indexed: 09/29/2023] Open
Abstract
Beauveria bassiana degenerates after repeated subcultures, demonstrating declined conidiation and insect virulence. The target of rapamycin (TOR) kinase conserved among eukaryotes is the master regulator of cellular physiology and is likely involved in culture degeneration. Indeed, the levels of TOR-associated proteins increase over successive subcultures. Here, CRISPR/Cas9 locus engineering introduced the inducible Tet-On promoter upstream of the TOR kinase 2 gene tor2 in B. bassiana. The mutant PTet-Ontor2 'T41' was verified for the Tet-On integration via PCR analyses and provided a model for evaluating the fungal phenotypes according to the tor2 expression levels, induced by doxycycline (Dox) concentrations. At 0 µg·mL-1 of Dox, T41 had 68% of the wild type's (WT) tor2 expression level, hampered radial growth and relatively lower levels of oxidative stress tolerance, conidiation and virulence against Spodoptera exigua, compared to those under the presence of Dox. A low dose of Dox at 0.1-1 µg·mL-1 induced tor2 upregulation in T41 by up to 91% compared to 0 µg·mL-1 of Dox, resulting in significant increases in radial growth by 8-10% and conidiation by 8-27%. At 20 µg·mL-1 of Dox, which is 132% higher than T41's tor2 expression level at 0 µg·mL-1 of Dox, T41 showed an increased oxidative stress tolerance and a decrease in growth inhibition under iron replete by 62%, but its conidiation significantly dropped by 47% compared to 0 µg·mL-1 of Dox. T41 at 20 µg·mL-1 of Dox had a strikingly increased virulence (1.2 day lower LT50) against S. exigua. The results reflect the crucial roles of TOR kinase in the vegetative growth, conidiation, pathogenicity and oxidative stress tolerance in B. bassiana. Since TOR upregulation is correlated with culture degeneration in multiple subcultures, our data suggest that TOR signaling at relatively low levels plays an important role in growth and development, but at moderate to high levels could contribute to some degenerated phenotypes, e.g., those found in successive subcultures.
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Affiliation(s)
- Lai-Hong So
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), 113 Thailand Science Park, Paholyothin Rd., Tambon Khlong Nueng, Amphoe Khlong Luang, Pathum Thani 12120, Thailand (W.T.)
- School of Bioresources and Technology, King Mongkut’s University of Technology Thonburi, Bangkok 10140, Thailand; (J.J.); (L.S.)
| | - Jiraporn Jirakkakul
- School of Bioresources and Technology, King Mongkut’s University of Technology Thonburi, Bangkok 10140, Thailand; (J.J.); (L.S.)
| | - Lakha Salaipeth
- School of Bioresources and Technology, King Mongkut’s University of Technology Thonburi, Bangkok 10140, Thailand; (J.J.); (L.S.)
| | - Wachiraporn Toopaang
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), 113 Thailand Science Park, Paholyothin Rd., Tambon Khlong Nueng, Amphoe Khlong Luang, Pathum Thani 12120, Thailand (W.T.)
| | - Alongkorn Amnuaykanjanasin
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), 113 Thailand Science Park, Paholyothin Rd., Tambon Khlong Nueng, Amphoe Khlong Luang, Pathum Thani 12120, Thailand (W.T.)
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Zhang J, Luo Y, Feng S, Sun W, Li S, Kong L. Effects of liposoluble components of highland barley spent grains on physiological indexes, intestinal microorganisms, and the liver transcriptome in mice fed a high-fat diet. Food Sci Nutr 2023; 11:3096-3110. [PMID: 37324893 PMCID: PMC10261781 DOI: 10.1002/fsn3.3291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 02/07/2023] [Accepted: 02/14/2023] [Indexed: 06/17/2023] Open
Abstract
The purpose of this study was to investigate the effects of the active ingredients of barley lees on the physiological indexes, intestinal flora, and liver transcriptome of mice fed a high-fat diet. Twenty-four male C57BL/6J mice were randomly divided into 4 groups and fed the experimental diets for 5 weeks. The results showed that the fat-soluble components of distillers' grains significantly reduced body weight, abdominal fat, perirenal fat, blood glucose, low-density lipoprotein cholesterol, triglycerides, and total cholesterol in the high-fat diet-fed mice (p < .05), significantly decreased alanine aminotransferase and malondialdehyde levels, and significantly increased total superoxide dismutase, catalase, reduced glutathione and glutathione peroxidase levels (p < .05). At the phylum level, lipid-soluble components significantly increased the abundance of Bacteroidetes and decreased the Firmicutes/Bacteroidetes ratio. At the genus level, the relative abundances of Bacteroidetes and Clostridium were increased. Transcriptomic analysis showed that lipid-soluble components of spent grains reduced the mRNA expression of ANGPTL8, CD36, PLTP, and SOAT1 and increased the mRNA expression of CYP7A1 and ABCA1 in the cholesterol metabolism pathway, promoted the transport of cholesterol, and inhibited the absorption of cholesterol, which can decrease cholesterol levels by speeding up the conversion of cholesterol into bile acids.
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Affiliation(s)
- Jiali Zhang
- College of Agriculture and Animal HusbandryQinghai UniversityQinghaiChina
| | - Yihao Luo
- College of Agriculture and Animal HusbandryQinghai UniversityQinghaiChina
| | - Shengbao Feng
- Qinghai Huzhu TianYouDe Highland Barley Spirit Co., Ltd.QinghaiChina
| | - Wancheng Sun
- College of Agriculture and Animal HusbandryQinghai UniversityQinghaiChina
| | - Shanwen Li
- Qinghai Huzhu TianYouDe Highland Barley Spirit Co., Ltd.QinghaiChina
| | - Lingwu Kong
- Qinghai Huzhu TianYouDe Highland Barley Spirit Co., Ltd.QinghaiChina
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Lv F, Yang Y, Sun P, Zhang Y, Liu P, Fan X, Xu Y, Wei J. Comparative transcriptome analysis reveals different defence responses during the early stage of wounding stress in Chi-Nan germplasm and ordinary Aquilaria sinensis. BMC PLANT BIOLOGY 2022; 22:464. [PMID: 36171555 PMCID: PMC9520901 DOI: 10.1186/s12870-022-03821-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 08/30/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Agarwood is a valuable Chinese medicinal herb and spice that is produced from wounded Aquilaria spp., is widely used in Southeast Asia and is highly traded on the market. The lack of highly responsive Aquilaria lines has seriously restricted agarwood yield and the development of its industry. In this article, a comparative transcriptome analysis was carried out between ordinary A. sinensis and Chi-Nan germplasm, which is a kind of A. sinensis tree with high agarwood-producing capacity in response to wounding stress, to elucidate the molecular mechanism underlying wounding stress in different A. sinensis germplasm resources and to help identify and breed high agarwood-producing strains. RESULTS A total of 2427 and 1153 differentially expressed genes (DEGs) were detected in wounded ordinary A. sinensis and Chi-Nan germplasm compared with the control groups, respectively. KEGG enrichment analysis revealed that genes participating in starch metabolism, secondary metabolism and plant hormone signal transduction might play major roles in the early regulation of wound stress. 86 DEGs related to oxygen metabolism, JA pathway and sesquiterpene biosynthesis were identified. The majority of the expression of these genes was differentially induced between two germplasm resources under wounding stress. 13 candidate genes related to defence and sesquiterpene biosynthesis were obtained by WGCNA. Furthermore, the expression pattern of genes were verified by qRT-PCR. The candidate genes expression levels were higher in Chi-Nan germplasm than that in ordinary A. sinensis during early stage of wounding stress, which may play important roles in regulating high agarwood-producing capacity in Chi-Nan germplasm. CONCLUSIONS Compared with A. sinensis, Chi-Nan germplasm invoked different biological processes in response to wounding stress. The genes related to defence signals and sesquiterepene biosynthesis pathway were induced to expression differentially between two germplasm resources. A total of 13 candidate genes were identified, which may correlate with high agarwood-producting capacity in Chi-Nan germplasm during the early stage of wounding stress. These genes will contribute to the development of functional molecular markers and the rapid breeding highly of responsive Aquilaria lines.
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Affiliation(s)
- Feifei Lv
- Hainan Provincial Key Laboratory of Resources Conservation and Development of Southern Medicine & Key Laboratory of State Administration of Traditional Chinese Medicine for Agarwood Sustainable Utilization, Hainan Branch of the Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Haikou, 570311, China
- Key Laboratory of Bioactive Substances and Resources Utilization of Chinese Herbal Medicine, Ministry of Education & National Engineering Laboratory for Breeding of Endangered Medicinal Materials, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100193, China
| | - Yun Yang
- Hainan Provincial Key Laboratory of Resources Conservation and Development of Southern Medicine & Key Laboratory of State Administration of Traditional Chinese Medicine for Agarwood Sustainable Utilization, Hainan Branch of the Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Haikou, 570311, China
- Key Laboratory of Bioactive Substances and Resources Utilization of Chinese Herbal Medicine, Ministry of Education & National Engineering Laboratory for Breeding of Endangered Medicinal Materials, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100193, China
| | - Peiwen Sun
- Key Laboratory of Bioactive Substances and Resources Utilization of Chinese Herbal Medicine, Ministry of Education & National Engineering Laboratory for Breeding of Endangered Medicinal Materials, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100193, China
| | - Yan Zhang
- Key Laboratory of Bioactive Substances and Resources Utilization of Chinese Herbal Medicine, Ministry of Education & National Engineering Laboratory for Breeding of Endangered Medicinal Materials, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100193, China
| | - Peiwei Liu
- Hainan Provincial Key Laboratory of Resources Conservation and Development of Southern Medicine & Key Laboratory of State Administration of Traditional Chinese Medicine for Agarwood Sustainable Utilization, Hainan Branch of the Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Haikou, 570311, China
- Key Laboratory of Bioactive Substances and Resources Utilization of Chinese Herbal Medicine, Ministry of Education & National Engineering Laboratory for Breeding of Endangered Medicinal Materials, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100193, China
| | - Xiaohong Fan
- Hainan Provincial Key Laboratory of Resources Conservation and Development of Southern Medicine & Key Laboratory of State Administration of Traditional Chinese Medicine for Agarwood Sustainable Utilization, Hainan Branch of the Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Haikou, 570311, China
- Key Laboratory of Bioactive Substances and Resources Utilization of Chinese Herbal Medicine, Ministry of Education & National Engineering Laboratory for Breeding of Endangered Medicinal Materials, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100193, China
| | - Yanhong Xu
- Key Laboratory of Bioactive Substances and Resources Utilization of Chinese Herbal Medicine, Ministry of Education & National Engineering Laboratory for Breeding of Endangered Medicinal Materials, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100193, China.
| | - Jianhe Wei
- Hainan Provincial Key Laboratory of Resources Conservation and Development of Southern Medicine & Key Laboratory of State Administration of Traditional Chinese Medicine for Agarwood Sustainable Utilization, Hainan Branch of the Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Haikou, 570311, China.
- Key Laboratory of Bioactive Substances and Resources Utilization of Chinese Herbal Medicine, Ministry of Education & National Engineering Laboratory for Breeding of Endangered Medicinal Materials, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100193, China.
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Stuart AKDC, Furuie JL, Cataldi TR, Stuart RM, Zawadneak MAC, Labate CA, Pimentel IC. Fungal consortium of two Beauveria bassiana strains increases their virulence, growth, and resistance to stress: A metabolomic approach. PLoS One 2022; 17:e0271460. [PMID: 35834517 PMCID: PMC9282594 DOI: 10.1371/journal.pone.0271460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 06/28/2022] [Indexed: 11/18/2022] Open
Abstract
The use of two or more microorganisms in a microbial consortium has been increasingly applied in the biological control of diseases and pests. Beauveria bassiana is one of the most widely studied fungal species in biological control, yet little is known about its role in fungal consortiums. In a previous study, our group found that a consortium formed by two strains of B. bassiana had significantly greater biocontrol potential against the polyphagous caterpillars Duponchelia fovealis (Lepidoptera: Crambidae) than either strain on its own. In this study, we use GC-MS and LC-MS/MS to evaluate and discuss the metabolomics of the consortium. A total of 21 consortium biomarkers were identified, corresponding to 14 detected by LC-MS/MS and seven by GC-MS. Antioxidant and anti-inflammatory mechanisms are the main properties of the metabolites produced by the consortium. These metabolites can depress the insect’s immune system, increasing its vulnerability and, hence, the fungal virulence of the consortium. In light of these results, we propose an action model of insect mortality due to the metabolites secreted by the consortium. The model includes the inhibition of defense mechanisms such as pro-inflammatory interleukin secretion, cell migration, cell aggregation, Dif, Dorsal and Relish gene transcription, and JAK/STAT and JNK signaling pathways. It also promotes the cleaning of oxidative molecules, like ROS, NOS, and H2O2, and the induction of virulence factors.
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Affiliation(s)
- Andressa Katiski da Costa Stuart
- Departamento de Patologia Básica, Setor de Ciências Biológicas, Laboratório de Microbiologia e Biologia Molecular (LabMicro), Universidade Federal do Paraná, Curitiba, Paraná, Brazil
- * E-mail:
| | - Jason Lee Furuie
- Departamento de Patologia Básica, Setor de Ciências Biológicas, Laboratório de Microbiologia e Biologia Molecular (LabMicro), Universidade Federal do Paraná, Curitiba, Paraná, Brazil
| | - Thais Regiani Cataldi
- Departamento de Genética, Laboratório de Genética de Plantas Max Feffer, Escola Superior de Agronomia Luiz de Queiroz – Esalq/USP, Piracicaba, São Paulo, Brazil
| | - Rodrigo Makowiecky Stuart
- Departamento de Patologia Básica, Setor de Ciências Biológicas, Laboratório de Microbiologia e Biologia Molecular (LabMicro), Universidade Federal do Paraná, Curitiba, Paraná, Brazil
| | - Maria Aparecida Cassilha Zawadneak
- Departamento de Patologia Básica, Setor de Ciências Biológicas, Laboratório de Microbiologia e Biologia Molecular (LabMicro), Universidade Federal do Paraná, Curitiba, Paraná, Brazil
- Departamento de Fitotecnia e Fitossanitaríssimo, Programa de Pós-graduação em Agronomia Produção Vegetal, Universidade Federal do Paraná, Curitiba, Paraná, Brazil
| | - Carlos Alberto Labate
- Departamento de Genética, Laboratório de Genética de Plantas Max Feffer, Escola Superior de Agronomia Luiz de Queiroz – Esalq/USP, Piracicaba, São Paulo, Brazil
| | - Ida Chapaval Pimentel
- Departamento de Patologia Básica, Setor de Ciências Biológicas, Laboratório de Microbiologia e Biologia Molecular (LabMicro), Universidade Federal do Paraná, Curitiba, Paraná, Brazil
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9
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Zheng Z, Liu H, Shi Y, Liu Z, Teng H, Deng S, Wei L, Wang Y, Zhang F. Comparative transcriptome analysis reveals the resistance regulation mechanism and fungicidal activity of the fungicide phenamacril in Fusarium oxysporum. Sci Rep 2022; 12:11081. [PMID: 35773469 PMCID: PMC9247061 DOI: 10.1038/s41598-022-15188-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 06/20/2022] [Indexed: 12/21/2022] Open
Abstract
Fusarium oxysporum (Fo) is an important species complex of soil-borne pathogenic fungi that cause vascular wilt diseases of agricultural crops and some opportunistic diseases of humans. The fungicide phenamacril has been extensively reported to have antifungal activity against Fusarium graminearum and Fusarium fujikuroi. In this study, we found that the amino acid substitutions (V151A and S418T) in Type I myosin FoMyo5 cause natural low resistance to phenamacril in the plant pathogenic Fo isolates. Therefore, we compared the transcriptomes of two phenamacril-resistant Fo isolates FoII5, Fo1st and one phenamacril-sensitive isolate Fo3_a after 1 μg/mL phenamacril treatment. Among the 2728 differentially expressed genes (DEGs), 14 DEGs involved in oxidation–reduction processes and MFS transporters, were significantly up-regulated in phenamacril-resistant isolates. On the other hand, 14 DEGs involved in ATP-dependent RNA helicase and ribosomal biogenesis related proteins, showed significantly down-regulated expression in both phenamacril-resistant and -sensitive isolates. These results indicated that phenamacril not only seriously affected the cytoskeletal protein binding and ATPase activity of sensitive isolate, but also suppressed ribosome biogenesis in all the isolates. Hence, this study helps us better understand resistance regulation mechanism and fungicidal activity of phenamacril and provide reference for the development of new fungicides to control Fo.
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Affiliation(s)
- Zhitian Zheng
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huai'an, 223003, People's Republic of China.
| | - Huaqi Liu
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huai'an, 223003, People's Republic of China
| | - Yunyong Shi
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huai'an, 223003, People's Republic of China
| | - Zao Liu
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huai'an, 223003, People's Republic of China
| | - Hui Teng
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huai'an, 223003, People's Republic of China
| | - Sheng Deng
- Institute of Plant Protection, Key Lab of Food Quality and Safety of Jiangsu Province-State, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, People's Republic of China.
| | - Lihui Wei
- Institute of Plant Protection, Key Lab of Food Quality and Safety of Jiangsu Province-State, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, People's Republic of China
| | - Yunpeng Wang
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huai'an, 223003, People's Republic of China.
| | - Feng Zhang
- Key Laboratory of Pesticide, College of Plant Protection, Nanjing Agricultural University, Nanjing, 210095, People's Republic of China
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10
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Dong F, Wang Y, Tang M. Study on the molecular mechanism of Laccaria bicolor helping Populus trichocarpa to resist the infection of Botryosphaeria dothidea. J Appl Microbiol 2021; 132:2220-2233. [PMID: 34779092 DOI: 10.1111/jam.15359] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 10/25/2021] [Accepted: 11/04/2021] [Indexed: 11/30/2022]
Abstract
AIMS This study explored the specific molecular mechanism of Laccaria bicolor to help Populus trichocarpa resist infection by Botryosphaeria dothidea. METHODS AND RESULTS Transcriptome technology was used to sequence P. trichocarpa under disease stress, and a total of 6379 differentially expressed genes (DEGs) were identified. A total of 536 new DEGs were induced by L. bicolor during the infection of B. dothidea. L. bicolor helps to prevent and alleviate the infection of B. dothidea by regulating related genes in the cell wall pathway, signal transduction pathway, disease-resistant protein synthesis pathway and antioxidant enzyme synthesis pathway of P. trichocarpa. CONCLUSION The inoculation of L. bicolor can regulate the expression of genes in the cell wall pathway and enhance the physical defense capabilities of plants. Under disease stress conditions, L. bicolor can regulate signal transduction pathways, disease-resistant related pathways and reactive oxygen species (ROS) clearance pathways to help P. trichocarpa alleviate the disease. SIGNIFICANCE AND IMPACT OF THE STUDY The research reveals the mechanism of L. bicolor inducing resistance to canker of P. trichocarpa from the molecular level and provides a theoretical basis for the practical application of mycorrhizal fungi to improve plant disease resistance.
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Affiliation(s)
- Fengxin Dong
- College of Forestry, Northwest A&F University, Yangling, Shaanxi, China
| | - Yihan Wang
- College of Forestry, Northwest A&F University, Yangling, Shaanxi, China
| | - Ming Tang
- College of Forestry, Northwest A&F University, Yangling, Shaanxi, China.,Laboratory of Conservation and Utilization of Subtropical Agro-bioresources, Guangdong Laboratory for Lingnan Modern Agriculture, Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, Guangdong, China
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11
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Xie D, Cai X, Yang C, Xie L, Qin G, Zhang M, Huang Y, Gong G, Chang X, Chen H. Studies on the control effect of Bacillus subtilis on wheat powdery mildew. PEST MANAGEMENT SCIENCE 2021; 77:4375-4382. [PMID: 33966348 DOI: 10.1002/ps.6471] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 04/06/2021] [Accepted: 05/09/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND Wheat powdery mildew is a worldwide fungal disease and one of the main diseases harming wheat production. Bacillus subtilis is a vital biocontrol bacteria with broad-spectrum antimicrobial activity. In this study, we systematically studied the control effect of B. subtilis on wheat powdery mildew. RESULTS The control efficiency of 4 × 105 CFU ml-1 B. subtilis on wheat leaves was 71.75% in vitro and 70.31% in a pot experiment. Application of 4 × 105 CFU ml-1 B. subtilis significantly inhibited spore germination (spore germination rate of 22.23%) and increased appressorium deformity (appressorium deformity rate of 69.33%). This was significantly different from the results in the sterile water treatment. Through transcriptome sequencing analysis, we found that differentially expressed genes were mainly enriched in the biosynthesis and metabolism of amino acids (including phenylalanine), carbon metabolism, the pentose phosphate pathway and other pathways. In particular, the plant hormone signal pathway gene nonexpressor of pathogenesis-related genes 1 (NPR1) was significantly upregulated. CONCLUSION B. subtilis at concentrations of 4 × 105 CFU ml-1 had a significant control effect on wheat powdery mildew and can inhibit germination of the conidial germ tubes and the normal development of appressorium. B. subtilis may induce disease resistance in wheat to control wheat powdery mildew, and this effect is related to the salicylic acid-dependent signal pathway. © 2021 Society of Chemical Industry.
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Affiliation(s)
- Deshan Xie
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
- Chengdu TePu Biotech Co., Ltd, Chengdu, China
| | - Xuewei Cai
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Chunping Yang
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Linjun Xie
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Guangwei Qin
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Min Zhang
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Yong Huang
- Chengdu TePu Biotech Co., Ltd, Chengdu, China
| | - Guoshu Gong
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Xiaoli Chang
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Huabao Chen
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
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12
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Zhang LB, Qiu TT, Guan Y, Huang ZH, Ye XY. Analyses of transcriptomics and metabolomics reveal pathway of vacuolar Sur7 contributed to biocontrol potential of entomopathogenic Beauveria bassiana. J Invertebr Pathol 2021; 181:107564. [PMID: 33689762 DOI: 10.1016/j.jip.2021.107564] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 02/23/2021] [Accepted: 02/26/2021] [Indexed: 01/21/2023]
Abstract
Beauveria bassiana is a critical entomopathogenic fungus for pest biocontrol, whose efficiency depends on fungal development and stress resistance. Unlike its revealed location in plasma membrane patches in other organisms, B. bassiana Sur7 specifically localized in vacuoles. This vacuolar Sur7 was previously demonstrated to affect stress tolerance, hyphal development and virulence. There, however, remain more mechanistic details to be explored. In this study, transcriptomics and metabolomics were applied to investigate the mechanism of vacuolar Sur7. Analyses of transcriptomics and metabolomics displayed many differentially expressed genes and abundant metabolites in response to Sur7 loss, respectively. Together with genes associated with vacuolar biofunction (including transportation and hydrolysis), the altered metabolites contributed to cell wall construction and stress resistance. Particularly, an N-acetylglucosamine-associated Brg1/Nrg1 pathway was enriched and partially affected by Sur7. Absence of Sur7 changed the expression level of Brg1/Nrg1 pathway-related transcript factors, which interfered with downstream phenotype of sporulation. In addition, Sur7 was involved in the accumulation of sphingoid bases, which may affect sphingolipid-related signaling pathway. Although experimental evidence is further required, our studies provide a preliminary framework for future exploring the regulatory mechanism of Sur7, and give a new version of metabolic agency connecting Sur7 and downstream signaling pathway.
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Affiliation(s)
- Long-Bin Zhang
- Fujian Key Laboratory of Marine Enzyme Engineering, College of Biological Science and Engineering, Fuzhou University, Fuzhou, Fujian 350116, China.
| | - Ting-Ting Qiu
- Fujian Key Laboratory of Marine Enzyme Engineering, College of Biological Science and Engineering, Fuzhou University, Fuzhou, Fujian 350116, China
| | - Yi Guan
- Fujian Key Laboratory of Marine Enzyme Engineering, College of Biological Science and Engineering, Fuzhou University, Fuzhou, Fujian 350116, China
| | - Zhi-Hong Huang
- Chemical Engineering Institution, Huaqiao University, Xiamen, Fujian 361021, China
| | - Xiu-Yun Ye
- Fujian Key Laboratory of Marine Enzyme Engineering, College of Biological Science and Engineering, Fuzhou University, Fuzhou, Fujian 350116, China
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13
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Zhao X, Luo T, Huang S, Peng N, Yin Y, Luo Z, Zhang Y. A novel transcription factor negatively regulates antioxidant response, cell wall integrity and virulence in the fungal insect pathogen, Beauveria bassiana. Environ Microbiol 2021; 23:4908-4924. [PMID: 33432709 DOI: 10.1111/1462-2920.15397] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 01/07/2021] [Accepted: 01/08/2021] [Indexed: 01/01/2023]
Abstract
Genomic data have identified a class of fungal specific transcription factors (FsTFs) that are thought to regulate unique aspects of fungal gene expression, although the functions of many of these proteins remain unknown. Here, a novel FsTF (BbStf1), which features a leucine zipper dimerization domain and a fungal transcription factor regulatory middle homology region, was characterized in Beauveria bassiana, a filamentous insect fungal pathogen. Transcriptional activation and nuclear localization were experimentally confirmed for BbStf1. Disruption of Bbstf1 resulted in increased tolerance to oxidative stress and cell wall perturbation, accompanied by increased peroxidase (POD) and superoxide dismutase (SOD) activities and ratio of reduced/oxidized glutathione (GSH/GSSG), and by thickened cell wall and altered composition. Gene expression profile analysis revealed that transcription patterns of antioxidant enzyme and cell wall integrity-involved genes were altered in the ∆Bbstf1, including some BbStf1-targeted genes clarified with evidence. The ∆Bbstf1 strain displayed greater virulence to Galleria mellonella in the bioassays through both topical infection and intrahaemocoel injection due to more rapid proliferation in the haemocoel as compared to the wild-type strain. Altogether, BbStf1 acts as a negative regulator of antioxidant response, cell wall integrity and virulence in B. bassiana.
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Affiliation(s)
- Xin Zhao
- Academy of Agricultural Sciences, Biotechnology Research Center, Southwest University, Chongqing, 400715, People's Republic of China
| | - Tingying Luo
- Academy of Agricultural Sciences, Biotechnology Research Center, Southwest University, Chongqing, 400715, People's Republic of China
| | - Shuaishuai Huang
- Academy of Agricultural Sciences, Biotechnology Research Center, Southwest University, Chongqing, 400715, People's Republic of China
| | - Ning Peng
- Academy of Agricultural Sciences, Biotechnology Research Center, Southwest University, Chongqing, 400715, People's Republic of China
| | - Ying Yin
- Academy of Agricultural Sciences, Biotechnology Research Center, Southwest University, Chongqing, 400715, People's Republic of China
| | - Zhibing Luo
- Academy of Agricultural Sciences, Biotechnology Research Center, Southwest University, Chongqing, 400715, People's Republic of China
| | - Yongjun Zhang
- Academy of Agricultural Sciences, Biotechnology Research Center, Southwest University, Chongqing, 400715, People's Republic of China
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14
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Wang Q, Guo M, Xu R, Zhang J, Bian Y, Xiao Y. Transcriptional Changes on Blight Fruiting Body of Flammulina velutipes Caused by Two New Bacterial Pathogens. Front Microbiol 2020; 10:2845. [PMID: 31921028 PMCID: PMC6917577 DOI: 10.3389/fmicb.2019.02845] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Accepted: 11/22/2019] [Indexed: 11/13/2022] Open
Abstract
A blight disease of Flammulina velutipes was identified with symptoms of growth cessation of young fruiting bodies, short stipe, and brown spots on the pileus. The pathogenic bacteria were identified as Arthrobacter arilaitensis and Pseudomonas yamanorum by Koch's postulate, gram staining, morphological and 16S ribosomal RNA gene sequence analyses. Either of the pathogenic bacteria or both of them can cause the same symptoms. Transcriptome changes in blighted F. velutipes were investigated between diseased and normal samples. Compared to the control group, 1,099 differentially expressed genes (DEGs) were overlapping in the bacteria-infected groups. The DEGs were significantly enriched in pathways such as xenobiotic metabolism by cytochrome P450 and tyrosine metabolism. Based on weighted correlation network analysis (WGCNA), the module most correlated to the pathogen-treated F. velutipes samples and candidate hub genes in the co-regulatory network were identified. Furthermore, a potential diseased mechanism involved in cell wall non-extension, phenolic substrate oxidation, and stress defense response was proposed based on the up-regulation of differentially expressed genes encoding chitin deacetylase, tyrosinase, cytochrome P450, MFS transporter, and clavaminate synthase-like protein. This study provides insights into the underlying reactions of young fruiting body of F. velutipes suffering from blight disease and facilitates the understanding of the pathogenic procedure of bacteriosis in edible mushrooms.
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Affiliation(s)
- Qing Wang
- College of Plant Science and Technology, Institute of Applied Mycology, Huazhong Agricultural University, Wuhan, China
| | - Mengpei Guo
- College of Plant Science and Technology, Institute of Applied Mycology, Huazhong Agricultural University, Wuhan, China
| | - Ruiping Xu
- College of Plant Science and Technology, Institute of Applied Mycology, Huazhong Agricultural University, Wuhan, China
| | - Jingcheng Zhang
- College of Plant Science and Technology, Institute of Applied Mycology, Huazhong Agricultural University, Wuhan, China
| | - Yinbing Bian
- College of Plant Science and Technology, Institute of Applied Mycology, Huazhong Agricultural University, Wuhan, China
| | - Yang Xiao
- College of Plant Science and Technology, Institute of Applied Mycology, Huazhong Agricultural University, Wuhan, China
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15
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E GX, Basang WD, Zhu YB. Whole-genome analysis identifying candidate genes of altitude adaptive ecological thresholds in yak populations. J Anim Breed Genet 2019; 136:371-377. [PMID: 31062447 DOI: 10.1111/jbg.12403] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 04/10/2019] [Accepted: 04/11/2019] [Indexed: 12/30/2022]
Abstract
The domestic yak (Bos grunniens) is an iconic symbol of animal husbandry on the Qinghai-Tibet Plateau. Long-term domestication and natural selection have led to a wide distribution of yak, forming many ecological populations to adapt to the local ecological environment. High altitude is closely related to oxygen density, and it is an important environmental ecological factor for biological survival and livestock production. The aim of the present study was to perform a preliminary analysis to identify the candidate genes of altitude distribution adapted ecological thresholds in yak using next-generation sequence technology. A total of 15,762,829 SNPs were obtained from 29 yaks with high- and low-altitude distribution by genome-wide sequencing. According to the results of the selective sweep analysis with FST and ZHp, 21 candidate genes were identified. 14 genes (serine/threonine protein kinase TNNI3K, TEN1, DYM, ITPR1, ZC4H2, KNTC1, ADGRB3, CLYBL, TANGO6, ASCC3, KLHL3, PDE4D, DEPDC1B and AGBL4) were grouped into 32 Gene Ontology terms, and four genes (RPS6KA6, ITPR1, GNAO1 and PDE4D) annotated in 35 pathways, including seven environmental information processing and one environmental adaptation. Therefore, the novel candidate genes found in the current study do not only support new theories about high-altitude adaptation, but also further explain the molecular mechanisms of altitude adaptation threshold in yaks.
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Affiliation(s)
- Guang-Xin E
- Chongqing Key Laboratory of Forage & Herbivore, Chongqing Engineering Research Centre for Herbivores Resource Protection and Utilization, College of Animal Science and Technology, Southwest University, Chongqing, China.,State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
| | - Wang-Dui Basang
- State Key Laboratory of Barley and Yak Germplasm Resources and Genetic Improvement (Tibet Academy of Agricultural and Animal Husbandry Sciences (TAAAS)), Lhasa, China.,Institute of Animal Husbandry and Veterinary Medicine, Tibet Academy of Agriculture and Animal Husbandry Sciences, Lhasa, China
| | - Yan-Bin Zhu
- Institute of Animal Husbandry and Veterinary Medicine, Tibet Academy of Agriculture and Animal Husbandry Sciences, Lhasa, China
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16
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Genomic Analysis of the Insect-Killing Fungus Beauveria bassiana JEF-007 as a Biopesticide. Sci Rep 2018; 8:12388. [PMID: 30120392 PMCID: PMC6098154 DOI: 10.1038/s41598-018-30856-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 08/07/2018] [Indexed: 02/07/2023] Open
Abstract
Insect-killing fungi have high potential in pest management. A deeper insight into the fungal genes at the whole genome level is necessary to understand the inter-species or intra-species genetic diversity of fungal genes, and to select excellent isolates. In this work, we conducted a whole genome sequencing of Beauveria bassiana (Bb) JEF-007 and characterized pathogenesis-related features and compared with other isolates including Bb ARSEF2860. A large number of Bb JEF-007 genes showed high identity with Bb ARSEF2860, but some genes showed moderate or low identity. The two Bb isolates showed a significant difference in vegetative growth, antibiotic-susceptibility, and virulence against Tenebrio molitor larvae. When highly identical genes between the two Bb isolates were subjected to real-time PCR, their transcription levels were different, particularly in heat shock protein 30 (hsp30) gene which is related to conidial thermotolerance. In several B. bassiana isolates, chitinases and trypsin-like protease genes involved in pathogenesis were highly conserved, but other genes showed noticeable sequence variation within the same species. Given the transcriptional and genetic diversity in B. bassiana, a selection of virulent isolates with industrial advantages is a pre-requisite, and this genetic approach could support the development of excellent biopesticides with intellectual property protection.
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