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Ma F, Zou Q, Zhao X, Liu H, Du H, Xing K, Ding X, Wang C. Multi-omics integration reveals the regulatory mechanisms of APC and CREB5 genes in lipid biosynthesis and fatty acid composition in pigs. Food Chem 2025; 482:143999. [PMID: 40187300 DOI: 10.1016/j.foodchem.2025.143999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 03/13/2025] [Accepted: 03/20/2025] [Indexed: 04/07/2025]
Abstract
The intramuscular fat (IMF), fatty acid and amino acid compositions of pork are intricately linked to meat quality, flavor profile, and nutritional composition, and have potential implications for human health. Lipid accumulation in pork is initiated by the biosynthesis of fatty acids and regulated by a complex network of genes. In this study, the IMF content and genotyping of large-scale slaughtered Yorkshire pigs were assessed. Transcriptome sequencing of muscles from 17 individuals and fatty and amino acid analyses of muscles from 28 individuals according to IMF content were conducted. Phenotypic analysis showed a high correlation between IMF and most fatty acids, and the composition ratio of different types of fatty acids varied with IMF content. A negative correlation between the n-6/n-3 polyunsaturated fatty acid (PUFA) ratio and increase in IMF content significantly enhanced the levels of essential fatty acids and ameliorated the n-6/n-3 PUFA ratio in pork, thereby elevating its nutritional value to better align with contemporary health standards. A comprehensive analysis that integrated a genome-wide association study, differential gene expression analysis, and weighted gene co-expression network analysis was employed to identify the regulatory mechanisms of lipids. PRLR, SEC11C, ALPK2, CPLX4, APC, and CREB5 were identified as key candidate genes that affect intramuscular lipids and fatty acids. Through molecular and cellular experiments, our results indicated that high APC and CREB5 gene expression significantly promotes lipogenesis in cells, where these genes play an important role in regulatory pathways related to lipid synthesis in animals, which may affect fat deposition and fatty acid composition in pork. Overall, these results lay the foundation for an in-depth analysis of the genetic regulation of pork lipids and nutrition, and also provide molecular regulatory markers for the primary selection of pigs with better meat quality.
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Affiliation(s)
- Fuping Ma
- State Key Laboratory of Animal Biotech Breeding; National Engineering Laboratory for Animal Breeding; Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture and Rural Affairs; College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Quan Zou
- State Key Laboratory of Animal Biotech Breeding; National Engineering Laboratory for Animal Breeding; Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture and Rural Affairs; College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Xitong Zhao
- Beijing Shunxin Agriculture Co., Ltd., Beijing 101300, China
| | - Huatao Liu
- State Key Laboratory of Animal Biotech Breeding; National Engineering Laboratory for Animal Breeding; Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture and Rural Affairs; College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Hehe Du
- State Key Laboratory of Animal Biotech Breeding; National Engineering Laboratory for Animal Breeding; Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture and Rural Affairs; College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Kai Xing
- State Key Laboratory of Animal Biotech Breeding; National Engineering Laboratory for Animal Breeding; Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture and Rural Affairs; College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Xiangdong Ding
- State Key Laboratory of Animal Biotech Breeding; National Engineering Laboratory for Animal Breeding; Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture and Rural Affairs; College of Animal Science and Technology, China Agricultural University, Beijing 100193, China.
| | - Chuduan Wang
- State Key Laboratory of Animal Biotech Breeding; National Engineering Laboratory for Animal Breeding; Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture and Rural Affairs; College of Animal Science and Technology, China Agricultural University, Beijing 100193, China.
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Zhang C, Yuan M, Rong W, Du H, Li X, Ji T, Li J, Dai B, Ma Z, Qi H, Zhang N, Yang J, Duan X, Bi Y. Synergistic effects of Lianhuaqingwen in combination with Oseltamivir and Baloxavir against seasonal influenza virus: In vitro and in vivo assessment. JOURNAL OF ETHNOPHARMACOLOGY 2025; 338:119091. [PMID: 39528119 DOI: 10.1016/j.jep.2024.119091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Revised: 11/06/2024] [Accepted: 11/08/2024] [Indexed: 11/16/2024]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Lianhuaqingwen (LH), a traditional Chinese medicine, presents a broad-spectrum antiviral effect and has been widely used to treat influenza. Given the potential rise of drug-resistant influenza viruses, it is necessary to develop new antiviral drugs and explore combination therapies involving LH in tandem with existing antivirals such as Oseltamivir acid (Osel) or Baloxavir (Bal). These multidrug combinations could help effectively control the seasonal influenza epidemics and reduce the disease burden. AIM OF THE STUDY This study aimed to evaluate the antiviral effects of LH, alone and in combination with Osel or Bal, against human seasonal influenza viruses in vitro and in vivo models. MATERIALS AND METHODS The antiviral efficacy of LH alone and LH in combination with Osel/Bal against seasonal influenza A viruses (IAVs) (H1N1 and H3N2 subtypes) and influenza B viruses (IBVs) (BV- and BY-lineages) was assessed in vitro using MDCK cells. The median effective concentration (EC50) was determined, and the drug synergies were analyzed. Additionally, the antiviral activity of LH monotherapy and LH + Osel/Bal combination therapy were evaluated in vivo using an H1N1-infected BABL/c mouse model by monitoring changes in body weight, survival rate, lung viral titer, pathological damage, and inflammatory reaction. RESULTS In vitro, LH alone and in combination with Osel/Bal exhibited antiviral activity against both IAVs and IBVs. The addition of LH to Osel/Bal improved the therapeutic efficacy compared to Osel/Bal alone. In vivo, LH monotherapy reduced body weight loss and increased the survival rates of H1N1-infected mice. LH in combination with Osel/Bal resulted in lower virus titers, more effective relief of pathological damage, and comparable low expression of inflammatory factors in the lungs of H1N1-infected mice compared to the use of Osel/Bal alone. Transcriptomic analysis of the lungs revealed that LH + Osel/Bal significantly increased the expression of genes associated with antiviral and anti-inflammatory effects. CONCLUSIONS This study evaluated the antiviral effects of LH monotherapy and combination therapy with Osel/Bal against human seasonal influenza viruses in vitro and in vivo models. The results suggest that combining LH with Osel or Bal could enhance the antiviral efficiency for influenza viruses compared to the monotherapy using any of these three drugs.
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Affiliation(s)
- Cheng Zhang
- College of Life Science and Technology, Xinjiang University, Urumchi, 830046, China; CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing, 100101, China
| | - Manhua Yuan
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing, 100101, China
| | - Wenwan Rong
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing, 100101, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Han Du
- College of Life Science and Technology, Xinjiang University, Urumchi, 830046, China
| | - Xuanxuan Li
- College of Life Science and Technology, Xinjiang University, Urumchi, 830046, China
| | - Tiannan Ji
- Department of Emergency, Department of Radiotherapy, The Fifth Medical Center of PLA General Hospital, Beijing, 100071, China
| | - Jianxiong Li
- Department of Emergency, Department of Radiotherapy, The Fifth Medical Center of PLA General Hospital, Beijing, 100071, China
| | - Bo Dai
- Department of Pharmacy, Air Force Medical Center, PLA, Beijing, 100142, China
| | - Zhenghai Ma
- College of Life Science and Technology, Xinjiang University, Urumchi, 830046, China
| | - Hui Qi
- Hebei Academy of Integrated Traditional Chinese and Western Medicine, National Key Laboratory for Innovation and Transformation of Luobing Theory, Shijiazhuang, 050035, China
| | - Ning Zhang
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing, 100101, China
| | - Jing Yang
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing, 100101, China
| | - Xuefeng Duan
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing, 100101, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yuhai Bi
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing, 100101, China; University of Chinese Academy of Sciences, Beijing, 100049, China.
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Dhanalakshmi M, Das K, Pandya M, Shah S, Gadnayak A, Dave S, Das J. Artificial Neural Network-Based Study Predicts GS-441524 as a Potential Inhibitor of SARS-CoV-2 Activator Protein Furin: a Polypharmacology Approach. Appl Biochem Biotechnol 2022; 194:4511-4529. [PMID: 35507249 PMCID: PMC9066385 DOI: 10.1007/s12010-022-03928-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Furin, a pro-protein convertase, plays a significant role as a biological scissor in bacterial, viral, and even mammalian substrates which in turn decides the fate of many viral and bacterial infections along with the numerous ailments caused by cancer, diabetes, inflammations, and neurological disorders. In the wake of the current pandemic caused by the virus SARS-CoV-2, furin has become the center of attraction for researchers as the spike protein contains a polybasic furin cleavage site. In the present work, we have searched for novel inhibitors against this interesting human target from FDA-approved antiviral. To enhance the selection of new inhibitors, we employed Kohonen's artificial neural network-based self-organizing maps for ligand-based virtual screening. Promising results were obtained which can help in drug repurposing and network pharmacology studies can address the errors generated due to promiscuity/polypharmacology. We found 15 existing FDA antiviral drugs having the potential to inhibit furin. Among these, six compounds have targets on important human proteins (LDLR, FCGR1A, PCK1, TLR7, DNA, and PNP). The role of these 15 drugs inhibiting furin can be established by studying further on patients infected with number of viruses including SARS-CoV-2. Here we propose two promising candidate FDA drugs GS-441524 and Grazoprevir (MK-5172) for repurposing as inhibitors of furin. The best results were observed with GS-441524.
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Affiliation(s)
- M Dhanalakshmi
- Research and Development Centre, Bharathiar University, Marudhamalai Rd, Coimbatore, Tamil Nadu, India
| | - Kajari Das
- Department of Biotechnology, College of Basic Science and Humanities, Odisha University of Agriculture and Technology, Bhubaneswar, Odisha, India
| | - Medha Pandya
- The KPES Science College, Maharaja krishnakumarsinhji Bhavnagar University, Bhavnagar, Gujarat, India
| | - Sejal Shah
- Department of Microbiology, Faculty of Science, Marwadi University, Rajkot, Gujarat, India
| | - Ayushman Gadnayak
- Centre for Genomics & Biomedical Informatics, IMS and SUM Hospital, Siksha "O" Anusandhan (Deemed to be University), Bhubaneswar, Odisha, India
| | - Sushma Dave
- Department of Applied Sciences, JIET, Jodhpur, Rajasthan, India.
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Kang X, Wang Y, Liang W, Tang X, Zhang Y, Wang L, Zhao P, Lu Z. Bombyx mori nucleopolyhedrovirus downregulates transcription factor BmFoxO to elevate virus infection. DEVELOPMENTAL AND COMPARATIVE IMMUNOLOGY 2021; 116:103904. [PMID: 33245980 DOI: 10.1016/j.dci.2020.103904] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 10/16/2020] [Accepted: 10/18/2020] [Indexed: 06/11/2023]
Abstract
Forkhead-box O (FoxO) is the primary transcriptional effector of the insulin-like signaling pathway that enhances gluconeogenesis through transcriptional activation of PEPCK and G6Pase in mammals. We have previously demonstrated the involvement of phosphoenolpyruvate carboxykinase (BmPEPCK-2) in antiviral immunity against the multiplication of Bombyx mori nuclearpolyhedrosisvirus (BmNPV) in silkworm. Therefore, we speculated that BmFoxO might suppress BmNPV by regulating the expression of PEPCK in silkworm. In the present study, we found that the expression of BmFoxO decreased after BmNPV infection in Bombyx mori; this finding was consistent with BmPEPCK-2 expression. In addition, the expression of BmFoxO was altered, and it was found that reduced expression of BmFoxO (dsBmFoxO) downregulated the expression of BmPEPCK-2 and increased the viral fluorescence and content in silkworm embryonic cell line BmE cells, and vice versa. BmFoxO could upregulate the expression of BmPEPCK-2 by binding to the BmPEPCK-2 promoter. Moreover, overexpression of BmFoxO significantly increased the expression of autophagy genes ATG6/7/8 after infection with BmNPV, consistent with BmPEPCK-2. These results indicate that BmNPV downregulates transcription factor BmFoxO to elevate virus infection, and BmFoxO overexpression upregulates BmPEPCK-2 expression and enhances silkworm antiviral resistance.
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Affiliation(s)
- Xiaoli Kang
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400715, PR China; Biological Science Research Center, Southwest University, Chongqing, 400715, PR China
| | - Yaping Wang
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400715, PR China; Biological Science Research Center, Southwest University, Chongqing, 400715, PR China
| | - Wenjuan Liang
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400715, PR China; Biological Science Research Center, Southwest University, Chongqing, 400715, PR China
| | - Xin Tang
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400715, PR China; Biological Science Research Center, Southwest University, Chongqing, 400715, PR China
| | - Yan Zhang
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400715, PR China; Biological Science Research Center, Southwest University, Chongqing, 400715, PR China; Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing, 400715, PR China
| | - Lingyan Wang
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400715, PR China; Biological Science Research Center, Southwest University, Chongqing, 400715, PR China; Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing, 400715, PR China
| | - Ping Zhao
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400715, PR China; Biological Science Research Center, Southwest University, Chongqing, 400715, PR China; Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing, 400715, PR China
| | - Zhongyan Lu
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, 400715, PR China; Biological Science Research Center, Southwest University, Chongqing, 400715, PR China; Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing, 400715, PR China.
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Chen Y, Yang JE, Tang JM, Mao QG, Zheng QZ, Zheng Y. Predictive value of plasmacytoid dendritic cells and Toll-like receptor-9 regarding the treatment efficacy of interferon-α in HBeAg-positive chronic hepatitis B patients. Exp Ther Med 2019; 18:4541-4546. [PMID: 31798696 PMCID: PMC6878902 DOI: 10.3892/etm.2019.8161] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Accepted: 06/13/2019] [Indexed: 02/07/2023] Open
Abstract
Hepatitis B virus (HBV) infection represents a public health threat and a challenge for the medical community. Untimely treatment may lead to liver cirrhosis and even liver cancer. At present, the major treatment for hepatitis B e antigen (HBeAg)-positive chronic hepatitis B patients includes administration of interferon-α (IFN-α), which has anti-viral and immunomodulatory effects. Plasmacytoid dendritic cells (pDCs) and Toll-like receptor-9 (TLR-9) have important roles in anti-viral therapy. However, their predictive value regarding the efficacy of IFN-α treatment of HBeAg-positive chronic hepatitis B (CHB) patients has remained elusive. A total of 178 patients with CHB and HBeAg-positive status, who had not received any previous anti-HBV treatment, were enrolled in the present study. All patients were treated with IFN-α. HBV DNA load, hepatitis B surface antigen and serum alanine aminotransferase were measured prior to and following 48 weeks of treatment. According to HBV levels, the patients were divided into a response group and non-responders group. To determine the amount of pDCs, blood dendritic cell antigen 2 (BDCA-2)- and immunoglobulin-like transcript 7 (ILT7)-expressing cells in liver biopsies were detected using immunohistochemistry. TLR-9 expression in peripheral blood mononuclear cells was determined by reverse transcription-quantitative PCR. There was no significant difference in the proportion of pDCs (BDCA-2; ILT7) and TLR-9 mRNA expression between the response group and the non-responders group prior to IFN-α treatment. After IFN-α treatment, BDCA-2, ILT7 and TLR-9 mRNA expression was obviously increased in the response group compared with that in the non-responders group (P<0.05). Increased expression of BDCA-2, ILT7 and TLR-9 mRNA was negatively correlated with HBV DNA (P<0.05). Increased levels of pDCs and TLR-9 were negatively correlated with HBV DNA, and were thus capable of predicting the IFN-α treatment response in patients with CHB and HBeAg-positive status.
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Affiliation(s)
- Yue Chen
- Department of Hepatology Unit, Xiamen Hospital of Traditional Chinese Medicine, Beijing University of Traditional Chinese Medicine, Xiamen, Fujian 361001, P.R. China
| | - Jia-En Yang
- Department of Hepatology Unit, Xiamen Hospital of Traditional Chinese Medicine, Beijing University of Traditional Chinese Medicine, Xiamen, Fujian 361001, P.R. China
| | - Jing-Mo Tang
- Department of Hepatology Unit, Xiamen Hospital of Traditional Chinese Medicine, Beijing University of Traditional Chinese Medicine, Xiamen, Fujian 361001, P.R. China
| | - Qian-Guo Mao
- Department of Hepatology Unit, Xiamen Hospital of Traditional Chinese Medicine, Beijing University of Traditional Chinese Medicine, Xiamen, Fujian 361001, P.R. China
| | - Qi-Zhong Zheng
- Department of Pathology, Xiamen Hospital of Traditional Chinese Medicine, Beijing University of Traditional Chinese Medicine, Xiamen, Fujian 361001, P.R. China
| | - Ying Zheng
- Department of Hepatology Unit, Xiamen Hospital of Traditional Chinese Medicine, Beijing University of Traditional Chinese Medicine, Xiamen, Fujian 361001, P.R. China
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