1
|
Wells AE, Wilson JJ, Heuer SE, Sears JD, Wei J, Pandey R, Costa MW, Kaczorowski CC, Roopenian DC, Chang CH, Carter GW. Transcriptome analysis reveals organ-specific effects of 2-deoxyglucose treatment in healthy mice. PLoS One 2024; 19:e0299595. [PMID: 38451972 PMCID: PMC10919611 DOI: 10.1371/journal.pone.0299595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 02/12/2024] [Indexed: 03/09/2024] Open
Abstract
OBJECTIVE Glycolytic inhibition via 2-deoxy-D-glucose (2DG) has potential therapeutic benefits for a range of diseases, including cancer, epilepsy, systemic lupus erythematosus (SLE), and rheumatoid arthritis (RA), and COVID-19, but the systemic effects of 2DG on gene function across different tissues are unclear. METHODS This study analyzed the transcriptional profiles of nine tissues from C57BL/6J mice treated with 2DG to understand how it modulates pathways systemically. Principal component analysis (PCA), weighted gene co-network analysis (WGCNA), analysis of variance, and pathway analysis were all performed to identify modules altered by 2DG treatment. RESULTS PCA revealed that samples clustered predominantly by tissue, suggesting that 2DG affects each tissue uniquely. Unsupervised clustering and WGCNA revealed six distinct tissue-specific modules significantly affected by 2DG, each with unique key pathways and genes. 2DG predominantly affected mitochondrial metabolism in the heart, while in the small intestine, it affected immunological pathways. CONCLUSIONS These findings suggest that 2DG has a systemic impact that varies across organs, potentially affecting multiple pathways and functions. The study provides insights into the potential therapeutic benefits of 2DG across different diseases and highlights the importance of understanding its systemic effects for future research and clinical applications.
Collapse
Affiliation(s)
- Ann E. Wells
- The Jackson Laboratory, Bar Harbor, ME, United States of America
| | - John J. Wilson
- The Jackson Laboratory, Bar Harbor, ME, United States of America
| | - Sarah E. Heuer
- The Jackson Laboratory, Bar Harbor, ME, United States of America
- Tufts University Graduate School of Biomedical Sciences, Boston, MA, United States of America
| | - John D. Sears
- The Jackson Laboratory, Bar Harbor, ME, United States of America
| | - Jian Wei
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, China
| | - Raghav Pandey
- The Jackson Laboratory, Bar Harbor, ME, United States of America
| | - Mauro W. Costa
- The Jackson Laboratory, Bar Harbor, ME, United States of America
| | - Catherine C. Kaczorowski
- The Jackson Laboratory, Bar Harbor, ME, United States of America
- Tufts University Graduate School of Biomedical Sciences, Boston, MA, United States of America
- Graduate School of Biomedical Sciences and Engineering, University of Maine, Orono, ME, United States of America
| | | | - Chih-Hao Chang
- The Jackson Laboratory, Bar Harbor, ME, United States of America
- Tufts University Graduate School of Biomedical Sciences, Boston, MA, United States of America
- Graduate School of Biomedical Sciences and Engineering, University of Maine, Orono, ME, United States of America
| | - Gregory W. Carter
- The Jackson Laboratory, Bar Harbor, ME, United States of America
- Tufts University Graduate School of Biomedical Sciences, Boston, MA, United States of America
- Graduate School of Biomedical Sciences and Engineering, University of Maine, Orono, ME, United States of America
| |
Collapse
|
2
|
Urakawa M, Baakhtari M, Ramah A, Imatake S, Ahmadi P, Deguchi Y, Uematsu M, Nakama Y, Imabeppu K, Nomura Y, Yasuda M. Comparative Analysis of Maternal Colostrum and Colostrum Replacer Effects on Immunity, Growth, and Health of Japanese Black Calves. Animals (Basel) 2024; 14:346. [PMID: 38275805 PMCID: PMC10812718 DOI: 10.3390/ani14020346] [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: 12/07/2023] [Revised: 12/26/2023] [Accepted: 01/18/2024] [Indexed: 01/27/2024] Open
Abstract
Maternal colostrum (MC) is an important source of nutrients and immune factors for newborn calves. However, when colostrum is unavailable or of poor quality, a colostrum replacer (CR) may be a suitable alternative to MC. As stock-raising farmers must make informed decisions about colostrum feeding management, this study was conducted to determine the effect of feeding MC versus CR on the promotion of immunological status, growth, and health in pre-weaned Japanese black (JB) calves. Sixteen newborn JB calves were fed MC after birth, and 16 JB calves were fed CR. For the MC group, the numbers of γδ T cells, CD4+ cells, CD8+ cells, CD4+CD8+ cells, B cells, and MHC class II+ cells were significantly higher compared with the CR group. Furthermore, the expression levels of interleukin (IL)-1β-, IL-2-, and interferon-γ (IFN-γ)-encoding mRNAs were significantly higher in the MC group compared with the CR group. A lower incidence of disease in 1-month-old calves and higher carcass weight in the MC group were observed compared with the CR group. These results suggest that CR activates the immune system delayed in calves compared with MC. MC increases populations of various immunocompetent cells, which can reduce infection rates and improve body weight gain.
Collapse
Affiliation(s)
- Marimu Urakawa
- Laboratory of Veterinary Anatomy, Faculty of Agriculture, University of Miyazaki, Miyazaki 889-2192, Japan (M.B.)
| | - Mahmoud Baakhtari
- Laboratory of Veterinary Anatomy, Faculty of Agriculture, University of Miyazaki, Miyazaki 889-2192, Japan (M.B.)
- Faculty of Veterinary Science, Balkh University, Mazar-i-Sharif 1703, Afghanistan
| | - Amany Ramah
- Laboratory of Veterinary Anatomy, Faculty of Agriculture, University of Miyazaki, Miyazaki 889-2192, Japan (M.B.)
- Department of Forensic Medicine and Toxicology, Faculty of Veterinary Medicine, Benha 13518, Egypt
| | - Shoichiro Imatake
- Laboratory of Veterinary Anatomy, Faculty of Agriculture, University of Miyazaki, Miyazaki 889-2192, Japan (M.B.)
| | - Parnian Ahmadi
- Faculty of Veterinary Science, Balkh University, Mazar-i-Sharif 1703, Afghanistan
- Graduate School of Medicine and Veterinary Medicine, University of Miyazaki, Miyazaki 889-2192, Japan
| | - Yuichiro Deguchi
- Miyazaki Agricultural Mutual Aid Association, Miyazaki 880-0877, Japan
| | - Mizuho Uematsu
- Miyazaki Agricultural Mutual Aid Association, Miyazaki 880-0877, Japan
| | - Yoshiki Nakama
- Miyazaki Agricultural Mutual Aid Association, Miyazaki 880-0877, Japan
| | - Kazunari Imabeppu
- Miyazaki Agricultural Mutual Aid Association, Miyazaki 880-0877, Japan
| | - Yusuke Nomura
- Miyazaki Agricultural Mutual Aid Association, Miyazaki 880-0877, Japan
| | - Masahiro Yasuda
- Laboratory of Veterinary Anatomy, Faculty of Agriculture, University of Miyazaki, Miyazaki 889-2192, Japan (M.B.)
- Graduate School of Medicine and Veterinary Medicine, University of Miyazaki, Miyazaki 889-2192, Japan
| |
Collapse
|
3
|
Kristian YY, Cahyanur R, Wulandari Y, Sinaga W, Lukito W, Prasetyawaty F, Lestari W. Correlation between branched-chain amino acids intake and total lymphocyte count in head and neck cancer patients: a cross-sectional study. BMC Nutr 2023; 9:86. [PMID: 37452428 PMCID: PMC10347797 DOI: 10.1186/s40795-023-00746-5] [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: 04/12/2023] [Accepted: 07/10/2023] [Indexed: 07/18/2023] Open
Abstract
BACKGROUND Cellular immunity as reflected by total lymphocyte count (TLC) has been proven to be related to overall survival rate cancer patients. Lymphocyte proliferation is regulated, to some extent, by nutritional factor. Branched chain amino acid (BCAA) is documented as one of numerous nutrients that play important role in lymphocyte proliferation through its effect on protein synthesis and DNA replication. Many studies describe the correlation between BCAA and TLC in hepatic cancer patients. This study emphasized the observation of that links in head and neck cancer patients. METHODS Eighty-five subjects were included in final analysis, aged 18-75, mostly male, with head and neck cancer who had not received treatment participated in this cross-sectional study at the Dr. Cipto Mangunkusumo General Hospital's radiation and medical haematology oncology clinic. The BCAAs intake was assessed using a semi-quantitative food frequency questionnaire. Flow cytometry method was used to quantify TLC. RESULTS Overall, the subjects' nutritional status mostly was considered normal, with the median intake of 1505 (800-3040) kcal/day of energy and mean of 73.96 ± 23.39 g/day of protein. Moreover, subjects' average BCAA intake was 10.92 ± 0.48 g/day. Meanwhile, 17.6% of subjects were found to have low TLC level. From thorough analysis, we did not find a strong correlation between BCAA level and TLC (r = 0.235, p = 0.056). CONCLUSION In participants with head and neck cancer who had not received chemoradiotherapy, there is no correlation between BCAA intake and TLC. The contribution of non-BCAA amino acids from dietary sources to lymphocyte proliferation requires further investigation. TRIAL REGISTRATION Retrospectively registered, with clinical trial number NCT05226065 on February 7th 2022.
Collapse
Affiliation(s)
- Yosua Yan Kristian
- Department of Nutrition, Faculty of Medicine, Universitas Indonesia - Dr Cipto Mangunkusumo General Hospital, Jakarta, Indonesia.
| | - Rahmat Cahyanur
- Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia - Dr Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Yohannessa Wulandari
- Department of Nutrition, Faculty of Medicine, Universitas Indonesia - Dr Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Wina Sinaga
- Department of Nutrition, Faculty of Medicine, Universitas Indonesia - Dr Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Widjaja Lukito
- Department of Nutrition, Faculty of Medicine, Universitas Indonesia - Dr Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Findy Prasetyawaty
- Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia - Dr Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Wiji Lestari
- Department of Nutrition, Faculty of Medicine, Universitas Indonesia - Dr Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| |
Collapse
|
4
|
Wells AE, Wilson JJ, Sears JD, Wei J, Heuer S, Pandey R, Costa MW, Kaczorowski CC, Roopenian DC, Chang CH, Carter GW. Transcriptome Analysis Reveals Organ-Specific Effects of 2-Deoxyglucose Treatment in Healthy Mice. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.24.537717. [PMID: 37162857 PMCID: PMC10168223 DOI: 10.1101/2023.04.24.537717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
OBJECTIVE Glycolytic inhibition via 2-deoxy-D-glucose (2DG) has potential therapeutic benefits for a range of diseases, including cancer, epilepsy, systemic lupus erythematosus (SLE), and rheumatoid arthritis (RA), and COVID-19, but the systemic effects of 2DG on gene function across different tissues are unclear. METHODS This study analyzed the transcriptional profiles of nine tissues from C57BL/6J mice treated with 2DG to understand how it modulates pathways systemically. Principal component analysis (PCA), weighted gene co-network analysis (WGCNA), analysis of variance, and pathway analysis were all performed to identify modules altered by 2DG treatment. RESULTS PCA revealed that samples clustered predominantly by tissue, suggesting that 2DG affects each tissue uniquely. Unsupervised clustering and WGCNA revealed six distinct tissue-specific modules significantly affected by 2DG, each with unique key pathways and genes. 2DG predominantly affected mitochondrial metabolism in the heart, while in the small intestine, it affected immunological pathways. CONCLUSIONS These findings suggest that 2DG has a systemic impact that varies across organs, potentially affecting multiple pathways and functions. The study provides insights into the potential therapeutic benefits of 2DG across different diseases and highlights the importance of understanding its systemic effects for future research and clinical applications.
Collapse
|
5
|
Azizi AFN, Uemura R, Omori M, Sueyoshi M, Yasuda M. Effects of Probiotics on Growth and Immunity of Piglets. Animals (Basel) 2022; 12:ani12141786. [PMID: 35883333 PMCID: PMC9312027 DOI: 10.3390/ani12141786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 07/04/2022] [Accepted: 07/09/2022] [Indexed: 11/16/2022] Open
Abstract
Growth promoting antibiotics are used in modern animal husbandry to promote growth and avoid infections. Negative effects of these antibiotics on human health are a big concern and they need to be replaced. Probiotics are expected to be a good replacement for growth promoting antibiotics. In this study, we evaluated effects of probiotics on growth and immune status of liver and secondary lymphoid organs of piglets. Body weights of probiotic-fed piglets were heavier than those of control piglets (p < 0.05) at days 30 and 45 of the experiment. Relative populations of CD4+ and IgM+ cells isolated from the liver were significantly increased (p < 0.05 and p < 0.01, respectively) in probiotic-fed piglets compared to control piglets. CD4+CD8+ T cells were significantly decreased (p < 0.05) in jejunal Peyer’s patches of treated piglets. Phagocytosis of MHC class II+ cells isolated from the liver of probiotic-fed piglets was significantly higher (p < 0.05) than that of control piglets. Phagocytosis of granulocytes isolated from the liver and peripheral blood of probiotic-fed piglets were also higher than those of control piglets. These results indicate excellent effects on growth and immune status of piglets. In conclusion, probiotics have beneficial effects on the growth and health of piglets and could be good replacement for growth promoting antibiotics.
Collapse
Affiliation(s)
- Ahmad Farid Nikmal Azizi
- Graduate School of Medicine and Veterinary Medicine, University of Miyazaki, Miyazaki 889-2192, Japan; (A.F.N.A.); (M.S.)
- Laboratory of Veterinary Anatomy, Faculty of Agriculture, University of Miyazaki, Miyazaki 889-2192, Japan
| | - Ryoko Uemura
- Laboratory of Animal Health, Faculty of Agriculture, University of Miyazaki, Miyazaki 889-2192, Japan; (R.U.); (M.O.)
- Center for Animal Disease Control, University of Miyazaki, Miyazaki 889-2192, Japan
| | - Mariko Omori
- Laboratory of Animal Health, Faculty of Agriculture, University of Miyazaki, Miyazaki 889-2192, Japan; (R.U.); (M.O.)
| | - Masuo Sueyoshi
- Graduate School of Medicine and Veterinary Medicine, University of Miyazaki, Miyazaki 889-2192, Japan; (A.F.N.A.); (M.S.)
- Laboratory of Animal Health, Faculty of Agriculture, University of Miyazaki, Miyazaki 889-2192, Japan; (R.U.); (M.O.)
- Center for Animal Disease Control, University of Miyazaki, Miyazaki 889-2192, Japan
| | - Masahiro Yasuda
- Graduate School of Medicine and Veterinary Medicine, University of Miyazaki, Miyazaki 889-2192, Japan; (A.F.N.A.); (M.S.)
- Laboratory of Veterinary Anatomy, Faculty of Agriculture, University of Miyazaki, Miyazaki 889-2192, Japan
- Correspondence:
| |
Collapse
|