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Han C, Song S, Cui C, Cai Y, Zhou Y, Wang J, Bei W, Zhang D, Guo W, Wang S. Strain-Specific Benefits of Bacillus Probiotics in Hybrid Grouper: Growth Enhancement, Metabolic Health, Immune Modulation, and Vibrio harveyi Resistance. Animals (Basel) 2024; 14:1062. [PMID: 38612301 PMCID: PMC11011011 DOI: 10.3390/ani14071062] [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: 02/06/2024] [Revised: 03/27/2024] [Accepted: 03/28/2024] [Indexed: 04/14/2024] Open
Abstract
In the realm of modern aquaculture, the utilization of probiotics has gained prominence, primarily due to their ability to enhance growth, boost immunity, and prevent diseases in aquatic species. This study primarily investigates the efficacy of Bacillus subtilis strains, both host-derived and from other sources, in influencing fish growth, immunity, lipid metabolism, and disease resistance. Employing a 42-day feeding trial, we divided hybrid grouper into four distinct groups: a control group on a basal diet and three experimental groups supplemented with 1 × 108 CFU/g of different Bacillus subtilis strains-BS, 6-3-1, and HAINUP40. Remarkably, the study demonstrated that the 6-3-1 and HAINUP40 groups exhibited significant enhancements across key growth parameters: final body weight (FBW), weight gain rate (WGR), feed intake (FI), feed efficiency ratio (FER), and feed conversion ratio (FCR). The investigation into lipid metabolism revealed that the 6-3-1 strain upregulated seven metabolism-related genes, HAINUP40 affected four metabolism-related genes, and the BS strain influenced two metabolism-related genes, indicating diverse metabolic impacts by different strains. Further, a notable reduction in liver enzymes AST and ALT was observed across all supplemented groups, implying improved liver health. Noteworthy was the BS strain's superior antioxidative capabilities, positively affecting all four measured parameters (CAT, GSH-Px, MDA). In the sphere of immune-related gene expression, the BS strain significantly decreased the expression of both inflammation and apoptosis-related genes, whereas the HAINUP40 strain demonstrated an upregulation in these genes. The challenge test results were particularly telling, showcasing improved survival rates against Vibrio harveyi infection in the BS and 6-3-1 groups, unlike the HAINUP40 group. These outcomes highlight the strain-specific nature of probiotics and their varying mechanisms of action within the host. In conclusion, this study reveals that probiotic strains, varying by source, demonstrate unique, strain-specific effects in promoting growth and modulating immunity in hybrid grouper. This research highlights the promise of tailored probiotic applications in improving aquaculture practices. Such advancements contribute to more sustainable and efficient fish farming methods.
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Affiliation(s)
- Congjie Han
- Hainan Provincial Key Laboratory for Tropical Hydrobiology and Biotechnology, School of Marine Biology and Fisheries, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Science and Technology, Hainan University, Haikou 570228, China
| | - Shizhen Song
- Hainan Provincial Key Laboratory for Tropical Hydrobiology and Biotechnology, School of Marine Biology and Fisheries, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Science and Technology, Hainan University, Haikou 570228, China
| | - Congcong Cui
- Hainan Provincial Key Laboratory for Tropical Hydrobiology and Biotechnology, School of Marine Biology and Fisheries, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Science and Technology, Hainan University, Haikou 570228, China
| | - Yan Cai
- Hainan Provincial Key Laboratory for Tropical Hydrobiology and Biotechnology, School of Marine Biology and Fisheries, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Science and Technology, Hainan University, Haikou 570228, China
| | - Yongcan Zhou
- Hainan Provincial Key Laboratory for Tropical Hydrobiology and Biotechnology, School of Marine Biology and Fisheries, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Science and Technology, Hainan University, Haikou 570228, China
| | - Jiawen Wang
- Hainan Provincial Key Laboratory for Tropical Hydrobiology and Biotechnology, School of Marine Biology and Fisheries, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Science and Technology, Hainan University, Haikou 570228, China
| | - Weilie Bei
- Hainan Provincial Key Laboratory for Tropical Hydrobiology and Biotechnology, School of Marine Biology and Fisheries, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Science and Technology, Hainan University, Haikou 570228, China
| | - Dongdong Zhang
- Hainan Provincial Key Laboratory for Tropical Hydrobiology and Biotechnology, School of Marine Biology and Fisheries, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Science and Technology, Hainan University, Haikou 570228, China
| | - Weiliang Guo
- Hainan Provincial Key Laboratory for Tropical Hydrobiology and Biotechnology, School of Marine Biology and Fisheries, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Science and Technology, Hainan University, Haikou 570228, China
| | - Shifeng Wang
- Hainan Provincial Key Laboratory for Tropical Hydrobiology and Biotechnology, School of Marine Biology and Fisheries, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Science and Technology, Hainan University, Haikou 570228, China
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Fujita H, Haruki T, Sudo K, Koga Y, Nakamura Y, Abe K, Yoshida Y, Koizumi K, M Watanabe T. Yuragi biomarker concept for evaluating human induced pluripotent stem cells using heterogeneity-based Raman finger-printing. Biophys Physicobiol 2024; 21:e211016. [PMID: 39175855 PMCID: PMC11338688 DOI: 10.2142/biophysico.bppb-v21.s016] [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: 12/21/2023] [Accepted: 03/21/2024] [Indexed: 08/24/2024] Open
Abstract
Considering the fundamental mechanism causing singularity phenomena, we performed the following abduction: Assuming that a multicellular system is driven by spontaneous fluctuation of each cell and dynamic interaction of the cells, state transition of the system would be experimentally predictable from cellular heterogeneity. This study evaluates the abductive hypothesis by analyzing cellular heterogeneity to distinguish pre-state of state transition of differentiating cells with Raman spectroscopy and human induced pluripotent stem cells (hiPSCs) technique. Herein, we investigated the time development of cellular heterogeneity in Raman spectra during cardiomyogenesis of six hiPSC lines and tested two types of analyses for heterogeneity. As expected, some spectral peaks, possibly attributed to glycogen, correctively exhibited higher heterogeneity, prior to intensity changes of the spectrum in the both analyses in the all cell-lines tested. The combination of spectral data and heterogeneity-based analysis will be an approach to the arrival of biology that uses not only signal intensity but also heterogeneity as a biological index.
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Affiliation(s)
- Hideaki Fujita
- Department of Stem Cell Biology, Research Institute for Radiation Biology and Medicine, Hiroshima University, Hiroshima 734-8553, Japan
| | - Takayuki Haruki
- Faculty of Sustainable Design, Academic Assembly, University of Toyama, Toyama 930-8555, Japan
| | - Kazuhiro Sudo
- Technology and Development Team for Mammalian Genome Dynamics, RIKEN BioResource Research Center, Tsukuba, Ibaragi 305-0074, Japan
| | - Yumiko Koga
- Technology and Development Team for Mammalian Genome Dynamics, RIKEN BioResource Research Center, Tsukuba, Ibaragi 305-0074, Japan
| | - Yukio Nakamura
- Technology and Development Team for Mammalian Genome Dynamics, RIKEN BioResource Research Center, Tsukuba, Ibaragi 305-0074, Japan
| | - Kuniya Abe
- Technology and Development Team for Mammalian Genome Dynamics, RIKEN BioResource Research Center, Tsukuba, Ibaragi 305-0074, Japan
| | - Yasuhiko Yoshida
- Department of Intellectual Information Engineering, Graduate School of Science and Engineering, University of Toyama, Toyama 930-8555, Japan
| | - Keiichi Koizumi
- Laboratory of Drug Discovery and Development for Pre-disease, Division of Presymptomatic Disease, Department of Re-search and Development and Department of Academia-Industry-Government Collaboration, Institute of Natural Medicine, University of Toyama, Toyama 930-0194, Japan
| | - Tomonobu M Watanabe
- Department of Stem Cell Biology, Research Institute for Radiation Biology and Medicine, Hiroshima University, Hiroshima 734-8553, Japan
- Laboratory for Comprehensive Bioimaging, RIKEN Center for Biosystems Dynamics Research (BDR), Kobe, Hyogo 650-0047, Japan
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Bobori SN, Zhu Y, Saarinen A, Liuzzo AJ, Folmes CDL. Metabolic Remodeling during Early Cardiac Lineage Specification of Pluripotent Stem Cells. Metabolites 2023; 13:1086. [PMID: 37887411 PMCID: PMC10608731 DOI: 10.3390/metabo13101086] [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: 09/15/2023] [Revised: 10/03/2023] [Accepted: 10/05/2023] [Indexed: 10/28/2023] Open
Abstract
Growing evidence indicates that metabolites and energy metabolism play an active rather than consequential role in regulating cellular fate. Cardiac development requires dramatic metabolic remodeling from relying primarily on glycolysis in pluripotent stem cells (PSCs) to oxidizing a wide array of energy substrates to match the high bioenergetic demands of continuous contraction in the developed heart. However, a detailed analysis of how remodeling of energy metabolism contributes to human cardiac development is lacking. Using dynamic multiple reaction monitoring metabolomics of central carbon metabolism, we evaluated temporal changes in energy metabolism during human PSC 3D cardiac lineage specification. Significant metabolic remodeling occurs during the complete differentiation, yet temporal analysis revealed that most changes occur during transitions from pluripotency to mesoderm (day 1) and mesoderm to early cardiac (day 5), with limited maturation of cardiac metabolism beyond day 5. Real-time metabolic analysis demonstrated that while hPSC cardiomyocytes (hPSC-CM) showed elevated rates of oxidative metabolism compared to PSCs, they still retained high glycolytic rates, confirming an immature metabolic phenotype. These observations support the opportunity to metabolically optimize the differentiation process to support lineage specification and maturation of hPSC-CMs.
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Affiliation(s)
| | | | | | | | - Clifford D. L. Folmes
- Departments of Biochemistry and Molecular Biology and Cardiovascular Medicine, Center for Regenerative Biotherapeutics, Mayo Clinic Arizona, Scottsdale, AZ 85259, USA; (S.N.B.)
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Singh P, Zhou L, Shah DA, Cejas RB, Crossman DK, Jouni M, Magdy T, Wang X, Sharafeldin N, Hageman L, McKenna DE, Horvath S, Armenian SH, Balis FM, Hawkins DS, Keller FG, Hudson MM, Neglia JP, Ritchey AK, Ginsberg JP, Landier W, Burridge PW, Bhatia S. Identification of novel hypermethylated or hypomethylated CpG sites and genes associated with anthracycline-induced cardiomyopathy. Sci Rep 2023; 13:12683. [PMID: 37542143 PMCID: PMC10403495 DOI: 10.1038/s41598-023-39357-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 07/24/2023] [Indexed: 08/06/2023] Open
Abstract
Anthracycline-induced cardiomyopathy is a leading cause of late morbidity in childhood cancer survivors. Aberrant DNA methylation plays a role in de novo cardiovascular disease. Epigenetic processes could play a role in anthracycline-induced cardiomyopathy but remain unstudied. We sought to examine if genome-wide differential methylation at 'CpG' sites in peripheral blood DNA is associated with anthracycline-induced cardiomyopathy. This report used participants from a matched case-control study; 52 non-Hispanic White, anthracycline-exposed childhood cancer survivors with cardiomyopathy were matched 1:1 with 52 survivors with no cardiomyopathy. Paired ChAMP (Chip Analysis Methylation Pipeline) with integrated reference-based deconvolution of adult peripheral blood DNA methylation was used to analyze data from Illumina HumanMethylation EPIC BeadChip arrays. An epigenome-wide association study (EWAS) was performed, and the model was adjusted for GrimAge, sex, interaction terms of age at enrollment, chest radiation, age at diagnosis squared, and cardiovascular risk factors (CVRFs: diabetes, hypertension, dyslipidemia). Prioritized genes were functionally validated by gene knockout in human induced pluripotent stem cell cardiomyocytes (hiPSC-CMs) using CRISPR/Cas9 technology. DNA-methylation EPIC array analyses identified 32 differentially methylated probes (DMP: 15 hyper-methylated and 17 hypo-methylated probes) that overlap with 23 genes and 9 intergenic regions. Three hundred and fifty-four differential methylated regions (DMRs) were also identified. Several of these genes are associated with cardiac dysfunction. Knockout of genes EXO6CB, FCHSD2, NIPAL2, and SYNPO2 in hiPSC-CMs increased sensitivity to doxorubicin. In addition, EWAS analysis identified hypo-methylation of probe 'cg15939386' in gene RORA to be significantly associated with anthracycline-induced cardiomyopathy. In this genome-wide DNA methylation profile study, we observed significant differences in DNA methylation at the CpG level between anthracycline-exposed childhood cancer survivors with and without cardiomyopathy, implicating differential DNA methylation of certain genes could play a role in pathogenesis of anthracycline-induced cardiomyopathy.
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Affiliation(s)
- Purnima Singh
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Liting Zhou
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Disheet A Shah
- Department of Pharmacology, Northwestern University, Chicago, IL, USA
| | - Romina B Cejas
- Department of Pharmacology, Northwestern University, Chicago, IL, USA
| | - David K Crossman
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Mariam Jouni
- Department of Pharmacology, Northwestern University, Chicago, IL, USA
| | - Tarek Magdy
- Department of Pharmacology, Northwestern University, Chicago, IL, USA
- Department of Pathology and Translational Pathobiology and Feist-Weiller Cancer Center, Louisiana State University Health Sciences Center-Shreveport, Shreveport, LA, USA
| | - Xuexia Wang
- Department of Biostatistics, Florida International University, Miami, FL, USA
| | - Noha Sharafeldin
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Lindsey Hageman
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Donald E McKenna
- Department of Pharmacology, Northwestern University, Chicago, IL, USA
| | - Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Saro H Armenian
- Department of Population Sciences, City of Hope, Duarte, CA, USA
| | - Frank M Balis
- Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | | | - Frank G Keller
- Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA
| | | | | | - A Kim Ritchey
- Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA, USA
| | | | - Wendy Landier
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Paul W Burridge
- Department of Pharmacology, Northwestern University, Chicago, IL, USA
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA.
- Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, USA.
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