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Hangelbroek RWJ, Fazelzadeh P, Tieland M, Boekschoten MV, Hooiveld GJEJ, van Duynhoven JPM, Timmons JA, Verdijk LB, de Groot LCPGM, van Loon LJC, Müller M. Expression of protocadherin gamma in skeletal muscle tissue is associated with age and muscle weakness. J Cachexia Sarcopenia Muscle 2016; 7:604-614. [PMID: 27239416 PMCID: PMC4863830 DOI: 10.1002/jcsm.12099] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2015] [Revised: 10/17/2015] [Accepted: 12/04/2015] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND The skeletal muscle system plays an important role in the independence of older adults. In this study we examine differences in the skeletal muscle transcriptome between healthy young and older subjects and (pre-)frail older adults. Additionally, we examine the effect of resistance-type exercise training on the muscle transcriptome in healthy older subjects and (pre-)frail older adults. METHODS Baseline transcriptome profiles were measured in muscle biopsies collected from 53 young, 73 healthy older subjects, and 61 frail older subjects. Follow-up samples from these frail older subjects (31 samples) and healthy older subjects (41 samples) were collected after 6 months of progressive resistance-type exercise training. Frail older subjects trained twice per week and the healthy older subjects trained three times per week. RESULTS At baseline genes related to mitochondrial function and energy metabolism were differentially expressed between older and young subjects, as well as between healthy and frail older subjects. Three hundred seven genes were differentially expressed after training in both groups. Training affected expression levels of genes related to extracellular matrix, glucose metabolism ,and vascularization. Expression of genes that were modulated by exercise training was indicative of muscle strength at baseline. Genes that strongly correlated with strength belonged to the protocadherin gamma gene cluster (r = -0.73). CONCLUSIONS Our data suggest significant remaining plasticity of ageing skeletal muscle to adapt to resistance-type exercise training. Some age-related changes in skeletal muscle gene expression appear to be partially reversed by prolonged resistance-type exercise training. The protocadherin gamma gene cluster may be related to muscle denervation and re-innervation in ageing muscle.
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Affiliation(s)
- Roland W J Hangelbroek
- Top Institute Food and Nutrition Wageningenthe Netherlands; Division of Human Nutrition Wageningen University Wageningenthe Netherlands
| | - Parastoo Fazelzadeh
- Top Institute Food and Nutrition Wageningenthe Netherlands; Division of Human Nutrition Wageningen University Wageningenthe Netherlands
| | - Michael Tieland
- Top Institute Food and Nutrition Wageningenthe Netherlands; Division of Human Nutrition Wageningen University Wageningenthe Netherlands
| | - Mark V Boekschoten
- Top Institute Food and Nutrition Wageningenthe Netherlands; Division of Human Nutrition Wageningen University Wageningenthe Netherlands
| | - Guido J E J Hooiveld
- Top Institute Food and Nutrition Wageningenthe Netherlands; Division of Human Nutrition Wageningen University Wageningenthe Netherlands
| | - John P M van Duynhoven
- Laboratory of Biophysics Wageningen University Wageningen the Netherlands; Netherlands Metabolomics Centre Leiden the Netherlands
| | | | - Lex B Verdijk
- Top Institute Food and Nutrition Wageningen the Netherlands; Department of Human Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism Maastricht University Maastricht the Netherlands
| | - Lisette C P G M de Groot
- Top Institute Food and Nutrition Wageningenthe Netherlands; Division of Human Nutrition Wageningen University Wageningenthe Netherlands
| | - Luc J C van Loon
- Top Institute Food and Nutrition Wageningen the Netherlands; Department of Human Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism Maastricht University Maastricht the Netherlands
| | - Michael Müller
- Top Institute Food and Nutrition Wageningen the Netherlands; Division of Human Nutrition Wageningen University Wageningen the Netherlands; Norwich Medical School University of East Anglia Norwich UK
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Ayuso M, Fernández A, Núñez Y, Benítez R, Isabel B, Barragán C, Fernández AI, Rey AI, Medrano JF, Cánovas Á, González-Bulnes A, López-Bote C, Ovilo C. Comparative Analysis of Muscle Transcriptome between Pig Genotypes Identifies Genes and Regulatory Mechanisms Associated to Growth, Fatness and Metabolism. PLoS One 2015; 10:e0145162. [PMID: 26695515 PMCID: PMC4687939 DOI: 10.1371/journal.pone.0145162] [Citation(s) in RCA: 64] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Accepted: 11/30/2015] [Indexed: 12/22/2022] Open
Abstract
Iberian ham production includes both purebred (IB) and Duroc-crossbred (IBxDU) Iberian pigs, which show important differences in meat quality and production traits, such as muscle growth and fatness. This experiment was conducted to investigate gene expression differences, transcriptional regulation and genetic polymorphisms that could be associated with the observed phenotypic differences between IB and IBxDU pigs. Nine IB and 10 IBxDU pigs were slaughtered at birth. Morphometric measures and blood samples were obtained and samples from Biceps femoris muscle were employed for compositional and transcriptome analysis by RNA-Seq technology. Phenotypic differences were evident at this early age, including greater body size and weight in IBxDU and greater Biceps femoris intramuscular fat and plasma cholesterol content in IB newborns. We detected 149 differentially expressed genes between IB and IBxDU neonates (p < 0.01 and Fold-Change > 1. 5). Several were related to adipose and muscle tissues development (DLK1, FGF21 or UBC). The functional interpretation of the transcriptomic differences revealed enrichment of functions and pathways related to lipid metabolism in IB and to cellular and muscle growth in IBxDU pigs. Protein catabolism, cholesterol biosynthesis and immune system were functions enriched in both genotypes. We identified transcription factors potentially affecting the observed gene expression differences. Some of them have known functions on adipogenesis (CEBPA, EGRs), lipid metabolism (PPARGC1B) and myogenesis (FOXOs, MEF2D, MYOD1), which suggest a key role in the meat quality differences existing between IB and IBxDU hams. We also identified several polymorphisms showing differential segregation between IB and IBxDU pigs. Among them, non-synonymous variants were detected in several transcription factors as PPARGC1B and TRIM63 genes, which could be associated to altered gene function. Taken together, these results provide information about candidate genes, metabolic pathways and genetic polymorphisms potentially involved in phenotypic differences between IB and IBxDU pigs associated to meat quality and production traits.
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Affiliation(s)
- Miriam Ayuso
- Departamento de Producción Animal, Facultad de Veterinaria, Universidad Complutense, Madrid, Spain
| | | | - Yolanda Núñez
- Departamento de Mejora Genética Animal, INIA, Madrid, Spain
| | - Rita Benítez
- Departamento de Mejora Genética Animal, INIA, Madrid, Spain
| | - Beatriz Isabel
- Departamento de Producción Animal, Facultad de Veterinaria, Universidad Complutense, Madrid, Spain
| | | | | | - Ana Isabel Rey
- Departamento de Producción Animal, Facultad de Veterinaria, Universidad Complutense, Madrid, Spain
| | - Juan F. Medrano
- Department of Animal Science, University of California Davis, Davis, California, United States of America
| | - Ángela Cánovas
- Department of Animal Science, University of California Davis, Davis, California, United States of America
| | | | - Clemente López-Bote
- Departamento de Producción Animal, Facultad de Veterinaria, Universidad Complutense, Madrid, Spain
| | - Cristina Ovilo
- Departamento de Mejora Genética Animal, INIA, Madrid, Spain
- * E-mail:
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Yeo S, An KS, Hong YM, Choi YG, Rosen B, Kim SH, Lim S. Neuroprotective changes in degeneration-related gene expression in the substantia nigra following acupuncture in an MPTP mouse model of Parkinsonism: Microarray analysis. Genet Mol Biol 2015; 38:115-27. [PMID: 25983633 PMCID: PMC4415566 DOI: 10.1590/s1415-475738120140137] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2014] [Accepted: 09/17/2014] [Indexed: 01/12/2023] Open
Abstract
Parkinson's disease (PD) is a neurodegenerative disorder characterized by the death of dopamine-generating cells in the substantia nigra (SN). Acupuncture stimulation results in an enhanced survival of dopaminergic neurons in the SN in Parkinsonism animal models. The present study investigated changes in gene expression profiles measured using whole transcript array in the SN region related to the inhibitory effects of acupuncture in a chronic 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) Parkinsonism model. In this model, acupuncture stimulation at GB34 and LR3 attenuated the decrease in tyrosine hydroxylase in the SN region; stimulation at non-acupoints did not suppress this decrease. Gene array analysis revealed that 22 (10 annotated genes: Cdh1, Itih2, Mpzl2, Rdh9, Serping1, Slc6a13, Slc6a20a, Slc6a4, Tph2, and Ucma) probes that were up-regulated in MPTP animals relative to controls were exclusively down-regulated by acupuncture stimulation. In addition, 17 (two annotated genes: 4921530L21Rik and Gm13931) probes that were down-regulated in MPTP animals compared to controls were exclusively up-regulated by acupuncture stimulation. These findings indicate that the 39 probes (12 annotated genes) affected by MPTP and acupuncture may be responsible for the inhibitory effects of acupuncture on degeneration-related gene expression in the SN following damage induced by MPTP intoxication.
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Affiliation(s)
- Sujung Yeo
- Research Group of Pain and Neuroscience, WHO Collaborating Center for
Traditional Medicine, East-West Medical Research Institute, Kyung Hee University, Seoul,
Republic of Korea
- Department of Basic Korean Medical Science, College of Korean Medicine,
Kyung Hee University, Seoul, Republic of Korea
| | - Keon Sang An
- Department of Basic Korean Medical Science, College of Korean Medicine,
Kyung Hee University, Seoul, Republic of Korea
| | - Yeon-Mi Hong
- Research Group of Pain and Neuroscience, WHO Collaborating Center for
Traditional Medicine, East-West Medical Research Institute, Kyung Hee University, Seoul,
Republic of Korea
- Department of Basic Korean Medical Science, College of Korean Medicine,
Kyung Hee University, Seoul, Republic of Korea
| | - Yeong-Gon Choi
- Research Group of Pain and Neuroscience, WHO Collaborating Center for
Traditional Medicine, East-West Medical Research Institute, Kyung Hee University, Seoul,
Republic of Korea
- Department of Basic Korean Medical Science, College of Korean Medicine,
Kyung Hee University, Seoul, Republic of Korea
| | - Bruce Rosen
- Department of Basic Korean Medical Science, College of Korean Medicine,
Kyung Hee University, Seoul, Republic of Korea
- Department of Radiology, Athinoula A. Martinos Center for Biomedical
Imaging, Massachusetts General Hospital, Harvard Medical School, Boston,
USA
| | - Sung-Hoon Kim
- Department of Basic Korean Medical Science, College of Korean Medicine,
Kyung Hee University, Seoul, Republic of Korea
| | - Sabina Lim
- Research Group of Pain and Neuroscience, WHO Collaborating Center for
Traditional Medicine, East-West Medical Research Institute, Kyung Hee University, Seoul,
Republic of Korea
- Department of Basic Korean Medical Science, College of Korean Medicine,
Kyung Hee University, Seoul, Republic of Korea
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Abstract
Human securin, also known as human pituitary tumor-transforming gene 1 (pttg1), plays a key role in cell-cycle regulation. Two homologous genes, pttg2 and pttg3, have been identified although very little is known about their physiological function. In this study, we aimed at the characterization of these two pttg1 homologs. Real-time PCR analysis using specific probes demonstrated that Pttg2 is expressed at very low levels in various cell lines and tissues whereas Pttg3 was largely undetectable. We focused on the study of Pttg2 and found that, unlike PTTG1, PTTG2 lacks transactivation activity and does not bind to separase, making improbable a role in the control of sister chromatids separation. To further investigate the biological role of pttg2, we used short hairpin RNA inhibition of Pttg2 and found that cells with reduced Pttg2 levels assumed a rounded morphology compatible with a defect in cell adhesion and died by apoptosis in a p53- and p21-dependent manner. Using microarray technology, we generated a gene expression profile of Pttg2-depleted cells versus wild-type cells and found that knockdown of PTTG2 results in concomitant downregulation of E-cadherin and elevated vimentin levels, consistent with EMT induction. The observation of aberrant cellular behaviors in Pttg2-silenced cells reveals functions for pttg2 in cell adhesion and provides insights into a potential role in cell invasion.
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Yeo S, Choi YG, Hong YM, Lim S. Neuroprotective changes of thalamic degeneration-related gene expression by acupuncture in an MPTP mouse model of parkinsonism: microarray analysis. Gene 2012; 515:329-38. [PMID: 23235115 DOI: 10.1016/j.gene.2012.12.002] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2012] [Revised: 10/12/2012] [Accepted: 12/02/2012] [Indexed: 01/18/2023]
Abstract
Acupuncture stimulations at GB34 and LR3 inhibit the reduction of tyrosine hydroxylase in the nigrostriatal dopaminergic neurons in the parkinsonism animal models. Especially, behavioral tests showed that acupuncture stimulations improved the motor dysfunction in a previous study by almost 87.7%. The thalamus is a crucial area for the motor circuit and has been identified as one of the most markedly damaged areas in Parkinson's disease (PD), so acupuncture stimulations might also have an effect on the thalamic damage. In this study, gene expression changes following acupuncture at the acupoints were investigated in the thalamus of a 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP)-induced parkinsonism model using a whole transcript array. It was confirmed that acupuncture at these acupoints could inhibit the decrease of tyrosine hydroxylase in the thalamic regions of the MPTP model, while acupuncture at the non-acupoints could not suppress this decrease by its level shown in the acupoints. GeneChip gene array analysis showed that 18 (5 annotated genes: Dnase1l2, Dusp4, Mafg, Ndph and Pgm5) of the probes down-regulated in MPTP, as compared to the control, were exclusively up-regulated by acupuncture at the acupoints, but not at the non-acupoints. In addition, 14 (3 annotated genes; Serinc2, Sp2 and Ucp2) of the probes up-regulated in MPTP, as compared to the control, were exclusively down-regulated by acupuncture at the acupoints, but not at the non-acupoints. The expression levels of the representative genes in the microarray were validated by real-time RT-PCR. These results suggest that the 32 probes (8 annotated genes) which are affected by MPTP and acupuncture may be responsible for exerting the inhibitory effect of acupuncture in the thalamus which can be damaged by MPTP intoxication.
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Affiliation(s)
- Sujung Yeo
- Research Group of Pain and Neuroscience, WHO Collaborating Center for Traditional Medicine, East-West Medical Research Institute, Kyung Hee University, Seoul, Republic of Korea
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Choi YG, Seok YH, Yeo S, Jeong MY, Lim S. Protective changes of inflammation-related gene expression by the leaves of Eriobotrya japonica in the LPS-stimulated human gingival fibroblast: microarray analysis. JOURNAL OF ETHNOPHARMACOLOGY 2011; 135:636-645. [PMID: 21473904 DOI: 10.1016/j.jep.2011.03.066] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2010] [Revised: 03/18/2011] [Accepted: 03/29/2011] [Indexed: 05/30/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE The leaf of Eriobotrya japonica (Ej) has been used for a long time as an oriental medicine to treat pulmonary inflammatory diseases. This study investigated the gene expression changes by lipopolysaccharide (LPS) stimulation in the cultured human gingival fibroblast and the anti-inflammatory changes of the genes by the leaves of Ej when challenged with LPS using a microarray chip. MATERIALS AND METHODS A whole transcript genechip (Affymetrix genechip human gene 1.0 ST array) was used. The expression patterns of the significant genes were confirmed by real-time RT-PCR analysis. RESULTS The gene array analysis showed that 60 of the 325 genes up-regulated by the LPS when compared to the control were down-regulated by the Ej treatment. Of these 60 genes, the inflammation- and immune response-related genes were especially noted, which indicates that Ej inhibits the induction of the inflammation through LPS stimulation. In addition, 78 of the 158 genes down-regulated by the LPS when compared to the control were up-regulated by the Ej treatment. The regulatory patterns of the representative genes in the real-time RT-PCR correlated with those of the genes shown in the microarray. The Ej extract also inhibited the production of IL-6, TNF-α, and nitrite in the LPS-stimulated cells. CONCLUSIONS This study showed that the extract of Ej leaves could be used to inhibit the activation of a wide variety of the inflammation-related genes and the inflammatory mediators. It is suggested that the extract of Ej leaves may be applied to alleviate the inflammation of periodontal diseases.
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Affiliation(s)
- Yeong-Gon Choi
- Research Group of Pain and Neuroscience, WHO Collaborating Center for Traditional Medicine, East-West Medical Research Institute, Kyung Hee University, Seoul 130-701, Republic of Korea
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Choi YG, Yeo S, Hong YM, Kim SH, Lim S. Changes of gene expression profiles in the cervical spinal cord by acupuncture in an MPTP-intoxicated mouse model: microarray analysis. Gene 2011; 481:7-16. [PMID: 21440609 DOI: 10.1016/j.gene.2011.03.006] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2011] [Accepted: 03/14/2011] [Indexed: 01/14/2023]
Abstract
It has been shown that acupuncture at acupoints GB34 and LR3 inhibits the degeneration of nigrostriatal neurons in a 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) mouse model of Parkinson's disease. The degeneration of spinal cord was reported to be induced in the MPTP-treated pre-symptomatic mouse. In this study, the gene expression profile changes following acupuncture at the acupoints were investigated in the cervical spinal cord of an MPTP-induced parkinsonism model using a whole transcript array (Affymetrix GeneChip mouse gene 1.0 ST array). It was shown that 8 of the probes up-regulated in MPTP, as compared to the control, were down-regulated after acupuncture at the acupoints. Of these 8 probes, 6 probes (4 annotated genes in 6 probes: Ctla2a, EG383229, Ppbp and Ube2l6) were exclusively down-regulated by acupuncture at the specific acupoints except for 2 probes as these 2 probes were commonly down-regulated by acupuncture at both the acupoints and the non-acupoints. In addition, 11 of the probes down-regulated in MPTP, as compared to the control, were up-regulated by acupuncture at the acupoints. Of these 11 probes, 10 probes (5 annotated genes in 10 probes: EG665033, ENSMUSG00000055323, Obox6, Pbp2 and Tmem150) were exclusively up-regulated by acupuncture at the specific acupoints except for the Fut11 because the Fut11 was commonly up-regulated by acupuncture at both the acupoints and the non-acupoints. The expression levels of the representative genes in the microarray were validated by real-time RT-PCR. These data suggest that the expression of these exclusively regulated 16 probes (9 genes) may be, at least in part, affected by acupuncture at the acupoints in the cervical spinal cord which can be damaged by MPTP intoxication.
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Affiliation(s)
- Yeong-Gon Choi
- Research Group of Pain and Neuroscience, WHO Collaborating Center for Traditional Medicine, East-West Medical Research Institute, Kyung Hee University, Seoul, Republic of Korea
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Neuroprotective changes of striatal degeneration-related gene expression by acupuncture in an MPTP mouse model of Parkinsonism: microarray analysis. Cell Mol Neurobiol 2010; 31:377-91. [PMID: 21107677 DOI: 10.1007/s10571-010-9629-2] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2010] [Accepted: 11/02/2010] [Indexed: 01/02/2023]
Abstract
Acupuncture at acupoints GB34 and LR3 has been reported to inhibit nigrostriatal degeneration in Parkinsonism models, yet the genes related to this preventive effect of acupuncture on the nigrostriatal dopaminergic system remain elusive. This study investigated gene expression profile changes in the striatal region of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP)-induced Parkinsonism models after acupuncture at the acupoints GB34 and LR3 using a whole transcript genechip microarray (Affymetrix genechip mouse gene 1.0 ST array). It was confirmed that acupuncture at these acupoints could inhibit the decrease of tyrosine hydroxylase and dopamine transporter in the nigrostriatal region of the MPTP model while acupuncture at the non-acupoints could not counteract this decrease. Genechip gene array analysis (fold change cutoff 1.3 and P < 0.05) showed that 12 of the 69 probes up-regulated in MPTP when compared to the control were down-regulated by acupuncture at the acupoints. Of these 12 probes, 11 probes (nine annotated genes) were exclusively down-regulated by acupuncture only at the acupoints; the Gfral gene was excluded because it was commonly down-regulated by acupuncture at both the acupoints and the non-acupoints. In addition, 28 of the 189 probes down-regulated in MPTP when compared to the control were up-regulated by acupuncture at the acupoints. Of these 28 probes, 19 probes (seven annotated genes) were exclusively up-regulated by acupuncture only at the acupoints while nine probes were commonly up-regulated by acupuncture at both the acupoints and the non-acupoints. The regulation patterns of representative genes in real-time RT-PCR correlated with those of the genes in the microarray. These results suggest that the 30 probes (16 annotated genes), which are affected by MPTP and acupuncture only at the acupoints, are responsible for exerting in the striatal regions the inhibitory effect of acupuncture at the acupoints on MPTP-induced striatal degeneration.
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