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Liu X, Wang K, Si T, Zhang X, Cosci F, Gao K, Wang H. The role of 15 mA and 77.5 Hz transcranial alternating current stimulation in blood pressure regulation: A post hoc analysis of a randomized controlled trial. J Affect Disord 2025; 374:91-98. [PMID: 39798713 DOI: 10.1016/j.jad.2025.01.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Revised: 12/29/2024] [Accepted: 01/07/2025] [Indexed: 01/15/2025]
Abstract
BACKGROUND Transcranial alternating current stimulation (tACS) at 77.5 Hz and 15 mA, targeting the forehead and mastoid areas, has proven efficacious in patients with major depressive disorder (MDD) by simultaneously stimulating multiple brain nuclei and regions, many of which are critical for blood pressure regulation. This post hoc analysis aimed to assess the potential blood pressure-lowering effects of 77.5 Hz, 15 mA tACS in first-episode drug-naive MDD patients with normotension. METHODS Data from a previous randomized controlled trial (RCT) involving first-episode drug-naive MDD patients were analyzed. Participants underwent 20 sessions of either active tACS or sham stimulation. Vital signs, including systolic blood pressure (SBP) and diastolic blood pressure (DBP), were measured at baseline, after treatment (Week 4), and at follow-up (Week 8). Multivariate linear regression and Generalized Estimating Equations (GEE) models were used to evaluate the effects of the treatment on blood pressure. RESULTS Totally 68 participants were analysis (33 in the sham group and 35 in the active group). By Week 4, the active tACS group exhibited a significant reduction in both SBP and DBP compared to the sham group (coefficient - 2.04, 95 % CI -3.01 to -1.07, p < 0.001 on SBP, and coefficient - 1.92, 95 % CI -2.69 to -1.18, p < 0.001 on DBP). CONCLUSIONS tACS at 77.5 Hz and 15 mA can effectively reduce SBP and DBP in first-episode drug-naive depressive individuals with normotension, with greater reductions observed in those with higher baseline levels.
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Affiliation(s)
- Xiaolei Liu
- Division of Neuropsychiatry and Psychosomatics, Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing Psychosomatic Disease Consultation Center, National Center for Neurological Disorders, National Clinical Research Center for Geriatric Diseases, Beijing, China; Department of Neurology, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Kun Wang
- Division of Neuropsychiatry and Psychosomatics, Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing Psychosomatic Disease Consultation Center, National Center for Neurological Disorders, National Clinical Research Center for Geriatric Diseases, Beijing, China; Department of Neurology, Beijing Puren Hospital, Beijing, China
| | - Tianmei Si
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Xiangyang Zhang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
| | - Fiammetta Cosci
- Department of Health Sciences, University of Florence, Florence, Italy
| | - Keming Gao
- Department of Psychiatry, Case Western Reserve University, School of Medicine, Cleveland, OH, USA
| | - Hongxing Wang
- Division of Neuropsychiatry and Psychosomatics, Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing Psychosomatic Disease Consultation Center, National Center for Neurological Disorders, National Clinical Research Center for Geriatric Diseases, Beijing, China.
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2
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Li L, Wu Z, Guarracino A, Villani F, Kong D, Mancieri A, Zhang A, Saba L, Chen H, Brozka H, Vales K, Senko AN, Kempermann G, Stuchlik A, Pravenec M, Lechner J, Prins P, Mathur R, Lu L, Yang K, Peng J, Williams RW, Wang X. Genetic modulation of protein expression in rat brain. iScience 2025; 28:112079. [PMID: 40124499 PMCID: PMC11930185 DOI: 10.1016/j.isci.2025.112079] [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: 02/12/2024] [Revised: 09/05/2024] [Accepted: 02/18/2025] [Indexed: 03/25/2025] Open
Abstract
Genetic variations in protein expression are implicated in a broad spectrum of common diseases and complex traits but remain less explored compared to mRNA and classical phenotypes. This study systematically analyzed brain proteomes in a rat family using tandem mass tag (TMT)-based quantitative mass spectrometry. We quantified 8,119 proteins across two parental strains (SHR/Olalpcv and BN-Lx/Cub) and 29 HXB/BXH recombinant inbred (RI) strains, identifying 597 proteins with differential expression and 464 proteins linked to cis-acting quantitative trait loci (pQTLs). Proteogenomics identified 95 variant peptides, and sex-specific analyses revealed both shared and distinct cis-pQTLs. We improved the ability to pinpoint candidate genes underlying pQTLs by utilizing the rat pangenome and explored the connections between pQTLs in rats and human disorders. Collectively, this study highlights the value of large proteo-genetic datasets in elucidating protein modulation in the brain and its links to complex central nervous system (CNS) traits.
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Affiliation(s)
- Ling Li
- Department of Neurology, University of Tennessee Health Science Center, Memphis, TN 38163, USA
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Zhiping Wu
- Department of Structural Biology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Andrea Guarracino
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, TN 38163, USA
- Human Technopole, Viale Rita Levi-Montalcini, 20157 Milan, Italy
| | - Flavia Villani
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Dehui Kong
- Department of Neurology, University of Tennessee Health Science Center, Memphis, TN 38163, USA
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Ariana Mancieri
- Department of Structural Biology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Aijun Zhang
- Department of Neurology, University of Tennessee Health Science Center, Memphis, TN 38163, USA
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Laura Saba
- Department of Pharmaceutical Sciences, University of Colorado Denver, Aurora, CO 80045, USA
| | - Hao Chen
- Department of Pharmacology, Addiction Science, and Toxicology, University of Tennessee Health Science Center, Memphis, TN 38103, USA
| | - Hana Brozka
- Institute of Physiology of the Czech Academy of Sciences, Prague 14200, Czech Republic
| | - Karel Vales
- Institute of Physiology of the Czech Academy of Sciences, Prague 14200, Czech Republic
| | - Anna N. Senko
- Genomics of Regeneration of the Central Nervous System, Center for Regenerative Therapies Dresden, Dresden University of Technology, 01307 Dresden, Germany
| | - Gerd Kempermann
- Genomics of Regeneration of the Central Nervous System, Center for Regenerative Therapies Dresden, Dresden University of Technology, 01307 Dresden, Germany
| | - Ales Stuchlik
- Institute of Physiology of the Czech Academy of Sciences, Prague 14200, Czech Republic
| | - Michal Pravenec
- Institute of Physiology of the Czech Academy of Sciences, Prague 14200, Czech Republic
| | - Joseph Lechner
- Department of Pediatrics and the Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN 46202, USA
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Pjotr Prins
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Ramkumar Mathur
- Department of Geriatrics, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, ND 58202, USA
| | - Lu Lu
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Kai Yang
- Department of Pediatrics and the Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN 46202, USA
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Junmin Peng
- Department of Structural Biology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Robert W. Williams
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Xusheng Wang
- Department of Neurology, University of Tennessee Health Science Center, Memphis, TN 38163, USA
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, TN 38163, USA
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3
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Li YY, Liu JP, Shi SF, Yang KZ, Gong Y, Sun J, Xie Q, Wu XL, Liu QG, Xu M. Acupuncture with twirling reinforcing and reducing manipulation shows a control of hypertension and regulation of blood pressure-related target brain regions in spontaneously hypertensive rat: a preliminary resting-state functional MRI study. Front Neurosci 2023; 17:1161578. [PMID: 37304030 PMCID: PMC10250630 DOI: 10.3389/fnins.2023.1161578] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 05/10/2023] [Indexed: 06/13/2023] Open
Abstract
Aim To observe the effects of acupuncture manipulations on blood pressure and brain function in spontaneously hypertensive rats and elucidate the anti-hypertensive effect of the manipulations' central mechanism. Methods This study used acupuncture twirling reinforcing, acupuncture twirling reducing, and acupuncture twirling uniform reinforcing-reducing manipulations to act on the bilateral TaiChong point of rats. The depth of acupuncture was 1.5-2 mm, and twisting was performed at a frequency of 60 times/min within ±360° for 3 min, followed by the needle being retained for 17 min. Functional magnetic resonance imaging was performed at the end of the intervention. Regional homogeneity and amplitude of low-frequency fluctuations were used to assess the differences in brain regions in each group of rats, and the core brain region (left hypothalamus) among the differential brain regions was selected as the seed for functional connectivity analysis. Results (1) The anti-hypertensive effect was achieved by acupuncture manipulations, and the anti-hypertensive effect of twirling reducing manipulation on spontaneously hypertensive rats was better than that of twirling uniform reinforcing-reducing and twirling reinforcing manipulations. (2) After regional homogeneity and amplitude of low-frequency fluctuations analyses, the hypothalamus, the brain region related to blood pressure, was activated in the twirling uniform reinforcing-reducing manipulation group; the corpus callosum and cerebellum were activated in the twirling reinforcing manipulation group; and the hypothalamus, olfactory bulb, corpus callosum, brainstem, globus pallidum, and striatum were activated in the twirling reducing manipulation group. (3) According to the functional connectivity analysis, different acupuncture manipulations increased the functional connections between seed points and the brainstem, olfactory bulb, and cerebellum, etc. Conclusion These results suggest that acupuncture manipulations achieved the hypotensive effect and the twirling reducing manipulation had a better hypotensive effect on spontaneously hypertensive rats than twirling uniform reinforcing-reducing and twirling reinforcing manipulations; the central mechanism of the anti-hypertensive effect of twirling reinforcing and reducing manipulation may be related to the activation of brain regions associated with blood pressure regulation and the functional connections between them. Furthermore, brain regions involved in motor control, cognition, and hearing were also activated. We hypothesize that activation of these brain regions may help prevent or mitigate the onset and progression of hypertensive brain damage.
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Affiliation(s)
- Yin-Yin Li
- School of Acupuncture-Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Ji-Peng Liu
- School of Acupuncture-Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Shu-Feng Shi
- Department of Tuina, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, China
| | - Ke-Zhen Yang
- School of Acupuncture-Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Yu Gong
- School of Acupuncture-Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Jiao Sun
- School of Acupuncture-Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Qi Xie
- School of Acupuncture-Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Xiao-Li Wu
- School of Acupuncture-Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Qing-Guo Liu
- School of Acupuncture-Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Meng Xu
- Department of Tuina, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, China
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4
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Zhou M, Zhao W, Xue W, Liu J, Yu Z. Potential antihypertensive mechanism of egg white-derived peptide QIGLF revealed by proteomic analysis. Int J Biol Macromol 2022; 218:439-446. [PMID: 35878667 DOI: 10.1016/j.ijbiomac.2022.07.149] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 07/05/2022] [Accepted: 07/19/2022] [Indexed: 02/06/2023]
Abstract
Previous work has shown that egg white-derived peptide QIGLF has significant in vivo antihypertensive activity. This study aimed to clarify the antihypertensive mechanisms of QIGLF on spontaneously hypertensive rats (SHRs) by a serum proteomic approach. Here, the tandem mass tag (TMT) quantitative proteomic was performed to discover serum protein changes in SHRs with QIGLF. As a result, SHRs with 4 weeks of QIGLF treatment have distinct serum protein expression profiles by principal component and Pearson's correlation coefficient analysis. Based on Gene Ontology (GO) annotation, oxygen transport and organelle fusion were found to be a regulated major biological process. Besides, aldosterone regulated sodium reabsorption, mitophagy, gap junction, and tight junction were significantly regulated based on the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. QIGLF might exert antihypertensive effects in the SHRs by inhibiting Na+ reabsorption and oxidative stress, restoring gap junction and tight junction.
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Affiliation(s)
- Mingjie Zhou
- School of Food Science and Engineering, Hainan University, Haikou 570228, PR China; College of Food Science and Engineering, Bohai University, Jinzhou 121013, PR China
| | - Wenzhu Zhao
- School of Food Science and Engineering, Hainan University, Haikou 570228, PR China
| | - Wenjun Xue
- College of Food Science and Engineering, Bohai University, Jinzhou 121013, PR China
| | - Jingbo Liu
- Lab of Nutrition and Functional Food, Jilin University, Changchun 130062, PR China
| | - Zhipeng Yu
- School of Food Science and Engineering, Hainan University, Haikou 570228, PR China.
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5
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Brain Bioenergetics in Chronic Hypertension: Risk Factor for Acute Ischemic Stroke. Biochem Pharmacol 2022; 205:115260. [PMID: 36179931 DOI: 10.1016/j.bcp.2022.115260] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 09/13/2022] [Accepted: 09/14/2022] [Indexed: 11/23/2022]
Abstract
Chronic hypertension is one of the key modifiable risk factors for acute ischemic stroke, also contributing to determine greater neurological deficits and worse functional outcome when an acute cerebrovascular event would occur. A tight relationship exists between cerebrovascular autoregulation, neuronal activity and brain bioenergetics. In chronic hypertension, progressive adaptations of these processes occur as an attempt to cope with the demanding necessity of brain functions, creating a new steady-state homeostatic condition. However, these adaptive modifications are insufficient to grant an adequate response to possible pathological perturbations of the established fragile hemodynamic and metabolic homeostasis. In this narrative review, we will discuss the main mechanisms by which alterations in brain bioenergetics and mitochondrial function in chronic hypertension could lead to increased risk of acute ischemic stroke, stressing the interconnections between hemodynamic factors (i.e. cerebral autoregulation and neurovascular coupling) and metabolic processes. Both experimental and clinical pieces of evidence will be discussed. Moreover, the potential role of mitochondrial dysfunction in determining, or at least sustaining, the pathogenesis and progression of chronic neurogenic hypertension will be considered. In the perspective of novel therapeutic strategies aiming at improving brain bioenergetics, we propose some determinant factors to consider in future studies focused on the cause-effect relationships between chronic hypertension and brain bioenergetic abnormalities (and vice versa), so to help translational research in this so-far unfilled gap.
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6
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Bastrup JA, Aalkjær C, Jepps TA. Identification of novel proteins and mechanistic pathways associated with early-onset hypertension by deep proteomic mapping of resistance arteries. J Biol Chem 2021; 298:101512. [PMID: 34929167 PMCID: PMC8760518 DOI: 10.1016/j.jbc.2021.101512] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Revised: 12/14/2021] [Accepted: 12/16/2021] [Indexed: 12/17/2022] Open
Abstract
Resistance arteries are small blood vessels that create resistance to blood flow. In hypertension, resistance arteries undergo remodeling, affecting their ability to contract and relax appropriately. To date, no study has mapped the hypertension-related proteomic changes in resistance arteries. Using a novel data-independent acquisition–mass spectrometry (DIA-MS) approach, we determined the proteomic changes in small mesenteric and renal arteries in pre- and early-onset hypertension from the spontaneously hypertensive rat (SHR) model, which represents human primary hypertension. Compared with normotensive controls, mesenteric arteries from 12-week-old SHRs had 286 proteins that were significantly up- or downregulated, whereas 52 proteins were identified as up- or downregulated in mesenteric arteries from 6-week-old SHRs. Of these proteins, 18 were also similarly regulated in SHR renal arteries. Our pathway analyses reveal several novel pathways in the pathogenesis of hypertension. Finally, using a matrisome database, we identified 38 altered extracellular-matrix-associated proteins, many of which have never previously been associated with hypertension. Taken together, this study reveals novel proteins and mechanisms that are associated with early-onset hypertension, thereby providing novel insights into disease progression.
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Affiliation(s)
- Joakim A Bastrup
- Vascular Biology Group, Department of Biomedical Sciences, University of Copenhagen, Denmark
| | - Christian Aalkjær
- Vascular Biology Group, Department of Biomedical Sciences, University of Copenhagen, Denmark; Department of Biomedicine, Aarhus University, Denmark
| | - Thomas A Jepps
- Vascular Biology Group, Department of Biomedical Sciences, University of Copenhagen, Denmark.
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7
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Jiang CH, Lin PF, Chen FC, Chen JY, Xie WJ, Li M, Hu XJ, Chen WL, Cheng Y, Lin XX. Metabolic Profiling Revealed Prediction Biomarkers for Infantile Hemangioma in Umbilical Cord Blood Sera: A Prospective Study. J Proteome Res 2021; 21:822-832. [PMID: 34319108 DOI: 10.1021/acs.jproteome.1c00430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Infantile hemangioma (IH), the most common benign tumor in infancy, mostly arises and has rapid growth before 3 months of age. Because irreversible skin changes occur in the early proliferative stage, early medical treatment is essential to reduce the permanent sequelae caused by IH. Yet there are still no early screening biomarkers for IH before its visible emergence. This study aimed to explore prediction biomarkers using noninvasive umbilical cord blood (UCB). A prospective study of the metabolic profiling approach was performed on UCB sera from 28 infants with IH and 132 matched healthy controls from a UCB population comprising over 1500 infants (PeptideAtlas: PASS01675) using liquid chromatography-mass spectrometry. The metabolic profiling results exhibited the characteristic metabolic aberrance of IH. Machine learning suggested a panel of biomarkers to predict the occurrence of IH, with the area under curve (AUC) values in the receiver operating characteristic analysis all >0.943. Phenylacetic acid had potential to predict infants with large IH (diameter >2 cm) from those with small IH (diameter <2 cm), with an AUC of 0.756. The novel biomarkers in noninvasive UCB sera for predicting IH before its emergence might lead to a revolutionary clinical utility.
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Affiliation(s)
- Cheng-Hong Jiang
- Department of Plastic Surgery, Fujian Medical University Union Hospital, Fuzhou 350001, China.,Department of Plastic Surgery and Regenerative Medicine Institute, Fujian Medical University, Fuzhou 35001, China.,Tissue and Organ Regeneration Engineering Center of Fujian Higher Education, Fuzhou 350001, China
| | - Peng-Fei Lin
- Department of Plastic Surgery, Fujian Medical University Union Hospital, Fuzhou 350001, China
| | - Fa-Chun Chen
- Department of Plastic Surgery, Fujian Medical University Union Hospital, Fuzhou 350001, China
| | - Jia-Yao Chen
- Department of Plastic Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou 51000, China
| | - Wen-Jun Xie
- Department of Plastic Surgery, Fujian Medical University Union Hospital, Fuzhou 350001, China
| | - Ming Li
- Department of Plastic Surgery, Fujian Medical University Union Hospital, Fuzhou 350001, China
| | - Xiao-Jie Hu
- Department of Plastic and Reconstruction Surgery, School of Medicine, Shanghai Ninth People's Hospital Affiliated to Shanghai Jiao Tong University, Shanghai 200010, China
| | - Wen-Lian Chen
- Cancer Institute, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China
| | - Yu Cheng
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China.,School of Pharmacy, Shanghai Jiao Tong University Shanghai, 200240, China
| | - Xiao-Xi Lin
- Department of Plastic and Reconstruction Surgery, School of Medicine, Shanghai Ninth People's Hospital Affiliated to Shanghai Jiao Tong University, Shanghai 200010, China
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8
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Zhou W, Zhu B, Kou F, Qi S, Lv C, Cheng Y, Wei H. Targeted Metabolic Profiling and PRM Analysis of Proteins Revealed Impaired Polyunsaturated Fatty Acid Metabolism and GTP Metabolism in the Brainstem of Spontaneously Hypertensive Rats. J Proteome Res 2021; 20:3305-3314. [PMID: 33999640 DOI: 10.1021/acs.jproteome.1c00208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
An untargeted multi-omics study implicated the potential dysregulation of fatty acid, nucleotide, and energy metabolism in the brainstems of spontaneously hypertensive rats (SHRs). A further quantitative exploration of the alterations in the metabolic pathways is necessary for a deep understanding of the central nervous system in SHRs. Targeted metabolic profiling of 40 fatty acids (PeptideAtlas: PASS01671) and 32 metabolites of nucleotides and energy metabolism (PeptideAtlas: PASS01672) and parallel reaction monitoring analysis of 5 proteins (PeptideAtlas: PASS01673) were performed on the brainstems of SHRs (n = 8, 11 weeks old) and normotensive Wistar rats (n = 8, age-matched) using gas chromatography-mass spectrometry (GC-MS) and liquid chromatography-tandem MS. The targeted profiling results of metabolites and proteins revealed decreased polyunsaturated fatty acid (PUFA) synthesis with a significant downregulation of cis-11,14-eicosadienoic acid, cis-13,16-docosadienoic acid, and docosatetraenoate and impaired PUFA oxidation with the accumulation of γ-linolenate induced by the significantly downregulated expression of 2,4-dienoyl-CoA reductase (p < 0.05). Dysregulated GTP and ATP metabolism was observed, with significantly decreased GDP and ADP (p < 0.05) correlated with reduced GTPases of guanine nucleotide-binding protein subunit beta-1 (GNB1), transforming protein RhoA (RHOA), and Rho-related GTP-binding protein RhoB (RHOB) in the brainstem of SHRs. In addition, protein-arginine deiminase type-2 was significantly reduced in the brainstems of SHRs (p < 0.05). The aberrant PUFA and energy metabolism might help to explain the alterations in the brainstem of SHRs. The findings on both metabolites and proteins could provide systemic insights into the pathology basis of altered PUFA and energy metabolism in hypertension, especially in the central nervous system.
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Affiliation(s)
- Wenbin Zhou
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China.,Shanghai Zhulian Intelligent Technology Ltd. Co., Shanghai 201323, China
| | - Bangjie Zhu
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China.,School of Pharmacy, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Fang Kou
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Shenglan Qi
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Chunming Lv
- Shanghai Zhulian Intelligent Technology Ltd. Co., Shanghai 201323, China
| | - Yu Cheng
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China.,School of Pharmacy, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Hai Wei
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
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9
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Shi Y, Ding D, Liu L, Li Z, Zuo L, Zhou L, Du Q, Jing Z, Zhang X, Sun Z. Integrative Analysis of Metabolomic and Transcriptomic Data Reveals Metabolic Alterations in Glioma Patients. J Proteome Res 2021; 20:2206-2215. [PMID: 33764076 DOI: 10.1021/acs.jproteome.0c00697] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Glioma is a malignant brain tumor. There is growing evidence that its progression involves altered metabolism. This study's objective was to understand how those metabolic perturbations were manifested in plasma and urine. Metabolic signatures in blood and urine were characterized by liquid chromatography-tandem mass spectrometry. The results were linked to gene expression using data from the Gene Expression Omnibus database. Genes and pathways associated with the disease were thus identified. Forty metabolites were identified, which were differentially expressed in the plasma of glioma patients, and 61 were identified in their urine. Twenty-two metabolites and five disturbed pathways were found both in plasma and urine. Twelve metabolites in plasma and three in urine exhibited good diagnostic potential for glioma. Transcriptomic analyses revealed specific changes in the expression of 1437 genes associated with glioma. Seventeen differentially expressed genes were found to be correlated with four of the metabolites. Enrichment analysis indicated that dysregulation of glutamatergic synapse pathway might affect the pathology of glioma. Integration of metabolomics with transcriptomics can provide both a broad picture of novel cancer signatures and preliminary information about the molecular perturbations underlying glioma. These results may suggest promising targets for developing effective therapies.
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Affiliation(s)
- Yingying Shi
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Engineering Research Center of Clinical Mass Spectrometry for Precision Medicine, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China
| | - Daling Ding
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China
| | - Liwei Liu
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Engineering Research Center of Clinical Mass Spectrometry for Precision Medicine, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China
| | - Zhuolun Li
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Engineering Research Center of Clinical Mass Spectrometry for Precision Medicine, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China
| | - Lihua Zuo
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Engineering Research Center of Clinical Mass Spectrometry for Precision Medicine, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China
| | - Lin Zhou
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Engineering Research Center of Clinical Mass Spectrometry for Precision Medicine, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China
| | - Qiuzheng Du
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Engineering Research Center of Clinical Mass Spectrometry for Precision Medicine, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China
| | - Ziwei Jing
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Engineering Research Center of Clinical Mass Spectrometry for Precision Medicine, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China
| | - Xiaojian Zhang
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Engineering Research Center of Clinical Mass Spectrometry for Precision Medicine, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China
| | - Zhi Sun
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China.,Henan Engineering Research Center of Clinical Mass Spectrometry for Precision Medicine, Zhengzhou University, Zhengzhou, Henan Province 450052, P. R. China
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