1
|
Balashova E, Trifonova O, Maslov D, Lichtenberg S, Lokhov P, Archakov A. Metabolome profiling in the study of aging processes. BIOMEDITSINSKAYA KHIMIYA 2022; 68:321-338. [DOI: 10.18097/pbmc20226805321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Aging of a living organism is closely related to systemic metabolic changes. But due to the multilevel and network nature of metabolic pathways, it is difficult to understand these connections. Today, this problem is solved using one of the main approaches of metabolomics — untargeted metabolome profiling. The purpose of this publication is to systematize the results of metabolomic studies based on such profiling, both in animal models and in humans.
Collapse
Affiliation(s)
| | | | - D.L. Maslov
- Institute of Biomedical Chemistry, Moscow, Russia
| | | | - P.G. Lokhov
- Institute of Biomedical Chemistry, Moscow, Russia
| | | |
Collapse
|
2
|
Balashova EE, Maslov DL, Trifonova OP, Lokhov PG, Archakov AI. Metabolome Profiling in Aging Studies. BIOLOGY 2022; 11:1570. [PMID: 36358271 PMCID: PMC9687709 DOI: 10.3390/biology11111570] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 10/18/2022] [Accepted: 10/24/2022] [Indexed: 06/07/2024]
Abstract
Organism aging is closely related to systemic metabolic changes. However, due to the multilevel and network nature of metabolic pathways, it is difficult to understand these connections. Today, scientists are trying to solve this problem using one of the main approaches of metabolomics-untargeted metabolome profiling. The purpose of this publication is to review metabolomic studies based on such profiling, both in animal models and in humans. This review describes metabolites that vary significantly across age groups and include carbohydrates, amino acids, carnitines, biogenic amines, and lipids. Metabolic pathways associated with the aging process are also shown, including those associated with amino acid, lipid, and energy metabolism. The presented data reveal the mechanisms of aging and can be used as a basis for monitoring biological age and predicting age-related diseases in the early stages of their development.
Collapse
Affiliation(s)
- Elena E. Balashova
- Institute of Biomedical Chemistry, Pogodinskaya St. 10, 119121 Moscow, Russia
| | | | | | | | | |
Collapse
|
3
|
Postnatal Growth Restriction in Mice Alters Cardiac Protein Composition and Leads to Functional Impairment in Adulthood. Int J Mol Sci 2020; 21:ijms21249459. [PMID: 33322681 PMCID: PMC7763900 DOI: 10.3390/ijms21249459] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 12/09/2020] [Accepted: 12/10/2020] [Indexed: 12/18/2022] Open
Abstract
Postnatal growth restriction (PGR) increases the risk for cardiovascular disease (CVD) in adulthood, yet there is minimal mechanistic rationale for the observed pathology. The purpose of this study was to identify proteomic differences in hearts of growth-restricted and unrestricted mice, and propose mechanisms related to impairment in adulthood. Friend leukemia virus B (FVB) mouse dams were fed a control (CON: 20% protein), or low-protein (LP: 8% protein) isocaloric diet 2 weeks before mating. LP dams produce 20% less milk, inducing growth restriction. At birth (postnatal; PN1), pups born to dams fed the CON diet were switched to LP dams (PGR group) or a different CON dam. At PN21, a sub-cohort of CON (n = 3 males; n = 3 females) and PGR (n = 3 males; n = 3 females) were euthanized and their proteome analyzed by two-dimensional differential in-gel electrophoresis (2D DIGE) and mass spectroscopy. Western blotting and silver nitrate staining confirmed 2D DIGE results. Littermates (CON: n = 4 males and n = 4 females; PGR: n = 4 males and n = 4 females) were weaned to the CON diet. At PN77, echocardiography measured cardiac function. At PN80, hearts were removed for western blotting to determine if differences persisted into adulthood. 2D DIGE and western blot confirmation indicated PGR had reductions in p57kip2, Titin (Ttn), and Collagen (Col). At PN77, PGR had impaired cardiac function as measured by echocardiography. At PN80, western blots of p57kip2 showed protein abundance recovered from PN21. PN80 silver staining of large molecular weight proteins (Ttn and Col) was reduced in PGR. PGR reduces cell cycle activity at PN21, which is recovered in adulthood. However, collagen fiber networks are altered into adulthood.
Collapse
|
4
|
Brábek J, Jakubek M, Vellieux F, Novotný J, Kolář M, Lacina L, Szabo P, Strnadová K, Rösel D, Dvořánková B, Smetana K. Interleukin-6: Molecule in the Intersection of Cancer, Ageing and COVID-19. Int J Mol Sci 2020; 21:ijms21217937. [PMID: 33114676 PMCID: PMC7662856 DOI: 10.3390/ijms21217937] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 10/19/2020] [Accepted: 10/21/2020] [Indexed: 12/12/2022] Open
Abstract
Interleukin-6 (IL-6) is a cytokine with multifaceted effects playing a remarkable role in the initiation of the immune response. The increased level of this cytokine in the elderly seems to be associated with the chronic inflammatory setting of the microenvironment in aged individuals. IL-6 also represents one of the main signals in communication between cancer cells and their non-malignant neighbours within the tumour niche. IL-6 also participates in the development of a premetastatic niche and in the adjustment of the metabolism in terminal-stage patients suffering from a malignant disease. IL-6 is a fundamental factor of the cytokine storm in patients with severe COVID-19, where it is responsible for the fatal outcome of the disease. A better understanding of the role of IL-6 under physiological as well as pathological conditions and the preparation of new strategies for the therapeutic control of the IL-6 axis may help to manage the problems associated with the elderly, cancer, and serious viral infections.
Collapse
Affiliation(s)
- Jan Brábek
- Department of Cell Biology, Faculty of Science, Charles University, 120 00 Prague 2, Czech Republic; (J.B.); (D.R.)
- BIOCEV, Faculty of Science, Charles University, 252 50 Vestec, Czech Republic
- Centre for Tumour Ecology, First Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic; (M.J.); (F.V.); (J.N.); (M.K.); (L.L.); (K.S.); (B.D.)
| | - Milan Jakubek
- Centre for Tumour Ecology, First Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic; (M.J.); (F.V.); (J.N.); (M.K.); (L.L.); (K.S.); (B.D.)
- Department of Paediatrics and Adolescent Medicine, First Faculty of Medicine, Charles University and General University Hospital, 120 00 Prague, Czech Republic
- BIOCEV, First Faculty of Medicine, Charles University, 252 50 Vestec, Czech Republic
- Department of Analytical Chemistry, University of Chemistry and Technology Prague, 166 28 Praha 6, Czech Republic
| | - Fréderic Vellieux
- Centre for Tumour Ecology, First Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic; (M.J.); (F.V.); (J.N.); (M.K.); (L.L.); (K.S.); (B.D.)
- BIOCEV, First Faculty of Medicine, Charles University, 252 50 Vestec, Czech Republic
| | - Jiří Novotný
- Centre for Tumour Ecology, First Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic; (M.J.); (F.V.); (J.N.); (M.K.); (L.L.); (K.S.); (B.D.)
- Laboratory of Genomics and Bioinformatics, Institute of Molecular Genetics, Czech Academy of Sciences, 140 00 Prague 4, Czech Republic
| | - Michal Kolář
- Centre for Tumour Ecology, First Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic; (M.J.); (F.V.); (J.N.); (M.K.); (L.L.); (K.S.); (B.D.)
- Laboratory of Genomics and Bioinformatics, Institute of Molecular Genetics, Czech Academy of Sciences, 140 00 Prague 4, Czech Republic
| | - Lukáš Lacina
- Centre for Tumour Ecology, First Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic; (M.J.); (F.V.); (J.N.); (M.K.); (L.L.); (K.S.); (B.D.)
- BIOCEV, First Faculty of Medicine, Charles University, 252 50 Vestec, Czech Republic
- Institute of Anatomy, Fist Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic;
- Department of Dermatovenereology, First Faculty of Medicine, Charles University and General University Hospital, 120 00 Prague 2, Czech Republic
| | - Pavol Szabo
- Institute of Anatomy, Fist Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic;
| | - Karolína Strnadová
- Centre for Tumour Ecology, First Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic; (M.J.); (F.V.); (J.N.); (M.K.); (L.L.); (K.S.); (B.D.)
- BIOCEV, First Faculty of Medicine, Charles University, 252 50 Vestec, Czech Republic
- Institute of Anatomy, Fist Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic;
| | - Daniel Rösel
- Department of Cell Biology, Faculty of Science, Charles University, 120 00 Prague 2, Czech Republic; (J.B.); (D.R.)
- BIOCEV, Faculty of Science, Charles University, 252 50 Vestec, Czech Republic
- Centre for Tumour Ecology, First Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic; (M.J.); (F.V.); (J.N.); (M.K.); (L.L.); (K.S.); (B.D.)
| | - Barbora Dvořánková
- Centre for Tumour Ecology, First Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic; (M.J.); (F.V.); (J.N.); (M.K.); (L.L.); (K.S.); (B.D.)
- BIOCEV, First Faculty of Medicine, Charles University, 252 50 Vestec, Czech Republic
- Institute of Anatomy, Fist Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic;
| | - Karel Smetana
- Centre for Tumour Ecology, First Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic; (M.J.); (F.V.); (J.N.); (M.K.); (L.L.); (K.S.); (B.D.)
- BIOCEV, First Faculty of Medicine, Charles University, 252 50 Vestec, Czech Republic
- Institute of Anatomy, Fist Faculty of Medicine, Charles University, 120 00 Prague 2, Czech Republic;
- Correspondence: ; Tel.: +420-224-965-873
| |
Collapse
|
5
|
Systems biology reveals reprogramming of the S-nitroso-proteome in the cortical and striatal regions of mice during aging process. Sci Rep 2020; 10:13913. [PMID: 32807865 PMCID: PMC7431412 DOI: 10.1038/s41598-020-70383-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Accepted: 07/28/2020] [Indexed: 12/26/2022] Open
Abstract
Cell aging depends on the rate of cumulative oxidative and nitrosative damage to DNA and proteins. Accumulated data indicate the involvement of protein S-nitrosylation (SNO), the nitric oxide (NO)-mediated posttranslational modification (PTM) of cysteine thiols, in different brain disorders. However, the changes and involvement of SNO in aging including the development of the organism from juvenile to adult state is still unknown. In this study, using the state-of-the-art mass spectrometry technology to identify S-nitrosylated proteins combined with large-scale computational biology, we tested the S-nitroso-proteome in juvenile and adult mice in both cortical and striatal regions. We found reprogramming of the S-nitroso-proteome in adult mice of both cortex and striatum regions. Significant biological processes and protein–protein clusters associated with synaptic and neuronal terms were enriched in adult mice. Extensive quantitative analysis revealed a large set of potentially pathological proteins that were significantly upregulated in adult mice. Our approach, combined with large scale computational biology allowed us to perform a system-level characterization and identification of the key proteins and biological processes that can serve as drug targets for aging and brain disorders in future studies.
Collapse
|
6
|
Zhao SJ, Tian JS, Tai G, Gao XX, Liu HL, Du GH, Liu XJ, Qin XM. 1H NMR-based metabolomics revealed the protective effects of Guilingji on the testicular dysfunction of aging rats. JOURNAL OF ETHNOPHARMACOLOGY 2019; 238:111839. [PMID: 30928501 DOI: 10.1016/j.jep.2019.111839] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2019] [Revised: 03/25/2019] [Accepted: 03/25/2019] [Indexed: 06/09/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Guilingji (GLJ), a famous and classical traditional Chinese medicine (TCM) prescription, has been used to extend the lifespan and improve the life qualities of the elderly for hundreds of years in China. AIM OF THE STUDY We aimed to explore the protective effects of GLJ on the testicular dysfunction of aging rats, as well as the regulating effects of GLJ on the metabolic disturbance and metabolite changes in natural aging rats. MATERIALS AND METHODS Forty 23-month-old rats were divided randomly into four groups, including the old control group and three groups of GLJ treatment at 37.5, 75, and 150 mg/kg doses, respectively. Additionally, 10 four-month rats were included as the youth control group. Testicular dysfunction was first evaluated by measuring the changes in the wet weights of the testicles, concentration of serum testosterone (T), and morphologic changes of the testis. Subsequently, an 1H NMR-based metabolomics approach coupled with multivariate analysis, including partial least squares discriminant analysis (PLS-DA) and orthogonal partial least squares-discriminant analysis (OPLS-DA) was applied to monitor the metabolite changes. RESULTS Compared with the old control group, the wet weights of the testicles and T concentration were significantly increased, while the morphologic abnormality of testicular tissues was improved by a 4-week treatment course with GLJ. Furthermore, compared with the old control group, the urinary levels of alanine, pantothenate, phenylalanine, β-hydroxybutyrate and pyruvate were significantly decreased after a 4-week treatment course with GLJ. Additionally, we found that amino acid metabolism and pyruvate metabolism were significantly involved in the regulatory effect of GLJ. CONCLUSIONS The current findings provided, for the first time, sound evidence of the protective effects of GLJ on testicular dysfunction from both biochemical and metabolomics perspectives. The mechanisms of GLJ could be related to regulating amino acid metabolism and pyruvate metabolism. The current study lays an important foundation for further research and for the broad clinical application of GLJ.
Collapse
Affiliation(s)
- Si-Jun Zhao
- Modern Research Center for Traditional Chinese Medicine of Shanxi University, Taiyuan, 030006, PR China; Shanxi Institute for Food and Drug Control, Taiyuan, 030001, PR China
| | - Jun-Sheng Tian
- Modern Research Center for Traditional Chinese Medicine of Shanxi University, Taiyuan, 030006, PR China
| | - Gang Tai
- Shanxi Institute for Food and Drug Control, Taiyuan, 030001, PR China
| | - Xiao-Xia Gao
- Modern Research Center for Traditional Chinese Medicine of Shanxi University, Taiyuan, 030006, PR China
| | - Hua-Lan Liu
- Shanxi Guangyuyuan Chinese Medicine Co., Ltd, Jinzhong, 030800, PR China
| | - Guan-Hua Du
- Modern Research Center for Traditional Chinese Medicine of Shanxi University, Taiyuan, 030006, PR China; Institute of Materia Medica, Chinese Academy of Medical Sciences, Beijing, 100050, PR China
| | - Xiao-Jie Liu
- Modern Research Center for Traditional Chinese Medicine of Shanxi University, Taiyuan, 030006, PR China.
| | - Xue-Mei Qin
- Modern Research Center for Traditional Chinese Medicine of Shanxi University, Taiyuan, 030006, PR China.
| |
Collapse
|
7
|
Scher MS. Fetal neurology: Principles and practice with a life-course perspective. HANDBOOK OF CLINICAL NEUROLOGY 2019; 162:1-29. [PMID: 31324306 DOI: 10.1016/b978-0-444-64029-1.00001-1] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Clinical service, educational, and research components of a fetal/neonatal neurology program are anchored by the disciplines of developmental origins of health and disease and life-course science as programmatic principles. Prenatal participation provides perspectives on maternal, fetal, and placental contributions to health or disease for fetal and subsequent neonatal neurology consultations. This program also provides an early-life diagnostic perspective for neurologic specialties concerned with brain health and disease throughout childhood and adulthood. Animal models and birth cohort studies have demonstrated how the science of epigenetics helps to understand gene-environment interactions to better predict brain health or disease. Fetal neurology consultations provide important diagnostic contributions during critical or sensitive periods of brain development when future neurotherapeutic interventions will maximize adaptive neuroplasticity. Age-specific normative neuroinformatics databases that employ computer-based strategies to integrate clinical/demographic, neuroimaging, neurophysiologic, and genetic datasets will more accurately identify either symptomatic patients or those at risk for brain disorders who would benefit from preventive, rescue, or reparative treatment choices throughout the life span.
Collapse
Affiliation(s)
- Mark S Scher
- Division of Pediatric Neurology, Case Western Reserve University, Cleveland, OH, United States.
| |
Collapse
|
8
|
Postnatal undernutrition in mice causes cardiac arrhythmogenesis which is exacerbated when pharmacologically stressed. J Dev Orig Health Dis 2018; 9:417-424. [DOI: 10.1017/s2040174418000156] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
AbstractGrowth restriction caused by postnatal undernutrition increases risk for cardiovascular disease in adulthood with the potential to induce arrhythmogenesis. Thus, the purpose was to determine if undernutrition during development produced arrhythmias at rest and when stressed with dobutamine in adulthood. Mouse dams were fed (CON: 20% protein), or low-protein (LP: 8%) diet before mating. A cross-fostering model was used where pups nursed by dams fed LP diet in early [EUN; postnatal day (PN) 1–10], late (LUN; PN11–21) and whole (PUN; 1–21) phases of postnatal life. Weaned pups were switched to CON diets for the remainder of the study (PN80). At PN80, body composition (magnetic resonance imaging), and quantitative electrocardiogram (ECG) measurements were obtained under 1% isoflurane anesthesia. After baseline ECG, an IP injection (1.5 µg/g body weight) of dobutamine was administered and ECG repeated. Undernutrition significantly (P<0.05) reduced body weight in LUN (22.68±0.88 g) and PUN (19.96±0.32 g) but not in CON (25.05±0.96 g) and EUN (25.28±0.9207 g). Fat mass decreased in all groups compared with controls (CON: 8.00±1.2 g, EUN: 6.32±0.65 g, LUN: 5.11±1.1 g, PUN: 3.90±0.25 g). Lean mass was only significantly reduced in PUN (CON: 17.99±0.26 g, EUN: 17.78±0.39 g, LUN: 17.34±0.33 g, PUN: 15.85±0.28 g). Absolute heart weights were significantly less from CON, with PUN having the smallest. ECG showed LUN had occurrences of atrial fibrillation; EUN had increases of 1st degree atrioventricular block upon stimulation, and PUN had increased risk for ventricular depolarization arrhythmias. CON did not display arrhythmias. Undernutrition in early life resulted in ventricular arrhythmias under stressed conditions, but undernutrition occurring in later postnatal life there is an increased incidence of atrial arrhythmias.
Collapse
|
9
|
An integrative system biology approach to unravel potential drug candidates for multiple age related disorders. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2017; 1865:1729-1738. [PMID: 28807887 DOI: 10.1016/j.bbapap.2017.07.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Revised: 07/03/2017] [Accepted: 07/21/2017] [Indexed: 01/18/2023]
Abstract
Aging, though an inevitable part of life, is becoming a worldwide social and economic problem. Healthy aging is usually marked by low probability of age related disorders. Good therapeutic approaches are still in need to cure age related disorders. Occurrence of more than one ARD in an individual, expresses the need of discovery of such target proteins, which can affect multiple ARDs. Advanced scientific and medical research technologies throughout last three decades have arrived to the point where lots of key molecular determinants affect human disorders can be examined thoroughly. In this study, we designed and executed an approach to prioritize drugs that may target multiple age related disorders. Our methodology, focused on the analysis of biological pathways and protein protein interaction networks that may contribute to the pharmacology of age related disorders, included various steps such as retrieval and analysis of data, protein-protein interaction network analysis, and statistical and comparative analysis of topological coefficients, pathway, and functional enrichment analysis, and identification of drug-target proteins. We assume that the identified molecular determinants may be prioritized for further screening as novel drug targets to cure multiple ARDs. Based on the analysis, an online tool named as 'ARDnet' has been developed to construct and demonstrate ARD interactions at the level of PPI, ARDs and ARDs protein interaction, ARDs pathway interaction and drug-target interaction. The tool is freely made available at http://genomeinformatics.dtu.ac.in/ARDNet/Index.html.
Collapse
|
10
|
Teixeira AL, Salem H, Frey BN, Barbosa IG, Machado-Vieira R. Update on bipolar disorder biomarker candidates. Expert Rev Mol Diagn 2016; 16:1209-1220. [PMID: 27737600 DOI: 10.1080/14737159.2016.1248413] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
INTRODUCTION Bipolar disorder is a chronic and disabling mood disorder with a complex pathophysiological basis. A significant percentage of patients do not receive correct diagnosis which directly influences therapeutic response, rendering recovery troublesome. There is a long-standing need for proper non-clinically based tools for diagnosis, treatment selection and follow-up of such patients. Areas covered: In the past decade, the scientific community has shown a great interest in biomarker development. Here, we highlight the different potential biomarkers and we discuss their feasibility and their possible clinical relevance. Expert commentary: To date, despite the major ongoing trials and consortia with promising future perspectives, no reliable biomarker of bipolar disorder has been fully defined.
Collapse
Affiliation(s)
- Antonio L Teixeira
- a Department of Psychiatry and Behavioral Sciences, McGovern Medical School , The University of Texas Health Science Center at Houston , Houston , TX , USA
| | - Haitham Salem
- a Department of Psychiatry and Behavioral Sciences, McGovern Medical School , The University of Texas Health Science Center at Houston , Houston , TX , USA
| | - Benicio N Frey
- b Department of Psychiatry and Behavioural Neurosciences , McMaster University , Hamilton , ON , Canada.,c Mood Disorders Program and Women's Health Concerns Clinic , St. Joseph's Healthcare Hamilton , ON , Canada
| | - Izabela G Barbosa
- d Interdisciplinary Laboratory of Medical Investigation, School of Medicine , Federal University of Minas Gerais , Belo Horizonte , MG , Brazil
| | - Rodrigo Machado-Vieira
- e Experimental Therapeutics and Pathophysiology Branch, Intramural Research Program , National Institute of Mental Health , Bethesda , MD , USA
| |
Collapse
|
11
|
Chen H, Zhu Z, Zhu Y, Wang J, Mei Y, Cheng Y. Pathway mapping and development of disease-specific biomarkers: protein-based network biomarkers. J Cell Mol Med 2015; 19:297-314. [PMID: 25560835 PMCID: PMC4407592 DOI: 10.1111/jcmm.12447] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2014] [Accepted: 08/22/2014] [Indexed: 01/06/2023] Open
Abstract
It is known that a disease is rarely a consequence of an abnormality of a single gene, but reflects the interactions of various processes in a complex network. Annotated molecular networks offer new opportunities to understand diseases within a systems biology framework and provide an excellent substrate for network-based identification of biomarkers. The network biomarkers and dynamic network biomarkers (DNBs) represent new types of biomarkers with protein-protein or gene-gene interactions that can be monitored and evaluated at different stages and time-points during development of disease. Clinical bioinformatics as a new way to combine clinical measurements and signs with human tissue-generated bioinformatics is crucial to translate biomarkers into clinical application, validate the disease specificity, and understand the role of biomarkers in clinical settings. In this article, the recent advances and developments on network biomarkers and DNBs are comprehensively reviewed. How network biomarkers help a better understanding of molecular mechanism of diseases, the advantages and constraints of network biomarkers for clinical application, clinical bioinformatics as a bridge to the development of diseases-specific, stage-specific, severity-specific and therapy predictive biomarkers, and the potentials of network biomarkers are also discussed.
Collapse
Affiliation(s)
- Hao Chen
- Department of Cardiothoracic Surgery, Tongji Hospital, Tongji University, Shanghai, China
| | | | | | | | | | | |
Collapse
|
12
|
The influence of iron on the proteomic profile of Chromobacterium violaceum. BMC Microbiol 2014; 14:267. [PMID: 25361869 PMCID: PMC4216352 DOI: 10.1186/s12866-014-0267-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2014] [Accepted: 10/10/2014] [Indexed: 12/13/2022] Open
Abstract
Background Chromobacterium violaceum is a bacterium commonly found in tropical and subtropical regions and is associated with important pharmacological and industrial attributes such as producing substances with therapeutic properties and synthesizing biodegradable polymers. Its genome was sequenced, however, approximately 40% of its genes still remain with unknown functions. Although C. violaceum is known by its versatile capacity of living in a wide range of environments, little is known on how it achieves such success. Here, we investigated the proteomic profile of C. violaceum cultivated in the absence and presence of high iron concentration, describing some proteins of unknown function that might play an important role in iron homeostasis, amongst others. Results Briefly, C. violaceum was cultivated in the absence and in the presence of 9 mM of iron during four hours. Total proteins were identified by LC-MS and through the PatternLab pipeline. Our proteomic analysis indicates major changes in the energetic metabolism, and alterations in the synthesis of key transport and stress proteins. In addition, it may suggest the presence of a yet unidentified operon that could be related to oxidative stress, together with a set of other proteins with unknown function. The protein-protein interaction network also pinpointed the importance of energetic metabolism proteins to the acclimatation of C. violaceum in high concentration of iron. Conclusions This is the first proteomic analysis of the opportunistic pathogen C. violaceum in the presence of high iron concentration. Our data allowed us to identify a yet undescribed operon that might have a role in oxidative stress defense. Our work provides new data that will contribute to understand how this bacterium achieve its capacity of surviving in harsh conditions as well as to open a way to explore the yet little availed biotechnological characteristics of this bacterium with the further exploring of the proteins of unknown function that we showed to be up-regulated in high iron concentration. Electronic supplementary material The online version of this article (doi:10.1186/s12866-014-0267-6) contains supplementary material, which is available to authorized users.
Collapse
|
13
|
Scardoni G, Montresor A, Tosadori G, Laudanna C. Node interference and robustness: performing virtual knock-out experiments on biological networks: the case of leukocyte integrin activation network. PLoS One 2014; 9:e88938. [PMID: 24586448 PMCID: PMC3930642 DOI: 10.1371/journal.pone.0088938] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2013] [Accepted: 01/13/2014] [Indexed: 01/13/2023] Open
Abstract
The increasing availability of large network datasets derived from high-throughput experiments requires the development of tools to extract relevant information from biological networks, and the development of computational methods capable of detecting qualitative and quantitative changes in the topological properties of biological networks is of critical relevance. We introduce the notions of node and as measures of the reciprocal influence between nodes within a network. We examine the theoretical significance of these new, centrality-based, measures by characterizing the topological relationships between nodes and groups of nodes. Node interference analysis allows topologically determining the context of functional influence of single nodes. Conversely, the node robustness analysis allows topologically identifying the nodes having the highest functional influence on a specific node. A new Cytoscape plug-in calculating these measures was developed and applied to a protein-protein interaction network specifically regulating integrin activation in human primary leukocytes. Notably, the functional effects of compounds inhibiting important protein kinases, such as SRC, HCK, FGR and JAK2, are predicted by the interference and robustness analysis, are in agreement with previous studies and are confirmed by laboratory experiments. The interference and robustness notions can be applied to a variety of different contexts, including, for instance, the identification of potential side effects of drugs or the characterization of the consequences of genes deletion, duplication or of proteins degradation, opening new perspectives in biological network analysis.
Collapse
Affiliation(s)
- Giovanni Scardoni
- Center for BioMedical Computing (CBMC), University of Verona, Verona, Italy
- * E-mail:
| | - Alessio Montresor
- Department of Pathology and Diagnostic, University of Verona, Verona, Italy
| | - Gabriele Tosadori
- Center for BioMedical Computing (CBMC), University of Verona, Verona, Italy
| | - Carlo Laudanna
- Center for BioMedical Computing (CBMC), University of Verona, Verona, Italy
- Department of Pathology and Diagnostic, University of Verona, Verona, Italy
| |
Collapse
|
14
|
Street ME, Buscema M, Smerieri A, Montanini L, Grossi E. Artificial Neural Networks, and Evolutionary Algorithms as a systems biology approach to a data-base on fetal growth restriction. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2013; 113:433-8. [PMID: 23827462 DOI: 10.1016/j.pbiomolbio.2013.06.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2012] [Revised: 06/03/2013] [Accepted: 06/24/2013] [Indexed: 02/08/2023]
Abstract
One of the specific aims of systems biology is to model and discover properties of cells, tissues and organisms functioning. A systems biology approach was undertaken to investigate possibly the entire system of intra-uterine growth we had available, to assess the variables of interest, discriminate those which were effectively related with appropriate or restricted intrauterine growth, and achieve an understanding of the systems in these two conditions. The Artificial Adaptive Systems, which include Artificial Neural Networks and Evolutionary Algorithms lead us to the first analyses. These analyses identified the importance of the biochemical variables IL-6, IGF-II and IGFBP-2 protein concentrations in placental lysates, and offered a new insight into placental markers of fetal growth within the IGF and cytokine systems, confirmed they had relationships and offered a critical assessment of studies previously performed.
Collapse
Affiliation(s)
- Maria E Street
- Department of Pediatrics, University Hospital of Parma, Via Gramsci, 14-43126 Parma, Italy.
| | | | | | | | | |
Collapse
|
15
|
Feltes BC, de Faria Poloni J, Notari DL, Bonatto D. Toxicological effects of the different substances in tobacco smoke on human embryonic development by a systems chemo-biology approach. PLoS One 2013; 8:e61743. [PMID: 23637898 PMCID: PMC3639264 DOI: 10.1371/journal.pone.0061743] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2012] [Accepted: 03/15/2013] [Indexed: 02/07/2023] Open
Abstract
The physiological and molecular effects of tobacco smoke in adult humans and the development of cancer have been well described. In contrast, how tobacco smoke affects embryonic development remains poorly understood. Morphological studies of the fetuses of smoking pregnant women have shown various physical deformities induced by constant fetal exposure to tobacco components, especially nicotine. In addition, nicotine exposure decreases fetal body weight and bone/cartilage growth in addition to decreasing cranial diameter and tibia length. Unfortunately, the molecular pathways leading to these morphological anomalies are not completely understood. In this study, we applied interactome data mining tools and small compound interaction networks to elucidate possible molecular pathways associated with the effects of tobacco smoke components during embryonic development in pregnant female smokers. Our analysis showed a relationship between nicotine and 50 additional harmful substances involved in a variety of biological process that can cause abnormal proliferation, impaired cell differentiation, and increased oxidative stress. We also describe how nicotine can negatively affect retinoic acid signaling and cell differentiation through inhibition of retinoic acid receptors. In addition, nicotine causes a stress reaction and/or a pro-inflammatory response that inhibits the agonistic action of retinoic acid. Moreover, we show that the effect of cigarette smoke on the developing fetus could represent systemic and aggressive impacts in the short term, causing malformations during certain stages of development. Our work provides the first approach describing how different tobacco constituents affect a broad range of biological process in human embryonic development.
Collapse
Affiliation(s)
- Bruno César Feltes
- Department of Molecular Biology and Biotechnology, Biotechnology Center of the Federal University of Rio Grande do Sul, Federal University of Rio Grande do Sul, Porto Alegre, RS-Brazil
| | | | | | | |
Collapse
|
16
|
Frey BN, Andreazza AC, Houenou J, Jamain S, Goldstein BI, Frye MA, Leboyer M, Berk M, Malhi GS, Lopez-Jaramillo C, Taylor VH, Dodd S, Frangou S, Hall GB, Fernandes BS, Kauer-Sant'Anna M, Yatham LN, Kapczinski F, Young LT. Biomarkers in bipolar disorder: a positional paper from the International Society for Bipolar Disorders Biomarkers Task Force. Aust N Z J Psychiatry 2013; 47:321-32. [PMID: 23411094 DOI: 10.1177/0004867413478217] [Citation(s) in RCA: 162] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Although the etiology of bipolar disorder remains uncertain, multiple studies examining neuroimaging, peripheral markers and genetics have provided important insights into the pathophysiologic processes underlying bipolar disorder. Neuroimaging studies have consistently demonstrated loss of gray matter, as well as altered activation of subcortical, anterior temporal and ventral prefrontal regions in response to emotional stimuli in bipolar disorder. Genetics studies have identified several potential candidate genes associated with increased risk for developing bipolar disorder that involve circadian rhythm, neuronal development and calcium metabolism. Notably, several groups have found decreased levels of neurotrophic factors and increased pro-inflammatory cytokines and oxidative stress markers. Together these findings provide the background for the identification of potential biomarkers for vulnerability, disease expression and to help understand the course of illness and treatment response. In other areas of medicine, validated biomarkers now inform clinical decision-making. Although the findings reviewed herein hold promise, further research involving large collaborative studies is needed to validate these potential biomarkers prior to employing them for clinical purposes. Therefore, in this positional paper from the ISBD-BIONET (biomarkers network from the International Society for Bipolar Disorders), we will discuss our view of biomarkers for these three areas: neuroimaging, peripheral measurements and genetics; and conclude the paper with our position for the next steps in the search for biomarkers for bipolar disorder.
Collapse
Affiliation(s)
- Benicio N Frey
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Canada
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
17
|
Basic experimental and clinical advances in the mechanisms underlying abnormal pregnancy outcomes. J Pregnancy 2013; 2013:327638. [PMID: 23476779 PMCID: PMC3583055 DOI: 10.1155/2013/327638] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2013] [Accepted: 01/02/2013] [Indexed: 11/17/2022] Open
|
18
|
Yu Z, Zhai G, Singmann P, He Y, Xu T, Prehn C, Römisch‐Margl W, Lattka E, Gieger C, Soranzo N, Heinrich J, Standl M, Thiering E, Mittelstraß K, Wichmann H, Peters A, Suhre K, Li Y, Adamski J, Spector TD, Illig T, Wang‐Sattler R. Human serum metabolic profiles are age dependent. Aging Cell 2012; 11:960-7. [PMID: 22834969 PMCID: PMC3533791 DOI: 10.1111/j.1474-9726.2012.00865.x] [Citation(s) in RCA: 243] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Understanding the complexity of aging is of utmost importance. This can now be addressed by the novel and powerful approach of metabolomics. However, to date, only a few metabolic studies based on large samples are available. Here, we provide novel and specific information on age-related metabolite concentration changes in human homeostasis. We report results from two population-based studies: the KORA F4 study from Germany as a discovery cohort, with 1038 female and 1124 male participants (32–81 years), and the TwinsUK study as replication, with 724 female participants. Targeted metabolomics of fasting serum samples quantified 131 metabolites by FIA-MS/MS. Among these, 71/34 metabolites were significantly associated with age in women/men (BMI adjusted). We further identified a set of 13 independent metabolites in women (with P values ranging from 4.6 × 10−04 to 7.8 × 10−42, αcorr = 0.004). Eleven of these 13 metabolites were replicated in the TwinsUK study, including seven metabolite concentrations that increased with age (C0, C10:1, C12:1, C18:1, SM C16:1, SM C18:1, and PC aa C28:1), while histidine decreased. These results indicate that metabolic profiles are age dependent and might reflect different aging processes, such as incomplete mitochondrial fatty acid oxidation. The use of metabolomics will increase our understanding of aging networks and may lead to discoveries that help enhance healthy aging.
Collapse
Affiliation(s)
- Zhonghao Yu
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Guangju Zhai
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK
- Discipline of Genetics, Faculty of Medicine, Memorial University of Newfoundland, St John’s, NL, Canada
| | - Paula Singmann
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Ying He
- Shanghai Center for Bioinformation Technology, 200235 Shanghai, China
- Key Lab of Systems Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031 Shanghai, China
| | - Tao Xu
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Cornelia Prehn
- Genome Analysis Center, Institute of Experimental Genetics, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Werner Römisch‐Margl
- Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Eva Lattka
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Christian Gieger
- Institute of Genetic Epidemiology, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Nicole Soranzo
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK
- Wellcome Trust Sanger Institute Genome Campus, Hinxton, UK
| | - Joachim Heinrich
- Institute of Epidemiology I, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Marie Standl
- Institute of Epidemiology I, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Elisabeth Thiering
- Institute of Epidemiology I, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Kirstin Mittelstraß
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Heinz‐Erich Wichmann
- Institute of Epidemiology I, Helmholtz Zentrum München, 85764 Neuherberg, Germany
- Institute of Medical Informatics, Biometry and Epidemiology, Chair of Epidemiology, Ludwig‐Maximilians‐Universität, Munich, Germany
- Klinikum Grosshadern, Munich, Germany
| | - Annette Peters
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, 85764 Neuherberg, Germany
- Institute of Epidemiology II, Helmholtz Zentrum München, 85764 Neuherberg, Germany
- Department of Environmental Health, Harvard School of Public Health Adjunct Associate Professor of Environmental Epidemiology, Boston, MA, USA
| | - Karsten Suhre
- Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, 85764 Neuherberg, Germany
- Faculty of Biology, Ludwig‐Maximilians‐Universität, 82152 Planegg‐Martinsried, Germany
- Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, 24144 Education City–Qatar Foundation, Doha, Qatar
| | - Yixue Li
- Shanghai Center for Bioinformation Technology, 200235 Shanghai, China
- Key Lab of Systems Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031 Shanghai, China
| | - Jerzy Adamski
- Genome Analysis Center, Institute of Experimental Genetics, Helmholtz Zentrum München, 85764 Neuherberg, Germany
- Institute of Experimental Genetics, Life and Food Science Center Weihenstephan, Technische Universität München, 85354 Freising‐Weihenstephan, Germany
| | - Tim D. Spector
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK
| | - Thomas Illig
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, 85764 Neuherberg, Germany
- Hannover Unified Biobank, Hannover Medical School, 30625 Hannover, Germany
| | - Rui Wang‐Sattler
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| |
Collapse
|
19
|
Duffy A, Lewitzka U, Doucette S, Andreazza A, Grof P. Biological indicators of illness risk in offspring of bipolar parents: targeting the hypothalamic-pituitary-adrenal axis and immune system. Early Interv Psychiatry 2012; 6:128-37. [PMID: 22182213 DOI: 10.1111/j.1751-7893.2011.00323.x] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
AIM The study aims to provide a selective review of the literature pertaining to the hypothalamic-pituitary-adrenal (HPA) axis and immune abnormalities as informative biological indicators of vulnerability in bipolar disorder (BD). METHOD We summarize key findings relating to HPA axis and immunological abnormalities in bipolar patients and their high-risk offspring. Findings derive from a review of selected original papers published in the literature, and supplemented by papers identified through bibliography review. Neurobiological findings are discussed in the context of emergent BD in those at genetic risk and synthesized into a neurodevelopmental model of illness onset and progression. RESULTS BD is associated with a number of genetic and possibly epigenetic abnormalities associated with neurotransmitter, hormonal and immunologically mediated neurobiological pathways. Data from clinical and high-risk studies implicate HPA axis and immune system abnormalities, which may represent inherited vulnerabilities important for the transition to illness onset. Post-mortem and clinical studies implicate intracellular signal transduction processes and disturbance in energy metabolism associated with established BD. Specifically, long-standing maladaptive alterations such as changes in neuronal systems may be mediated through changes in intracellular signalling pathways, oxidative stress, cellular energy metabolism and apoptosis associated with substantial burden of illness. CONCLUSIONS Prospective longitudinal studies of endophenotypes and biomarkers such as HPA axis and immune abnormalities in high-risk offspring will be helpful to understand genetically mediated biological pathways associated with illness onset and progression. A clinical staging model describing emergent illness in those at genetic risk should facilitate this line of investigation.
Collapse
Affiliation(s)
- Anne Duffy
- Departments of Psychiatry, Dalhousie University, Halifax, Nova Scotia.
| | | | | | | | | |
Collapse
|
20
|
Abstract
A fetal/neonatal neurology program should encompass interdisciplinary service, educational and research objectives, merging curricula concerning maternal, placental, fetal and neonatal contributions to brain health and disease. This approach is anchored by research in early life programming that demonstrates that prenatal and postnatal factors influence long-term neurologic health. This concept also supports the design of neuroprotective interventions during critical periods of brain development when brain circuitries more optimally adapt to maturational challenges. Preventive, rescue and repair protocols will transform pediatric medical practices, to promote improved childhood outcomes. Inclusion of life-course science and research will identify medical and socioeconomic factors that favorably or adversely affect quality of life into adulthood. Greater awareness of the convergence of developmental origins of brain health and disease and developmental aging theories will influence public health policies, to encourage financial support for programs that will improve the quality of life for the child and adult.
Collapse
Affiliation(s)
- Mark S Scher
- Division of Pediatric Neurology, Pediatrics and Neurology School of Medicine, Case Western Reserve University, Fetal/Neonatal Neurology Program, Rainbow Babies and Children's Hospital, University Hospitals of Cleveland, Cleveland, OH 44106, USA.
| |
Collapse
|
21
|
Kishi S. The search for evolutionary developmental origins of aging in zebrafish: A novel intersection of developmental and senescence biology in the zebrafish model system. ACTA ACUST UNITED AC 2011; 93:229-48. [DOI: 10.1002/bdrc.20217] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
|