151
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Walton HS, Gebhardt FM, Innes DJ, Dodd PR. Analysis of multiple exon-skipping mRNA splice variants using SYBR Green real-time RT-PCR. J Neurosci Methods 2006; 160:294-301. [PMID: 17097739 DOI: 10.1016/j.jneumeth.2006.09.022] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2006] [Revised: 09/20/2006] [Accepted: 09/22/2006] [Indexed: 10/23/2022]
Abstract
Fluorescence-based PCR techniques are becoming an increasingly popular method for measuring low-abundance alternatively spliced mRNA transcripts. The dynamic range of real-time RT-PCR affords high sensitivity for the measurement of gene expression, but this mandates the need for strict controls to ensure assay validity. Primer design, reverse transcription, and cycling conditions need to be optimized to ensure an accurate and reproducible assay. Here, we describe a procedure for creating a cost effective and reliable method for the absolute quantification of several exon-skipping variants of human excitatory amino acid transporter-2 (EAAT2). We show that the cycling conditions can be adjusted to increase the specificity of primers that span exon-exon junctions, and that differences in the reverse transcription reaction can be minimized. Standard curves are stable and produce accurate absolute copy number data. We report that exon-skipping transcripts, EAAT2Delta7 and EAAT2Delta9, account for 5.8% of EAAT2 mRNA in autopsy human neocortex.
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Affiliation(s)
- Heather S Walton
- School of Molecular and Microbial Sciences, University of Queensland, Australia.
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152
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Curcio C, Asheld JJ, Chabla JM, Ayubcha D, Hallas BH, Horowitz JM, Torres G. Expression profile of Bag 1 in the postmortem brain. J Chem Neuroanat 2006; 32:191-5. [PMID: 17046197 PMCID: PMC1769523 DOI: 10.1016/j.jchemneu.2006.09.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2006] [Revised: 09/08/2006] [Accepted: 09/08/2006] [Indexed: 12/15/2022]
Abstract
Bag 1 is a protein intimately involved in signaling pathways that regulate cell survival. Here we examined the expression profile of Bag 1 in the brain to consider issues associated with the sampling of anti-apoptotic proteins in a rat model of the human postmortem process. Following a 4h postmortem interval, we analyzed the hippocampus of rats maintained at 24 or 4 degrees C storage temperatures using immunocytochemical and Western blotting techniques. Remarkably, postmortem tissue (up to 4h) showed a significant and prominent up-regulation of Bag 1 in CA1 and CA3 subfields of the hippocampal formation. Over-expression of Bag 1, however, could only be traced down to a storage temperature of 24 degrees C. These data suggest that storage temperatures, but not postmortem intervals, significantly affect the expression profile and cellular stability of Bag 1 proteins.
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Affiliation(s)
- Christine Curcio
- Department of Neuroscience, New York College of Osteopathic Medicine of New York Institute of Technology, Old Westbury New York, 11568 USA
| | - John J. Asheld
- Department of Neuroscience, New York College of Osteopathic Medicine of New York Institute of Technology, Old Westbury New York, 11568 USA
| | - Janet M. Chabla
- Department of Neuroscience, New York College of Osteopathic Medicine of New York Institute of Technology, Old Westbury New York, 11568 USA
| | - Diana Ayubcha
- Department of Neuroscience, New York College of Osteopathic Medicine of New York Institute of Technology, Old Westbury New York, 11568 USA
| | - Brian H. Hallas
- Department of Neuroscience, New York College of Osteopathic Medicine of New York Institute of Technology, Old Westbury New York, 11568 USA
| | - Judith M. Horowitz
- Clinical Neuroscience Laboratory, Medaille College, Buffalo, New York 14214 USA
| | - German Torres
- Department of Neuroscience, New York College of Osteopathic Medicine of New York Institute of Technology, Old Westbury New York, 11568 USA
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153
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Stan AD, Ghose S, Gao XM, Roberts RC, Lewis-Amezcua K, Hatanpaa KJ, Tamminga CA. Human postmortem tissue: what quality markers matter? Brain Res 2006; 1123:1-11. [PMID: 17045977 PMCID: PMC1995236 DOI: 10.1016/j.brainres.2006.09.025] [Citation(s) in RCA: 291] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2006] [Revised: 09/07/2006] [Accepted: 09/08/2006] [Indexed: 11/30/2022]
Abstract
Postmortem human brain tissue is used for the study of many different brain diseases. A key factor in conducting postmortem research is the quality of the tissue. Unlike animal tissue, whose condition at death can be controlled and influenced, human tissue can only be collected naturalistically. This introduces potential confounds, based both on pre- and postmortem conditions, that may influence the quality of tissue and its ability to yield accurate results. The traditionally recognized confounds that reduce tissue quality are agonal factors (e.g., coma, hypoxia, hyperpyrexia at the time of death), and long postmortem interval (PMI). We measured tissue quality parameters in over 100 postmortem cases collected from different sources and correlated them with RNA quality (as indicated by the RNA Integrity Number (RIN)) and with protein quality (as measured by the level of representative proteins). Our results show that the most sensible indicator of tissue quality is RIN and that there is a good correlation between RIN and the pH. No correlation developed between protein levels and the aforementioned factors. Moreover, even when RNA was degraded, the protein levels remained stable. However, these correlations did not prove true under all circumstances (e.g., thawed tissue, surgical tissue), that yielded unexpected quality indicators. These data also suggest that cases whose source was a Medical Examiner's office represent high tissue quality.
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Affiliation(s)
- Ana D. Stan
- University of Texas Southwestern Medical Center at Dallas, Department of Psychiatry
| | - Subroto Ghose
- University of Texas Southwestern Medical Center at Dallas, Department of Psychiatry
| | - Xue-Min Gao
- University of Texas Southwestern Medical Center at Dallas, Department of Psychiatry
| | | | - Kelly Lewis-Amezcua
- University of Texas Southwestern Medical Center at Dallas, Department of Psychiatry
| | - Kimmo J. Hatanpaa
- University of Texas Southwestern Medical Center at Dallas, Department of Pathology
| | - Carol A. Tamminga
- University of Texas Southwestern Medical Center at Dallas, Department of Psychiatry
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154
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Colton CA, Mott RT, Sharpe H, Xu Q, Van Nostrand WE, Vitek MP. Expression profiles for macrophage alternative activation genes in AD and in mouse models of AD. J Neuroinflammation 2006; 3:27. [PMID: 17005052 PMCID: PMC1609108 DOI: 10.1186/1742-2094-3-27] [Citation(s) in RCA: 322] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Abstract] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2006] [Accepted: 09/27/2006] [Indexed: 01/19/2023] Open
Abstract
Background Microglia are associated with neuritic plaques in Alzheimer disease (AD) and serve as a primary component of the innate immune response in the brain. Neuritic plaques are fibrous deposits composed of the amyloid beta-peptide fragments (Abeta) of the amyloid precursor protein (APP). Numerous studies have shown that the immune cells in the vicinity of amyloid deposits in AD express mRNA and proteins for pro-inflammatory cytokines, leading to the hypothesis that microglia demonstrate classical (Th-1) immune activation in AD. Nonetheless, the complex role of microglial activation has yet to be fully explored since recent studies show that peripheral macrophages enter an "alternative" activation state. Methods To study alternative activation of microglia, we used quantitative RT-PCR to identify genes associated with alternative activation in microglia, including arginase I (AGI), mannose receptor (MRC1), found in inflammatory zone 1 (FIZZ1), and chitinase 3-like 3 (YM1). Results Our findings confirmed that treatment of microglia with anti-inflammatory cytokines such as IL-4 and IL-13 induces a gene profile typical of alternative activation similar to that previously observed in peripheral macrophages. We then used this gene expression profile to examine two mouse models of AD, the APPsw (Tg-2576) and Tg-SwDI, models for amyloid deposition and for cerebral amyloid angiopathy (CAA) respectively. AGI, MRC1 and YM1 mRNA levels were significantly increased in the Tg-2576 mouse brains compared to age-matched controls while TNFα and NOS2 mRNA levels, genes commonly associated with classical activation, increased or did not change, respectively. Only TNFα mRNA increased in the Tg-SwDI mouse brain. Alternative activation genes were also identified in brain samples from individuals with AD and were compared to age-matched control individuals. In AD brain, mRNAs for TNFα, AGI, MRC1 and the chitinase-3 like 1 and 2 genes (CHI3L1; CHI3L2) were significantly increased while NOS2 and IL-1β mRNAs were unchanged. Conclusion Immune cells within the brain display gene profiles that suggest heterogeneous, functional phenotypes that range from a pro-inflammatory, classical activation state to an alternative activation state involved in repair and extracellular matrix remodeling. Our data suggest that innate immune cells in AD may exhibit a hybrid activation state that includes characteristics of classical and alternative activation.
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Affiliation(s)
- Carol A Colton
- Duke University Medical Center, Division of Neurology, Durham, NC 27710, USA
| | - Ryan T Mott
- Duke University Medical Center, Division of Neurology, Durham, NC 27710, USA
| | - Hayley Sharpe
- University of Bath, Department of Biology and Biochemistry, Clavertone Down, Bath, BA2 7AY, UK
| | - Qing Xu
- Duke University Medical Center, Division of Neurology, Durham, NC 27710, USA
| | | | - Michael P Vitek
- Duke University Medical Center, Division of Neurology, Durham, NC 27710, USA
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155
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Malthankar-Phatak GH, de Lanerolle N, Eid T, Spencer DD, Behar KL, Spencer SS, Kim JH, Lai JCK. Differential glutamate dehydrogenase (GDH) activity profile in patients with temporal lobe epilepsy. Epilepsia 2006; 47:1292-9. [PMID: 16922873 DOI: 10.1111/j.1528-1167.2006.00543.x] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
PURPOSE Pathophysiologic mechanisms underlying temporal lobe epilepsy (TLE) are still poorly understood. One major hypothesis links alterations in energy metabolism to glutamate excitotoxicity associated with seizures in TLE. The purpose of this study was to determine whether changes in the activities of enzymes critical in energy and neurotransmitter metabolism contributed to the alterations in metabolic status leading to the excitotoxic effects of glutamate. METHODS Activities of four key enzymes involved in energy metabolism and glutamate cycling in the brain [aspartate aminotransferase (AAT), citrate synthase (CS), glutamate dehydrogenase (GDH), and lactate dehydrogenase (LDH)] were measured in anterolateral temporal neocortical and hippocampal tissues obtained from three different groups of medically intractable epilepsy patients having either mesial, paradoxical, or mass lesion-associated temporal lobe epilepsy (MTLE, PTLE, MaTLE), respectively. RESULTS We found that GDH activity was significantly decreased in the temporal cortex mainly in the MTLE group. A similar trend was recognized in the hippocampus of the MTLE. In all three patient groups, GDH activity was considerably lower, and AAT and LDH activities were higher in cortex of MTLE as compared with the corresponding activities in hippocampus (p<0.05). In the MTLE cortex and hippocampus, GDH activities were negatively correlated with the duration since the first intractable seizure. CONCLUSIONS Our results support the hypothesis suggesting major alteration in GDH activity mainly in the MTLE group. It is proposed that significant alterations in the enzyme activities may be contributing to decreased metabolism of glutamate, leading to its accumulation.
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Affiliation(s)
- Gauri H Malthankar-Phatak
- Department of Pharmaceutical Sciences, College of Pharmacy, Idaho State University, Pocatello, Idaho 83209, USA
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156
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Ackermann K, Stehle JH. Melatonin synthesis in the human pineal gland: advantages, implications, and difficulties. Chronobiol Int 2006; 23:369-79. [PMID: 16687310 DOI: 10.1080/07420520500464379] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Rhythms in the mammalian pineal organ depend on afferent information that is derived from the endogenous clock residing in the hypothalamic suprachiasmatic nucleus (SCN). The best characterized function of the pineal gland is the nocturnally elevated synthesis of the hormone melatonin, which provides the body with the signal of the duration of the night period. The rate-limiting enzyme for melatonin synthesis is arylalkylamine N-acetyltransferase (AANAT). In contrast to the transcriptional regulation of the Aanat gene in rodents, a post-translational shaping of the melatonin pattern is indicated in the human pineal gland. Despite the fact that melatonin levels can be determined easily in various body fluids, the molecular elements involved in shaping the rhythmic hormone synthesis cannot be analyzed experimentally in the living organism. However, the use of post-mortem pineal material seems to constitute a valid approach to decipher the regulation of human melatonin synthesis.
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Affiliation(s)
- Katrin Ackermann
- Dr. Senckenbergische Anatomie, Institute of Anatomy III, University Frankfurt, Frankfurt/Main, Germany
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157
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Gulyás B, Dobai J, Szilágyi G, Csécsei G, Székely G. Nitric oxide production in striatum and pallidum of cirrhotic rats. Neurochem Res 2006; 31:157-66. [PMID: 16673175 DOI: 10.1007/s11064-005-9005-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/06/2005] [Indexed: 10/25/2022]
Abstract
Ammonium and manganese are neurotoxic agents related to brain metabolic disturbances observed after prolonged liver damage. The aim of this study was to assess the production of nitric oxide (NO) in the brain of cirrhotic rats exposed to manganese. We induced cirrhosis by bile duct ligation for 4 weeks in rats. From brain, striatum and globus pallidus were dissected out, and NO synthase activity and the content of nitrites plus nitrates (NOx) were determined. In pallidum we found a diminished constitutive NO synthase activity from cirrhotic rats, independently of manganese exposure. This result was confirmed by low levels of NOx in the same brain area (P<0.05, two-way ANOVA). This finding was not related to protein expression of NO synthase since no differences were observed in immunoblot signals between cirrhotic and sham-operated animals. Results from present study suggest that the production of NO is reduced in basal ganglia during cirrhosis.
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Affiliation(s)
- B Gulyás
- Department of Neuroscience, Karolinska Institute, S-171 77, Stockholm, Sweden.
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158
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Tribl F, Marcus K, Bringmann G, Meyer HE, Gerlach M, Riederer P. Proteomics of the human brain: sub-proteomes might hold the key to handle brain complexity. J Neural Transm (Vienna) 2006; 113:1041-54. [PMID: 16835691 DOI: 10.1007/s00702-006-0513-7] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2005] [Accepted: 02/24/2006] [Indexed: 10/24/2022]
Abstract
Proteomics is a promising approach, which provides information about the expression of proteins and increasingly finds application in life science and disease research. Meanwhile, proteomics has proven to be applicable even on post mortem human brain tissue and has opened a new area in neuroproteomics. Thereby, neuroproteomics is usually employed to generate large protein profiles of brain tissue, which mostly reflect the expression of highly abundant proteins. As a complementary approach, the focus on sub-proteomes would enhance more specific insight into brain function. Sub-proteomes are accessible via several strategies, including affinity pull-down approaches, immunoprecipitation or subcellular fractionation. The extraordinary potential of subcellular proteomics to reveal even minute differences in the protein constitution of related cellular organelles is exemplified by a recent global description of neuromelanin granules from the human brain, which could be identified as pigmented lysosome-related organelles.
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Affiliation(s)
- F Tribl
- The National Parkinson Foundation (NPF) Research Laboratories, Miami, FL, USA.
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159
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Horvath MC, Hurd YL, Rajs J, Keller E. Variations in respiratory distress characterize the acute agonal period during heroin overdose death: Relevance to postmortem mRNA studies. Brain Res Bull 2006; 70:251-9. [PMID: 16861111 DOI: 10.1016/j.brainresbull.2006.05.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2006] [Revised: 05/19/2006] [Accepted: 05/23/2006] [Indexed: 11/19/2022]
Abstract
AIMS To determine whether there are factors during apparent rapid heroin overdose death that affect agonal state and thus brain pH (index of hypoxia) that can influence neurobiological systems linked to drug abuse. DESIGN AND METHODS Brain specimens and autopsy/medical reports were investigated in subjects dying from heroin overdose (n=70) and compared to normal controls (n=45) as well as suicide victims (n=31) with a documented rapid cause of death. Detailed autopsy material was characterized as to positive and negative respiratory distress in relation to brain pH; drug toxicity and other demographic information was also evaluated. In situ hybridization histochemistry was used to study mRNA expression levels of dopamine (e.g., D2 receptor, dopamine transporter) and opioid (e.g., proenkephalin) related markers in various structures in relation to brain pH. FINDINGS Brain pH was generally reduced in heroin overdose cases versus normal and suicide subjects. There was, however, significant variation in heroin overdose deaths related to differences in respiratory distress that differentially altered brain pH levels. Various factors such as vomit inhalation, resuscitation, pulmonary embolism and suffocation contributed to positive respiratory distress. Elevated brain pH was observed in heroin overdose with positive alcohol toxicity suggesting potentiated alcohol-induced rapidity of heroin deaths. mRNA expression levels of the dopamine-related genes and proenkephalin were positively correlated with brain pH. CONCLUSIONS Respiratory distress contributes to variations in the acute agonal state during heroin overdose death that differentially alters brain pH levels and significantly impacts mRNA levels. Such findings should be considered for postmortem molecular/neurochemical neurobiological studies of opiate abusers.
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Affiliation(s)
- Monika Cs Horvath
- Department of Forensic Medicine, Semmelweis University, 1091 Budapest, Ulloi Str 93, Hungary
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160
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Bäckman CM, Shan L, Zhang YJ, Hoffer BJ, Leonard S, Troncoso JC, Vonsatel P, Tomac AC. Gene expression patterns for GDNF and its receptors in the human putamen affected by Parkinson's disease: a real-time PCR study. Mol Cell Endocrinol 2006; 252:160-6. [PMID: 16644101 DOI: 10.1016/j.mce.2006.03.013] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Glial cell line-derived neurotrophic factor (GDNF), a member of the transforming growth factor-beta superfamily, is a potent trophic factor for dopaminergic neurons of the ventral midbrain, which are known to degenerate during Parkinson's disease (PD). The neuroprotective, neurorestorative, and stimulatory properties of GDNF has prompted numerous suggestions that this trophic factor may be a potential therapeutic tool to treat PD, and it has also been widely speculated that altered GDNF expression levels may be involved in the pathophysiology of the disease. In this study, we have investigated if mRNA expression levels for GDNF and/or its receptors are altered during PD in the human putamen, a target area for dopamine neurons of the substantia nigra compacta. Expression levels were analyzed with quantitative real-time reverse transcriptase polymerase reaction (RT qPCR) in post-mortem tissues from PD patients and aged matched controls. Primer pairs specific for GDNF (isoforms I and II), and its receptor molecules, GFRalpha1 and cRET were utilized. GDNF, cRET and GFRalpha1 mRNA expression was clearly detected in the putamen of control and Parkinson's disease patients. A modest but significant upregulation of GDNF mRNA levels (Isoform I) was observed in the putamen of Parkinson's disease patients with a marked loss of nigral neurons. No significant changes were observed for the expression of cRet and GFRa1. These data suggest that the extensive loss of dopaminergic neurons in the substantia nigra, and concomitant loss of striatal dopamine, may induce compensatory changes in the expression of target derived GDNF, but not its receptor system.
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Affiliation(s)
- Cristina M Bäckman
- Cellular Neurobiology Branch, National Institute on Drug Abuse, National Institutes of Health, 5500 Nathan Shock Drive, Baltimore, MD 21224, USA.
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161
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Seppänen A, Autio-Harmainen H, Alafuzoff I, Särkioja T, Veijola J, Hurskainen T, Bruckner-Tuderman L, Tasanen K, Majamaa K. Collagen XVII is expressed in human CNS neurons. Matrix Biol 2006; 25:185-8. [PMID: 16387484 DOI: 10.1016/j.matbio.2005.11.004] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2005] [Revised: 11/04/2005] [Accepted: 11/15/2005] [Indexed: 12/28/2022]
Abstract
Type XVII collagen (collagen XVII) is a component of hemidesmosomes, which connect epithelial cells to the underlying basement membrane. Previously, an association has been suggested between neurological disorders and the skin disease bullous pemphigoid, where autoimmunity is directed against collagen XVII. Furthermore, the lack of alpha6 integrin, a ligand of collagen XVII, has been implicated in defects of cortical organization in the mouse brain. In this study, we demonstrate for the first time the presence of collagen XVII in neurons of the human brain by in situ hybridisation, immunohistochemistry and reverse transcriptase-polymerase chain reaction (RT-PCR). We propose that collagen XVII may be involved in the pathogenesis of various disorders affecting neuronal migration or synaptic plasticity.
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Affiliation(s)
- Allan Seppänen
- Department of Neurology, University of Oulu and Clinical Research Center, Oulu University Hospital, FIN-90014 Oulu, Finland
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162
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Gulyás B, Dobai J, Szilágyi G, Csécsei G, Székely G. Continuous Monitoring of Post Mortem Temperature Changes in the Human Brain. Neurochem Res 2006. [DOI: 10.1007/pl00022052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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163
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Abstract
With the increasing application of genomic and proteomic technologies to the research of neurological and psychiatric disorders it has become imperative that the postmortem tissue utilized be of the highest quality possible. Every step of the research design, from identifying donors, acquiring sufficient information for accurate diagnosis, to assessing tissue quality has to be carefully considered. In order to obtain high-quality RNA and protein from the postmortem brain tissue a standardized system of brain collection, dissection, and storage must be employed and key ante- and postmortem factors must be considered. Reliable RNA expression and protein data can be obtained from postmortem brains with relatively long postmortem intervals (PMIs) if the agonal factors and acidosis are not severe. While pH values are correlated with RNA integrity number (RIN), a higher pH does not guarantee intact RNA. Consequently RNA integrity must be assessed for every case before it is included in a study. An analysis of anti- and postmortem factors in a large brain collection has revealed that several diagnostic groups have significantly lower pH values than other groups, however, they do not have significantly lower RIN values. Moreover, the lower pH of these groups is not entirely due to agonal factors and/or smoking, indicating that these subjects may have additional metabolic abnormalities that contribute to the lower pH values.
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164
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Abstract
The ability to form tenable hypotheses regarding the neurobiological basis of normative functions as well as mechanisms underlying neurodegenerative and neuropsychiatric disorders is often limited by the highly complex brain circuitry and the cellular and molecular mosaics therein. The brain is an intricate structure with heterogeneous neuronal and nonneuronal cell populations dispersed throughout the central nervous system. Varied and diverse brain functions are mediated through gene expression, and ultimately protein expression, within these cell types and interconnected circuits. Large-scale high-throughput analysis of gene expression in brain regions and individual cell populations using modern functional genomics technologies has enabled the simultaneous quantitative assessment of dozens to hundreds to thousands of genes. Technical and experimental advances in the accession of tissues, RNA amplification technologies, and the refinement of downstream genetic methodologies including microarray analysis and real-time quantitative PCR have generated a wellspring of informative studies pertinent to understanding brain structure and function. In this review, we outline the advantages as well as some of the potential challenges of applying high throughput functional genomics technologies toward a better understanding of brain tissues and diseases using animal models as well as human postmortem tissues.
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165
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Abstract
Proteomics reveals complex protein expression, function, interactions and localization in different phenotypes of neuron. As proteomics, regarded as a highly complex screening technology, moves from a theoretical approach to practical reality, neuroscientists have to determine the most-appropriate applications for this technology. Even though proteomics compliments genomics, it is in sheer contrast to the basically constant genome due to its dynamic nature. Neuroscientists have to surmount difficulties particular to the research in neuroscience; such as limited sample amounts, heterogeneous cellular compositions in samples and the fact that many proteins of interest are hydrophobic proteins. The necessity of exclusive technology, sophisticated software and skilled manpower tops the challenge. This review examines subcellular organelle isolation, protein fractionation and separation using two-dimensional gel electrophoresis (2-DGE) as well as multi-dimensional liquid chromatography (LC) followed by mass spectrometry (MS). The methods for quantifying relative gene product expression between samples (e.g., two-dimensional difference in gel electrophoresis (2D-DIGE), isotope-coded affinity tag (ICAT) and iTRAQ) are elaborated. An overview of the techniques used currently to assign post-translational modification status on a proteomics scale is also evaluated. The feasible coverage of the proteome, ability to detect unique cell components such as post-synaptic densities and membrane proteins, resource requirements and quantitative as well as qualitative reliability of different approaches is also discussed. While there are many challenges in neuroproteomics, this field promises many returns in the future.
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166
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Korolainen MA, Goldsteins G, Nyman TA, Alafuzoff I, Koistinaho J, Pirttilä T. Oxidative modification of proteins in the frontal cortex of Alzheimer's disease brain. Neurobiol Aging 2006; 27:42-53. [PMID: 16298240 DOI: 10.1016/j.neurobiolaging.2004.11.010] [Citation(s) in RCA: 79] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2003] [Revised: 09/29/2004] [Accepted: 11/18/2004] [Indexed: 11/26/2022]
Abstract
There is a large body of evidence highlighting the importance of oxidative stress in the pathogenesis of Alzheimer's disease (AD). We have previously standardised a method that can be applied to study oxidative changes in individual brain proteins by using two-dimensional oxyblots (Korolainen MA, Goldsteins G, Alafuzoff I, Koistinaho J, Pirttilä T. Proteomic analysis of protein oxidation in Alzheimer's disease brain. Electrophoresis 2002;23(19):3428-33). Here we have identified proteins that exhibited oxidative changes in AD when compared to age-matched controls and these protein changes have been further examined in relation to the neuropathological data. Indeed, several Tris-HCl soluble proteins tended to be less oxidised in AD when compared to controls. Two enzymes, mitochondrial glutamate dehydrogenase and cytosolic malate dehydrogenase, were increased in amount but showed significantly decreased degree of oxidation in AD brains when compared to controls. Furthermore, some changes related to the amounts or oxidation statuses of proteins were associated with the duration of the clinical impairment and also with the neuropathology. These results do not contradict the hypothesis of increased oxidative stress in AD but may represent co-existing compensatory changes in response to oxidative stress.
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Affiliation(s)
- Minna A Korolainen
- Department of Neuroscience and Neurology, University of Kuopio, and Department of Neurology, Kuopio University Hospital, Kuopio, Finland.
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167
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Franz H, Ullmann C, Becker A, Ryan M, Bahn S, Arendt T, Simon M, Pääbo S, Khaitovich P. Systematic analysis of gene expression in human brains before and after death. Genome Biol 2005; 6:R112. [PMID: 16420671 PMCID: PMC1414111 DOI: 10.1186/gb-2005-6-13-r112] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2005] [Revised: 08/23/2005] [Accepted: 12/06/2005] [Indexed: 12/02/2022] Open
Abstract
Comparison of the gene expression profiles of pre- and post-mortem human brains suggests that post-mortem human brain samples are suitable for investigating general gene-expression patterns. Background Numerous studies have employed microarray techniques to study changes in gene expression in connection with human disease, aging and evolution. The vast majority of human samples available for research are obtained from deceased individuals. This raises questions about how well gene expression patterns in such samples reflect those of living individuals. Results Here, we compare gene expression patterns in two human brain regions in postmortem samples and in material collected during surgical intervention. We find that death induces significant expression changes in more than 10% of all expressed genes. These changes are non-randomly distributed with respect to their function. Moreover, we observe similar expression changes due to death in two distinct brain regions. Consequently, the pattern of gene expression differences between the two brain regions is largely unaffected by death, although the magnitude of differences is reduced by 50% in postmortem samples. Furthermore, death-induced changes do not contribute significantly to gene expression variation among postmortem human brain samples. Conclusion We conclude that postmortem human brain samples are suitable for investigating gene expression patterns in humans, but that caution is warranted in interpreting results for individual genes.
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Affiliation(s)
- Henriette Franz
- Max-Planck-Institute for Evolutionary Anthropology, Deutscher Platz, D-04103 Leipzig, Germany
| | - Claudia Ullmann
- Department of Neuropathology and National Brain Tumor Reference Center, University of Bonn Medical Center, Sigmund-Freud-Strasse, D-53105 Bonn, Germany
| | - Albert Becker
- Department of Neuropathology and National Brain Tumor Reference Center, University of Bonn Medical Center, Sigmund-Freud-Strasse, D-53105 Bonn, Germany
| | - Margaret Ryan
- Cambridge Centre for Neuropsychiatric Research, Institute of Biotechnology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QT, UK
| | - Sabine Bahn
- Cambridge Centre for Neuropsychiatric Research, Institute of Biotechnology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QT, UK
| | - Thomas Arendt
- Paul Flechsig Institute for Brain Research, University of Leipzig, Jahnallee, D-04109 Leipzig, Germany
| | - Matthias Simon
- Department of Neurosurgery, University of Bonn Medical Center, Sigmund-Freud-Strasse, D-53105 Bonn, Germany
| | - Svante Pääbo
- Max-Planck-Institute for Evolutionary Anthropology, Deutscher Platz, D-04103 Leipzig, Germany
| | - Philipp Khaitovich
- Max-Planck-Institute for Evolutionary Anthropology, Deutscher Platz, D-04103 Leipzig, Germany
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168
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Affiliation(s)
- John Ravits
- Benaroya Research Institute at Virginia Mason, 1201 Ninth Avenue, Seattle, WA 98101, USA.
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169
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Kannanayakal TJ, Eberwine J. mRNA methods used in dissecting gene expression of the brain. Ageing Res Rev 2005; 4:513-28. [PMID: 16257586 DOI: 10.1016/j.arr.2005.09.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2005] [Accepted: 09/07/2005] [Indexed: 10/25/2022]
Affiliation(s)
- Theresa Joseph Kannanayakal
- Department of Pharmacology, University of Pennsylvania School of Medicine, 37 John Morgan Building, 3620 Hamilton Walk, Philadelphia, PA 19104-6084, USA
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170
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171
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Korolainen MA, Auriola S, Nyman TA, Alafuzoff I, Pirttilä T. Proteomic analysis of glial fibrillary acidic protein in Alzheimer's disease and aging brain. Neurobiol Dis 2005; 20:858-70. [PMID: 15979880 DOI: 10.1016/j.nbd.2005.05.021] [Citation(s) in RCA: 92] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2005] [Revised: 05/12/2005] [Accepted: 05/17/2005] [Indexed: 01/04/2023] Open
Abstract
Chronic inflammation is known to play an important role in the heterogeneous pathogenesis of Alzheimer's disease (AD). Activated astrocytes expressing glial fibrillary acidic protein (GFAP) are closely associated with AD pathology, such as tangles, neuritic plaques and amyloid depositions. Altogether, 46 soluble isoforms of GFAP were separated and most of them quantified by two-dimensional immunoblotting in frontal cortices of AD patients and age-matched controls. A 60% increase in the amount of more acidic isoforms of GFAP was observed in AD and these isoforms were both phosphorylated and N-glycosylated, while more basic isoforms were O-glycosylated and exhibited no quantitative differences between post-mortem AD and control brains. These data highlight the importance of exploring isoform-specific levels of proteins in pathophysiological conditions since modifications of proteins determine their activity state, localization, turnover and interaction with other molecules. Mechanisms, structures and functional consequences of modification of GFAP isoforms remain to be clarified.
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Affiliation(s)
- Minna A Korolainen
- Department of Neuroscience and Neurology, University of Kuopio, Harjulantie 1D, P.O. Box 1627, FIN-70211 Kuopio, Finland.
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172
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Kuliwaba JS, Fazzalari NL, Findlay DM. Stability of RNA isolated from human trabecular bone at post-mortem and surgery. Biochim Biophys Acta Mol Basis Dis 2005; 1740:1-11. [PMID: 15878735 DOI: 10.1016/j.bbadis.2005.03.005] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2004] [Revised: 03/11/2005] [Accepted: 03/11/2005] [Indexed: 11/22/2022]
Abstract
To determine the reliability of gene expression studies in human post-mortem bone, it is important to evaluate the stability of RNA isolated from such tissues as a function of the post-mortem interval. The stability of total RNA and bone-specific mRNA species was examined in bone samples obtained from routine autopsies and at surgery. The optimal temperature for any storage and transport of the bone before RNA isolation was shown to be 4 degrees C, and RT-PCR analysis is the preferred technique for the analysis of gene expression in post-mortem bone as it tolerates partial RNA degradation. For gene expression studies in bone, post-mortem cases, with a post-mortem interval of less than 48 h, should be selected, and the time that bone is stored after retrieval at autopsy or surgery should be kept to a minimum. Overall, our findings indicate that with appropriate storage and handling, RNA can be reliably isolated from human bone obtained at post-mortem and surgery to study ex vivo the pattern of gene expression in healthy individuals and in patients with musculoskeletal diseases such as osteoporosis and osteoarthritis.
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Affiliation(s)
- Julia S Kuliwaba
- Bone and Joint Research Laboratory, Division of Tissue Pathology, Institute of Medical and Veterinary Science and Hanson Institute, Frome Road, Adelaide 5000, South Australia, Australia.
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173
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Chambers JS, Perrone-Bizzozero NI. Altered myelination of the hippocampal formation in subjects with schizophrenia and bipolar disorder. Neurochem Res 2005; 29:2293-302. [PMID: 15672553 DOI: 10.1007/s11064-004-7039-x] [Citation(s) in RCA: 89] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Myelination of the frontal and temporal lobes occurs at a similar time period as symptom onset in schizophrenia. To assess this potential relationship, we compared myelination and oligodendrocyte numbers in the hippocampal formation of controls and matched subjects with schizophrenia and bipolar disorder. The levels and distribution of the myelin marker myelin basic protein (MBP) and the oligodendrocyte marker adenomatous polyposis coli (APC) were measured using immunocytochemistry. MBP immunoreactivity (IR) was increased in several hippocampal subregions of control females versus control males. Female subjects with schizophrenia and bipolar disorder exhibited decreased myelination in the hippocampal formation while male subjects with bipolar disorder showed increased MBP levels in the superior medullary lamina. In contrast, the number of APC immunoreactive cells did not differ in any disorder or region. Our results demonstrate an interaction between gender, mental illness, and myelination, and may be related to cognitive deficits seen in schizophrenia and bipolar disorder.
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Affiliation(s)
- Jessie S Chambers
- 915 Camino de Salud NE, Department of Neurosciences, University of New Mexico School of Medicine, Albuquerque, NM 87131, USA
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174
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Soverchia L, Ubaldi M, Leonardi-Essmann F, Ciccocioppo R, Hardiman G. Microarrays--the challenge of preparing brain tissue samples. Addict Biol 2005; 10:5-13. [PMID: 15849014 DOI: 10.1080/13556210412331327803] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Microarray experiments allow researchers to collect an amazing amount of gene expression data that have the potential to provide unique information to help interpretation of the biological functions of the central nervous system. These experiments are, however, technically demanding and present unique difficulties when used in the context of neuroscience research, in particular. Success or failure of microarray experiments are highly dependent on reproducible target preparations. This involves a relatively long chain of preparation steps, such as removal of tissue from experimental animals or from post-mortem human brains, storage, selection, and excision of brain regions. This is followed by RNA extraction, reverse transcription, and labeling of target cDNAs or cRNAs. Additionally, it is emphasized that the quality of microarray data largely relies on the proper handling of animals throughout experiments and the time of the day when experiments are stopped. This article tries to provide hints for some basic rules to be observed in preparation of samples for expression profiling studies.
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Affiliation(s)
- Laura Soverchia
- Department of Pharmacological Science and Experimental Medicine, University of Camerino, 62032 Camerino, Italy
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175
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Paulson L, Persson R, Karlsson G, Silberring J, Bierczynska-Krzysik A, Ekman R, Westman-Brinkmalm A. Proteomics and peptidomics in neuroscience. Experience of capabilities and limitations in a neurochemical laboratory. JOURNAL OF MASS SPECTROMETRY : JMS 2005; 40:202-213. [PMID: 15706622 DOI: 10.1002/jms.740] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
The increasing use of proteomics has created a basis for new strategies to develop methodologies for rapid identification of protein patterns in living organisms. It has also become evident that proteomics has other potential applications than protein and peptide identification, e.g. protein characterization, with the aim of revealing their structure, function(s) and interactions of proteins. In comparative proteomics studies, the protein expression of a certain biological system is compared with another system or the same system under perturbed conditions. Global identification of proteins in neuroscience is extremely complex, owing to the limited availability of biological material and very low concentrations of the molecules. Moreover, in addition to proteins, there are number of peptides that must also be considered in global studies on the central nervous system. In this overview, we focus on and discuss problems related to the different sources of biological material and sample handling, which are part of all preparatory and analytical steps. Straightforward protocols are desirable to avoid excessive purification steps, since loss of material at each step is inevitable. We would like to merge the two worlds of proteomics/peptidomics and neuroscience, and finally we consider different practical and technical aspects, illustrated with examples from our laboratory.
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Affiliation(s)
- Linda Paulson
- Institute of Clinical Neuroscience, Experimental Neuroscience Section, The Sahlgrenska Academy at Göteborg University, 431 80 Mölndal, Sweden
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176
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Katsel PL, Davis KL, Haroutunian V. Large-Scale Microarray Studies of Gene Expression in Multiple Regions of the Brain in Schizophrenia and Alzheimer's Disease. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2005; 63:41-82. [PMID: 15797465 DOI: 10.1016/s0074-7742(05)63003-6] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Pavel L Katsel
- Department of Psychiatry, The Mount Sinai School of Medicine New York, New York 10029 USA
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177
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Buckley ST, Dodd PR. GABAA receptor β subunit mRNA expression in the human alcoholic brain. Neurochem Int 2004; 45:1011-20. [PMID: 15337300 DOI: 10.1016/j.neuint.2004.05.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2003] [Accepted: 05/14/2004] [Indexed: 11/29/2022]
Abstract
A competitive RT-PCR assay was used to quantify the expression of the GABA(A) receptor beta(1), beta(2) and beta(3) isoform mRNA transcripts in the superior frontal cortex and motor cortex of 21 control and 22 alcoholic cases. A single set of primers was designed that permitted amplification of all three transcripts and the internal standard simultaneously; differentiation of the individual transcripts was achieved by restriction enzyme digestion. Construction of a standard curve, using the internal standard and a concentration range of beta(2) cRNA-enabled quantitation of mRNA expression levels. No significant difference in mRNA expression was found between the control and alcoholic case groups in either the superior frontal or motor cortex for the beta(2) or beta(3) isoforms. A significant interaction was found between isoform and area, although, the two case groups did not partition on this measure. The interaction was due to a significant difference between superior frontal and motor cortex for the beta(3) isoform; this regional comparison was not significant for beta(2) mRNA. Age at death and post-mortem delay (PMD) had no significant effect on beta mRNA expression in either case group in either region. A beta(1) signal could not be detected in the RT-PCR assay.
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Affiliation(s)
- S Tracey Buckley
- School of Molecular and Microbial Sciences, University of Queensland, Brisbane, Australia.
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178
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Siew LK, Love S, Dawbarn D, Wilcock GK, Allen SJ. Measurement of pre- and post-synaptic proteins in cerebral cortex: effects of post-mortem delay. J Neurosci Methods 2004; 139:153-9. [PMID: 15488227 DOI: 10.1016/j.jneumeth.2004.04.020] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2004] [Revised: 04/20/2004] [Accepted: 04/22/2004] [Indexed: 10/26/2022]
Abstract
Assessments of synaptic density in human brain are often based on measurements of synaptic proteins. Little information is available on their post-mortem stability. We have investigated this by ELISAs of the pre-synaptic proteins syntaxin and synaptophysin, and the post-synaptic protein PSD-95, in rat and human cortex. The rat brains were cooled in situ from 37 to 20 or 4 degrees C over 3 h, and then kept at 20 or 4 degrees C for a further 24-72 h, to simulate post-mortem storage at room temperature or in a mortuary refrigerator. Synaptophysin and PSD-95 levels in rat cerebral cortex were not significantly decreased after 72 h of incubation at 20 degrees C. Syntaxin was stable for 24 h but decreased by 39-44% at 48-72 h. Storage at 4 degrees C resulted in a similar reduction of syntaxin levels over 72 h. In human brain tissue from 160 people aged 24-102 years, post-mortem delay had little effect on synaptic protein levels in superior temporal cortex, but was associated with a decline in PSD-95 and syntaxin in mid-frontal cortex after 24 h. The more robust stability of synaptophysin may be related to its multi-transmembrane structure.
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Affiliation(s)
- Lai Khai Siew
- Henry Wellcome Laboratories for Integrative Neuroscience and Endocrinology (Care of the Elderly), University of Bristol, Dorothy Hodgkin Building, Whitson Street, Bristol BS1 3NY, UK
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179
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Dodd PR, Foley PF, Buckley ST, Eckert AL, Innes DJ. Genes and gene expression in the brain of the alcoholic. Addict Behav 2004; 29:1295-309. [PMID: 15345266 DOI: 10.1016/j.addbeh.2004.06.010] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Chronic alcoholism leads to localized brain damage, which is prominent in superior frontal cortex but mild in motor cortex. The likelihood of developing alcohol dependence is associated with genetic markers. GABAA receptor expression differs between alcoholics and controls, whereas glutamate receptor differences are muted. We determined whether genotype differentiated the localized expression of glutamate and gamma-aminobutyric acid (GABA) receptors to influence the severity of alcohol-induced brain damage. Cerebrocortical tissue was obtained at autopsy from alcoholics without alcohol-related disease, alcoholics with cirrhosis, and matched controls. DRD2A, DRD2B, GABB2, EAAT2, and 5HTT genotypes did not divide alcoholic cases and controls on N-methyl-d-aspartate (NMDA) receptor parameters. In contrast, alcohol dehydrogenase (ADH)3 genotype interacted significantly with NMDA receptor efficacy and affinity in a region-specific manner. EAAT2 genotype interacted significantly with local GABAA receptor beta subunit mRNA expression, and GABB2 and DRD2B genotypes with beta subunit isoform protein expression. Genotype may modulate amino acid transmission locally so as to mediate neuronal vulnerability. This has implications for the effectiveness of pharmacological interventions aimed at ameliorating brain damage and, possibly, dependence.
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Affiliation(s)
- Peter R Dodd
- School of Molecular and Microbial Sciences, University of Queensland, Brisbane, Australia.
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180
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Abstract
As the technology of proteomics moves from a theoretical approach to a practical reality, neuroscientists will have to determine the most appropriate applications for this technology. Neuroscientists will have to surmount difficulties particular to their research, such as limited sample amounts, heterogeneous cellular compositions in samples, and the fact that many proteins of interest are rare, hydrophobic proteins. This review examines protein isolation and protein fractionation and separation using two-dimensional electrophoresis (2-DE) and mass spectrometry proteomic methods. Methods for quantifying relative protein expression between samples (e.g., 2-DIGE, and ICAT) are also described. The coverage of the proteome, ability to detect membrane proteins, resource requirements, and quantitative reliability of different approaches is also discussed. Although there are many challenges in proteomic neuroscience, this field promises many rewards in the future.
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Affiliation(s)
- Willard M. Freeman
- Departments of Pharmacology and Psychiatry & Behavioral Sciences, Yerkes National Primate Research Center, Neuroscience Division, Emory University School of Medicine, Atlanta, Georgia
| | - Scott E. Hemby
- Departments of Pharmacology and Psychiatry & Behavioral Sciences, Yerkes National Primate Research Center, Neuroscience Division, Emory University School of Medicine, Atlanta, Georgia
- Address reprint requests to: Scott E. Hemby, Yerkes National Primate Research Center, 954 Gatewood Road, Atlanta, Georgia 30329.
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181
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Gittins R, Harrison PJ. Neuronal density, size and shape in the human anterior cingulate cortex: a comparison of Nissl and NeuN staining. Brain Res Bull 2004; 63:155-60. [PMID: 15130705 DOI: 10.1016/j.brainresbull.2004.02.005] [Citation(s) in RCA: 119] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2003] [Revised: 02/03/2004] [Accepted: 02/05/2004] [Indexed: 11/28/2022]
Abstract
There are an increasing number of quantitative morphometric studies of the human cerebral cortex, especially as part of comparative investigations of major psychiatric disorders. In this context, the present study had two aims. First, to provide quantitative data regarding key neuronal morphometric parameters in the anterior cingulate cortex. Second, to compare the results of conventional Nissl staining with those observed after immunostaining with NeuN, an antibody becoming widely used as a selective neuronal marker. We stained adjacent sections of area 24b from 16 adult brains with cresyl violet or NeuN. We measured the density of pyramidal and non-pyramidal neurons, and the size and shape of pyramidal neurons, in laminae II, III, Va, Vb and VI, using two-dimensional counting methods. Strong correlations between the two modes of staining were seen for all variables. However, NeuN gave slightly higher estimates of neuronal density and size, and a more circular perikaryal shape. Brain pH was correlated with neuronal size, measured with both methods, and with neuronal shape. Age and post-mortem interval showed no correlations with any parameter. These data confirm the value of NeuN as a tool for quantitative neuronal morphometric studies in routinely processed human brain tissue. Absolute values are highly correlated between NeuN and cresyl violet stains, but cannot be interchanged. NeuN may be particularly useful when it is important to distinguish small neurons from glia, such as in cytoarchitectural studies of the cerebral cortex in depression and schizophrenia.
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Affiliation(s)
- Rebecca Gittins
- Department of Psychiatry, University of Oxford, Warneford Hospital, Neurosciences Building, Oxford OX3 7JX, UK
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182
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Tomita H, Vawter MP, Walsh DM, Evans SJ, Choudary PV, Li J, Overman KM, Atz ME, Myers RM, Jones EG, Watson SJ, Akil H, Bunney WE. Effect of agonal and postmortem factors on gene expression profile: quality control in microarray analyses of postmortem human brain. Biol Psychiatry 2004; 55:346-52. [PMID: 14960286 PMCID: PMC3098566 DOI: 10.1016/j.biopsych.2003.10.013] [Citation(s) in RCA: 258] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2003] [Revised: 10/21/2003] [Accepted: 10/21/2003] [Indexed: 11/17/2022]
Abstract
There are major concerns that specific agonal conditions, including coma and hypoxia, might affect ribonucleic acid (RNA) integrity in postmortem brain studies. We report that agonal factors significantly affect RNA integrity and have a major impact on gene expression profiles in microarrays. In contrast to agonal factors, gender, age, and postmortem factors have less effect on gene expression profiles. The Average Correlation Index is proposed as a method for evaluating RNA integrity on the basis of similarity of microarray profiles. Reducing the variance due to agonal factors is critical in investigating small but validated gene expression differences in messenger RNA levels between psychiatric patients and control subjects.
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Affiliation(s)
- Hiroaki Tomita
- Department of Psychiatry and Human Behavior, University of California-Irvine, Irvine, CA 92697-1675, USA
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183
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Wu YH, Feenstra MGP, Zhou JN, Liu RY, Toranõ JS, Van Kan HJM, Fischer DF, Ravid R, Swaab DF. Molecular changes underlying reduced pineal melatonin levels in Alzheimer disease: alterations in preclinical and clinical stages. J Clin Endocrinol Metab 2003; 88:5898-906. [PMID: 14671188 DOI: 10.1210/jc.2003-030833] [Citation(s) in RCA: 186] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
A disturbed sleep-wake rhythm is common in Alzheimer disease (AD) patients and correlated with decreased melatonin levels and a disrupted circadian melatonin rhythm. Melatonin levels in the cerebrospinal fluid are decreased during the progression of AD neuropathology (as determined by the Braak stages), already in cognitively intact subjects with the earliest AD neuropathology (Braak stages I-II) (preclinical AD). To investigate the molecular mechanisms behind the decreased melatonin levels, we measured monoamines and mRNA levels of enzymes of the melatonin synthesis and its noradrenergic regulation in pineal glands from 18 controls, 33 preclinical AD subjects, and 25 definite AD patients. Pineal melatonin levels were highly correlated with cerebrospinal fluid melatonin levels. The circadian melatonin rhythm disappeared because of decreased nocturnal melatonin levels in both the preclinical AD and AD patients. Also the circadian rhythm of beta(1)-adrenergic receptor mRNA disappeared in both patient groups. The precursor of melatonin, serotonin was stepwise depleted during the course of AD, as indicated by the up-regulated monoamine oxidase A mRNA and activity (5-hydroxyindoleacetic acid:serotonin ratio). We conclude that a dysfunction of noradrenergic regulation and the depletion of serotonin by increased monoamine oxidase A result in the loss of melatonin rhythm already in preclinical AD.
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Affiliation(s)
- Ying-Hui Wu
- Anhui Geriatric Institute, First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui People's Republic of China
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184
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Hynd MR, Scott HL, Dodd PR. Quantitation of alternatively spliced NMDA receptor NR1 isoform mRNA transcripts in human brain by competitive RT-PCR. BRAIN RESEARCH. BRAIN RESEARCH PROTOCOLS 2003; 11:52-66. [PMID: 12697263 DOI: 10.1016/s1385-299x(03)00015-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The N-methyl-D-aspartate (NMDA)-selective subtype of ionotropic glutamate receptor is of importance in neuronal differentiation and synapse consolidation, activity-dependent forms of synaptic plasticity, and excitatory amino acid-mediated neuronal toxicity [Neurosci. Res. Program Bull. 19 (1981) 1; Lab. Invest. 68 (1993) 372]. NMDA receptors exist in vivo as tetrameric or pentameric complexes comprising proteins from two families of homologous subunits, designated NR1 and NR2(A-D) [Biochem. Biophys. Res. Commun. 185 (1992) 826]. The gene coding for the human NR1 subunit (hNR1) is composed of 21 exons, three of which (4, 20 and 21) can be differentially spliced to generate a total of eight distinct subunit variants. We detail here a competitive RT-PCR (cRT-PCR) protocol to quantify endogenous levels of hNR1 splice variants in autopsied human brain. Quantitation of each hNR1 splice variant is performed using standard curve methodology in which a known amount of synthetic ribonucleic acid competitor (internal standard) is co-amplified against total RNA. This method can be used for the quantitation of hNR1 mRNA levels in response to acute or chronic disease states, in particular in the glutamatergic-associated neuronal loss observed in Alzheimer's disease [J. Neurochem. 78 (2001) 175]. Furthermore, alterations in hNR1 mRNA expression may be reflected at the translational level, resulting in functional changes in the NMDA receptor.
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Affiliation(s)
- Matthew R Hynd
- Department of Biochemistry, University of Queensland, Brisbane 4072, Australia
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