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Hirayama M, Mure LS, Le HD, Panda S. Neuronal reprogramming of mouse and human fibroblasts using transcription factors involved in suprachiasmatic nucleus development. iScience 2024; 27:109051. [PMID: 38384840 PMCID: PMC10879699 DOI: 10.1016/j.isci.2024.109051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 10/18/2023] [Accepted: 01/23/2024] [Indexed: 02/23/2024] Open
Abstract
The hypothalamic suprachiasmatic nucleus (SCN) is composed of heterogenous populations of neurons that express signaling peptides such as vasoactive intestinal polypeptide (VIP) and arginine vasopressin (AVP) and regulate circadian rhythms in behavior and physiology. SCN neurons acquire functional and morphological specializations from waves of transcription factors (TFs) that are expressed during neurogenesis. However, the in vitro generation of SCN neurons has never been achieved. Here we supplemented a highly efficient neuronal conversion protocol with TFs that are expressed during SCN neurogenesis, namely Six3, Six6, Dlx2, and Lhx1. Neurons induced from mouse and human fibroblasts predominantly exhibited neuronal properties such as bipolar or multipolar morphologies, GABAergic neurons with expression of VIP. Our study reveals a critical contribution of these TFs to the development of vasoactive intestinal peptide (Vip) expressing neurons in the SCN, suggesting the regenerative potential of neuronal subtypes contained in the SCN for future SCN regeneration and in vitro disease remodeling.
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Affiliation(s)
- Masatoshi Hirayama
- Regulatory Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
- Department of Ophthalmology, School of Medicine, Keio University, Tokyo, Japan
| | - Ludovic S. Mure
- Regulatory Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
- Department of Ophthalmology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department of BioMedical Research, University of Bern, Bern, Switzerland
| | - Hiep D. Le
- Regulatory Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Satchidananda Panda
- Regulatory Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
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2
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Long-term primary culture of neurons taken from chick embryo brain: A model to study neural cell biology, synaptogenesis and its dynamic properties. J Neurosci Methods 2016; 263:123-33. [DOI: 10.1016/j.jneumeth.2016.02.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2015] [Revised: 01/27/2016] [Accepted: 02/04/2016] [Indexed: 11/20/2022]
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Gilmour AD, Woolley AJ, Poole-Warren LA, Thomson CE, Green RA. A critical review of cell culture strategies for modelling intracortical brain implant material reactions. Biomaterials 2016; 91:23-43. [PMID: 26994876 DOI: 10.1016/j.biomaterials.2016.03.011] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Revised: 02/29/2016] [Accepted: 03/06/2016] [Indexed: 02/07/2023]
Abstract
The capacity to predict in vivo responses to medical devices in humans currently relies greatly on implantation in animal models. Researchers have been striving to develop in vitro techniques that can overcome the limitations associated with in vivo approaches. This review focuses on a critical analysis of the major in vitro strategies being utilized in laboratories around the world to improve understanding of the biological performance of intracortical, brain-implanted microdevices. Of particular interest to the current review are in vitro models for studying cell responses to penetrating intracortical devices and their materials, such as electrode arrays used for brain computer interface (BCI) and deep brain stimulation electrode probes implanted through the cortex. A background on the neural interface challenge is presented, followed by discussion of relevant in vitro culture strategies and their advantages and disadvantages. Future development of 2D culture models that exhibit developmental changes capable of mimicking normal, postnatal development will form the basis for more complex accurate predictive models in the future. Although not within the scope of this review, innovations in 3D scaffold technologies and microfluidic constructs will further improve the utility of in vitro approaches.
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Affiliation(s)
- A D Gilmour
- Graduate School of Biomedical Engineering, The University of New South Wales, Sydney, NSW 2052, Australia.
| | - A J Woolley
- Graduate School of Biomedical Engineering, The University of New South Wales, Sydney, NSW 2052, Australia; Western Sydney University, Sydney, NSW, Australia
| | - L A Poole-Warren
- Graduate School of Biomedical Engineering, The University of New South Wales, Sydney, NSW 2052, Australia
| | - C E Thomson
- Department of Veterinary Medicine, University of Alaska, Fairbanks, AK 99775, USA
| | - R A Green
- Graduate School of Biomedical Engineering, The University of New South Wales, Sydney, NSW 2052, Australia
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Moldavan M, Cravetchi O, Williams M, Irwin RP, Aicher SA, Allen CN. Localization and expression of GABA transporters in the suprachiasmatic nucleus. Eur J Neurosci 2015; 42:3018-32. [PMID: 26390912 DOI: 10.1111/ejn.13083] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Revised: 08/12/2015] [Accepted: 09/17/2015] [Indexed: 01/25/2023]
Abstract
GABA is a principal neurotransmitter in the suprachiasmatic hypothalamic nucleus (SCN), the master circadian clock. Despite the importance of GABA and GABA uptake for functioning of the circadian pacemaker, the localization and expression of GABA transporters (GATs) in the SCN has not been investigated. The present studies used Western blot analysis, immunohistochemistry and electron microscopy to demonstrate the presence of GABA transporter 1 (GAT1) and GAT3 in the SCN. By using light microscopy, GAT1 and GAT3 were co-localized throughout the SCN, but were not expressed in the perikarya of arginine vasopressin- or vasoactive intestinal peptide-immunoreactive (-ir) neurons of adult rats, nor in the neuronal processes labelled with the neurofilament heavy chain. Using electron microscopy, GAT1- and GAT3-ir was found in glial processes surrounding unlabelled neuronal perikarya, axons, dendrites, and enveloped symmetric and asymmetric axo-dendritic synapses. Glial fibrillary acidic protein-ir astrocytes grown in cell culture were immunopositive for GAT1 and GAT3 and both GATs could be observed in the same glial cell. These data demonstrate that synapses in the SCN function as 'tripartite' synapses consisting of presynaptic axon terminals, postsynaptic membranes and astrocytes that contain GABA transporters. This model suggests that astrocytes expressing both GATs may regulate the extracellular GABA, and thereby modulate the activity of neuronal networks in the SCN.
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Affiliation(s)
- Michael Moldavan
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, Portland, OR, 97239-3098, USA
| | - Olga Cravetchi
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, Portland, OR, 97239-3098, USA
| | - Melissa Williams
- Physiology and Pharmacology, Oregon Health & Science University, Portland, OR, USA
| | - Robert P Irwin
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, Portland, OR, 97239-3098, USA
| | - Sue A Aicher
- Physiology and Pharmacology, Oregon Health & Science University, Portland, OR, USA
| | - Charles N Allen
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, Portland, OR, 97239-3098, USA.,Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, USA
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Derventzi A, Nikolopoulou M, Apostolou A, Kataki A, Bakopoulos K, Androulis A, Kilidireas C, Zografos G, Konstadoulakis MM. An in vitro model for investigating human autologous neuronal-astrocyte and immune cell interactions underlying neurodegenerative and immunosuppressive processes in neuropathy. Brain Res 2014; 1587:1-14. [PMID: 25218612 DOI: 10.1016/j.brainres.2014.08.058] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Revised: 07/02/2014] [Accepted: 08/19/2014] [Indexed: 01/01/2023]
Abstract
Primary mixed neuronal-astrocytic cultures were established from human brain tissues from elective surgical procedures and maintained in vitro for over 21 days. The majority of cells (a) expressed morphological and cytoskeletal markers of differentiated neurons (MAP2a&b; Tau) or astrocytes (GFAP) in anticipated proportion (1:2), and (b) regenerated synaptic connections and neural-astrocytic associations. Co-cultures with autologous blood leukocytes established that alterations in the viability (by Annexin V/PI) of brain and immune cells over 3 days were indicative of neurodegenerative or immunosuppressive processes. During co-culture, B-cells (CD19+) remained largely unaffected while T-lymphocytes (CD3+) and monocytes (CD14+) declined, consistent with immunosuppressive process. Indications of immunosuppression were not observed when immune cells were maintained in free of neural cells medium collected from neuro-cultures. Decline in brain cell viability in neuro-immune co-cultures may be associated with density of activated monocytes (HLA-DR+/CD14+), consistent with neurodegenerative process. Our findings, though preliminary and associated with significant variability between individuals, establish an approach to investigate neuroimmune pathology in humans.
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Affiliation(s)
- Anastasia Derventzi
- Laboratory of Surgical Research, First Department of Propaedeutic Surgery, National Kapodistrian University of Athens, Athens, Greece.
| | - Muarilena Nikolopoulou
- Laboratory of Surgical Research, First Department of Propaedeutic Surgery, National Kapodistrian University of Athens, Athens, Greece
| | - Anastasia Apostolou
- Laboratory of Surgical Research, First Department of Propaedeutic Surgery, National Kapodistrian University of Athens, Athens, Greece
| | - Agapi Kataki
- Laboratory of Surgical Research, First Department of Propaedeutic Surgery, National Kapodistrian University of Athens, Athens, Greece
| | - Konstantinos Bakopoulos
- Laboratory of Surgical Research, First Department of Propaedeutic Surgery, National Kapodistrian University of Athens, Athens, Greece
| | | | - Constantinos Kilidireas
- Neurologic Clinic, 'Aeginiteio' Hospital, National Kapodistrian University of Athens, Athens, Greece
| | - George Zografos
- First Department of Propaedeutic Surgery, 'Hippocration' Hospital, National Kapodistrian University of Athens, Athens, Greece
| | - Manousos M Konstadoulakis
- Laboratory of Surgical Research, First Department of Propaedeutic Surgery, National Kapodistrian University of Athens, Athens, Greece; First Department of Propaedeutic Surgery, 'Hippocration' Hospital, National Kapodistrian University of Athens, Athens, Greece
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Three-dimensional scaffolding to investigate neuronal derivatives of human embryonic stem cells. Biomed Microdevices 2013; 14:829-838. [PMID: 22767243 DOI: 10.1007/s10544-012-9662-7] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Access to unlimited numbers of live human neurons derived from stem cells offers unique opportunities for in vitro modeling of neural development, disease-related cellular phenotypes, and drug testing and discovery. However, to develop informative cellular in vitro assays, it is important to consider the relevant in vivo environment of neural tissues. Biomimetic 3D scaffolds are tools to culture human neurons under defined mechanical and physico-chemical properties providing an interconnected porous structure that may potentially enable a higher or more complex organization than traditional two-dimensional monolayer conditions. It is known that even minor variations in the internal geometry and mechanical properties of 3D scaffolds can impact cell behavior including survival, growth, and cell fate choice. In this report, we describe the design and engineering of 3D synthetic polyethylene glycol (PEG)-based and biodegradable gelatin-based scaffolds generated by a free form fabrication technique with precise internal geometry and elastic stiffnesses. We show that human neurons, derived from human embryonic stem (hESC) cells, are able to adhere to these scaffolds and form organoid structures that extend in three dimensions as demonstrated by confocal and electron microscopy. Future refinements of scaffold structure, size and surface chemistries may facilitate long term experiments and designing clinically applicable bioassays.
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7
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Culture of major pelvic ganglion neurons from adult rat. Cytotechnology 2013; 65:663-9. [PMID: 23283520 DOI: 10.1007/s10616-012-9515-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2012] [Accepted: 11/06/2012] [Indexed: 10/27/2022] Open
Abstract
Successful culturing of neurons from adult animals has been historically difficult for a relatively long time. In this study, we reported the development of a novel method for the isolation and the culture of major pelvic ganglion (MPG) neurons from adult rat. The cultured cells were identified by neuron morphology and staining with neuronal marker (neurofilament-200, NF-200). The results demonstrate that the new protocol we used was reliable in obtaining a relatively high yield of MPG neurons. Furthermore, it improves the speed and simplicity in neuronal isolation. The viability of neurons can be maintained for about 2 weeks, which should be sufficient for investigating physiological and pathological processes occurring in mature major pelvic ganglia. And this may provide a useful assessment to currently available techniques for the culture of adult neurons.
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Small RNA expression profiling by high-throughput sequencing: implications of enzymatic manipulation. J Nucleic Acids 2012; 2012:360358. [PMID: 22778911 PMCID: PMC3388297 DOI: 10.1155/2012/360358] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2011] [Accepted: 03/05/2012] [Indexed: 01/20/2023] Open
Abstract
Eukaryotic regulatory small RNAs (sRNAs) play significant roles in many fundamental cellular processes. As such, they have emerged as useful biomarkers for diseases and cell differentiation states. sRNA-based biomarkers outperform traditional messenger RNA-based biomarkers by testing fewer targets with greater accuracy and providing earlier detection for disease states. Therefore, expression profiling of sRNAs is fundamentally important to further advance the understanding of biological processes, as well as diagnosis and treatment of diseases. High-throughput sequencing (HTS) is a powerful approach for both sRNA discovery and expression profiling. Here, we discuss the general considerations for sRNA-based HTS profiling methods from RNA preparation to sequencing library construction, with a focus on the causes of systematic error. By examining the enzymatic manipulation steps of sRNA expression profiling, this paper aims to demystify current HTS-based sRNA profiling approaches and to aid researchers in the informed design and interpretation of profiling experiments.
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Majd S, Smardencas A, Parish CL, Drago J. Development of an in vitro model to evaluate the regenerative capacity of adult brain-derived tyrosine hydroxylase-expressing dopaminergic neurons. Neurochem Res 2011; 36:967-77. [PMID: 21380845 DOI: 10.1007/s11064-011-0435-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2011] [Accepted: 02/19/2011] [Indexed: 01/19/2023]
Abstract
The loss of nigral dopaminergic (DA) neurons is the disease-defining pathological change responsible for progressive motor dysfunction in Parkinson's disease. In this study, we sought to establish a culture method for adult rat tyrosine hydroxylase (TH)-immunoreactive DA neurons. In this context, we investigated the role of fibroblast growth factor 2 (FGF2), brain-derived neurotrophic factor (BDNF), transforming growth factor-β3 (TGF-β3), glial-derived neurotrophic factor (GDNF) and dibutyryl-cyclic AMP (dbcAMP) in these cultures. Culturing in the presence of FGF2, BDNF and GDNF enhanced the survival of DA neurons by 15-fold and promoted neurite growth. In contrast, dbcAMP promoted neurite growth in all neurons but did not enhance DA cell survival. This study demonstrates that long-term cultures of DA neurons can be established from the mature rat brain and that survival and regeneration of DA neurons can be manipulated by epigenetic factors such as growth factors and intracellular cAMP pathways.
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Affiliation(s)
- Shohreh Majd
- Florey Neuroscience Institutes, Royal Parade, University of Melbourne, Parkville, Melbourne, VIC 3010, Australia
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Lu B, Mahmud H, Maass AH, Yu B, van Gilst WH, de Boer RA, Silljé HHW. The Plk1 inhibitor BI 2536 temporarily arrests primary cardiac fibroblasts in mitosis and generates aneuploidy in vitro. PLoS One 2010; 5:e12963. [PMID: 20886032 PMCID: PMC2945759 DOI: 10.1371/journal.pone.0012963] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2010] [Accepted: 08/20/2010] [Indexed: 11/18/2022] Open
Abstract
BI 2536 is a new anti-mitotic drug that targets polo-like kinase 1 (Plk1) and is currently under clinical development for cancer therapy. The effect of this drug on cancer cells has been extensively investigated, but information about the effects on primary dividing cells and differentiated non-dividing cells is scarce. We have investigated the effects of this drug on primary neonatal rat cardiac fibroblasts and on differentiated cardiomyocytes and explored the possibility to use this drug to enrich differentiated cell populations in vitro. BI 2536 had a profound effect on cardiac fibroblast proliferation in vitro and arrested these cells in mitosis with an IC50 of about 43 nM. Similar results were observed with primary human cells (HUVEC, IC50 = 30 nM), whereas the cancer cell line HeLa was more sensitive (IC50 of 9 nM). Further analysis revealed that prolonged mitotic arrest resulted in cell death for about 40% of cardiac fibroblasts. The remaining cells showed an interphase morphology with mostly multi- and micro-nucleated nuclei. This indicates that a significant number of primary fibroblasts are able to escape BI 2536 induced mitotic arrest and apparently become aneuploid. No effects were observed on cardiomyocytes and hypertrophic response (growth) upon endothelin-1 and phenylephrine stimulation was normal in the presence of BI 2536. This indicates that BI 2536 has no adverse effects on terminally differentiated cells and still allows proliferation independent growth induction in these cells. In conclusion, cardiomyocytes could be enriched using BI 2536, but the formation of aneuploidy in proliferating cells most likely limits this in vitro application and does not allow its use in putative cell based therapies.
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Affiliation(s)
- Bo Lu
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Hasan Mahmud
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Alexander H. Maass
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Bo Yu
- Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Key Laboratories of Education Ministry for Myocardial Ischemia Mechanism and Treatment, Harbin, China
| | - Wiek H. van Gilst
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Rudolf A. de Boer
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Herman H. W. Silljé
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
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11
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Cheng S, Shi Y, Hai B, Han X, Chen Z, Li B, Xiao C. Culture of motor neurons from newborn rat spinal cord. ACTA ACUST UNITED AC 2009; 29:413-6. [PMID: 19662353 DOI: 10.1007/s11596-009-0404-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2008] [Indexed: 12/20/2022]
Abstract
A protocol for the isolation, purification and culture of motor neurons from newborn rat spinal cord was described and the effect of glial cell line-derived neurotrophic factor (GDNF) on the growth of neurite of motor neurons was investigated in vitro. Spinal motor neurons (SMNs) were dissociated from ventral spinal cord of postnatal day 1 rats. The culture system for SMNs was established by density gradient centrifugation, differential adhesion, and use of serum-free defined media and addition of exogenous GDNF. After 72-h culture, the cells displayed the characteristic morphology of motor neurons, exhibited extensive neuritic processes and were positive for choline acetyltransferase (ChAT) expression. The neurite length of SMNs in GDNF groups was significantly longer than that in control group (P<0.05). This protocol can be adapted for various postnatal motor neurons studies.
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Affiliation(s)
- Shigang Cheng
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
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12
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Nelson PT, Wang WX, Wilfred BR, Tang G. Technical variables in high-throughput miRNA expression profiling: much work remains to be done. BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS 2008; 1779:758-65. [PMID: 18439437 DOI: 10.1016/j.bbagrm.2008.03.012] [Citation(s) in RCA: 67] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2007] [Revised: 03/24/2008] [Accepted: 03/26/2008] [Indexed: 12/11/2022]
Abstract
MicroRNA (miRNA) gene expression profiling has provided important insights into plant and animal biology. However, there has not been ample published work about pitfalls associated with technical parameters in miRNA gene expression profiling. One source of pertinent information about technical variables in gene expression profiling is the separate and more well-established literature regarding mRNA expression profiling. However, many aspects of miRNA biochemistry are unique. For example, the cellular processing and compartmentation of miRNAs, the differential stability of specific miRNAs, and aspects of global miRNA expression regulation require specific consideration. Additional possible sources of systematic bias in miRNA expression studies include the differential impact of pre-analytical variables, substrate specificity of nucleic acid processing enzymes used in labeling and amplification, and issues regarding new miRNA discovery and annotation. We conclude that greater focus on technical parameters is required to bolster the validity, reliability, and cultural credibility of miRNA gene expression profiling studies.
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Affiliation(s)
- Peter T Nelson
- Department of Pathology and Sanders-Brown Center, University of Kentucky, Lexington, KY 40536, USA.
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Majd S, Rastegar K, Zarifkar A, Takhshid MA. Fibrillar beta-amyloid (Aβ) (1–42) elevates extracellular Aβ in cultured hippocampal neurons of adult rats. Brain Res 2007; 1185:321-7. [DOI: 10.1016/j.brainres.2007.09.033] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2007] [Revised: 09/07/2007] [Accepted: 09/11/2007] [Indexed: 10/22/2022]
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Gramowski A, Jügelt K, Weiss DG, Gross GW. Substance identification by quantitative characterization of oscillatory activity in murine spinal cord networks on microelectrode arrays. Eur J Neurosci 2004; 19:2815-25. [PMID: 15147315 DOI: 10.1111/j.0953-816x.2004.03373.x] [Citation(s) in RCA: 84] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
This paper presents a novel and comprehensive method to identify substances on the basis of electrical activity and is a substantial improvement for drug screening. The spontaneous activity of primary neuronal networks is influenced by neurotransmitters, ligands, and other substances in a similar fashion as known from in vivo pharmacology. However, quantitative methods for the identification of substances through their characteristic effects on network activity states have not yet been reported. We approached this problem by creating a database including native activity and five drug-induced oscillatory activity states from extracellular multisite recordings from microelectrode arrays. The response profiles consisted of 30 activity features derived from the temporal distribution of action potentials, integrated burst properties, calculated coefficients of variation, and features of Gabor fits to autocorrelograms. The different oscillatory states were induced by blocking neurotransmitter receptors for: (i) GABA(A); (ii) glycine; (iii) GABA(A) and glycine; (iv) all major synaptic types except AMPA, and (v) all major synapses except NMDA. To test the identification capability of the six substance-specific response profiles, five blind experiments were performed. The response features from the unknown substances were compared to the database using proximity measures using the normalized Euclidian distance to each activity state. This process created six identification coefficients where the smallest correctly identified the unknown substances. Such activity profiles are expected to become substance-specific 'finger prints' that classify unique responses to known and unknown substances. It is anticipated that this kind of approach will help to quantify pharmacological responses of networks used as biosensors.
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Affiliation(s)
- Alexandra Gramowski
- Institute of Cell Biology and Biosystems Technology, University of Rostock, Albert-Einstein-Strasse 3, 18059 Rostock, Germany.
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