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Erdogdu B, Varabyou A, Hicks SC, Salzberg SL, Pertea M. Detecting differential transcript usage in complex diseases with SPIT. CELL REPORTS METHODS 2024; 4:100736. [PMID: 38508189 PMCID: PMC10985272 DOI: 10.1016/j.crmeth.2024.100736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 12/21/2023] [Accepted: 02/27/2024] [Indexed: 03/22/2024]
Abstract
Differential transcript usage (DTU) plays a crucial role in determining how gene expression differs among cells, tissues, and developmental stages, contributing to the complexity and diversity of biological systems. In abnormal cells, it can also lead to deficiencies in protein function and underpin disease pathogenesis. Analyzing DTU via RNA sequencing (RNA-seq) data is vital, but the genetic heterogeneity in populations with complex diseases presents an intricate challenge due to diverse causal events and undetermined subtypes. Although the majority of common diseases in humans are categorized as complex, state-of-the-art DTU analysis methods often overlook this heterogeneity in their models. We therefore developed SPIT, a statistical tool that identifies predominant subgroups in transcript usage within a population along with their distinctive sets of DTU events. This study provides comprehensive assessments of SPIT's methodology and applies it to analyze brain samples from individuals with schizophrenia, revealing previously unreported DTU events in six candidate genes.
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Affiliation(s)
- Beril Erdogdu
- Center for Computational Biology, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins School of Medicine and Whiting School of Engineering, Baltimore, MD, USA.
| | - Ales Varabyou
- Center for Computational Biology, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins School of Medicine and Whiting School of Engineering, Baltimore, MD, USA; Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA
| | - Stephanie C Hicks
- Center for Computational Biology, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins School of Medicine and Whiting School of Engineering, Baltimore, MD, USA; Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; Malone Center for Engineering in Healthcare, Johns Hopkins University, Baltimore, MD, USA
| | - Steven L Salzberg
- Center for Computational Biology, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins School of Medicine and Whiting School of Engineering, Baltimore, MD, USA; Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA; Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; Department of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Mihaela Pertea
- Center for Computational Biology, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins School of Medicine and Whiting School of Engineering, Baltimore, MD, USA; Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA; Department of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.
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Erdogdu B, Varabyou A, Hicks SC, Salzberg SL, Pertea M. Detecting differential transcript usage in complex diseases with SPIT. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.10.548289. [PMID: 37503064 PMCID: PMC10369883 DOI: 10.1101/2023.07.10.548289] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
Differential transcript usage (DTU) plays a crucial role in determining how gene expression differs among cells, tissues, and different developmental stages, thereby contributing to the complexity and diversity of biological systems. In abnormal cells, it can also lead to deficiencies in protein function, potentially leading to pathogenesis of diseases. Detecting such events for single-gene genetic traits is relatively uncomplicated; however, the heterogeneity of populations with complex diseases presents an intricate challenge due to the presence of diverse causal events and undetermined subtypes. SPIT is the first statistical tool that quantifies the heterogeneity in transcript usage within a population and identifies predominant subgroups along with their distinctive sets of DTU events. We provide comprehensive assessments of SPIT's methodology in both single-gene and complex traits and report the results of applying SPIT to analyze brain samples from individuals with schizophrenia. Our analysis reveals previously unreported DTU events in six candidate genes.
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Affiliation(s)
- Beril Erdogdu
- Center for Computational Biology, Johns Hopkins University; Baltimore, MD, United States
- Department of Biomedical Engineering, Johns Hopkins School of Medicine and Whiting School of Engineering; Baltimore, MD, United States
| | - Ales Varabyou
- Center for Computational Biology, Johns Hopkins University; Baltimore, MD, United States
- Department of Computer Science, Johns Hopkins University; Baltimore, MD, United States
| | - Stephanie C Hicks
- Center for Computational Biology, Johns Hopkins University; Baltimore, MD, United States
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, MD, USA
- Malone Center for Engineering in Healthcare, Johns Hopkins University, MD, USA
| | - Steven L Salzberg
- Center for Computational Biology, Johns Hopkins University; Baltimore, MD, United States
- Department of Biomedical Engineering, Johns Hopkins School of Medicine and Whiting School of Engineering; Baltimore, MD, United States
- Department of Computer Science, Johns Hopkins University; Baltimore, MD, United States
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, MD, USA
- Department of Genetic Medicine, Johns Hopkins School of Medicine; Baltimore, MD, United States
| | - Mihaela Pertea
- Center for Computational Biology, Johns Hopkins University; Baltimore, MD, United States
- Department of Biomedical Engineering, Johns Hopkins School of Medicine and Whiting School of Engineering; Baltimore, MD, United States
- Department of Computer Science, Johns Hopkins University; Baltimore, MD, United States
- Department of Genetic Medicine, Johns Hopkins School of Medicine; Baltimore, MD, United States
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Matozo T, Kogachi L, de Alencar BC. Myosin motors on the pathway of viral infections. Cytoskeleton (Hoboken) 2022; 79:41-63. [PMID: 35842902 DOI: 10.1002/cm.21718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 06/25/2022] [Accepted: 07/07/2022] [Indexed: 01/30/2023]
Abstract
Molecular motors are microscopic machines that use energy from adenosine triphosphate (ATP) hydrolysis to generate movement. While kinesins and dynein are molecular motors associated with microtubule tracks, myosins bind to and move on actin filaments. Mammalian cells express several myosin motors. They power cellular processes such as endo- and exocytosis, intracellular trafficking, transcription, migration, and cytokinesis. As viruses navigate through cells, they may take advantage or be hindered by host components and machinery, including the cytoskeleton. This review delves into myosins' cell roles and compares them to their reported functions in viral infections. In most cases, the previously described myosin functions align with their reported role in viral infections, although not in all cases. This opens the possibility that knowledge obtained from studying myosins in viral infections might shed light on new physiological roles for myosins in cells. However, given the high number of myosins expressed and the variety of viruses investigated in the different studies, it is challenging to infer whether the interactions found are specific to a single virus or can be applied to other viruses with the same characteristics. We conclude that the participation of myosins in viral cycles is still a largely unexplored area, especially concerning unconventional myosins.
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Affiliation(s)
- Tais Matozo
- Departamento de Imunologia, Instituto de Ciencias Biomedicas, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Leticia Kogachi
- Departamento de Imunologia, Instituto de Ciencias Biomedicas, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Bruna Cunha de Alencar
- Departamento de Imunologia, Instituto de Ciencias Biomedicas, Universidade de Sao Paulo, Sao Paulo, Brazil
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Saidova AA, Potashnikova DM, Tvorogova AV, Paklina OV, Veliev EI, Knyshinsky GV, Setdikova GR, Rotin DL, Maly IV, Hofmann WA, Vorobjev IA. Myosin 1C isoform A is a novel candidate diagnostic marker for prostate cancer. PLoS One 2021; 16:e0251961. [PMID: 34019593 PMCID: PMC8139512 DOI: 10.1371/journal.pone.0251961] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 05/06/2021] [Indexed: 12/26/2022] Open
Abstract
Early diagnosis of prostate cancer is a challenging issue due to the lack of specific markers. Therefore, a sensitive diagnostic marker that is expressed or upregulated exclusively in prostate cancer cells would facilitate diagnostic procedures and ensure a better outcome. We evaluated the expression of myosin 1C isoform A in 5 prostate cell lines, 41 prostate cancer cases, and 11 benign hyperplasias. We analyzed the expression of 12 surface molecules on prostate cancer cells by flow cytometry and analyzed whether high or low myosin 1C isoform A expression could be attributed to a distinct phenotype of prostate cancer cells. Median myosin 1C isoform A expression in prostate cancer samples and cancer cell lines was 2 orders of magnitude higher than in benign prostate hyperplasia. Based on isoform A expression, we could also distinguish clinical stage 2 from clinical stage 3. Among cell lines, PC-3 cells with the highest myosin 1C isoform A level had diminished numbers of CD10/CD13-positive cells and increased numbers of CD29 (integrin β1), CD38, CD54 (ICAM1) positive cells. The surface phenotype of clinical samples was similar to prostate cancer cell lines with high isoform A expression and could be described as CD10-/CD13- with heterogeneous expression of other markers. Both for cell lines and cancer specimens we observed the strong correlation of high myosin 1C isoform A mRNA expression and elevated levels of CD29 and CD54, suggesting a more adhesive phenotype for cells with high isoform A expression. Compared to normal tissue, prostate cancer samples had also reduced numbers of CD24- and CD38-positive cells. Our data suggest that a high level of myosin 1C isoform A is a specific marker both for prostate cancer cells and prostate cancer cell lines. High expression of isoform A is associated with less activated (CD24/CD38 low) and more adhesive (CD29/CD54 high) surface phenotype compared to benign prostate tissue.
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Affiliation(s)
- Aleena A. Saidova
- School of Biology, Cell Biology and Histology Department, M.V. Lomonosov Moscow State University, Moscow, Russia
- * E-mail:
| | - Daria M. Potashnikova
- School of Biology, Cell Biology and Histology Department, M.V. Lomonosov Moscow State University, Moscow, Russia
| | - Anna V. Tvorogova
- A.N. Belozersky Institute of Physico-Chemical Biology, M.V. Lomonosov Moscow State University, Moscow, Russia
| | - Oxana V. Paklina
- Pathoanatomy Department, S.P. Botkin Clinical Hospital, Moscow, Russia
| | | | | | | | - Daniil L. Rotin
- Pathoanatomy Department, S.P. Botkin Clinical Hospital, Moscow, Russia
| | - Ivan V. Maly
- Department of Physiology and Biophysics, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, United States of America
| | - Wilma A. Hofmann
- Department of Physiology and Biophysics, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, United States of America
| | - Ivan A. Vorobjev
- School of Biology, Cell Biology and Histology Department, M.V. Lomonosov Moscow State University, Moscow, Russia
- A.N. Belozersky Institute of Physico-Chemical Biology, M.V. Lomonosov Moscow State University, Moscow, Russia
- Department of Biology, School of Sciences and Humanities, Nazarbayev University, Nur-Sultan, Kazakhstan
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Åslund A, Bokhari MH, Wetterdal E, Martin R, Knölker HJ, Bengtsson T. Myosin 1c: A novel regulator of glucose uptake in brown adipocytes. Mol Metab 2021; 53:101247. [PMID: 33965643 PMCID: PMC8182130 DOI: 10.1016/j.molmet.2021.101247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 04/26/2021] [Accepted: 05/03/2021] [Indexed: 12/02/2022] Open
Abstract
Objective The potential of brown adipose tissue (BAT) to influence energy homeostasis in animals and humans is encouraging as this tissue can increase fatty acid and glucose utilization to produce heat through uncoupling protein 1 (UCP1), but the actual mechanism of how the cell regulates glucose uptake is not fully understood. Myosin 1c (Myo1c) is an unconventional motor protein involved in several cellular processes, including insulin-mediated glucose uptake via GLUT4 vesicle fusion in white adipocytes, but its role in glucose uptake in BAT has not previously been investigated. Methods Using the specific inhibitor pentachloropseudilin (PClP), a neutralizing antibody assay, and siRNA, we examined the role of Myo1c in mechanisms leading to glucose uptake both in vitro in isolated mouse primary adipocytes and in vivo in mice. Results Our results show that inhibition of Myo1c removes insulin-stimulated glucose uptake in white adipocytes, while inducing glucose uptake in brown adipocytes, independent of GLUT4, by increasing the expression, translation, and translocation of GLUT1 to the plasma membrane. Inhibition of Myo1c leads to the activation of PKA and downstream substrates p38 and ATF-2, which are known to be involved in the expression of β-adrenergic genes. Conclusions Myo1c is a PKA repressor and regulates glucose uptake into BAT. Myo1c is a BAT-specific regulator of glucose uptake. Myo1c inhibition leads to increased expression, translation, and translocation of GLUT1. Myo1c inhibition results in increased activation of PKA and its downstream targets.
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Affiliation(s)
- Alice Åslund
- Department of Molecular Biosciences, Wenner-Gren Institute, Stockholm University, SE-106 91, Stockholm, Sweden
| | - Muhammad Hamza Bokhari
- Department of Molecular Biosciences, Wenner-Gren Institute, Stockholm University, SE-106 91, Stockholm, Sweden
| | - Erika Wetterdal
- Department of Molecular Biosciences, Wenner-Gren Institute, Stockholm University, SE-106 91, Stockholm, Sweden
| | - René Martin
- Faculty of Chemistry, Technical University of Dresden, Bergstrasse 66, 01069, Dresden, Germany
| | - Hans-Joachim Knölker
- Faculty of Chemistry, Technical University of Dresden, Bergstrasse 66, 01069, Dresden, Germany
| | - Tore Bengtsson
- Department of Molecular Biosciences, Wenner-Gren Institute, Stockholm University, SE-106 91, Stockholm, Sweden.
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Giese S, Reindl T, Reinke PYA, Zattelman L, Fedorov R, Henn A, Taft MH, Manstein DJ. Mechanochemical properties of human myosin-1C are modulated by isoform-specific differences in the N-terminal extension. J Biol Chem 2020; 296:100128. [PMID: 33257319 PMCID: PMC7948490 DOI: 10.1074/jbc.ra120.015187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Revised: 11/25/2020] [Accepted: 11/30/2020] [Indexed: 11/24/2022] Open
Abstract
Myosin-1C is a single-headed, short-tailed member of the myosin class I subfamily that supports a variety of actin-based functions in the cytosol and nucleus. In vertebrates, alternative splicing of the MYO1C gene leads to the production of three isoforms, myosin-1C0, myosin-1C16, and myosin-1C35, that carry N-terminal extensions of different lengths. However, it is not clear how these extensions affect the chemomechanical coupling of human myosin-1C isoforms. Here, we report on the motor activity of the different myosin-1C isoforms measuring the unloaded velocities of constructs lacking the C-terminal lipid-binding domain on nitrocellulose-coated glass surfaces and full-length constructs on reconstituted, supported lipid bilayers. The higher yields of purified proteins obtained with constructs lacking the lipid-binding domain allowed a detailed characterization of the individual kinetic steps of human myosin-1C isoforms in their productive interaction with nucleotides and filamentous actin. Isoform-specific differences include 18-fold changes in the maximum power output per myosin-1C motor and 4-fold changes in the velocity and the resistive force at which maximum power output occurs. Our results support a model in which the isoform-specific N-terminal extensions affect chemomechanical coupling by combined steric and allosteric effects, thereby reducing both the length of the working stroke and the rate of ADP release in the absence of external loads by a factor of 2 for myosin-1C35. As the large change in maximum power output shows, the functional differences between the isoforms are further amplified by the presence of external loads.
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Affiliation(s)
- Sven Giese
- Institute for Biophysical Chemistry, Fritz-Hartmann-Centre for Medical Research, Hannover Medical School, Hannover, Germany
| | - Theresia Reindl
- Institute for Biophysical Chemistry, Fritz-Hartmann-Centre for Medical Research, Hannover Medical School, Hannover, Germany
| | - Patrick Y A Reinke
- Division for Structural Biochemistry, Hannover Medical School, Hannover, Germany
| | - Lilach Zattelman
- Faculty of Biology, Technion-Israel Institute of Technology, Haifa, Israel; Russell Berrie Nanotechnology Institute, Technion-Israel Institute of Technology, Haifa, Israel
| | - Roman Fedorov
- Division for Structural Biochemistry, Hannover Medical School, Hannover, Germany
| | - Arnon Henn
- Faculty of Biology, Technion-Israel Institute of Technology, Haifa, Israel; Russell Berrie Nanotechnology Institute, Technion-Israel Institute of Technology, Haifa, Israel
| | - Manuel H Taft
- Institute for Biophysical Chemistry, Fritz-Hartmann-Centre for Medical Research, Hannover Medical School, Hannover, Germany.
| | - Dietmar J Manstein
- Institute for Biophysical Chemistry, Fritz-Hartmann-Centre for Medical Research, Hannover Medical School, Hannover, Germany; Division for Structural Biochemistry, Hannover Medical School, Hannover, Germany.
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Abstract
Myosins constitute a superfamily of actin-based molecular motor proteins that mediates a variety of cellular activities including muscle contraction, cell migration, intracellular transport, the formation of membrane projections, cell adhesion, and cell signaling. The 12 myosin classes that are expressed in humans share sequence similarities especially in the N-terminal motor domain; however, their enzymatic activities, regulation, ability to dimerize, binding partners, and cellular functions differ. It is becoming increasingly apparent that defects in myosins are associated with diseases including cardiomyopathies, colitis, glomerulosclerosis, neurological defects, cancer, blindness, and deafness. Here, we review the current state of knowledge regarding myosins and disease.
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Girón-Pérez DA, Piedra-Quintero ZL, Santos-Argumedo L. Class I myosins: Highly versatile proteins with specific functions in the immune system. J Leukoc Biol 2019; 105:973-981. [PMID: 30821871 DOI: 10.1002/jlb.1mr0918-350rrr] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Revised: 02/04/2019] [Accepted: 02/06/2019] [Indexed: 12/20/2022] Open
Abstract
Connections established between cytoskeleton and plasma membrane are essential in cellular processes such as cell migration, vesicular trafficking, and cytokinesis. Class I myosins are motor proteins linking the actin-cytoskeleton with membrane phospholipids. Previous studies have implicated these molecules in cell functions including endocytosis, exocytosis, release of extracellular vesicles and the regulation of cell shape and membrane elasticity. In immune cells, those proteins also are involved in the formation and maintenance of immunological synapse-related signaling. Thus, these proteins are master regulators of actin cytoskeleton dynamics in different scenarios. Although the localization of class I myosins has been described in vertebrates, their functions, regulation, and mechanical properties are not very well understood. In this review, we focused on and summarized the current understanding of class I myosins in vertebrates with particular emphasis in leukocytes.
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Affiliation(s)
- Daniel Alberto Girón-Pérez
- Departamento de Biomedicina Molecular, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de México, México
| | - Zayda Lizbeth Piedra-Quintero
- Departamento de Biomedicina Molecular, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de México, México
| | - Leopoldo Santos-Argumedo
- Departamento de Biomedicina Molecular, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de México, México
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Saidova AA, Potashnikova DM, Tvorogova AV, Maly IV, Hofmann WA, Vorobjev IA. Specific and reliable detection of Myosin 1C isoform A by RTqPCR in prostate cancer cells. PeerJ 2018; 6:e5970. [PMID: 30498638 PMCID: PMC6251347 DOI: 10.7717/peerj.5970] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Accepted: 10/19/2018] [Indexed: 12/27/2022] Open
Abstract
Background Prostate cancer (PC) diagnostics and treatment often present a challenging task due to cancer subtype heterogeneity and differential disease progression in patient subgroups. Hence, the critical issue is finding a reliable and sensitive diagnostic and prognostic PC marker, especially for cases of biopsies with low percentages of cancer cells. Isoform A of myosin 1C was shown to be expressed in PC cells and responsible for their invasive properties, however, its feasibility for diagnostic purposes remains to be elucidated. Methods To verify the role of myosin 1C isoform A mRNA expression as a putative prostate cancer marker we performed RT qPCR normalized by three reference genes (GAPDH, YWHAZ, HPRT1) on PC3, RWPE-1, LNCaP and 22Rv1 cell lines. Myosin 1C isoform A detection specificity was confirmed by immunofluorescence staining, cancer and non-cancer prostate cell lines were immunophenotyped by flow cytometry. Results Median normalized mRNA expression level of myosin 1C isoform A in PC cells (PC3 and 22Rv1) is two orders of magnitude higher compared to RWPE-1 cells, which functionally correspond to benign prostate cells. Myosin 1C isoform A expression allows PC cell detection even at a dilution ratio of 1:1000 cancer to non-cancer cells. At the protein level, the mean fluorescence intensity of myosin 1C isoform A staining in PC3 nuclei was only twice as high as in RWPE-1, while the immunophenotypes of both cell lines were similar (CD44+/CD90-/CD133-/CD57-/CD24+-). Conclusions We report a distinct difference in myosin 1C isoform A mRNA levels in malignant (PC3) and benign (RWPE-1) prostate cell lines and suggest a combination of three reference genes for accurate data normalization. For the first time we provide an immunophenotype comparison of RWPE-1 and PC3 cells and demonstrate that RT qPCR analysis of MYO 1C A using appropriate reference genes is sufficient for PC detection even in low-abundance cancer specimens.
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Affiliation(s)
- Aleena A Saidova
- Biological Faculty, M.V. Lomonosov Moscow State University, Moscow, Russia
| | - Daria M Potashnikova
- Biological Faculty, M.V. Lomonosov Moscow State University, Moscow, Russia.,Laboratory of Atherothrombosis, Moscow State University of Medicine and Dentistry, Moscow, Russia
| | - Anna V Tvorogova
- A.N. Belozersky Institute of Physico-Chemical Biology, M.V. Lomonosov Moscow State University, Moscow, Russia
| | - Ivan V Maly
- Department of Physiology and Biophysics, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, United States of America
| | - Wilma A Hofmann
- Department of Physiology and Biophysics, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, United States of America
| | - Ivan A Vorobjev
- Biological Faculty, M.V. Lomonosov Moscow State University, Moscow, Russia.,A.N. Belozersky Institute of Physico-Chemical Biology, M.V. Lomonosov Moscow State University, Moscow, Russia.,Department of Biology, School of Science and Technology, Nazarbayev University, Astana, Kazakhstan
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Reyes A, Huber W. Alternative start and termination sites of transcription drive most transcript isoform differences across human tissues. Nucleic Acids Res 2018; 46:582-592. [PMID: 29202200 PMCID: PMC5778607 DOI: 10.1093/nar/gkx1165] [Citation(s) in RCA: 153] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2017] [Revised: 10/28/2017] [Accepted: 11/07/2017] [Indexed: 11/23/2022] Open
Abstract
Most human genes generate multiple transcript isoforms. The differential expression of these isoforms can help specify cell types. Diverse transcript isoforms arise from the use of alternative transcription start sites, polyadenylation sites and splice sites; however, the relative contribution of these processes to isoform diversity in normal human physiology is unclear. To address this question, we investigated cell type-dependent differences in exon usage of over 18 000 protein-coding genes in 23 cell types from 798 samples of the Genotype-Tissue Expression Project. We found that about half of the expressed genes displayed tissue-dependent transcript isoforms. Alternative transcription start and termination sites, rather than alternative splicing, accounted for the majority of tissue-dependent exon usage. We confirmed the widespread tissue-dependent use of alternative transcription start sites in a second, independent dataset, Cap Analysis of Gene Expression data from the FANTOM consortium. Moreover, our results indicate that most tissue-dependent splicing involves untranslated exons and therefore may not increase proteome complexity. Thus, alternative transcription start and termination sites are the principal drivers of transcript isoform diversity across tissues, and may underlie the majority of cell type specific proteomes and functions.
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Affiliation(s)
- Alejandro Reyes
- European Molecular Biology Laboratory, Meyerhofstrasse 1, 69117 Heidelberg, Germany
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, 02215, USA
| | - Wolfgang Huber
- European Molecular Biology Laboratory, Meyerhofstrasse 1, 69117 Heidelberg, Germany
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12
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Zattelman L, Regev R, Ušaj M, Reinke PYA, Giese S, Samson AO, Taft MH, Manstein DJ, Henn A. N-terminal splicing extensions of the human MYO1C gene fine-tune the kinetics of the three full-length myosin IC isoforms. J Biol Chem 2017; 292:17804-17818. [PMID: 28893906 DOI: 10.1074/jbc.m117.794008] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Revised: 09/06/2017] [Indexed: 12/28/2022] Open
Abstract
The MYO1C gene produces three alternatively spliced isoforms, differing only in their N-terminal regions (NTRs). These isoforms, which exhibit both specific and overlapping nuclear and cytoplasmic functions, have different expression levels and nuclear-cytoplasmic partitioning. To investigate the effect of NTR extensions on the enzymatic behavior of individual isoforms, we overexpressed and purified the three full-length human isoforms from suspension-adapted HEK cells. MYO1CC favored the actomyosin closed state (AMC), MYO1C16 populated the actomyosin open state (AMO) and AMC equally, and MYO1C35 favored the AMO state. Moreover, the full-length constructs isomerized before ADP release, which has not been observed previously in truncated MYO1CC constructs. Furthermore, global numerical simulation analysis predicted that MYO1C35 populated the actomyosin·ADP closed state (AMDC) 5-fold more than the actomyosin·ADP open state (AMDO) and to a greater degree than MYO1CC and MYO1C16 (4- and 2-fold, respectively). On the basis of a homology model of the 35-amino acid NTR of MYO1C35 (NTR35) docked to the X-ray structure of MYO1CC, we predicted that MYO1C35 NTR residue Arg-21 would engage in a specific interaction with post-relay helix residue Glu-469, which affects the mechanics of the myosin power stroke. In addition, we found that adding the NTR35 peptide to MYO1CC yielded a protein that transiently mimics MYO1C35 kinetic behavior. By contrast, NTR35, which harbors the R21G mutation, was unable to confer MYO1C35-like kinetic behavior. Thus, the NTRs affect the specific nucleotide-binding properties of MYO1C isoforms, adding to their kinetic diversity. We propose that this level of fine-tuning within MYO1C broadens its adaptability within cells.
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Affiliation(s)
- Lilach Zattelman
- From the Faculty of Biology, Technion-Israel Institute of Technology, Haifa 3200003, Israel
| | - Ronit Regev
- From the Faculty of Biology, Technion-Israel Institute of Technology, Haifa 3200003, Israel
| | - Marko Ušaj
- From the Faculty of Biology, Technion-Israel Institute of Technology, Haifa 3200003, Israel
| | - Patrick Y A Reinke
- the Institute for Biophysical Chemistry, Hannover Medical School, OE 4350, Carl-Neuberg-Strasse 1, 30625 Hannover, Germany
| | - Sven Giese
- the Institute for Biophysical Chemistry, Hannover Medical School, OE 4350, Carl-Neuberg-Strasse 1, 30625 Hannover, Germany
| | - Abraham O Samson
- the Faculty of Medicine in the Galilee, Bar-Ilan University, Safed 1311520, Israel, and
| | - Manuel H Taft
- the Institute for Biophysical Chemistry, Hannover Medical School, OE 4350, Carl-Neuberg-Strasse 1, 30625 Hannover, Germany
| | - Dietmar J Manstein
- the Institute for Biophysical Chemistry, Hannover Medical School, OE 4350, Carl-Neuberg-Strasse 1, 30625 Hannover, Germany
| | - Arnon Henn
- From the Faculty of Biology, Technion-Israel Institute of Technology, Haifa 3200003, Israel,
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13
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Myosin isoform expressed in metastatic prostate cancer stimulates cell invasion. Sci Rep 2017; 7:8476. [PMID: 28814772 PMCID: PMC5559518 DOI: 10.1038/s41598-017-09158-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Accepted: 07/21/2017] [Indexed: 12/15/2022] Open
Abstract
During metastasis, tumor cells migrate out of their original tissue to invade other organs. Secretion of exosomes and metalloproteases is essential for extracellular matrix remodeling, enabling migration through tissue barriers. Metastatic prostate cancer is differentiated by expression of the rare isoform A of the molecular motor myosin IC, however the function of this isoform remained unknown. Here we show that it contributes causatively to the invasive motility of prostate cancer cells. We found that the isoform associates with metalloprotease-containing exosomes and stimulates their secretion. While the data show that myosin IC is involved in prostate cancer cell migration, migration outside extracellular matrix in vitro proves little affected specifically by isoform A. Nevertheless, this isoform stimulates invasion through extracellular matrix, pointing to a critical role in secretion. Both the secretion and invasion depend on the integrity of the motor and lipid-binding domains of the protein. Our results demonstrate how myosin IC isoform A is likely to function in metastasis, driving secretion of exosomes that enable invasion of prostate cancer cells across extracellular matrix barriers. The new data identify a molecule suitable for a mechanistically grounded development into a marker and target for prognosis, detection, and treatment of invasive prostate cancer.
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Visuttijai K, Pettersson J, Mehrbani Azar Y, van den Bout I, Örndal C, Marcickiewicz J, Nilsson S, Hörnquist M, Olsson B, Ejeskär K, Behboudi A. Lowered Expression of Tumor Suppressor Candidate MYO1C Stimulates Cell Proliferation, Suppresses Cell Adhesion and Activates AKT. PLoS One 2016; 11:e0164063. [PMID: 27716847 PMCID: PMC5055341 DOI: 10.1371/journal.pone.0164063] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2016] [Accepted: 09/18/2016] [Indexed: 12/12/2022] Open
Abstract
Myosin-1C (MYO1C) is a tumor suppressor candidate located in a region of recurrent losses distal to TP53. Myo1c can tightly and specifically bind to PIP2, the substrate of Phosphoinositide 3-kinase (PI3K), and to Rictor, suggesting a role for MYO1C in the PI3K pathway. This study was designed to examine MYO1C expression status in a panel of well-stratified endometrial carcinomas as well as to assess the biological significance of MYO1C as a tumor suppressor in vitro. We found a significant correlation between the tumor stage and lowered expression of MYO1C in endometrial carcinoma samples. In cell transfection experiments, we found a negative correlation between MYO1C expression and cell proliferation, and MYO1C silencing resulted in diminished cell migration and adhesion. Cells expressing excess of MYO1C had low basal level of phosphorylated protein kinase B (PKB, a.k.a. AKT) and cells with knocked down MYO1C expression showed a quicker phosphorylated AKT (pAKT) response in reaction to serum stimulation. Taken together the present study gives further evidence for tumor suppressor activity of MYO1C and suggests MYO1C mediates its tumor suppressor function through inhibition of PI3K pathway and its involvement in loss of contact inhibition.
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Affiliation(s)
- Kittichate Visuttijai
- School of Bioscience, Tumor Biology research group, University of Skövde, SE-541 28, Skövde, Sweden
- Department of Medical and Clinical Genetics, Sahlgrenska Academy, University of Gothenburg, SE-405 30, Gothenburg, Sweden
| | - Jennifer Pettersson
- Department of Medical and Clinical Genetics, Sahlgrenska Academy, University of Gothenburg, SE-405 30, Gothenburg, Sweden
| | - Yashar Mehrbani Azar
- School of Bioscience, Tumor Biology research group, University of Skövde, SE-541 28, Skövde, Sweden
| | - Iman van den Bout
- Department of physiology, Faculty of Health Sciences, University of Pretoria, Pretoria, 0007, South Africa
| | - Charlotte Örndal
- Department of Pathology, Sahlgrenska University Hospital, SE-413 45, Gothenburg, Sweden
| | - Janusz Marcickiewicz
- Department of Obstetrics and Gynecology, Halland Hospital Varberg, SE- 432 37, Varberg, Sweden
| | - Staffan Nilsson
- Institute of Mathematical Statistics, Chalmers University of Technology, SE-412 96, Gothenburg, Sweden
| | - Michael Hörnquist
- Department of Science and Technology, University of Linköping, ITN, SE-601 74, Norrköping, Sweden
| | - Björn Olsson
- School of Bioscience, Tumor Biology research group, University of Skövde, SE-541 28, Skövde, Sweden
| | - Katarina Ejeskär
- School of Bioscience, Tumor Biology research group, University of Skövde, SE-541 28, Skövde, Sweden
| | - Afrouz Behboudi
- School of Bioscience, Tumor Biology research group, University of Skövde, SE-541 28, Skövde, Sweden
- * E-mail:
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15
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Abstract
Myosin-I molecular motors are proposed to play various cellular roles related to membrane dynamics and trafficking. In this Cell Science at a Glance article and the accompanying poster, we review and illustrate the proposed cellular functions of metazoan myosin-I molecular motors by examining the structural, biochemical, mechanical and cell biological evidence for their proposed molecular roles. We highlight evidence for the roles of myosin-I isoforms in regulating membrane tension and actin architecture, powering plasma membrane and organelle deformation, participating in membrane trafficking, and functioning as a tension-sensitive dock or tether. Collectively, myosin-I motors have been implicated in increasingly complex cellular phenomena, yet how a single isoform accomplishes multiple types of molecular functions is still an active area of investigation. To fully understand the underlying physiology, it is now essential to piece together different approaches of biological investigation. This article will appeal to investigators who study immunology, metabolic diseases, endosomal trafficking, cell motility, cancer and kidney disease, and to those who are interested in how cellular membranes are coupled to the underlying actin cytoskeleton in a variety of different applications.
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Affiliation(s)
- Betsy B McIntosh
- Pennsylvania Muscle Institute and Department of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104-6085, USA
| | - E Michael Ostap
- Pennsylvania Muscle Institute and Department of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104-6085, USA
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16
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Maly IV, Hofmann WA. Calcium-regulated import of myosin IC into the nucleus. Cytoskeleton (Hoboken) 2016; 73:341-50. [PMID: 27192697 DOI: 10.1002/cm.21310] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Revised: 05/09/2016] [Accepted: 05/16/2016] [Indexed: 01/07/2023]
Abstract
Myosin IC is a molecular motor involved in intracellular transport, cell motility, and transcription. Its mechanical properties are regulated by calcium via calmodulin binding, and its functions in the nucleus depend on import from the cytoplasm. The import has recently been shown to be mediated by the nuclear localization signal located within the calmodulin-binding domain. In the present paper, it is demonstrated that mutations in the calmodulin-binding sequence shift the intracellular distribution of myosin IC to the nucleus. The redistribution is displayed by isoform B, described originally as the "nuclear myosin," but is particularly pronounced with isoform C, the normally cytoplasmic isoform. Furthermore, experimental elevation of the intracellular calcium concentration induces a rapid import of myosin into the nucleus. The import is blocked by the importin β inhibitor importazole. These findings are consistent with a mechanism whereby calmodulin binding prevents recognition of the nuclear localization sequence by importin β, and the steric inhibition of import is released by cell signaling leading to the intracellular calcium elevation. The results establish a mechanistic connection between the calcium regulation of the motor function of myosin IC in the cytoplasm and the induction of its import into the nucleus. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Ivan V Maly
- Department of Physiology and Biophysics, University at Buffalo-State University of New York, Buffalo, New York
| | - Wilma A Hofmann
- Department of Physiology and Biophysics, University at Buffalo-State University of New York, Buffalo, New York
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17
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Shav-Tal Y, Lammerding J. Design (and) principles of nuclear dynamics in Stockholm. Nucleus 2015; 6:425-9. [PMID: 26730816 PMCID: PMC4915483 DOI: 10.1080/19491034.2015.1128609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Revised: 11/26/2015] [Accepted: 11/30/2015] [Indexed: 10/22/2022] Open
Abstract
The structural organization of the nucleus and its content has drawn increasing interest in recent years, as it is has become evident that the spatial and temporal arrangement of the genome and associated structures plays a crucial role in transcriptional regulation and numerous other functions. Shining light on the dynamic nature of this organization, along with the processes controlling it, were the topics of the Wenner-Gren Foundations international symposium "Nuclear Dynamics: Design (and) Principles." The meeting, organized by Piorgiogio Percipalle, Maria Vartiainen, Neus Visa, and Ann-Kristin Östlund-Farrants, brought over 60 participants, including 20 international speakers, to Stockholm, Sweden from August 19-22, 2015 to share the latest developments in the field. Given the unpublished nature of many of the talks, we have focused on covering the discussed topics and highlighting the latest trends in this exciting and rapidly evolving field.
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Affiliation(s)
- Yaron Shav-Tal
- The Mina & Everard Goodman Faculty of Life Sciences & Institute of Nanotechnology; Bar-Ilan University; Ramat Gan, Israel
| | - Jan Lammerding
- Weill Institute for Cell and Molecular Biology; Meinig School of Biomedical Engineering; Cornell University; Ithaca, NY USA
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Ihnatovych I, Sielski NL, Hofmann WA. Selective expression of myosin IC Isoform A in mouse and human cell lines and mouse prostate cancer tissues. PLoS One 2014; 9:e108609. [PMID: 25259793 PMCID: PMC4178219 DOI: 10.1371/journal.pone.0108609] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Accepted: 09/01/2014] [Indexed: 12/15/2022] Open
Abstract
Myosin IC is a single headed member of the myosin superfamily. We recently identified a novel isoform and showed that the MYOIC gene in mammalian cells encodes three isoforms (isoforms A, B, and C). Furthermore, we demonstrated that myosin IC isoform A but not isoform B exhibits a tissue specific expression pattern. In this study, we extended our analysis of myosin IC isoform expression patterns by analyzing the protein and mRNA expression in various mammalian cell lines and in various prostate specimens and tumor tissues from the transgenic mouse prostate (TRAMP) model by immunoblotting, qRT-PCR, and by indirect immunohistochemical staining of paraffin embedded prostate specimen. Analysis of a panel of mammalian cell lines showed an increased mRNA and protein expression of specifically myosin IC isoform A in a panel of human and mouse prostate cancer cell lines but not in non-cancer prostate or other (non-prostate-) cancer cell lines. Furthermore, we demonstrate that myosin IC isoform A expression is significantly increased in TRAMP mouse prostate samples with prostatic intraepithelial neoplasia (PIN) lesions and in distant site metastases in lung and liver when compared to matched normal tissues. Our observations demonstrate specific changes in the expression of myosin IC isoform A that are concurrent with the occurrence of prostate cancer in the TRAMP mouse prostate cancer model that closely mimics clinical prostate cancer. These data suggest that elevated levels of myosin IC isoform A may be a potential marker for the detection of prostate cancer.
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Affiliation(s)
- Ivanna Ihnatovych
- Department of Physiology and Biophysics, University at Buffalo-State University of New York, Buffalo, New York, United States of America
| | - Neil L. Sielski
- Department of Physiology and Biophysics, University at Buffalo-State University of New York, Buffalo, New York, United States of America
| | - Wilma A. Hofmann
- Department of Physiology and Biophysics, University at Buffalo-State University of New York, Buffalo, New York, United States of America
- * E-mail:
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