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Yan C, Li M, Ma J, Liao Y, Luo H, Wang J, Luo J. A Novel Feature Selection Method Based on MRMR and Enhanced Flower Pollination Algorithm for High Dimensional Biomedical Data. Curr Bioinform 2022. [DOI: 10.2174/1574893616666210624130124] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Background:
The massive amount of biomedical data accumulated in the past decades can
be utilized for diagnosing disease.
Objective:
However, the high dimensionality, small sample sizes, and irrelevant features of data often have
a negative influence on the accuracy and speed of disease prediction. Some existing machine learning
models cannot capture the patterns on these datasets accurately without utilizing feature selection.
Methods:
Filter and wrapper are two prevailing feature selection methods. The filter method is fast but
has low prediction accuracy, while the latter can obtain high accuracy but has a formidable computation
cost. Given the drawbacks of using filter or wrapper individually, a novel feature selection method,
called MRMR-EFPATS, is proposed, which hybridizes filter method Minimum Redundancy Maximum
Relevance (MRMR) and wrapper method based on an improved Flower Pollination Algorithm (FPA).
First, MRMR is employed to rank and screen out some important features quickly. These features are
further chosen for individual populations following the wrapper method for faster convergence and less
computational time. Then, due to its efficiency and flexibility, FPA is adopted to further discover an optimal
feature subset.
Result:
FPA still has some drawbacks, such as slow convergence rate, inadequacy in terms of searching
new solutions, and tends to be trapped in local optima. In our work, an elite strategy is adopted to
improve the convergence speed of the FPA. Tabu search and Adaptive Gaussian Mutation are employed
to improve the search capability of FPA and escape from local optima. Here, the KNN classifier with
the 5-fold-CV is utilized to evaluate the classification accuracy.
Conclusion:
Extensive experimental results on six public high dimensional biomedical datasets show
that the proposed MRMR-EFPATS has achieved superior performance compared to other state-of-theart
methods.
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Affiliation(s)
- Chaokun Yan
- School of Computer and Information Engineering, Henan University, Kaifeng, China
| | - Mengyuan Li
- School of Computer and Information Engineering, Henan University, Kaifeng, China
| | | | - Yi Liao
- Academy of Arts & Design, Tsinghua University, Beijing, China
| | - Huimin Luo
- School of Computer and Information Engineering, Henan University, Kaifeng, China
| | - Jianlin Wang
- School of Computer and Information Engineering, Henan University, Kaifeng, China
| | - Junwei Luo
- College of Computer Science
and Technology, Henan Polytechnic University, Jiaozuo, China
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2
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A Bioinformatics Analysis Identifies the Telomerase Inhibitor MST-312 for Treating High-STMN1-Expressing Hepatocellular Carcinoma. J Pers Med 2021; 11:jpm11050332. [PMID: 33922244 PMCID: PMC8145764 DOI: 10.3390/jpm11050332] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 04/13/2021] [Accepted: 04/20/2021] [Indexed: 01/01/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a relatively chemo-resistant tumor. Several multi-kinase inhibitors have been approved for treating advanced HCC. However, most HCC patients are highly refractory to these drugs. Therefore, the development of more effective therapies for advanced HCC patients is urgently needed. Stathmin 1 (STMN1) is an oncoprotein that destabilizes microtubules and promotes cancer cell migration and invasion. In this study, cancer genomics data mining identified STMN1 as a prognosis biomarker and a therapeutic target for HCC. Co-expressed gene analysis indicated that STMN1 expression was positively associated with cell-cycle-related gene expression. Chemical sensitivity profiling of HCC cell lines suggested that High-STMN1-expressing HCC cells were the most sensitive to MST-312 (a telomerase inhibitor). Drug-gene connectivity mapping supported that MST-312 reversed the STMN1-co-expressed gene signature (especially BUB1B, MCM2/5/6, and TTK genes). In vitro experiments validated that MST-312 inhibited HCC cell viability and related protein expression (STMN1, BUB1B, and MCM5). In addition, overexpression of STMN1 enhanced the anticancer activity of MST-312 in HCC cells. Therefore, MST-312 can be used for treating STMN1-high expression HCC.
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3
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Machado-Neto JA, Saad STO, Traina F. Stathmin 1 in normal and malignant hematopoiesis. BMB Rep 2015; 47:660-5. [PMID: 24667172 PMCID: PMC4345509 DOI: 10.5483/bmbrep.2014.47.12.020] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2014] [Indexed: 12/18/2022] Open
Abstract
Stathmin 1 is a microtubule destabilizer that plays an important role in cell cycle progression, segregation of chromosomes, clonogenicity, cell motility and survival. Stathmin 1 overexpression has been reported in malignant hematopoietic cells and Stathmin 1 inhibition reduces the highly proliferative potential of leukemia cell lines. However, during the differentiation of primary hematopoietic cells, Stathmin 1 expression decreases in parallel to decreases in the proliferative potential of early hematopoietic progenitors. The scope of the present review is to survey the current knowledge and highlight future perspectives for Stathmin 1 in normal and malignant hematopoiesis, with regard to the expression, function and clinical implications of this protein. [BMB Reports 2014; 47(12): 660-665]
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Affiliation(s)
- João Agostinho Machado-Neto
- Hematology and Hemotherapy Center-University of Campinas/Hemocentro-Unicamp, Instituto Nacional de Ciência e Tecnologia do Sangue, Campinas, São Paulo, Brazil
| | - Sara Teresinha Olalla Saad
- Hematology and Hemotherapy Center-University of Campinas/Hemocentro-Unicamp, Instituto Nacional de Ciência e Tecnologia do Sangue, Campinas, São Paulo, Brazil
| | - Fabiola Traina
- Hematology and Hemotherapy Center-University of Campinas/Hemocentro-Unicamp, Instituto Nacional de Ciência e Tecnologia do Sangue, Campinas; Department of Internal Medicine, University of São Paulo at Ribeirão Preto Medical School, Ribeirão Preto, São Paulo, Brazil
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4
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Garcia-Rudaz C, Dorfman M, Nagalla S, Svechnikov K, Söder O, Ojeda SR, Dissen GA. Excessive ovarian production of nerve growth factor elicits granulosa cell apoptosis by setting in motion a tumor necrosis factor α/stathmin-mediated death signaling pathway. Reproduction 2011; 142:319-31. [PMID: 21646391 DOI: 10.1530/rep-11-0134] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Excessive nerve growth factor (NGF) production by the ovary, achieved via a transgenic approach, results in arrested antral follicle growth, reduced ovulatory capacity, and a predisposition to cyst formation in response to mildly elevated LH levels. Two salient features in these mutant mice (termed 17NF) are an elevated production of 17α-hydroxyprogesterone (17-OHP(4)), testosterone, and estradiol (E(2)) in response to gonadotropins, and an increased frequency of granulosa cell (GC) apoptosis. In this study, we show that the increase in steroidal response is associated with enhanced expression of Cyp17a1, Hsd17b, and Cyp19a1, which encode the enzymes catalyzing the synthesis of 17-OHP(4), testosterone, and E(2) respectively. Using a proteomic approach, we identified stathmin (STMN1), as a protein that is overproduced in 17NF ovaries. In its phosphorylated state, STMN1 mediates a cell death signal initiated by tumor necrosis factor α (TNF). STMN1 is expressed in GCs and excessive NGF increases its abundance as well as that of its forms phosphorylated at serine (Ser) 16, 25, and 38. TNF synthesis is also increased in 17NF ovaries, and this change is abolished by blocking neurotrophic tyrosine kinase receptors. Inhibiting TNF actions in vivo by administering a soluble TNF receptor prevented the increase in total and phosphorylated STMN1 production, as well as GC apoptosis in NGF-overproducing ovaries. These results indicate that an excess of NGF in the ovary promotes steroidogenesis by enhancing the expression of enzyme genes involved in 17-OHP(4), testosterone, and E(2) synthesis, and causes GC apoptosis by activating a TNF/ STMN1-mediated cell death pathway.
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Affiliation(s)
- Cecilia Garcia-Rudaz
- Division of Neuroscience, Oregon National Primate Research Center-Oregon Health and Science University, Beaverton, Oregon 97006, USA
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5
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Loci controlling lymphocyte production of interferon c after alloantigen stimulation in vitro and their co-localization with genes controlling lymphocyte infiltration of tumors and tumor susceptibility. Cancer Immunol Immunother 2011; 59:203-13. [PMID: 19655140 PMCID: PMC2776939 DOI: 10.1007/s00262-009-0739-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2009] [Accepted: 07/02/2009] [Indexed: 12/11/2022]
Abstract
Low infiltration of lymphocytes into cancers is associated with poor prognosis, but the reasons why some patients exhibit a low and others a high infiltration of tumors are unknown. Previously we mapped four loci (Lynf1–Lynf4) controlling lymphocyte infiltration of mouse lung tumors. These loci do not encode any of the molecules that are involved in traffic of lymphocytes. Here we report a genetic relationship between these loci and the control of production of IFNγ in allogeneic mixed lymphocyte cultures (MLC). We found that IFNγ production by lymphocytes of O20/A mice is lower than by lymphocytes of OcB-9/Dem mice (both H2pz) stimulated in MLC by irradiated splenocytes of C57BL/10SnPh (H2b) or BALB/cHeA (H2d) mice, or by ConA. IFNγ production in MLCs of individual (O20 × OcB-9)F2 mice stimulated by irradiated C57BL/10 splenocytes and genotyped for microsatellite markers revealed four IFNγ-controlling loci (Cypr4-Cypr7), each of which is closely linked with one of the four Lynf loci and with a cluster of susceptibility genes for different tumors. This suggests that inherited differences in certain lymphocyte responses may modify their propensity to infiltrate tumors and their capacity to affect tumor growth.
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6
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Mistry SJ, Bank A, Atweh GF. Synergistic antiangiogenic effects of stathmin inhibition and taxol exposure. Mol Cancer Res 2007; 5:773-82. [PMID: 17670914 DOI: 10.1158/1541-7786.mcr-06-0290] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Stathmin is one of the key regulators of the microtubule cytoskeleton and the mitotic spindle in eukaryotic cells. It is expressed at high levels in a wide variety of human cancers and may provide an attractive target for cancer therapy. We had previously shown that stathmin inhibition results in the abrogation of the malignant phenotype. The microtubule-interfering drug, taxol, has both antitumorigenic and antiangiogenic properties. We had also shown that the antitumor activities of taxol and stathmin inhibition are synergistic. We hypothesized that taxol and stathmin inhibition may also have synergistic antiangiogenic activities. A replication-deficient bicistronic adenoviral vector that coexpresses green fluorescent protein and an anti-stathmin ribozyme was used to target stathmin mRNA. Exposure of endothelial cells to anti-stathmin adenovirus alone resulted in a dose-dependent inhibition of proliferation, migration, and differentiation into capillary-like structures. This inhibition was markedly enhanced by exposure of transduced endothelial cells to very low concentrations of taxol, which resulted in a virtually complete loss of proliferation, migration, and differentiation of endothelial cells. In contrast, exposure of nontransduced endothelial cells to taxol alone resulted in a modest inhibition of proliferation, migration, and differentiation. Our detailed analysis showed that the antiangiogenic effects of the combination of stathmin inhibition and taxol exposure are synergistic. Our studies also showed that the mechanism of this synergistic interaction is likely to be mediated through the stabilization of microtubules. Thus, this novel combination may provide an attractive therapeutic strategy that combines a synergistic antitumor activity with a synergistic antiangiogenic activity.
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Affiliation(s)
- Sucharita J Mistry
- Division of Hematology-Oncology, Department of Medicine, Box 1079, Mount Sinai School of Medicine, One Gustave L. Levy Place, New York, NY 10029, USA.
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7
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Abstract
Stathmin is the founding member of a family of microtubule-destabilizing proteins that regulate the dynamics of microtubule polymerization and depolymerization. Stathmin is expressed at high levels in a variety of human cancers and provides an attractive molecule to target in cancer therapies that disrupt the mitotic apparatus. We developed replication-deficient bicistronic adenoviral vectors that coexpress green fluorescent protein and ribozymes that target stathmin mRNA. The therapeutic potential of these recombinant adenoviruses was tested in an experimental androgen-independent LNCaP prostate cancer model. Adenovirus-mediated transfer of anti-stathmin ribozymes resulted in efficient transduction and marked inhibition of stathmin expression in these cells. Cells that were transduced with the anti-stathmin adenoviruses showed a dramatic dose-dependent growth inhibition. This was associated with accumulation of LNCaP cells in the G2-M phases of the cell cycle. A similar dose-dependent inhibition of clonogenic potential was also observed in cells infected with anti-stathmin adenoviruses. Morphologic and biochemical analysis of infected cells showed a marked increase in apoptosis characterized by detachment of the cells, increased chromatin condensation, activation of caspase-3, and fragmentation of internucleosomal DNA. If these findings are confirmed in vivo, it may provide an effective approach for the treatment of prostate cancer.
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Affiliation(s)
- Sucharita J Mistry
- Division of Hematology-Oncology, Department of Medicine, Mount Sinai School of Medicine, One Gustave L. Levy Place, New York, NY 10029, USA.
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8
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Pardo M, García A, Thomas B, Piñeiro A, Akoulitchev A, Dwek RA, Zitzmann N. Proteome analysis of a human uveal melanoma primary cell culture by 2-DE and MS. Proteomics 2005; 5:4980-93. [PMID: 16267820 DOI: 10.1002/pmic.200500030] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
We present here the first proteomics analysis of uveal melanoma (UM) cells. These cells represent a good model for the identification of polypeptide markers, which could be developed as diagnostic tools. UM is the most common primary intraocular tumour in adults. In contrast to other cancers, the survival rate of patients with this malignancy has changed little over the past few decades; a better understanding of the molecular biology of UM oncogenesis and metastasis is needed to build the basis for the identification of novel drug targets. In the study presented here, proteins from a UM primary cell culture were separated by 2-DE using a pI 3-10 gradient; 270 spots were analysed by LC-MS/MS, identifying 683 proteins derived from 393 different genes. Of those, 69 (18%) are related to cancer processes involving cell division, proliferation, invasion, metastasis, oncogenesis, drug resistance and others. To our knowledge, 96% of the proteins identified, including 16 hypothetical proteins, have never been reported in UM before. This study represents the first step towards the establishment of a UM protein database as a valuable resource for the study of this malignancy.
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Affiliation(s)
- María Pardo
- Oxford Glycobiology Institute, Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK.
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9
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Rubin CI, French DL, Atweh GF. Stathmin expression and megakaryocyte differentiation: a potential role in polyploidy. Exp Hematol 2003; 31:389-97. [PMID: 12763137 DOI: 10.1016/s0301-472x(03)00043-2] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
OBJECTIVE Megakaryopoiesis is characterized by two major processes, acquisition of lineage-specific markers and polyploidization. Polyploidy is a result of endomitosis, a process that is characterized by continued DNA replication in the presence of abortive mitosis. Stathmin is a major microtubule-regulatory protein that plays an important role in the regulation of the mitotic spindle. Our previous studies had shown that inhibition of stathmin expression in human leukemia cells results in the assembly of atypical mitotic spindles and abnormal exit from mitosis. We hypothesized that the absence of stathmin expression in megakaryocytes might be important for their abortive mitosis. MATERIALS AND METHODS The experimental models that we used were human K562 and HEL cell lines that can be induced to undergo megakaryocytic differentiation and primary murine megakaryocytes generated by in vitro culture of bone marrow cells. The megakaryocytic phenotype was evaluated by flow cytometry and light microscopy. The DNA content (ploidy) was analyzed by flow cytometry. Stathmin expression was analyzed by Western and Northern blotting and by RT-PCR. RESULTS Our studies showed an inverse correlation between the level of ploidy and the level of stathmin expression in megakaryocytic cell lines and in primary cells. More importantly, inhibition of stathmin expression in K562 cells enhanced the propensity of these cells to undergo endomitosis and to become polyploid upon induction of megakaryocytic differentiation. In contrast, inhibition of stathmin expression interfered with the ability of the cells to acquire megakaryocyte-specific markers of differentiation. CONCLUSION Based on these observations, we propose a model of megakaryopoiesis in which stathmin expression is necessary for the proliferation and differentiation of early megakaryoblasts and its suppression in the later stages of megakaryocytic maturation is necessary for polyploidization.
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Affiliation(s)
- Camelia Iancu Rubin
- Division of Hematology, Mount Sinai School of Medicine, New York, NY 10029, USA
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10
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Misek DE, Chang CL, Kuick R, Hinderer R, Giordano TJ, Beer DG, Hanash SM. Transforming properties of a Q18-->E mutation of the microtubule regulator Op18. Cancer Cell 2002; 2:217-28. [PMID: 12242154 DOI: 10.1016/s1535-6108(02)00124-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
We have identified a somatic mutation in Op18 in a human esophageal adenocarcinoma. The mutant form of Op18 (M-Op18) was cloned and sequenced, revealing a substitution of a G for C at nucleotide 155, which results in a Q18-->E substitution in the protein. M-Op18 cDNA was expressed in NIH/3T3 cells, which resulted in foci formation and tumor growth in immunodeficient mice. Cell cycle analysis of M-Op18-expressing cells revealed a doubling in the percentage of cells in G2/M relative to cells overexpressing wild-type Op18, a decrease in M-Op18-specific phosphorylation, and alterations in tubulin ultrastructure in M-Op18-expressing cells. These results suggest that the somatic mutation identified in Op18 has profound effects on cell homeostasis that may lead to tumorigenicity.
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Affiliation(s)
- David E Misek
- Department of Pediatrics, University of Michigan, Ann Arbor, MI 48109, USA.
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11
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Wang H, Hanash SM. Contributions of proteome profiling to the molecular analysis of cancer. Technol Cancer Res Treat 2002; 1:237-46. [PMID: 12625782 DOI: 10.1177/153303460200100404] [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] [Indexed: 12/13/2022] Open
Abstract
The proteome is the most functional compartment encoded for in the genome. Technologies for protein separation and quantitation, coupled with mass spectrometry for protein identification, have provided the means for proteome profiling of tumor cell lines and tissues that complement genomic and transcriptomic profiling. The application of established and novel proteomic technologies to the molecular analysis of cancer is reviewed.
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Affiliation(s)
- Hong Wang
- University of Michigan, Department of Pediatrics, 1150 W. Medical Center Drive, A520 MSRBI, Ann Arbor, MI 48109, USA
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12
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Hanash SM, Madoz-Gurpide J, Misek DE. Identification of novel targets for cancer therapy using expression proteomics. Leukemia 2002; 16:478-85. [PMID: 11960325 DOI: 10.1038/sj.leu.2402412] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2001] [Accepted: 11/30/2001] [Indexed: 11/09/2022]
Abstract
Although most drugs target proteins, the proteome has remained largely untapped for the discovery of drug targets. The sequencing of the human genome has had a tremendous impact on proteomics and has provided a framework for protein identification. There is currently substantial interest in implementing proteomics platforms for drug target discovery. Although the field is still in the early stages, current proteomic tools include a variety of technologies that could be implemented for large-scale protein expression analysis of cells and tissues, leading to discovery of novel drug targets. Proteomics uniquely allows delineation of global changes in protein expression patterns resulting from transcriptional and post-transcriptional control, post-translational modifications and shifts in proteins between different cellular compartments. Some of the current technologies for proteome profiling and the application of proteomics to the analysis of leukemias by our group are reviewed.
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Affiliation(s)
- S M Hanash
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
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Liedtke W, Leman EE, Fyffe REW, Raine CS, Schubart UK. Stathmin-deficient mice develop an age-dependent axonopathy of the central and peripheral nervous systems. THE AMERICAN JOURNAL OF PATHOLOGY 2002; 160:469-80. [PMID: 11839567 PMCID: PMC1850667 DOI: 10.1016/s0002-9440(10)64866-3] [Citation(s) in RCA: 81] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/17/2001] [Indexed: 11/30/2022]
Abstract
Stathmin is a cytosolic protein that binds tubulin and destabilizes cellular microtubules, an activity regulated by phosphorylation. Despite its abundant expression in the developing mammalian nervous system and despite its high degree of evolutionary conservation, stathmin-deficient mice do not exhibit a developmental phenotype.(1) Here we report that aging stathmin(-/-) mice develop an axonopathy of the central and peripheral nervous systems. The pathological hallmark of the early axonal lesions was a highly irregular axoplasm predominantly affecting large, heavily myelinated axons in motor tracts. As the lesions progressed, degeneration of axons, dysmyelination, and an unusual glial reaction were observed. At the functional level, electrophysiology recordings demonstrated a significant reduction of motor nerve conduction velocity in stathmin(-/-) mice. At the molecular level, increased gene expression of SCG 10-like protein, a stathmin-related gene with microtubule destabilizing activity, was detected in the central nervous system of aging stathmin(-/-) mice. Together, these findings suggest that stathmin plays an essential role in the maintenance of axonal integrity.
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Affiliation(s)
- Wolfgang Liedtke
- Department of Pathology, Albert Einstein College of Medicine, Bronx, New York.
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14
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Mistry SJ, Benham CJ, Atweh GF. Development of ribozymes that target stathmin, a major regulator of the mitotic spindle. ANTISENSE & NUCLEIC ACID DRUG DEVELOPMENT 2001; 11:41-9. [PMID: 11258620 DOI: 10.1089/108729001750072119] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Stathmin is a major cytosolic phosphoprotein that plays an important role in the control of cellular proliferation by regulating the dynamics of the microtubules that make up the mitotic spindle. Because stathmin is expressed at high levels in all human cancers, it is an attractive molecular target for anticancer interventions. We had shown previously that antisense stathmin inhibition results in marked abrogation of the transformed phenotype of leukemic cells in vitro and in vivo. Unlike the antisense approach, ribozymes can catalytically cleave several molecules of target RNA. This may provide a more efficient strategy for downregulating genes, such as stathmin, that are expressed at very high levels in cancer cells. We designed several antistathmin hammerhead ribozymes and tested their cleavage activity against short synthetic stathmin RNA substrates. In vitro cleavage studies demonstrated site-specific cleavage of stathmin RNA that was dependent on ribozyme concentration and duration of exposure to ribozyme. The most active antistathmin ribozyme was capable of cleaving >90% stathmin RNA in a catalytic manner, cleaving multiple substrate molecules per ribozyme molecule. We also demonstrated that the designed antistathmin ribozymes are capable of selectively cleaving native stathmin RNA in a mixture of total RNA isolated from leukemic cells. These antistathmin ribozymes may provide a novel and effective form of gene therapy that may be applicable to a wide variety of human cancers.
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Affiliation(s)
- S J Mistry
- Department of Medicine, Mount Sinai School of Medicine, New York, NY 10029, USA
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15
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Abstract
The identification of coding sequences in a number of species, including human in the near future, has ushered in the post-genome era. In this era, technologies are becoming available that allow the profiling of tissues and cell populations at the genomic, transcriptomic and proteomic levels. The molecular analysis of tissues at all three levels has been referred to as operomics. This review covers some basic technologies for operomics and their application to some lymphoid disorders. It is proposed that no one type of analysis is fully informative and that information that can be derived from the different compartments encompassed in operomics is complementary. Prospects for introducing such profiling technologies into the clinical laboratory will depend on their robustness, their user friendliness and the clinical relevance of the added information they provide, which cannot be captured through other technologies in use in the clinical laboratory.
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Affiliation(s)
- S M Hanash
- University of Michigan, Department of Pediatrics, Ann Arbor 48109, USA.
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16
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Müller DR, Schindler P, Coulot M, Voshol H, van Oostrum J. Mass spectrometric characterization of stathmin isoforms separated by 2D PAGE. JOURNAL OF MASS SPECTROMETRY : JMS 1999; 34:336-345. [PMID: 10226362 DOI: 10.1002/(sici)1096-9888(199904)34:4<336::aid-jms765>3.0.co;2-u] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
In proteome analysis, the determination of the phosphorylation status of proteins and protein isoforms, which have been separated by two-dimensional polyacrylamide gel electrophoresis (2D PAGE), is of prime importance in addition to their identification. In this study, the extent to which such information can be directly extracted from the mass spectrometric data used for identification was evaluated. By searching for metastable peaks which are characteristic for loss of phosphoric acid, the Ser-phosphorylated peptides were identified with a high success rate in reflector matrix-assisted laser desorption/ionization (MALDI) mass maps of in-gel digested proteins. Furthermore, by employing a double enzymatic strategy using trypsin and Glu-C in parallel, improved sequence coverage and additional separation of the potential phosphorylation sites of the isoforms were achieved. The precise location of the modified sites within an identified phosphopeptide was obtained by submitting the corresponding molecular ions directly to nano-electrospray tandem mass spectrometric analysis. In this way the detailed phosphorylation status of six isomers of stathmin separated by 2D PAGE was determined. Two of these six isomers were phosphorylated at all four known sites (serines 15, 24, 37 and 62) and were probably derived from the previously reported alpha and beta forms, which differ by a yet unknown modification. In addition, isomers phosphorylated at serines 15, 24 and 37, serines 24, 37 and 62, serines 24 and 37 and serine 37 only were characterized.
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Affiliation(s)
- D R Müller
- Novartis Pharma AG, Functional Genomics Area, Protein Sciences, Basle, Switzerland
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17
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Garrone B, Kedar P, Elarova I, Lavin M, Watters D. Approaches to determine the specific role of the delta isoform of protein kinase C. JOURNAL OF BIOCHEMICAL AND BIOPHYSICAL METHODS 1997; 36:51-61. [PMID: 9507372 DOI: 10.1016/s0165-022x(97)00041-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Two dimensional gel electrophoresis of proteins from HL-60 human leukaemia cells treated with bistratene A, a specific activator of protein kinase C (PKC) delta, was performed in conjunction with sequencing in order to identify components of the signal transduction pathway of this isoform of PKC. Stathmin (oncoprotein 18) was identified in this way and the phosphorylation of this protein after treatment with bistratene A, was confirmed by Western blotting of 2D gels. Since stathmin has phosphorylation sites for mitogen activated protein (MAP) kinases, cyclin dependent kinases and calcium/calmodulin dependent protein kinases, it is assumed that one of these enzymes, acting downstream from PKC delta, is responsible for the phosphorylation. Another approach to determining the role of PKC delta involves the identification of interacting proteins using the yeast two hybrid screen. The sequence of nine out of ten independently isolated clones from a two hybrid screen showed perfect homology to human ribosomal protein L8. This protein has previously been shown to exist in complexes with ribosomal RNA, aminoacyl-tRNA and elongation factor-1 alpha, a known substrate of PKC delta, suggesting a role for PKC delta in protein synthesis regulation.
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Affiliation(s)
- B Garrone
- Cancer Unit, Queensland Institute of Medical Research, P.O. Royal Brisbane Hospital, Australia
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18
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Giometti CS, Williams K, Tollaksen SL. A two-dimensional electrophoresis database of human breast epithelial cell proteins. Electrophoresis 1997; 18:573-81. [PMID: 9150944 DOI: 10.1002/elps.1150180340] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
As sequencing of the human genome progresses, attention is turning to when and where specific genes are being expressed and how that expression is regulated. The human breast, with the highly specific, but transient, function of milk production (lactation), exemplifies human gene regulation. The molecular mechanisms for the dramatic structural and functional changes involved in shifting from lactation-capable to lactation-incapable tissue are poorly understood, as are the mechanisms that result in deviation from normal breast cell growth into different types of breast neoplasms. We are using quantitative two-dimensional electrophoresis (2-DE) to determine which proteins are present in different types of human breast cells (milk-producing and -nonproducing, estrogen-receptor-positive and -negative, normal and malignant) and which proteins change in abundance in response to stimuli that trigger cell differentiation, growth, or death. A composite map of proteins found in human breast cells is being generated and used as an index of human genes that are differentially expressed, both qualitatively and quantitatively. Proteins found in 15 different types of human breast cells, two from healthy tissue (from milk and reduction mammoplasty tissue) and 13 from tumor tissue, are now included in the composite map. Copies of the human breast epithelial cell protein map are available on the World Wide Web (URL: http:(/)/www.anl.gov/CMB/PMG/ projects/index_hbreast.html) with links to quantitative data and identifications for proteins found to be differentially expressed in these epithelial cells. Links to the Swiss-Prot and enzyme metabolic pathway databases are also provided. The World Wide Web presentation is designed to allow public access to the available 2-DE data together with logical connections to databases providing genome-related information.
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Affiliation(s)
- C S Giometti
- Center for Mechanistic Biology and Biotechnology, Argonne National Laboratory, IL 60439, USA.
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19
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Wimmer K, Kuick R, Thoraval D, Hanash SM. Two-dimensional separations of the genome and proteome of neuroblastoma cells. Electrophoresis 1996; 17:1741-51. [PMID: 8982607 DOI: 10.1002/elps.1150171112] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Two-dimensional (2-D) electrophoretic methods have been available that allow separation of the protein constituents of a cell population. It has also become feasible to electrophoretically separate in two dimensions and to display DNA fragments derived from genomic digests. Through the appropriate choice of restriction enzymes, the functional component of the genome that encompasses CpG islands can be preferentially visualized in 2-D gels. The same computerized approach for the analysis of 2-D patterns can be applied to investigations at either the protein or DNA levels. Our group has utilized 2-D electrophoresis to investigate both protein and DNA changes in cancer. The emphasis to date has been on the identification of proteins, the abundance of which is related to specific biological features of the tumors analyzed and of DNA fragments encompassed in genomic amplifications, as the latter commonly contain growth-related genes. Findings derived from our analysis of neuroblastoma tumors and cell lines using 2-D approaches are reviewed. Data for four proteins observed in 2-D gels are presented because of our demonstrated association of these proteins with differentiation and proliferation properties of neuroblastoma. At the genomic level, the detection of amplifications using 2-D gels has necessitated an understanding of the variability displayed by multi-copy genomic fragments, which we have accomplished to a large part and which we present. An important benefit of 2-D approaches is the efficiency of scale and the ease with which abundant proteins or multicopy genomic fragments can be detected, identified and quantitatively analyzed.
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Affiliation(s)
- K Wimmer
- University of Michigan School of Medicine, Department of Pediatric Hematology/Oncology, Ann Arbor, USA
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20
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Schubart UK, Yu J, Amat JA, Wang Z, Hoffmann MK, Edelmann W. Normal development of mice lacking metablastin (P19), a phosphoprotein implicated in cell cycle regulation. J Biol Chem 1996; 271:14062-6. [PMID: 8662897 DOI: 10.1074/jbc.271.24.14062] [Citation(s) in RCA: 79] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Metablastin, also called P19, stathmin, prosolin, Lap18, and oncoprotein18, is a highly conserved cytosolic protein that undergoes extracellular factor- and cell cycle-regulated serine phosphorylation and developmentally regulated expression in mammals. It has been implicated in a variety of cellular functions including growth and differentiation, and recent evidence suggests an involvement in cell cycle control. To explore its potential role in mammalian development, we have disrupted the gene encoding metablastin by gene targeting in mice. The metablastin null mutants have no overt phenotype regarding development, growth rate, behavior, T cell maturation, or fertility and do not exhibit an increased predisposition to tumors. SCG10, a protein closely related in structure to metablastin, shows no compensatory up-regulation in metablastin-/- mice. Although the data suggest that metablastin is not essential for mammalian development, the knockout mice should prove valuable in exploring the role of this protein in cell cycle regulation.
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MESH Headings
- Animals
- Cell Cycle
- Chimera
- Female
- Genomic Library
- Lymph Nodes/immunology
- Male
- Mammals
- Mice
- Mice, Inbred C57BL
- Mice, Inbred DBA
- Mice, Knockout
- Mice, Transgenic
- Microtubule Proteins
- Phosphoproteins/biosynthesis
- Phosphoproteins/deficiency
- Phosphoproteins/genetics
- RNA, Messenger/analysis
- RNA, Messenger/biosynthesis
- Rats
- Receptors, Antigen, T-Cell/biosynthesis
- Recombinant Proteins/biosynthesis
- Recombination, Genetic
- Spleen/immunology
- Stathmin
- Stem Cells
- T-Lymphocytes/immunology
- Thymus Gland/immunology
- Transcription, Genetic
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Affiliation(s)
- U K Schubart
- Department of Medicine, Albert Einstein College of Medicine, Bronx, New York 10461, USA
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21
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Vegunta RK, Cooney DR, Downing MT, Besner GE, Brigstock DR. Unique protein expression by the TBJ clonal derivative of C1300 murine neuroblastoma. J Pediatr Surg 1995; 30:1668-72. [PMID: 8749920 DOI: 10.1016/0022-3468(95)90448-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
C1300 is a murine neuroblastoma that arose spontaneously in an A/JAX mouse, and from which a clone termed TBJ was subsequently derived. C1300 is a slowly growing and poorly metastasizing tumor, whereas TBJ shows early systemic metastasis as well as aggressive local growth. Compared with TBJ cells, C1300 cells are highly immunogenic and are sensitive to natural killer cells and cytotoxic lymphocytes. In vitro, TBJ cells were found to be more rounded and less adherent than C1300 cells. Because the underlying basis for the differences between C1300 and TBJ cells has not been fully elucidated, the authors used high-resolution two-dimensional gel electrophoresis (2-DE) to study comparative aspects of total protein expression by each cell line. Of the approximately 400 individual cellular proteins that could be resolved using this technique, two were found to be reproducibly and uniquely expressed by TBJ cells and not by C1300 cells. Both proteins were anionic (pl 5.0 to 5.2) as assessed by iso-electric focusing and had molecular weights of 76,000 and 82,000 as assessed by sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE). Silver staining of SDS-polyacrylamide gels showed that the levels of 82,000-M(r) protein (p82) were higher than those of the 76,000-M(r) protein (p76). A purification protocol allowing for the isolation of p82 from TBJ cell extracts was developed, which comprised preparative two-dimensional gel electrophoresis followed by reverse-phase high-performance liquid chromatography. Full molecular identification of p82 and p76 eventually may provide new leads in the study of the metastatic or antigenic properties of neuroblastoma.
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Affiliation(s)
- R K Vegunta
- Department of Surgery, Ohio State University College of Medicine, Columbus 43205, USA
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22
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Okazaki T, Wang H, Masliah E, Cao M, Johnson SA, Sundsmo M, Saitoh T, Mori N. SCG10, a neuron-specific growth-associated protein in Alzheimer's disease. Neurobiol Aging 1995; 16:883-94. [PMID: 8622778 DOI: 10.1016/0197-4580(95)02001-2] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Neuronal growth-associated proteins (nGAPs) are markers of neuronal process outgrowth and are associated with both degenerative and sprouting responses in Alzheimer's disease (AD) brain. To study possible involvement of SCG10, an nGAP, in AD, we cloned human SCG10 cDNA and analyzed SCG-10 at mRNA and protein levels in control and AD brains. The deduced amino acid sequence of human SCG10 was 69% identical to stathmin, another nGAP. By in situ hybridization, both SCG10 and stathmin mRNAs were detected in selected neuronal populations in aged human brains. Quantitative analysis by RNase protection revealed that levels of neither SCG10 nor stathmin mRNAs were significantly altered in AD. Using an SCG10-specific antibody, Western blot analysis did not reveal any quantitative changes of SCG10 in AD. However, when the concentration of SCG10 protein was plotted against the number of tangles, a positive correlation was found. SCG10 levels did not correlate with plaque numbers. Furthermore, immunohistochemical study revealed that neuronal SCG10 protein accumulated in the cell bodies in AD-affected regions. Thus, SCG10 compartmentalization and metabolism may be altered in AD possibly due to mechanisms related to tangle formation in this disease.
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Affiliation(s)
- T Okazaki
- Division of Neurogerontology, Ethel Percy Andrus Gerontology Center, University of Southern California, Los Angeles 90089-0191, USA
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23
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Friedrich B, Grönberg H, Landström M, Gullberg M, Bergh A. Differentiation-stage specific expression of oncoprotein 18 in human and rat prostatic adenocarcinoma. Prostate 1995; 27:102-9. [PMID: 7638082 DOI: 10.1002/pros.2990270207] [Citation(s) in RCA: 73] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Oncoprotein 18 (Op18) is an intracellular phosphoprotein that has been shown to be overexpression in a number of human malignancies. In the present report we have studied the pattern of Op18 expression on normal, hyperplastic, and malignant prostatic tissue as well as in rat prostatic tumor lines. One of the objectives of the present work was to establish whether the level of Op18 expression can be used as a prognostic marker in human prostatic adenocarcinoma. To that end, sections from normal, hyperplastic, and malignant human prostatic tissue were examined by immunohistochemistry for expression of Op18. In the normal and hyperplastic prostate, Op18 expression was observed in basal glandular epithelial cells, whereas the columnar luminal epithelial cells were not stained by the anti Op18 antibodies. In highly differentiated prostatic cancers occasional epithelial cells were stained, while in poorly differentiated tumors most of the epithelial cells contained Op18 immunoreactivity. The staining pattern was similar in the primary prostatic tumor and in the regional lymph node metastases. Most importantly, a limited survey of prostatic cancer patient samples (n = 40) showed a significant correlation between the fraction of Op18 immunoreactive cells and survival. Studies of a rat prostatic tumor model, showed that only a few cells were stained in the highly differentiated Dunning R3327PAP tumor, while most cells were stained in the anaplastic AT1 rat prostatic tumor. Interestingly, castration of rats resulted in an increased Op18 immunoreactivity, within 14 days, in the highly differentiated rat R3327PAP prostatic tumor. In conclusion, the level of Op18 expression seems to be related to cellular differentiation, histological grade, and survival in prostatic cancers. These findings show that Op18 immunoreactivity may be useful as a prognostic marker in prostatic cancer. In addition it may help in the differentiation between highly differentiated prostatic tumors and non-malignant conditions.
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Affiliation(s)
- B Friedrich
- Department of Urology and Andrology, Umeå University, Sweden
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24
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Larsson N, Melander H, Marklund U, Osterman O, Gullberg M. G2/M transition requires multisite phosphorylation of oncoprotein 18 by two distinct protein kinase systems. J Biol Chem 1995; 270:14175-83. [PMID: 7775478 DOI: 10.1074/jbc.270.23.14175] [Citation(s) in RCA: 89] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Oncoprotein 18 (Op18) is a conserved cytosolic protein that is a target for both cell cycle and cell surface receptor-regulated phosphorylation events. The four residues Ser16, Ser25, Ser38, and Ser63 are all subject to cell cycle-regulated phosphorylation. Ser25 and Ser38 are targets for cyclin dependent kinases (CDKs), while Ser16 and Ser63 are phosphorylated by an unidentified protein kinase. We have recently shown that induced expression of a CDK target site-deficient mutant, Op18-S25A,S38A, blocks human cell lines during G2/M transition. In the present report we show that mitosis is associated with complete phosphorylation of the two Op18 CDK target sites Ser25 and Ser38 and that Ser16 and Ser63 are also phosphorylated to a high stoichiometry. To evaluate the function of multisite phosphorylation of Op18, we expressed and analyzed the cell cycle phenotype of different kinase target site-deficient mutants. The data showed that induced expression of the S16A,S63A, S25A,S38A, and S16A,S25A,S38A,S63A mutants all resulted in an indistinguishable phenotype, i.e. immediate G2/M block and subsequent endoreduplication, a given fraction of G2 versus M-phase blocked cells, and a characteristic nuclear morphology of M-blocked cells. This result was unexpected; however, a likely explanation was provided by analysis of Op18 phosphoisomers, which revealed that mutations of the CDK sites interfere with phosphorylation of Ser16 and Ser63. The simplest interpretation of our results is that phosphorylation of Ser16 and Ser63 is essential during G2/M transition and that the phenotype of the S25A,S38A mutant is mediated by the observed block of Ser16/Ser63 phosphorylation.
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Affiliation(s)
- N Larsson
- Department of Cell and Molecular Biology, University of Umeå, Sweden
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25
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Rowlands DC, Jones NA, Brown G, Potter M, Muschinski B, Maclennan IC. The proliferation-associated cytosolic protein Lap18 (stathmin) is expressed at atypically low levels in BALB/c plasmacytoma cells. Curr Top Microbiol Immunol 1995; 194:73-80. [PMID: 7895523 DOI: 10.1007/978-3-642-79275-5_10] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Affiliation(s)
- D C Rowlands
- Department of Immunology, Birmingham Medical School, UK
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26
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Jones NA, Rowlands DC, Johnson WE, MacLennan IC, Brown G. Persistent growth of BALB/C mouse plasmacytoma and human myeloma cell lines in the presence of phorbol myristate acetate is associated with continued expression of Lap18 (stathmin). Hematol Oncol 1995; 13:29-43. [PMID: 7750926 DOI: 10.1002/hon.2900130105] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Lap18 is a highly conserved cytosolic protein that is expressed in dividing cells. Data from a number of studies show that a range of cell lines and mitogen-stimulated normal cells cultured in PMA phosphorylate and subsequently down-regulate Lap18. This has been found to be associated with growth arrest, although it is not clear that these events are causally related. In the present study we confirm that the HL60 promyelocytic leukemia and K562 erythroleukemia cell lines, when cultured with PMA, behave in this manner. This was not the case for any of five mouse plasmacytoma cell lines and six lines derived from patients with multiple myeloma or plasma cell leukemia. All of these lines contain Lap18, although the level of this protein in the mouse but not the human plasmacytoma cell-line cells is relatively low. All the neoplastic plasma cell-line cells phosphorylate Lap18 on culture with PMA, but this does not induce growth arrest nor result in down-regulation of Lap18 expression. Further experiments are required to test whether there is a mechanistic relationship between the continued growth of plasmacytoma cell lines and their failure to down-regulate Lap18 on culture in PMA.
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Affiliation(s)
- N A Jones
- Department of Immunology, University of Birmingham Medical School, Edgbaston, U.K
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27
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Marklund U, Osterman O, Melander H, Bergh A, Gullberg M. The phenotype of a “Cdc2 kinase target site-deficient” mutant of oncoprotein 18 reveals a role of this protein in cell cycle control. J Biol Chem 1994. [DOI: 10.1016/s0021-9258(18)43860-4] [Citation(s) in RCA: 50] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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28
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Marklund U, Larsson N, Brattsand G, Osterman O, Chatila TA, Gullberg M. Serine 16 of oncoprotein 18 is a major cytosolic target for the Ca2+/calmodulin-dependent kinase-Gr. EUROPEAN JOURNAL OF BIOCHEMISTRY 1994; 225:53-60. [PMID: 7925472 DOI: 10.1111/j.1432-1033.1994.00053.x] [Citation(s) in RCA: 58] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Oncoprotein 18 (Op18) is a cytosolic protein that was initially identified due to its up-regulated expression in acute leukemia and its complex pattern of phosphorylation in response to diverse extracellular signals. We have previously identified in vivo phosphorylation sites and some of the protein kinase systems involved. Two distinct proline-directed kinase families phosphorylate Ser25 and Ser38 of Op18 with overlapping but distinct site preference. These two kinase families, mitogen-activated protein (MAP) kinases and cyclin-dependent cdc2 kinases, are involved in receptor-regulated and cell-cycle-regulated phosphorylation events, respectively. During analysis of Op18 phosphorylation in the Jurkat T-cell line, we also found that Ser16 of Op18 is phosphorylated in response to a Ca2+ signal generated by T-cell receptor stimulation or the Ca2+ ionophore ionomycin. As suggested by a previous study, T-cell-receptor-induced phosphorylation events may be mediated by the Ca2+/CaM-dependent protein kinase type Gr (CaM kinase-Gr). The present study shows that activation of this protein kinase correlates with phosphorylation of Ser16 of Op18, and in vitro experiments reveal efficient and selective phosphorylation of this residue. The CaM kinase-Gr is only expressed in certain lymphoid cell lines, and the present study shows that ionomycin-induced phosphorylation of Op18 Ser16 is restricted to cells expressing this protein kinase. Finally, CaM kinase-Gr-dependent in vitro phosphorylation of a crude cellular extract reveals a striking preference of this protein kinase for Op18 compared to other cellular substrates. In conclusion, the results suggest that Ser16 of Op18 is a major cytosolic target for activated CaM kinase-Gr.
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Affiliation(s)
- U Marklund
- Department for Cell and Molecular Biology, University of Umeå, Sweden
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29
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Luo X, Mookerjee B, Ferrari A, Mistry S, Atweh G. Regulation of phosphoprotein p18 in leukemic cells. Cell cycle regulated phosphorylation by p34cdc2 kinase. J Biol Chem 1994. [DOI: 10.1016/s0021-9258(17)34062-0] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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30
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Brattsand G, Marklund U, Nylander K, Roos G, Gullberg M. Cell-cycle-regulated phosphorylation of oncoprotein 18 on Ser16, Ser25 and Ser38. EUROPEAN JOURNAL OF BIOCHEMISTRY 1994; 220:359-68. [PMID: 8125092 DOI: 10.1111/j.1432-1033.1994.tb18632.x] [Citation(s) in RCA: 92] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Oncoprotein 18 (Op18) has been independently identified due to its increased phosphorylation in response to external signals and its up-regulated expression in acute leukemia. We have identified two serine residues of Op18 that are phosphorylated after triggering by the T cell antigen receptor. One of these residues, Ser25, was shown to be a likely substrate for the mitogen-activated protein (MAP) kinase, while the other residue, Ser16, was shown to be phosphorylated in response to increased intracellular calcium. Our previous site-mapping studies of Op18 also revealed that basal phosphorylation of Op18 is mainly located on Ser38, which was found to be the primary in vitro phosphorylation site of p13suc1-precipitated cdc2 kinase activities. These findings raised the possibility that Op18 may be a substrate for both receptor-regulated calcium-induced protein kinases and the MAP kinase family, as well as being a substrate for the cell-cycle-regulated cdc2 kinase family. In the present report we have performed site-mapping studies of cell-cycle-regulated fluctuations of Op18 phosphorylation. The results reveal that S-phase progression of a synchronised leukemic T cell line is associated with increased phosphorylation of both the Ser25 and Ser38 residues. Moreover, during mitosis, a burst of phosphorylation was observed and at this stage of the cell cycle a major fraction of Op18 was phosphorylated at multiple sites. Phosphorylation of Op18 during mitosis was located primarily on Ser38 and to lesser extent on Ser25, Ser16 and at an unidentified C-terminal residue. In vitro phosphorylation experiments, employing two distinct members of the cdc2 kinase family, were consistent with involvement of both p34-cdc2 and p33-cdk2 in cell-cycle-regulated phosphorylation of Ser25 and Ser38 of Op18. Most importantly, the ratio of Ser25/Ser38 phosphorylation observed in vitro, using either p34-cdc2 or p33-cdk2, was found to be the same as the ratio observed in intact cells during all phases of the cell cycle. These findings suggest that Op18 may be a physiological substrate for several members of the cdc2 kinase family during both the S-phase and the mitotic phase of the cell cycle.
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Affiliation(s)
- G Brattsand
- Department for Cell and Molecular Biology, University of Umeå, Sweden
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31
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Abstract
Stathmin is a 19 kDa phosphoprotein, and is proposed to play a role in signal transduction in response to various extracellular stimuli that promote cellular growth and/or differentiation. We examined stathmin mRNA expression during development and liver regeneration in mice. Stathmin mRNA expression declined during the post-natal period and was undetected in adult liver. 36 h after partial hepatectomy, stathmin mRNA was rapidly induced and remained at elevated levels for at least 10 days. In situ hybridization experiments confirmed that stathmin mRNA expression occurred in hepatocytes. These results indicate that the stathmin gene expression appears to be repressed during the post-natal liver development, and is de-repressed by liver regeneration, which suggests that stathmin may be a good molecular marker of liver plasticity.
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Affiliation(s)
- T Okazaki
- Division of Neurogerontology, Andrus Gerontology Center, University of Southern California, Los Angeles 90089-0191
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32
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Marklund U, Brattsand G, Osterman O, Ohlsson PI, Gullberg M. Multiple signal transduction pathways induce phosphorylation of serines 16, 25, and 38 of oncoprotein 18 in T lymphocytes. J Biol Chem 1993. [DOI: 10.1016/s0021-9258(19)74442-1] [Citation(s) in RCA: 53] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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33
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Marklund U, Brattsand G, Shingler V, Gullberg M. Serine 25 of oncoprotein 18 is a major cytosolic target for the mitogen-activated protein kinase. J Biol Chem 1993. [DOI: 10.1016/s0021-9258(18)82435-8] [Citation(s) in RCA: 100] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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34
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Epidermal growth factor induces serine phosphorylation of stathmin in a human colon carcinoma cell line (LIM 1215). J Biol Chem 1993. [DOI: 10.1016/s0021-9258(19)38664-8] [Citation(s) in RCA: 28] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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35
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Mock BA, Krall MM, Padlan C, Dosik JK, Schubart UK. The gene for Lap18, leukemia-associated phosphoprotein p18 (metablastin), maps to distal mouse chromosome 4. Mamm Genome 1993; 4:461-2. [PMID: 8104060 DOI: 10.1007/bf00296823] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- B A Mock
- Laboratory of Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892
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36
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Schubart UK, Xu J, Fan W, Cheng G, Goldstein H, Alpini G, Shafritz DA, Amat JA, Farooq M, Norton WT. Widespread differentiation stage-specific expression of the gene encoding phosphoprotein p19 (metablastin) in mammalian cells. Differentiation 1992; 51:21-32. [PMID: 1280608 DOI: 10.1111/j.1432-0436.1992.tb00676.x] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
p19 is a highly conserved 19 kD cytosolic protein that undergoes phosphorylation in response to diverse extracellular factors in mammalian cells. Its expression is abundant in brain and testis and is developmentally regulated. To gain insights regarding its function, we analyzed the expression of p19 mRNA in a variety of cell types during induction of differentiation. Murine erythroleukemia cells showed a moderate increase followed by a marked decrease in the abundance of p19 mRNA during induction of differentiation. In murine C2 myoblasts and primary fetal rat osteoblasts, p19 mRNA was abundant in replicating cells and decreased to undetectable levels during differentiation. In resting human peripheral blood lymphocytes, p19 mRNA was virtually undetectable but was strongly induced during blast transformation of both B and T cells. In rat liver, p19 mRNA was abundant on embryonic day 17 and decreased during early postnatal development. Upon fractionation of adult rat liver cells by centrifugal elutriation, p19 mRNA was not detected in hepatocytes while a low level was observed in a fraction enriched in non-parenchymal epithelial cells. CCl4-induced liver regeneration resulted in induction of p19 mRNA in hepatocytes. Primary cultures of embryonic and neonatal rat brain were analyzed by indirect immunofluorescence using co-staining with stage-specific markers. p19 expression was restricted to immature neurons and oligodendrocyte precursors. In contrast to the other cell types examined, the neuronal and glial precursors that express p19 were shown, using BrdU labeling, to be postmitotic both in primary culture and in vivo. The data demonstrate widespread, stage-specific expression of p19 and suggest that the protein exerts a general, lineage-independent function during induction of differentiation of mammalian cells. In view of the available evidence on the stimulation of serine phosphorylation of p19 by several growth factors, our working hypothesis is that phosphorylation of p19 may be involved in the mechanism by which growth factors control cell differentiation.
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Affiliation(s)
- U K Schubart
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY 10461
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37
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Sphingosine activation of protein kinases in Jurkat T cells. In vitro phosphorylation of endogenous protein substrates and specificity of action. J Biol Chem 1992. [DOI: 10.1016/s0021-9258(18)42172-2] [Citation(s) in RCA: 56] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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38
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Strahler JR, Lamb BJ, Ungar DR, Fox DA, Hanash SM. Cell cycle progression is associated with distinct patterns of phosphorylation of Op18. Biochem Biophys Res Commun 1992; 185:197-203. [PMID: 1376116 DOI: 10.1016/s0006-291x(05)80975-1] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Op18 is a highly conserved major cytosolic phosphoprotein which has been implicated in signal transduction in a wide variety of cell types. Freshly isolated peripheral blood lymphocytes (PBL) constitutively express low levels of mostly unphosphorylated Op18. Following mitogenic stimulation of PBL, Op18 synthesis is induced at a time when cells are entering S-phase. In this study we have characterized Op18 phosphorylation during progression of freshly isolated PBL through the cell cycle. Transition from G0 to G1 following activation with OKT3 was associated with an increase in a phosphorylated form designated Op18c. Progression of cells through G1 into S resulted in an increase in phosphorylated Op18 forms, designated Op18a and Op18b, which paralleled new Op18 synthesis. Transition of cells into G2 + M resulted in the appearance of the more acidic phosphorylated forms Op18d and Op18e. Calphostin C, a specific inhibitor of protein kinase C, dramatically decreased all forms of phosphorylated Op18 in OKT3 treated Jurkat cells. Our results suggest that Op18 phosphorylation is mediated in part by PKC activation as well as by other kinases yielding different phosphorylated forms at specific stages of the cell cycle.
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Affiliation(s)
- J R Strahler
- University of Michigan Medical School, Department of Pediatrics, Ann Arbor 48109
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39
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Jones NA, Lord JM, Brown G. Changes in the phosphorylation status of a 19 kD cytosolic protein are linked to the growth arrest of HL-60 cells. Leuk Res 1992; 16:353-61. [PMID: 1564939 DOI: 10.1016/0145-2126(92)90137-v] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
A major 19 kD cytosolic protein (p19) has been described in a number of cell systems with respect to its rapid phosphorylation when protein kinase C is activated and has been proposed as a key substrate of this enzyme. Phosphorylation of p19 occurs when the growth of cells is affected by 12-O-tetradecanoylphorbol-13-acetate (TPA) and it has been proposed that increased phosphorylation of p19 relates to the cessation of cell growth. This study delineates precisely the relationship between p19 phosphorylation changes in the growth and differentiation status of cells. Changes in the levels of two phosphorylated forms of p19 were assessed in HL-60 promyelocytic cells and a variant HL-60 cell line which stopped growing and differentiated in response to TPA and were compared to changes seen in HL-60 variant lines which merely growth arrested when treated with TPA. In lines which either did or did not differentiate, in response to TPA, the p19 protein was rapidly and transiently phosphorylated. Thus, this alteration in the phosphorylation status of p19 is associated with the process of growth arrest and not related to the onset of cell differentiation. The p19 protein and the enzymes which effect its phosphorylation status modulate the growth of cells and possible disregulation of p19 and/or its kinases and phosphatases is of interest as regards the leukaemic transformation of cells.
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Affiliation(s)
- N A Jones
- Department of Immunology, Medical School, University of Birmingham, U.K
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40
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Labdon J, Nieves E, Schubart U. Analysis of phosphoprotein p19 by liquid chromatography/mass spectrometry. Identification of two proline-directed serine phosphorylation sites and a blocked amino terminus. J Biol Chem 1992. [DOI: 10.1016/s0021-9258(19)50759-1] [Citation(s) in RCA: 25] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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41
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Chneiweiss H, Cordier J, Sobel A. Stathmin phosphorylation is regulated in striatal neurons by vasoactive intestinal peptide and monoamines via multiple intracellular pathways. J Neurochem 1992; 58:282-9. [PMID: 1727435 DOI: 10.1111/j.1471-4159.1992.tb09308.x] [Citation(s) in RCA: 47] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Stathmin is a ubiquitous soluble protein whose phosphorylation is associated with the intracellular mechanisms involved in the regulations of cell proliferation, differentiation, and functions by extracellular effectors. It is present in the various tissues and cell types as at least two distinct isoforms in their unphosphorylated (Mr approximately 19,000; pI approximately 6.2-6.0) and increasingly phosphorylated forms. Stathmin is particularly abundant in brain, mostly because of its high concentration in neurons, where the protein is a major phosphorylation substrate. In intact striatal neurons grown in primary culture, the cyclic AMP-increasing drug forskolin and the protein kinase C-activating agent 12-O-tetradecanoylphorbol 13-acetate (TPA) induced a potent phosphorylation of stathmin. Their actions were at least partially additive, appearing actually most likely "sequential" on various phosphorylated states of stathmin. Vasoactive intestinal peptide (VIP) reproduced the forskolin-like stimulation but stimulated also other, TPA, and/or Ca2(+)-like protein phosphorylations. These actions of VIP were already maximal after 5 min and were long lasting, still important after 2 h. In addition, concentrations as low as 1 nM were enough to obtain a significant effect, on both cyclic AMP-dependent and independent phosphorylations. Dopamine and the beta-adrenergic agonist isoproterenol were also able to stimulate stathmin phosphorylation, but only with a forskolin-like pattern. Their actions were not additive to those of VIP, confirming previous results on the colocalization of both dopamine D1 and noradrenaline beta 1 receptors with VIP receptors on striatal neurons.(ABSTRACT TRUNCATED AT 250 WORDS)
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Affiliation(s)
- H Chneiweiss
- INSERM U 153, CNRS URA 614, Collège de France, Paris
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42
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Luo X, Arcasoy M, Brickner H, Mistry S, Schechter A, Atweh G. Regulated expression of p18, a major phosphoprotein of leukemic cells. J Biol Chem 1991. [DOI: 10.1016/s0021-9258(18)54811-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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43
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Melhem RF, Strahler JR, Hailat N, Zhu XX, Hanash SM. Involvement of OP18 in cell proliferation. Biochem Biophys Res Commun 1991; 179:1649-55. [PMID: 1930203 DOI: 10.1016/0006-291x(91)91764-4] [Citation(s) in RCA: 53] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Op18 is a highly conserved major cytosolic phosphoprotein that is expressed at high levels in acute leukemia and in neuroblastoma. In this study we present evidence pointing to a role for Op18 in cellular proliferation. Blocking of Op18 mRNA translation using antisense oligonucleotides delayed entrance of mitotically stimulated normal peripheral blood lymphocytes into the S phase. Moreover treatment of HL-60 promyelocytic leukemia cells with DMSO or PMA which induced terminal differentiation resulted in a decrease in the level of Op18 RNA and protein. Inhibition of lymphoid proliferation with cyclosporin also resulted in reduced Op18 levels.
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Affiliation(s)
- R F Melhem
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor 48109-0510
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44
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Gianazza E, Righetti PG. Biomedical relevance of two-dimensional protein mapping. JOURNAL OF CHROMATOGRAPHY 1991; 569:43-62. [PMID: 1939497 DOI: 10.1016/0378-4347(91)80226-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
State-of-the-art and future perspectives are discussed for the application of two-dimensional protein maps to basic medical research and routine clinical chemistry problems. Despite the technical advances that allow effective processing of a large number of samples and the refinement of devices and procedures for image analysis, at present two-dimensional maps are mostly confined to research purposes, i.e. to the inventory of normal constituents of body fluids and tissues on the one hand, and to qualitative-quantitative alterations of some protein spots in a number of instances (genetic, degenerative, infectious or xenobiotic diseases) on the other. It is hoped that in some instances a single primarily affected component will be able to be identified and then specifically tested (for instance by immunological means) as a diagnostic marker, but complex pathological patterns would still require the analysis of a large number of peptides at the resolution level only afforded by two dimensions. Further simplification of the protocols, for example with ready-made gels, and data reduction systems might then allow the application of the technique to be extended to general clinical laboratories.
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Affiliation(s)
- E Gianazza
- Department of Biomedical Sciences and Technologies, University of Milan, Italy
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45
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Melhem R, Zhu X, Hailat N, Strahler J, Hanash S. Characterization of the gene for a proliferation-related phosphoprotein (oncoprotein 18) expressed in high amounts in acute leukemia. J Biol Chem 1991. [DOI: 10.1016/s0021-9258(18)55189-9] [Citation(s) in RCA: 79] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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46
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Brickner H, Zhu X, Atweh G. A novel regulatory element of the human alpha-globin gene responsible for its constitutive expression. J Biol Chem 1991. [DOI: 10.1016/s0021-9258(18)98624-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
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47
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Abstract
Stathmin is a ubiquitous, phylogenetically conserved protein present in the cytoplasm of cells in a variety of unphosphorylated and phosphorylated forms. Its expression and phosphorylation are regulated throughout development and in response to extracellular signals regulating cell proliferation, differentiation and functions. The overall pattern of its molecular forms reflects the activation of corresponding second messenger pathways. This phosphoprotein is therefore a good candidate as a general relay in signal transduction, possibly integrating diverse signals of the cell's environment.
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Affiliation(s)
- A Sobel
- INSERM U153-CNRS URA614, Paris, France
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48
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Amat JA, Fields KL, Schubart UK. Distribution of phosphoprotein p19 in rat brain during ontogeny: stage-specific expression in neurons and glia. BRAIN RESEARCH. DEVELOPMENTAL BRAIN RESEARCH 1991; 60:205-18. [PMID: 1893566 DOI: 10.1016/0165-3806(91)90049-o] [Citation(s) in RCA: 45] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
p19 is an evolutionarily highly conserved 19-kDa cytosolic protein that undergoes hormonally regulated phosphorylation in a variety of mammalian cells. Its expression is abundant in brain and testis and is developmentally regulated. Here we have used immunocytochemistry to define the cell types expressing p19 in the rat CNS during pre- and postnatal development. p19-like immunoreactivity appears in young postmitotic neurons in the mantle zone of the neural tube on embryonic day 12-13. Subsequently, it is abundant in most, if not all, early immature forms of both neurons and glia and declines to undetectable levels in fully differentiated cells. In adult brain, strong p19-like immunoreactivity remains detectable in selective regions, primarily where production of glia and neurons is known to persist, such as the subventricular zone of olfactory bulb and lateral ventricle, and the dentate gyrus. The abundance of p19 mRNA, determined by Northern blot analysis of selected brain regions, parallels the distribution of p19 assessed by immunocytochemistry, suggesting that control of p19 expression is pretranslational. Together with previous findings on the transient expression of p19 during spermatogenesis, the present data suggest that expression of p19 occurs in a number of cell lineages in a differentiation stage-dependent manner. In brain, p19 represents a new marker that may prove valuable for defining immature cell populations.
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Affiliation(s)
- J A Amat
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY 10461
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