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Cala SE, Carruthers NJ, Stemmer PM, Chen Z, Chen X. Activation of Ca 2+ transport in cardiac microsomes enriches functional sets of ER and SR proteins. Mol Cell Biochem 2024; 479:85-98. [PMID: 37036634 PMCID: PMC10786961 DOI: 10.1007/s11010-023-04708-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 03/12/2023] [Indexed: 04/11/2023]
Abstract
The importance of sarcoplasmic reticulum (SR) Ca2+-handling in heart has led to detailed understanding of Ca2+-release and re-uptake protein complexes, while less is known about other endoplasmic reticulum (ER) functions in the heart. To more fully understand cardiac SR and ER functions, we analyzed cardiac microsomes based on their increased density through the actions of the SR Ca2+-ATPase (SERCA) and the ryanodine receptor that are highly active in cardiomyocytes. Crude cardiac microsomal vesicles loaded with Ca oxalate produced two higher density subfractions, MedSR and HighSR. Proteins from 20.0 μg of MV, MedSR, and HighSR protein were fractionated using SDS-PAGE, then trypsinized from 20 separate gel pieces, and analyzed by LC-MS/MS to determine protein content. From 62,000 individual peptide spectra obtained, we identified 1105 different proteins, of which 354 were enriched ≥ 2.0-fold in SR fractions compared to the crude membrane preparation. Previously studied SR proteins were all enriched, as were proteins associated with canonical ER functions. Contractile, mitochondrial, and sarcolemmal proteins were not enriched. Comparing the levels of SERCA-positive SR proteins in MedSR versus HighSR vesicles produced a range of SR subfraction enrichments signifying differing levels of Ca2+ leak co-localized in the same membrane patch. All known junctional SR proteins were more enriched in MedSR, while canonical ER proteins were more enriched in HighSR membrane. Proteins constituting other putative ER/SR subdomains also exhibited average Esub enrichment values (mean ± S.D.) that spanned the range of possible Esub values, suggesting that functional sets of proteins are localized to the same areas of the ER/SR membrane. We conclude that active Ca2+ loading of cardiac microsomes, reflecting the combined activities of Ca2+ uptake by SERCA, and Ca2+ leak by RyR, permits evaluation of multiple functional ER/SR subdomains. Sets of proteins from these subdomains exhibited similar enrichment patterns across membrane subfractions, reflecting the relative levels of SERCA and RyR present within individual patches of cardiac ER and SR.
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Affiliation(s)
- Steven E Cala
- Department of Physiology, Wayne State University, Detroit, MI, 48201, USA.
| | | | - Paul M Stemmer
- Institute of Environmental Health Sciences, Wayne State University, Detroit, USA
| | - Zhenhui Chen
- Krannert Institute of Cardiology, Indiana University, Indianapolis, IN, USA
| | - Xuequn Chen
- Department of Physiology, Wayne State University, Detroit, MI, 48201, USA
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2
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Zhou M, Zhao Y, Weber SR, Gates C, Carruthers NJ, Chen H, Liu X, Wang H, Ford M, Swulius MT, Barber AJ, Grillo SL, Sundstrom JM. Extracellular vesicles from retinal pigment epithelial cells expressing R345W-Fibulin-3 induce epithelial-mesenchymal transition in recipient cells. J Extracell Vesicles 2023; 12:e12373. [PMID: 37855063 PMCID: PMC10585439 DOI: 10.1002/jev2.12373] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 09/06/2023] [Accepted: 09/28/2023] [Indexed: 10/20/2023] Open
Abstract
We have shown previously that expression of R345W-Fibulin-3 induces epithelial-mesenchymal transition (EMT) in retinal pigment epithelial (RPE) cells. The purpose of the current study was to determine if extracellular vesicles (EVs) derived from RPE cells expressing R345W-Fibulin-3 mutation are sufficient to induce EMT in recipient cells. ARPE-19 cells were infected with luciferase-tagged wild-type (WT)- Fibulin-3 or luciferase-tagged R345W-Fibulin-3 (R345W) using lentiviruses. EVs were isolated from the media by ultracentrifugation or density gradient ultracentrifugation. Transmission electron microscopy and cryogenic electron microscopy were performed to study the morphology of the EVs. The size distribution of EVs were determined by nanoparticle tracking analysis (NTA). EV cargo was analysed using LC-MS/MS based proteomics. EV-associated transforming growth factor beta 1 (TGFβ1) protein was measured by enzyme-linked immunosorbent assay. The capacity of EVs to stimulate RPE migration was evaluated by treating recipient cells with WT- or R345W-EVs. The role of EV-bound TGFβ was determined by pre-incubation of EVs with a pan-TGFβ blocking antibody or IgG control. EM imaging revealed spherical vesicles with two subpopulations of EVs: a group with diameters around 30 nm and a group with diameters over 100 nm, confirmed by NTA analysis. Pathway analysis revealed that members of the sonic hedgehog pathway were less abundant in R345W- EVs, while EMT drivers were enriched. Additionally, R345W-EVs had higher concentrations of TGFβ1 compared to control. Critically, treatment with R345W-EVs was sufficient to increase EMT marker expression, as well as cell migration in recipient cells. This EV-increased cell migration was significantly inhibited by pre-incubation of EVs with pan-TGFβ-neutralising antibody. In conclusion, the expression of R345W-Fibulin-3 alters the size and cargo of EVs, which are sufficient to enhance the rate of cell migration in a TGFβ dependent manner. These results suggest that EV-bound TGFβ plays a critical role in the induction of EMT in RPE cells.
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Affiliation(s)
- Mi Zhou
- Department of OphthalmologyPenn State Hershey College of MedicineHersheyPennsylvaniaUSA
| | - Yuanjun Zhao
- Department of OphthalmologyPenn State Hershey College of MedicineHersheyPennsylvaniaUSA
| | - Sarah R. Weber
- Department of OphthalmologyPenn State Hershey College of MedicineHersheyPennsylvaniaUSA
| | - Christopher Gates
- Bioinformatics Core, Biomedical Research Core FacilitiesUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | - Nicholas J. Carruthers
- Bioinformatics Core, Biomedical Research Core FacilitiesUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | - Han Chen
- Microscopy Imaging Core FacilityPenn State Hershey College of MedicineHersheyPennsylvaniaUSA
| | - Xiaoming Liu
- Department of Pediatrics, Division of Hematology and OncologyPenn State Hershey College of MedicineHersheyPennsylvaniaUSA
| | - Hong‐Gang Wang
- Department of Pediatrics, Division of Hematology and OncologyPenn State Hershey College of MedicineHersheyPennsylvaniaUSA
| | | | - Matthew T. Swulius
- Department of Biochemistry and Molecular BiologyPenn State Hershey College of MedicineHersheyPennsylvaniaUSA
| | - Alistair J. Barber
- Department of OphthalmologyPenn State Hershey College of MedicineHersheyPennsylvaniaUSA
| | - Stephanie L. Grillo
- Department of OphthalmologyPenn State Hershey College of MedicineHersheyPennsylvaniaUSA
| | - Jeffrey M. Sundstrom
- Department of OphthalmologyPenn State Hershey College of MedicineHersheyPennsylvaniaUSA
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Carruthers NJ, Guo C, Gill R, Stemmer PM, Rosenspire AJ. Mercury intoxication disrupts tonic signaling in B cells, and may promote autoimmunity due to abnormal phosphorylation of STIM-1 and other autoimmunity risk associated phosphoproteins involved in BCR signaling. Toxicol Appl Pharmacol 2023; 474:116607. [PMID: 37348680 PMCID: PMC10534200 DOI: 10.1016/j.taap.2023.116607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 06/09/2023] [Accepted: 06/19/2023] [Indexed: 06/24/2023]
Abstract
Epidemiological studies link exposure to mercury with autoimmune disease. Unfortunately, in spite of considerable effort, no generally accepted mechanistic understanding of how mercury functions with respect to the etiology of autoimmune disease is currently available. Nevertheless, autoimmune disease often arises because of defective B cell signaling. Because B cell signaling is dependent on phosphorylation cascades, in this report, we have focused on how mercury intoxication alters phosphorylation of B cell proteins in antigen-non stimulated (tonic) mouse (BALB/c) splenic B cells. Specifically, we utilized mass spectrometric techniques to conduct a comprehensive unbiased global analysis of the effect of inorganic mercury (Hg2+) on the entire B cell phosphoproteome. We found that the effects were pleotropic in the sense that large numbers of pathways were impacted. However, confirming our earlier work, we found that the B cell signaling pathway stood out from the rest, in that phosphoproteins which had sites which were affected by Hg2+, exhibited a much higher degree of connectivity, than components of other pathways. Further analysis showed that many of these BCR pathway proteins had been previously linked to autoimmune disease. Finally, dose response analysis of these BCR pathway proteins showed STIM1_S575, and NFAT2_S259 are the two most Hg2+ sensitive of these sites. Because STIM1_S575 controls the ability of STIM1 to regulate internal Ca2+, we speculate that STIM1 may be the initial point of disruption, where Hg2+ interferes with B cell signaling leading to systemic autoimmunity, with the molecular effects pleiotropically propagated throughout the cell by virtue of Ca2+ dysregulation.
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Affiliation(s)
- N J Carruthers
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, United States of America
| | - C Guo
- Department of Biochemistry, Microbiology and Immunology, Wayne State University, Detroit, MI, United States of America
| | - R Gill
- Department of Biochemistry, Microbiology and Immunology, Wayne State University, Detroit, MI, United States of America
| | - P M Stemmer
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, United States of America
| | - A J Rosenspire
- Department of Biochemistry, Microbiology and Immunology, Wayne State University, Detroit, MI, United States of America.
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4
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Burton JB, Carruthers NJ, Stemmer PM. Enriching extracellular vesicles for mass spectrometry. Mass Spectrom Rev 2023; 42:779-795. [PMID: 34632607 DOI: 10.1002/mas.21738] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Revised: 09/19/2021] [Accepted: 09/24/2021] [Indexed: 06/13/2023]
Abstract
Extracellular vesicles from plasma, other body fluids and cell culture media hold great promise in the search for biomarkers. Exosomes in particular, the vesicle type that is secreted after being produced in the endocytic pathway and having a diameter of 30-150 nm, are considered to be a conveyance for signaling molecules and, therefore, to hold valuable information regarding the health and activity status of the cells from which they are released. The vesicular nature of exosomes is central to all methods used to separate them from the highly abundant proteins in plasma and other fluids. The enrichment of the vesicles is essential for mass spectrometry-based analysis as they represent only a very small component of all plasma proteins. The progression of isolation techniques for exosomes from ultracentrifugation through chromatographic separation using hydrophobic packing materials shows that effective enrichment is possible and that high throughput approaches to exosome enrichment are achievable.
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Affiliation(s)
- Jordan B Burton
- Institute of Environmental Health Sciences, Wayne State University, Detroit, Michigan, USA
| | | | - Paul M Stemmer
- Institute of Environmental Health Sciences, Wayne State University, Detroit, Michigan, USA
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5
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Cala SE, Carruthers NJ, Stemmer PM, Chen Z, Chen X. Activation of Ca transport in cardiac microsomes enriches functional sets of ER and SR proteins. Res Sq 2023:rs.3.rs-2557992. [PMID: 36798315 PMCID: PMC9934757 DOI: 10.21203/rs.3.rs-2557992/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
The importance of sarcoplasmic reticulum (SR) Ca-handling in heart has led to detailed understanding of Ca-release and re-uptake protein complexes, while less is known about other endoplasmic reticulum (ER) functions in the heart. To more fully understand cardiac SR and ER functions, we analyzed cardiac microsomes based on their increased density through the actions of the SR Ca-ATPase (SERCA) and the ryanodine receptor that are highly active in cardiomyocytes. Crude cardiac microsomal vesicles loaded with Ca oxalate produced two higher density subfractions, MedSR and HighSR. Analyses of protein enrichments from the 3 membrane preparations (crude microsomes, MedSR, and HighSR), showed that only a third of microsomal proteins in heart, or 354 proteins, were enriched ≥2.0-fold in SR. Previously studied SR proteins were all enriched, as were proteins associated with canonical ER functions. Contractile, mitochondrial, and sarcolemmal proteins were not enriched. Comparing the levels of SERCA-positive SR proteins in MedSR versus HighSR vesicles produced a range of SR subfraction enrichments signifying differing levels of Ca leak (ryanodine receptor) co-localized in the same membrane patch. All known junctional SR proteins were more enriched in MedSR, while canonical ER proteins were more enriched in HighSR membrane. Proteins from other putative ER/SR subdomains also showed characteristic distributions among SR subpopulations. We conclude that active Ca loading of cardiac microsomes, reflecting the combined activities of Ca uptake by SERCA, and Ca leak by RyR, permits evaluation of multiple functional ER/SR subdomains. Sets of proteins from these subdomains exhibited similar enrichment patterns across membrane subfractions, reflecting the relative levels of SERCA and RyR present within individual patches of cardiac ER and SR.
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6
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Thakur C, Qiu Y, Zhang Q, Carruthers NJ, Yu M, Bi Z, Fu Y, Wadgaonkar P, Almutairy B, Seno A, Stemmer PM, Chen F. Deletion of mdig enhances H3K36me3 and metastatic potential of the triple negative breast cancer cells. iScience 2022; 25:105057. [PMID: 36124233 PMCID: PMC9482110 DOI: 10.1016/j.isci.2022.105057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Revised: 07/06/2022] [Accepted: 08/26/2022] [Indexed: 11/25/2022] Open
Abstract
In this report, we provide evidence showing diminished expression of the mineral dust-induced gene (mdig), a previously identified oncogenic gene, in human triple negative breast cancer (TNBC). Using a mouse model of orthotopic xenograft of the TNBC MDA-MB-231 cells, we demonstrate that mdig promotes the growth of primary tumors but inhibits metastasis of these cells in vivo. Knockout of mdig resulted in an enhancement of H3K36me3 in the genome and upregulation of some X chromosome-linked genes for cell motility, invasion, and metastasis. Silencing MAGED2, one of the most upregulated and H3K36me3-enriched genes resulted from mdig depletion, can partially reverse the invasive migration of the mdig knockout cells. The anti-metastatic and inhibitory role of mdig on H3K36me3 was cross-validated in another cell line, A549 lung cancer cells. Together, our data suggest that mdig is antagonist against H3K36me3 that enforces expression of genes, such as MAGED2, for cell invasion and metastasis. Loss of mdig expression in TNBC and metastatic breast cancer Knockout of mdig enforces metastasis of the TNBC cells Mdig antagonizes H3K36me3 that promotes expression of X-linked metastatic genes Silencing MAGED2 reduces invasive migration of the mdig knockout cells
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Affiliation(s)
- Chitra Thakur
- Stony Brook Cancer Center and Department of Pathology, Renaissance School of Medicine, Stony Brook University, Lauterbur Drive, Stony Brook, NY 11794, USA
| | - Yiran Qiu
- Stony Brook Cancer Center and Department of Pathology, Renaissance School of Medicine, Stony Brook University, Lauterbur Drive, Stony Brook, NY 11794, USA
| | - Qian Zhang
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA
| | - Nicholas J Carruthers
- Institute of Environmental Health Sciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA
| | - Miaomiao Yu
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA.,Cancer Hospital of China Medical University, 44 Xiaoheyan Road, Dadong District, Shenyang, 110042 Liaoning Province, China
| | - Zhuoyue Bi
- Stony Brook Cancer Center and Department of Pathology, Renaissance School of Medicine, Stony Brook University, Lauterbur Drive, Stony Brook, NY 11794, USA
| | - Yao Fu
- Stony Brook Cancer Center and Department of Pathology, Renaissance School of Medicine, Stony Brook University, Lauterbur Drive, Stony Brook, NY 11794, USA
| | - Priya Wadgaonkar
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA
| | - Bandar Almutairy
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA.,College of Pharmacy, Al-Dawadmi Campus, Shaqra University, P.O. Box 11961, Riyadh, Saudi Arabia
| | - Akimasa Seno
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA.,Faculty of Engineering, Graduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama 700-8530, Japan
| | - Paul M Stemmer
- Institute of Environmental Health Sciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA
| | - Fei Chen
- Stony Brook Cancer Center and Department of Pathology, Renaissance School of Medicine, Stony Brook University, Lauterbur Drive, Stony Brook, NY 11794, USA.,Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA
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7
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Thakur C, Carruthers NJ, Zhang Q, Xu L, Fu Y, Bi Z, Qiu Y, Zhang W, Wadgaonkar P, Almutairy B, Guo C, Stemmer PM, Chen F. Depletion of Mdig Changes Proteomic Profiling in Triple Negative Breast Cancer Cells. Biomedicines 2022; 10:2021. [PMID: 36009568 PMCID: PMC9405604 DOI: 10.3390/biomedicines10082021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 08/11/2022] [Accepted: 08/17/2022] [Indexed: 11/16/2022] Open
Abstract
Triple-negative breast cancers are highly aggressive with an overall poor prognosis and limited therapeutic options. We had previously investigated the role of mdig, an oncogenic gene induced by some environmental risk factors, on the pathogenesis of breast cancer. However, a comprehensive analysis of the proteomic profile affected by mdig in triple-negative breast cancer has not been determined yet. Using label-free bottom-up quantitative proteomics, we compared wildtype control and mdig knockout MDA-MB-231 cells and identified the proteins and pathways that are significantly altered with mdig deletion. A total of 904 differentially expressed (p < 0.005) proteins were identified in the KO cells. Approximately 30 pathways and networks linked to the pathogenicity of breast cancer were either up- or downregulated, such as EIF2 signaling, the unfolded protein response, and isoleucine degradation I. Ingenuity Pathway Analysis established that the differentially expressed proteins have relevant biological actions in cell growth, motility, and malignancy. These data provide the first insight into protein expression patterns in breast cancer associated with a complete disruption of the mdig gene and yielded substantial information on the key proteins, biological processes, and pathways modulated by mdig that contribute to breast cancer tumorigenicity and invasiveness.
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Affiliation(s)
- Chitra Thakur
- Stony Brook Cancer Center, Renaissance School of Medicine, Stony Brook University, The State University of New York, Lauterbur Drive, Stony Brook, NY 11794, USA
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY 11794, USA
| | - Nicholas J. Carruthers
- Institute of Environmental Health Sciences, Wayne State University, 2309 Scott Hall, 540 E Canfield Ave, Detroit, MI 48202, USA
| | - Qian Zhang
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA
| | - Liping Xu
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA
| | - Yao Fu
- Stony Brook Cancer Center, Renaissance School of Medicine, Stony Brook University, The State University of New York, Lauterbur Drive, Stony Brook, NY 11794, USA
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA
| | - Zhuoyue Bi
- Stony Brook Cancer Center, Renaissance School of Medicine, Stony Brook University, The State University of New York, Lauterbur Drive, Stony Brook, NY 11794, USA
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA
| | - Yiran Qiu
- Stony Brook Cancer Center, Renaissance School of Medicine, Stony Brook University, The State University of New York, Lauterbur Drive, Stony Brook, NY 11794, USA
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA
| | - Wenxuan Zhang
- Stony Brook Cancer Center, Renaissance School of Medicine, Stony Brook University, The State University of New York, Lauterbur Drive, Stony Brook, NY 11794, USA
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA
| | - Priya Wadgaonkar
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA
| | - Bandar Almutairy
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA
| | - Chunna Guo
- Department of Immunology and Microbiology, Wayne State University, Detroit, MI 48201, USA
| | - Paul M. Stemmer
- Institute of Environmental Health Sciences, Wayne State University, 2309 Scott Hall, 540 E Canfield Ave, Detroit, MI 48202, USA
| | - Fei Chen
- Stony Brook Cancer Center, Renaissance School of Medicine, Stony Brook University, The State University of New York, Lauterbur Drive, Stony Brook, NY 11794, USA
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Detroit, MI 48201, USA
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY 11794, USA
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Burton JB, Carruthers NJ, Hou Z, Matherly LH, Stemmer PM. Pattern Analysis of Organellar Maps for Interpretation of Proteomic Data. Proteomes 2022; 10:18. [PMID: 35645376 PMCID: PMC9149908 DOI: 10.3390/proteomes10020018] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 05/07/2022] [Accepted: 05/17/2022] [Indexed: 12/13/2022] Open
Abstract
Localization of organelle proteins by isotope tagging (LOPIT) maps are a coordinate-directed representation of proteome data that can aid in biological interpretation. Analysis of organellar association for proteins as displayed using LOPIT is evaluated and interpreted for two types of proteomic data sets. First, test and control group protein abundances and fold change data obtained in a proximity labeling experiment are plotted on a LOPIT map to evaluate the likelihood of true protein interactions. Selection of true positives based on co-localization of proteins in the organellar space is shown to be consistent with carboxylase enrichment which serves as a positive control for biotinylation in streptavidin affinity selected proteome data sets. The mapping in organellar space facilitates discrimination between the test and control groups and aids in identification of proteins of interest. The same representation of proteins in organellar space is used in the analysis of extracellular vesicle proteomes for which protein abundance and fold change data are evaluated. Vesicular protein organellar localization patterns provide information about the subcellular origin of the proteins in the samples which are isolates from the extracellular milieu. The organellar localization patterns are indicative of the provenance of the vesicular proteome origin and allow discrimination between proteomes prepared using different enrichment methods. The patterns in LOPIT displays are easy to understand and compare which aids in the biological interpretation of proteome data.
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Affiliation(s)
- Jordan B. Burton
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI 48202, USA;
| | | | - Zhanjun Hou
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI 48202, USA; (Z.H.); (L.H.M.)
| | - Larry H. Matherly
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI 48202, USA; (Z.H.); (L.H.M.)
| | - Paul M. Stemmer
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI 48202, USA;
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9
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Carruthers NJ, Strieder-Barboza C, Caruso JA, Flesher CG, Baker NA, Kerk SA, Ky A, Ehlers AP, Varban OA, Lyssiotis CA, Lumeng CN, Stemmer PM, O'Rourke RW. The human type 2 diabetes-specific visceral adipose tissue proteome and transcriptome in obesity. Sci Rep 2021; 11:17394. [PMID: 34462518 PMCID: PMC8405693 DOI: 10.1038/s41598-021-96995-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Accepted: 08/11/2021] [Indexed: 01/21/2023] Open
Abstract
Dysfunctional visceral adipose tissue (VAT) in obesity is associated with type 2 diabetes (DM) but underlying mechanisms remain unclear. Our objective in this discovery analysis was to identify genes and proteins regulated by DM to elucidate aberrant cellular metabolic and signaling mediators. We performed label-free proteomics and RNA-sequencing analysis of VAT from female bariatric surgery subjects with DM and without DM (NDM). We quantified 1965 protein groups, 23 proteins, and 372 genes that were differently abundant in DM vs. NDM VAT. Proteins downregulated in DM were related to fatty acid synthesis and mitochondrial function (fatty acid synthase, FASN; dihydrolipoyl dehydrogenase, mitochondrial, E3 component, DLD; succinate dehydrogenase-α, SDHA) while proteins upregulated in DM were associated with innate immunity and transcriptional regulation (vitronectin, VTN; endothelial protein C receptor, EPCR; signal transducer and activator of transcription 5B, STAT5B). Transcriptome indicated defects in innate inflammation, lipid metabolism, and extracellular matrix (ECM) function, and components of complement classical and alternative cascades. The VAT proteome and transcriptome shared 13 biological processes impacted by DM, related to complement activation, cell proliferation and migration, ECM organization, lipid metabolism, and gluconeogenesis. Our data revealed a marked effect of DM in downregulating FASN. We also demonstrate enrichment of complement factor B (CFB), coagulation factor XIII A chain (F13A1), thrombospondin 1 (THBS1), and integrins at mRNA and protein levels, albeit with lower q-values and lack of Western blot or PCR confirmation. Our findings suggest putative mechanisms of VAT dysfunction in DM.
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Affiliation(s)
- Nicholas J Carruthers
- Proteomics Core Facility, Wayne State University, 42 W. Warren Ave, Detroit, MI, 48202, USA
| | - Clarissa Strieder-Barboza
- Department of Surgery, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA
| | - Joseph A Caruso
- Department of Chemistry, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA
| | - Carmen G Flesher
- Department of Surgery, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA
| | - Nicki A Baker
- Department of Surgery, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA
| | - Samuel A Kerk
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA.,Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA.,Rogel Cancer Center, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA
| | - Alexander Ky
- Department of Surgery, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA
| | - Anne P Ehlers
- Department of Surgery, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA.,Department of Surgery, Veterans Affairs Ann Arbor Healthcare System, 2215 Fuller Rd, Ann Arbor, MI, 48105, USA
| | - Oliver A Varban
- Department of Surgery, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA
| | - Costas A Lyssiotis
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA.,Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA.,Rogel Cancer Center, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA
| | - Carey N Lumeng
- Department of Pediatrics and Communicable Diseases, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA.,Graduate Program in Immunology, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA.,Graduate Program in Cellular and Molecular Biology, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA
| | - Paul M Stemmer
- Proteomics Core Facility, Wayne State University, 42 W. Warren Ave, Detroit, MI, 48202, USA
| | - Robert W O'Rourke
- Department of Surgery, University of Michigan Medical School, 1301 Catherine St, Ann Arbor, MI, 48109, USA. .,Department of Surgery, Veterans Affairs Ann Arbor Healthcare System, 2215 Fuller Rd, Ann Arbor, MI, 48105, USA. .,Section of General Surgery, Department of Surgery, University of Michigan, 2210 Taubman Center-5343, 1500 E. Medical Center Drive, Ann Arbor, MI, 48109-5343, USA.
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Paul J, Templin TN, Carruthers NJ, Burghardt PR, Ivanics C, Stemmer PM, Pieper B. C-reactive Protein Levels in Plasma and Chronic Venous Ulcer Exudate of Persons Who Inject Drugs: A Pilot Study. Wounds 2021:WNDS20210331-1. [PMID: 33913822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
BACKGROUND Persons who inject drugs (PWID) in the groin, legs, and/or feet are at high risk for chronic venous ulcers (CVUs). The plasma C-reactive protein (CRP) level is a marker of systemic inflammation. OBJECTIVE This pilot study examined CRP levels in plasma and CVU exudate of PWID. The aims were to (1) compare levels of CRP in plasma and exudate; (2) examine if the CRP level in exudate changed over 4 weeks with wound treatment; and (3) examine the relationship of the exudate CRP level with CVU area, CVU age, number of CVUs, and number of comorbidities. MATERIALS AND METHODS Persons who inject drugs seeking wound care were enrolled in this Institutional Review Board approved prospective, longitudinal, descriptive study. A blood sample was collected on the first visit (week 1); the plasma was then separated. Wound exudate was collected on swabs during the first visit (week 1) and 4 weeks later (week 4). All samples were stored at -80° C. Samples were eluted from swabs using mass spectrometry grade water then aliquoted for CRP analysis. RESULTS The participants of the study included 14 PWID (mean age, 62.14 ± 4.52 years; mean number of comorbidities, 5.71 ± 1.90; and mean number of ulcers 2.07 ± 1.07 that were present for a mean of 7.96 ± 11.91 years without healing). C-reactive protein level in plasma was a mean of 6.47 ± 8.56 mg/L, with lower levels found in wound exudate but highly correlated (rho = .925). Exudate CRP levels decreased from week 1 to week 4, and the 2 were highly correlated (rho = .895). Exudate CRP level week 1 was not significantly related to wound area, wound age, number of ulcers, or number of comorbidities. CONCLUSIONS Plasma and exudate CRP levels were highly correlated. Exudate CRP levels decreased across time. Future large-scale wound healing studies should examine CRP levels over a longer duration and as they correlate to wound healing.
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Affiliation(s)
- Julia Paul
- School of Nursing, Oakland University, Rochester, Michigan;William Beaumont Hospital, Royal Oak, Michigan
| | | | - Nicholas J Carruthers
- Institute of Environmental Health Sciences, Wayne State University, Detroit, Michigan
| | - Paul R Burghardt
- Department of Nutrition and Food Sciences, Wayne State University, Detroit, Michigan
| | - Ciara Ivanics
- School of Medicine, Wayne State University, Detroit, Michigan
| | - Paul M Stemmer
- Institute of Environmental Health Sciences, Wayne State University, Detroit, Michigan
| | - Barbara Pieper
- College of Nursing, Wayne State University, Detroit, Michigan
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11
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Pan G, Deshpande M, Pang H, Stemmer PM, Carruthers NJ, Shearn CT, Backos DS, Palaniyandi SS. 4-Hydroxy-2-nonenal attenuates 8-oxoguanine DNA glycosylase 1 activity. J Cell Biochem 2020; 121:4887-4897. [PMID: 32628320 PMCID: PMC7935017 DOI: 10.1002/jcb.29814] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 02/18/2020] [Accepted: 05/11/2020] [Indexed: 02/06/2023]
Abstract
Elevated cellular oxidative stress and oxidative DNA damage are key contributors to impaired cardiac function in diabetes. During chronic inflammation, reactive oxygen species (ROS)-induced lipid peroxidation results in the formation of reactive aldehydes, foremost of which is 4-hydroxy-2-nonenal (4HNE). 4HNE forms covalent adducts with proteins, negatively impacting cellular protein function. During conditions of elevated oxidative stress, oxidative DNA damage such as modification by 8-hydroxydeoxyguanosine (8OHdG) is repaired by 8-oxoguanine glycosylase-1 (OGG-1). Based on these facts, we hypothesized that 4HNE forms adducts with OGG-1 inhibiting its activity, and thus, increases the levels of 8OHG in diabetic heart tissues. To test our hypothesis, we evaluated OGG-1 activity, 8OHG and 4HNE in the hearts of leptin receptor deficient db/db mice, a type-2 diabetic model. We also treated the recombinant OGG-1 with 4HNE to measure direct adduction. We found decreased OGG-1 activity (P > .05), increased 8OHG (P > .05) and increased 4HNE adducts (P > .05) along with low aldehyde dehydrogenase-2 activity (P > .05). The increased colocalization of OGG-1 and 4HNE in cardiomyocytes suggest 4HNE adduction on OGG-1. Furthermore, colocalization of 8OHG and OGG-1 with mitochondrial markers TOM 20 and aconitase, respectively, indicated significant levels of oxidatively-induced mtDNA damage and implicated a role for mitochondrial OGG-1 function. In vitro exposure of recombinant OGG-1 (rOGG-1) with increasing concentrations of 4HNE resulted in a concentration-dependent decrease in OGG-1 activity. Mass spectral analysis of trypsin digests of 4HNE-treated rOGG-1 identified 4HNE adducts on C28, C75, C163, H179, H237, C241, K249, H270, and H282. In silico molecular modeling of 4HNE-K249 OGG-1 and 4HNE-H270 OGG-1 mechanistically supported 4HNE-mediated enzymatic inhibition of OGG-1. In conclusion, these data support the hypothesis that inhibition of OGG-1 by direct modification by 4HNE contributes to decreased OGG-1 activity and increased 8OHG-modified DNA that are present in the diabetic heart.
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Affiliation(s)
- Guodong Pan
- Division of Hypertension and Vascular Research, Department of Internal Medicine, Henry Ford Health System, Detroit, MI 48202
| | - Mandar Deshpande
- Division of Hypertension and Vascular Research, Department of Internal Medicine, Henry Ford Health System, Detroit, MI 48202
| | - Haiyan Pang
- Division of Hypertension and Vascular Research, Department of Internal Medicine, Henry Ford Health System, Detroit, MI 48202
| | - Paul M. Stemmer
- Institute of Environmental Health Sciences & Proteomics Facility Core, Wayne State University, Detroit, MI, USA, 48201
| | - Nicholas J Carruthers
- Institute of Environmental Health Sciences & Proteomics Facility Core, Wayne State University, Detroit, MI, USA, 48201
| | - Colin T. Shearn
- Department of Pediatrics Division of Pediatric Gastroenterology, Hepatology and Nutrition, School of Medicine, University of Colorado Anschutz Medical Center, Aurora, CO 80045
| | - Donald S. Backos
- School of Pharmacy, University of Colorado Anschutz Medical Center, Aurora, CO 80045
| | - Suresh Selvaraj Palaniyandi
- Division of Hypertension and Vascular Research, Department of Internal Medicine, Henry Ford Health System, Detroit, MI 48202
- Department of Physiology, Wayne State University, Detroit, MI, 48202
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12
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Carruthers NJ, McClellan SA, Somayajulu M, Pitchaikannu A, Bessert D, Peng X, Huitsing K, Stemmer PM, Hazlett LD. Effects of Glycyrrhizin on Multi-Drug Resistant Pseudomonas aeruginosa. Pathogens 2020; 9:pathogens9090766. [PMID: 32962036 PMCID: PMC7557769 DOI: 10.3390/pathogens9090766] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 09/16/2020] [Indexed: 02/06/2023] Open
Abstract
The effects of glycyrrhizin (GLY) on multi-drug resistant (MDR) systemic (MDR9) vs. ocular (B1045) Pseudomonas aeruginosa clinical isolates were determined. Proteomes of each isolate with/without GLY treatment were profiled using liquid chromatography mass spectrometry (LC-MS/MS). The effect of GLY on adherence of MDR isolates to immortalized human (HCET) and mouse (MCEC) corneal epithelial cells, and biofilm and dispersal was tested. Both isolates were treated with GLY (0.25 minimum inhibitory concentration (MIC), 10 mg/mL for MDR9 and 3.75 mg/mL for B1045) and subjected to proteomic analysis. MDR9 had a greater response to GLY (51% of identified proteins affected vs. <1% in B1045). In MDR9 vs. controls, GLY decreased the abundance of proteins for: antibiotic resistance, biofilm formation, and type III secretion. Further, antibiotic resistance and type III secretion proteins had higher control abundances in MDR9 vs. B1045. GLY (5 and 10 mg/mL) significantly reduced binding of both isolates to MCEC, and B1045 to HCET. MDR9 binding to HCET was only reduced at 10 mg/mL GLY. GLY (5 and 10 mg/mL) enhanced dispersal for both isolates, at early (6.5 h) but not later times (24–72 h). This study provides evidence that GLY has a greater effect on the proteome of MDR9 vs. B1045, yet it was equally effective at disrupting adherence and early biofilm dispersal.
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Affiliation(s)
- Nicholas J. Carruthers
- Institute of Environmental Health Sciences, Wayne State University School of Medicine, 540 E. Canfield Avenue, Detroit, MI 48201, USA; (N.J.C.); (P.M.S.)
| | - Sharon A. McClellan
- Department of Ophthalmology, Visual and Anatomical Sciences, Wayne State University, School of Medicine, Detroit, MI 48201, USA; (S.A.M.); (M.S.); (A.P.); (D.B.); (K.H.)
| | - Mallika Somayajulu
- Department of Ophthalmology, Visual and Anatomical Sciences, Wayne State University, School of Medicine, Detroit, MI 48201, USA; (S.A.M.); (M.S.); (A.P.); (D.B.); (K.H.)
| | - Ahalya Pitchaikannu
- Department of Ophthalmology, Visual and Anatomical Sciences, Wayne State University, School of Medicine, Detroit, MI 48201, USA; (S.A.M.); (M.S.); (A.P.); (D.B.); (K.H.)
| | - Denise Bessert
- Department of Ophthalmology, Visual and Anatomical Sciences, Wayne State University, School of Medicine, Detroit, MI 48201, USA; (S.A.M.); (M.S.); (A.P.); (D.B.); (K.H.)
| | - Xudong Peng
- Department of Ophthalmology, The Affiliated Hospital of Qingdao University, Qingdao 266071, China;
| | - Kylie Huitsing
- Department of Ophthalmology, Visual and Anatomical Sciences, Wayne State University, School of Medicine, Detroit, MI 48201, USA; (S.A.M.); (M.S.); (A.P.); (D.B.); (K.H.)
| | - Paul M. Stemmer
- Institute of Environmental Health Sciences, Wayne State University School of Medicine, 540 E. Canfield Avenue, Detroit, MI 48201, USA; (N.J.C.); (P.M.S.)
| | - Linda D. Hazlett
- Department of Ophthalmology, Visual and Anatomical Sciences, Wayne State University, School of Medicine, Detroit, MI 48201, USA; (S.A.M.); (M.S.); (A.P.); (D.B.); (K.H.)
- Correspondence: ; Tel.: +1-313-577-1079; Fax: +1-313-577-3125
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Carruthers NJ, Stemmer PM, Media J, Swartz K, Wang X, Aube N, Hamann MT, Valeriote F, Shaw J. The anti-MRSA compound 3-O-alpha-L-(2″,3″-di-p-coumaroyl)rhamnoside (KCR) inhibits protein synthesis in Staphylococcus aureus. J Proteomics 2019; 210:103539. [PMID: 31629958 DOI: 10.1016/j.jprot.2019.103539] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 09/05/2019] [Accepted: 09/27/2019] [Indexed: 11/16/2022]
Abstract
Methicillin-resistant S aureus (MRSA) contributes to patient mortality and extended hospital stays. 3-O-alpha-L-(2″,3″-di-p-coumaroyl)rhamnoside (KCR) is a natural product antibiotic that is effective against MRSA but has no known mechanism of action (MOA). We used proteomics to identify the MOA for KCR. Methicillin sensitive S aureus and a mixture of four KCR stereoisomers were tested. A time-kill assay was used to choose a 4 h treatment using KCR at 5× its MIC for proteomic analysis. S aureus was treated in triplicate with KCR, oxacillin or vehicle and quantitative proteomic analysis was carried out using isobaric tags and mass spectrometry. 1190 proteins were identified and 552 were affected by KCR (q < 0.01). Ontology analysis identified 6 distinct translation-related categories that were affected by KCR (PIANO, 10% false-discovery rate) including structural constituent of ribosome, translation, rRNA binding, tRNA binding, tRNA processing and aminoacyl-tRNA ligase activity. Median fold changes (KCR vs Control) for small and large ribosomal components were 1.46 and 1.43 respectively. KCR inhibited the production of luciferase protein in an in vitro assay (IC50 39.6 μg/ml). Upregulation of translation-related proteins in response to KCR indicates that KCR acts to disrupt S aureus protein synthesis. This was confirmed with an in vitro transcription/translation assay. SIGNIFICANCE: Methicillin-resistant S aureus (MRSA) contributes to patient mortality and extended hospital stays. 3-O-alpha-L-(2″,3″-di-p-coumaroyl)rhamnoside (KCR) is a natural product antibiotic that is effective against MRSA but has no known mechanism of action (MOA). Using proteomic analysis we determined that KCR acts by inhibiting protein synthesis. KCR is an exciting novel antibiotic and this work represents an important step in its development towards clinical use.
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Affiliation(s)
- Nicholas J Carruthers
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI 48201, USA; Wayne State University, Institute of Environmental Health Sciences, 2309 Scott Hall, 540 E Canfield Ave, Detroit, MI 48202, United States of America.
| | - Paul M Stemmer
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI 48201, USA.
| | - Joe Media
- Department of Internal Medicine, Henry Ford Hospital, Detroit, MI 48201, USA.
| | - Ken Swartz
- Department of Internal Medicine, Henry Ford Hospital, Detroit, MI 48201, USA.
| | - Xiaojuan Wang
- Department of Drug Discovery and Biomedical Sciences, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Nicholas Aube
- Department of Drug Discovery and Biomedical Sciences, Medical University of South Carolina, Charleston, SC 29425, USA.
| | - Mark T Hamann
- Department of Drug Discovery and Biomedical Sciences, Medical University of South Carolina, Charleston, SC 29425, USA.
| | - Frederick Valeriote
- Department of Internal Medicine, Henry Ford Hospital, Detroit, MI 48201, USA.
| | - Jiajiu Shaw
- Henry Ford Health System, Detroit, MI, USA; 21st Century Therapeutics, Detroit, MI 48201, USA
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Benjamins JA, Nedelkoska L, Touil H, Stemmer PM, Carruthers NJ, Jena BP, Naik AR, Bar-Or A, Lisak RP. Exosome-enriched fractions from MS B cells induce oligodendrocyte death. Neurol Neuroimmunol Neuroinflamm 2019; 6:e550. [PMID: 31044144 PMCID: PMC6467686 DOI: 10.1212/nxi.0000000000000550] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Accepted: 01/16/2019] [Indexed: 12/21/2022]
Abstract
Objective To identify whether factors toxic to oligodendrocytes (OLs), released by B cells from patients with MS, are found in extracellular microvesicles enriched in exosomes. Methods Conditioned medium (Sup) was obtained from cultures of blood B cells of patients with MS and normal controls (NCs). Exosome-enriched (Ex-En) fractions were prepared by solvent precipitation from Sup containing bovine serum and from serum-free Sup by ultracentrifugation (UC) or immunoprecipitation (IP) with antibodies to CD9. Ex-En fractions were diluted 1:4 with OL culture medium and screened for toxic effects on cultured rat OLs as measured by trypan blue uptake. Proteomic analysis was performed on Sup fractions. Results MS B cell–derived Ex-En fractions prepared from Sup by solvent extraction, UC, or IP induced OL death, whereas corresponding Ex-En fractions from NC showed little toxicity. Proteomic analysis of Sup demonstrated enrichment of proteins characteristic of exosomes from both NC and MS B-cell Sup. Ontology enrichment analysis suggested differences in the types and cargo of exosomes from MS Sup compared with NC, with proteins related to cell surface, extracellular plasma membrane, and gliogenesis enriched in MS. Conclusions Much of the in vitro toxicity of Sup from B cells of patients with relapsing-remitting MS is found in Ex-En fractions, as confirmed by 3 methods. Proteomic analysis of B-cell Sup indicates multiple differences between MS and NC.
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Affiliation(s)
- Joyce A Benjamins
- Departments of Neurology and Biochemistry, Immunology and Microbiology (J.A.B., R.P.L.), Wayne State University School of Medicine; Department of Neurology (L.N.), Wayne State University School of Medicine, Detroit, Michigan; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (H.T., A.B.-O.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (H.T., A.B.-O.), McGill University, Montreal Neurological Institute, Montreal, Quebec, Canada; Institute of Environmental Health Sciences (P.M.S., N.J.C.), Wayne State University; and Department of Physiology (B.P.J., A.R.N.), Wayne State University School of Medicine, Detroit, Michigan
| | - Liljana Nedelkoska
- Departments of Neurology and Biochemistry, Immunology and Microbiology (J.A.B., R.P.L.), Wayne State University School of Medicine; Department of Neurology (L.N.), Wayne State University School of Medicine, Detroit, Michigan; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (H.T., A.B.-O.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (H.T., A.B.-O.), McGill University, Montreal Neurological Institute, Montreal, Quebec, Canada; Institute of Environmental Health Sciences (P.M.S., N.J.C.), Wayne State University; and Department of Physiology (B.P.J., A.R.N.), Wayne State University School of Medicine, Detroit, Michigan
| | - Hanane Touil
- Departments of Neurology and Biochemistry, Immunology and Microbiology (J.A.B., R.P.L.), Wayne State University School of Medicine; Department of Neurology (L.N.), Wayne State University School of Medicine, Detroit, Michigan; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (H.T., A.B.-O.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (H.T., A.B.-O.), McGill University, Montreal Neurological Institute, Montreal, Quebec, Canada; Institute of Environmental Health Sciences (P.M.S., N.J.C.), Wayne State University; and Department of Physiology (B.P.J., A.R.N.), Wayne State University School of Medicine, Detroit, Michigan
| | - Paul M Stemmer
- Departments of Neurology and Biochemistry, Immunology and Microbiology (J.A.B., R.P.L.), Wayne State University School of Medicine; Department of Neurology (L.N.), Wayne State University School of Medicine, Detroit, Michigan; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (H.T., A.B.-O.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (H.T., A.B.-O.), McGill University, Montreal Neurological Institute, Montreal, Quebec, Canada; Institute of Environmental Health Sciences (P.M.S., N.J.C.), Wayne State University; and Department of Physiology (B.P.J., A.R.N.), Wayne State University School of Medicine, Detroit, Michigan
| | - Nicholas J Carruthers
- Departments of Neurology and Biochemistry, Immunology and Microbiology (J.A.B., R.P.L.), Wayne State University School of Medicine; Department of Neurology (L.N.), Wayne State University School of Medicine, Detroit, Michigan; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (H.T., A.B.-O.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (H.T., A.B.-O.), McGill University, Montreal Neurological Institute, Montreal, Quebec, Canada; Institute of Environmental Health Sciences (P.M.S., N.J.C.), Wayne State University; and Department of Physiology (B.P.J., A.R.N.), Wayne State University School of Medicine, Detroit, Michigan
| | - Bhanu P Jena
- Departments of Neurology and Biochemistry, Immunology and Microbiology (J.A.B., R.P.L.), Wayne State University School of Medicine; Department of Neurology (L.N.), Wayne State University School of Medicine, Detroit, Michigan; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (H.T., A.B.-O.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (H.T., A.B.-O.), McGill University, Montreal Neurological Institute, Montreal, Quebec, Canada; Institute of Environmental Health Sciences (P.M.S., N.J.C.), Wayne State University; and Department of Physiology (B.P.J., A.R.N.), Wayne State University School of Medicine, Detroit, Michigan
| | - Akshata R Naik
- Departments of Neurology and Biochemistry, Immunology and Microbiology (J.A.B., R.P.L.), Wayne State University School of Medicine; Department of Neurology (L.N.), Wayne State University School of Medicine, Detroit, Michigan; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (H.T., A.B.-O.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (H.T., A.B.-O.), McGill University, Montreal Neurological Institute, Montreal, Quebec, Canada; Institute of Environmental Health Sciences (P.M.S., N.J.C.), Wayne State University; and Department of Physiology (B.P.J., A.R.N.), Wayne State University School of Medicine, Detroit, Michigan
| | - Amit Bar-Or
- Departments of Neurology and Biochemistry, Immunology and Microbiology (J.A.B., R.P.L.), Wayne State University School of Medicine; Department of Neurology (L.N.), Wayne State University School of Medicine, Detroit, Michigan; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (H.T., A.B.-O.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (H.T., A.B.-O.), McGill University, Montreal Neurological Institute, Montreal, Quebec, Canada; Institute of Environmental Health Sciences (P.M.S., N.J.C.), Wayne State University; and Department of Physiology (B.P.J., A.R.N.), Wayne State University School of Medicine, Detroit, Michigan
| | - Robert P Lisak
- Departments of Neurology and Biochemistry, Immunology and Microbiology (J.A.B., R.P.L.), Wayne State University School of Medicine; Department of Neurology (L.N.), Wayne State University School of Medicine, Detroit, Michigan; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (H.T., A.B.-O.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (H.T., A.B.-O.), McGill University, Montreal Neurological Institute, Montreal, Quebec, Canada; Institute of Environmental Health Sciences (P.M.S., N.J.C.), Wayne State University; and Department of Physiology (B.P.J., A.R.N.), Wayne State University School of Medicine, Detroit, Michigan
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Naik AR, Pernal S, Lewis KT, Wu Y, Wu H, Carruthers NJ, Stemmer P, Jena BP. Human Skeletal Muscle‐on‐a‐Chip. FASEB J 2019. [DOI: 10.1096/fasebj.2019.33.1_supplement.lb645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
| | | | | | - Yaobin Wu
- ChemistryHong Kong UniversityHong KongPeople's Republic of China
| | - Hongkai Wu
- ChemistryHong Kong UniversityHong KongPeople's Republic of China
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Naik AR, Pernal S, Lewis KT, Wu Y, Wu H, Carruthers NJ, Stemmer PM, Jena BP. Human Skeletal Muscle Cells on Engineered 3D Platform Express Key Growth and Developmental Proteins. ACS Biomater Sci Eng 2019; 5:970-976. [PMID: 33405788 DOI: 10.1021/acsbiomaterials.8b01338] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Current approaches in regenerative medicine to develop human skeletal muscle replicating native tissue for engrafts and high-throughput drug screening and gene therapy are still in their infancy and have not proven to recapitulate the behavior and regulatory processes present in endogenous skeletal muscle tissue. This stems at least in part from the lack of a comprehensive understanding of the emergent properties of in vitro skeletal muscle growth and development. To address this gap in our current knowledge, we have developed a stretchable micropatterned 3D human skeletal muscle platform that recapitulates organized and parallel growth of muscle cells and fibers as opposed to the randomly oriented cells growth on a 2D glass surface. Mass spectrometry of the muscle cells growing on the 3D platform express key myogenic proteins such as myoferlin for myoblast fusion required in the formation of muscle tissue, and proteins involved in mitochondrial health and biogenesis, in contrast to cells growing on 2D glass surface. These results demonstrate that the engineered human muscle cells grown on the 3D platform holds great promise to further establish the emergent properties of in vitro skeletal muscle growth and development for a wide range of biomedical applications.
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Affiliation(s)
| | | | | | - Yaobin Wu
- Department of Chemistry, Hong Kong University of Science & Technology, Hong Kong, China
| | - Hongkai Wu
- Department of Chemistry, Hong Kong University of Science & Technology, Hong Kong, China
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Kovacevic L, Caruso JA, Lu H, Kovacevic N, Lakshmanan Y, Carruthers NJ, Goldfarb DS. Urine proteomic profiling in patients with nephrolithiasis and cystinuria. Int Urol Nephrol 2018; 51:593-599. [PMID: 30519981 DOI: 10.1007/s11255-018-2044-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Accepted: 11/23/2018] [Indexed: 01/19/2023]
Abstract
PURPOSE The purpose of the study was to assess the differences in the concentration and function of urinary proteins between patients with cystine stones (CYS) and healthy controls (HC). We postulated that CYS and HC groups would demonstrate different proteomic profiles. METHODS A pilot study was performed comparing urinary proteomes of 10 patients with CYS and 10 age- and gender-matched HC, using liquid chromatography-mass spectrometry. Proteins which met the selection criteria (i) ≥ 2 unique peptide identifications; (ii) ≥ twofold difference in protein abundance; and (iii) ≤ 0.05 p value for the Fisher's Exact Test were analyzed using Gene Ontology classifications. RESULTS Of the 2097 proteins identified by proteomic analysis, 398 proteins were significantly different between CYS and HC. Of those, 191 were involved in transport processes and 61 in inflammatory responses. The majority were vesicle-mediated transport proteins (78.5%), and 1/3 of them were down-regulated; of those, 12 proteins were involved in endosomal transport (including 6 charged multivesicular body proteins (CHMP) and 3 vacuolar sorting-associated proteins) and 9 in transmembrane transport. Myosin-2 and two actin-related proteins were significantly up-regulated in the vesicle-mediated transport group. CONCLUSION We provide proteomic evidence of impaired endocytosis, dysregulation of actin and myosin cytoskeleton, and inflammation in CYS. Endosomal transport proteins were down-regulated mainly through defective CHMP. These findings may contribute to further understanding of the pathogenesis of CYS, potentially affecting its management.
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Affiliation(s)
- Larisa Kovacevic
- Department of Pediatric Urology, Children's Hospital of Michigan, 3901 Beaubien Blvd, Detroit, MI, 48201, USA.
| | - Joseph A Caruso
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, USA
| | - Hong Lu
- Department of Pediatric Urology, Children's Hospital of Michigan, 3901 Beaubien Blvd, Detroit, MI, 48201, USA
| | - Natalija Kovacevic
- Department of Pediatric Urology, Children's Hospital of Michigan, 3901 Beaubien Blvd, Detroit, MI, 48201, USA
- Vattikuti Urology Institute, Henri Ford Hospital, Detroit, MI, USA
| | - Yegappan Lakshmanan
- Department of Pediatric Urology, Children's Hospital of Michigan, 3901 Beaubien Blvd, Detroit, MI, 48201, USA
| | - Nicholas J Carruthers
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, USA
| | - David S Goldfarb
- Nephrology Division, New York University Langone Medical Center, New York, NY, USA
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18
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Abstract
We have performed deep proteomic profiling down to as few as 9 Panc-1 cells using sample fractionation, TMT multiplexing, and a carrier/reference strategy. Off line fractionation of the TMT-labeled sample pooled with TMT-labeled carrier Panc-1 whole cell proteome was achieved using alkaline reversed phase spin columns. The fractionation in conjunction with the carrier/reference (C/R) proteome allowed us to detect 47 414 unique peptides derived from 6261 proteins, which provided a sufficient coverage to search for single amino acid variants (SAAVs) related to cancer. This high sample coverage is essential in order to detect a significant number of SAAVs. In order to verify genuine SAAVs versus false SAAVs, we used the SAVControl pipeline and found a total of 79 SAAVs from the 9-cell Panc-1 sample and 174 SAAVs from the 5000-cell Panc-1 C/R proteome. The SAAVs as sorted into high confidence and low confidence SAAVs were checked manually. All the high confidence SAAVs were found to be genuine SAAVs, while half of the low confidence SAAVs were found to be false SAAVs mainly related to PTMs. We identified several cancer-related SAAVs including KRAS, which is an important oncoprotein in pancreatic cancer. In addition, we were able to detect sites involved in loss or gain of glycosylation due to the enhanced coverage available in these experiments where we can detect both sites of loss and gain of glycosylation.
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Affiliation(s)
- Zhijing Tan
- Department of Surgery , University of Michigan , Ann Arbor , Michigan 48109 , United States
| | - Xinpei Yi
- NCMIS, RCSDS, Academy of Mathematics and Systems Science , Chinese Academy of Sciences , Beijing 100190 , China.,School of Mathematical Sciences , University of Chinese Academy of Sciences , Beijing 100049 , China
| | - Nicholas J Carruthers
- Institute of Environmental Health Sciences , Wayne State University , Detroit , Michigan 48202 , United States
| | - Paul M Stemmer
- Institute of Environmental Health Sciences , Wayne State University , Detroit , Michigan 48202 , United States
| | - David M Lubman
- Department of Surgery , University of Michigan , Ann Arbor , Michigan 48109 , United States
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19
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Li Y, Maleki M, Carruthers NJ, Stemmer PM, Ngom A, Rueda L. The predictive performance of short-linear motif features in the prediction of calmodulin-binding proteins. BMC Bioinformatics 2018; 19:410. [PMID: 30453876 PMCID: PMC6245490 DOI: 10.1186/s12859-018-2378-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2023] Open
Abstract
Background The prediction of calmodulin-binding (CaM-binding) proteins plays a very important role in the fields of biology and biochemistry, because the calmodulin protein binds and regulates a multitude of protein targets affecting different cellular processes. Computational methods that can accurately identify CaM-binding proteins and CaM-binding domains would accelerate research in calcium signaling and calmodulin function. Short-linear motifs (SLiMs), on the other hand, have been effectively used as features for analyzing protein-protein interactions, though their properties have not been utilized in the prediction of CaM-binding proteins. Results We propose a new method for the prediction of CaM-binding proteins based on both the total and average scores of known and new SLiMs in protein sequences using a new scoring method called sliding window scoring (SWS) as features for the prediction module. A dataset of 194 manually curated human CaM-binding proteins and 193 mitochondrial proteins have been obtained and used for testing the proposed model. The motif generation tool, Multiple EM for Motif Elucidation (MEME), has been used to obtain new motifs from each of the positive and negative datasets individually (the SM approach) and from the combined negative and positive datasets (the CM approach). Moreover, the wrapper criterion with random forest for feature selection (FS) has been applied followed by classification using different algorithms such as k-nearest neighbors (k-NN), support vector machines (SVM), naive Bayes (NB) and random forest (RF). Conclusions Our proposed method shows very good prediction results and demonstrates how information contained in SLiMs is highly relevant in predicting CaM-binding proteins. Further, three new CaM-binding motifs have been computationally selected and biologically validated in this study, and which can be used for predicting CaM-binding proteins. Electronic supplementary material The online version of this article (10.1186/s12859-018-2378-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yixun Li
- School of Computer Science, University of Windsor, Windsor, Ontario, Canada
| | - Mina Maleki
- School of Computer Science, University of Windsor, Windsor, Ontario, Canada
| | | | - Paul M Stemmer
- Inst. of Env. Health Sci., Wayne State University, Detroit, MI, USA
| | - Alioune Ngom
- School of Computer Science, University of Windsor, Windsor, Ontario, Canada
| | - Luis Rueda
- School of Computer Science, University of Windsor, Windsor, Ontario, Canada.
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20
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Caruso JA, Carruthers NJ, Thibodeau B, Geddes TJ, Dombkowski AA, Stemmer PM. Global Signaling Profiling in a Human Model of Tumorigenic Progression Indicates a Role for Alternative RNA Splicing in Cellular Reprogramming. Int J Mol Sci 2018; 19:ijms19102847. [PMID: 30241319 PMCID: PMC6213538 DOI: 10.3390/ijms19102847] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 09/13/2018] [Accepted: 09/15/2018] [Indexed: 12/13/2022] Open
Abstract
Intracellular signaling is controlled to a large extent by the phosphorylation status of proteins. To determine how human breast cells can be reprogrammed during tumorigenic progression, we profiled cell lines in the MCF10A lineage by phosphoproteomic analyses. A large cluster of proteins involved in RNA splicing were hypophosphorylated as cells progressed to a hyperplastic state, and then hyperphosphorylated after progression to a fully metastatic phenotype. A comprehensive transcriptomic approach was used to determine whether alterations in splicing factor phosphorylation status would be reflected in changes in mRNA splicing. Results indicated that the degree of mRNA splicing trended with the degree of tumorigenicity of the 4 cell lines tested. That is, highly metastatic cell cultures had the greatest number of genes with splice variants, and these genes had greater fluctuations in expression intensities. Genes with high splicing indices were mapped against gene ontology terms to determine whether they have known roles in cancer. This group showed highly significant associations for angiogenesis, cytokine-mediated signaling, cell migration, programmed cell death and epithelial cell differentiation. In summary, data from global profiling of a human model of breast cancer development suggest that therapeutics should be developed which target signaling pathways that regulate RNA splicing.
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Affiliation(s)
- Joseph A Caruso
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI 48201, USA.
| | - Nicholas J Carruthers
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI 48201, USA.
| | - Bryan Thibodeau
- Beaumont BioBank and Molecular Core Laboratory, Royal Oak, MI 48073, USA.
| | - Timothy J Geddes
- Beaumont BioBank and Molecular Core Laboratory, Royal Oak, MI 48073, USA.
| | - Alan A Dombkowski
- Department of Pediatrics, Wayne State University, Detroit, MI 48201, USA.
| | - Paul M Stemmer
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI 48201, USA.
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21
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Carruthers NJ, Rosenspire AJ, Caruso JA, Stemmer PM. Low level Hg 2+ exposure modulates the B-cell cytoskeletal phosphoproteome. J Proteomics 2017; 173:107-114. [PMID: 29199152 DOI: 10.1016/j.jprot.2017.11.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Revised: 10/31/2017] [Accepted: 11/28/2017] [Indexed: 10/18/2022]
Abstract
Exposure of Wehi-231 B-cells to Hg2+ for 5min resulted in concentration dependent changes in protein phosphorylations. Phosphorylation was quantified using mass spectrometry to analyze TiO2 and anti-pTyr antibody selected phosphopeptides from Wehi-231 digests. The most frequent and largest amplitude responses to Hg2+ exposure were increased phosphorylation although a decrease was observed for 1% of phosphoproteins detected in the untreated cells. A subset of proteins responded with an increase in phosphorylation to Hg2+ exposure at low micromolar concentrations. The majority of proteins required Hg2+ over 20μM in order to increase phosphorylation. Ser/Thr phosphorylations are prominent in the cytoskeletal organization and the GTPase signaling systems and these systems are notable as the primary ones responding to the lowest concentrations of Hg2+. Systems that required higher concentrations of Hg2+ to increase phosphorylation included immune receptor signaling. The proteins for which an increase in phosphorylation occurred at Hg2+ above 20μM have a higher proportion of pTyr sites. Anti Ig stimulation of Wehi-231 cells confirmed that cytoskeletal protein phosphorylation and GTPase signaling are modulated in physiologically relevant B-cell receptor activation. Candidate kinases that respond to Hg2+ exposure at the low μM concentrations include MAP Kinase 1, CaM Kinase II delta and PAK2. SIGNIFICANCE Mercury (Hg) is a wide spread environmental toxicant. Epidemiological and laboratory studies suggest that exposure to environmental Hg at current levels, which have been perceived to be non-toxic, may contribute to immune system dysfunction and autoimmune disease in humans and animals respectively. While we have previously shown that exposure of B lymphocytes to low levels of mercury interferes with B-cell receptor signaling mediated by post transcriptional phosphorylation events, overall the mechanism that is responsible for increased autoimmunity in mercury exposed human or animal populations is not well understood. The current study evaluated the dose dependent actions of mercury to change phosphorylation in the Wehi-231 cell line, an immature B-cell model in which actions of mercury on development of cell function can be evaluated. The study identified the cytoskeletal proteins as the most sensitive to modulation by mercury with changes in Ser/Thr phosphorylation being observed at the lowest concentrations of mercury. These findings indicate that the actions of mercury on B-cell immune function and development are at least in part likely mediated through changes in cytoskeletal protein phosphorylation.
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Affiliation(s)
- Nicholas J Carruthers
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, USA
| | - Allen J Rosenspire
- Department of Immunology and Microbiology, Wayne State University, Detroit, MI, USA
| | - Joseph A Caruso
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, USA
| | - Paul M Stemmer
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, USA.
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22
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Carruthers NJ, Stemmer PM, Chen B, Valeriote F, Gao X, Guatam SC, Shaw J. Phosphoproteome and transcription factor activity profiling identify actions of the anti-inflammatory agent UTL-5g in LPS stimulated RAW 264.7 cells including disrupting actin remodeling and STAT-3 activation. Eur J Pharmacol 2017; 811:66-73. [PMID: 28576409 PMCID: PMC5581996 DOI: 10.1016/j.ejphar.2017.05.049] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2016] [Revised: 05/24/2017] [Accepted: 05/29/2017] [Indexed: 11/25/2022]
Abstract
UTL-5g is a novel small-molecule TNF-alpha modulator. It reduces cisplatin-induced side effects by protecting kidney, liver, and platelets, thereby increasing tolerance for cisplatin. UTL-5g also reduces radiation-induced acute liver toxicity. The mechanism of action for UTL-5g is not clear at the present time. A phosphoproteomic analysis to a depth of 4943 phosphopeptides and a luminescence-based transcription factor activity assay were used to provide complementary analyses of signaling events that were disrupted by UTL-5g in RAW 264.7 cells. Transcriptional activity downstream of the interferon gamma, IL-6, type 1 Interferon, TGF-β, PKC/Ca2+ and the glucocorticoid receptor pathways were disrupted by UTL-5g. Phosphoproteomic analysis indicated that hyperphosphorylation of proteins involved in actin remodeling was suppressed by UTL-5g (gene set analysis, FDR < 1%) as was phosphorylation of Stat3, consistent with the IL-6 results in the transcription factor assay. Neither analysis indicated that LPS-induced activation of the NF-kB, cAMP/PKA and JNK signaling pathways were affected by UTL-5g. This global characterization of UTL-5g activity in a macrophage cell line discovered that it disrupts selected aspects of LPS signaling including Stat3 activation and actin remodeling providing new insight on how UTL-5g acts to reduce cisplatin-induced side effects.
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Affiliation(s)
- Nicholas J Carruthers
- Wayne State University, Institute of Environmental Health Sciences, 540 East Canfield Ave., Room 2105, Detroit, MI 48202, United States.
| | - Paul M Stemmer
- Wayne State University, Institute of Environmental Health Sciences, 540 East Canfield Ave., Room 2105, Detroit, MI 48202, United States.
| | - Ben Chen
- 21st Century Therapeutics, Inc., 440 Burroughs, Suite 447, Detroit, MI 48202, United States.
| | - Frederick Valeriote
- Henry Ford Health System, Internal Medicine, 440 Burroughs, Suite 415, Detroit, MI 48202, United States.
| | - Xiaohua Gao
- Henry Ford Health System, Department of Surgery, One Ford Place, Oncology Research Laboratory, 4D, Detroit, MI 48202, United States.
| | - Subhash C Guatam
- Henry Ford Health System, Department of Surgery, One Ford Place, Oncology Research Laboratory, 4D, Detroit, MI 48202, United States.
| | - Jiajiu Shaw
- 21st Century Therapeutics, Inc., 440 Burroughs, Suite 447, Detroit, MI 48202, United States; Henry Ford Health System, Internal Medicine, 440 Burroughs, Suite 415, Detroit, MI 48202, United States.
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23
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Li Y, Maleki M, Carruthers NJ, Rueda L, Stemmer PM, Ngom A. Prediction of Calmodulin-Binding Proteins Using Short-Linear Motifs. Bioinformatics and Biomedical Engineering 2017. [DOI: 10.1007/978-3-319-56154-7_11] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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24
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Carruthers NJ, Parker GC, Gratsch T, Caruso JA, Stemmer PM. Protein Mobility Shifts Contribute to Gel Electrophoresis Liquid Chromatography Analysis. J Biomol Tech 2016; 26:103-12. [PMID: 26229520 DOI: 10.7171/jbt.15-2603-003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Profiling of cellular and subcellular proteomes by liquid chromatography with tandem mass spectrometry (MS) after fractionation by SDS-PAGE is referred to as GeLC (gel electrophoresis liquid chromatography)-MS. The GeLC approach decreases complexity within individual MS analyses by size fractionation with SDS-PAGE. SDS-PAGE is considered an excellent fractionation technique for intact proteins because of good resolution for proteins of all sizes, isoelectric points, and hydrophobicities. Additional information derived from the mobility of the intact proteins is available after an SDS-PAGE fractionation, but that information is usually not incorporated into the proteomic analysis. Any chemical or proteolytic modification of a protein that changes the mobility of that protein in the gel can be detected. The ability of SDS-PAGE to resolve proteins with chemical modifications has not been widely utilized within profiling experiments. In this work, we examined the ability of the GeLC-MS approach to help identify proteins that were modified after a small hairpin RNA-dependent knockdown in an experiment using stable isotope labeling by amino acids in cell culture-based quantitation.
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Affiliation(s)
- Nicholas J Carruthers
- 1 Institute of Environmental Health Sciences and 2 Carman and Ann Adam Department of Pediatrics, Wayne State University, Detroit, Michigan 48201, USA
| | - Graham C Parker
- 1 Institute of Environmental Health Sciences and 2 Carman and Ann Adam Department of Pediatrics, Wayne State University, Detroit, Michigan 48201, USA
| | - Theresa Gratsch
- 1 Institute of Environmental Health Sciences and 2 Carman and Ann Adam Department of Pediatrics, Wayne State University, Detroit, Michigan 48201, USA
| | - Joseph A Caruso
- 1 Institute of Environmental Health Sciences and 2 Carman and Ann Adam Department of Pediatrics, Wayne State University, Detroit, Michigan 48201, USA
| | - Paul M Stemmer
- 1 Institute of Environmental Health Sciences and 2 Carman and Ann Adam Department of Pediatrics, Wayne State University, Detroit, Michigan 48201, USA
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25
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Parker GC, Carruthers NJ, Gratsch T, Caruso JA, Stemmer PM. Proteomic profile of embryonic stem cells with low survival motor neuron protein is consistent with developmental dysfunction. J Neural Transm (Vienna) 2016; 124:13-23. [PMID: 27145767 DOI: 10.1007/s00702-016-1520-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Accepted: 02/01/2016] [Indexed: 12/22/2022]
Abstract
Spinal muscular atrophy is an autosomal recessive motor neuron disease caused by a genetic defect carried by as many as one in 75 people. Unlike most neurological disorders, we know exactly what the genetic basis is of the disorder, but in spite of this, have little understanding of why the low levels of one protein, survival motor neuron protein, results in the specific progressive die back of only one cell type in the body, the motor neuron. Given the fact that all cells in the body of a patient with spinal muscular atrophy share the same low abundance of the protein throughout development, an appropriate approach is to ask how lower levels of survival motor neuron protein affects the proteome of embryonic stem cells prior to development. Convergent biostatistical analyses of a discovery proteomic analysis of these cells provide results that are consistent with the pathomechanistic fate of the developed motor neuron.
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Affiliation(s)
- Graham C Parker
- Carman and Ann Adam Department of Pediatrics, Wayne State University, Detroit, USA.
- iBio, 6135 Woodward Ave., Suite 2128 CURES H208, Detroit, MI, 48202, USA.
| | - Nicholas J Carruthers
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, USA
| | - Theresa Gratsch
- Carman and Ann Adam Department of Pediatrics, Wayne State University, Detroit, USA
| | - Joseph A Caruso
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, USA
| | - Paul M Stemmer
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, USA
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26
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Dombkowski AA, Batista CE, Cukovic D, Carruthers NJ, Ranganathan R, Shukla U, Stemmer PM, Chugani HT, Chugani DC. Cortical Tubers: Windows into Dysregulation of Epilepsy Risk and Synaptic Signaling Genes by MicroRNAs. Cereb Cortex 2014; 26:1059-71. [PMID: 25452577 DOI: 10.1093/cercor/bhu276] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Tuberous sclerosis complex (TSC) is a multisystem genetic disorder caused by mutations in the TSC1 and TSC2 genes. Over 80% of TSC patients are affected by epilepsy, but the molecular events contributing to seizures in TSC are not well understood. Recent reports have demonstrated that the brain is enriched with microRNA activity, and they are critical in neural development and function. However, little is known about the role of microRNAs in TSC. Here, we report the characterization of aberrant microRNA activity in cortical tubers resected from 5 TSC patients surgically treated for medically intractable epilepsy. By comparing epileptogenic tubers with adjacent nontuber tissue, we identified a set of 4 coordinately overexpressed microRNAs (miRs 23a, 34a, 34b*, 532-5p). We used quantitative liquid chromatography-tandem mass spectrometry (LC-MS/MS) proteomic profiling to investigate the combined effect of the 4 microRNAs on target proteins. The proportion of repressed proteins among the predicted targets was significantly greater than in the overall proteome and was highly enriched for proteins involved in synaptic signal transmission. Among the combinatorial targets were TSC1, coding for the protein hamartin, and several epilepsy risk genes. We found decreased levels of hamartin in epileptogenic tubers and confirmed targeting of the TSC1 3' UTR by miRs-23a and 34a.
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Affiliation(s)
| | | | | | - Nicholas J Carruthers
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, USA
| | | | | | - Paul M Stemmer
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, USA
| | - Harry T Chugani
- Carman and Ann Adams Department of Pediatrics Department of Neurology, Wayne State University School of Medicine, Children's Hospital of Michigan, Detroit Medical Center, Detroit, MI, USA
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27
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Goyette G, Boulais J, Carruthers NJ, Landry CR, Jutras I, Duclos S, Dermine JF, Michnick SW, LaBoissière S, Lajoie G, Barreiro L, Thibault P, Desjardins M. Proteomic characterization of phagosomal membrane microdomains during phagolysosome biogenesis and evolution. Mol Cell Proteomics 2012; 11:1365-77. [PMID: 22915823 DOI: 10.1074/mcp.m112.021048] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
After their formation at the cell surface, phagosomes become fully functional through a complex maturation process involving sequential interactions with various intracellular organelles. In the last decade, series of data indicated that some of the phagosome functional properties occur in specialized membrane microdomains. The molecules associated with membrane microdomains, as well as the organization of these structures during phagolysosome biogenesis are largely unknown. In this study, we combined proteomics and bioinformatics analyses to characterize the dynamic association of proteins to maturing phagosomes. Our data indicate that groups of proteins shuffle from detergent-soluble to detergent-resistant membrane microdomains during maturation, supporting a model in which the modulation of the phagosome functional properties involves an important reorganization of the phagosome proteome by the coordinated spatial segregation of proteins.
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Affiliation(s)
- Guillaume Goyette
- Département de pathologie et biologie cellulaire, Université de Montréal, and Département de pédiatrie, Centre de recherche de l'hôpital Sainte-Justine, C.P. 6128, Succ centre ville, Montréal, Québec, H3C 3J7, Canada
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28
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Carruthers NJ, Stemmer PM. Methionine oxidation in the calmodulin-binding domain of calcineurin disrupts calmodulin binding and calcineurin activation. Biochemistry 2008; 47:3085-95. [PMID: 18275158 DOI: 10.1021/bi702044x] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Calcineurin is a Ca (2+)/calmodulin-activated Ser/Thr phosphatase important in cellular actions resulting in memory formation, cardiac hypertrophy, and T-cell activation. This enzyme is subject to oxidative inactivation by superoxide at low micromolar concentrations and by H 2O 2 at low millimolar concentrations. On the basis of the hypothesis that oxidation of Met residues in calmodulin-binding domains inhibits binding to calmodulin, purified calcineurin was used to study the susceptibility of Met residues to oxidation by H 2O 2. The rate for oxidation of Met 406 in the calmodulin-binding domain was determined to be 4.4 x 10 (-3) M (-1) s (-1), indicating a high susceptibility to oxidation. Functional repercussions of Met 406 oxidation were evaluated using native enzyme and a calcineurin mutant in which Met 406 was exchanged for Leu. Measurement of fluorescent calmodulin binding demonstrated that oxidation of Met 406 results in a 3.3-fold decrease in the affinity of calmodulin for calcineurin. Calcineurin activation exhibited a loss in cooperativity with respect to calmodulin following Met 406 oxidation as shown by a reduction in the Hill slope from 1.88 to 0.86. Maximum phosphatase activity was unaffected by Met oxidation. Changes in the calcineurin-calmodulin interaction were accompanied by a 40% loss in the ability of calmodulin to stimulate binding of immunophilin/immunosuppressant to calcineurin. All effects on calmodulin binding to the native enzyme by the treatment with H 2O 2 could be reversed by treating the enzyme with methionine sulfoxide reductase. These results indicate that the calmodulin-binding domain of calcineurin is susceptible to oxidation at Met 406 and that oxidation disrupts calmodulin binding and enzyme activation. Oxidation-dependent decreases in the affinity of calmodulin for calcineurin can potentially modulate calmodulin-dependent signaling and calmodulin distribution.
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Affiliation(s)
- Nicholas J Carruthers
- Institute of Environmental Health Sciences, Wayne State University, Detroit, Michigan 48201, USA
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29
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Carruthers NJ, Dowd MK, Stemmer PM. Gossypol inhibits calcineurin phosphatase activity at multiple sites. Eur J Pharmacol 2007; 555:106-14. [PMID: 17141216 DOI: 10.1016/j.ejphar.2006.10.046] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2006] [Revised: 10/12/2006] [Accepted: 10/19/2006] [Indexed: 12/01/2022]
Abstract
Calcineurin, the Ca2+/calmodulin-dependant serine/threonine phosphatase is the target for the immunosuppressant drugs FK506 and cyclosporine-A. These established calcineurin inhibitors each require an immunophilin protein cofactor. Gossypol, a polyphenol produced by the cotton plant, inhibits calcineurin (IC50=15 microM), in a noncompetitive, reversible manner, and is independent of any cofactor. We found that gossypol acts by at least two mechanisms to inhibit calcineurin phosphatase activity. A calmodulin-independent form of calcineurin was less sensitive to inhibition by gossypol than native calcineurin (IC50=41 and 18 microM, respectively) indicating that gossypol may interfere with calmodulin binding. A fluorescence polarization based assay demonstrated that 100 microM gossypol reduced the affinity of calmodulin for calcineurin (from K(d)=2.4 to 250 nM). Inhibition of calcineurin phosphatase activity by gossypol could not be overcome by adding excess calmodulin or by testing the inhibition toward a calmodulin-independent calcineurin indicating that gossypol acts at a site different from the calmodulin-binding site. Gossypol decreased the affinity of calcineurin for immunosuppressant/immunophilin complexes only in the presence of calmodulin, indicating that gossypol blocks the effects of calmodulin binding to calcineurin. In addition, gossypol had a stimulatory effect on native calcineurin in the absence of calmodulin, possibly indicating a calmodulin mimetic effect. Gossypol exists in two enantiomeric forms which are reported to have different potency for cell toxicity. (+) and (-) gossypol had equivalent potency for inhibition of native and calmodulin-independent calcineurin phosphatase activity, and for inhibition of calmodulin binding. The inhibition of calcineurin by gossypol via multiple binding sites without stereo-specificity indicates that gossypol is not a specific calcineurin inhibitor.
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Affiliation(s)
- Nicholas J Carruthers
- Wayne State University, Institute of Environmental Health Sciences, Detroit, MI 48201, United States
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30
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Abdelmegeed MA, Carruthers NJ, Woodcroft KJ, Kim SK, Novak RF. Acetoacetate induces CYP2E1 protein and suppresses CYP2E1 mRNA in primary cultured rat hepatocytes. J Pharmacol Exp Ther 2005; 315:203-13. [PMID: 15980059 DOI: 10.1124/jpet.105.084608] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The ketone body acetoacetate (AA) in the absence of insulin or in the presence of diabetic insulin levels decreases CYP2E1 mRNA expression in a concentration- and time-dependent manner in primary cultured rat hepatocytes. AA activates p70 ribosomal S6 kinase (p70S6K) and protein kinase C (PKC) by approximately 2- to 2.5-fold, respectively, following 6-h treatment. The AA-mediated activation of p70S6K, but not PKC, was abolished by inhibition of PI 3-K with LY294002 [2-(4-morpholinyl)-8-phenyl-4H-1-benzopyran-4-one] or wortmannin, in agreement with p70S6K being downstream of phosphatidylinositol 3-kinase (PI 3-K). Inhibition of PI 3-K, mTOR with rapamycin, or PKC with bisindolylmaleimide ameliorated the AA-mediated down-regulation of CYP2E1 mRNA expression. Neither the mitogen-activated protein kinase kinase inhibitor PD98059 (2'-amino-3'-methoxyflavone) nor the p38 mitogen-activated protein kinase inhibitor SB203580 [4-(4-fluorophenyl)-2-(4-methylsulfinylphenyl)-5-(4-pyridyl)1H-imidazole] ameliorated the AA-mediated suppression of CYP2E1 mRNA expression. Heterogeneous nuclear RNA analysis revealed that AA suppressed CYP2E1 gene transcription by approximately 50% and that inhibition of PI 3-K and PKC diminished this AA-mediated effect on transcription. CYP2E1 mRNA half-life slightly increased from approximately 24 h in untreated hepatocytes to approximately 32 h in AA-treated cells. Interestingly, AA increased CYP2E1 protein levels by approximately 2- and 2.5-fold at 24 and 48 h, respectively. DL-beta-hydroxybutyrate was without effect. Polysomal distribution studies revealed that AA increased the proportion of RNA associated with the actively translated polysomal fractions versus the 40S to 60S untranslated fractions by approximately 40%. CYP2E1 protein half-life increased from approximately 8 h in untreated hepatocytes to approximately 24 in AA-treated cells. These data show that AA decreases CYP2E1 mRNA expression through inhibition of gene transcription while simultaneously elevating CYP2E1 protein levels through increased translation and decreased protein degradation.
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Affiliation(s)
- Mohamed A Abdelmegeed
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI 48201-2675, USA
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