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Pasternak-Mnich K, Kujawa J, Agier J, Kozłowska E. Impact of photobiomodulation therapy on pro-inflammation functionality of human peripheral blood mononuclear cells - a preliminary study. Sci Rep 2024; 14:23111. [PMID: 39367102 PMCID: PMC11452683 DOI: 10.1038/s41598-024-74533-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Accepted: 09/26/2024] [Indexed: 10/06/2024] Open
Abstract
Research into the efficacy of photobiomodulation therapy (PBMT) in reducing inflammation has been ongoing for years, but standards for irradiation methodology still need to be developed. This study aimed to test whether PBMT stimulates in vitro human peripheral blood mononuclear cells (PBMCs) to synthesize pro-inflammatory cytokines, including chemokines. PBMCs were irradiated with laser radiation at two wavelengths simultaneously (λ = 808 nm in continuous emission and λ = 905 nm in pulsed emission). The laser radiation energy was dosed in one dose as a whole (5 J, 15 J, 20 J) or in a fractionated way (5 J + 15 J and 15 J + 5 J) with a frequency of 500, 1,500 and 2,000 Hz. The surface power densities were 177, 214 and 230 mW/cm2, respectively. A pro-inflammatory effect was observed at both the transcript and protein levels for IL-1β after PBMT at the energy doses 5 J and 20 J (ƒ=500 Hz) and only at the transcript level after application of PBMT at energy doses of 20 J (ƒ= 1,500; ƒ=2,000 Hz) and 5 + 15 J (ƒ=500 Hz). An increase in CCL2 and CCL3 mRNA expression was observed after PBMT at 5 + 15 J (ƒ=1,500 Hz) and 15 + 5 J (ƒ=2,000 Hz) and CCL3 concentration after application of an energy dose of 15 J (frequency of 500 Hz). Even though PBMT can induce mRNA synthesis and stimulate PBMCs to produce selected pro-inflammatory cytokines and chemokines, it is necessary to elucidate the impact of the simultaneous emission of two wavelengths on the inflammatory response mechanisms.
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Affiliation(s)
- Kamila Pasternak-Mnich
- Department of Medical Rehabilitation, Faculty of Health Sciences, Medical University of Lodz, 251 Pomorska St, Lodz, 92-213, Poland.
| | - Jolanta Kujawa
- Department of Medical Rehabilitation, Faculty of Health Sciences, Medical University of Lodz, 251 Pomorska St, Lodz, 92-213, Poland
| | - Justyna Agier
- Department of Microbiology, Genetics and Experimental Immunology, Lodz Centre of Molecular Studies on Civilisation Diseases, Medical University of Lodz, Lodz, 92-215, Poland
| | - Elżbieta Kozłowska
- Department of Microbiology, Genetics and Experimental Immunology, Lodz Centre of Molecular Studies on Civilisation Diseases, Medical University of Lodz, Lodz, 92-215, Poland
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Yang B, Tan ML, Zhang R, Singh D, Leong Bin Abdullah MFI. Kratom use disorder and unfolded protein response: Evaluating their relationship in a case control study. PLoS One 2023; 18:e0287466. [PMID: 37352311 PMCID: PMC10289391 DOI: 10.1371/journal.pone.0287466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 06/06/2023] [Indexed: 06/25/2023] Open
Abstract
BACKGROUND AND AIMS Kratom (Mitragyna speciosa Korth.) is widely use worldwide despite its addictive potential. Although psychostimulant use has been linked to occurrence of endoplasmic reticulum (ER) stress, data is lacking on how regular kratom use affects ER stress. This case-control study first determined differences in ER stress sensor protein expression (BiP, sXBP1, ATF4, CHOP, JNK, and p-JNK) between regular kratom users and healthy controls. Second, it evaluated the association between kratom use characteristics, targeted ER stress sensor protein expression, and "kratom use disorder" diagnosed with Diagnostic and Statistical Manual for Mental Disorders 5th Edition (DSM-5) among regular kratom users. METHODS In total, 60 regular kratom users and 50 healthy control-group participants were recruited and administered a sociodemographic and clinical characteristics questionnaire. While participants who used kratom were also administered a kratom use characteristics questionnaire. Blood samples were collected from all participants, and targeted ER stress sensor protein expression was determined via Western blot analysis. RESULTS The study's findings revealed first that kratom users registered significantly higher protein expression in all targeted ER stress sensors compared to the control group. Second, higher protein expression of CHOP (B = 5.061, standard error [SE] = 2.547, Wald = 3.948, adjusted odds ratio [AOR] = 5.382, 95% confidence interval [CI] = 1.071 to 9.656, p = 0.047) and p-JNK (B = 5.795, SE = 2.635, Wald = 4.544, AOR = 17.025, 95% CI = 1.395 to 24.123, p = 0.017) increased the odds of kratom use disorder occurrence. Kratom use characteristics and other ER stress sensor protein expression were not associated with kratom use disorder. CONCLUSION Regular kratom use may induce protracted ER stress, leading to the decompensation of the unfolded protein response to maintain ER homeostasis. This effect may be linked to kratom use disorder occurrence.
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Affiliation(s)
- Bin Yang
- Department of Community Health, Advanced Medical and Dental Institute, Universiti Sains Malaysia, Kepala Batas, Pulau Pinang, Malaysia
| | - Mei Lan Tan
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, Gelugor, Pulau Pinang, Malaysia
| | - Ruiling Zhang
- Second Affiliated Hospital, Xinxiang Medical University, Xinxiang, Henan, China
| | - Darshan Singh
- Centre for Drug Research, Universiti Sains Malaysia, Gelugor, Pulau Pinang, Malaysia
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Mosallaei M, Ehtesham N, Rahimirad S, Saghi M, Vatandoost N, Khosravi S. PBMCs: a new source of diagnostic and prognostic biomarkers. Arch Physiol Biochem 2022; 128:1081-1087. [PMID: 32293207 DOI: 10.1080/13813455.2020.1752257] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
There are various types of molecular biomarkers that are derived from distinct starting materials. Although many indirect biomarkers are found in blood, their detection remains a challenging issue because of the high degree of fragmentation, minute quantity and a vast amount of non-specific background. The present review points out the sensitivity and specificity of peripheral blood mononuclear cells (PBMCs) as an intact source of biomarkers in a variety of diseases. Multiple recent studies that have used PBMCs as a source of biomarkers reveal the alteration of mRNAs/microRNAs (miRNAs) signature and methylation profile in many kinds of disorders; for instance, dysregulation of mRNAs/miRNAs in schizophrenia, diabetes and different types of cancers and change in the methylation status of LINE-1 in neoplasms. In conclusion with a strong probability, PBMCs mimic conditions of some tissues which are in contact with them like the tumour cells, hence providing a non-invasive and suitable source of biomarkers.
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Affiliation(s)
- Meysam Mosallaei
- Department of Genetics and Molecular biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Naeim Ehtesham
- Department of Genetics and Molecular biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Shima Rahimirad
- Department of Genetics and Molecular biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mostafa Saghi
- AJA Cancer Epidemiology Research and Treatment Center (AJA-CERTC), AJA university of medical sciences, Tehran, Iran
| | - Nasim Vatandoost
- Department of Genetics and Molecular biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Sharifeh Khosravi
- Department of Genetics and Molecular biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
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4
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Yoo HJ, Hwang WC, Min DS. Targeting of Phospholipase D1 Ameliorates Collagen-Induced Arthritis via Modulation of Treg and Th17 Cell Imbalance and Suppression of Osteoclastogenesis. Int J Mol Sci 2020; 21:ijms21093230. [PMID: 32370217 PMCID: PMC7247592 DOI: 10.3390/ijms21093230] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 04/27/2020] [Accepted: 04/30/2020] [Indexed: 12/20/2022] Open
Abstract
Phospholipase D1 (PLD1) plays a crucial role in various inflammatory and autoimmune diseases. Rheumatoid arthritis (RA) is a chronic and systemic autoimmune disease. However, the role of PLD1 in the pathogenesis of RA remains unknown. Here, we first investigated the role and effects of PLD1 in collagen-induced arthritis (CIA) and found that genetic and pharmacological inhibition of PLD1 in DBA1/J mice with CIA reduced the incidence of CIA, decreased the clinical score, and abrogated disease symptoms including infiltration of leukocytes, synovial inflammation, bone erosion, and cartilage destruction. Moreover, ablation and inhibition of PLD1 suppressed the production of type II collagen-specific IgG2a autoantibody and proinflammatory cytokines, accompanied by an increase in the regulatory T (Treg) cell population and a decrease in the Th17 cell population in CIA mice. The PLD1 inhibitor also promoted differentiation of Treg cells and suppressed differentiation of Th17 cells in vitro. Furthermore, the PLD1 inhibitor attenuated pathologic bone destruction in CIA mice by suppressing osteoclastogenesis and bone resorption. Thus, our findings indicate that the targeting of PLD1 can ameliorate CIA by modulating the imbalance of Treg and Th17 cells and suppressing osteoclastogenesis, which might be a novel strategy to treat autoimmune diseases, such as RA.
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MESH Headings
- Animals
- Arthritis, Experimental/immunology
- Arthritis, Experimental/metabolism
- Arthritis, Experimental/prevention & control
- Arthritis, Rheumatoid/immunology
- Arthritis, Rheumatoid/metabolism
- Arthritis, Rheumatoid/prevention & control
- Benzimidazoles/pharmacology
- Cell Differentiation/drug effects
- Cell Differentiation/immunology
- Cytokines/blood
- Disease Models, Animal
- Knee Joint/drug effects
- Knee Joint/metabolism
- Knee Joint/pathology
- Male
- Mice, Inbred C57BL
- Mice, Inbred DBA
- Mice, Knockout
- Osteogenesis/drug effects
- Osteogenesis/genetics
- Phospholipase D/antagonists & inhibitors
- Phospholipase D/genetics
- Phospholipase D/metabolism
- Piperidines/pharmacology
- T-Lymphocytes, Regulatory/drug effects
- T-Lymphocytes, Regulatory/immunology
- T-Lymphocytes, Regulatory/metabolism
- Th17 Cells/drug effects
- Th17 Cells/immunology
- Th17 Cells/metabolism
- X-Ray Microtomography
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Affiliation(s)
- Hyun Jung Yoo
- Department of Molecular Biology, College of Natural Science, Pusan National University, Busan 46241, Korea; (H.J.Y.); (W.C.H.)
| | - Won Chan Hwang
- Department of Molecular Biology, College of Natural Science, Pusan National University, Busan 46241, Korea; (H.J.Y.); (W.C.H.)
- College of Pharmacy, Yonsei University, Incheon 21983, Korea
| | - Do Sik Min
- College of Pharmacy, Yonsei University, Incheon 21983, Korea
- Correspondence: ; Tel.: +82-32-749-4522
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Phospholipase D and the Mitogen Phosphatidic Acid in Human Disease: Inhibitors of PLD at the Crossroads of Phospholipid Biology and Cancer. Handb Exp Pharmacol 2019; 259:89-113. [PMID: 31541319 DOI: 10.1007/164_2019_216] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Lipids are key building blocks of biological membranes and are involved in complex signaling processes such as metabolism, proliferation, migration, and apoptosis. Extracellular signaling by growth factors, stress, and nutrients is transmitted through receptors that activate lipid-modifying enzymes such as the phospholipases, sphingosine kinase, or phosphoinositide 3-kinase, which then modify phospholipids, sphingolipids, and phosphoinositides. One such important enzyme is phospholipase D (PLD), which cleaves phosphatidylcholine to yield phosphatidic acid and choline. PLD isoforms have dual role in cells. The first involves maintaining cell membrane integrity and cell signaling, including cell proliferation, migration, cytoskeletal alterations, and invasion through the PLD product PA, and the second involves protein-protein interactions with a variety of binding partners. Increased evidence of elevated PLD expression and activity linked to many pathological conditions, including cancer, neurological and inflammatory diseases, and infection, has motivated the development of dual- and isoform-specific PLD inhibitors. Many of these inhibitors are reported to be efficacious and safe in cells and mouse disease models, suggesting the potential for PLD inhibitors as therapeutics for cancer and other diseases. Current knowledge and ongoing research of PLD signaling networks will help to evolve inhibitors with increased efficacy and safety for clinical studies.
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Su J, Leng Q, Lin Y, Ma J, Jiang F, Lee CJ, Fang H, Jiang F. Integrating Circulating Immunological and Sputum Biomarkers for the Early Detection of Lung Cancer. BIOMARKERS IN CANCER 2018; 10:1179299X18759297. [PMID: 29467585 PMCID: PMC5815414 DOI: 10.1177/1179299x18759297] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2017] [Accepted: 01/23/2018] [Indexed: 01/02/2023]
Abstract
We have demonstrated that assessments of microRNA (miRNA) expressions in circulating peripheral blood mononucleated cell (PBMC) and sputum specimens, respectively, may help diagnose lung cancer. To assess the individual and combined analysis of the miRNAs across the different body fluids for lung cancer early detection, we analyse a panel of 3 sputum miRNAs (miRs-21, 31, and 210) and a panel of 2 PBMC miRNAs (miRs-19b-3p and 29b-3p) in a discovery cohort of 68 patients with lung cancer and 66 cancer-free smokers. We find that integrating 2 sputum miRNAs (miRs-31 and 210) and 1 PBMC miRNA (miR-19b-3p) has higher sensitivity (86.8%) and specificity (92.4%) compared with the individual panels. The synergistic value of the integrated panel of 3 biomarkers is confirmed in a validation cohort, independent of stage and histological type of lung cancer, and patients' age, sex, and ethnicity. Integrating circulating immunological and sputum biomarkers could improve the early detection of lung cancer.
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Affiliation(s)
- Jian Su
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Qixin Leng
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Yanli Lin
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Jie Ma
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Fangran Jiang
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Cheng-Ju Lee
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - HongBin Fang
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Feng Jiang
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
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Abstract
Phospholipases are lipolytic enzymes that hydrolyze phospholipid substrates at specific ester bonds. Phospholipases are widespread in nature and play very diverse roles from aggression in snake venom to signal transduction, lipid mediator production, and metabolite digestion in humans. Phospholipases vary considerably in structure, function, regulation, and mode of action. Tremendous advances in understanding the structure and function of phospholipases have occurred in the last decades. This introductory chapter is aimed at providing a general framework of the current understanding of phospholipases and a discussion of their mechanisms of action and emerging biological functions.
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Klier M, Gowert NS, Jäckel S, Reinhardt C, Elvers M. Phospholipase D1 is a regulator of platelet-mediated inflammation. Cell Signal 2017; 38:171-181. [PMID: 28711718 DOI: 10.1016/j.cellsig.2017.07.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 06/29/2017] [Accepted: 07/10/2017] [Indexed: 01/01/2023]
Abstract
Glycoprotein (GP)Ib is not only required for stable thrombus formation but for platelet-mediated inflammatory responses. Phospholipase (PL)D1 is essential for GPIb-dependent aggregate formation under high shear conditions while nothing is known about PLD1-induced regulation of GPIb in platelet-mediated inflammation and the underlying mechanisms. This study aimed to investigate the relevance of PLD1 for platelet-mediated endothelial and leukocyte recruitment and activation in vitro and in vivo. Pld1-/- platelets showed strongly reduced adhesion to TNFα stimulated endothelial cells (ECs) under high shear conditions ex vivo. Normal cytoskeletal reorganization of Pld1-/- platelets but reduced integrin activation after adhesion to inflamed ECs confirmed that defective integrin activation is responsible for reduced platelet adhesion to ECs. This, together with significantly reduced CD40L expression on platelets led to reduced chemotactic and adhesive properties of ECs in vitro. Under flow conditions, recruitment of leukocytes to collagen-adherent platelets was reduced. Under inflammatory conditions in vivo, reduced platelet and leukocyte recruitment and arrest to the injured carotid artery was observed in Pld1-/- mice. In a second in vivo model of venous thrombosis, platelet adhesion to activated endothelial cells was reduced while leukocyte recruitment was attenuated in PLD1 deficient mice. Mechanistically, PLD1 modulates PLCγ2 phosphorylation and integrin activation via Src kinases without affecting vWF binding to GPIb. Thus, PLD1 is important for GPIb-induced inflammatory processes of platelets and might be a promising target to reduce platelet-mediated inflammation.
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Affiliation(s)
- Meike Klier
- Department of Vascular and Endovascular Surgery, Heinrich-Heine University Medical Center, Düsseldorf, Germany
| | - Nina Sarah Gowert
- Department of Vascular and Endovascular Surgery, Heinrich-Heine University Medical Center, Düsseldorf, Germany
| | - Sven Jäckel
- German Center for Cardiovascular Research (DZHK), Partner Site RheinMain, Mainz, Germany.; Center for Thrombosis and Hemostasis (CTH), University Medical Center Mainz, Mainz, Germany
| | - Christoph Reinhardt
- German Center for Cardiovascular Research (DZHK), Partner Site RheinMain, Mainz, Germany.; Center for Thrombosis and Hemostasis (CTH), University Medical Center Mainz, Mainz, Germany
| | - Margitta Elvers
- Department of Vascular and Endovascular Surgery, Heinrich-Heine University Medical Center, Düsseldorf, Germany.
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Ma J, Guarnera MA, Zhou W, Fang H, Jiang F. A Prediction Model Based on Biomarkers and Clinical Characteristics for Detection of Lung Cancer in Pulmonary Nodules. Transl Oncol 2016; 10:40-45. [PMID: 27889655 PMCID: PMC5126145 DOI: 10.1016/j.tranon.2016.11.001] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Revised: 10/31/2016] [Accepted: 11/04/2016] [Indexed: 12/21/2022] Open
Abstract
Lung cancer early detection by low-dose computed tomography (LDCT) can reduce the mortality. However, LDCT increases the number of indeterminate pulmonary nodules (PNs), whereas 95% of the PNs are ultimately false positives. Modalities for specifically distinguishing between malignant and benign PNs are urgently needed. We previously identified a panel of peripheral blood mononucleated cell (PBMC)-miRNA (miRs-19b-3p and -29b-3p) biomarkers for lung cancer. This study aimed to evaluate efficacy of integrating biomarkers and clinical and radiological characteristics of smokers for differentiating malignant from benign PNs. We analyzed expression of 2 miRNAs (miRs-19b-3p and -29b-3p) in PBMCs of a training set of 137 individuals with PNs. We used multivariate logistic regression analysis to develop a prediction model based on the biomarkers, radiographic features of PNs, and clinical characteristics of smokers for identifying malignant PNs. The performance of the prediction model was validated in a testing set of 111 subjects with PNs. A prediction model comprising the two biomarkers, spiculation of PNs and smoking pack-year, was developed that had 0.91 area under the curve of the receiver operating characteristic for distinguishing malignant from benign PNs. The prediction model yielded higher sensitivity (80.3% vs 72.6%) and specificity (89.4% vs 81.9%) compared with the biomarkers used alone (all P < .05). The performance of the prediction model for malignant PNs was confirmed in the validation set. We have for the first time demonstrated that the integration of biomarkers and clinical and radiological characteristics could efficiently identify lung cancer among indeterminate PNs.
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Affiliation(s)
- Jie Ma
- Department of Clinical Biochemistry, Jiangsu University School of Medicine, Xuefu Road 301, Zhenjiang, Jiangsu Province, 212013, China; Department of Pathology, University of Maryland School of Medicine, 10 S. Pine St., Baltimore, MD 21201, USA
| | - Maria A Guarnera
- Department of Pathology, University of Maryland School of Medicine, 10 S. Pine St., Baltimore, MD 21201, USA
| | - Wenxian Zhou
- Department of Biostatistics, Bioinformatics and Biomathematics, Georgetown University Medical Center, 4000 Reservoir Road, N.W., Washington, D.C. 20057, USA
| | - HongBin Fang
- Department of Biostatistics, Bioinformatics and Biomathematics, Georgetown University Medical Center, 4000 Reservoir Road, N.W., Washington, D.C. 20057, USA
| | - Feng Jiang
- Department of Pathology, University of Maryland School of Medicine, 10 S. Pine St., Baltimore, MD 21201, USA.
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10
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Chai X, Han Y, Yang J, Zhao X, Liu Y, Hou X, Tang Y, Zhao S, Li X. Identification of the transcriptional regulators by expression profiling infected with hepatitis B virus. Clin Res Hepatol Gastroenterol 2016; 40:57-72. [PMID: 26119596 DOI: 10.1016/j.clinre.2015.04.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2014] [Revised: 12/18/2014] [Accepted: 04/28/2015] [Indexed: 02/07/2023]
Abstract
BACKGROUND The molecular pathogenesis of infection by hepatitis B virus with human is extremely complex and heterogeneous. To date the molecular information is not clearly defined despite intensive research efforts. Thus, studies aimed at transcription and regulation during virus infection or combined researches of those already known to be beneficial are needed. AIMS With the purpose of identifying the transcriptional regulators related to infection of hepatitis B virus in gene level, the gene expression profiles from some normal individuals and hepatitis B patients were analyzed in our study. METHODS In this work, the differential expressed genes were selected primarily. The several genes among those were validated in an independent set by qRT-PCR. Then the differentially co-expression analysis was conducted to identify differentially co-expressed links and differential co-expressed genes. Next, the analysis of the regulatory impact factors was performed through mapping the links and regulatory data. In order to give a further insight to these regulators, the co-expression gene modules were identified using a threshold-based hierarchical clustering method. Incidentally, the construction of the regulatory network was generated using the computer software. RESULTS A total of 137,284 differentially co-expressed links and 780 differential co-expressed genes were identified. These co-expressed genes were significantly enriched inflammatory response. The results of regulatory impact factors revealed several crucial regulators related to hepatocellular carcinoma and other high-rank regulators. Meanwhile, more than one hundred co-expression gene modules were identified using clustering method. CONCLUSIONS In our study, some important transcriptional regulators were identified using a computational method, which may enhance the understanding of disease mechanisms and lead to an improved treatment of hepatitis B. However, further experimental studies are required to confirm these findings.
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Affiliation(s)
- Xiaoqiang Chai
- College of Life Sciences, Sichuan University, Ministry of Education Key Laboratory for Bio-resource and Eco-environment, Sichuan Key Laboratory of Molecular Biology and Biotechnology, 610064 Chengdu, PR China
| | - Yanan Han
- College of Life Sciences, Sichuan University, Ministry of Education Key Laboratory for Bio-resource and Eco-environment, Sichuan Key Laboratory of Molecular Biology and Biotechnology, 610064 Chengdu, PR China
| | - Jian Yang
- College of Life Sciences, Sichuan University, Ministry of Education Key Laboratory for Bio-resource and Eco-environment, Sichuan Key Laboratory of Molecular Biology and Biotechnology, 610064 Chengdu, PR China
| | - Xianxian Zhao
- College of Life Sciences, Sichuan University, Ministry of Education Key Laboratory for Bio-resource and Eco-environment, Sichuan Key Laboratory of Molecular Biology and Biotechnology, 610064 Chengdu, PR China
| | - Yewang Liu
- College of Life Sciences, Sichuan University, Ministry of Education Key Laboratory for Bio-resource and Eco-environment, Sichuan Key Laboratory of Molecular Biology and Biotechnology, 610064 Chengdu, PR China
| | - Xugang Hou
- College of Life Sciences, Sichuan University, Ministry of Education Key Laboratory for Bio-resource and Eco-environment, Sichuan Key Laboratory of Molecular Biology and Biotechnology, 610064 Chengdu, PR China
| | - Yiheng Tang
- College of Life Sciences, Sichuan University, Ministry of Education Key Laboratory for Bio-resource and Eco-environment, Sichuan Key Laboratory of Molecular Biology and Biotechnology, 610064 Chengdu, PR China
| | - Shirong Zhao
- College of Life Sciences, Sichuan University, Ministry of Education Key Laboratory for Bio-resource and Eco-environment, Sichuan Key Laboratory of Molecular Biology and Biotechnology, 610064 Chengdu, PR China
| | - Xiao Li
- College of Life Sciences, Sichuan University, Ministry of Education Key Laboratory for Bio-resource and Eco-environment, Sichuan Key Laboratory of Molecular Biology and Biotechnology, 610064 Chengdu, PR China.
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Mishra S, Srivastava AK, Suman S, Kumar V, Shukla Y. Circulating miRNAs revealed as surrogate molecular signatures for the early detection of breast cancer. Cancer Lett 2015; 369:67-75. [DOI: 10.1016/j.canlet.2015.07.045] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Revised: 07/17/2015] [Accepted: 07/18/2015] [Indexed: 12/29/2022]
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12
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Ma J, Lin Y, Zhan M, Mann DL, Stass SA, Jiang F. Differential miRNA expressions in peripheral blood mononuclear cells for diagnosis of lung cancer. J Transl Med 2015; 95:1197-206. [PMID: 26146958 PMCID: PMC4586315 DOI: 10.1038/labinvest.2015.88] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Revised: 05/03/2015] [Accepted: 05/13/2015] [Indexed: 01/06/2023] Open
Abstract
Tremendous efforts have been made to develop cancer biomarkers by detecting circulating extracellular miRNAs directly released from tumors. Yet, none of the cell-free biomarkers has been accepted to be used for early detection of non-small cell lung cancer (NSCLC). Peripheral blood mononucleated cells (PBMCs) act as the first line of defense against malignancy in immune system, their dysfunction may occur as an early event in cancer immunogenicity or immune evasion. We proposed to investigate whether analysis of miRNA expressions of PBMCs has diagnostic value for NSCLC. We first used a microarray to analyze PBMCs of 16 stage I NSCLC patients and 16 cancer-free smokers, and identified seven PBMC miRNAs with a significantly altered expression level in NSCLC patients. In a training set of 84 NSCLC patients and 69 cancer-free smokers, a panel of two miRNAs (miRs-19b-3p and -29b-3p) were developed from the seven PBMC miRNAs, producing 72.62% sensitivity and 82.61% specificity in identifying NSCLC. Furthermore, the miRNAs could identify squamous cell lung carcinoma (SCC), a major type of NSCLC, with 80.00% sensitivity and 89.86% specificity. The expression levels of the miRNAs were independent of disease stage. In a testing set of 56 NSCLC patients and 46 controls, the performance of the biomarkers was reproducibly confirmed. The study presents the first in-depth analysis of PBMC miRNA profile of NSCLC patients. The assessment of PBMC miRNAs may provide a new diagnostic approach for the early detection of NSCLC.
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Affiliation(s)
- Jie Ma
- Department of Clinical Biochemistry, Jiangsu University School of Medicine, Xuefu Road 301, Zhenjiang, Jiangsu Province, 212013, China,Departments of Pathology, University of Maryland School of Medicine, 10 S. Pine St. Baltimore, MD 21201, USA
| | - Yanli Lin
- Departments of Pathology, University of Maryland School of Medicine, 10 S. Pine St. Baltimore, MD 21201, USA
| | - Min Zhan
- Departments of Epidemiology & Public Health, University of Maryland School of Medicine, 660 W. Redwood St. Baltimore, MD 21201, USA
| | - Dean L. Mann
- Departments of Pathology, University of Maryland School of Medicine, 10 S. Pine St. Baltimore, MD 21201, USA
| | - Sanford A Stass
- Departments of Pathology, University of Maryland School of Medicine, 10 S. Pine St. Baltimore, MD 21201, USA
| | - Feng Jiang
- Departments of Pathology, University of Maryland School of Medicine, 10 S. Pine St. Baltimore, MD 21201, USA,Correspondence to Feng Jiang, Department of Pathology, The University of Maryland School of Medicine, 10 South Pine Street, MSTF 7th floor, Baltimore, MD 21201-1192, USA.
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Caba O, Prados J, Ortiz R, Jiménez-Luna C, Melguizo C, Alvarez PJ, Delgado JR, Irigoyen A, Rojas I, Pérez-Florido J, Torres C, Perales S, Linares A, Aránega A. Transcriptional profiling of peripheral blood in pancreatic adenocarcinoma patients identifies diagnostic biomarkers. Dig Dis Sci 2014; 59:2714-20. [PMID: 25069573 DOI: 10.1007/s10620-014-3291-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2014] [Accepted: 07/11/2014] [Indexed: 12/13/2022]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy associated with poor survival rates. Fast detection of PDAC appears to be the most relevant strategy to improve the long-term survival of patients. AIMS Our objective was to identify new markers in peripheral blood that differentiates between PDAC patients and healthy controls. METHODS Peripheral blood samples from PDAC patients (n = 18) and controls (n = 18) were analyzed by whole genome cDNA microarray hybridization. The most relevant genes were validated by quantitative real-time PCR (RT-qPCR) in the same set of samples. Finally, our gene prediction set was tested in a blinded set of new peripheral blood samples (n = 30). RESULTS Microarray studies identified 87 genes differentially expressed in peripheral blood samples from PDAC patients. Four of these genes were selected for analysis by RT-qPCR, which confirmed the previously observed changes. In our blinded validation study, the combination of CLEC4D and IRAK3 predicted the diagnosis of PDAC with 93 % accuracy, with a sensitivity of 86 % and specificity of 100 %. CONCLUSIONS Peripheral blood gene expression profiling is an useful tool for the diagnosis of PDAC. We present a validated four-gene predictor set (ANKRD22, CLEC4D, VNN1, and IRAK3) that may be useful in PDAC diagnosis.
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Affiliation(s)
- Octavio Caba
- Department of Health Sciences, University of Jaén, Jaén, Spain,
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Zheng YQ, Huang J, Zeng FC, Zhou XY. Application of caerulein and lipopolysaccharides in creating mouse models of mild or severe acute pancreatitis. Shijie Huaren Xiaohua Zazhi 2014; 22:4068-4074. [DOI: 10.11569/wcjd.v22.i27.4068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIM: To establish typical mouse models of mild or severe acute pancreatitis induced with caerulein (CAE) and/or lipopolysaccharides (LPS).
METHODS: Fifty healthy adult male C57 mice were randomly divided into five groups (with 10 mice in each group): a control group (CON group), the caerulein 7 group (CAE 7 group), a caerulein 7 plus LPS group (CAE 7 + LPS group), a caerulein 13 group (CAE 13 group), and a caerulein 13 plus LPS group (CAE 13 + LPS group). All the animals were killed three hours after the last intraperitoneal injection. The pancreas was carefully removed for microscopic examination and further observed under a transmission electron microscope (TEM). Serum amylase and lipase concentrations were assayed.
RESULTS: Enzyme levels and pathological score in all the experimental groups were significantly higher than those in the CON group (amylase lowest CAE 7 group: 27020 U/dL ± 3443 U/dL vs CON group: 2696 U/dL ± 400 U/dL, P < 0.01; lipase content lowest CAE 7 group: 1379 U/L ± 283 U/L vs CON group: 33 U/L ± 13 U/L, P < 0.01; pathological score lowest CAE 7 group: 5.8 ± 0.9 vs CON group: 0.1 ± 0.3, P < 0.01). Compared with the CAE 7 group, the enzyme levels and pathological score in the CAE 13 + LPS group increased more significantly (CAE 13 + LPS group amylase: 46969 U/dL ± 11852 U/dL vs CAE 7 group amylase: 27020 U/dL ± 3443 U/dL, P < 0.01; CAE13 + LPS group lipase: 1962 U/dL ± 496 U/dL vs CAE 7 group lipase: 1379 U/dL ± 283 U/dL, P < 0.05; CAE13 + LPS group pathological score : 11.1 ± 1.1 vs CAE 7 group pathological score : 5.8 ± 0.9, P < 0.05). The grade of pathological changes in the CAE 13 + LPS group was significantly higher than that in the CAE 13 group (CAE 13 + LPS group: 11.1 ± 1.1 vs CAE 13 group: 10.1 ± 0.99, P < 0.05). The ultrastructure of acinar cells was damaged in the CAE 7 group, and the rough endoplasmic reticulum and mitochondria were markedly swollen. However, in the CAE 13 + LPS group, the acinar cells were seriously damaged.
CONCLUSION: Caerulein alone by intraperitoneal injection 7 times can be used to prepare a typical model of acute edematous pancreatitis, and caerulein by intraperitoneal injection 13 times plus LPS at the last time can be used to produce typical acute necrotizing pancreatitis.
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NS5ATP9 mRNA levels in peripheral blood mononuclear cells predict prognosis in patients with gastric cancer. Med Oncol 2014; 31:106. [PMID: 24996800 DOI: 10.1007/s12032-014-0106-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2014] [Accepted: 06/25/2014] [Indexed: 01/09/2023]
Abstract
The prognosis for gastric cancer is poor; therefore, there is urgent need for the development of novel, especially noninvasive surrogate biomarkers. NS5ATP9 is significantly overexpressed in gastric cancer tissues, and altered NS5ATP9 expression in human gastric cancer is associated with tumor recurrence. This study aimed to determine whether a correlation exists between NS5ATP9 mRNA levels in peripheral blood mononuclear cells (PBMCs) and gastric cancer prognosis in patients. NS5ATP9 mRNA levels were assessed by real-time RT-PCR in PBMC samples obtained from 207 gastric cancer patients, 47 patients with benign gastric lesions, and 78 healthy individuals. In addition, NS5ATP9 protein expression was evaluated by Western blot in PBMC samples from 30 gastric cancer patients and 30 healthy individuals, chosen randomly. Finally, clinicopathological data and survival of all gastric cancer patients were collected and analyzed. NS5ATP9 in PBMCs from gastric cancer patients was significantly upregulated both at mRNA and protein levels. Interestingly, NS5ATP9 mRNA overexpression in PBMCs was significantly associated with poor disease-free survival and overall survival of cancer patients, but not with tumor recurrence. Multivariate analysis showed NS5ATP9 mRNA levels and tumor lymph node metastasis were independent correlation with 3-year survival rate. Importantly, the diagnostic sensitivity and specificity (70.6 and 79.5 %, respectively) were higher for NS5ATP9 mRNA in PBMCs compared with the serum tumor markers CEA (45.0 and 84.6 %, respectively) and CA19-9 (61.5 and 69.2 %, respectively). These findings suggested that NS5ATP9 mRNA levels in PBMCs can be used for prognosis in gastric cancer patients.
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Kang DW, Choi KY, Min DS. Functional regulation of phospholipase D expression in cancer and inflammation. J Biol Chem 2014; 289:22575-22582. [PMID: 24990948 DOI: 10.1074/jbc.r114.569822] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Phospholipase D (PLD) regulates downstream effectors by generating phosphatidic acid. Growing links of dysregulation of PLD to human disease have spurred interest in therapeutics that target its function. Aberrant PLD expression has been identified in multiple facets of complex pathological states, including cancer and inflammatory diseases. Thus, it is important to understand how the signaling network of PLD expression is regulated and contributes to progression of these diseases. Interestingly, small molecule PLD inhibitors can suppress PLD expression as well as enzymatic activity of PLD and have been shown to be effective in pathological mice models, suggesting the potential for use of PLD inhibitors as therapeutics against cancer and inflammation. Here, we summarize recent scientific developments regarding the regulation of PLD expression and its role in cancer and inflammatory processes.
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Affiliation(s)
- Dong Woo Kang
- Department of Molecular Biology, College of Natural Science, Pusan National University, Busan 609-735
| | - Kang-Yell Choi
- Department of Biotechnology, College of Life Science and Biotechnology, Yonsei University, Seoul 120-749, and; Translational Research Center for Protein Function Control, Yonsei University, Seoul 120-749, Korea
| | - Do Sik Min
- Department of Molecular Biology, College of Natural Science, Pusan National University, Busan 609-735,; Translational Research Center for Protein Function Control, Yonsei University, Seoul 120-749, Korea.
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In-depth profiling of the peripheral blood mononuclear cells proteome for clinical blood proteomics. INTERNATIONAL JOURNAL OF PROTEOMICS 2014; 2014:129259. [PMID: 24724028 PMCID: PMC3958665 DOI: 10.1155/2014/129259] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/17/2013] [Revised: 01/10/2014] [Accepted: 01/20/2014] [Indexed: 11/26/2022]
Abstract
Peripheral blood mononuclear cells (PBMCs) are an easy accessible cellular part of the blood organ and, along with platelets, represent the only site of active gene expression in blood. These cells undergo immunophenotypic changes in various diseases and represent a peripheral source of monitoring gene expression and posttranslational modifications relevant to many diseases. Little is known about the source of many blood proteins and we hypothesise that release from PBMCs through active and passive mechanisms may account for a substantial part of the plasma proteome. The use of state-of-the-art proteomic profiling methods in PBMCs will enable minimally invasive monitoring of disease progression or response to treatment and discovery of biomarkers. To achieve this goal, detailed mapping of the PBMC proteome using a sensitive, robust, and quantitative methodological setup is required. We have applied an indepth gel-free proteomics approach using tandem mass tags (TMT), unfractionated and SCX fractionated PBMC samples, and LC-MS/MS with various modulations. This study represents a benchmark in deciphering the PBMC proteome as we provide a deep insight by identifying 4129 proteins and 25503 peptides. The identified proteome defines the scope that enables PBMCs to be characterised as cellular major biomarker pool within the blood organ.
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Palma P, Cuadros M, Conde-Muíño R, Olmedo C, Cano C, Segura-Jiménez I, Blanco A, Bueno P, Ferrón JA, Medina P. Microarray profiling of mononuclear peripheral blood cells identifies novel candidate genes related to chemoradiation response in rectal cancer. PLoS One 2013; 8:e74034. [PMID: 24040155 PMCID: PMC3764031 DOI: 10.1371/journal.pone.0074034] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2012] [Accepted: 08/01/2013] [Indexed: 01/03/2023] Open
Abstract
Preoperative chemoradiation significantly improves oncological outcome in locally advanced rectal cancer. However there is no effective method of predicting tumor response to chemoradiation in these patients. Peripheral blood mononuclear cells have emerged recently as pathology markers of cancer and other diseases, making possible their use as therapy predictors. Furthermore, the importance of the immune response in radiosensivity of solid organs led us to hypothesized that microarray gene expression profiling of peripheral blood mononuclear cells could identify patients with response to chemoradiation in rectal cancer. Thirty five 35 patients with locally advanced rectal cancer were recruited initially to perform the study. Peripheral blood samples were obtained before neaodjuvant treatment. RNA was extracted and purified to obtain cDNA and cRNA for hybridization of microarrays included in Human WG CodeLink bioarrays. Quantitative real time PCR was used to validate microarray experiment data. Results were correlated with pathological response, according to Mandard´s criteria and final UICC Stage (patients with tumor regression grade 1-2 and downstaging being defined as responders and patients with grade 3-5 and no downstaging as non-responders). Twenty seven out of 35 patients were finally included in the study. We performed a multiple t-test using Significance Analysis of Microarrays, to find those genes differing significantly in expression, between responders (n = 11) and non-responders (n = 16) to CRT. The differently expressed genes were: BC 035656.1, CIR, PRDM2, CAPG, FALZ, HLA-DPB2, NUPL2, and ZFP36. The measurement of FALZ (p = 0.029) gene expression level determined by qRT-PCR, showed statistically significant differences between the two groups. Gene expression profiling reveals novel genes in peripheral blood samples of mononuclear cells that could predict responders and non-responders to chemoradiation in patients with locally advanced rectal cancer. Moreover, our investigation added further evidence to the importance of mononuclear cells' mediated response in the neoadjuvant treatment of rectal cancer.
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Affiliation(s)
- Pablo Palma
- Division of Colon and Rectal Surgery, HUVN, Granada, Spain
- * E-mail:
| | - Marta Cuadros
- Departments of Biochemistry, Molecular Biology and Immunology, University of Granada, Granada, Spain
| | | | - Carmen Olmedo
- Department of Surgical Research, HUVN, Granada, Spain
| | - Carlos Cano
- Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain
| | | | - Armando Blanco
- Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain
| | - Pablo Bueno
- Department of Surgical Research, HUVN, Granada, Spain
| | | | - Pedro Medina
- Departments of Biochemistry, Molecular Biology and Immunology, University of Granada, Granada, Spain
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Phospholipase D1 has a pivotal role in interleukin-1β-driven chronic autoimmune arthritis through regulation of NF-κB, hypoxia-inducible factor 1α, and FoxO3a. Mol Cell Biol 2013; 33:2760-72. [PMID: 23689131 DOI: 10.1128/mcb.01519-12] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Interleukin-1β (IL-1β) is a potent proinflammatory and immunoregulatory cytokine playing an important role in the progression of rheumatoid arthritis (RA). However, the signaling network of IL-1β in synoviocytes from RA patients is still poorly understood. Here, we show for the first time that phospholipase D1 (PLD1), but not PLD2, is selectively upregulated in IL-1β-stimulated synoviocytes, as well as synovium, from RA patients. IL-1β enhanced the binding of NF-κB and ATF-2 to the PLD1 promoter, thereby enhancing PLD1 expression. PLD1 inhibition abolished the IL-1β-induced expression of proinflammatory mediators and angiogenic factors by suppressing the binding of NF-κB or hypoxia-inducible factor 1α to the promoter of its target genes, as well as IL-1β-induced proliferation or migration. However, suppression of PLD1 activity promoted cell cycle arrest via transactivation of FoxO3a. Furthermore, PLD1 inhibitor significantly suppressed joint inflammation and destruction in IL-1 receptor antagonist-deficient (IL-1Ra(-/-)) mice, a model of spontaneous arthritis. Taken together, these results suggest that the abnormal upregulation of PLD1 may contribute to the pathogenesis of IL-1β-induced chronic arthritis and that a selective PLD1 inhibitor might provide a potential therapeutic molecule for the treatment of chronic inflammatory autoimmune disorders.
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Baine MJ, Menning M, Smith LM, Mallya K, Kaur S, Rachagani S, Chakraborty S, Sasson AR, Brand RE, Batra SK. Differential gene expression analysis of peripheral blood mononuclear cells reveals novel test for early detection of pancreatic cancer. Cancer Biomark 2012; 11:1-14. [PMID: 22820136 DOI: 10.3233/cbm-2012-0260] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND We sought to validate global microarray results indicating the differential expression of 383 genes in Peripheral Blood Mononuclear Cells (PBMCs) from patients with pancreatic cancer (PC) and to further evaluate their PC diagnostic potential. METHODS AND MATERIALS In total, 177 patients were recruited (47 healthy controls (HC), 35 chronic pancreatitis (CP) patients, and 95 PC patients). PBMC expressions of six genes from our previous study (ANXA3, ARG1, CA5B, F5, SSBP2, and TBC1D8) along with four new genes (MIC1, NGAL, MUC1, and MUC16) were analyzed using multiplex Q-RT PCR. RESULTS Differential expressions of 5 of the 6 genes previously identified by PBMC microarray were validated in this study. Multivariate models for PBMC gene expression were attempted to determine if any combination was diagnostically superior to CA19-9 alone. We found that addition of PBMC CA5B, F5, SSBP2, and MIC1 expression levels to CA19-9 significantly improved CA19-9's diagnostic abilities when comparing resectable PC to CP patients (p=0.023). CONCLUSIONS Results of our previous study were validated, indicating reproducibility of PC-associated PBMC expression profiling. We identified a score-based model that can differentiate resectable PC from CP better than CA19-9, potentiating that PBMC differential expression analysis may offer a novel tool for early PC diagnosis.
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Affiliation(s)
- Michael J Baine
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE 68198, USA
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Seifert G, Kurzinger RP, Hopt UT, Wittel UA. Systemic differential gene regulation of the inter-α-trypsin inhibitor family in acute necrotizing pancreatitis in mice. J Surg Res 2012; 180:e83-90. [PMID: 22541280 DOI: 10.1016/j.jss.2012.03.061] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2011] [Revised: 02/27/2012] [Accepted: 03/28/2012] [Indexed: 10/28/2022]
Abstract
BACKGROUND Therapy for systemic complications in severe necrotizing pancreatitis remains symptomatic owing to the unavailability of more specific therapeutic targets. We investigated the differential gene expression in typically affected organs in a mouse model of severe necrotizing pancreatitis. METHODS Acute necrotizing pancreatitis was induced in mice by retrograde infusion of taurocholate into the common bile duct. Microarray hybridization was subsequently performed with mRNA isolated from the spleen, liver, intestine, and lungs. Additionally, quantitative real-time polymerase chain reaction was performed to confirm the microarray results. RESULTS Severe necrotizing pancreatitis induced widespread changes in gene expression, affecting 27.20% of the genes tested in the spleen and 29.07% in the liver. Fewer genes were differentially regulated in the intestine (10.28%) and the lungs (10.75%). Only 10 genes were found to be upregulated in all 4 organs using microarray analysis. This upregulation in all organs was confirmed by quantitative real-time polymerase chain reaction for only 3 molecules. These molecules were lipocalin 2, insulin-like growth factor binding protein 1, and CD14. Additionally we observed significantly aberrant gene regulation of inter-α-trypsin inhibitor family members in several organs. CONCLUSIONS Differential gene regulation in severe necrotizing pancreatitis is far more organ specific than anticipated, with only 3 molecules uniformly regulated systemically. The inter-α-trypsin inhibitor family of molecules appears to play a crucial biologic role in the systemic inflammatory response in acute pancreatitis. Finally, owing to its regulation and function, α1-microglobulin (or bikunin) may be a suitable predictive marker of the systemic inflammatory response syndrome in acute pancreatitis.
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Affiliation(s)
- Gabriel Seifert
- Department of General and Visceral Surgery, Universitätsklinik Freiburg, Freiburg, Germany
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Baine MJ, Chakraborty S, Smith LM, Mallya K, Sasson AR, Brand RE, Batra SK. Transcriptional profiling of peripheral blood mononuclear cells in pancreatic cancer patients identifies novel genes with potential diagnostic utility. PLoS One 2011; 6:e17014. [PMID: 21347333 PMCID: PMC3037404 DOI: 10.1371/journal.pone.0017014] [Citation(s) in RCA: 86] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2010] [Accepted: 01/19/2011] [Indexed: 12/27/2022] Open
Abstract
Background It is well known that many malignancies, including pancreatic cancer (PC), possess the ability to evade the immune system by indirectly downregulating the mononuclear cell machinery necessary to launch an effective immune response. This knowledge, in conjunction with the fact that the trancriptome of peripheral blood mononuclear cells has been shown to be altered in the context of many diseases, including renal cell carcinoma, lead us to study if any such alteration in gene expression exists in PC as it may have diagnostic utility. Methods and Findings PBMC samples from 26 PC patients and 33 matched healthy controls were analyzed by whole genome cDNA microarray. Three hundred eighty-three genes were found to be significantly different between PC and healthy controls, with 65 having at least a 1.5 fold change in expression. Pathway analysis revealed that many of these genes fell into pathways responsible for hematopoietic differentiation, cytokine signaling, and natural killer (NK) cell and CD8+ T-cell cytotoxic response. Unsupervised hierarchical clustering analysis identified an eight-gene predictor set, consisting of SSBP2, Ube2b-rs1, CA5B, F5, TBC1D8, ANXA3, ARG1, and ADAMTS20, that could distinguish PC patients from healthy controls with an accuracy of 79% in a blinded subset of samples from treatment naïve patients, giving a sensitivity of 83% and a specificity of 75%. Conclusions In summary, we report the first in-depth comparison of global gene expression profiles of PBMCs between PC patients and healthy controls. We have also identified a gene predictor set that can potentially be developed further for use in diagnostic algorithms in PC. Future directions of this research should include analysis of PBMC expression profiles in patients with chronic pancreatitis as well as increasing the number of early-stage patients to assess the utility of PBMCs in the early diagnosis of PC.
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Affiliation(s)
- Michael J. Baine
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center Omaha, Omaha, Nebraska, United States of America
| | - Subhankar Chakraborty
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
| | - Lynette M. Smith
- Department of Biostatistics, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
| | - Kavita Mallya
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
| | - Aaron R. Sasson
- Department of Surgery, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
| | - Randall E. Brand
- Division of Gastroenterology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Surinder K. Batra
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center Omaha, Omaha, Nebraska, United States of America
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
- * E-mail:
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Peripheral blood mononuclear cell gene array profiles in patients with overactive bladder. Urology 2009; 75:896-901. [PMID: 19775734 DOI: 10.1016/j.urology.2009.06.021] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2008] [Revised: 06/12/2009] [Accepted: 06/13/2009] [Indexed: 12/29/2022]
Abstract
OBJECTIVES To investigate the utility of using peripheral blood mononuclear cells (PBMC) as a marker for patients with overactive bladder (OAB). Patients with OAB may suffer from varying degrees of symptoms such as frequency, urgency, nocturia, and incontinence; however, there is no definitive test for OAB at this time. Questionnaires may provide useful tools for screening patients for OAB but often clinicians may need to rely on more invasive procedures to confirm the diagnosis. We have previously demonstrated that PBMC can provide a reporter function in solid organ retroperitoneal disease. METHODS Twenty-one patients were assessed for OAB. PBMC was obtained from whole blood of the patients, and RNA was subjected to microarray gene chip analysis. RESULTS Microarray analysis revealed that 16 genes were differentially regulated (8 upregulated and 8 downregulated) in all patients with OAB in comparison with healthy controls. A sex-based analysis demonstrated 74 genes that were differentially regulated in males (25 upregulated and 49 downregulated), and 30 in females (13 upregulated and 17 downregulated). Of these platelet-derived growth factors, microfibrillar-associated protein and tropomyosin were downregulated in all sets that were analyzed. CONCLUSIONS Microarray analysis revealed many genes that were differentially regulated in PBMC from OAB patients, including regulatory elements and genes encoding structural proteins, which may be important in regulating structural integrity of the bladder and supporting tissues. These data suggest that PBMC can provide a reporter function for patients with OAB and may serve as a diagnostic marker and elucidate genes involved in this condition.
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Abstract
BACKGROUND Acute pancreatitis has a variable natural history and in a proportion of patients is associated with severe complications and a significant risk of death. The various tools available for risk assessment in acute pancreatitis are reviewed. METHODS Relevant medical literature from PubMed, Ovid, Embase, Web of Science and The Cochrane Library websites to May 2008 was reviewed. RESULTS AND CONCLUSION Over the past 30 years several scoring systems have been developed to predict the severity of acute pancreatitis in the first 48-72 h. Biochemical and immunological markers, imaging modalities and novel predictive models may help identify patients at high risk of complications or death. Recently, there has been a recognition of the importance of the systemic inflammatory response syndrome and organ dysfunction.
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Affiliation(s)
- R Mofidi
- Department of Clinical and Surgical Sciences Surgery, University of Edinburgh, Edinburgh, UK
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