1
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Ozbek DA, Koc SC, Özkan NE, Kablan SE, Yet I, Uner M, Ozlu N, Nemutlu E, Lay I, Ayhan AS, Yildirim T, Arici M, Yilmaz SR, Erdem Y, Altun B. A comparative urinary proteomic and metabolomic analysis between renal aa amyloidosis and membranous nephropathy with clinicopathologic correlations. J Proteomics 2024; 293:105064. [PMID: 38154551 DOI: 10.1016/j.jprot.2023.105064] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 11/20/2023] [Accepted: 12/18/2023] [Indexed: 12/30/2023]
Abstract
Urinary omics has become a powerful tool for elucidating pathophysiology of glomerular diseases. However, no urinary omics analysis has been performed yet on renal AA amyloidosis. Here, we performed a comparative urine proteomic and metabolomic analysis between recently diagnosed renal AA amyloidosis (AA) and membranous nephropathy (MN) patients. Urine samples of 22 (8 AA, 8 MN and 6 healthy control) patients were analyzed with nLC-MS/MS and GC/MS for proteomic and metabolomic studies, respectively. Pathological specimens were scored for glomerulosclerosis and tubulointerstitial fibrosis grades. Functional enrichment analysis between AA and control groups showed enrichment in cell adhesion related sub-domains. Uromodulin (UMOD) was lower, whereas ribonuclease 1 (RNase1) and α-1-microglobulin/bikunin precursor (AMBP) were higher in AA compared to MN group. Correlations were demonstrated between UMOD-proteinuria (r = -0.48, p = 0.03) and AMBP-eGFR (r = -0.69, p = 0.003) variables. Metabolomic analysis showed myo-inositol and urate were higher in AA compared to MN group. A positive correlation was detected between RNase1 and urate independent of eGFR values (r = 0.63, p = 0.01). Enrichment in cell adhesion related domains suggested a possible increased urinary shear stress due to amyloid fibrils. UMOD, AMBP and myo-inositol were related with tubulointerstitial damage, whereas RNase1 and urate were believed to be related with systemic inflammation in AA amyloidosis. SIGNIFICANCE: Urinary omics studies have become a standard tool for biomarker studies. However, no urinary omics analysis has been performed yet on renal AA amyloidosis. Here, we performed a comparative urinary omics analysis between recently diagnosed renal AA amyloidosis (AA), membranous nephropathy (MN) patients and healthy controls. Pathological specimens were scored with glomerulosclerosis (G) and tubulointerstitial fibrosis (IF) grades to consolidate the results of the omics studies and correlation analyzes. Functional enrichment analysis showed enrichment in cell adhesion related sub-domains due to downregulation of cadherins; which could be related with increased urinary shear stress due to amyloid deposition and disruption of tissue micro-architecture. In comparative proteomic analyzes UMOD was lower, whereas RNase1 and AMBP were higher in AA compared to MN group. Whereas in metabolomic analyzes; myo-inositol, urate and maltose were higher in AA compared to MN group. Correlations were demonstrated between UMOD-proteinuria (r = -0.48, p = 0.03), AMBP-eGFR (r = -0.69, p = 0.003) and between RNase1-Urate independent of eGFR values (r = 0.63, p = 0.01). This study is the first comprehensive urinary omics analysis focusing on renal AA Amyloidosis to the best of our knowledge. Based on physiologic roles and clinicopathologic correlations of the molecules; UMOD, AMBP and myo-inositol were related with tubulointerstitial damage, whereas RNase1 and urate were believed to be increased with systemic inflammation and endothelial damage in AA amyloidosis.
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Affiliation(s)
- Deniz Aral Ozbek
- Hacettepe University Faculty of Medicine, Department of Internal Medicine, Ankara, Turkey.
| | - Sila Cankurtaran Koc
- Hacettepe University Faculty of Medicine, Department of Nephrology, Ankara, Turkey
| | - Nazlı Ezgi Özkan
- Koc University Research Center for Translational Medicine, Istanbul, Turkey
| | - Sevilay Erdogan Kablan
- Hacettepe University Faculty of Pharmacy, Department of Analytical Chemistry, Ankara, Turkey
| | - Idil Yet
- Hacettepe University Graduate School of Health Sciences, Department of Bioinformatics, Ankara, Turkey
| | - Meral Uner
- Hacettepe University Faculty of Medicine, Department of Pathology, Ankara, Turkey
| | - Nurhan Ozlu
- Koc University Research Center for Translational Medicine, Istanbul, Turkey
| | - Emirhan Nemutlu
- Hacettepe University Faculty of Pharmacy, Department of Analytical Chemistry, Ankara, Turkey
| | - Incilay Lay
- Hacettepe University Faculty of Medicine, Department of Biochemistry, Ankara, Turkey
| | - Arzu Saglam Ayhan
- Hacettepe University Faculty of Medicine, Department of Pathology, Ankara, Turkey
| | - Tolga Yildirim
- Hacettepe University Faculty of Medicine, Department of Nephrology, Ankara, Turkey
| | - Mustafa Arici
- Hacettepe University Faculty of Medicine, Department of Nephrology, Ankara, Turkey
| | - Seref Rahmi Yilmaz
- Hacettepe University Faculty of Medicine, Department of Nephrology, Ankara, Turkey
| | - Yunus Erdem
- Hacettepe University Faculty of Medicine, Department of Nephrology, Ankara, Turkey
| | - Bulent Altun
- Hacettepe University Faculty of Medicine, Department of Nephrology, Ankara, Turkey
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2
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Surme S, Ergun C, Gul S, Akyel YK, Gul ZM, Ozcan O, Ipek OS, Akarlar BA, Ozlu N, Taskin AC, Turkay M, Gören AC, Baris I, Ozturk N, Guzel M, Aydin C, Okyar A, Kavakli IH. TW68, cryptochromes stabilizer, regulates fasting blood glucose levels in diabetic ob/ob and high fat-diet-induced obese mice. Biochem Pharmacol 2023; 218:115896. [PMID: 37898388 DOI: 10.1016/j.bcp.2023.115896] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 10/30/2023]
Abstract
Cryptochromes (CRYs), transcriptional repressors of the circadian clock in mammals, inhibit cAMP production when glucagon activates G-protein coupled receptors. Therefore, molecules that modulate CRYs have the potential to regulate gluconeogenesis. In this study, we discovered a new molecule called TW68 that interacts with the primary pockets of mammalian CRY1/2, leading to reduced ubiquitination levels and increased stability. In cell-based circadian rhythm assays using U2OS Bmal1-dLuc cells, TW68 extended the period length of the circadian rhythm. Additionally, TW68 decreased the transcriptional levels of two genes, Phosphoenolpyruvate carboxykinase 1 (PCK1) and Glucose-6-phosphatase (G6PC), which play crucial roles in glucose biosynthesis during glucagon-induced gluconeogenesis in HepG2 cells. Oral administration of TW68 in mice showed good tolerance, a good pharmacokinetic profile, and remarkable bioavailability. Finally, when administered to fasting diabetic animals from ob/ob and HFD-fed obese mice, TW68 reduced blood glucose levels by enhancing CRY stabilization and subsequently decreasing the transcriptional levels of Pck1 and G6pc. These findings collectively demonstrate the antidiabetic efficacy of TW68 in vivo, suggesting its therapeutic potential for controlling fasting glucose levels in the treatment of type 2 diabetes mellitus.
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Affiliation(s)
- Saliha Surme
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Cagla Ergun
- Department of Chemical and Biological Engineering, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Seref Gul
- Istanbul University, Department of Biology, Biotechnology Division, TR-34116 Beyazit-İstanbul, Türkiye; Current address: Bezmialem Vakif University, Institute of Life Sciences and Biotechnology, Beykoz, Istanbul, Türkiye
| | - Yasemin Kubra Akyel
- Istanbul Medipol University, School of Medicine, Department of Medical Pharmacology, İstanbul, Türkiye; Istanbul University, Faculty of Pharmacy Department of Pharmacology, TR-34116 Beyazit-İstanbul, Türkiye
| | - Zeynep Melis Gul
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Onur Ozcan
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Ozgecan Savlug Ipek
- Istanbul Medipol University, Regenerative and Restorative Medicine Research Center (REMER), Kavacik Campus, Kavacik-Beykoz/İstanbul 34810, Türkiye
| | - Busra Aytul Akarlar
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Ali Cihan Taskin
- Department of Laboratory Animal Science, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Istanbul, Türkiye
| | - Metin Turkay
- Department of Industrial Engineering, Koc University, Rumelifeneri Yolu, İstanbul, Türkiye
| | - Ahmet Ceyhan Gören
- Gebze Technical University, Department of Chemistry, Gebze, Kocaeli, Türkiye
| | - Ibrahim Baris
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Nuri Ozturk
- Gebze Technical University, Department of Molecular Biology and Genetics, Gebze, Kocaeli, Türkiye
| | - Mustafa Guzel
- Istanbul Medipol University, Regenerative and Restorative Medicine Research Center (REMER), Kavacik Campus, Kavacik-Beykoz/İstanbul 34810, Türkiye
| | - Cihan Aydin
- Department of Molecular Biology and Genetics, Istanbul Medeniyet University, Istanbul, Türkiye
| | - Alper Okyar
- Istanbul University, Faculty of Pharmacy Department of Pharmacology, TR-34116 Beyazit-İstanbul, Türkiye
| | - Ibrahim Halil Kavakli
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye; Department of Chemical and Biological Engineering, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye.
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3
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Ozkan Kucuk NE, Yigit BN, Degirmenci BS, Qureshi MH, Yapici GN, Kamacıoglu A, Bavili N, Kiraz A, Ozlu N. Cell cycle-dependent palmitoylation of protocadherin 7 by ZDHHC5 promotes successful cytokinesis. J Cell Sci 2023; 136:297268. [PMID: 36762613 DOI: 10.1242/jcs.260266] [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: 05/23/2022] [Accepted: 02/02/2023] [Indexed: 02/11/2023] Open
Abstract
Cell division requires dramatic reorganization of the cell cortex, which is primarily driven by the actomyosin network. We previously reported that protocadherin 7 (PCDH7) gets enriched at the cell surface during mitosis, which is required to build up the full mitotic rounding pressure. Here, we report that PCDH7 interacts with and is palmitoylated by the palmitoyltransferase, ZDHHC5. PCDH7 and ZDHHC5 colocalize at the mitotic cell surface and translocate to the cleavage furrow during cytokinesis. The localization of PCDH7 depends on the palmitoylation activity of ZDHHC5. Silencing PCDH7 increases the percentage of multinucleated cells and the duration of mitosis. Loss of PCDH7 expression correlates with reduced levels of active RhoA and phospho-myosin at the cleavage furrow. This work uncovers a palmitoylation-dependent translocation mechanism for PCDH7, which contributes to the reorganization of the cortical cytoskeleton during cell division.
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Affiliation(s)
- Nazlı Ezgi Ozkan Kucuk
- Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Türkiye
- Koç University Research Center for Translational Medicine (KUTTAM), 34450 Istanbul, Türkiye
| | - Berfu Nur Yigit
- Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Türkiye
| | | | | | - Gamze Nur Yapici
- Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Türkiye
| | - Altuğ Kamacıoglu
- Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Türkiye
| | - Nima Bavili
- Department of Physics, Koç University, 34450 Istanbul, Türkiye
| | - Alper Kiraz
- Department of Physics, Koç University, 34450 Istanbul, Türkiye
- Department of Electrical and Electronics Engineering, Koç University, 34450 Istanbul, Türkiye
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Türkiye
- Koç University Research Center for Translational Medicine (KUTTAM), 34450 Istanbul, Türkiye
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4
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Sahin AT, Yurtseven A, Dadmand S, Ozcan G, Akarlar BA, Kucuk NEO, Senturk A, Ergonul O, Can F, Tuncbag N, Ozlu N. Plasma proteomics identify potential severity biomarkers from COVID-19 associated network. Proteomics Clin Appl 2023; 17:e2200070. [PMID: 36217943 PMCID: PMC9874836 DOI: 10.1002/prca.202200070] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 09/27/2022] [Accepted: 10/07/2022] [Indexed: 11/05/2022]
Abstract
PURPOSE Coronavirus disease 2019 (COVID-19) continues to threaten public health globally. Severe acute respiratory coronavirus type 2 (SARS-CoV-2) infection-dependent alterations in the host cell signaling network may unveil potential target proteins and pathways for therapeutic strategies. In this study, we aim to define early severity biomarkers and monitor altered pathways in the course of SARS-CoV-2 infection. EXPERIMENTAL DESIGN We systematically analyzed plasma proteomes of COVID-19 patients from Turkey by using mass spectrometry. Different severity grades (moderate, severe, and critical) and periods of disease (early, inflammatory, and recovery) are monitored. Significant alterations in protein expressions are used to reconstruct the COVID-19 associated network that was further extended to connect viral and host proteins. RESULTS Across all COVID-19 patients, 111 differentially expressed proteins were found, of which 28 proteins were unique to our study mainly enriching in immunoglobulin production. By monitoring different severity grades and periods of disease, CLEC3B, MST1, and ITIH2 were identified as potential early predictors of COVID-19 severity. Most importantly, we extended the COVID-19 associated network with viral proteins and showed the connectedness of viral proteins with human proteins. The most connected viral protein ORF8, which has a role in immune evasion, targets many host proteins tightly connected to the deregulated human plasma proteins. CONCLUSIONS AND CLINICAL RELEVANCE Plasma proteomes from critical patients are intrinsically clustered in a distinct group than severe and moderate patients. Importantly, we did not recover any grouping based on the infection period, suggesting their distinct proteome even in the recovery phase. The new potential early severity markers can be further studied for their value in the clinics to monitor COVID-19 prognosis. Beyond the list of plasma proteins, our disease-associated network unravels altered pathways, and the possible therapeutic targets in SARS-CoV-2 infection by connecting human and viral proteins. Follow-up studies on the disease associated network that we propose here will be useful to determine molecular details of viral perturbation and to address how the infection affects human physiology.
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Affiliation(s)
- Ayse Tugce Sahin
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey.,Graduate School of Science and Engineering, Koc University, Istanbul, Turkey
| | - Ali Yurtseven
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey.,Graduate School of Science and Engineering, Koc University, Istanbul, Turkey
| | - Sina Dadmand
- Graduate School of Science and Engineering, Koc University, Istanbul, Turkey.,Department of Chemical and Biological Engineering, Koc University, Istanbul, Turkey
| | - Gulin Ozcan
- Koc University Research Center for Translational Medicine (KUTTAM), Istanbul, Turkey.,Graduate School of Health Sciences, Koc University, Istanbul, Turkey
| | - Busra A Akarlar
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey.,Department of Chemical and Biological Engineering, Koc University, Istanbul, Turkey
| | - Nazli Ezgi Ozkan Kucuk
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey.,Department of Chemical and Biological Engineering, Koc University, Istanbul, Turkey
| | - Aydanur Senturk
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
| | - Onder Ergonul
- Graduate School of Health Sciences, Koc University, Istanbul, Turkey.,Koc University Is Bank Research Center for Infectious Diseases (KUISCID), Istanbul, Turkey
| | - Fusun Can
- Graduate School of Health Sciences, Koc University, Istanbul, Turkey.,Department of Infectious Diseases, School of Medicine, Koc University, Istanbul, Turkey
| | - Nurcan Tuncbag
- Department of Chemical and Biological Engineering, Koc University, Istanbul, Turkey.,Department of Medical Microbiology, School of Medicine, Koc University, Istanbul, Turkey.,Department of Medical Biology, School of Medicine, Koc University, Istanbul, Turkey
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey.,Department of Chemical and Biological Engineering, Koc University, Istanbul, Turkey.,Department of Medical Biology, School of Medicine, Koc University, Istanbul, Turkey
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5
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Gul S, Akyel YK, Gul ZM, Isin S, Ozcan O, Korkmaz T, Selvi S, Danis I, Ipek OS, Aygenli F, Taskin AC, Akarlar BA, Ozlu N, Ozturk N, Ozturk N, Ünal DÖ, Guzel M, Turkay M, Okyar A, Kavakli IH. Discovery of a small molecule that selectively destabilizes Cryptochrome 1 and enhances life span in p53 knockout mice. Nat Commun 2022; 13:6742. [PMID: 36347873 PMCID: PMC9643396 DOI: 10.1038/s41467-022-34582-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Accepted: 10/31/2022] [Indexed: 11/09/2022] Open
Abstract
Cryptochromes are negative transcriptional regulators of the circadian clock in mammals. It is not clear how reducing the level of endogenous CRY1 in mammals will affect circadian rhythm and the relation of such a decrease with apoptosis. Here, we discovered a molecule (M47) that destabilizes Cryptochrome 1 (CRY1) both in vitro and in vivo. The M47 selectively enhanced the degradation rate of CRY1 by increasing its ubiquitination and resulted in increasing the circadian period length of U2OS Bmal1-dLuc cells. In addition, subcellular fractionation studies from mice liver indicated that M47 increased degradation of the CRY1 in the nucleus. Furthermore, M47-mediated CRY1 reduction enhanced oxaliplatin-induced apoptosis in Ras-transformed p53 null fibroblast cells. Systemic repetitive administration of M47 increased the median lifespan of p53-/- mice by ~25%. Collectively our data suggest that M47 is a promising molecule to treat forms of cancer depending on the p53 mutation.
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Affiliation(s)
- Seref Gul
- grid.15876.3d0000000106887552Department of Chemical and Biological Engineering, Koc University, 34450 Sariyer-Istanbul, Turkey ,grid.9601.e0000 0001 2166 6619Present Address: Department of Biology, Biotechnology Division, İstanbul University, TR-34116 Beyazit-Istanbul, Turkey
| | - Yasemin Kubra Akyel
- grid.9601.e0000 0001 2166 6619Faculty of Pharmacy, Department of Pharmacology, İstanbul University, TR-34116 Beyazit-Istanbul, Turkey ,grid.411781.a0000 0004 0471 9346Present Address: School of Medicine, Department of Medical Pharmacology, Istanbul Medipol University, Istanbul, Turkey
| | - Zeynep Melis Gul
- grid.15876.3d0000000106887552Department of Molecular Biology and Genetics, Koc University, İstanbul, Turkey
| | - Safak Isin
- grid.15876.3d0000000106887552Department of Molecular Biology and Genetics, Koc University, İstanbul, Turkey
| | - Onur Ozcan
- grid.15876.3d0000000106887552Department of Molecular Biology and Genetics, Koc University, İstanbul, Turkey
| | - Tuba Korkmaz
- grid.448834.70000 0004 0595 7127Department of Molecular Biology and Genetics, Gebze Technical University, Gebze, 41400 Kocaeli, Turkey
| | - Saba Selvi
- grid.448834.70000 0004 0595 7127Department of Molecular Biology and Genetics, Gebze Technical University, Gebze, 41400 Kocaeli, Turkey
| | - Ibrahim Danis
- grid.9601.e0000 0001 2166 6619Faculty of Pharmacy, Department of Analytical Chemistry, İstanbul University, TR-34116 Beyazit-Istanbul, Turkey ,grid.9601.e0000 0001 2166 6619İstanbul University Drug Research and Application Center (ILAM), TR-34116 Beyazıt-Istanbul, Turkey
| | - Ozgecan Savlug Ipek
- grid.411781.a0000 0004 0471 9346Regenerative and Restorative Medicine Research Center (REMER), İstanbul Medipol University, Kavacik Campus, Kavacik-Beykoz/Istanbul, 34810 Turkey ,grid.38575.3c0000 0001 2337 3561Department of Chemistry, Graduate School of Natural and Applied Sciences, Yildiz Technical University, Besiktas/Istanbul, 34349 Turkey
| | - Fatih Aygenli
- grid.448834.70000 0004 0595 7127Department of Molecular Biology and Genetics, Gebze Technical University, Gebze, 41400 Kocaeli, Turkey
| | - Ali Cihan Taskin
- grid.15876.3d0000000106887552Animal Research Facility, Research Center for Translational Medicine, Koc University, Rumelifeneri yolu, 34450 Sariyer-Istanbul, Turkey
| | - Büşra Aytül Akarlar
- grid.15876.3d0000000106887552Department of Molecular Biology and Genetics, Koc University, İstanbul, Turkey
| | - Nurhan Ozlu
- grid.15876.3d0000000106887552Department of Molecular Biology and Genetics, Koc University, İstanbul, Turkey
| | - Nuri Ozturk
- grid.448834.70000 0004 0595 7127Department of Molecular Biology and Genetics, Gebze Technical University, Gebze, 41400 Kocaeli, Turkey
| | - Narin Ozturk
- grid.9601.e0000 0001 2166 6619Faculty of Pharmacy, Department of Pharmacology, İstanbul University, TR-34116 Beyazit-Istanbul, Turkey
| | - Durişehvar Özer Ünal
- grid.9601.e0000 0001 2166 6619Faculty of Pharmacy, Department of Analytical Chemistry, İstanbul University, TR-34116 Beyazit-Istanbul, Turkey ,grid.9601.e0000 0001 2166 6619İstanbul University Drug Research and Application Center (ILAM), TR-34116 Beyazıt-Istanbul, Turkey
| | - Mustafa Guzel
- grid.411781.a0000 0004 0471 9346Regenerative and Restorative Medicine Research Center (REMER), İstanbul Medipol University, Kavacik Campus, Kavacik-Beykoz/Istanbul, 34810 Turkey ,grid.411781.a0000 0004 0471 9346International School of Medicine, Department of Medical Pharmacology, Kavacik Campus, İstanbul Medipol University, Kavacik-Beykoz/Istanbul, 34810 Turkey
| | - Metin Turkay
- grid.15876.3d0000000106887552Department of Industrial Engineering, Koc University, Istanbul, Turkey
| | - Alper Okyar
- grid.9601.e0000 0001 2166 6619Faculty of Pharmacy, Department of Pharmacology, İstanbul University, TR-34116 Beyazit-Istanbul, Turkey
| | - Ibrahim Halil Kavakli
- grid.15876.3d0000000106887552Department of Chemical and Biological Engineering, Koc University, 34450 Sariyer-Istanbul, Turkey ,grid.15876.3d0000000106887552Department of Molecular Biology and Genetics, Koc University, İstanbul, Turkey
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6
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Qureshi MH, Ozlu N, Bayraktar H. Adaptive tracking algorithm for trajectory analysis of cells and layer-by-layer assessment of motility dynamics. Comput Biol Med 2022; 150:106193. [PMID: 37859286 DOI: 10.1016/j.compbiomed.2022.106193] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 09/26/2022] [Accepted: 10/08/2022] [Indexed: 11/03/2022]
Abstract
Tracking biological objects such as cells or subcellular components imaged with time-lapse microscopy enables us to understand the molecular principles about the dynamics of cell behaviors. However, automatic object detection, segmentation and extracting trajectories remain as a rate-limiting step due to intrinsic challenges of video processing. This paper presents an adaptive tracking algorithm (Adtari) that automatically finds the optimum search radius and cell linkages to determine trajectories in consecutive frames. A critical assumption in most tracking studies is that displacement remains unchanged throughout the movie and cells in a few frames are usually analyzed to determine its magnitude. Tracking errors and inaccurate association of cells may occur if the user does not correctly evaluate the value or prior knowledge is not present on cell movement. The key novelty of our method is that minimum intercellular distance and maximum displacement of cells between frames are dynamically computed and used to determine the threshold distance. Since the space between cells is highly variable in a given frame, our software recursively alters the magnitude to determine all plausible matches in the trajectory analysis. Our method therefore eliminates a major preprocessing step where a constant distance was used to determine the neighbor cells in tracking methods. Cells having multiple overlaps and splitting events were further evaluated by using the shape attributes including perimeter, area, ellipticity and distance. The features were applied to determine the closest matches by minimizing the difference in their magnitudes. Finally, reporting section of our software were used to generate instant maps by overlaying cell features and trajectories. Adtari was validated by using videos with variable signal-to-noise, contrast ratio and cell density. We compared the adaptive tracking with constant distance and other methods to evaluate performance and its efficiency. Our algorithm yields reduced mismatch ratio, increased ratio of whole cell track, higher frame tracking efficiency and allows layer-by-layer assessment of motility to characterize single-cells. Adaptive tracking provides a reliable, accurate, time efficient and user-friendly open source software that is well suited for analysis of 2D fluorescence microscopy video datasets.
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Affiliation(s)
- Mohammad Haroon Qureshi
- Department of Molecular Biology and Genetics, Koç University, Rumelifeneri Yolu, Sariyer, 34450, Istanbul, Turkey; Center for Translational Research, Koç University, Rumelifeneri Yolu, Sariyer, 34450, Istanbul, Turkey
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Koç University, Rumelifeneri Yolu, Sariyer, 34450, Istanbul, Turkey
| | - Halil Bayraktar
- Department of Molecular Biology and Genetics, Istanbul Technical University, Maslak, Sariyer, 34467, Istanbul, Turkey.
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7
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Senturk A, Sahin AT, Armutlu A, Kiremit MC, Acar O, Erdem S, Bagbudar S, Esen T, Ozlu N. Quantitative Phosphoproteomics Analysis Uncovers PAK2- and CDK1-Mediated Malignant Signaling Pathways in Clear Cell Renal Cell Carcinoma. Mol Cell Proteomics 2022; 21:100417. [PMID: 36152754 PMCID: PMC9637947 DOI: 10.1016/j.mcpro.2022.100417] [Citation(s) in RCA: 1] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 08/23/2022] [Accepted: 09/19/2022] [Indexed: 01/18/2023] Open
Abstract
Clear cell Renal Cell Carcinoma (ccRCC) is among the 10 most common cancers in both men and women and causes more than 140,000 deaths worldwide every year. In order to elucidate the underlying molecular mechanisms orchestrated by phosphorylation modifications, we performed a comprehensive quantitative phosphoproteomics characterization of ccRCC tumor and normal adjacent tissues. Here, we identified 16,253 phosphopeptides, of which more than 9000 were singly quantified. Our in-depth analysis revealed 600 phosphopeptides to be significantly differentially regulated between tumor and normal tissues. Moreover, our data revealed that significantly up-regulated phosphoproteins are associated with protein synthesis and cytoskeletal re-organization which suggests proliferative and migratory behavior of renal tumors. This is supported by a mesenchymal profile of ccRCC phosphorylation events. Our rigorous characterization of the renal phosphoproteome also suggests that both epidermal growth factor receptor and vascular endothelial growth factor receptor are important mediators of phospho signaling in RCC pathogenesis. Furthermore, we determined the kinases p21-activated kinase 2, cyclin-dependent kinase 1 and c-Jun N-terminal kinase 1 to be master kinases that are responsible for phosphorylation of many substrates associated with cell proliferation, inflammation and migration. Moreover, high expression of p21-activated kinase 2 is associated with worse survival outcome of ccRCC patients. These master kinases are targetable by inhibitory drugs such as fostamatinib, minocycline, tamoxifen and bosutinib which can serve as novel therapeutic agents for ccRCC treatment.
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Affiliation(s)
- Aydanur Senturk
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
| | - Ayse T. Sahin
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
| | - Ayse Armutlu
- Department of Pathology, Koc University School of Medicine, Istanbul, Turkey
| | - Murat Can Kiremit
- Department of Urology, Koc University School of Medicine, Istanbul, Turkey
| | - Omer Acar
- Department of Urology, Koc University School of Medicine, Istanbul, Turkey
| | - Selcuk Erdem
- Department of Urology, Istanbul University, Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Sidar Bagbudar
- Department of Pathology, Istanbul University, Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Tarik Esen
- Department of Urology, Koc University School of Medicine, Istanbul, Turkey
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey,Koc University Research Center for Translational Medicine (KUTTAM), Omics Laboratory, Istanbul, Turkey,For correspondence: Nurhan Ozlu
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8
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Gul H, Selvi S, Yilmaz F, Ozcelik G, Olfaz‐Aslan S, Yazan S, Tiryaki B, Gul S, Yurtseven A, Kavakli IH, Ozlu N, Ozturk N. Proteome analysis of the circadian clock protein PERIOD2. Proteins 2022; 90:1315-1330. [DOI: 10.1002/prot.26314] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 01/25/2022] [Accepted: 01/29/2022] [Indexed: 12/17/2022]
Affiliation(s)
- Huseyin Gul
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Saba Selvi
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Fatma Yilmaz
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Gozde Ozcelik
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Senanur Olfaz‐Aslan
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Seyma Yazan
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Busra Tiryaki
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Seref Gul
- Department of Biology Istanbul University Istanbul Turkey
| | - Ali Yurtseven
- Department of Molecular Biology and Genetics Koc University Istanbul Turkey
| | - Ibrahim Halil Kavakli
- Department of Molecular Biology and Genetics Koc University Istanbul Turkey
- Department of Chemical and Biological Engineering Koc University Istanbul Turkey
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics Koc University Istanbul Turkey
| | - Nuri Ozturk
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
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9
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Golchoubian B, Brunner A, Bragulat-Teixidor H, Neuner A, Akarlar BA, Ozlu N, Schlaitz AL. Reticulon-like REEP4 at the inner nuclear membrane promotes nuclear pore complex formation. J Cell Biol 2022; 221:212893. [PMID: 34874453 PMCID: PMC8656412 DOI: 10.1083/jcb.202101049] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [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: 01/09/2021] [Revised: 10/11/2021] [Accepted: 11/18/2021] [Indexed: 12/11/2022] Open
Abstract
Nuclear pore complexes (NPCs) are channels within the nuclear envelope that mediate nucleocytoplasmic transport. NPCs form within the closed nuclear envelope during interphase or assemble concomitantly with nuclear envelope reformation in late stages of mitosis. Both interphase and mitotic NPC biogenesis require coordination of protein complex assembly and membrane deformation. During early stages of mitotic NPC assembly, a seed for new NPCs is established on chromatin, yet the factors connecting the NPC seed to the membrane of the forming nuclear envelope are unknown. Here, we report that the reticulon homology domain protein REEP4 not only localizes to high-curvature membrane of the cytoplasmic endoplasmic reticulum but is also recruited to the inner nuclear membrane by the NPC biogenesis factor ELYS. This ELYS-recruited pool of REEP4 promotes NPC assembly and appears to be particularly important for NPC formation during mitosis. These findings suggest a role for REEP4 in coordinating nuclear envelope reformation with mitotic NPC biogenesis.
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Affiliation(s)
- Banafsheh Golchoubian
- Centre for Molecular Biology of Heidelberg University, Heidelberg, Germany.,Biochemistry Centre of Heidelberg University, Heidelberg, Germany
| | - Andreas Brunner
- Centre for Molecular Biology of Heidelberg University, Heidelberg, Germany
| | | | - Annett Neuner
- Centre for Molecular Biology of Heidelberg University, Heidelberg, Germany
| | - Busra A Akarlar
- Department of Molecular Biology and Genetics, Koç University, Istanbul, Turkey
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Koç University, Istanbul, Turkey
| | - Anne-Lore Schlaitz
- Centre for Molecular Biology of Heidelberg University, Heidelberg, Germany.,Biochemistry Centre of Heidelberg University, Heidelberg, Germany
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10
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Kamacioglu A, Tuncbag N, Ozlu N. Structural analysis of mammalian protein phosphorylation at a proteome level. Structure 2021; 29:1219-1229.e3. [PMID: 34192515 DOI: 10.1016/j.str.2021.06.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 04/07/2021] [Accepted: 06/04/2021] [Indexed: 10/21/2022]
Abstract
Phosphorylation is an essential post-translational modification for almost all cellular processes. Several global phosphoproteomics analyses have revealed phosphorylation profiles under different conditions. Beyond identification of phospho-sites, protein structures add another layer of information about their functionality. In this study, we systematically characterize phospho-sites based on their 3D locations in the protein and establish a location map for phospho-sites. More than 250,000 phospho-sites have been analyzed, of which 8,686 sites match at least one structure and are stratified based on their respective 3D positions. Core phospho-sites possess two distinct groups based on their dynamicity. Dynamic core phosphorylations are significantly more functional compared with static ones. The dynamic core and the interface phospho-sites are the most functional among all 3D phosphorylation groups. Our analysis provides global characterization and stratification of phospho-sites from a structural perspective that can be utilized for predicting functional relevance and filtering out false positives in phosphoproteomic studies.
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Affiliation(s)
- Altug Kamacioglu
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
| | - Nurcan Tuncbag
- Chemical and Biological Engineering, College of Engineering, Koc University, 34450 Istanbul, Turkey; School of Medicine, Koc University, 34450 Istanbul, Turkey; Koc University Research Center for Translational Medicine (KUTTAM), 34450 Istanbul, Turkey.
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey; School of Medicine, Koc University, 34450 Istanbul, Turkey; Koc University Research Center for Translational Medicine (KUTTAM), 34450 Istanbul, Turkey.
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11
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Senturk A, Sahin AT, Armutlu A, Kiremit MC, Acar O, Erdem S, Bagbudar S, Esen T, Tuncbag N, Ozlu N. Quantitative Proteomics Identifies Secreted Diagnostic Biomarkers as well as Tumor-Dependent Prognostic Targets for Clear Cell Renal Cell Carcinoma. Mol Cancer Res 2021; 19:1322-1337. [PMID: 33975903 DOI: 10.1158/1541-7786.mcr-21-0004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 03/12/2021] [Accepted: 04/30/2021] [Indexed: 11/16/2022]
Abstract
Clear cell renal cell carcinoma (ccRCC) is the third most common and most malignant urological cancer, with a 5-year survival rate of 10% for patients with advanced tumors. Here, we identified 10,160 unique proteins by in-depth quantitative proteomics, of which 955 proteins were significantly regulated between tumor and normal adjacent tissues. We verified four putatively secreted biomarker candidates, namely, PLOD2, FERMT3, SPARC, and SIRPα, as highly expressed proteins that are not affected by intratumor and intertumor heterogeneity. Moreover, SPARC displayed a significant increase in urine samples of patients with ccRCC, making it a promising marker for the detection of the disease in body fluids. Furthermore, based on molecular expression profiles, we propose a biomarker panel for the robust classification of ccRCC tumors into two main clusters, which significantly differed in patient outcome with an almost three times higher risk of death for cluster 1 tumors compared with cluster 2 tumors. Moreover, among the most significant clustering proteins, 13 were targets of repurposed inhibitory FDA-approved drugs. Our rigorous proteomics approach identified promising diagnostic and tumor-discriminative biomarker candidates which can serve as therapeutic targets for the treatment of ccRCC. IMPLICATIONS: Our in-depth quantitative proteomics analysis of ccRCC tissues identifies the putatively secreted protein SPARC as a promising urine biomarker and reveals two molecular tumor phenotypes.
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Affiliation(s)
- Aydanur Senturk
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
| | - Ayse T Sahin
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
| | - Ayse Armutlu
- Department of Pathology, Koc University School of Medicine, Istanbul, Turkey
| | - Murat C Kiremit
- Department of Urology, Koc University School of Medicine, Istanbul, Turkey
| | - Omer Acar
- Department of Urology, Koc University School of Medicine, Istanbul, Turkey
| | - Selcuk Erdem
- Department of Urology, Istanbul University, Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Sidar Bagbudar
- Department of Pathology, Istanbul University, Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Tarik Esen
- Department of Urology, Koc University School of Medicine, Istanbul, Turkey
| | - Nurcan Tuncbag
- Department of Chemical and Biological Engineering, Koc University, Istanbul, Turkey.,Koc University Research Center for Translational Medicine (KUTTAM), Istanbul, Turkey
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey. .,Koc University Research Center for Translational Medicine (KUTTAM), Istanbul, Turkey
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12
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Arioz BI, Tufekci KU, Olcum M, Durur DY, Akarlar BA, Ozlu N, Bagriyanik HA, Keskinoglu P, Yener G, Genc S. Proteome profiling of neuron-derived exosomes in Alzheimer's disease reveals hemoglobin as a potential biomarker. Neurosci Lett 2021; 755:135914. [PMID: 33901610 DOI: 10.1016/j.neulet.2021.135914] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [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: 10/06/2020] [Revised: 04/15/2021] [Accepted: 04/21/2021] [Indexed: 12/15/2022]
Abstract
Alzheimer's disease is a chronic and progressive neurodegenerative disorder, which is the most common cause of dementia worldwide. Although amyloid plaques and neurofibrillary tangles are identified as the hallmarks of the disease, the only valid diagnostic method yet is post-mortem imaging of these molecules in brain sections. Exosome is a type of extracellular vesicles secreted into extracellular space and plays fundamental roles in healthy and pathological conditions, including cell-to-cell communication. In this study, we aimed to investigate the proteomic contents of neuron-derived exosomes (NDEs) from AD patients and healthy controls (HCs) to identify a possible marker for AD diagnosis. We identified alpha-globin, beta-globin, and delta-globin increase in neuron-derived exosomes of AD patients compared to HCs with LC-MS/MS proteomics analysis. Then, we confirmed the high hemoglobin (Hb) level in NDEs of AD patients with ELISA. We found the area under the curve of hemoglobin level as 0.6913 with ROC analysis. Cargo proteins of NDEs may be useful diagnostic biomarker for AD.
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Affiliation(s)
- Burak Ibrahim Arioz
- Izmir Biomedicine and Genome Center, Izmir, Turkey; Izmir International Biomedicine and Genome Institute, Dokuz Eylul University, Izmir, Turkey
| | - Kemal Ugur Tufekci
- Vocational School of Health Services, Izmir Democracy University, Izmir, Turkey
| | - Melis Olcum
- Izmir Biomedicine and Genome Center, Izmir, Turkey
| | - Devrim Yagmur Durur
- Izmir Biomedicine and Genome Center, Izmir, Turkey; Izmir International Biomedicine and Genome Institute, Dokuz Eylul University, Izmir, Turkey
| | - Busra A Akarlar
- Department of Molecular Biology and Genetics, Faculty of Science, Koc University, Istanbul, Turkey
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Faculty of Science, Koc University, Istanbul, Turkey
| | - H Alper Bagriyanik
- Izmir Biomedicine and Genome Center, Izmir, Turkey; Department of Histology and Embryology, Faculty of Medicine, Dokuz Eylul University, Izmir, Turkey
| | - Pembe Keskinoglu
- Department of Biostatistics and Medical Informatics, Faculty of Medicine, Dokuz Eylul University, Izmir, Turkey
| | - Görsev Yener
- Izmir Biomedicine and Genome Center, Izmir, Turkey; Department of Neuroscience, Health Science Institute, Dokuz Eylul University, Izmir, Turkey; Department of Neurology, Faculty of Medicine, Dokuz Eylul University, Izmir, Turkey
| | - Sermin Genc
- Izmir Biomedicine and Genome Center, Izmir, Turkey; Izmir International Biomedicine and Genome Institute, Dokuz Eylul University, Izmir, Turkey; Department of Neuroscience, Health Science Institute, Dokuz Eylul University, Izmir, Turkey.
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13
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Akkaya C, Atak D, Kamacioglu A, Akarlar BA, Guner G, Bayam E, Taskin AC, Ozlu N, Ince-Dunn G. Roles of developmentally regulated KIF2A alternative isoforms in cortical neuron migration and differentiation. Development 2021; 148:dev.192674. [PMID: 33531432 DOI: 10.1242/dev.192674] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [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: 05/08/2020] [Accepted: 01/18/2021] [Indexed: 11/20/2022]
Abstract
KIF2A is a kinesin motor protein with essential roles in neural progenitor division and axonal pruning during brain development. However, how different KIF2A alternative isoforms function during development of the cerebral cortex is not known. Here, we focus on three Kif2a isoforms expressed in the developing cortex. We show that Kif2a is essential for dendritic arborization in mice and that the functions of all three isoforms are sufficient for this process. Interestingly, only two of the isoforms can sustain radial migration of cortical neurons; a third isoform, lacking a key N-terminal region, is ineffective. By proximity-based interactome mapping for individual isoforms, we identify previously known KIF2A interactors, proteins localized to the mitotic spindle poles and, unexpectedly, also translation factors, ribonucleoproteins and proteins that are targeted to organelles, prominently to the mitochondria. In addition, we show that a KIF2A mutation, which causes brain malformations in humans, has extensive changes to its proximity-based interactome, with depletion of mitochondrial proteins identified in the wild-type KIF2A interactome. Our data raises new insights about the importance of alternative splice variants during brain development.
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Affiliation(s)
- Cansu Akkaya
- Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Turkey
| | - Dila Atak
- Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Turkey
| | - Altug Kamacioglu
- Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Turkey
| | - Busra Aytul Akarlar
- Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Turkey
| | - Gokhan Guner
- Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Turkey
| | - Efil Bayam
- Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Turkey
| | - Ali Cihan Taskin
- Embryo Manipulation Laboratory, Animal Research Facility, Translational Medicine Research Center, Koç University, 34450 Istanbul, Turkey
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Turkey
| | - Gulayse Ince-Dunn
- Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Turkey .,Stem Cells and Metabolism Research Program, Faculty of Medicine, University of Helsinki, 00290 Helsinki, Finland
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14
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Akdag M, Yunt ZS, Kamacioglu A, Qureshi MH, Akarlar BA, Ozlu N. Proximal Biotinylation-Based Combinatory Approach for Isolating Integral Plasma Membrane Proteins. J Proteome Res 2020; 19:3583-3592. [DOI: 10.1021/acs.jproteome.0c00113] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Mehmet Akdag
- Department of Molecular Biology and Genetics, Koc University, Istanbul 34450, Turkey
| | - Zeynep Sabahat Yunt
- Department of Molecular Biology and Genetics, Koc University, Istanbul 34450, Turkey
| | - Altug Kamacioglu
- Department of Molecular Biology and Genetics, Koc University, Istanbul 34450, Turkey
| | | | - Busra A. Akarlar
- Department of Molecular Biology and Genetics, Koc University, Istanbul 34450, Turkey
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Koc University, Istanbul 34450, Turkey
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15
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Uretmen Kagiali ZC, Saner N, Akdag M, Sanal E, Degirmenci BS, Mollaoglu G, Ozlu N. CLIC4 and CLIC1 bridge plasma membrane and cortical actin network for a successful cytokinesis. Life Sci Alliance 2019; 3:3/2/e201900558. [PMID: 31879279 PMCID: PMC6933522 DOI: 10.26508/lsa.201900558] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [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: 09/19/2019] [Revised: 12/20/2019] [Accepted: 12/20/2019] [Indexed: 11/24/2022] Open
Abstract
CLIC members are required for the progression of cytokinesis by coupling the plasma membrane and cortical actin network at the cleavage furrow and polar cortex. CLIC4 and CLIC1 are members of the well-conserved chloride intracellular channel proteins (CLICs) structurally related to glutathione-S-transferases. Here, we report new roles of CLICs in cytokinesis. At the onset of cytokinesis, CLIC4 accumulates at the cleavage furrow and later localizes to the midbody in a RhoA-dependent manner. The cell cycle–dependent localization of CLIC4 is abolished when its glutathione S-transferase activity–related residues (C35A and F37D) are mutated. Ezrin, anillin, and ALIX are identified as interaction partners of CLIC4 at the cleavage furrow and midbody. Strikingly, CLIC4 facilitates the activation of ezrin at the cleavage furrow and reciprocally inhibition of ezrin activation diminishes the translocation of CLIC4 to the cleavage furrow. Furthermore, knockouts of CLIC4and CLIC1 cause abnormal blebbing at the polar cortex and regression of the cleavage furrow at late cytokinesis leading to multinucleated cells. We conclude that CLIC4 and CLIC1 function together with ezrin where they bridge plasma membrane and actin cytoskeleton at the polar cortex and cleavage furrow to promote cortical stability and successful completion of cytokinesis in mammalian cells.
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Affiliation(s)
| | - Nazan Saner
- Department of Molecular Biology and Genetics, Koç University, Istanbul, Turkey
| | - Mehmet Akdag
- Department of Molecular Biology and Genetics, Koç University, Istanbul, Turkey
| | - Erdem Sanal
- Department of Molecular Biology and Genetics, Koç University, Istanbul, Turkey
| | | | - Gurkan Mollaoglu
- Department of Molecular Biology and Genetics, Koç University, Istanbul, Turkey
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Koç University, Istanbul, Turkey .,Koç University Research Center for Translational Medicine (KUTTAM), Istanbul, Turkey
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16
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Uretmen Kagiali ZC, Sanal E, Karayel Ö, Polat AN, Saatci Ö, Ersan PG, Trappe K, Renard BY, Önder TT, Tuncbag N, Şahin Ö, Ozlu N. Systems-level Analysis Reveals Multiple Modulators of Epithelial-mesenchymal Transition and Identifies DNAJB4 and CD81 as Novel Metastasis Inducers in Breast Cancer. Mol Cell Proteomics 2019; 18:1756-1771. [PMID: 31221721 PMCID: PMC6731077 DOI: 10.1074/mcp.ra119.001446] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [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: 03/15/2019] [Revised: 05/21/2019] [Indexed: 01/01/2023] Open
Abstract
Epithelial-mesenchymal transition (EMT) is driven by complex signaling events that induce dramatic biochemical and morphological changes whereby epithelial cells are converted into cancer cells. However, the underlying molecular mechanisms remain elusive. Here, we used mass spectrometry based quantitative proteomics approach to systematically analyze the post-translational biochemical changes that drive differentiation of human mammary epithelial (HMLE) cells into mesenchymal. We identified 314 proteins out of more than 6,000 unique proteins and 871 phosphopeptides out of more than 7,000 unique phosphopeptides as differentially regulated. We found that phosphoproteome is more unstable and prone to changes during EMT compared with the proteome and multiple alterations at proteome level are not thoroughly represented by transcriptional data highlighting the necessity of proteome level analysis. We discovered cell state specific signaling pathways, such as Hippo, sphingolipid signaling, and unfolded protein response (UPR) by modeling the networks of regulated proteins and potential kinase-substrate groups. We identified two novel factors for EMT whose expression increased on EMT induction: DnaJ heat shock protein family (Hsp40) member B4 (DNAJB4) and cluster of differentiation 81 (CD81). Suppression of DNAJB4 or CD81 in mesenchymal breast cancer cells resulted in decreased cell migration in vitro and led to reduced primary tumor growth, extravasation, and lung metastasis in vivo Overall, we performed the global proteomic and phosphoproteomic analyses of EMT, identified and validated new mRNA and/or protein level modulators of EMT. This work also provides a unique platform and resource for future studies focusing on metastasis and drug resistance.
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Affiliation(s)
| | - Erdem Sanal
- ‡Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Turkey
| | - Özge Karayel
- ‡Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Turkey
| | - Ayse Nur Polat
- ‡Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Turkey
| | - Özge Saatci
- §Department of Drug Discovery and Biomedical Sciences, University of South Carolina, Columbia, SC 29208
| | - Pelin Gülizar Ersan
- ¶Department of Molecular Biology and Genetics, Faculty of Science, Bilkent University, 06800 Ankara, Turkey
| | - Kathrin Trappe
- ‖Bioinformatics Unit (MF1), Robert Koch Institute, 13353 Berlin, Germany
| | - Bernhard Y Renard
- ‖Bioinformatics Unit (MF1), Robert Koch Institute, 13353 Berlin, Germany
| | - Tamer T Önder
- **Koç University Research Center for Translational Medicine (KUTTAM), 34450 Istanbul, Turkey; ‡‡School of Medicine, Koç University, 34450 Istanbul, Turkey
| | - Nurcan Tuncbag
- §§Graduate School of Informatics, Department of Health Informatics, METU, 06800 Ankara, Turkey; ¶¶Cancer Systems Biology Laboratory (CanSyL), METU, 06800 Ankara, Turkey
| | - Özgür Şahin
- §Department of Drug Discovery and Biomedical Sciences, University of South Carolina, Columbia, SC 29208; ¶Department of Molecular Biology and Genetics, Faculty of Science, Bilkent University, 06800 Ankara, Turkey
| | - Nurhan Ozlu
- ‡Department of Molecular Biology and Genetics, Koç University, 34450 Istanbul, Turkey; **Koç University Research Center for Translational Medicine (KUTTAM), 34450 Istanbul, Turkey.
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17
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Toyoda Y, Akarlar B, Sarov M, Ozlu N, Saitoh S. Extracellular glucose level regulates dependence on
GRP
78 for cell surface localization of multipass transmembrane proteins in HeLa cells. FEBS Lett 2018; 592:3295-3304. [DOI: 10.1002/1873-3468.13232] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Revised: 08/20/2018] [Accepted: 08/21/2018] [Indexed: 12/18/2022]
Affiliation(s)
| | - Busra Akarlar
- Department of Molecular Biology and Genetics Koc University Istanbul Turkey
| | - Mihail Sarov
- Max Planck Institute of Molecular Cell Biology and Genetics Dresden Germany
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics Koc University Istanbul Turkey
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18
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Unsal E, Degirmenci B, Harmanda B, Erman B, Ozlu N. A small molecule identified through an in silico screen inhibits Aurora B-INCENP interaction. Chem Biol Drug Des 2016; 88:783-794. [PMID: 27390292 DOI: 10.1111/cbdd.12816] [Citation(s) in RCA: 5] [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: 04/27/2016] [Revised: 07/07/2016] [Accepted: 06/18/2016] [Indexed: 12/23/2022]
Abstract
Aurora B is a serine/threonine kinase that has a central role in the regulation of mitosis. The observation of Aurora B overexpression in cancer makes it a promising target to develop antitumoral inhibitors. We describe a new potential inhibitor that exclusively targets the interaction site of Aurora B and its activator INCENP. We performed a structure-based virtual screening and determined five potential candidates of 200 000 compounds, which selectively bind to the Aurora B::INCENP interaction site, but not to the ATP-binding site (kinase pocket) of Aurora B or other related kinases. Further characterization in vivo validated the inhibitory role of one of these five compounds in Aurora B::INCENP complex formation and exhibited hallmarks of Aurora inhibition such as chromosome congression and segregation defects that interfere with the progression into cytokinesis and result in multinuclear cells. Our results provide an alternative approach on the way of exploring specific kinase inhibitors.
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Affiliation(s)
- Esra Unsal
- Department of Molecular Biology and Genetics, Koç University, Istanbul, Turkey
| | - Bahar Degirmenci
- Department of Chemical and Biological Engineering, Koç University, Istanbul, Turkey
| | - Büşra Harmanda
- Department of Molecular Biology and Genetics, Koç University, Istanbul, Turkey
| | - Burak Erman
- Department of Chemical and Biological Engineering, Koç University, Istanbul, Turkey
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Koç University, Istanbul, Turkey.
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19
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Singh SA, Winter D, Kirchner M, Chauhan R, Ahmed S, Ozlu N, Tzur A, Steen JA, Steen H. Co-regulation proteomics reveals substrates and mechanisms of APC/C-dependent degradation. EMBO J 2014; 33:385-99. [PMID: 24510915 DOI: 10.1002/embj.201385876] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Using multiplexed quantitative proteomics, we analyzed cell cycle-dependent changes of the human proteome. We identified >4,400 proteins, each with a six-point abundance profile across the cell cycle. Hypothesizing that proteins with similar abundance profiles are co-regulated, we clustered the proteins with abundance profiles most similar to known Anaphase-Promoting Complex/Cyclosome (APC/C) substrates to identify additional putative APC/C substrates. This protein profile similarity screening (PPSS) analysis resulted in a shortlist enriched in kinases and kinesins. Biochemical studies on the kinesins confirmed KIFC1, KIF18A, KIF2C, and KIF4A as APC/C substrates. Furthermore, we showed that the APC/C(CDH1)-dependent degradation of KIFC1 regulates the bipolar spindle formation and proper cell division. A targeted quantitative proteomics experiment showed that KIFC1 degradation is modulated by a stabilizing CDK1-dependent phosphorylation site within the degradation motif of KIFC1. The regulation of KIFC1 (de-)phosphorylation and degradation provides insights into the fidelity and proper ordering of substrate degradation by the APC/C during mitosis.
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Affiliation(s)
- Sasha A Singh
- Department of Pathology, Boston Children's Hospital and Harvard Medical School, Boston, MA, USA
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20
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Timm W, Ozlu N, Steen JJ, Steen H. Effect of High-Accuracy Precursor Masses on Phosphopeptide Identification from MS3 Spectra. Anal Chem 2010; 82:3977-80. [DOI: 10.1021/ac100118u] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Wiebke Timm
- Proteomics Center at Children’s Hospital Boston, Boston, Massachusetts 02115, Department of Pathology, Harvard Medical School and Children’s Hospital Boston, Boston, Massachusetts 02115, Department of Systems Biology, Harvard Medical School, Boston, Massachusetts 02115, F. M. Kirby Neurobiology Center, Children’s’ Hospital Boston, Boston, Massachusetts 02115, and Department of Neurobiology, Harvard Medical School, Boston, Massachusetts 02115
| | - Nurhan Ozlu
- Proteomics Center at Children’s Hospital Boston, Boston, Massachusetts 02115, Department of Pathology, Harvard Medical School and Children’s Hospital Boston, Boston, Massachusetts 02115, Department of Systems Biology, Harvard Medical School, Boston, Massachusetts 02115, F. M. Kirby Neurobiology Center, Children’s’ Hospital Boston, Boston, Massachusetts 02115, and Department of Neurobiology, Harvard Medical School, Boston, Massachusetts 02115
| | - Judith J. Steen
- Proteomics Center at Children’s Hospital Boston, Boston, Massachusetts 02115, Department of Pathology, Harvard Medical School and Children’s Hospital Boston, Boston, Massachusetts 02115, Department of Systems Biology, Harvard Medical School, Boston, Massachusetts 02115, F. M. Kirby Neurobiology Center, Children’s’ Hospital Boston, Boston, Massachusetts 02115, and Department of Neurobiology, Harvard Medical School, Boston, Massachusetts 02115
| | - Hanno Steen
- Proteomics Center at Children’s Hospital Boston, Boston, Massachusetts 02115, Department of Pathology, Harvard Medical School and Children’s Hospital Boston, Boston, Massachusetts 02115, Department of Systems Biology, Harvard Medical School, Boston, Massachusetts 02115, F. M. Kirby Neurobiology Center, Children’s’ Hospital Boston, Boston, Massachusetts 02115, and Department of Neurobiology, Harvard Medical School, Boston, Massachusetts 02115
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Affiliation(s)
- Nurhan Ozlu
- Proteomics Center at Children's Hospital Boston, Boston, MA, USA
- Department of Systems Biology, Harvard Medical School, Boston, MA, USA
| | - Bikem Akten
- Proteomics Center at Children's Hospital Boston, Boston, MA, USA
- F.M. Kirby Neurobiology Center, Children's Hospital Boston, Boston, MA 02115, USA
- Department of Neurobiology, Harvard Medical School, Boston, MA, USA
| | - Wiebke Timm
- Proteomics Center at Children's Hospital Boston, Boston, MA, USA
- Department of Pathology, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Children's Hospital Boston, Boston, MA, USA
| | - Nathan Haseley
- Proteomics Center at Children's Hospital Boston, Boston, MA, USA
- Department of Biological Sciences, Rochester Institute of Technology, Rochester, NY, USA
| | - Hanno Steen
- Proteomics Center at Children's Hospital Boston, Boston, MA, USA
- Department of Pathology, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Children's Hospital Boston, Boston, MA, USA
| | - Judith A.J. Steen
- Proteomics Center at Children's Hospital Boston, Boston, MA, USA
- F.M. Kirby Neurobiology Center, Children's Hospital Boston, Boston, MA 02115, USA
- Department of Neurobiology, Harvard Medical School, Boston, MA, USA
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Comert FB, Kulah C, Aktas E, Ozlu N, Celebi G. First isolation of vancomycin-resistant enteroccoci and spread of a single clone in a university hospital in northwestern Turkey. Eur J Clin Microbiol Infect Dis 2007; 26:57-61. [PMID: 17200842 DOI: 10.1007/s10096-006-0232-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Reported here is the first isolation of vancomycin-resistant Enterococcus (VRE) at a hospital in northwestern Turkey and a description of the ensuing outbreak investigation. The first isolate was obtained from a wound culture of a patient in an intensive care unit. Thereafter, a total of 205 rectal swabs, 67 skin swabs and 123 environmental samples were screened, revealing five more VRE isolates. All isolates showed similar antibiotic resistance patterns, except for two that differed regarding gentamicin resistance. The vanA gene was present in all isolates. Pulsed-field gel electrophoresis demonstrated that all isolates belonged to a single clone, with the gentamicin-resistant isolates demonstrating two-band differences. This is the first outbreak to be caused by spread of a single VRE clone in Turkey; it was successfully controlled by strict adherence to appropriate infection control practices.
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Affiliation(s)
- F B Comert
- Faculty of Medicine, Department of Microbiology and Clinical Microbiology, Zonguldak Karaelmas University, Zonguldak, Turkey.
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Caglayan F, Caglayan O, Cakmak M, Saygun O, Somuncu S, Ulusoy S, Ozlu N, Akman H. Investigation of OH-proline contents of hernia sacs in children and comparison with adults. Eur J Pediatr Surg 2005; 15:258-61. [PMID: 16163591 DOI: 10.1055/s-2005-865810] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
PURPOSE One of the factors suggested to be causative in hernia formation is defective collagen metabolism. In this study, we investigated whether there is any relationship between the collagen contents of indirect hernial sacs and certain demographic and anatomic parameters. METHODS Hernial sac hydroxyproline levels were measured in 100 pediatric and 23 adult indirect inguinal hernia cases as indicators of collagen concentrations. Hydroxyproline levels were compared between boys and girls, right and left sided hernias, unilateral and bilateral cases, children and adults. Whether there was any relationship between patient age and hydroxyproline level was also investigated. RESULTS No difference was found between males and females (p > 0.05), right and left sided hernias (p > 0.05) or unilateral and bilateral cases (p > 0.05). Hydroxyproline levels of adults were found to be significantly higher than those of children (p = 0.000). There was also a positive correlation between age and hydroxyproline levels of boys (r = 0.285, p = 0.023). CONCLUSION Although a relationship between direct inguinal hernia and collagen structure has been shown by some investigators, we were unable to point to any significant findings which would indicate such a relationship in indirect inguinal hernia cases. Further studies on hydroxyproline levels in peritoneal samples will be necessary to understand the role of peritoneal hydroxyproline levels in hernia formation.
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Affiliation(s)
- F Caglayan
- Department of Pediatric Surgery, School of Medicine, Kirikkale University, Kirikkale, Turkey.
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