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Yakoubi S. Synergistic integration of deep learning with protein docking in cardiovascular disease treatment strategies. IUBMB Life 2024; 76:666-696. [PMID: 38748776 DOI: 10.1002/iub.2819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 03/13/2024] [Indexed: 08/31/2024]
Abstract
This research delves into the exploration of the potential of tocopherol-based nanoemulsion as a therapeutic agent for cardiovascular diseases (CVD) through an in-depth molecular docking analysis. The study focuses on elucidating the molecular interactions between tocopherol and seven key proteins (1O8a, 4YAY, 4DLI, 1HW9, 2YCW, 1BO9 and 1CX2) that play pivotal roles in CVD development. Through rigorous in silico docking investigations, assessment was conducted on the binding affinities, inhibitory potentials and interaction patterns of tocopherol with these target proteins. The findings revealed significant interactions, particularly with 4YAY, displaying a robust binding energy of -6.39 kcal/mol and a promising Ki value of 20.84 μM. Notable interactions were also observed with 1HW9, 4DLI, 2YCW and 1CX2, further indicating tocopherol's potential therapeutic relevance. In contrast, no interaction was observed with 1BO9. Furthermore, an examination of the common residues of 4YAY bound to tocopherol was carried out, highlighting key intermolecular hydrophobic bonds that contribute to the interaction's stability. Tocopherol complies with pharmacokinetics (Lipinski's and Veber's) rules for oral bioavailability and proves safety non-toxic and non-carcinogenic. Thus, deep learning-based protein language models ESM1-b and ProtT5 were leveraged for input encodings to predict interaction sites between the 4YAY protein and tocopherol. Hence, highly accurate predictions of these critical protein-ligand interactions were achieved. This study not only advances the understanding of these interactions but also highlights deep learning's immense potential in molecular biology and drug discovery. It underscores tocopherol's promise as a cardiovascular disease management candidate, shedding light on its molecular interactions and compatibility with biomolecule-like characteristics.
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Affiliation(s)
- Sana Yakoubi
- Faculty of Life and Environmental Sciences, University of Tsukuba, Ibaraki, Japan
- Alliance for Research on the Mediterranean North Africa (ARENA), University of Tsukuba, Ibaraki, Japan
- University of Tunis El Manar, Tunis, Tunisia
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2
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Hu Y, Ren J, Lv Z, Liu H, Qiu X. Procalcitonin and C-reactive protein as early predictors in patients at high risk of colorectal anastomotic leakage. J Int Med Res 2024; 52:3000605241258160. [PMID: 38867514 PMCID: PMC11179477 DOI: 10.1177/03000605241258160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 05/10/2024] [Indexed: 06/14/2024] Open
Abstract
OBJECTIVE To assess the diagnostic value of C-reactive protein (CRP) and procalcitonin (PCT) for anastomotic leakage (AL) following colorectal surgery. METHODS We retrospectively analyzed data for patients who underwent colorectal surgery at our hospital between November 2019 and December 2023. CRP and PCT were measured postoperatively to compare patients with/without AL, and changes were compared between low- and high-risk groups. Receiver operating characteristic (ROC) curve analysis was used to assess the diagnostic accuracy of CRP and PCT to identify AL in high-risk patients. RESULTS Mean CRP was 142.53 mg/L and 189.57 mg/L in the low- and high-risk groups, respectively, on postoperative day (POD)3. On POD2, mean PCT was 2.75 ng/mL and 8.16 ng/mL in low- and high-risk patients, respectively; values on POD3 were 3.53 ng/mL and 14.86 ng/mL, respectively. The areas under the curve (AUC) for CRP and PCT on POD3 were 0.71 and 0.78, respectively (CRP cut-off: 235.64 mg/L; sensitivity: 96%; specificity: 89.42% vs PCT cut-off: 3.94 ng/mL; sensitivity: 86%; specificity: 93.56%; AUC: 0.78). The AUC, sensitivity, and specificity for the combined diagnostic ability of CRP and PCT on POD3 were 0.92, 90%, and 100%, respectively (cut-off: 0.44). CONCLUSIONS Combining PCT and CRP on POD3 enhances the diagnostic accuracy for AL.
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Affiliation(s)
- Yilong Hu
- Department of General Surgery, Nanjing Yimin Hospital, Nanjing, China
| | - Junjie Ren
- Department of General Surgery, Nanjing Yimin Hospital, Nanjing, China
| | - Zhixin Lv
- Department of General Surgery, Nanjing Yimin Hospital, Nanjing, China
| | - He Liu
- Department of General Surgery, Nanjing Yimin Hospital, Nanjing, China
| | - Xiewu Qiu
- Department of General Surgery, Nanjing Yimin Hospital, Nanjing, China
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Li L, Jia L, Hou S, Zhang T, Zhou M, Chen T, Song J. Temporal and spatial effects on C-reactive protein's regulation of inducible nitric oxide synthase production in periodontal disease. J Periodontol 2024; 95:268-280. [PMID: 37515488 DOI: 10.1002/jper.22-0529] [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: 09/04/2022] [Revised: 05/14/2023] [Accepted: 07/22/2023] [Indexed: 07/31/2023]
Abstract
BACKGROUND Inducible nitric oxide synthase (iNOS) is associated with inflammation and osteoclastic differentiation in periodontal disease. This study was conducted to compare the time-dependent variation in iNOS production between the gingiva and other periodontal tissues and to explore the potential association with C-reactive protein (CRP) in early periodontal disease. METHODS Ligature-induced periodontal disease models (0-14 days) were established in wild-type and CRP knockout rats. Changes in CRP, iNOS, and autophagy levels were examined in the gingiva and other periodontal tissues. Macrophages were treated with lipopolysaccharide and chloroquine to explore the role of autophagy in iNOS production. iNOS, CRP, and autophagy-related proteins were analyzed using Western blotting, immunostaining, and enzyme-linked immunosorbent assays. mRNA expression was detected by quantitative real-time polymerase chain reaction. Hematoxylin and eosin staining was used for histological analysis. Cathepsin K immunostaining and microcomputed tomography of the maxillae were performed to compare alveolar bone resorption. RESULTS iNOS and CRP levels increased rapidly in periodontal tissues, as observed on Day 2 of ligature, then decreased more rapidly in the gingiva than in other periodontal tissues. CRP deficiency did not prevent iNOS generation, but effectively accelerated iNOS reduction and delayed alveolar bone loss. The CRP effect on iNOS was accompanied by a change in autophagy, which was reduced by CRP knockout. CONCLUSIONS The regulation of iNOS by CRP shows temporospatial variation in early periodontal disease and is potentially associated with autophagy. These findings may contribute to the early detection and targeted treatment of periodontal disease.
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Affiliation(s)
- Lingjie Li
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory for Oral Diseases and Biomedical Sciences, Chongqing, China
| | - Lurong Jia
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Municipal Key Laboratory for Oral Biomedical Engineering of Higher Education, Chongqing, China
| | - Siyu Hou
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory for Oral Diseases and Biomedical Sciences, Chongqing, China
| | - Tingwei Zhang
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory for Oral Diseases and Biomedical Sciences, Chongqing, China
| | - Mengjiao Zhou
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory for Oral Diseases and Biomedical Sciences, Chongqing, China
| | - Tao Chen
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Municipal Key Laboratory for Oral Biomedical Engineering of Higher Education, Chongqing, China
| | - Jinlin Song
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory for Oral Diseases and Biomedical Sciences, Chongqing, China
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4
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Elahimanesh M, Shokri N, Mahdinia E, Mohammadi P, Parvaz N, Najafi M. Differential gene expression patterns in ST-elevation Myocardial Infarction and Non-ST-elevation Myocardial Infarction. Sci Rep 2024; 14:3424. [PMID: 38341440 PMCID: PMC10858964 DOI: 10.1038/s41598-024-54086-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 02/08/2024] [Indexed: 02/12/2024] Open
Abstract
The ST-elevation Myocardial Infarction (STEMI) and Non-ST-elevation Myocardial Infarction (NSTEMI) might occur because of coronary artery stenosis. The gene biomarkers apply to the clinical diagnosis and therapeutic decisions in Myocardial Infarction. The aim of this study was to introduce, enrich and estimate timely the blood gene profiles based on the high-throughput data for the molecular distinction of STEMI and NSTEMI. The text mining data (50 genes) annotated with DisGeNET data (144 genes) were merged with the GEO gene expression data (5 datasets) using R software. Then, the STEMI and NSTEMI networks were primarily created using the STRING server, and improved using the Cytoscape software. The high-score genes were enriched using the KEGG signaling pathways and Gene Ontology (GO). Furthermore, the genes were categorized to determine the NSTEMI and STEMI gene profiles. The time cut-off points were identified statistically by monitoring the gene profiles up to 30 days after Myocardial Infarction (MI). The gene heatmaps were clearly created for the STEMI (high-fold genes 69, low-fold genes 45) and NSTEMI (high-fold genes 68, low-fold genes 36). The STEMI and NSTEMI networks suggested the high-score gene profiles. Furthermore, the gene enrichment suggested the different biological conditions for STEMI and NSTEMI. The time cut-off points for the NSTEMI (4 genes) and STEMI (13 genes) gene profiles were established up to three days after Myocardial Infarction. The study showed the different pathophysiologic conditions for STEMI and NSTEMI. Furthermore, the high-score gene profiles are suggested to measure up to 3 days after MI to distinguish the STEMI and NSTEMI.
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Affiliation(s)
- Mohammad Elahimanesh
- Clinical Biochemistry Department, Faculty of Medical Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Nafiseh Shokri
- Clinical Biochemistry Department, Faculty of Medical Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Elmira Mahdinia
- Clinical Biochemistry Department, Faculty of Medical Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Payam Mohammadi
- Clinical Biochemistry Department, Faculty of Medical Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Najmeh Parvaz
- Clinical Biochemistry Department, Faculty of Medical Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Mohammad Najafi
- Clinical Biochemistry Department, Faculty of Medical Sciences, Iran University of Medical Sciences, Tehran, Iran.
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran.
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Ye X, Wang Z, Lei W, Shen M, Tang J, Xu X, Yang Y, Zhang H. Pentraxin 3: A promising therapeutic target for cardiovascular diseases. Ageing Res Rev 2024; 93:102163. [PMID: 38092307 DOI: 10.1016/j.arr.2023.102163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Revised: 11/23/2023] [Accepted: 12/07/2023] [Indexed: 12/18/2023]
Abstract
Cardiovascular disease (CVD) is the primary global cause of death, and inflammation is a crucial factor in the development of CVDs. The acute phase inflammatory protein pentraxin 3 (PTX3) is a biomarker reflecting the immune response. Recent research indicates that PTX3 plays a vital role in CVDs and has been investigated as a possible biomarker for CVD in clinical trials. PTX3 is implicated in the progression of CVDs through mechanisms such as exacerbating vascular endothelial dysfunction, affecting angiogenesis, and regulating inflammation and oxidative stress. This review summarized the structure and function of PTX3, focusing on its multifaceted effects on CVDs, such as atherosclerosis, myocardial infarction, and hypertension. This may help in explaining the varying PTX3 functions and usage, as well as in utilizing target organs to manage diseases. Moreover, elucidating the opposite role of PTX3 in the cardiovascular system will demonstrate the therapeutic and predictive potential in human diseases.
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Affiliation(s)
- Xingyan Ye
- Department of Cardiology, Xi'an No.3 Hospital, The Affiliated Hospital of Northwest University. Faculty of Life Sciences and Medicine, Northwest University, 10 Fengcheng Three Road, Xi'an, China; Xi'an Key Laboratory of Innovative Drug Research for Heart Failure, Faculty of Life Sciences and Medicine, Northwest University, 229 Taibai North Road, Xi'an, China
| | - Zheng Wang
- Department of Cardiothoracic Surgery, Central Theater Command General Hospital of Chinese People's Liberation Army, 627 Wuluo Road, Wuhan, China
| | - Wangrui Lei
- Department of Cardiology, Xi'an No.3 Hospital, The Affiliated Hospital of Northwest University. Faculty of Life Sciences and Medicine, Northwest University, 10 Fengcheng Three Road, Xi'an, China
| | - Mingzhi Shen
- Department of General Medicine, Hainan Hospital of Chinese People's Liberation Army (PLA) General Hospital, 80 Jianglin Road, Hainan, China
| | - Jiayou Tang
- Department of Cardiovascular Surgery, Xijing Hospital, The Fourth Military Medical University, 127 Changle West Road, Xi'an, China
| | - Xuezeng Xu
- Department of Cardiovascular Surgery, Xijing Hospital, The Fourth Military Medical University, 127 Changle West Road, Xi'an, China
| | - Yang Yang
- Department of Cardiology, Xi'an No.3 Hospital, The Affiliated Hospital of Northwest University. Faculty of Life Sciences and Medicine, Northwest University, 10 Fengcheng Three Road, Xi'an, China; Xi'an Key Laboratory of Innovative Drug Research for Heart Failure, Faculty of Life Sciences and Medicine, Northwest University, 229 Taibai North Road, Xi'an, China.
| | - Huan Zhang
- Department of Cardiology, Xi'an No.3 Hospital, The Affiliated Hospital of Northwest University. Faculty of Life Sciences and Medicine, Northwest University, 10 Fengcheng Three Road, Xi'an, China; Xi'an Key Laboratory of Innovative Drug Research for Heart Failure, Faculty of Life Sciences and Medicine, Northwest University, 229 Taibai North Road, Xi'an, China.
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6
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Lu B, Wu Z, He W, Feng Z, Liao J, Wang B, Zhang Y, Gao F, Shi G, Zheng F. N-n-butyl haloperidol iodide mediates cardioprotection via regulating AMPK/FoxO1 signalling. J Cell Mol Med 2024; 28:e18049. [PMID: 37987145 PMCID: PMC10826434 DOI: 10.1111/jcmm.18049] [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: 07/03/2023] [Revised: 11/06/2023] [Accepted: 11/09/2023] [Indexed: 11/22/2023] Open
Abstract
Derangement of redox condition largely contributes to cardiac ischemia/reperfusion (I/R) injury. FoxO1 is a transcription factor which transcripts a series of antioxidants to antagonize I/R-induced oxidative myocardial damage. N-n-butyl haloperidol iodide (F2 ) is a derivative derived from haloperidol structural modification with potent capacity of inhibiting oxidative stress. This investigation intends to validate whether cardio-protection of F2 is dependent on FoxO1 using an in vivo mouse I/R model and if so, to further elucidate the molecular regulating mechanism. This study initially revealed that F2 preconditioning led to a profound reduction in I/R injury, which was accompanied by attenuated oxidative stress and upregulation of antioxidants (SOD2 and catalase), nuclear FoxO1 and phosphorylation of AMPK. Furthermore, inactivation of FoxO1 with AS1842856 abolished the cardio-protective effect of F2 . Importantly, we identified F2 -mediated nuclear accumulation of FoxO1 is dependent on AMPK, as blockage of AMPK with compound C induced nuclear exit of FoxO1. Collectively, our data uncover that F2 pretreatment exerts significant protection against post ischemic myocardial injury by its regulation of AMPK/FoxO1 pathway, which may provide a new avenue for treating ischemic disease.
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Affiliation(s)
- Binger Lu
- The First Affiliated HospitalShantou University Medical CollegeShantouChina
| | - Zhuomin Wu
- The First Affiliated HospitalShantou University Medical CollegeShantouChina
| | - Weiliang He
- Department of PharmacologyShantou University Medical CollegeShantouChina
| | - Zikai Feng
- The First Affiliated HospitalShantou University Medical CollegeShantouChina
| | - Jilin Liao
- The Second Affiliated HospitalShantou University Medical CollegeShantouChina
| | - Bin Wang
- Department of PharmacologyShantou University Medical CollegeShantouChina
| | - Yanmei Zhang
- Department of PharmacologyShantou University Medical CollegeShantouChina
| | - Fenfei Gao
- Department of PharmacologyShantou University Medical CollegeShantouChina
| | - Ganggang Shi
- Department of PharmacologyShantou University Medical CollegeShantouChina
| | - Fuchun Zheng
- Department of PharmacologyShantou University Medical CollegeShantouChina
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Ma YJ, Parente R, Zhong H, Sun Y, Garlanda C, Doni A. Complement-pentraxins synergy: Navigating the immune battlefield and beyond. Biomed Pharmacother 2023; 169:115878. [PMID: 37952357 DOI: 10.1016/j.biopha.2023.115878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 11/07/2023] [Accepted: 11/07/2023] [Indexed: 11/14/2023] Open
Abstract
The complement is a crucial immune defense system that triggers rapid immune responses and offers efficient protection against foreign invaders and unwanted host elements, acting as a sentinel. Activation of the complement system occurs upon the recognition of pathogenic microorganisms or altered self-cells by pattern-recognition molecules (PRMs) such as C1q, collectins, ficolins, and pentraxins. Recent accumulating evidence shows that pentraxins establish a cooperative network with different classes of effector PRMs, resulting in synergistic effects in complement activation. This review describes the complex interaction of pentraxins with the complement system and the implications of this cooperative network for effective host defense during pathogen invasion.
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Affiliation(s)
- Ying Jie Ma
- Department of Health Technology, Technical University of Denmark, Kongens Lyngby, DK-2800, Denmark.
| | | | - Hang Zhong
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Haartman Institute, University of Helsinki, Helsinki, Finland
| | - Yi Sun
- Department of Health Technology, Technical University of Denmark, Kongens Lyngby, DK-2800, Denmark
| | - Cecilia Garlanda
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Andrea Doni
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.
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Rabbani G, Khan ME, Ahmad E, Khan MV, Ahmad A, Khan AU, Ali W, Zamzami MA, Bashiri AH, Zakri W. Serum CRP biomarker detection by using carbon nanotube field-effect transistor (CNT-FET) immunosensor. Bioelectrochemistry 2023; 153:108493. [PMID: 37392576 DOI: 10.1016/j.bioelechem.2023.108493] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 06/18/2023] [Accepted: 06/19/2023] [Indexed: 07/03/2023]
Abstract
C-reactive protein (CRP) is produced by the liver in response to systemic inflammation caused by bacterial infection, trauma and internal organ failures. CRP serves as a potential biomarker in the precise diagnosis of cardiovascular risk, type-2 diabetes, metabolic syndrome, hypertension and various types of cancers. The pathogenic conditions indicated above are diagnosed by an elevated CRP level in the serum. In this study, we successfully fabricated a highly sensitive and selective carbon nanotube field-effect transistor (CNT-FET) immunosensor for the detection of CRP. The CNTs were deposited on the Si/SiO2 surface, between source-drain electrodes, afterwards modified with well-known linker PBASE and then anti-CRP was immobilized. This anti-CRP functionalized CNT-FET immunosensor exhibits a wide dynamic detection range (0.01-1000 μg/mL) CRP detection, rapid response time (2-3 min) and low variation (<3 %) which can be delivered as a low-cost and rapid clinical detection technology for the early diagnosis of coronary heart disease (CHD). For the clinical applications, our sensor was tested using CRP fortified serum samples and sensing performance was validated using enzyme-linked immune-sorbent assay (ELISA). This CNT-FET immunosensor will be helpful in taking over the complex laboratory-based expensive traditional CRP diagnostic procedures practiced in the hospitals.
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Affiliation(s)
- Gulam Rabbani
- IT-medical Fusion Center, 350-27 Gumidae-ro, Gumi-si, Gyeongbuk 39253, Republic of Korea
| | - Mohammad Ehtisham Khan
- Department of Chemical Engineering Technology, College of Applied Industrial Technology, Jazan University, 45142, Saudi Arabia.
| | - Ejaz Ahmad
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Mohsin Vahid Khan
- Department of Biosciences, Integral University, Lucknow 226026, India
| | - Abrar Ahmad
- Department of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21452, Saudi Arabia
| | - Anwar Ulla Khan
- Department of Electrical Engineering Technology, College of Applied Industrial Technology, Jazan University, 45142, Saudi Arabia
| | - Wahid Ali
- Department of Chemical Engineering Technology, College of Applied Industrial Technology, Jazan University, 45142, Saudi Arabia
| | - Mazin A Zamzami
- Department of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21452, Saudi Arabia
| | - Abdullateef H Bashiri
- Department of Mechanical Engineering, College of Engineering, Jazan University, P. O. Box 114, Jazan 45142, Saudi Arabia
| | - Waleed Zakri
- Department of Mechanical Engineering, College of Engineering, Jazan University, P. O. Box 114, Jazan 45142, Saudi Arabia
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Jiang X, Zhang C, Pan Y, Cheng X, Zhang W. Effects of C-reactive protein trajectories of critically ill patients with sepsis on in-hospital mortality rate. Sci Rep 2023; 13:15223. [PMID: 37709919 PMCID: PMC10502021 DOI: 10.1038/s41598-023-42352-2] [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: 04/19/2023] [Accepted: 09/08/2023] [Indexed: 09/16/2023] Open
Abstract
Sepsis, a life-threatening condition caused by an inflammatory response to systemic infection, results in a significant social burden and healthcare costs. This study aimed to investigate the relationship between the C-reactive protein (CRP) trajectories of patients with sepsis in the intensive care unit (ICU) and the in-hospital mortality rate. We reviewed 1464 patients with sepsis treated in the ICU of Dongyang People's Hospital from 2010 to 2020 and used latent growth mixture modeling to divide the patients into four classes according to CRP trajectory (intermediate, gradually increasing, persistently high, and persistently low CRP levels). We found that patients with intermediate and persistently high CRP levels had the lowest (18.1%) and highest (32.6%) in-hospital mortality rates, respectively. Multiple logistic regression analysis showed that patients with persistently high (odds ratio [OR] = 2.19, 95% confidence interval [CI] = 1.55-3.11) and persistently low (OR = 1.41, 95% CI = 1.03-1.94) CRP levels had a higher risk of in-hospital mortality than patients with intermediate CRP levels. In conclusion, in-hospital mortality rates among patients with sepsis differ according to the CRP trajectory, with patients with intermediate CRP levels having the lowest mortality rate. Further research on the underlying mechanisms is warranted.
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Affiliation(s)
- Xuandong Jiang
- Intensive Care Unit, Affiliated Dongyang Hospital of Wenzhou Medical University, No. 60 Wuning West Road, Jinhua, Dongyang, Zhejiang, People's Republic of China.
| | - Chenlu Zhang
- School of Public Health, The University of Hong Kong, Hong Kong, SAR, China
| | - Yuting Pan
- Intensive Care Unit, Affiliated Dongyang Hospital of Wenzhou Medical University, No. 60 Wuning West Road, Jinhua, Dongyang, Zhejiang, People's Republic of China
| | - Xuping Cheng
- Intensive Care Unit, Affiliated Dongyang Hospital of Wenzhou Medical University, No. 60 Wuning West Road, Jinhua, Dongyang, Zhejiang, People's Republic of China
| | - Weimin Zhang
- Intensive Care Unit, Affiliated Dongyang Hospital of Wenzhou Medical University, No. 60 Wuning West Road, Jinhua, Dongyang, Zhejiang, People's Republic of China
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Amezcua-Castillo E, González-Pacheco H, Sáenz-San Martín A, Méndez-Ocampo P, Gutierrez-Moctezuma I, Massó F, Sierra-Lara D, Springall R, Rodríguez E, Arias-Mendoza A, Amezcua-Guerra LM. C-Reactive Protein: The Quintessential Marker of Systemic Inflammation in Coronary Artery Disease-Advancing toward Precision Medicine. Biomedicines 2023; 11:2444. [PMID: 37760885 PMCID: PMC10525787 DOI: 10.3390/biomedicines11092444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 08/24/2023] [Accepted: 08/31/2023] [Indexed: 09/29/2023] Open
Abstract
Atherosclerotic cardiovascular disease (CVD) remains the leading cause of mortality worldwide. While conventional risk factors have been studied and managed, CVD continues to pose a global threat. Risk scoring systems based on these factors have been developed to predict acute coronary syndromes and guide therapeutic interventions. However, traditional risk algorithms may not fully capture the complexities of individual patients. Recent research highlights the role of inflammation, particularly chronic low-grade inflammation, in the pathogenesis of coronary artery disease (CAD). C-reactive protein (CRP) is an inflammatory molecule that has demonstrated value as a predictive marker for cardiovascular risk assessment, both independently and in conjunction with other parameters. It has been incorporated into risk assessment algorithms, enhancing risk prediction and guiding therapeutic decisions. Pharmacological interventions with anti-inflammatory properties, such as statins, glucagon-like peptide-1 agonists, and interleukin-1 inhibitors, have shown promising effects in reducing both cardiovascular risks and CRP levels. This manuscript provides a comprehensive review of CRP as a marker of systemic inflammation in CAD. By exploring the current knowledge surrounding CRP and its implications for risk prediction and therapeutic interventions, this review contributes to the advancement of personalized cardiology and the optimization of patient care.
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Affiliation(s)
- Emanuel Amezcua-Castillo
- Escuela Nacional Preparatoria No. 6 Antonio Caso, Universidad Nacional Autónoma de México, Mexico City 04100, Mexico;
| | - Héctor González-Pacheco
- Coronary Care Unit, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 14080, Mexico; (H.G.-P.); (D.S.-L.); (A.A.-M.)
| | - Arturo Sáenz-San Martín
- School of Medicine, Universidad Autónoma Metropolitana–Xochimilco, Mexico City 14387, Mexico; (A.S.-S.M.); (P.M.-O.); (I.G.-M.)
| | - Pablo Méndez-Ocampo
- School of Medicine, Universidad Autónoma Metropolitana–Xochimilco, Mexico City 14387, Mexico; (A.S.-S.M.); (P.M.-O.); (I.G.-M.)
| | - Iván Gutierrez-Moctezuma
- School of Medicine, Universidad Autónoma Metropolitana–Xochimilco, Mexico City 14387, Mexico; (A.S.-S.M.); (P.M.-O.); (I.G.-M.)
| | - Felipe Massó
- Translational Research Unit, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 14080, Mexico; (F.M.); (E.R.)
| | - Daniel Sierra-Lara
- Coronary Care Unit, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 14080, Mexico; (H.G.-P.); (D.S.-L.); (A.A.-M.)
| | - Rashidi Springall
- Department of Immunology, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 14080, Mexico;
| | - Emma Rodríguez
- Translational Research Unit, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 14080, Mexico; (F.M.); (E.R.)
| | - Alexandra Arias-Mendoza
- Coronary Care Unit, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 14080, Mexico; (H.G.-P.); (D.S.-L.); (A.A.-M.)
| | - Luis M. Amezcua-Guerra
- Department of Immunology, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 14080, Mexico;
- Health Care Department, Universidad Autónoma Metropolitana–Xochimilco, Mexico City 14387, Mexico
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Sheriff A, Kunze R, Brunner P, Vogt B. Being Eaten Alive: How Energy-Deprived Cells Are Disposed of, Mediated by C-Reactive Protein-Including a Treatment Option. Biomedicines 2023; 11:2279. [PMID: 37626775 PMCID: PMC10452736 DOI: 10.3390/biomedicines11082279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 08/09/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023] Open
Abstract
In medicine, C-reactive protein (CRP) has become established primarily as a biomarker, predicting patient prognosis in many indications. Recently, however, there has been mounting evidence that it causes inflammatory injury. As early as 1999, CRP was shown to induce cell death after acute myocardial infarction (AMI) in rats and this was found to be dependent on complement. The pathological effect of CRP was subsequently confirmed in further animal species such as rabbit, mouse and pig. A conceptual gap was recently closed when it was demonstrated that ischemia in AMI or ischemia/hypoxia in the severe course of COVID-19 causes a drastic lack of energy in involved cells, resulting in an apoptotic presentation because these cells cannot repair/flip-flop altered lipids. The deprivation of energy leads to extensive expression on the cell membranes of the CRP ligand lysophosphatidylcholine. Upon attachment of CRP to this ligand, the classical complement pathway is triggered leading to the swift elimination of viable cells with the appearance of an apoptotic cell by phagocytes. They are being eaten alive. This, consequently, results in substantial fibrotic remodeling within the involved tissue. Inhibiting this pathomechanism via CRP-targeting therapy has been shown to be beneficial in different indications.
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Affiliation(s)
- Ahmed Sheriff
- Department of Gastroenterology, Infectiology, Rheumatology, Charité University Medicine Berlin, 10117 Berlin, Germany
- Pentracor GmbH, 16761 Hennigsdorf, Germany (P.B.); (B.V.)
| | - Rudolf Kunze
- Pentracor GmbH, 16761 Hennigsdorf, Germany (P.B.); (B.V.)
| | | | - Birgit Vogt
- Pentracor GmbH, 16761 Hennigsdorf, Germany (P.B.); (B.V.)
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12
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Lechner I, Reindl M, Tiller C, Holzknecht M, Fink P, Troger F, Angerer G, Angerer S, Henninger B, Mayr A, Klug G, Bauer A, Metzler B, Reinstadler SJ. Temporal Trends in Infarct Severity Outcomes in ST-Segment-Elevation Myocardial Infarction: A Cardiac Magnetic Resonance Imaging Study. J Am Heart Assoc 2023; 12:e028932. [PMID: 37489726 PMCID: PMC10492996 DOI: 10.1161/jaha.122.028932] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 05/10/2023] [Indexed: 07/26/2023]
Abstract
Background Severity of myocardial tissue injury is a main determinant of morbidity and death related to ST-segment-elevation myocardial infarction (STEMI). Temporal trends of infarct characteristics at the myocardial tissue level have not been described. This study sought to assess temporal trends in infarct characteristics through a comprehensive assessment by cardiac magnetic resonance imaging at a standardized time point early after STEMI. Methods and Results We analyzed patients with STEMI treated with percutaneous coronary intervention at the University Hospital of Innsbruck who underwent cardiac magnetic resonance imaging between 2005 and 2021. The study period was divided into terciles. Myocardial damage characteristics were assessed using a multiparametric cardiac magnetic resonance imaging protocol within the first week after STEMI and compared between groups. A total of 843 patients with STEMI (17% women) with a median age of 57 (interquartile range, 51-66) years were analyzed. While age, sex, and the clinical risk profile expressed as thrombolysis in myocardial infarction risk score were comparable across the study period, there were differences in guideline-recommended therapies. At the same time, there was no significant change in infarct size (P=0.25), microvascular obstruction (P=0.50), and intramyocardial hemorrhage (P=0.34). Left ventricular remodeling indices and left ventricular ejection fraction remained virtually unchanged (all P>0.05). Major adverse cardiovascular events at 4 (interquartile range, 4-5) months were similar between groups (P=0.36). Conclusions In this magnetic resonance imaging study investigating patients with STEMI treated with primary percutaneous coronary intervention over the past 15 years, no change in infarct severity at the myocardial level has been observed. Clinical research on novel therapeutic approaches to reduce myocardial tissue injury should be a priority.
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Affiliation(s)
- Ivan Lechner
- University Clinic of Internal Medicine III, Cardiology and AngiologyMedical University of InnsbruckInnsbruckAustria
| | - Martin Reindl
- University Clinic of Internal Medicine III, Cardiology and AngiologyMedical University of InnsbruckInnsbruckAustria
| | - Christina Tiller
- University Clinic of Internal Medicine III, Cardiology and AngiologyMedical University of InnsbruckInnsbruckAustria
| | - Magdalena Holzknecht
- University Clinic of Internal Medicine III, Cardiology and AngiologyMedical University of InnsbruckInnsbruckAustria
| | - Priscilla Fink
- University Clinic of Internal Medicine III, Cardiology and AngiologyMedical University of InnsbruckInnsbruckAustria
| | - Felix Troger
- University Clinic of RadiologyMedical University of InnsbruckInnsbruckAustria
| | - Georg Angerer
- University Clinic of Internal Medicine III, Cardiology and AngiologyMedical University of InnsbruckInnsbruckAustria
| | - Simon Angerer
- University Clinic of Internal Medicine III, Cardiology and AngiologyMedical University of InnsbruckInnsbruckAustria
| | - Benjamin Henninger
- University Clinic of RadiologyMedical University of InnsbruckInnsbruckAustria
| | - Agnes Mayr
- University Clinic of RadiologyMedical University of InnsbruckInnsbruckAustria
| | - Gert Klug
- University Clinic of Internal Medicine III, Cardiology and AngiologyMedical University of InnsbruckInnsbruckAustria
| | - Axel Bauer
- University Clinic of Internal Medicine III, Cardiology and AngiologyMedical University of InnsbruckInnsbruckAustria
| | - Bernhard Metzler
- University Clinic of Internal Medicine III, Cardiology and AngiologyMedical University of InnsbruckInnsbruckAustria
| | - Sebastian J. Reinstadler
- University Clinic of Internal Medicine III, Cardiology and AngiologyMedical University of InnsbruckInnsbruckAustria
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13
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Khanmiri HH, Yazdanfar F, Mobed A, Rezamohammadi F, Rahmani M, Haghgouei T. Biosensors; noninvasive method in detection of C-reactive protein (CRP). Biomed Microdevices 2023; 25:27. [PMID: 37498420 DOI: 10.1007/s10544-023-00666-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/11/2023] [Indexed: 07/28/2023]
Abstract
Early diagnosis of C reactive protein (CRP) is critical to applying effective therapies for related diseases. Diagnostic technology in today's healthcare systems is mostly deployed in central laboratories, involves expensive and time-consuming processes, and is operated by specialized personnel. For example, the enzyme-linked immunosorbent assay (ELISA), considered the gold standard diagnostic method, is labor-intensive and requires complex procedures such as multiple washing and labeling steps. Due to these limitations of current diagnostic techniques, it is difficult for people to regularly monitor their health and ultimately the disease is more likely to be diagnosed at a later stage. The problem is exacerbated for economically disadvantaged people living in underdeveloped countries. To address these challenges in the traditional diagnostic field, point-of-care (POC) biosensors have emerged as a promising alternative. This allows patients to have their health checked regularly at or near their bedside without resorting to laboratory tests. Nanotechnology-based methods such as biosensors have been extensively researched and developed. Among biosensors, there are also label-free biosensors with high sensitivity that do not require complicated procedures and reduce test time. However, some drawbacks such as high cost, bulky size and need for trained personnel to operate have not been improved. In this review article, we provide an overview of routine methods in CRP diagnosis and then introduce biosensors as a modern, advanced alternative to older methods. Readers of this article can learn about biosensing and its benefits while being aware of the limitations of routine methods.
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Affiliation(s)
| | - Fatemeh Yazdanfar
- Department of Basic Sciences, Maragheh Branch, Islamic Azad University, Maragheh, Iran
- Neuroscience Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ahmad Mobed
- Neuroscience Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
- Aging Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran.
| | | | - Mehrnoush Rahmani
- Research Center of Physiology, Semnan University of Medical Sciences, Semnan, Iran
| | - Tannaz Haghgouei
- Division of Pharmacology and Toxicology Department of Basic Sciences, Faculty of Veterinary Medicine, University of Tabriz, Tabriz, Iran
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14
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He T, Muhetaer M, Wu J, Wan J, Hu Y, Zhang T, Wang Y, Wang Q, Cai H, Lu Z. Immune Cell Infiltration Analysis Based on Bioinformatics Reveals Novel Biomarkers of Coronary Artery Disease. J Inflamm Res 2023; 16:3169-3184. [PMID: 37525634 PMCID: PMC10387251 DOI: 10.2147/jir.s416329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2023] [Accepted: 07/08/2023] [Indexed: 08/02/2023] Open
Abstract
Background Coronary artery disease (CAD) is a multifactorial immune disease, but research into the specific immune mechanism is still needed. The present study aimed to identify novel immune-related markers of CAD. Methods Three CAD-related datasets (GSE12288, GSE98583, GSE113079) were downloaded from the Gene Expression Integrated Database. Gene ontology annotation, Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis and weighted gene co-expression network analysis were performed on the common significantly differentially expressed genes (DEGs) of these three data sets, and the most relevant module genes for CAD obtained. The immune cell infiltration of module genes was evaluated with the CIBERSORT algorithm, and characteristic genes accompanied by their diagnostic effectiveness were screened by the machine-learning algorithm least absolute shrinkage and selection operator (LASSO) regression analysis. The expression levels of characteristic genes were evaluated in the peripheral blood mononuclear cells of CAD patients and healthy controls for verification. Results A total of 204 upregulated and 339 downregulated DEGs were identified, which were mainly enriched in the following pathways: "Apoptosis", "Th17 cell differentiation", "Th1 and Th2 cell differentiation", "Glycerolipid metabolism", and "Fat digestion and absorption". Five characteristic genes, LMAN1L, DOK4, CHFR, CEL and CCDC28A, were identified by LASSO analysis, and the results of the immune cell infiltration analysis indicated that the proportion of immune infiltrating cells (activated CD8 T cells and CD56 DIM natural killer cells) in the CAD group was lower than that in the control group. The expressions of CHFR, CEL and CCDC28A in the peripheral blood of the healthy controls and CAD patients were significantly different. Conclusion We identified CHFR, CEL and CCDC28A as potential biomarkers related to immune infiltration in CAD based on public data sets and clinical samples. This finding will contribute to providing a potential target for early noninvasive diagnosis and immunotherapy of CAD.
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Affiliation(s)
- Tianwen He
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Muheremu Muhetaer
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Jiahe Wu
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Jingjing Wan
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Yushuang Hu
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Tong Zhang
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Yunxiang Wang
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Qiongxin Wang
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Huanhuan Cai
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Zhibing Lu
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
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15
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Xu J, Xu ZX, Zhuang J, Yang QF, Zhu X, Yao J. A Nomogram-Based Model for Predicting the Risk of Severe Acute Cholangitis Occurrence. Int J Gen Med 2023; 16:3139-3150. [PMID: 37521070 PMCID: PMC10386866 DOI: 10.2147/ijgm.s416108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 07/16/2023] [Indexed: 08/01/2023] Open
Abstract
Background Acute cholangitis is a severe inflammatory disease associated with an infection of the biliary system, which can lead to complications and adverse outcomes. The existing nomogram-based risk assessment methods largely rely on a limited set of clinical features and laboratory indicators, and are mostly constructed using univariable models, which have limitations in predicting the severity. This study aims to develop a nomogram-based model that integrates multiple variables to improve risk prediction for acute cholangitis. Methods Data were retrospectively collected from 152 patients with acute cholangitis who attended the People's Hospital of Jiangsu University between January 2019 and March 2022, and were graded as having mild to moderate versus severe cholangitis according to the 2018 Tokyo guidelines. Univariate and multivariate analyses were employed to discern independent risk factors associated with severe acute cholangitis, which were subsequently integrated into a nomogram model. The efficacy of the model was appraised by leveraging Receiver Operating Characteristic (ROC) curves, calibration curves, and Decision Curve Analysis (DCA). Results Aspartate to alanine transaminase ratio (Transaminase ratio or TR), Neutrophil-lymphocyte ratio (NLR), C-reactive protein (CRP), and D-dimer (DD) levels were independent risk factors for severe acute cholangitis. A nomogram model was constructed based on these 4 risk factors. ROC and calibration curves were well differentiated and calibrated. DCA had a high net gain in the range of 7% to 83%. The above model was tested internally. According to the nomogram model when patients using characteristic curve critical values were divided into a low-risk group and a high-risk group, the incidence in the high-risk group was significantly higher than in the low-risk group. Conclusion This nomogram model may provide clinicians with an effective tool to predict the potential risk of severe acute cholangitis in patients and guide informed intervention measures and treatment decisions.
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Affiliation(s)
- Jian Xu
- Department of Gastroenterology, the Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu Province, 212000, People’s Republic of China
| | - Zhi-Xiang Xu
- Department of Gastroenterology, the Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu Province, 212000, People’s Republic of China
| | - Jing Zhuang
- Department of Gastroenterology, the Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu Province, 212000, People’s Republic of China
| | - Qi-Fan Yang
- Department of Gastroenterology, the Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu Province, 212000, People’s Republic of China
| | - Xin Zhu
- Department of Gastroenterology, the Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu Province, 212000, People’s Republic of China
| | - Jun Yao
- Department of Gastroenterology, the Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu Province, 212000, People’s Republic of China
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16
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Wang D, Tian Z, Zhang P, Zhen L, Meng Q, Sun B, Xu X, Jia T, Li S. The molecular mechanisms of cuproptosis and its relevance to cardiovascular disease. Biomed Pharmacother 2023; 163:114830. [PMID: 37150036 DOI: 10.1016/j.biopha.2023.114830] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Revised: 04/11/2023] [Accepted: 04/30/2023] [Indexed: 05/09/2023] Open
Abstract
Recently, cuproptosis has been demonstrated to be a new non-apototic cell death mode that is characterized by copper dependence and the regulation of mitochondrial respiration. Cuproptosis is distinct from known cell death modes such as apoptosis, necrosis, pyroptosis, or ferroptosis. Excessive copper induces cuproptosis by promoting protein toxic stress reactions via copper-dependent anomalous oligomerization of lipoylation proteins in the tricarboxylic acid (TCA) cycle and reducing iron-sulfur cluster protein levels. Ferredoxin1 (FDX1) promotes dihydrolipoyl transacetylase (DLAT) lipoacylation and abates iron-sulfur cluster proteins by reducing Cu2+ to Cu+, inducing cell death. Copper homeostasis depends on the copper transporter, and disturbances to this homeostasis cause cuproptosis. Recent evidence has shown that cuproptosis plays a significant role in the occurrence and development of many cardiovascular diseases, such as myocardial ischemia/reperfusion (I/R) injury, heart failure, atherosclerosis, and arrhythmias. Copper chelators, such as ammonium tetrathiomolybdate(VI) and DL-Penicillamine, may ease the above cardiovascular diseases by inhibiting the cuproptosis pathway. Oxidative phosphorylation inhibitors may inhibit cuproptosis by inhibiting protein stress response. In conclusion, cuproptosis plays an essential role in cardiovascular disease pathogenesis. Inhibition of cardiovascular cuproptosis is expected to become a potential treatment. Here, we will thoroughly review the molecular mechanisms involved in cuproptosis and its significance in cardiovascular disease.
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Affiliation(s)
- Di Wang
- Department of Anesthesiology, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Zhenyu Tian
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health. Commission and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational. Cardiovascular Medicine, Department of Cardiology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Peng Zhang
- Department of Urology, Zibo Hospital of Integrated Traditional Chinese and Western Medicine, Zibo, China
| | - Lv Zhen
- Department of Cardiology, Zibo First Hospital, Zibo, China
| | - Qingju Meng
- Department of Internal Medicine, Zoucheng Xiangcheng Town Health Center, Jining, China
| | - Benteng Sun
- Department of Primary and Secondary education, Qufu Mingde School, Jining, China
| | - Xingli Xu
- Ultrasound in Cardiac Electrophysiology and Biomechanics Key Laboratory of Sichuan Province, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Tong Jia
- Department of Geratology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong First Medical University, Jinan, China
| | - Shengqiang Li
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong First Medical University, Jinan, China.
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17
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Gomez Cardoso A, Rahin Ahmed S, Keshavarz-Motamed Z, Srinivasan S, Reza Rajabzadeh A. Recent advancements of nanomodified electrodes - Towards point-of-care detection of cardiac biomarkers. Bioelectrochemistry 2023; 152:108440. [PMID: 37060706 DOI: 10.1016/j.bioelechem.2023.108440] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 04/04/2023] [Accepted: 04/05/2023] [Indexed: 04/17/2023]
Abstract
The increasing number of deaths from cardiovascular diseases has become a substantial concern in both developed and underdeveloped countries. Rapid and on-site monitoring of this disease is urgently important to control, prevent and make awareness of public health. Recently, a lot of focus has been placed on nanomaterials and modify these nanomaterials have been explored to detect cardiac biomarkers. By implementing biosensors that are modified with novel recognition elements and more stable nanomaterials, the use of electrochemistry for point-of-care devices is more realistic every day. This review focuses on the current state of nanomaterials conjugated biorecognition elements (enzyme integrated with nanomaterials, antibody conjugated nanomaterials and aptamer conjugated nanomaterials) for electrochemical cardiovascular disease detection. Specifically, a lot of attention has been given to the trends toward more stable biosensors that have increased the potential to be used as point-of-care devices for the detection of cardiac biomarkers due to their high stability and specificity. Moreover, the recent progress on biomolecule-free electrochemical nanosensors for cardiovascular disease detection has been considered. At last, the possibility and drawbacks of some of these techniques for point-of-care cardiac device development in the future have been discussed.
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Affiliation(s)
- Ana Gomez Cardoso
- Department of Mechanical Engineering, McMaster University, 1280 Main Street, West Hamilton, Ontario L8S 4L7, Canada
| | - Syed Rahin Ahmed
- W Booth School of Engineering Practice and Technology, McMaster University, 1280 Main Street, West Hamilton, Ontario L8S 4L7, Canada
| | - Zahra Keshavarz-Motamed
- Department of Mechanical Engineering, McMaster University, 1280 Main Street, West Hamilton, Ontario L8S 4L7, Canada
| | - Seshasai Srinivasan
- Department of Mechanical Engineering, McMaster University, 1280 Main Street, West Hamilton, Ontario L8S 4L7, Canada; W Booth School of Engineering Practice and Technology, McMaster University, 1280 Main Street, West Hamilton, Ontario L8S 4L7, Canada.
| | - Amin Reza Rajabzadeh
- Department of Mechanical Engineering, McMaster University, 1280 Main Street, West Hamilton, Ontario L8S 4L7, Canada; W Booth School of Engineering Practice and Technology, McMaster University, 1280 Main Street, West Hamilton, Ontario L8S 4L7, Canada.
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18
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Ruiz-Fernández C, Ait Eldjoudi D, González-Rodríguez M, Cordero Barreal A, Farrag Y, García-Caballero L, Lago F, Mobasheri A, Sakai D, Pino J, Gualillo O. Monomeric CRP regulates inflammatory responses in human intervertebral disc cells. Bone Joint Res 2023; 12:189-198. [PMID: 37051830 PMCID: PMC10032231 DOI: 10.1302/2046-3758.123.bjr-2022-0223.r1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/29/2023] Open
Abstract
Aims CRP is an acute-phase protein that is used as a biomarker to follow severity and progression in infectious and inflammatory diseases. Its pathophysiological mechanisms of action are still poorly defined. CRP in its pentameric form exhibits weak anti-inflammatory activity. The monomeric isoform (mCRP) exerts potent proinflammatory properties in chondrocytes, endothelial cells, and leucocytes. No data exist regarding mCRP effects in human intervertebral disc (IVD) cells. This work aimed to verify the pathophysiological relevance of mCRP in the aetiology and/or progression of IVD degeneration. Methods We investigated the effects of mCRP and the signalling pathways that are involved in cultured human primary annulus fibrosus (AF) cells and in the human nucleus pulposus (NP) immortalized cell line HNPSV-1. We determined messenger RNA (mRNA) and protein levels of relevant factors involved in inflammatory responses, by quantitative real-time polymerase chain reaction (RT-qPCR) and western blot. We also studied the presence of mCRP in human AF and NP tissues by immunohistochemistry. Results We demonstrated that mCRP increases nitric oxide synthase 2 (NOS2), cyclooxygenase 2 (COX2), matrix metalloproteinase 13 (MMP13), vascular cell adhesion molecule 1 (VCAM1), interleukin (IL)-6, IL-8, and Lipocalin 2 (LCN2) expression in human AF and NP cells. We also showed that nuclear factor-κβ (NF-κβ), extracellular signal-regulated kinase 1/2 (ERK1/2), and phosphoinositide 3-kinase (PI3K) are at play in the intracellular signalling of mCRP. Finally, we demonstrated the presence of mCRP in human AF and NP tissues. Conclusion Our results indicate, for the first time, that mCRP can be localized in IVD tissues, where it triggers a proinflammatory and catabolic state in degenerative and healthy IVD cells, and that NF-κβ signalling may be implicated in the mediation of this mCRP-induced state. Cite this article: Bone Joint Res 2023;12(3):189–198.
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Affiliation(s)
- Clara Ruiz-Fernández
- SERGAS (Galician Healthcare Service) and NEIRID Lab (Neuroendocrine Interactions in Rheumatology and Inflammatory Diseases), Research Laboratory 9, IDIS (Health Research Institute of Santiago de Compostela), University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain
- Doctoral Programme in Medicine Clinical Research, International PhD School of the University of Santiago de Compostela (EDIUS), Santiago de Compostela, Spain
| | - Djedjiga Ait Eldjoudi
- SERGAS (Galician Healthcare Service) and NEIRID Lab (Neuroendocrine Interactions in Rheumatology and Inflammatory Diseases), Research Laboratory 9, IDIS (Health Research Institute of Santiago de Compostela), University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | - Maria González-Rodríguez
- SERGAS (Galician Healthcare Service) and NEIRID Lab (Neuroendocrine Interactions in Rheumatology and Inflammatory Diseases), Research Laboratory 9, IDIS (Health Research Institute of Santiago de Compostela), University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | - Alfonso Cordero Barreal
- SERGAS (Galician Healthcare Service) and NEIRID Lab (Neuroendocrine Interactions in Rheumatology and Inflammatory Diseases), Research Laboratory 9, IDIS (Health Research Institute of Santiago de Compostela), University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | - Yousof Farrag
- SERGAS (Galician Healthcare Service) and NEIRID Lab (Neuroendocrine Interactions in Rheumatology and Inflammatory Diseases), Research Laboratory 9, IDIS (Health Research Institute of Santiago de Compostela), University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | - Lucia García-Caballero
- Department of Morphological Sciences, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Francisca Lago
- Molecular and Cellular Cardiology Group, SERGAS (Galician Healthcare Service) and IDIS (Health Research Institute of Santiago de Compostela), Research Laboratory 7, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | - Ali Mobasheri
- Research Unit of Medical Imaging, Physics, and Technology, Faculty of Medicine, University of Oulu, Oulu, Finland
- Department of Regenerative Medicine, State Research Institute Centre for Innovative Medicine, Vilnius, Lithuania
- Departments of Orthopedic, Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
- World Health Organization Collaborating Center for Public Health Aspects of Musculoskeletal Health and Aging, University of Liège, Liège, Belgium
| | - Daisuke Sakai
- Department of Orthopedic Surgery, Surgical Science, School of Medicine, Tokai University, Isehara, Japan
| | - Jesús Pino
- SERGAS (Galician Healthcare Service) and NEIRID Lab (Neuroendocrine Interactions in Rheumatology and Inflammatory Diseases), Research Laboratory 9, IDIS (Health Research Institute of Santiago de Compostela), University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain
- Traumatology and Orthopedics Area, Department of Surgery and Medical-Surgical Specialties, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Oreste Gualillo
- SERGAS (Galician Healthcare Service) and NEIRID Lab (Neuroendocrine Interactions in Rheumatology and Inflammatory Diseases), Research Laboratory 9, IDIS (Health Research Institute of Santiago de Compostela), University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain
- Oreste Gualillo. E-mail:
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Molins B, Figueras-Roca M, Valero O, Llorenç V, Romero-Vázquez S, Sibila O, Adán A, García-Vidal C, Soriano A. C-reactive protein isoforms as prognostic markers of COVID-19 severity. Front Immunol 2023; 13:1105343. [PMID: 36741367 PMCID: PMC9893772 DOI: 10.3389/fimmu.2022.1105343] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 12/26/2022] [Indexed: 01/21/2023] Open
Abstract
C-reactive protein (CRP), an active regulator of the innate immune system, has been related to COVID-19 severity. CRP is a dynamic protein undergoing conformational changes upon activation in inflammatory microenvironments between pentameric and monomeric isoforms. Although pentameric CRP is the circulating isoform routinely tested for clinical purposes, monomeric CRP shows more proinflammatory properties. Therefore, we aimed to determine the potential of monomeric CRP in serum as a biomarker of disease severity in COVID-19 patients (admission to intensive care unit [ICU] and/or in-hospital mortality). We retrospectively determined clinical and biological features as well as pentameric and monomeric CRP levels in a cohort of 97 COVID-19 patients within 72h of hospital admission. Patients with severe disease had higher levels of both pentameric and monomeric CRP. However, multivariate analysis showed increased mCRP but not pCRP to be independently associated to disease severity. Notably, mCRP levels higher than 4000 ng/mL (OR: 4.551, 95% CI: 1.329-15.58), together with number of co-morbidities, low lymphocyte count, and procalcitonin levels were independent predictors of disease severity in the multivariate model. Our results show the potential of mCRP levels as a marker of clinical severity in COVID-19 disease.
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Affiliation(s)
- Blanca Molins
- Group of Ocular Inflammation: Clinical and Experimental Studies, Institut d’Investigacions Biomèdiques Agustí Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Marc Figueras-Roca
- Group of Ocular Inflammation: Clinical and Experimental Studies, Institut d’Investigacions Biomèdiques Agustí Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Institut Clínic d’Oftalmologia (ICOF), Hospital Clínic, Barcelona, Spain
| | - Oliver Valero
- Statistical Department, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Víctor Llorenç
- Group of Ocular Inflammation: Clinical and Experimental Studies, Institut d’Investigacions Biomèdiques Agustí Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Institut Clínic d’Oftalmologia (ICOF), Hospital Clínic, Barcelona, Spain
| | - Sara Romero-Vázquez
- Group of Ocular Inflammation: Clinical and Experimental Studies, Institut d’Investigacions Biomèdiques Agustí Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Oriol Sibila
- Respiratory Department, Hospital Clinic of Barcelona-IDIBAPS, CIBERES, University of Barcelona, Barcelona, Spain
| | - Alfredo Adán
- Group of Ocular Inflammation: Clinical and Experimental Studies, Institut d’Investigacions Biomèdiques Agustí Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Institut Clínic d’Oftalmologia (ICOF), Hospital Clínic, Barcelona, Spain
| | - Carolina García-Vidal
- Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Alex Soriano
- Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, University of Barcelona, Barcelona, Spain
- CIBERINF, Barcelona, Spain
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20
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Zeller J, Cheung Tung Shing KS, Nero TL, McFadyen JD, Krippner G, Bogner B, Kreuzaler S, Kiefer J, Horner VK, Braig D, Danish H, Baratchi S, Fricke M, Wang X, Kather MG, Kammerer B, Woollard KJ, Sharma P, Morton CJ, Pietersz G, Parker MW, Peter K, Eisenhardt SU. A novel phosphocholine-mimetic inhibits a pro-inflammatory conformational change in C-reactive protein. EMBO Mol Med 2022; 15:e16236. [PMID: 36468184 PMCID: PMC9832874 DOI: 10.15252/emmm.202216236] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 10/29/2022] [Accepted: 11/06/2022] [Indexed: 12/09/2022] Open
Abstract
C-reactive protein (CRP) is an early-stage acute phase protein and highly upregulated in response to inflammatory reactions. We recently identified a novel mechanism that leads to a conformational change from the native, functionally relatively inert, pentameric CRP (pCRP) structure to a pentameric CRP intermediate (pCRP*) and ultimately to the monomeric CRP (mCRP) form, both exhibiting highly pro-inflammatory effects. This transition in the inflammatory profile of CRP is mediated by binding of pCRP to activated/damaged cell membranes via exposed phosphocholine lipid head groups. We designed a tool compound as a low molecular weight CRP inhibitor using the structure of phosphocholine as a template. X-ray crystallography revealed specific binding to the phosphocholine binding pockets of pCRP. We provide in vitro and in vivo proof-of-concept data demonstrating that the low molecular weight tool compound inhibits CRP-driven exacerbation of local inflammatory responses, while potentially preserving pathogen-defense functions of CRP. The inhibition of the conformational change generating pro-inflammatory CRP isoforms via phosphocholine-mimicking compounds represents a promising, potentially broadly applicable anti-inflammatory therapy.
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Affiliation(s)
- Johannes Zeller
- Department of Plastic and Hand Surgery, University of Freiburg Medical CentreMedical Faculty of the University of FreiburgFreiburgGermany,Baker Heart and Diabetes InstituteMelbourneVic.Australia
| | - Karen S Cheung Tung Shing
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology InstituteThe University of MelbourneParkvilleVic.Australia,Department of Cardiometabolic HealthThe University of MelbourneParkvilleVic.Australia
| | - Tracy L Nero
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology InstituteThe University of MelbourneParkvilleVic.Australia,Department of Cardiometabolic HealthThe University of MelbourneParkvilleVic.Australia,ACRF Rational Drug Discovery CentreSt. Vincent's Institute of Medical ResearchFitzroyVic.Australia
| | - James D McFadyen
- Baker Heart and Diabetes InstituteMelbourneVic.Australia,Department of Cardiometabolic HealthThe University of MelbourneParkvilleVic.Australia
| | - Guy Krippner
- Baker Heart and Diabetes InstituteMelbourneVic.Australia
| | - Balázs Bogner
- Department of Plastic and Hand Surgery, University of Freiburg Medical CentreMedical Faculty of the University of FreiburgFreiburgGermany
| | - Sheena Kreuzaler
- Department of Plastic and Hand Surgery, University of Freiburg Medical CentreMedical Faculty of the University of FreiburgFreiburgGermany
| | - Jurij Kiefer
- Department of Plastic and Hand Surgery, University of Freiburg Medical CentreMedical Faculty of the University of FreiburgFreiburgGermany
| | - Verena K Horner
- Department of Plastic and Hand Surgery, University of Freiburg Medical CentreMedical Faculty of the University of FreiburgFreiburgGermany
| | - David Braig
- Department of Plastic and Hand Surgery, University of Freiburg Medical CentreMedical Faculty of the University of FreiburgFreiburgGermany
| | - Habiba Danish
- Baker Heart and Diabetes InstituteMelbourneVic.Australia,School of Health and Biomedical SciencesRMIT UniversityMelbourneVic.Australia
| | - Sara Baratchi
- School of Health and Biomedical SciencesRMIT UniversityMelbourneVic.Australia
| | - Mark Fricke
- Department of Plastic and Hand Surgery, University of Freiburg Medical CentreMedical Faculty of the University of FreiburgFreiburgGermany
| | - Xiaowei Wang
- Baker Heart and Diabetes InstituteMelbourneVic.Australia,Department of Cardiometabolic HealthThe University of MelbourneParkvilleVic.Australia
| | - Michel G Kather
- Centre for Integrative Signalling Analysis CISAUniversity of FreiburgFreiburgGermany
| | - Bernd Kammerer
- Centre for Integrative Signalling Analysis CISAUniversity of FreiburgFreiburgGermany
| | | | - Prerna Sharma
- Baker Heart and Diabetes InstituteMelbourneVic.Australia
| | - Craig J Morton
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology InstituteThe University of MelbourneParkvilleVic.Australia,Department of Cardiometabolic HealthThe University of MelbourneParkvilleVic.Australia
| | - Geoffrey Pietersz
- Baker Heart and Diabetes InstituteMelbourneVic.Australia,Department of Cardiometabolic HealthThe University of MelbourneParkvilleVic.Australia
| | - Michael W Parker
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology InstituteThe University of MelbourneParkvilleVic.Australia,Department of Cardiometabolic HealthThe University of MelbourneParkvilleVic.Australia,ACRF Rational Drug Discovery CentreSt. Vincent's Institute of Medical ResearchFitzroyVic.Australia
| | - Karlheinz Peter
- Baker Heart and Diabetes InstituteMelbourneVic.Australia,Department of Cardiometabolic HealthThe University of MelbourneParkvilleVic.Australia
| | - Steffen U Eisenhardt
- Department of Plastic and Hand Surgery, University of Freiburg Medical CentreMedical Faculty of the University of FreiburgFreiburgGermany
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21
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Ma N, Luo X, Wu W, Liu J. Fabrication of a Disposable Electrochemical Immunosensor Based on Nanochannel Array Modified Electrodes and Gated Electrochemical Signals for Sensitive Determination of C-Reactive Protein. NANOMATERIALS (BASEL, SWITZERLAND) 2022; 12:nano12223981. [PMID: 36432268 PMCID: PMC9696649 DOI: 10.3390/nano12223981] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 10/27/2022] [Accepted: 11/08/2022] [Indexed: 05/05/2023]
Abstract
Sensitive determination of C-reactive protein (CRP) is of great significance because it is an early indicator of inflammation in cardiovascular disease and acute myocardial infarction. A disposable electrode with an integrated three-electrode system (working, reference, and counter electrodes) has great potential in the detection of biomarkers. In this work, an electrochemical immunosensing platform was fabricated on disposable and integrated screen-printed carbon electrode (SPCE) by introducing nanochannel arrays and gated electrochemical signals, which can achieve the sensitive detection of CRP in serum. To introduce active reactive groups for the fabrication of immuno-recognitive interface, vertically-ordered mesoporous silica-nanochannel film (VMSF) with rich amino groups (NH2-VMSF) was rapidly grown by electrochemical assisted self-assembly (EASA). The electrochemically reduced graphene oxide (ErGO) synthesized in situ during the growth of NH2-VMSF was used as a conductive adhesive glue to achieve stable bonding of the nanochannel array (NH2-VMSF/ErGO/SPCE). After the amino group on the outer surface of NH2-VMSF reacted with bifunctional glutaraldehyde (GA/NH2-VMSF/ErGO/SPCE), the converted aldehyde surface was applied for covalent immobilization of the recognitive antibody (Ab) followed with the blocking of the non-specific sites. The fabricated immunosensor, Ab/GA/NH2-VMSF/ErGO/SPCE, enables sensitive detection of CRP in the range from 10 pg/mL to 100 ng/mL with low limit of detection (LOD, 8 pg/mL, S/N = 3). The immunosensor possessed high selectivity and can realize reliable determination of CRP in human serum.
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Affiliation(s)
- Ning Ma
- Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan 030032, China
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Xuan Luo
- Department of Chemistry, Key Laboratory of Surface & Interface Science of Polymer Materials of Zhejiang Province, Zhejiang Sci-Tech University, Hangzhou 310018, China
| | - Weidong Wu
- Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan 030032, China
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
- Correspondence: (W.W.); or (J.L.)
| | - Jiyang Liu
- Department of Chemistry, Key Laboratory of Surface & Interface Science of Polymer Materials of Zhejiang Province, Zhejiang Sci-Tech University, Hangzhou 310018, China
- Correspondence: (W.W.); or (J.L.)
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22
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Labarrere CA, Kassab GS. Glutathione: A Samsonian life-sustaining small molecule that protects against oxidative stress, ageing and damaging inflammation. Front Nutr 2022; 9:1007816. [PMID: 36386929 PMCID: PMC9664149 DOI: 10.3389/fnut.2022.1007816] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Accepted: 10/12/2022] [Indexed: 11/26/2022] Open
Abstract
Many local and systemic diseases especially diseases that are leading causes of death globally like chronic obstructive pulmonary disease, atherosclerosis with ischemic heart disease and stroke, cancer and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) causing coronavirus disease 19 (COVID-19), involve both, (1) oxidative stress with excessive production of reactive oxygen species (ROS) that lower glutathione (GSH) levels, and (2) inflammation. The GSH tripeptide (γ- L-glutamyl-L-cysteinyl-glycine), the most abundant water-soluble non-protein thiol in the cell (1-10 mM) is fundamental for life by (a) sustaining the adequate redox cell signaling needed to maintain physiologic levels of oxidative stress fundamental to control life processes, and (b) limiting excessive oxidative stress that causes cell and tissue damage. GSH activity is facilitated by activation of the Kelch-like ECH-associated protein 1 (Keap1)-Nuclear factor erythroid 2-related factor 2 (Nrf2)-antioxidant response element (ARE) redox regulator pathway, releasing Nrf2 that regulates expression of genes controlling antioxidant, inflammatory and immune system responses. GSH exists in the thiol-reduced (>98% of total GSH) and disulfide-oxidized (GSSG) forms, and the concentrations of GSH and GSSG and their molar ratio are indicators of the functionality of the cell. GSH depletion may play a central role in inflammatory diseases and COVID-19 pathophysiology, host immune response and disease severity and mortality. Therapies enhancing GSH could become a cornerstone to reduce severity and fatal outcomes of inflammatory diseases and COVID-19 and increasing GSH levels may prevent and subdue these diseases. The life value of GSH makes for a paramount research field in biology and medicine and may be key against systemic inflammation and SARS-CoV-2 infection and COVID-19 disease. In this review, we emphasize on (1) GSH depletion as a fundamental risk factor for diseases like chronic obstructive pulmonary disease and atherosclerosis (ischemic heart disease and stroke), (2) importance of oxidative stress and antioxidants in SARS-CoV-2 infection and COVID-19 disease, (3) significance of GSH to counteract persistent damaging inflammation, inflammaging and early (premature) inflammaging associated with cell and tissue damage caused by excessive oxidative stress and lack of adequate antioxidant defenses in younger individuals, and (4) new therapies that include antioxidant defenses restoration.
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23
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Li Y, He S, Liu T, Cheng Z, Wang C, Shi Y, Liu J. Effect of high-sensitivity C-reactive protein on the relationship between haemoglobin A1c and cardiovascular events in patients with acute coronary syndrome undergoing percutaneous coronary intervention: a cohort study. Cardiovasc Diagn Ther 2022; 12:614-625. [PMID: 36329961 PMCID: PMC9622396 DOI: 10.21037/cdt-22-78] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 08/02/2022] [Indexed: 10/11/2023]
Abstract
BACKGROUND There are different opinions on haemoglobin A1c (HbA1c) in predicting cardiovascular events after percutaneous coronary intervention (PCI). Some factors may affect the ability of HbA1c to predict cardiovascular events, resulting in this inconsistency. Inflammation is a direct and whole-process participant in atherosclerosis. However, no one has studied the effect of inflammation on the correlation between HbA1c and cardiovascular events. Therefore, we aimed to test the hypothesis that high-sensitivity C-reactive protein (hsCRP) modulates HbA1c-related cardiovascular events in patients with the acute coronary syndrome (ACS) undergoing PCI. METHODS This was a retrospective cohort study. We enrolled patients with ACS who were hospitalized for PCI and followed up for 24 months. The primary outcome was the composite of major adverse cardiovascular and cerebrovascular events (MACCEs), including all-cause death, nonfatal myocardial infarction, nonfatal stroke, and unplanned repeat revascularization. We stratified the overall population by HbA1c tertiles and hsCRP median. The relationship between HbA1c, hsCRP, and cardiovascular events was analysed by the Cox proportional hazard regression model. RESULTS A total of 2,023 patients were enrolled in this study (age: 59.7±10.03 years old, 78.1% male patients). After the 24-month follow-up, 152 (7.51%) events occurred. Patients with hsCRP >1.21 mg/L had an increased cardiovascular risk compared with patients with hsCRP ≤1.21 mg/L [hazard ratio (HR) 1.58, 95% confidence interval (CI): 1.12-2.24, P=0.010]. We did not observe a significant correlation between HbA1c and cardiovascular events. Furthermore, we stratified patients by hsCRP ≤1.21 or >1.21 mg/L and found that the correlation between HbA1c and cardiovascular events was only significant in patients with hsCRP ≤1.21 mg/L (tertile 2 vs. tertile 1: HR 1.76, 95% CI: 0.79-3.90, P=0.165, tertile 3 vs. tertile 1: HR 3.03, 95% CI: 1.50-6.12, P=0.002; P=0.008 for trend) but not in patients with hsCRP >1.21 mg/L. CONCLUSIONS This study showed that hsCRP may affect the relationship between HbA1c and the risk of cardiovascular events in patients with ACS after PCI. This finding suggests that the risk of cardiovascular events may be underestimated when only HbA1c is used as a predictor of cardiovascular risk. HbA1c has a better predictive value in the absence or low levels of inflammation states represented by hsCRP as a predictor of cardiovascular events.
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Affiliation(s)
- Yingkai Li
- Center for Coronary Artery Disease, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
| | - Songyuan He
- Center for Coronary Artery Disease, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
| | - Tong Liu
- Center for Coronary Artery Disease, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
| | - Zichao Cheng
- Center for Coronary Artery Disease, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
| | - Cong Wang
- Center for Coronary Artery Disease, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
| | - Yuchen Shi
- Center for Coronary Artery Disease, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
| | - Jinghua Liu
- Center for Coronary Artery Disease, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
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24
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Dix C, Zeller J, Stevens H, Eisenhardt SU, Shing KSCT, Nero TL, Morton CJ, Parker MW, Peter K, McFadyen JD. C-reactive protein, immunothrombosis and venous thromboembolism. Front Immunol 2022; 13:1002652. [PMID: 36177015 PMCID: PMC9513482 DOI: 10.3389/fimmu.2022.1002652] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 08/22/2022] [Indexed: 11/24/2022] Open
Abstract
C-reactive protein (CRP) is a member of the highly conserved pentraxin superfamily of proteins and is often used in clinical practice as a marker of infection and inflammation. There is now increasing evidence that CRP is not only a marker of inflammation, but also that destabilized isoforms of CRP possess pro-inflammatory and pro-thrombotic properties. CRP circulates as a functionally inert pentameric form (pCRP), which relaxes its conformation to pCRP* after binding to phosphocholine-enriched membranes and then dissociates to monomeric CRP (mCRP). with the latter two being destabilized isoforms possessing highly pro-inflammatory features. pCRP* and mCRP have significant biological effects in regulating many of the aspects central to pathogenesis of atherothrombosis and venous thromboembolism (VTE), by directly activating platelets and triggering the classical complement pathway. Importantly, it is now well appreciated that VTE is a consequence of thromboinflammation. Accordingly, acute VTE is known to be associated with classical inflammatory responses and elevations of CRP, and indeed VTE risk is elevated in conditions associated with inflammation, such as inflammatory bowel disease, COVID-19 and sepsis. Although the clinical data regarding the utility of CRP as a biomarker in predicting VTE remains modest, and in some cases conflicting, the clinical utility of CRP appears to be improved in subsets of the population such as in predicting VTE recurrence, in cancer-associated thrombosis and in those with COVID-19. Therefore, given the known biological function of CRP in amplifying inflammation and tissue damage, this raises the prospect that CRP may play a role in promoting VTE formation in the context of concurrent inflammation. However, further investigation is required to unravel whether CRP plays a direct role in the pathogenesis of VTE, the utility of which will be in developing novel prophylactic or therapeutic strategies to target thromboinflammation.
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Affiliation(s)
- Caroline Dix
- Department of Haematology, Alfred Hospital, Melbourne, VIC, Australia
- Australian Centre for Blood Diseases, Monash University, Melbourne, VIC, Australia
| | - Johannes Zeller
- Atherothrombosis and Vascular Biology Program, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
- Department of Plastic and Hand Surgery, University of Freiburg Medical Centre, Medical Faculty of the University of Freiburg, Freiburg, Germany
| | - Hannah Stevens
- Department of Haematology, Alfred Hospital, Melbourne, VIC, Australia
- Australian Centre for Blood Diseases, Monash University, Melbourne, VIC, Australia
- Atherothrombosis and Vascular Biology Program, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Steffen U. Eisenhardt
- Department of Plastic and Hand Surgery, University of Freiburg Medical Centre, Medical Faculty of the University of Freiburg, Freiburg, Germany
| | - Karen S. Cheung Tung Shing
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC, Australia
- Baker Department of Cardiometabolic Health, The University of Melbourne, Parkville, VIC, Australia
| | - Tracy L. Nero
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC, Australia
- Baker Department of Cardiometabolic Health, The University of Melbourne, Parkville, VIC, Australia
| | - Craig J. Morton
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC, Australia
- Baker Department of Cardiometabolic Health, The University of Melbourne, Parkville, VIC, Australia
- Commonwealth Scientific and Industrial Research Organisation (CSIRO) Biomedical Manufacturing Program, Clayton, VIC, Australia
| | - Michael W. Parker
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC, Australia
- Baker Department of Cardiometabolic Health, The University of Melbourne, Parkville, VIC, Australia
- Structural Biology Unit, St. Vincent’s Institute of Medical Research, Fitzroy, VIC, Australia
| | - Karlheinz Peter
- Atherothrombosis and Vascular Biology Program, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
- Baker Department of Cardiometabolic Health, The University of Melbourne, Parkville, VIC, Australia
- Department of Cardiology, Alfred Hospital, Melbourne, VIC, Australia
| | - James D. McFadyen
- Department of Haematology, Alfred Hospital, Melbourne, VIC, Australia
- Australian Centre for Blood Diseases, Monash University, Melbourne, VIC, Australia
- Atherothrombosis and Vascular Biology Program, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
- Baker Department of Cardiometabolic Health, The University of Melbourne, Parkville, VIC, Australia
- *Correspondence: James D. McFadyen,
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25
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Richter K, Amati AL, Padberg W, Grau V. Negative regulation of ATP-induced inflammasome activation and cytokine secretion by acute-phase proteins: A mini review. Front Pharmacol 2022; 13:981276. [PMID: 36105198 PMCID: PMC9465249 DOI: 10.3389/fphar.2022.981276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 08/04/2022] [Indexed: 01/08/2023] Open
Abstract
The expression of the acute-phase reactants C-reactive protein (CRP), α1-antitrypsin (AAT), and secretory leukocyte protease inhibitor (SLPI), is induced in response to inflammation by pro-inflammatory mediators, including interleukin-1β. It is conceivable that acute-phase proteins exert protective functions, when the integrity of an organism is challenged by pathogens or trauma, which result in uncontrolled release of endogenous damage-associated molecular patterns like Toll-like receptor agonists and ATP. Acute-phase proteins can enhance or down-modulate immunity against infections or protect the host against damage caused by over-shooting effector functions of the immune system. CRP is mainly regarded as a pro-inflammatory opsonizing agent that binds to bacteria and damaged host cells thereby contributing to their inactivation and elimination. AAT and SLPI are well known for their anti-protease activity, which protects the lung extracellular matrix against degradation by proteases that are released by activated neutrophil granulocytes. In addition, there is growing evidence, that CRP, AAT, and SLPI can control the biosynthesis, maturation, and secretion of pro-inflammatory cytokines. The purpose of this narrative mini review is to summarize these anti-inflammatory functions with a focus on the negative control of the ATP-induced, inflammasome-dependent secretion of interleukin-1β by monocytes. CRP-, AAT- and SLPI-mediated control of interleukin-1β release involves the activation of unconventional nicotinic acetylcholine receptors that inhibits the ionotropic function of the ATP receptor P2X7. Apart from other functions, CRP, AAT, and SLPI seem to be central elements of systemic negative feedback loops that protect the host against systemic hyperinflammation, barrier dysfunction, and death by multiple organ damage.
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26
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Fujita C, Sakurai Y, Yasuda Y, Homma R, Huang CL, Fujita M. mCRP as a Biomarker of Adult-Onset Still’s Disease: Quantification of mCRP by ELISA. Front Immunol 2022; 13:938173. [PMID: 35844576 PMCID: PMC9284222 DOI: 10.3389/fimmu.2022.938173] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Accepted: 06/13/2022] [Indexed: 11/16/2022] Open
Abstract
Background C-reactive protein (CRP) is a dynamic protein that undergoes conformational changes between circulating native pentameric CRP (pCRP), pentameric symmetrical forms (pCRP*) and monomeric (or modified) CRP (mCRP) forms. mCRP exhibits strong pro-inflammatory activity and activates platelets, leukocytes, and endothelial cells. Abundant deposition of mCRP in inflamed tissues plays a role in several disease conditions, such as ischemia/reperfusion injury, Alzheimer’s disease, and cardiovascular disease. Although pCRP is typically quantified rather than mCRP for clinical purposes, mCRP may be a more appropriate disease marker of inflammatory diseases. Therefore, simple methods for quantifying mCRP are needed. Methods We developed a specific enzyme-linked immunosorbent assay (ELISA) to measure plasma levels of mCRP. Plasma mCRP concentration was measured in patients with adult-onset Still’s disease (AOSD) (n=20), polymyalgia rheumatica (PMR) (n=20), rheumatoid arthritis (RA) (n=30), infection (n=50), and in control subjects (n=30) using the developed ELISA. Results We demonstrated that mCRP is elevated in some inflammatory autoimmune diseases, particularly AOSD. The mCRP concentration was also significantly higher among AOSD patients than RA, PMR patients and controls (477 ng/ml, 77 ng/ml, 186 ng/ml, and 1.2 ng/ml, respectively). Also, the mCRP (×1,000)/pCRP ratio was significantly higher among AOSD patients than RA, PMR, and infection patients (3.5, 0.6, 1,6, and 2.0, respectively). Conclusion The plasma mCRP levels are elevated in some autoimmune diseases, particularly AOSD. The plasma mCRP levels may therefore be a potentially useful biomarker for AOSD.
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Affiliation(s)
- Chitose Fujita
- Division of Oncology, The Tazuke Kofukai Medical Research Institute, Kitano Hospital, Osaka, Japan
- The Japan-Multinational Trial Organization, Aichi, Japan
| | - Yasuo Sakurai
- The Japan-Multinational Trial Organization, Aichi, Japan
- Advanced Technology Research Department, Research and Development Center, Canon Medical Systems Corporation, Tochigi, Japan
| | - Yuki Yasuda
- Advanced Technology Research Department, Research and Development Center, Canon Medical Systems Corporation, Tochigi, Japan
| | - Rino Homma
- Advanced Technology Research Department, Research and Development Center, Canon Medical Systems Corporation, Tochigi, Japan
| | - Cheng-Long Huang
- Division of Oncology, The Tazuke Kofukai Medical Research Institute, Kitano Hospital, Osaka, Japan
- The Japan-Multinational Trial Organization, Aichi, Japan
| | - Masaaki Fujita
- Division of Oncology, The Tazuke Kofukai Medical Research Institute, Kitano Hospital, Osaka, Japan
- The Japan-Multinational Trial Organization, Aichi, Japan
- Division of Clinical Immunology and Rheumatology, Kansai Electric Power Hospital, Medical Research Institute, Osaka, Japan
- Department of Infectious Diseases, The Tazuke Kofukai Medical Research Institute, Kitano Hospital, Osaka, Japan
- *Correspondence: Masaaki Fujita,
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