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Ng KTP, Pang L, Wang JQ, She WH, Tsang SHY, Lo CM, Man K, Cheung TT. Indications of pro-inflammatory cytokines in laparoscopic and open liver resection for early-stage hepatocellular carcinoma. Hepatobiliary Pancreat Dis Int 2024; 23:257-264. [PMID: 37903711 DOI: 10.1016/j.hbpd.2023.10.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 10/06/2023] [Indexed: 11/01/2023]
Abstract
BACKGROUND Our clinical practice of laparoscopic liver resection (LLR) had achieved better short-term and long-term benefits for patients with hepatocellular carcinoma (HCC) over open liver resection (OLR), but the underlying mechanisms are not clear. This study was to find out whether systemic inflammation plays an important role. METHODS A total of 103 patients with early-stage HCC under liver resection were enrolled (LLR group, n = 53; OLR group, n = 50). The expression of 9 inflammatory cytokines in patients at preoperation, postoperative day 1 (POD1) and POD7 was quantified by Luminex Multiplex assay. The relationships of the cytokines and the postoperative outcomes were compared between LLR and OLR. RESULTS Seven of the circulating cytokines were found to be significantly upregulated on POD1 after LLR or OLR compared to their preoperative levels. Compared to OLR, the POD1 levels of granulocyte-macrophage colony-stimulating factor (GM-CSF), interleukin-6 (IL-6), IL-8, and monocyte chemoattractant protein-1 (MCP-1) in the LLR group were significantly lower. Higher POD1 levels of these cytokines were significantly correlated with longer operative time and higher volume of blood loss during operation. The levels of these cytokines were positively associated with postoperative liver injury, and the length of hospital stay. Importantly, a high level of IL-6 at POD1 was a risk factor for HCC recurrence and poor disease-free survival after liver resection. CONCLUSIONS Significantly lower level of GM-CSF, IL-6, IL-8, and MCP-1 after liver resection represented a milder systemic inflammation which might be an important mechanism to offer better short-term and long-term outcomes in LLR over OLR.
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Affiliation(s)
- Kevin Tak-Pan Ng
- Department of Surgery, HKU-SZH & School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Li Pang
- Department of Surgery, HKU-SZH & School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Jia-Qi Wang
- Department of Surgery, HKU-SZH & School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Wong Hoi She
- Department of Surgery, HKU-SZH & School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Simon Hing-Yin Tsang
- Department of Surgery, HKU-SZH & School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Chung Mau Lo
- Department of Surgery, HKU-SZH & School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Kwan Man
- Department of Surgery, HKU-SZH & School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Tan To Cheung
- Department of Surgery, HKU-SZH & School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China; State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China.
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2
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Recknagel S, Rademacher S, Höhne C, Lederer AA, Lange UG, Herta T, Seehofer D, Sucher R, Scheuermann U. Prediction of the Postoperative Outcome in Liver Resection Using Perioperative Serum Lactate Levels. J Clin Med 2023; 12:jcm12062100. [PMID: 36983103 PMCID: PMC10051976 DOI: 10.3390/jcm12062100] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 03/01/2023] [Accepted: 03/06/2023] [Indexed: 03/10/2023] Open
Abstract
Background: The aim of our study was to analyze perioperative lactate levels and their predictive value for postoperative mortality and morbidity after liver resection. Methods: The clinicopathological characteristics and outcomes of 152 patients who underwent liver resection for benign and malign diagnoses were analyzed retrospectively. Lactate concentrations at three different time points, (1) before liver resection (LAC-PRE), (2) after liver resection on day 0 (LAC-POST), and (3) on day one after the operation (LAC-POD1) were assessed regarding the prognostic value in predicting postoperative complications and mortality according to the Clavien–Dindo (CD) classification. Results: The rates of postoperative complications (CD ≥ IIIb) and mortality rates were 19.7% (N = 30) and 4.6% (N = 7), respectively. The LAC-PRE levels showed no correlation with the postoperative outcome. The ROC curve analysis showed that LCT-POST and LCT-POD1 values were moderately strong in predicting postoperative morbidity (0.681 and 0.768, respectively) and had strong predictive accuracies regarding postoperative mortality (0.800 and 0.838, respectively). The multivariate analysis revealed LAC-POST as a significant predictor of postoperative complications (CD ≥ IIIb: OR 9.28; 95% CI: 2.88–29.9; p < 0.001) and mortality (OR 11.69; 95% CI: 1.76–77.7; p = 0.011). Conclusion: Early postoperative lactate levels are a useful and easily practicable predictor of postoperative morbidity and mortality in patients after liver resection.
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Affiliation(s)
- Sebastian Recknagel
- Department of Visceral, Transplantation, Vascular and Thoracic Surgery, University Hospital of Leipzig, 04103 Leipzig, Germany
| | - Sebastian Rademacher
- Department of Visceral, Transplantation, Vascular and Thoracic Surgery, University Hospital of Leipzig, 04103 Leipzig, Germany
| | - Claudia Höhne
- Department of Anesthesiology, Pain Therapy, Intensive Care and Emergency Medicine, DRK Hospital Berlin-Koepenick, 12559 Berlin, Germany
| | - Andri A. Lederer
- Department of Visceral, Transplantation, Vascular and Thoracic Surgery, University Hospital of Leipzig, 04103 Leipzig, Germany
| | - Undine G. Lange
- Department of Visceral, Transplantation, Vascular and Thoracic Surgery, University Hospital of Leipzig, 04103 Leipzig, Germany
| | - Toni Herta
- Department of Gastroenterology and Oncology, Division of Hepatology, University Hospital Leipzig, 04103 Leipzig, Germany
| | - Daniel Seehofer
- Department of Visceral, Transplantation, Vascular and Thoracic Surgery, University Hospital of Leipzig, 04103 Leipzig, Germany
| | - Robert Sucher
- Department of Visceral, Transplantation, Vascular and Thoracic Surgery, University Hospital of Leipzig, 04103 Leipzig, Germany
| | - Uwe Scheuermann
- Department of Visceral, Transplantation, Vascular and Thoracic Surgery, University Hospital of Leipzig, 04103 Leipzig, Germany
- Correspondence:
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Arisaka S, Matsuyama R, Goto K, Suwa Y, Mori R, Morioka D, Taguri M, Endo I. Predictive Ability of Preoperative PT-INR and Postoperative MCP1 for Post-hepatectomy Liver Failure. In Vivo 2021; 34:1255-1263. [PMID: 32354916 DOI: 10.21873/invivo.11899] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 03/09/2020] [Accepted: 03/12/2020] [Indexed: 01/13/2023]
Abstract
BACKGROUND We sought a diagnostic tool using perioperative variables that might predict post-hepatectomy liver failure (PHLF). PATIENTS AND METHODS In 68 patients undergoing major hepatectomy, data on inflammatory markers and coagulation factors were prospectively collected and were compared between patients with International Study Group of Liver Surgery definition grade B/C PHLF (LF group) and those without LF (non-LF group). RESULTS Preoperatively, the LF group (n=9; 13.2%) had a lower platelet count and a disintegrin-like and metalloproteinase with thrombospondin type 1 motifs 13 (ADAMTS13) activity and a higher prothrombin time-International Normalized Ratio (PT-INR) than the non-LF group. On postoperative day 1, the LF group had significantly higher serum interleukin 6 (IL6), C-C motif chemokine ligand 2 (CCL2), and IL10 levels than the non-LF group. The logistic regression model that included preoperative PT-INR and CCL2 on postoperative day 1 predicted grade B/C PHLF with 100% sensitivity and 89.8% specificity. CONCLUSION Our findings suggest that the combination of preoperative PT-INR and CCL2 on postoperative day 1 can predict PHLF earlier and precisely after major hepatectomy.
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Affiliation(s)
- Sayaka Arisaka
- Department of Gastroenterological Surgery, Yokohama City University, Yokohama, Japan
| | - Ryusei Matsuyama
- Department of Gastroenterological Surgery, Yokohama City University, Yokohama, Japan
| | - Koki Goto
- Department of Gastroenterological Surgery, Yokohama City University, Yokohama, Japan
| | - Yusuke Suwa
- Department of Gastroenterological Surgery, Yokohama City University, Yokohama, Japan
| | - Ryutaro Mori
- Department of Gastroenterological Surgery, Yokohama City University, Yokohama, Japan
| | - Daisuke Morioka
- Department of Gastroenterological Surgery, Yokohama City University, Yokohama, Japan
| | - Masataka Taguri
- Department of Biostatistics, Yokohama City University, Yokohama, Japan
| | - Itaru Endo
- Department of Gastroenterological Surgery, Yokohama City University, Yokohama, Japan
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4
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Kirdak T, Uysal E, Sezgin E, Cecen GS, Cavun S. Inflammatory response markers in rats undergoing abdominal surgical procedures. Ann Gastroenterol 2020; 33:528-535. [PMID: 32879601 PMCID: PMC7406820 DOI: 10.20524/aog.2020.0511] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 06/09/2020] [Indexed: 01/01/2023] Open
Abstract
Background The aim of this study was to determine the effectiveness of cortisol, interleukin (IL)-6, C-reactive protein (CRP), and white blood cell (WBC) count as inflammatory markers to evaluate the postoperative inflammatory response associated with various abdominal surgical procedures in rats. Methods Wistar albino rats (N=152) were randomly assigned to 7 groups: control, hepatectomy, splenectomy, nephrectomy, colectomy, gastrectomy, and sham. Apart from the control group, each group was then divided into 3 subgroups: 6th, 24th and 48th h. Thus, a total of 19 groups were defined, each including 8 rats. At the 6th, 24th and 48th h following the surgical procedures blood samples from each rat were collected. The plasma concentrations of IL- 6, cortisol, CRP, and WBC were measured. Results Both the surgery category and the elapsed time after the surgery had a significant effect on IL-6 levels (P<0.0001). Blood CRP levels were primarily determined by the surgery category (P<0.0001). Neither surgery nor the elapsed time had a significant effect on the cortisol levels. The elapsed time after surgery was the major factor that influenced the differences in WBC count among the surgery groups (P<0.0001). Conclusions Our results cumulatively indicate that the levels of IL-6, CRP, and cortisol and WBC count change at different time points after several abdominal surgical procedures. Cortisol level is not related to the type of surgical procedure or the elapsed time, while WBC count decreases with the elapsed time. None of the changes in the markers investigated in this study is specifically related to the category of abdominal surgical procedure.
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Affiliation(s)
- Türkay Kirdak
- Department of General Surgery, Uludag University School of Medicine, Bursa
| | - Erdal Uysal
- Department of General Surgery, Gaziantep, Sanko University School of Medicine
| | - Efe Sezgin
- Department of Food Engineering, Izmir, lzmir lnstitute of Technology, Laboratory of Nutrigenomics and Epidemiology
| | - Gülce Sevdar Cecen
- Department of Medical Pharmacology, Uludag University School of Medicine, Bursa, Turkey
| | - Sinan Cavun
- Department of Medical Pharmacology, Uludag University School of Medicine, Bursa, Turkey
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5
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Zhang Q, Li J, Liang X, Xie H, Sun H, Lin X, Zhou J, He X, Zhu B. The preventive effect of Chinese herbal preparation Xuebijing against hyperactive inflammation after hepato-pancreato-biliary surgery. ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:481. [PMID: 31700917 DOI: 10.21037/atm.2019.07.78] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Background Hepato-pancreato-biliary (HPB) surgery is a primary treatment for benign and malignant diseases of the liver, biliary tract, and pancreas. Hyperactive inflammation has been indicated as a critical risk factor of post-operation death after HPB surgery. Xuebijing is an anti-inflammatory intravenous herbal preparation made from traditional Chinese medicines. Emerging evidence has implicated a protective role of Xuebijing against hyperactive inflammation. Methods A retrospective cohort study was conducted. We analyzed a total of 638 cases of HPB surgery, including hepatectomy, Whipple's surgery, and surgeries for cholelithiasis, which were divided into a Xuebijing treatment group and a conventional treatment group according to whether they were treated with Xuebijing injection or not. Clinical data related to liver function and inflammation were compared between the two groups after operation, including liver function index, white blood cell (WBC) count, neutrophil percentage (NE%), C-reactive protein (CRP), serum interleukin-6 (IL-6), body temperature, mortality, incidence of adverse reaction, length of postoperative hospital stay, and hospitalization cost. Results Xuebijing injection was found to decrease the levels of inflammatory markers in the blood significantly, including WBC, NE%, CRP, IL-6, and reduce the incidence of postoperative fever without prolonging in-hospital length or increasing cost compared to the conventional treatment group. Moreover, our data demonstrated that Xuebijing injection did not impact liver function after hepatectomy. Conclusions These results suggest that Xuebijing injection alleviates hyperactive inflammation caused by HPB surgery, and support the application of Xuebijing injection as a safe therapeutic approach against hyperactive inflammation in patients with HPB surgery.
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Affiliation(s)
- Qifan Zhang
- Department of Hepatobiliary Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Jia Li
- Department of Huiqiao Building, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Xiaolu Liang
- Department of Hepatobiliary Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Haorong Xie
- Department of Hepatobiliary Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Hang Sun
- Department of Hepatobiliary Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Xinxin Lin
- The First Clinical College, Southern Medical University, Guangzhou 510515, China
| | - Jie Zhou
- Department of Hepatobiliary Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Xiangjun He
- Department of Huiqiao Building, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Bili Zhu
- Department of Huiqiao Building, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
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6
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Vicente D, Patino M, Marcus R, Lillmoe H, Limani P, Newhook T, Lee A, Tzeng CW, Segraves-Chun Y, Tweardy D, Gottumukkala V, Vauthey JN, Aloia T, Cata JP. Impact of epidural analgesia on the systemic biomarker response after hepatic resection. Oncotarget 2019; 10:584-594. [PMID: 30728909 PMCID: PMC6355178 DOI: 10.18632/oncotarget.26549] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Accepted: 12/22/2018] [Indexed: 12/30/2022] Open
Abstract
Background Perioperative inflammation is associated with poor oncologic outcomes. Regional analgesia has been shown mitigate some of these inflammatory changes and be associated with better oncologic outcomes in patients with hepatic malignancies. The mechanism for this effect, however, remains unclear. The authors sought to compare systemic biomarker concentrations in a comprehensive and oncologically relevant panel in the perioperative setting between patients undergoing thoracic epidural analgesia (TEA) and intra-venous patient- controlled analgesia (IV-PCA) for resection of hepatic metastatic disease. Results Clinicopathologic variables and baseline biomarkers were similar between TEA (n = 46) and IV-PCA (n = 16) groups. Of the biomarkers which were significantly changed from baseline, there was a lower fold change from baseline in the TEA patients compared to IV-PCA including IL-6 (13.5vs19.1), MCP-1 (1.9vs3.0), IL-8 (2.4vs3.0), and Pentraxin-3 (10.8vs15.6). Overall decreased systemic concentrations of TGFb signaling were noted in TEA patients on POD1 TGFb3 (243.2 vs. 86.0, p = 0.005), POD3 TGFb1 (6558.0 vs. 2063.3, p = 0.004), POD3 TGFb2 (468.3 vs. 368.9, p = 0.036), POD3 TGFb3 (132.2 vs. 77.8, p = 0.028), and POD5 TGFb3 (306.5 vs. 92.2, p = 0.032). POD1 IL-12p70 concentrations were significantly higher in TEA patients (8.3 vs. 1.6, p = 0.024). Conclusion Epidural analgesia damped the postoperative inflammatory response and systemic immunosuppressive signaling, as well as promoted Th1 systemic signaling early in the post-operative period after hepatic resection for metastatic disease. These differences elaborate on known mechanisms for improved oncologic outcomes with regional anesthesia, and may be considered for biomarker monitoring of effective regional anesthesia in oncologic surgery. Materials and Methods Patient data, including clinicopathologic variables were collected for this study from the database of a randomized controlled trial comparing perioperative outcomes in patients undergoing hepatic resection with TEA vs. IV-PCA. Patients undergoing resection for metastatic disease were selected for this study. Plasma concentrations (pg/mL) of well-studied biomarkers (IL-1b/2/4/5/6/7/8/10/12p70/13/17, MCP-1 IFNγ, TNFα, MIP-1b, GM-CSF, G-CSF, VEGF, Resistin, TGFb1, TGFb2, and TGFb3), as well as novel perioperative markers (CXCL12, CXCL10, Omentin-1, sLeptin R, Vaspin, Pentraxin-3, Galactin-3, FGF-23, PON-1, FGF-21) were measured preoperatively, and on postoperative day (POD)1, POD3, and POD5 using multiplex bead assays. Clinicopathologic variables and perioperative variations in these biomarkers were compared between TEA vs IV-PCA groups.
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Affiliation(s)
- Diego Vicente
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.,Anesthesiology and Surgical Oncology Research Group, Houston, TX, USA
| | - Miguel Patino
- Anesthesiology and Surgical Oncology Research Group, Houston, TX, USA.,Department of Anesthesiology and Perioperative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rebecca Marcus
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Heather Lillmoe
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Preparim Limani
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Timothy Newhook
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andy Lee
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ching-Wei Tzeng
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yun Segraves-Chun
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - David Tweardy
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vijaya Gottumukkala
- Department of Anesthesiology and Perioperative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jean-Nicolas Vauthey
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Thomas Aloia
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Juan P Cata
- Anesthesiology and Surgical Oncology Research Group, Houston, TX, USA.,Department of Anesthesiology and Perioperative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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7
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Kasai M, Van Damme N, Berardi G, Geboes K, Laurent S, Troisi RI. The inflammatory response to stress and angiogenesis in liver resection for colorectal liver metastases: a randomized controlled trial comparing open versus laparoscopic approach. Acta Chir Belg 2018; 118:172-180. [PMID: 29179666 DOI: 10.1080/00015458.2017.1407118] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
BACKGROUND This study evaluates the surgical stress response following laparoscopic and open liver resection for colorectal liver metastasis (CRLM). METHODS Patients with CRLM were prospectively randomized to receive open or laparoscopic liver resection (NCT03131778). Blood samples were drawn preoperatively and 24 h after resection. The serum interleukin-6 (IL-6) and IL-8 levels were measured. Furthermore, the mRNA levels of angiogenesis-related factors (vascular endothelial growth factor [VEGF] and HIF-1) and inflammation-related factors (COX-2 and MMP-9) in both tumor tissue and normal liver parenchyma were detected. RESULTS Twenty patients for each arm were included. Size of metastasis, type of resection, and neoadjuvant therapy were comparable between groups. Postoperative stay was shorter in the laparoscopic group. Higher levels of IL-6 were observed after the operation in both open and laparoscopic groups, although no differences in the post-operative levels between the groups was noted. Similarly, there were no significant differences in the mRNA expression of VEGF, HIF-1, MMP-9, and COX-2 between the treatment groups. No differences were observed in terms of overall survival and disease free survival. CONCLUSIONS The immunological effects of treatment were similar between the groups. Thus, the laparoscopic approach does not seem to significantly influence the surgical stress and tumor related factors in patients suffering from colorectal liver metastases.
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Affiliation(s)
- Meidai Kasai
- Department of General, Hepatobiliary and Liver Transplantation Surgery, Ghent University Hospital and Medical School, Ghent, Belgium
- Department of Surgery, Aso Iizuka Hospital, Fukuoka, Japan
| | | | - Giammauro Berardi
- Department of General, Hepatobiliary and Liver Transplantation Surgery, Ghent University Hospital and Medical School, Ghent, Belgium
| | - Karen Geboes
- Department of Gastroenterology, Ghent University Hospital, Ghent, Belgium
| | - Stéphanie Laurent
- Department of Gastroenterology, Ghent University Hospital, Ghent, Belgium
| | - Roberto I. Troisi
- Department of General, Hepatobiliary and Liver Transplantation Surgery, Ghent University Hospital and Medical School, Ghent, Belgium
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8
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Christ B, Dahmen U, Herrmann KH, König M, Reichenbach JR, Ricken T, Schleicher J, Ole Schwen L, Vlaic S, Waschinsky N. Computational Modeling in Liver Surgery. Front Physiol 2017; 8:906. [PMID: 29249974 PMCID: PMC5715340 DOI: 10.3389/fphys.2017.00906] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Accepted: 10/25/2017] [Indexed: 12/13/2022] Open
Abstract
The need for extended liver resection is increasing due to the growing incidence of liver tumors in aging societies. Individualized surgical planning is the key for identifying the optimal resection strategy and to minimize the risk of postoperative liver failure and tumor recurrence. Current computational tools provide virtual planning of liver resection by taking into account the spatial relationship between the tumor and the hepatic vascular trees, as well as the size of the future liver remnant. However, size and function of the liver are not necessarily equivalent. Hence, determining the future liver volume might misestimate the future liver function, especially in cases of hepatic comorbidities such as hepatic steatosis. A systems medicine approach could be applied, including biological, medical, and surgical aspects, by integrating all available anatomical and functional information of the individual patient. Such an approach holds promise for better prediction of postoperative liver function and hence improved risk assessment. This review provides an overview of mathematical models related to the liver and its function and explores their potential relevance for computational liver surgery. We first summarize key facts of hepatic anatomy, physiology, and pathology relevant for hepatic surgery, followed by a description of the computational tools currently used in liver surgical planning. Then we present selected state-of-the-art computational liver models potentially useful to support liver surgery. Finally, we discuss the main challenges that will need to be addressed when developing advanced computational planning tools in the context of liver surgery.
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Affiliation(s)
- Bruno Christ
- Molecular Hepatology Lab, Clinics of Visceral, Transplantation, Thoracic and Vascular Surgery, University Hospital Leipzig, University of Leipzig, Leipzig, Germany
| | - Uta Dahmen
- Experimental Transplantation Surgery, Department of General, Visceral and Vascular Surgery, University Hospital Jena, Jena, Germany
| | - Karl-Heinz Herrmann
- Medical Physics Group, Institute for Diagnostic and Interventional Radiology, University Hospital Jena, Friedrich Schiller University Jena, Jena, Germany
| | - Matthias König
- Department of Biology, Institute for Theoretical Biology, Humboldt University of Berlin, Berlin, Germany
| | - Jürgen R Reichenbach
- Medical Physics Group, Institute for Diagnostic and Interventional Radiology, University Hospital Jena, Friedrich Schiller University Jena, Jena, Germany
| | - Tim Ricken
- Mechanics, Structural Analysis, and Dynamics, TU Dortmund University, Dortmund, Germany
| | - Jana Schleicher
- Experimental Transplantation Surgery, Department of General, Visceral and Vascular Surgery, University Hospital Jena, Jena, Germany.,Department of Bioinformatics, Friedrich Schiller University Jena, Jena, Germany
| | | | - Sebastian Vlaic
- Leibniz Institute for Natural Product Research and Infection Biology, Hans Knöll Institute, Jena, Germany
| | - Navina Waschinsky
- Mechanics, Structural Analysis, and Dynamics, TU Dortmund University, Dortmund, Germany
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9
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Tylicka M, Matuszczak E, Karpińska M, Hermanowicz A, Dębek W, Ostrowska H. Proteasome and C-reactive protein inflammatory response in children undergoing shorter and longer lasting laparoscopic cholecystectomy. Scandinavian Journal of Clinical and Laboratory Investigation 2017; 77:610-616. [PMID: 29022764 DOI: 10.1080/00365513.2017.1385839] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Operations of varying duration cause the release of a number of inflammatory mediators, in particular cytokines which lead to proteasome and acute-phase reactions. The purpose of this novel human study, was to characterize inflammatory response in children undergoing laparoscopic cholecystectomy, by analyzing changes in selected inflammatory mediators: C-reactive protein concentration and circulating 20S proteasome activity following surgical injury and to correlate them with the duration of the surgical procedure. Plasma C-reactive protein concentration (CRP) was determined by standard biochemical laboratory procedures. Proteasome activity in the plasma of children was assessed using Suc-Leu-Leu-Val-Tyr-AMC peptide substrate. Statistically significant increase in the plasma proteasome activity and C-reactive protein concentration, was noted (p < .05) in children after laparoscopic cholecystectomy. We found the correlation between the 20S proteasome activity and the length of the procedure. In children undergoing longer lasting laparoscopic cholecystectomy the proteasome activity was much higher than in patients having shorter surgical procedure. The CRP concentration and 20S proteasome activity significantly increase after surgery, but only 20S proteasome activity correlate with the length of the surgery. This may confirm that CRP is only an indicator of pathological state, while the function of the proteasomes is more complex because of their participation in the processes of repair and wound healing, and in the removal of damaged proteins.
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Affiliation(s)
- Marzena Tylicka
- a Department of Biophysics , Medical University of Białystok , Białystok , Poland
| | - Ewa Matuszczak
- b Department of Pediatric Surgery , Medical University of Białystok , Białystok , Poland
| | - Maria Karpińska
- a Department of Biophysics , Medical University of Białystok , Białystok , Poland
| | - Adam Hermanowicz
- b Department of Pediatric Surgery , Medical University of Białystok , Białystok , Poland
| | - Wojciech Dębek
- b Department of Pediatric Surgery , Medical University of Białystok , Białystok , Poland
| | - Halina Ostrowska
- c Department of Biology , Medical University of Białystok , Białystok , Poland
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10
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Robertson FP, Goswami R, Wright GP, Imber C, Sharma D, Malago M, Fuller BJ, Davidson BR. Remote ischaemic preconditioning in orthotopic liver transplantation (RIPCOLT trial): a pilot randomized controlled feasibility study. HPB (Oxford) 2017; 19:757-767. [PMID: 28651898 DOI: 10.1016/j.hpb.2017.05.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2017] [Accepted: 05/08/2017] [Indexed: 12/12/2022]
Abstract
BACKGROUND Ischaemia Reperfusion (IR) injury is a major cause of morbidity, mortality and graft loss following Orthotopic Liver Transplantation (OLT). Utilising marginal grafts, which are more susceptible to IR injury, makes this a key research goal. Remote Ischaemic Preconditioning (RIPC) has been shown to ameliorate hepatic IR injury in experimental models. Whether RIPC can reduce IR injury in human liver transplant recipients is unknown. METHODS Forty patients undergoing liver transplantation were randomized to RIPC or a sham. RIPC was induced through three 5 min cycles of alternate ischaemia and reperfusion of the left leg prior to surgery. Data on clinical outcomes was collected prospectively. Per-operative cytokine levels were measured. RESULTS Fourty five of 51 patients approached (88%) were willing to enroll in the study. Five patients were excluded and 40 randomized, of which 20 underwent RIPC which was successfully completed in all patients. There were no complications following RIPC. Median day 3 AST levels were slightly higher in the RIPC group (221 IU vs 149 IU, p = 1.00). CONCLUSIONS RIPC is acceptable and safe in liver transplant recipients. This study has not demonstrated evidence of a reduction in short-term measures of IR injury. Longer follow up will be required and consideration of an altered protocol.
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Affiliation(s)
- Francis P Robertson
- Division of Surgery and Intervention Science, Royal Free Campus, University College London, Pond Street, NW3 2QG, UK.
| | - Rup Goswami
- Department of Hepatico Pancreatico Biliary Surgery and Liver Transplantation, Royal Free Hospital Foundation Trust, Pond Street, NW3 2QG, UK
| | - Graham P Wright
- Department of Immunology, Edinburgh Napier University, Craiglockhart Campus, Glenlockhart Road, EH14 1DJ, UK
| | - Charles Imber
- Department of Hepatico Pancreatico Biliary Surgery and Liver Transplantation, Royal Free Hospital Foundation Trust, Pond Street, NW3 2QG, UK
| | - Dinesh Sharma
- Department of Hepatico Pancreatico Biliary Surgery and Liver Transplantation, Royal Free Hospital Foundation Trust, Pond Street, NW3 2QG, UK
| | - Massimo Malago
- Department of Hepatico Pancreatico Biliary Surgery and Liver Transplantation, Royal Free Hospital Foundation Trust, Pond Street, NW3 2QG, UK
| | - Barry J Fuller
- Division of Surgery and Intervention Science, Royal Free Campus, University College London, Pond Street, NW3 2QG, UK
| | - Brian R Davidson
- Division of Surgery and Intervention Science, Royal Free Campus, University College London, Pond Street, NW3 2QG, UK; Department of Hepatico Pancreatico Biliary Surgery and Liver Transplantation, Royal Free Hospital Foundation Trust, Pond Street, NW3 2QG, UK
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12
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Richards JA, Bucsaiova M, Hesketh EE, Ventre C, Henderson NC, Simpson K, Bellamy COC, Howie SEM, Anderton SM, Hughes J, Wigmore SJ. Acute Liver Injury Is Independent of B Cells or Immunoglobulin M. PLoS One 2015; 10:e0138688. [PMID: 26406765 PMCID: PMC4583453 DOI: 10.1371/journal.pone.0138688] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Accepted: 09/02/2015] [Indexed: 01/08/2023] Open
Abstract
Background & Aims Acute liver injury is a clinically important pathology and results in the release of Danger Associated Molecular Patterns, which initiate an immune response. Withdrawal of the injurious agent and curtailing any pathogenic secondary immune response may allow spontaneous resolution of injury. The role B cells and Immunoglobulin M (IgM) play in acute liver injury is largely unknown and it was proposed that B cells and/or IgM would play a significant role in its pathogenesis. Methods Tissue from 3 models of experimental liver injury (ischemia-reperfusion injury, concanavalin A hepatitis and paracetamol-induced liver injury) and patients transplanted following paracetamol overdose were stained for evidence of IgM deposition. Mice deficient in B cells (and IgM) were used to dissect out the role B cells and/or IgM played in the development or resolution of injury. Serum transfer into mice lacking IgM was used to establish the role IgM plays in injury. Results Significant deposition of IgM was seen in the explanted livers of patients transplanted following paracetamol overdose as well as in 3 experimental models of acute liver injury (ischemia-reperfusion injury, concanavalin A hepatitis and paracetamol-induced liver injury). Serum transfer into IgM-deficient mice failed to reconstitute injury (p = 0.66), despite successful engraftment of IgM. Mice deficient in both T and B cells (RAG1-/-) mice (p<0.001), but not B cell deficient (μMT) mice (p = 0.93), were significantly protected from injury. Further interrogation with T cell deficient (CD3εKO) mice confirmed that the T cell component is a key mediator of sterile liver injury. Mice deficient in B cells and IgM mice did not have a significant delay in resolution following acute liver injury. Discussion IgM deposition appears to be common feature of both human and murine sterile liver injury. However, neither IgM nor B cells, play a significant role in the development of or resolution from acute liver injury. T cells appear to be key mediators of injury. In conclusion, the therapeutic targeting of IgM or B cells (e.g. with Rituximab) would have limited benefit in protecting patients from acute liver injury.
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Affiliation(s)
- James A. Richards
- MRC Centre for Inflammation Research, The University of Edinburgh, Edinburgh, United Kingdom
- Clinical Surgery, The University of Edinburgh, Edinburgh, United Kingdom
- * E-mail:
| | - Martina Bucsaiova
- MRC Centre for Inflammation Research, The University of Edinburgh, Edinburgh, United Kingdom
| | - Emily E. Hesketh
- MRC Centre for Inflammation Research, The University of Edinburgh, Edinburgh, United Kingdom
| | - Chiara Ventre
- MRC Centre for Inflammation Research, The University of Edinburgh, Edinburgh, United Kingdom
| | - Neil C. Henderson
- MRC Centre for Inflammation Research, The University of Edinburgh, Edinburgh, United Kingdom
- Hepatology, Division of Health Sciences, School of Clinical Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Kenneth Simpson
- Hepatology, Division of Health Sciences, School of Clinical Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Christopher O. C. Bellamy
- The University of Edinburgh, Edinburgh, United Kingdom
- Department of Pathology, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
| | - Sarah E. M. Howie
- MRC Centre for Inflammation Research, The University of Edinburgh, Edinburgh, United Kingdom
| | - Stephen M. Anderton
- MRC Centre for Inflammation Research, The University of Edinburgh, Edinburgh, United Kingdom
| | - Jeremy Hughes
- MRC Centre for Inflammation Research, The University of Edinburgh, Edinburgh, United Kingdom
| | - Stephen J. Wigmore
- MRC Centre for Inflammation Research, The University of Edinburgh, Edinburgh, United Kingdom
- Clinical Surgery, The University of Edinburgh, Edinburgh, United Kingdom
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Riediger C, Mueller MW, Hapfelmeier A, Bachmann J, Friess H, Kleeff J. Preoperative Serum Bilirubin and Lactate Levels Predict Postoperative Morbidity and Mortality in Liver Surgery: A Single-Center Evaluation. Scand J Surg 2015; 104:176-184. [DOI: 10.1177/1457496914548093] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
Abstract
Background and Aims: In spite of huge developments in liver surgery during the last decades, morbidity and mortality continue to pose problems in this field. The aim of this study was to identify preoperative predictors for postoperative mortality and morbidity in liver surgery. Material and Methods: In a single-center study, an extensive analysis of a prospective database, including clinical criteria and laboratory tests of patients undergoing liver surgery between July 2007 and July 2012 was performed. Cutoff values of selected laboratory tests were calculated. Results: In all, 337 patients were included in the study. Univariate analysis showed a statistically significant association of preoperative bilirubin, lactate, hemoglobin levels, platelet count, and prothrombin time with postoperative morbidity and mortality. Multivariate analysis revealed preoperatively elevated serum bilirubin and lactate levels as independent predictors for increased postoperative morbidity and mortality after liver surgery. Conclusions: The identified laboratory values showed a statistically significant association with postoperative morbidity and mortality in liver surgery and might be helpful in preoperative patient selection.
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Affiliation(s)
- C. Riediger
- Department of Surgery, Technische Universität München, Munich, Germany
- Department of General, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - M. W. Mueller
- Department of Surgery, Technische Universität München, Munich, Germany
- Department of Surgery, Krankenhaus Bad Cannstatt, Klinikum Stuttgart, Stuttgart, Germany
| | - A. Hapfelmeier
- Institute of Medical Statistics and Epidemiology, Technische Universität München, Munich, Germany
| | - J. Bachmann
- Department of Surgery, Technische Universität München, Munich, Germany
| | - H. Friess
- Department of Surgery, Technische Universität München, Munich, Germany
| | - J. Kleeff
- Department of Surgery, Technische Universität München, Munich, Germany
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Watt DG, Horgan PG, McMillan DC. Routine clinical markers of the magnitude of the systemic inflammatory response after elective operation: a systematic review. Surgery 2015; 157:362-80. [PMID: 25616950 DOI: 10.1016/j.surg.2014.09.009] [Citation(s) in RCA: 232] [Impact Index Per Article: 23.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2014] [Accepted: 09/08/2014] [Indexed: 01/10/2023]
Abstract
BACKGROUND Operative injury to the body from all procedures causes a stereotypical cascade of neuroendocrine, cytokine, myeloid, and acute phase responses. This response has been examined commonly by the use of cortisol, interleukin-6 (IL-6), white cell count, and C-reactive protein (CRP). We aimed to determine which markers of the systemic inflammatory response were useful in determining the magnitude of injury after elective operations. METHODS A systematic review of the literature was performed using surgery, endocrine response, systemic inflammatory response, cortisol, IL-6, white cell count, and CRP. For each analyte the studies were grouped according to whether the operative injury was considered to be minor, moderate, or major and then by the operative procedure. RESULTS A total of 164 studies were included involving 14,362 patients. The IL-6 and CRP responses clearly were associated with the magnitude of operative injury and the invasiveness of the operative procedure. For example, the peak CRP response increased from 52 mg/L with cholecystectomy to 123 mg/L with colorectal cancer resection, 145 mg/L with hip replacement, 163 mg/L after abdominal aortic aneurysm repair, and 189 mg/L after open cardiac surgery. There also appeared to be a difference between minimally invasive/laparoscopic and open procedures such as cholecystectomy (27 vs 80 mg/L), colorectal cancer resection (97 vs 133 mg/L), and aortic aneurysm repair (132 vs 180 mg/L). CONCLUSION Peak IL-6 and CRP concentrations consistently were associated with the magnitude of operative injury and operative procedure. These markers may be useful in the objective assessment of which components of Enhanced Recovery after Surgery are likely to improve patient outcome and to assess the possible impact of operative injury on immune function.
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Affiliation(s)
- David G Watt
- Academic Unit of Colorectal Surgery, School of Medicine-University of Glasgow, Glasgow Royal Infirmary, Glasgow, Scotland.
| | - Paul G Horgan
- Academic Unit of Colorectal Surgery, School of Medicine-University of Glasgow, Glasgow Royal Infirmary, Glasgow, Scotland
| | - Donald C McMillan
- Academic Unit of Colorectal Surgery, School of Medicine-University of Glasgow, Glasgow Royal Infirmary, Glasgow, Scotland
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15
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Baghel K, Srivastava RN, Chandra A, Goel SK, Agrawal J, Kazmi HR, Raj S. TNF-α, IL-6, and IL-8 cytokines and their association with TNF-α-308 G/A polymorphism and postoperative sepsis. J Gastrointest Surg 2014; 18:1486-94. [PMID: 24944154 DOI: 10.1007/s11605-014-2574-5] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2014] [Accepted: 06/09/2014] [Indexed: 01/31/2023]
Abstract
INTRODUCTION Early prediction of postoperative sepsis remains an enormous clinical challenge. Association of TNF-α-308 G/A polymorphism with sepsis remains controversial. We, therefore, investigated this polymorphism with serum levels of cytokines TNF-α, IL-6, and IL-8 in relation to development of sepsis following major gastrointestinal surgery. METHODS Two hundred and thirty-nine patients undergoing major gastrointestinal surgery were enrolled. Polymorphism was studied through the analysis of restriction fragments of Nco1-digested DNA with the polymerase chain reaction. All patients were followed for 1 month following surgery for evidence of sepsis. Levels of serum cytokines TNF-α, IL-6, and IL-8 were measured preoperatively and postoperatively by enzyme-linked immunosorbent assay (ELISA). RESULTS Forty-seven (19.66 %) patients developed postoperative sepsis. Patients with postoperative sepsis were significantly (p = 0.002) more likely to possess AA homozygous genotype with higher capacity to produce cytokines TNF-α (p < 0.0001), IL-6 (p < 0.0001), and IL-8 (p < 0.0001) as compared to other genotypes. When compared with patients carrying at least one G allele, the AA genotype was associated with a significantly higher probability (odds ratio (OR) = 4.17; p = 0.003; 95 % confidence interval (CI) = 1.5-11.48) of developing sepsis. Compared with the GG genotype, AA was associated with a significantly higher probability (OR = 5.18; p = 0.0008; 95 % CI = 1.82-14.76) of sepsis development. CONCLUSION TNF-α-308 G/A polymorphism is significantly associated with the development of postoperative sepsis and with increased expression of cytokines TNF-α, IL-6, and IL-8.
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Affiliation(s)
- Kavita Baghel
- Department of Surgical Gastroenterology, King George's Medical University, Lucknow, 226003, India,
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Guo J, He YH, Chen F, Jiang MH, Gao SP, Su YM, Shi GL, Deng XT, Zhu JH, Pan M. The A to G polymorphism at -1082 of the interleukin-10 gene is rare in the Han Chinese population. Mol Med Rep 2012; 6:894-6. [PMID: 22825546 DOI: 10.3892/mmr.2012.995] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2012] [Accepted: 07/13/2012] [Indexed: 11/05/2022] Open
Abstract
Interleukin-10 (IL-10) is a multifunctional anti-inflammatory cytokine involved in various physiological and pathophysiological processes including cardiovascular disease. It has been reported that 50-75% of the variation in IL-10 production is genetically controlled. In the present study, the IL-10 -1082A/G (rs1800896) polymorphism was detected in 174 coronary artery disease (CAD) patients confirmed by selective coronary angiography and 176 age and gender-matched controls from the Jiangsu area (East China). The majority of the subjects (93.14%) carried the AA wild-type genotype, whereas only 0.29% carried the GG genotype. Our results suggest that IL-10 -1082A/G is rare and unlikely to be a significant contributory to disease susceptibility in the Han Chinese population.
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Affiliation(s)
- Jing Guo
- Department of Cardiology, Fourth People's Hospital of Wuxi and Affiliated Hospital of Jiangnan University, Wuxi 216042, PR China
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Friedman BH, Wolf JH, Wang L, Putt ME, Shaked A, Christie JD, Hancock WW, Olthoff KM. Serum cytokine profiles associated with early allograft dysfunction in patients undergoing liver transplantation. Liver Transpl 2012; 18:166-76. [PMID: 22006860 PMCID: PMC3266982 DOI: 10.1002/lt.22451] [Citation(s) in RCA: 91] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Early allograft dysfunction (EAD) occurring in the first week post-liver transplantation is associated with increased graft failure and mortality and is believed to be largely due to ischemia/reperfusion injury. We anticipated that the presence of EAD would be reflected by alterations in expression of serum proteins associated with an inflammatory response in the peri-operative period, and hypothesized that a specific pattern of expression might correlate with the development of EAD. The serum levels of 25 cytokines, chemokines, and immunoreceptors were measured by Luminex multiplex assays pre- and post-liver transplantation. Levels of each cytokine biomarker were compared in adult recipients with or without EAD at serial time points using samples collected pre-operatively and at 1, 7, 14, and 30 days post-transplant. EAD was defined according to standard criteria as maximum alanine transferase (ALT) or aspartate transferase (AST) levels on days 1-7 of >2000 U/ml, day 7 bilirubin level ≥10 mg/dl, or a day 7 international normalized ratio (INR) ≥1.7. Multivariable analyses showed that patients experiencing EAD had lower pre-operative IL-6 and higher IL-2R levels. Patients with EAD also showed higher MCP-1 (CCL2), IL-8 (CXCL8), and RANTES (CCL5) chemokine levels in the early post-operative period, suggesting up-regulation of the NF-kB pathway, in addition to higher levels of chemokines and cytokines associated with T cell immunity, including MIG (CXCL9), IP-10 (CXCL10) and IL-2R. These findings identify several possible biomarkers and pathways associated with EAD, that may guide future validation studies and investigation of specific cellular and molecular mechanisms of graft dysfunction. Furthermore, if validated, our findings may contribute to perioperative prediction of the occurrence of EAD and ultimately lead to identification of potential interventional therapies.
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Affiliation(s)
- Benjamin H. Friedman
- Department of Surgery, Penn Transplant Institute, University of Pennsylvania School of Medicine, Philadelphia, PA,Division of Transplantation Immunology, Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia and University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Joshua H. Wolf
- Department of Surgery, Penn Transplant Institute, University of Pennsylvania School of Medicine, Philadelphia, PA,Division of Transplantation Immunology, Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia and University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Liqing Wang
- Division of Transplantation Immunology, Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia and University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Mary E. Putt
- Department of Biostatistics and Epidemiology, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Abraham Shaked
- Department of Surgery, Penn Transplant Institute, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Jason D. Christie
- Department of Biostatistics and Epidemiology, University of Pennsylvania School of Medicine, Philadelphia, PA,Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Wayne W. Hancock
- Division of Transplantation Immunology, Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia and University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Kim M. Olthoff
- Department of Surgery, Penn Transplant Institute, University of Pennsylvania School of Medicine, Philadelphia, PA,Correspondence and proofs: Kim M. Olthoff, M.D., Department of Surgery, Liver Transplant Program, University of Pennsylvania, 3400 Spruce Street, 2 Dulles Building, Philadelphia, PA 19104, Phone: 215-662-6136; Fax: 215-662-2244;
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