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1.
Front Immunol ; 15: 1372441, 2024.
Article in English | MEDLINE | ID: mdl-38690269

ABSTRACT

Background and aims: Cuproptosis has emerged as a significant contributor in the progression of various diseases. This study aimed to assess the potential impact of cuproptosis-related genes (CRGs) on the development of hepatic ischemia and reperfusion injury (HIRI). Methods: The datasets related to HIRI were sourced from the Gene Expression Omnibus database. The comparative analysis of differential gene expression involving CRGs was performed between HIRI and normal liver samples. Correlation analysis, function enrichment analyses, and protein-protein interactions were employed to understand the interactions and roles of these genes. Machine learning techniques were used to identify hub genes. Additionally, differences in immune cell infiltration between HIRI patients and controls were analyzed. Quantitative real-time PCR and western blotting were used to verify the expression of the hub genes. Results: Seventy-five HIRI and 80 control samples from three databases were included in the bioinformatics analysis. Three hub CRGs (NLRP3, ATP7B and NFE2L2) were identified using three machine learning models. Diagnostic accuracy was assessed using a receiver operating characteristic (ROC) curve for the hub genes, which yielded an area under the ROC curve (AUC) of 0.832. Remarkably, in the validation datasets GSE15480 and GSE228782, the three hub genes had AUC reached 0.904. Additional analyses, including nomograms, decision curves, and calibration curves, supported their predictive power for diagnosis. Enrichment analyses indicated the involvement of these genes in multiple pathways associated with HIRI progression. Comparative assessments using CIBERSORT and gene set enrichment analysis suggested elevated expression of these hub genes in activated dendritic cells, neutrophils, activated CD4 memory T cells, and activated mast cells in HIRI samples versus controls. A ceRNA network underscored a complex regulatory interplay among genes. The genes mRNA and protein levels were also verified in HIRI-affected mouse liver tissues. Conclusion: Our findings have provided a comprehensive understanding of the association between cuproptosis and HIRI, establishing a promising diagnostic pattern and identifying latent therapeutic targets for HIRI treatment. Additionally, our study offers novel insights to delve deeper into the underlying mechanisms of HIRI.


Subject(s)
Computational Biology , Machine Learning , Reperfusion Injury , Humans , Computational Biology/methods , Reperfusion Injury/genetics , Reperfusion Injury/immunology , Reperfusion Injury/diagnosis , Gene Expression Profiling , Liver/metabolism , Liver/immunology , Liver/pathology , Animals , Protein Interaction Maps , Mice , Gene Regulatory Networks , Databases, Genetic , Transcriptome , Male , Biomarkers
2.
Transpl Immunol ; 84: 102018, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38452983

ABSTRACT

BACKGROUND: Renal ischemia/reperfusion injury (RIRI) is an inevitable consequence of kidney transplantation and has a negative impact on both short-term and long-term graft survival. The identification of key markers in RIRI to improve the prognosis of patients would be highly advantageous. METHODS: Gene expression profile data of GSE27274 were obtained from the Gene Expression Omnibus database. Differentially expressed genes (DEGs) were analyzed using the Limma package. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment of DEGs were performed. Support vector machine-recursive feature elimination and least absolute shrinkage and selection operator regression modeling were both performed to identify potential biomarkers. The GSE148420 dataset, quantitative reverse transcriptase-PCR, and western blotting results of kidney tissue samples were used to validate the bioinformatic analysis. Lastly, exploring differences between different groups through gene set enrichment analysis and using DsigDB database to identify potential therapeutic drugs targeting hub genes. RESULTS: A total of 160 upregulated and 180 downregulated DEGs were identified. Functional enrichment analysis identified significant enrichment in processes involving peroxisomes. As a subunit of Polycomb Repressive Complex 1(PRC1), chromobox 6(Cbx6) was identified as a potential biomarker with an area under the receiver operating characteristic curve of 0.875 (95% confidence interval 0.624-1.000) in the validation cohort, and it was highly expressed in the RIRI group (p < 0.05). In the high expression group Cbx6 was more enriched in the toll-like receptor signaling pathway. We predicted 15 potential drugs targeting hub genes of RIRI. CONCLUSIONS: We identified Cbx6 as a potential biomarker for RIRI and 15 potential drugs for the treatment of RIRI, which might shed a light on the treatment of RIRI.


Subject(s)
Biomarkers , Kidney Transplantation , Reperfusion Injury , Humans , Reperfusion Injury/metabolism , Reperfusion Injury/genetics , Reperfusion Injury/diagnosis , Biomarkers/metabolism , Computational Biology/methods , Gene Expression Profiling , Prognosis , Kidney/metabolism , Kidney/pathology , Polycomb Repressive Complex 1/genetics , Polycomb Repressive Complex 1/metabolism , Databases, Genetic
3.
J Trauma Acute Care Surg ; 96(6): 909-914, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38315046

ABSTRACT

BACKGROUND: Acute mesenteric ischemia (AMI) is an emergent vascular disease caused by cessation of the blood supply to the small intestine. Despite advances in the diagnosis, intervention, and surgical procedures, AMI remains a life-threatening condition. Prostaglandin E2 major urinary metabolite (PGE-MUM), the urinary metabolite of prostaglandin E2, is known to be stable in urine and has been suggested to be a valuable biomarker for intestinal mucosal inflammation, such as ulcerative colitis. We therefore investigated whether or not PGE-MUM levels reflect the degree of ischemia in an intestinal ischemia-reperfusion model. METHODS: Male rats were used to establish a superior mesenteric artery occlusion (SMAO) group, in which the superior mesenteric artery was clamped, and a sham group. The clamping times in the SMAO group were either 30 minutes or 60 minutes, and reperfusion times were either 3 hours or 6 hours, after which PGE-MUM values were measured. RESULTS: The histological injury score of the SMAO (30-minute ischemia and 6-hour reperfusion group, 1.8 ± 0.4; 60-minute ischemia and 6-hour reperfusion group, 4.7 ± 0.5) and were significantly greater than that of the sham group (0.4 ± 0.7, p < 0.05). The PGE-MUM levels in the SMAO group (30-minutes ischemia and 6-hour reperfusion group, 483 ± 256; 60-minutes ischemia and 6-hour reperfusion group, 889 ± 402 ng/mL) were significantly higher than in the sham group (30-minute and 6-hour observation group, 51 ± 20; 60-minute and 6-hour observation group, 73 ± 32 ng/mL; p < 0.05). Furthermore, the PGE-MUM value was corrected by the concentration of urinary creatinine (Cr). The PGE-MUM/urinary Cr levels in the SMAO group were also significantly higher than in the sham group ( p < 0.05). CONCLUSION: We found that intestinal ischemia-reperfusion increased urinary PGE-MUM levels depending on the ischemic time. This suggests the potential utility of PGE-MUM as a noninvasive marker of intestinal ischemia.


Subject(s)
Biomarkers , Disease Models, Animal , Mesenteric Ischemia , Reperfusion Injury , Animals , Male , Rats , Biomarkers/urine , Reperfusion Injury/urine , Reperfusion Injury/diagnosis , Reperfusion Injury/metabolism , Mesenteric Ischemia/urine , Mesenteric Ischemia/diagnosis , Rats, Sprague-Dawley , Dinoprostone/urine , Ischemia/urine , Ischemia/diagnosis , Acute Disease
4.
Exp Clin Transplant ; 22(1): 43-51, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38284374

ABSTRACT

OBJECTIVES: The most widely used definition of postreperfusion syndrome in liver transplant is a 30% decrease in mean arterial pressure during the first 5 minutes after vascular unclamping. With these criteria, increased postoperative morbidity has been reported. Vasoactivedrugs couldpreventthis syndrome.Themain objective of our study was to determine the incidence and complications associated with postreperfusion syndrome inpatientswho receivedvasoactive support. MATERIALS AND METHODS: We studied 246 patients who received norepinephrine infusions to maintain mean arterial pressure ≥60 mm Hg and who were monitored with a Swan-Ganz catheter. Patients received a bolus of adrenaline after vascular unclamping in cases of insufficient response to norepinephrine. RESULTS: Among the study patients, 57 (23.17%) developed postreperfusion syndrome. Patients who developed postreperfusion syndrome did not present with morepostoperative complications interms ofrenal dysfunction (P = .69), repeat surgery (P = .15), graft rejection (P = .69), transplant replacement surgery (P = .76), hospital stay (P = .70), or survival (P = .17) compared with patients without postreperfusion syndrome. CONCLUSIONS: In patients who underwent orthotopic liver transplant, in whom vasoactive drugs were administered, a diagnosis of self-limited postreperfusion syndrome during the first 5 minutes after unclamping may not be associated with postoperative complications. The administration of vasoconstrictors may have a preventive effect on the postoperative complications associated with postreperfusion syndrome or they may mask the real incidence of postreperfusion syndrome. A broader definition of postreperfusion syndrome should be accepted.


Subject(s)
Liver Transplantation , Reperfusion Injury , Humans , Liver Transplantation/adverse effects , Reperfusion Injury/diagnosis , Reperfusion Injury/etiology , Reperfusion Injury/prevention & control , Pharmaceutical Preparations , Postoperative Complications/etiology , Liver , Norepinephrine
5.
N Biotechnol ; 79: 20-29, 2024 Mar 25.
Article in English | MEDLINE | ID: mdl-38072306

ABSTRACT

Cellular responses induced by surgical procedure or ischemia-reperfusion injury (IRI) may severely alter transcriptome profiles and complicate molecular diagnostics. To investigate this effect, we characterized such pre-analytical effects in 143 non-malignant liver samples obtained from 30 patients at different time points of ischemia during surgery from two individual cohorts treated either with the Pringle manoeuvre or total vascular exclusion. Transcriptomics profiles were analyzed by Affymetrix microarrays and expression of selected mRNAs was validated by RT-PCR. We found 179 mutually deregulated genes which point to elevated cytokine signaling with NFκB as a dominant pathway in ischemia responses. In contrast to ischemia, reperfusion induced pro-apoptotic and pro-inflammatory cascades involving TNF, NFκB and MAPK pathways. FOS and JUN were down-regulated in steatosis compared to their up-regulation in normal livers. Surprisingly, molecular signatures of underlying primary and secondary cancers were present in non-tumor tissue. The reported inter-patient variability might reflect differences in individual stress responses and impact of underlying disease conditions. Furthermore, we provide a set of 230 pre-analytically highly robust genes identified from histologically normal livers (<2% covariation across both cohorts) that might serve as reference genes and could be particularly suited for future diagnostic applications.


Subject(s)
Reperfusion Injury , Transcriptome , Humans , Transcriptome/genetics , Gene Expression Regulation , Liver/metabolism , Reperfusion Injury/diagnosis , Reperfusion Injury/genetics , Ischemia/complications , Ischemia/metabolism , Ischemia/pathology
6.
Article in English | MEDLINE | ID: mdl-38082711

ABSTRACT

During liver transplantation, ischemia-reperfusion injury (IRI) is inevitable and decreases the overall success of the surgery. While guidelines exist, there is no reliable way to quantitatively assess the degree of IRI present in the liver. Our recent study has shown a correlation between the bile-to-plasma ratio of FDA-approved sodium fluorescein (SF) and the degree of hepatic IRI, presumably due to IRI-induced decrease in the activity of the hepatic multidrug resistance-associated protein 2 (MRP2); however, the contribution of SF blood clearance via the bile is still convoluted with other factors, such as renal clearance. In this work, we sought to computationally model SF blood clearance via the bile. First, we converted extant SF fluorescence data from rat whole blood, plasma, and bile to concentrations using calibration curves. Next, based on these SF concentration data, we generated a "liver-centric", physiologically-based pharmacokinetic (PBPK) model of SF liver uptake and clearance via the bile. Model simulations show that SF bile concentration is highly sensitive to change in the activity of hepatic MPR2. These simulations suggest that SF bile clearance along with the PBPK model can be used to quantify the effect of IRI on the activity of MRP2.Clinical Relevance- This study establishes the theory necessary to generate a model for predicting the degree of IRI during liver transplantation.


Subject(s)
Liver Transplantation , Reperfusion Injury , Rats , Animals , Liver , Reperfusion Injury/diagnosis , Reperfusion Injury/metabolism
7.
Horm Mol Biol Clin Investig ; 44(3): 277-284, 2023 Sep 01.
Article in English | MEDLINE | ID: mdl-36855920

ABSTRACT

OBJECTIVES: Saliva is one of the most promising body fluids in the research of new biomarker for various diseases diagnosis. However, serial sampling in this condition is very dangerous and pose iatrogenic anemia with blood loss. This study was done to evaluate the cost-effectiveness of point-of-care salivary tests and identify the validity of salivary markers. METHODS: Rats were randomly assigned to four experimental groups: (1) control (2) IR-3 h (3) IR-6 h (4) IR-24 h. Both renal pedicles were occluded for 55 min and then were declamped to allow reperfusion for 3, 6 and 24 h in IR groups. After reperfusion, all rats received pilocarpine 1 mg/kg to collect saliva. Plasma samples were also collected. Renal parameters including Cr, uric acid, and urea, malondialdehyde (MDA) levels, Bax/Bcl2 ratio, nitrite/nitrate ratio, corticosterone levels and oxidant/antioxidant ratio were measured in both plasma and salivary samples. RESULTS: There were significant increased level of renal function parameters, MDA levels, Bax/Bcl2 ratio, nitrite/nitrate ratio and corticosterone in both saliva and plasma. The comparison of above parameters in both saliva and plasma showed significant correlation. CONCLUSIONS: This study demonstrated that concentrations of indices specifically renal functional parameters increase in saliva in the IR-induced kidney injury in male rats and result indicate the potential of saliva as a tool to monitoring AKI. Measurement of salivary parameters may can become reliable diagnostic tests for patients with AKI.


Subject(s)
Acute Kidney Injury , Reperfusion Injury , Humans , Rats , Male , Animals , bcl-2-Associated X Protein , Point-of-Care Systems , Nitrates , Nitrites , Corticosterone , Oxidative Stress , Reperfusion Injury/diagnosis , Reperfusion Injury/etiology , Kidney/physiology , Acute Kidney Injury/diagnosis , Acute Kidney Injury/etiology , Reperfusion , Proto-Oncogene Proteins c-bcl-2
8.
Int J Mol Sci ; 24(6)2023 Mar 07.
Article in English | MEDLINE | ID: mdl-36982182

ABSTRACT

Solid organ transplantation (SOT) is a life-saving treatment for end-stage organ failure, but it comes with several challenges, the most important of which is the existing gap between the need for transplants and organ availability. One of the main concerns in this regard is the lack of accurate non-invasive biomarkers to monitor the status of a transplanted organ. Extracellular vesicles (EVs) have recently emerged as a promising source of biomarkers for various diseases. In the context of SOT, EVs have been shown to be involved in the communication between donor and recipient cells and may carry valuable information about the function of an allograft. This has led to an increasing interest in exploring the use of EVs for the preoperative assessment of organs, early postoperative monitoring of graft function, or the diagnosis of rejection, infection, ischemia-reperfusion injury, or drug toxicity. In this review, we summarize recent evidence on the use of EVs as biomarkers for these conditions and discuss their applicability in the clinical setting.


Subject(s)
Extracellular Vesicles , Organ Transplantation , Reperfusion Injury , Humans , Organ Transplantation/adverse effects , Tissue Donors , Reperfusion Injury/diagnosis , Biomarkers
9.
Sensors (Basel) ; 22(23)2022 Nov 24.
Article in English | MEDLINE | ID: mdl-36501812

ABSTRACT

A porcine model was used to investigate the feasibility of using VIS-NIR spectroscopy to differentiate between degrees of ischemia-reperfusion injury in the small intestine. Ten pigs were used in this study and four segments were created in the small intestine of each pig: (1) control, (2) full arterial and venous mesenteric occlusion for 8 h, (3) arterial and venous mesenteric occlusion for 2 h followed by reperfusion for 6 h, and (4) arterial and venous mesenteric occlusion for 4 h followed by reperfusion for 4 h. Two models were built using partial least square discriminant analysis. The first model was able to differentiate between the control, ischemic, and reperfused intestinal segments with an average accuracy of 99.2% with 10-fold cross-validation, and the second model was able to discriminate between the viable versus non-viable intestinal segments with an average accuracy of 96.0% using 10-fold cross-validation. Moreover, histopathology was used to investigate the borderline between viable and non-viable intestinal segments. The VIS-NIR spectroscopy method together with a PLS-DA model showed promising results and appears to be well-suited as a potentially real-time intraoperative method for assessing intestinal ischemia-reperfusion injury, due to its easy-to-use and non-invasive nature.


Subject(s)
Reperfusion Injury , Spectroscopy, Near-Infrared , Swine , Animals , Reperfusion Injury/diagnosis , Reperfusion Injury/pathology , Intestine, Small/pathology , Ischemia/pathology , Histological Techniques
10.
Transplant Proc ; 54(9): 2541-2544, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36273956

ABSTRACT

BACKGROUND: Ischemia reperfusion injury (IRI) on postreperfusion biopsies is associated with worse outcomes after liver transplantation, although the influence on biliary complications (BC) remains poorly studied. Therefore, the primary aim of our study was to assess the influence of IRI on the incidence of BC. A secondary aim was to assess the influence of steatosis on biliary complications and determine factors that predictor BC. METHODS: We report a retrospective cohort study including patients with liver transplantation and postreperfusion injury. Biopsies were classified as relevant and nonrelevant ischemia reperfusion injury for assessment of BC. BC included anastomotic stricture, ischemic cholangiopathy, leaks, and bilomas. Independent predictive factors of biliary complications were assessed using univariate and multivariate analyses. RESULTS: 302 patients were included, and 125 patients fulfilled the criteria for relevant IRI (41.4%). Worse IRI was not associated with biliary complications (42.5% vs 40.1%; P = .68), nor was liver graft steatosis associated with BC (40.5% vs 41.5%, P = .95). The median time until biliary complications did not differ between the 2 groups (2 months; interquartile range = 1-15 vs 3 months; interquartile range = 1-12.5; P = .18). Hepatic artery thrombosis (odds ratio [OR] = 3.4; 95% confidence interval [CI], 1.4-8.2; P = .004), older donor age (OR = 2.1; 95% CI, 1.1-4.1; P = .024), and prolonged cold ischemia time (OR = 1.9; 95% CI, 1.1-3.2) were independent factors of biliary complications. CONCLUSION: Severe IRI on the postreperfusion injury does not predict development of biliary complications.


Subject(s)
Liver Transplantation , Reperfusion Injury , Humans , Liver Transplantation/adverse effects , Retrospective Studies , Living Donors , Risk Factors , Reperfusion Injury/diagnosis , Reperfusion Injury/etiology , Biopsy/adverse effects , Postoperative Complications/diagnosis , Postoperative Complications/etiology , Postoperative Complications/epidemiology
11.
Sci Rep ; 12(1): 11183, 2022 07 01.
Article in English | MEDLINE | ID: mdl-35778457

ABSTRACT

There is a shortage of donor livers and patients consequently die on waiting lists worldwide. Livers are discarded if they are clinically judged to have a high risk of non-function following transplantation. With the aim of extending the pool of available donor livers, we assessed the condition of porcine livers by monitoring the microwave dielectric properties. A total of 21 livers were divided into three groups: control with no injury (CON), biliary injury by hepatic artery occlusion (AHEP), and overall hepatic injury by static cold storage (SCS). All were monitored for four hours in vivo, followed by ex vivo plurithermic machine perfusion (PMP). Permittivity data was modeled with a two-pole Cole-Cole equation, and dielectric properties from one-hour intervals were analyzed during in vivo and normothermic machine perfusion (NMP). A clear increasing trend in the conductivity was observed in vivo in the AHEP livers compared to the control livers. After four hours of NMP, separations in the conductivity were observed between the three groups. Our results indicate that dielectric relaxation spectroscopy (DRS) can be used to detect and differentiate liver injuries, opening for a standardized and reliable point of evaluation for livers prior to transplantation.


Subject(s)
Liver Transplantation , Reperfusion Injury , Animals , Liver/blood supply , Liver Transplantation/methods , Organ Preservation/methods , Perfusion/methods , Reperfusion Injury/diagnosis , Swine
12.
Small ; 18(28): e2201330, 2022 07.
Article in English | MEDLINE | ID: mdl-35670145

ABSTRACT

Current biomarkers for myocardial infarction (MI) diagnosis are typically late markers released upon cell death, incapable of distinguishing between ischemic and reperfusion injury and can be symptoms of other pathologies. Circulating microRNAs (miRNAs) have recently been proposed as alternative biomarkers for MI diagnosis; however, detecting the changes in the human cardiac miRNA profile during MI is extremely difficult. Here, to study the changes in miRNA levels during acute MI, a heart-on-chip model with a cardiac channel, containing human induced pluripotent stem cell (hiPSC)-derived cardiomyocytes in human heart decellularized matrix and collagen, and a vascular channel, containing hiPSC-derived endothelial cells, is developed. This model is exposed to anoxia followed by normoxia to mimic ischemia and reperfusion, respectively. Using a highly sensitive miRNA biosensor that the authors developed, the exact same increase in miR-1, miR-208b, and miR-499 levels in the MI-on-chip and the time-matched human blood plasma samples collected before and after ischemia and reperfusion, is shown. That the surface marker profile of exosomes in the engineered model changes in response to ischemic and reperfusion injury, which can be used as biomarkers to detect MI, is also shown. Hence, the MI-on-chip model developed here can be used in biomarker discovery.


Subject(s)
Exosomes , Induced Pluripotent Stem Cells , MicroRNAs , Myocardial Infarction , Reperfusion Injury , Biomarkers/metabolism , Endothelial Cells/metabolism , Exosomes/metabolism , Humans , Hypoxia/metabolism , Induced Pluripotent Stem Cells/metabolism , MicroRNAs/metabolism , Myocardial Infarction/diagnosis , Myocardial Infarction/pathology , Myocytes, Cardiac/metabolism , Reperfusion , Reperfusion Injury/diagnosis
13.
Sci Rep ; 12(1): 3279, 2022 02 28.
Article in English | MEDLINE | ID: mdl-35228559

ABSTRACT

Intestinal ischemia is a serious condition where the surgeon often has to make important but difficult decisions regarding resections and resection margins. Previous studies have shown that 3 h (hours) of warm full ischemia of the small bowel followed by reperfusion appears to be the upper limit for viability in the porcine mesenteric ischemia model. However, the critical transition between 3 to 4 h of ischemic injury can be nearly impossible to distinguish intraoperatively based on standard clinical methods. In this study, permittivity data from porcine intestine was used to analyze the characteristics of various degrees of ischemia/reperfusion injury. Our results show that dielectric relaxation spectroscopy can be used to assess intestinal viability. The dielectric constant and conductivity showed clear differences between healthy, ischemic and reperfused intestinal segments. This indicates that dielectric parameters can be used to characterize different intestinal conditions. In addition, machine learning models were employed to classify viable and non-viable segments based on frequency dependent dielectric properties of the intestinal tissue, providing a method for fast and accurate intraoperative surgical decision-making. An average classification accuracy of 98.7% was obtained using only permittivity data measured during ischemia, and 96.2% was obtained with data measured during reperfusion. The proposed approach allows the surgeon to get accurate evaluation from the trained machine learning model by performing one single measurement on an intestinal segment where the viability state is questionable.


Subject(s)
Deep Learning , Reperfusion Injury , Animals , Dielectric Spectroscopy , Intestine, Small , Intestines , Ischemia/diagnosis , Reperfusion Injury/diagnosis , Swine
14.
Anesth Analg ; 135(2): 354-361, 2022 08 01.
Article in English | MEDLINE | ID: mdl-35343925

ABSTRACT

BACKGROUND: Postreperfusion syndrome (PRS) after portal vein reperfusion during liver transplantation (LT) has been reported to cause rapid hemodynamic changes and is associated with a prolonged postoperative hospital stay, renal failure, and increased mortality. Although there are some reports on risk factors for PRS in brain-dead donor LT, there are a few reports on those in living donor LT. Therefore, we retrospectively reviewed the factors associated with PRS to contribute to the anesthetic management so as to reduce PRS during living donor LT. METHODS: After approval by the ethics committee of our institution, 250 patients aged ≥20 years who underwent living donor LT at our institution between January 2013 and September 2018 were included in the study. A decrease in mean arterial pressure of ≥30% within 5 minutes after portal vein reperfusion was defined as PRS, and estimates and odds ratio (OR) for PRS were calculated using logistic regression. The backward method was used for variable selection in the multivariable analysis. RESULTS: Serum calcium ion concentration before reperfusion (per 0.1 mmol/L increase; OR, 0.74; 95% confidence interval (CI), 0.60-0.95; P < .001), preoperative echocardiographic left ventricular end-diastolic diameter (per 1-mm increase: OR, 0.90; 95% CI, 0.85-0.95; P < .001, men [versus women: OR, 2.45; 95% CI, 1.26-4.75; P = .008]), mean pulmonary artery pressure before reperfusion (restricted cubic spline, P = .003), anhepatic period (restricted cubic spline, P = .02), and graft volume to standard liver volume ratio (restricted cubic spline, P = .03) were significantly associated with PRS. CONCLUSIONS: In living donor LT, male sex and presence of small left ventricular end-diastolic diameter, large graft volume, and long anhepatic period are associated with PRS, and a high calcium ion concentration and low pulmonary artery pressure before reperfusion are negatively associated with PRS.


Subject(s)
Liver Transplantation , Reperfusion Injury , Calcium , Female , Humans , Liver Transplantation/methods , Living Donors , Male , Postoperative Complications/etiology , Reperfusion Injury/diagnosis , Reperfusion Injury/etiology , Reperfusion Injury/prevention & control , Retrospective Studies , Risk Factors , Syndrome
15.
Sensors (Basel) ; 21(19)2021 Oct 08.
Article in English | MEDLINE | ID: mdl-34641009

ABSTRACT

Acute intestinal ischemia is a life-threatening condition. The current gold standard, with evaluation based on visual and tactile sensation, has low specificity. In this study, we explore the feasibility of using machine learning models on images of the intestine, to assess small intestinal viability. A digital microscope was used to acquire images of the jejunum in 10 pigs. Ischemic segments were created by local clamping (approximately 30 cm in width) of small arteries and veins in the mesentery and reperfusion was initiated by releasing the clamps. A series of images were acquired once an hour on the surface of each of the segments. The convolutional neural network (CNN) has previously been used to classify medical images, while knowledge is lacking whether CNNs have potential to classify ischemia-reperfusion injury on the small intestine. We compared how different deep learning models perform for this task. Moreover, the Shapley additive explanations (SHAP) method within explainable artificial intelligence (AI) was used to identify features that the model utilizes as important in classification of different ischemic injury degrees. To be able to assess to what extent we can trust our deep learning model decisions is critical in a clinical setting. A probabilistic model Bayesian CNN was implemented to estimate the model uncertainty which provides a confidence measure of our model decisions.


Subject(s)
Artificial Intelligence , Reperfusion Injury , Animals , Bayes Theorem , Intestine, Small , Neural Networks, Computer , Pilot Projects , Reperfusion Injury/diagnosis , Swine
16.
Int J Mol Sci ; 22(19)2021 Oct 01.
Article in English | MEDLINE | ID: mdl-34639016

ABSTRACT

Although extended donor criteria grafts bear a higher risk of complications such as graft dysfunction, the exceeding demand requires to extent the pool of potential donors. The risk of complications is highly associated with ischemia-reperfusion injury, a condition characterized by high loads of oxidative stress exceeding antioxidative defense mechanisms. The antioxidative properties, along with other beneficial effects like anti-inflammatory, antiapoptotic or antiarrhythmic effects of several micronutrients and natural compounds, have recently emerged increasing research interest resulting in various preclinical and clinical studies. Preclinical studies reported about ameliorated oxidative stress and inflammatory status, resulting in improved graft survival. Although the majority of clinical studies confirmed these results, reporting about improved recovery and superior organ function, others failed to do so. Yet, only a limited number of micronutrients and natural compounds have been investigated in a (large) clinical trial. Despite some ambiguous clinical results and modest clinical data availability, the vast majority of convincing animal and in vitro data, along with low cost and easy availability, encourage the conductance of future clinical trials. These should implement insights gained from animal data.


Subject(s)
Biological Products/pharmacology , Micronutrients/administration & dosage , Organ Transplantation/adverse effects , Reperfusion Injury/etiology , Animals , Antioxidants/administration & dosage , Antioxidants/pharmacology , Biological Products/administration & dosage , Graft Survival , Humans , Organ Specificity/drug effects , Organ Transplantation/methods , Oxidative Stress/drug effects , Reperfusion Injury/diagnosis , Reperfusion Injury/drug therapy , Reperfusion Injury/metabolism
17.
PLoS One ; 16(10): e0258833, 2021.
Article in English | MEDLINE | ID: mdl-34705828

ABSTRACT

Ischemia reperfusion injury (IRI) is a critical problem in liver transplantation that can lead to life-threatening complications and substantially limit the utilization of livers for transplantation. However, because there are no early diagnostics available, fulminant injury may only become evident post-transplant. Mitochondria play a central role in IRI and are an ideal diagnostic target. During ischemia, changes in the mitochondrial redox state form the first link in the chain of events that lead to IRI. In this study we used resonance Raman spectroscopy to provide a rapid, non-invasive, and label-free diagnostic for quantification of the hepatic mitochondrial redox status. We show this diagnostic can be used to significantly distinguish transplantable versus non-transplantable ischemically injured rat livers during oxygenated machine perfusion and demonstrate spatial differences in the response of mitochondrial redox to ischemia reperfusion. This novel diagnostic may be used in the future to predict the viability of human livers for transplantation and as a tool to better understand the mechanisms of hepatic IRI.


Subject(s)
Liver/injuries , Mitochondria, Liver/metabolism , Perfusion/adverse effects , Reperfusion Injury/diagnosis , Animals , Biobehavioral Sciences , Early Diagnosis , Humans , Liver/metabolism , Oxidation-Reduction , Perfusion/instrumentation , Rats , Reperfusion Injury/metabolism , Spectrum Analysis, Raman
18.
Sci Rep ; 11(1): 19325, 2021 09 29.
Article in English | MEDLINE | ID: mdl-34588582

ABSTRACT

Current methodology described to mimic lower limb ischaemia-reperfusion injury (LL-IRI) does not accurately define the procedures and pressures exerted to induce and maintain ischaemia. In this piece of work, we propose a well-defined and detailed rat model that simulates the conditions established in clinical practice guidelines for tourniquet application and allows us to test treatments that aim to prevent/reduce LL-IRI. Eighty-six male WAG/RijHsd rats were subjected to hind limb IRI (LL-IRI), using a mechanical system applying a 1 kg tension to induce and maintain ischemia for 2 or 3 h, and assessed the damage caused by reperfusion at biochemical and muscular levels at different time points. At the biochemical level, both 2 and 3 h of ischemia induced changes (except for electrolyte levels); 3 h of ischemia induced greater changes in specific markers of muscular damage: creatine kinase (CK) and lactate dehydrogenase (LDH). At the histopathological level, 3 h of ischemia and 24 h of reperfusion was associated with an increase in hind limb girth, cross-sectional area, and weight and presence of neutrophils, as well as histological damage in more than 60% of muscle fibres. Our model allows to reliably reproduce the damage associated with the use of a pneumatic tourniquet. CK and LDH, as well as measures of tissue damage, allow to define and characterize the response to LL-IRI-related damage. A period of 3 h of ischemia followed by 3 h of reperfusion caused only local damage but showed greater sensitivity to detect differences in future studies on prophylactic treatments against LL-IRI.


Subject(s)
Hindlimb/blood supply , Ischemia/complications , Reperfusion Injury/diagnosis , Reperfusion/adverse effects , Animals , Disease Models, Animal , Humans , Ischemia/therapy , Male , Rats , Reperfusion Injury/etiology , Reperfusion Injury/pathology , Reproducibility of Results , Sensitivity and Specificity , Tourniquets
19.
BMC Surg ; 21(1): 346, 2021 Sep 20.
Article in English | MEDLINE | ID: mdl-34544418

ABSTRACT

BACKGROUND: Serum biochemical changes during laparoscopic surgery and positive pressure pneumoperitoneum (PP) may reflect mild oxidative stress due to the ischemia-reperfusion (I/R) mechanism. However, there is still a controversy regarding the exact mechanism of PP in creating oxidative stress and whether the induction of PP causes I/R effects at all. To elucidate this debated issue, we studied, for the first time, the changes of I/R parameters in the serum, in a pilot study, during laparoscopic cholecystectomy using a reliable, independent exogenous oxidative biomarker, together with common intrinsic biomarkers of oxidative stress. PATIENTS AND METHODS: Our study included 20 patients scheduled for elective laparoscopic cholecystectomy. We evaluated the levels of the extrinsic and endogenous markers for oxidative stress during awareness, under anesthesia, the end of surgery (abdominal CO2 evacuation), and 2 h afterward. RESULTS: After an initial increase in oxidative stress following anesthesia, we did not notice any further significant rise in the levels of the synthetic exogenous and the endogenous biomarkers at the end of the surgery and 2 h later on. However, a positive correlation was noted between the levels of both the intrinsic and extrinsic markers. CONCLUSIONS: In our study, the capability of the extrinsic biomarker to detect mild oxidative stress was not validated. Our study stresses the heterogeneous nature of the oxidative reactions and the diversity of the endogenous and exogenous biomarkers while detecting various biochemical patterns under mild oxidative stress, during the short period of laparoscopic surgery.


Subject(s)
Cholecystectomy, Laparoscopic , Laparoscopy , Reperfusion Injury , Cholecystectomy, Laparoscopic/adverse effects , Humans , Oxidative Stress , Pilot Projects , Pneumoperitoneum, Artificial/adverse effects , Reperfusion Injury/diagnosis , Reperfusion Injury/etiology
20.
Khirurgiia (Mosk) ; (9): 71-76, 2021.
Article in Russian | MEDLINE | ID: mdl-34480458

ABSTRACT

The ischemia-reperfusion syndrome complicates the course of a number of emergency conditions in various fields of clinical medicine, determines the course, prognosis and outcome of the disease. This review examines various aspects of the etiology, pathogenesis, and clinical manifestations of this syndrome. Particular attention is paid to its prevention and treatment. It is indicated that most of the studies devoted to this problem are of an experimental nature. The use of preparations based on succinic acid in the clinic is seen as the most promising direction in solving this issue.


Subject(s)
Reperfusion Injury , Succinic Acid , Humans , Ischemia , Reperfusion , Reperfusion Injury/diagnosis , Reperfusion Injury/etiology , Reperfusion Injury/prevention & control
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