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1.
Clin Transl Med ; 12(6): e842, 2022 06.
Article in English | MEDLINE | ID: mdl-35653504

ABSTRACT

BACKGROUND: Acute pancreatitis (AP) is a potentially severe or even fatal inflammation of the pancreas. Early identification of patients at high risk for developing a severe course of the disease is crucial for preventing organ failure and death. Most of the former predictive scores require many parameters or at least 24 h to predict the severity; therefore, the early therapeutic window is often missed. METHODS: The early achievable severity index (EASY) is a multicentre, multinational, prospective and observational study (ISRCTN10525246). The predictions were made using machine learning models. We used the scikit-learn, xgboost and catboost Python packages for modelling. We evaluated our models using fourfold cross-validation, and the receiver operating characteristic (ROC) curve, the area under the ROC curve (AUC), and accuracy metrics were calculated on the union of the test sets of the cross-validation. The most critical factors and their contribution to the prediction were identified using a modern tool of explainable artificial intelligence called SHapley Additive exPlanations (SHAP). RESULTS: The prediction model was based on an international cohort of 1184 patients and a validation cohort of 3543 patients. The best performing model was an XGBoost classifier with an average AUC score of 0.81 ± 0.033 and an accuracy of 89.1%, and the model improved with experience. The six most influential features were the respiratory rate, body temperature, abdominal muscular reflex, gender, age and glucose level. Using the XGBoost machine learning algorithm for prediction, the SHAP values for the explanation and the bootstrapping method to estimate confidence, we developed a free and easy-to-use web application in the Streamlit Python-based framework (http://easy-app.org/). CONCLUSIONS: The EASY prediction score is a practical tool for identifying patients at high risk for severe AP within hours of hospital admission. The web application is available for clinicians and contributes to the improvement of the model.


Subject(s)
Artificial Intelligence , Pancreatitis , Acute Disease , Humans , Pancreatitis/diagnosis , Prospective Studies , Retrospective Studies
2.
Sci Rep ; 11(1): 24158, 2021 12 17.
Article in English | MEDLINE | ID: mdl-34921151

ABSTRACT

The incidence and medical costs of acute pancreatitis (AP) are on the rise, and severe cases still have a 30% mortality rate. We aimed to evaluate hypoalbuminemia as a risk factor and the prognostic value of human serum albumin in AP. Data from 2461 patients were extracted from the international, prospective, multicentre AP registry operated by the Hungarian Pancreatic Study Group. Data from patients with albumin measurement in the first 48 h (n = 1149) and anytime during hospitalization (n = 1272) were analysed. Multivariate binary logistic regression and Receiver Operator Characteristic curve analysis were used. The prevalence of hypoalbuminemia (< 35 g/L) was 19% on admission and 35.7% during hospitalization. Hypoalbuminemia dose-dependently increased the risk of severity, mortality, local complications and organ failure and is associated with longer hospital stay. The predictive value of hypoalbuminemia on admission was poor for severity and mortality. Severe hypoalbuminemia (< 25 g/L) represented an independent risk factor for severity (OR 48.761; CI 25.276-98.908) and mortality (OR 16.83; CI 8.32-35.13). Albumin loss during AP was strongly associated with severity (p < 0.001) and mortality (p = 0.002). Hypoalbuminemia represents an independent risk factor for severity and mortality in AP, and it shows a dose-dependent relationship with local complications, organ failure and length of stay.


Subject(s)
Hypoalbuminemia , Length of Stay , Pancreatitis , Patient Acuity , Adult , Aged , Female , Humans , Hypoalbuminemia/blood , Hypoalbuminemia/mortality , Hypoalbuminemia/therapy , Male , Middle Aged , Pancreatitis/blood , Pancreatitis/mortality , Pancreatitis/therapy , Prevalence , Prospective Studies
3.
Pancreatology ; 21(1): 59-63, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33309622

ABSTRACT

BACKGROUND: Endoscopic retrograde cholangiopancreatography (ERCP) is an important therapeutic modality in acute biliary pancreatitis (ABP) cases with cholangitis or ongoing common bile duct obstruction. Theoretically, inflammation of the surrounding tissues would result in a more difficult procedure. No previous studies examined this hypothesis. OBJECTIVES: ABP and acute cholangitis (AC) without ABP cases were compared to assess difficulty of ERCP. METHODS: The rate of successful biliary access, advanced cannulation method, adverse events, cannulation and fluoroscopy time were compared in 240 ABP cases and 250 AC cases without ABP. Previous papillotomy, altered gastroduodenal anatomy, and cases with biliary stricture were excluded. RESULTS: Significantly more pancreatic guidewire manipulation (adjusted odds ratio (aOR) 1.921 [1.241-2.974]) and prophylactic pancreatic stent use (aOR 4.687 [2.415-9.098]) were seen in the ABP than in AC group. Average cannulation time in the ABP patients (248 vs. 185 s; p = 0.043) were longer than in AC cases. No difference was found between biliary cannulation and adverse events rates. CONCLUSION: ERCP in ABP cases seem to be more challenging than in AC. Difficult biliary access is more frequent in the ABP cases which warrants the involvement of an experienced endoscopist.


Subject(s)
Cholangiopancreatography, Endoscopic Retrograde , Cholangitis/therapy , Cholestasis/therapy , Pancreatitis/therapy , Aged , Aged, 80 and over , Cholangitis/complications , Cholestasis/complications , Female , Humans , Male , Middle Aged , Pancreatitis/complications , Registries
4.
Pancreatology ; 20(5): 806-812, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32595110

ABSTRACT

BACKGROUND: Disturbance of consciousness (DOC) may develop in acute pancreatitis (AP). In clinical practice, it is known that DOC may worsen the patient's condition, but we have no exact data on how DOC affects the outcome of AP. METHODS: From the Hungarian Pancreatic Study Groups' AP registry, 1220 prospectively collected cases were analyzed, which contained exact data on DOC, included patients with confusion, delirium, convulsion, and alcohol withdrawal, answering a post hoc defined research question. Patients were separated to Non-DOC and DOC, whereas DOC was further divided into non-alcohol related DOC (Non-ALC DOC) and ALC DOC groups. For statistical analysis, independent sample t-test, Mann-Whitney, Chi-squared, or Fisher exact test were used. RESULTS: From the 1220 patients, 47 (3.9%) developed DOC, 23 (48.9%) cases were ALC DOC vs. 24 (51.1%) Non-ALC DOC. Analysis between the DOC and Non-DOC groups showed a higher incidence of severe AP (19.2% vs. 5.3%, p < 0.001), higher mortality (14.9% vs. 1.7%, p < 0.001), and a longer length of hospitalization (LOH) (Me = 11; IQR: 8-17 days vs. Me = 9; IQR: 6-13 days, p = 0.049) respectively. Patients with ALC DOC developed more frequently moderate AP vs. Non-ALC DOC (43.5% vs. 12.5%), while the incidence of severe AP was higher in Non-ALC vs. ALC DOC group (33.3% vs. 4.4%) (p < 0.001). LOH showed a tendency to be longer in Non-ALC DOC compared to ALC DOC, respectively (Me:13; IQR:7-20 days vs. Me:9.5; IQR:8-15.5 days, p = 0.119). CONCLUSION: DOC during AP is associated with a higher rate of moderate and severe AP and increases the risk of mortality.


Subject(s)
Consciousness Disorders/etiology , Pancreatitis/complications , Acute Disease , Adolescent , Adult , Aged , Aged, 80 and over , Alcohol Withdrawal Seizures/complications , Cohort Studies , Consciousness Disorders/epidemiology , Delirium/epidemiology , Delirium/etiology , Female , Humans , Hungary , Incidence , Length of Stay , Male , Middle Aged , Pancreatitis/epidemiology , Pancreatitis/mortality , Prognosis , Prospective Studies , Young Adult
5.
Pancreatology ; 20(4): 608-616, 2020 Jun.
Article in English | MEDLINE | ID: mdl-32402696

ABSTRACT

BACKGROUND: Hypertriglyceridemia is the third most common cause of acute pancreatitis (AP). It has been shown that hypertriglyceridemia aggravates the severity and related complications of AP; however, detailed analyses of large cohorts are contradictory. Our aim was to investigate the dose-dependent effect of hypertriglyceridemia on AP. METHODS: AP patients over 18 years old who underwent triglyceride measurement within the initial three days were included into our cohort analysis from a prospective international, multicenter AP registry operated by the Hungarian Pancreatic Study Group. Data on 716 AP cases were analyzed. Six groups were created based on the highest triglyceride level (<1.7 mmol/l, 1.7-2.19 mmol/l, 2.2-5.59 mmol/l, 5.6-11.29 mmol/l, 11.3-22.59 mmol/l, ≥22.6 mmol/l). RESULTS: Hypertriglyceridemia (≥1.7 mmol/l) presented in 30.6% of the patients and was significantly and dose-dependently associated with younger age and male gender. In 7.7% of AP cases, hypertriglyceridemia was considered as a causative etiological factor (≥11.3 mmol/l); however, 43.6% of these cases were associated with other etiologies (alcohol and biliary). Hypertriglyceridemia was significantly and dose-dependently related to obesity and diabetes. The rates of local complications and organ failure and maximum CRP level were significantly and dose-dependently raised by hypertriglyceridemia. Triglyceride above 11.3 mmol/l was linked to a significantly higher incidence of moderately severe AP and longer hospital stay, whereas triglyceride over 22.6 mmol/l was significantly associated with severe AP as well. CONCLUSION: Hypertriglyceridemia dose-dependently aggravates the severity and related complications of AP. Diagnostic workup for hypertriglyceridemia requires better awareness regardless of the etiology of AP.


Subject(s)
Hypertriglyceridemia/complications , Pancreatitis/etiology , Adolescent , Adult , Aged , Aged, 80 and over , Cohort Studies , Female , Humans , Internationality , Male , Middle Aged , Prospective Studies , Risk Factors , Young Adult
6.
Front Physiol ; 10: 1202, 2019.
Article in English | MEDLINE | ID: mdl-31620021

ABSTRACT

INTRODUCTION: The incidence of acute pancreatitis (AP) and the prevalence of metabolic syndrome (MetS) are growing worldwide. Several studies have confirmed that obesity (OB), hyperlipidemia (HL), or diabetes mellitus (DM) can increase severity, mortality, and complications in AP. However, there is no comprehensive information on the independent or joint effect of MetS components on the outcome of AP. Our aims were (1) to understand whether the components of MetS have an independent effect on the outcome of AP and (2) to examine the joint effect of their combinations. METHODS: From 2012 to 2017, 1435 AP cases from 28 centers were included in the prospective AP Registry. Patient groups were formed retrospectively based on the presence of OB, HL, DM, and hypertension (HT). The primary endpoints were mortality, severity, complications of AP, and length of hospital stay. Odds ratio (OR) with 95% confidence intervals (CIs) were calculated. RESULTS: 1257 patients (55.7 ± 17.0 years) were included in the analysis. The presence of OB was an independent predictive factor for renal failure [OR: 2.98 (CI: 1.33-6.66)] and obese patients spent a longer time in hospital compared to non-obese patients (12.1 vs. 10.4 days, p = 0.008). HT increased the risk of severe AP [OR: 3.41 (CI: 1.39-8.37)], renal failure [OR: 7.46 (CI: 1.61-34.49)], and the length of hospitalization (11.8 vs. 10.5 days, p = 0.020). HL increased the risk of local complications [OR: 1.51 (CI: 1.10-2.07)], renal failure [OR: 6.4 (CI: 1.93-21.17)], and the incidence of newly diagnosed DM [OR: 2.55 (CI: 1.26-5.19)]. No relation was found between the presence of DM and the outcome of AP. 906 cases (mean age ± SD: 56.9 ± 16.7 years) had data on all four components of MetS available. The presence of two, three, or four MetS factors increased the incidence of an unfavorable outcome compared to patients with no MetS factors. CONCLUSION: OB, HT, and HL are independent risk factors for a number of complications. HT is an independent risk factor for severity as well. Components of MetS strongly synergize each other's detrimental effect. It is important to search for and follow up on the components of MetS in AP.

7.
Front Physiol ; 10: 1092, 2019.
Article in English | MEDLINE | ID: mdl-31551798

ABSTRACT

BACKGROUND: C-reactive protein level (CRP) and white blood cell count (WBC) have been variably used in clinical trials on acute pancreatitis (AP). We assessed their potential role. METHODS: First, we investigated studies which have used CRP or WBC, to describe their current role in trials on AP. Second, we extracted the data of 1435 episodes of AP from our registry. CRP and WBC on admission, within 24 h from the onset of pain and their highest values were analyzed. Descriptive statistical tools as Kruskal-Wallis, Mann-Whitney U, Levene's F tests, Receiver Operating Characteristic (ROC) curve analysis and AUC (Area Under the Curve) with 95% confidence interval (CI) were performed. RESULTS: Our literature review showed extreme variability of CRP used as an inclusion criterion or as a primary outcome or both in past and current trials on AP. In our cohort, CRP levels on admission poorly predicted mortality and severe cases of AP; AUC: 0.669 (CI:0.569-0.770); AUC:0.681 (CI: 0.601-0.761), respectively. CRP levels measured within 24 h from the onset of pain failed to predict mortality or severity; AUC: 0.741 (CI:0.627-0.854); AUC:0.690 (CI:0.586-0.793), respectively. The highest CRP during hospitalization had equally poor predictive accuracy for mortality and severity AUC:0.656 (CI:0.544-0.768); AUC:0.705 (CI:0.640-0.769) respectively. CRP within 24 h from the onset of pain used as an inclusion criterion markedly increased the combined event rate of mortality and severe AP (13% for CRP > 25 mg/l and 28% for CRP > 200 mg/l). CONCLUSION: CRP within 24 h from the onset of pain as an inclusion criterion elevates event rates and reduces the number of patients required in trials on AP.

8.
Pancreatology ; 19(4): 488-499, 2019 Jun.
Article in English | MEDLINE | ID: mdl-31068256

ABSTRACT

BACKGROUND: Unwarranted administration of antibiotics in acute pancreatitis presents a global challenge. The clinical reasoning behind the misuse is poorly understood. Our aim was to investigate current clinical practices and develop recommendations that guide clinicians in prescribing antibiotic treatment in acute pancreatitis. METHODS: Four methods were used. 1) Systematic data collection was performed to summarize current evidence; 2) a retrospective questionnaire was developed to understand the current global clinical practice; 3) five years of prospectively collected data were analysed to identify the clinical parameters used by medical teams in the decision making process, and finally; 4) the UpToDate Grading of Recommendations, Assessment, Development and Evaluation (GRADE) system was applied to provide evidence based recommendations for healthcare professionals. RESULTS: The systematic literature search revealed no consensus on the start of AB therapy in patients with no bacterial culture test. Retrospective data collection on 9728 patients from 22 countries indicated a wide range (31-82%) of antibiotic use frequency in AP. Analysis of 56 variables from 962 patients showed that clinicians initiate antibiotic therapy based on increased WBC and/or elevated CRP, lipase and amylase levels. The above mentioned four laboratory parameters showed no association with infection in the early phase of acute pancreatitis. Instead, procalcitonin levels proved to be a better biomarker of early infection. Patients with suspected infection because of fever had no benefit from antibiotic therapy. CONCLUSIONS: The authors formulated four consensus statements to urge reduction of unjustified antibiotic treatment in acute pancreatitis and to use procalcitonin rather than WBC or CRP as biomarkers to guide decision-making.


Subject(s)
Anti-Bacterial Agents/therapeutic use , Antimicrobial Stewardship , Pancreatitis/drug therapy , Acute Disease , Bacterial Infections/complications , Bacterial Infections/drug therapy , Biomarkers , Clinical Decision-Making , Consensus , Evidence-Based Medicine , Guideline Adherence , Humans , Pancreatitis/complications , Pancreatitis/microbiology , Practice Patterns, Physicians' , Randomized Controlled Trials as Topic , Surveys and Questionnaires
9.
Pancreas ; 48(4): 488-495, 2019 04.
Article in English | MEDLINE | ID: mdl-30946233

ABSTRACT

OBJECTIVES: This study aimed to compare the clinical course of 5-aminosalicylic acid-derived, drug-induced acute pancreatitis (5-ASA-DIAP) to acute pancreatitis (AP) caused by other etiologies. METHODS: A cohort of patients with 5-ASA-DIAP was established through literature search. As a control AP (CAP) group, a cohort was generated from a registry. Data on the diagnostic procedure, symptoms, enzyme elevation, imaging, severity, and recovery parameters were collected. Causality was assessed using the Naranjo algorithm. RESULTS: Twenty-nine articles were included, which describe 36 patients with fifty-one 5-ASA-DIAP episodes (60.78% female, 39.22% male). There were 88.2% mild, 3.92% moderate, and 7.84% severe cases of AP in the 5-ASA-DIAP group, and 70.6%, 25.5%, and 3.92% such cases in the CAP population, respectively. Symptoms improved significantly faster (mean ± SE, 2.5 ± 0.34 vs 3.74 ± 0.42 days; P = 0.018); however, pancreatic enzyme levels normalized significantly more slowly (6.27 ± 1.53 vs 3.63 ± 0.61 days, P = 0.008) in the 5-ASA-DIAP cohort compared with the CAP group. This study confirms that there are no diagnostic differences between 5-ASA-DIAP and AP of other etiologies. CONCLUSIONS: Fewer moderate but more severe cases were found in the 5-ASA-DIAP group; therefore, 5-ASA-DIAP must be taken as seriously as AP of other etiologies.


Subject(s)
Mesalamine/adverse effects , Pancreas/drug effects , Pancreatitis/diagnosis , Severity of Illness Index , Acute Disease , Adolescent , Adult , Anti-Inflammatory Agents, Non-Steroidal/adverse effects , Anti-Inflammatory Agents, Non-Steroidal/chemistry , Child , Female , Humans , Male , Mesalamine/chemistry , Middle Aged , Pancreas/pathology , Pancreatitis/chemically induced , Retrospective Studies , Young Adult
10.
Dig Liver Dis ; 51(9): 1281-1286, 2019 09.
Article in English | MEDLINE | ID: mdl-31031177

ABSTRACT

BACKGROUND: Indication of endoscopic retrograde cholangiopancreatography (ERCP) in acute biliary pancreatitis (ABP) is challenging. AIMS: In this retrospective study, we analyzed real-world data to understand the ERCP practice in ABP in Hungarian centers. METHODS: Clinical data on ABP patients (2013-2015) were extracted from our large multicentric database. Outcomes, quality indicators and the role of early timing of ERCP (<24 h from admission) were analyzed. RESULTS: There were 356 patients with ABP. ERCP was performed in 267 (75%). Performance indicators of ERCP proved to be suboptimal with a biliary cannulation rate of 84%. Successful vs unsuccessful cannulation of naïve papilla resulted in lower rates of local [22.9% vs 40.9%, (P = 0.012)] and systemic [4.9% vs 13.6%, (P = 0.042)] complications. Successful vs unsuccessful clearance resulted in lower rates of local complications [22.5% vs 40.8%, (P = 0.008)]. Successful cannulation and drainage correlated with less severe course of ABP [3.6% vs 15.9%, (P = 0.001) and 4.1% vs 12.2%, (P = 0.033)] respectively. A tendency of an increased rate of local complications was observed if ERCP was performed later [<24 h: 21.1% (35/166); between 24-48 h: 23.4% (11/47); >48h: 37.2% (16/43) (P = 0.088)]. CONCLUSION: Optimization of ERCP indication in ABP patients is critical as suboptimal ERCP practices in ABP without definitive stone detection are associated with poorer clinical outcomes.


Subject(s)
Biliary Tract Diseases/diagnosis , Cholangiopancreatography, Endoscopic Retrograde/methods , Pancreatitis/diagnosis , Adult , Aged , Biliary Tract Diseases/complications , Catheterization/methods , Female , Gallstones/complications , Humans , Length of Stay , Male , Middle Aged , Pancreatitis/etiology , Prospective Studies , Retrospective Studies , Severity of Illness Index
11.
Orv Hetil ; 159(37): 1506-1515, 2018 Sep.
Article in Hungarian | MEDLINE | ID: mdl-30196719

ABSTRACT

INTRODUCTION: The continuous monitoring of quality indicators in gastrointestinal endoscopy has become an essential requirement nowadays. Most of these data cannot be extracted from the currently used free text reports, therefore a structured web-based data-collecting system was developed to record the indicators of pancreatobiliary endoscopy. AIM: A structured data-collecting system, the ERCP Registry, was initiated to monitor endoscopic retrograde cholangiopancreatography (ERCP) examinations prospectively, and to verify its usability. METHOD: From January 2017, all ERCPs performed at the First Department of Medicine, University of Pécs, have been registered in the database. In the first year, the detailed data of 595 examinations were entered into the registry. After processing these data, the testing period of the registry is now finished. RESULTS: On 447 patients, 595 ERCPs were performed. The success rate of cannulation is 93.8% if all cases are considered. Difficult biliary access was noted in 32.1% of patients with native papilla, and successful cannulation was achieved in 81.0% of these cases during the first procedure. Post-ERCP pancreatitis was observed in 13 cases (2.2%), clinically significant post-papillotomy bleeding was registered in 2 cases (0.3%), while 27 patients (4.5%) developed temporary hypoxia during the procedure. 30-day follow-up was successful in 75.5% of the cases to detect late complications. All of the quality indicators determined by the American Society of Gastrointestinal Endoscopy (ASGE) were possible to monitor with the help of the registry. Our center already complies with most of these criteria. CONCLUSIONS: Continuous monitoring of the quality indicators of endoscopic interventions are not supported by the current hospital information system but it became possible with our registry. The ERCP Registry is a suitable tool to detect the quality of patient care and also useful for clinical research. Several endoscopy units have joined already this initiative and it is open for further centres through our web page ( https://tm-centre.org/hu/regiszterek/ercp-regiszter/ ). Orv Hetil. 2018; 159(37): 1506-1515.


Subject(s)
Biliary Tract Diseases/diagnosis , Cholangiopancreatography, Endoscopic Retrograde/statistics & numerical data , Registries , Sphincterotomy, Endoscopic/statistics & numerical data , Female , Humans , Hungary , Male , Quality of Health Care
12.
J Gastrointestin Liver Dis ; 27(2): 151-157, 2018 Jun.
Article in English | MEDLINE | ID: mdl-29922760

ABSTRACT

AIMS: In this observational study, we investigated whether specialized care improves outcomes for acute pancreatitis (AP). METHODS: Consecutive patients admitted to two university hospitals with AP were enrolled in this study between 1 January 2016 and 31 December 2016 (Center A: specialized center; Center B: general hospital). Data on demographic characteristics and AP etiology, severity, mortality and quality of care (enteral nutrition and antibiotic use) were extracted from the Hungarian Acute Pancreatitis Registry. An independent sample t-test, Mann-Whitney test, chi-squared test or Fisher's test were used for statistical analyses. Costs of care were calculated and compared in the two models of care. RESULTS: There were 355 patients enrolled, 195 patients in the specialized center (Center A) and 160 patients in the general hospital (Center B). There was no difference in mean age (57.02 +/-17.16 vs. 57.31 +/-16.50 P=0.872) and sex ratio (56% males vs. 57% males, P=0.837) between centres, allowing a comparison without selection bias. Center A had lower mortality (n=2, 1.03% vs. n=16, 6.25%, p=0.007), more patients received enteral feeding (n=179, 91.8%, vs. n=36, 22.5%, p<0.001) and fewer patients were treated with antibiotics (n=85, 43.6% vs. n=123, 76.9%, p=0.001). In Center A the median length of hospitalization was shorter (Me 6, IQR 5-9 vs. Me 8, IQR 6-11, p=0.02) and the costs of care were by 25% lower. CONCLUSION: Our data suggests that treatment of AP in specialized centers reduces mortality, length of hospitalization and thus might reduce the costs.


Subject(s)
Delivery of Health Care/organization & administration , Pancreatitis/therapy , Acute Disease , Adult , Aged , Delivery of Health Care/economics , Female , Hospital Costs/statistics & numerical data , Hospitals, General/economics , Hospitals, General/organization & administration , Hospitals, Special/economics , Hospitals, Special/organization & administration , Humans , Length of Stay/statistics & numerical data , Male , Middle Aged , Pancreatitis/economics , Pancreatitis/mortality , Quality of Health Care , Registries , Romania/epidemiology , Severity of Illness Index , Treatment Outcome
13.
Front Physiol ; 9: 1776, 2018.
Article in English | MEDLINE | ID: mdl-31001148

ABSTRACT

Introduction: Our meta-analysis indicated that aging influences the outcomes of acute pancreatitis (AP), however, a potential role for comorbidities was implicated, as well. Here, we aimed to determine how age and comorbidities modify the outcomes in AP in a cohort-analysis of Hungarian AP cases. Materials and Methods: Data of patients diagnosed with AP by the revised Atlanta criteria were extracted from the Hungarian Registry for Pancreatic Patients. Outcomes of interest were mortality, severity, length of hospitalization, local, and systemic complications of AP. Comorbidities were measured by means of Charlson Comorbidity Index (CCI) covering pre-existing chronic conditions. Non-parametric univariate and multivariate statistics were used in statistical analysis. Odds ratios (ORs) with 95% confidence intervals (CIs) were calculated. Results: A total of 1203 patients from 18 centers were included. Median age at admission was 58 years (range: 18-95 years), median CCI was 2 (range: 0-10). Only severe comorbidities (CCI ≥ 3) predicted mortality (OR = 4.48; CI: 1.57-12.80). Although severe comorbidities predicted AP severity (OR = 2.10, CI: 1.08-4.09), middle (35-64 years) and old age (≥65 years) were strong predictors with borderline significance, as well (OR = 7.40, CI: 0.99-55.31 and OR = 6.92, CI: 0.91-52.70, respectively). Similarly, middle and old age predicted a length of hospitalization ≥9 days. Interestingly, the middle-aged patients (35-64 years) were three times more likely to develop pancreatic necrosis than young adults (OR = 3.21, CI: 1.26-8.19), whereas the old-aged (≥65 years) were almost nine times more likely to develop systemic complications than young adults (OR = 8.93, CI: 1.20-66.80), though having severe comorbidities (CCI ≥ 3) was a predisposing factor, as well. Conclusion: Our results proved that both aging and comorbidities modify the outcomes of AP. Comorbidities determine mortality whereas both comorbidities and aging predict severity of AP. Regarding complications, middle-aged patients are the most likely to develop local complications; in contrast, those having severe comorbidities are prone to develop systemic complications. Studies validating the implementation of CCI-based predictive scores are awaited.

14.
BMJ Open ; 7(9): e015874, 2017 Sep 14.
Article in English | MEDLINE | ID: mdl-28912191

ABSTRACT

INTRODUCTION: Acute pancreatitis (AP) is an inflammatory disease with no specific treatment. Mitochondrial injury followed by ATP depletion in both acinar and ductal cells is a recently discovered early event in its pathogenesis. Importantly, preclinical research has shown that intracellular ATP delivery restores the physiological function of the cells and protects from cell injury, suggesting that restoration of energy levels in the pancreas is therapeutically beneficial. Despite several high quality experimental observations in this area, no randomised trials have been conducted to date to address the requirements for energy intake in the early phase of AP. METHODS/DESIGN: This is a randomised controlled two-arm double-blind multicentre trial. Patients with AP will be randomly assigned to groups A (30 kcal/kg/day energy administration starting within 24 hours of hospital admission) or B (low energy administration during the first 72 hours of hospital admission). Energy will be delivered by nasoenteric tube feeding with additional intravenous glucose supplementation or total parenteral nutrition if necessary. A combination of multiorgan failure for more than 48 hours and mortality is defined as the primary endpoint, whereas several secondary endpoints such as length of hospitalisation or pain will be determined to elucidate more detailed differences between the groups. The general feasibility, safety and quality checks required for high quality evidence will be adhered to. ETHICS AND DISSEMINATION: The study has been approved by the relevant organisation, the Scientific and Research Ethics Committee of the Hungarian Medical Research Council (55961-2/2016/EKU). This study will provide evidence as to whether early high energy nutritional support is beneficial in the clinical management of AP. The results of this trial will be published in an open access way and disseminated among medical doctors. TRIAL REGISTRATION: The trial has been registered at the ISRCTN (ISRTCN 63827758).


Subject(s)
Energy Intake , Pancreas/pathology , Pancreatitis/therapy , Acute Disease , Adult , Aged , Clinical Protocols , Double-Blind Method , Energy Metabolism , Enteral Nutrition , Humans , Inflammation/complications , Length of Stay , Middle Aged , Multiple Organ Failure/etiology , Multiple Organ Failure/prevention & control , Pain/etiology , Pain/prevention & control , Pancreatitis/complications , Pancreatitis/mortality , Research Design , Young Adult
15.
PLoS One ; 12(2): e0171420, 2017.
Article in English | MEDLINE | ID: mdl-28207747

ABSTRACT

INTRODUCTION: Chronic pancreatitis is an inflammatory disease associated with structural and functional damage to the pancreas, causing pain, maldigestion and weight loss and thus worsening the quality of life. AIMS AND METHODS: Our aim was to find correlations from a multicentre database representing the epidemiological traits, diagnosis and treatment of the disease in Hungary. The Hungarian Pancreatic Study Group collected data prospectively from 2012 to 2014 on patients suffering from chronic pancreatitis. Statistical analysis was performed on different questions. RESULTS: Data on 229 patients (74% male and 26% female) were uploaded from 14 centres. Daily alcohol consumption was present in the aetiology of 56% of the patients. 66% of the patients were previously treated for acute exacerbation. One third of the patients had had previous endoscopic or surgical interventions. Pain was present in 69% of the cases, endocrine insufficiency in 33%, diarrhoea in 13% and weight loss in 39%. Diagnosis was confirmed with US (80%), CT scan (52%), MRI-MRCP (6%), ERCP (39%), and EUS (7,4%). A functional test was carried out in 5% of the patients. In 31% of the cases, an endoscopic intervention was performed with the need for re-intervention in 5%. Further elective surgical intervention was necessitated in 44% of endoscopies. 20% of the registered patients were primarily treated with surgery. The biliary complication rate for surgery was significantly smaller (2%) than endoscopy (27%); however, pancreatic complications were higher in the patients treated with surgery. Patients who smoked regularly needed significantly more surgical intervention following endoscopy (66.7% vs. 26.9%, p = 0.002) than non-smokers, and the ratio of surgical intervention alone was also significantly higher (27.3% vs. 10.8%, p = 0.004). The ratio of surgery in patients who smoked and drank was significantly higher (30.09% vs. 12.5%, p = 0.012) than in abstinent and non-smoking patients, similarly to the need for further surgical intervention after endoscopic treatment (71.43% vs. 27.78%, p = 0.004). CONCLUSIONS: According to the data analysed, the epidemiological data and the aetiological factors in our cohort differ little from European trends. The study highlighted the overuse of ERCP as a diagnostic modality and the low ratio of use of endoscopic ultrasonography. The results proved that alcohol consumption and smoking represent risk factors for the increased need for surgical intervention. Chronic pancreatitis should be treated by multidisciplinary consensus grounded in evidence-based medicine.


Subject(s)
Databases, Factual , Pancreatitis, Chronic/epidemiology , Quality of Life , Evidence-Based Medicine , Female , Follow-Up Studies , Humans , Hungary/epidemiology , Male , Middle Aged , Multimodal Imaging , Pancreatitis, Chronic/diagnosis , Pancreatitis, Chronic/therapy , Prognosis , Prospective Studies
16.
PLoS One ; 11(10): e0165309, 2016.
Article in English | MEDLINE | ID: mdl-27798670

ABSTRACT

OBJECTIVE: The aim of this study was to analyse the clinical characteristics of acute pancreatitis (AP) in a prospectively collected, large, multicentre cohort and to validate the major recommendations in the IAP/APA evidence-based guidelines for the management of AP. DESIGN: Eighty-six different clinical parameters were collected using an electronic clinical research form designed by the Hungarian Pancreatic Study Group. PATIENTS: 600 adult patients diagnosed with AP were prospectively enrolled from 17 Hungarian centres over a two-year period from 1 January 2013. MAIN RESULTS: With respect to aetiology, biliary and alcoholic pancreatitis represented the two most common forms of AP. The prevalence of biliary AP was higher in women, whereas alcoholic AP was more common in men. Hyperlipidaemia was a risk factor for severity, lack of serum enzyme elevation posed a risk for severe AP, and lack of abdominal pain at admission demonstrated a risk for mortality. Abdominal tenderness developed in all the patients with severe AP, while lack of abdominal tenderness was a favourable sign for mortality. Importantly, lung injury at admission was associated with mortality. With regard to laboratory parameters, white blood cell count and CRP were the two most sensitive indicators for severe AP. The most common local complication was peripancreatic fluid, whereas the most common distant organ failure in severe AP was lung injury. Deviation from the recommendations in the IAP/APA evidence-based guidelines on fluid replacement, enteral nutrition and timing of interventions increased severity and mortality. CONCLUSIONS: Analysis of a large, nationwide, prospective cohort of AP cases allowed for the identification of important determinants of severity and mortality. Evidence-based guidelines should be observed rigorously to improve outcomes in AP.


Subject(s)
Pancreatitis/epidemiology , Acute Disease , Adult , Aged , Endoscopy , Female , Humans , Male , Middle Aged , Multiple Organ Failure/mortality , Multiple Organ Failure/pathology , Pancreatitis/complications , Pancreatitis/diagnosis , Pancreatitis/etiology , Patient Admission , Physical Examination , Prospective Studies , Treatment Outcome
17.
PLoS One ; 11(10): e0165244, 2016.
Article in English | MEDLINE | ID: mdl-27776171

ABSTRACT

OBJECTIVE: Biomedical investment trends in 2015 show a huge decrease of investment in gastroenterology. Since academic research usually provides the basis for industrial research and development (R&D), our aim was to understand research trends in the field of gastroenterology over the last 50 years and identify the most endangered areas. METHODS: We searched for PubMed hits for gastrointestinal (GI) diseases for the 1965-2015 period. Overall, 1,554,325 articles were analyzed. Since pancreatology was identified as the most endangered field of research within gastroenterology, we carried out a detailed evaluation of research activity in pancreatology. RESULTS: In 1965, among the major benign GI disorders, 51.9% of the research was performed on hepatitis, 25.7% on pancreatitis, 21.7% on upper GI diseases and only 0.7% on the lower GI disorders. Half a century later, in 2015, research on hepatitis and upper GI diseases had not changed significantly; however, studies on pancreatitis had dropped to 10.7%, while work on the lower GI disorders had risen to 23.4%. With regard to the malignant disorders (including liver, gastric, colon, pancreatic and oesophageal cancer), no such large-scale changes were observed in the last 50 years. Detailed analyses revealed that besides the drop in research activity in pancreatitis, there are serious problems with the quality of the studies as well. Only 6.8% of clinical trials on pancreatitis were registered and only 5.5% of these registered trials were multicentre and multinational (more than five centres and nations), i.e., the kind that provides the highest level of impact and evidence level. CONCLUSIONS: There has been a clear drop in research activity in pancreatitis. New international networks and far more academic R&D activities should be established in order to find the first therapy specifically for acute pancreatitis.


Subject(s)
Biomedical Research , Pancreatitis/therapy , Acute Disease , Clinical Trials as Topic , Gastrointestinal Diseases , Humans , Internationality
18.
J Gastrointestin Liver Dis ; 25(2): 219-25, 2016 Jun.
Article in English | MEDLINE | ID: mdl-27308654

ABSTRACT

BACKGROUND AND AIMS: Pancreatic cancer is a devastating disease with poor prognosis. There is very limited information available regarding the epidemiology and treatment strategies of pancreatic cancer in Central Europe. The purpose of the study was to prospectively collect and analyze data of pancreatic cancer in the Hungarian population. METHODS: The Hungarian Pancreatic Study Group (HPSG) organized prospective, uniform data collection. Altogether 354 patients were enrolled from 14 Hungarian centers. RESULTS: Chronic pancreatitis was present in 3.7% of the cases, while 33.7% of the patients had diabetes. Family history for pancreatic cancer was positive in 4.8%. The most frequent presenting symptoms included pain (63.8%), weight loss (63%) and jaundice (52.5%). The reported frequency of smoking and alcohol consumption was lower than expected (28.5% and 27.4%, respectively). The majority of patients (75.6%) were diagnosed with advanced disease. Most patients (83.6%) had a primary tumor located in the pancreatic head. The histological diagnosis was ductal adenocarcinoma in 90.7% of the cases, while neuroendocrine tumor was present in 5.3%. Biliary stent implantation was performed in 166 patients, 59.2% of them received metal stents. Primary tumor resection was performed in 60 (16.9%) patients. Enteral or biliary bypass was done in 35 and 49 patients, respectively. In a multivariate Cox-regression model, smoking status and presence of gemcitabine-based chemotherapy were identified as independent predictors for overall survival. CONCLUSION: We report the first data from a large cohort of Hungarian pancreatic cancer patients. We identified smoking status and chemotherapy as independent predictors in this cohort.


Subject(s)
Carcinoma, Pancreatic Ductal , Neuroendocrine Tumors , Pancreatic Neoplasms , Adult , Aged , Aged, 80 and over , Alcohol Drinking/adverse effects , Alcohol Drinking/epidemiology , Antimetabolites, Antineoplastic/therapeutic use , Carcinoma, Pancreatic Ductal/etiology , Carcinoma, Pancreatic Ductal/mortality , Carcinoma, Pancreatic Ductal/pathology , Carcinoma, Pancreatic Ductal/therapy , Cholangiopancreatography, Endoscopic Retrograde/instrumentation , Deoxycytidine/analogs & derivatives , Deoxycytidine/therapeutic use , Diabetes Mellitus/epidemiology , Female , Humans , Hungary/epidemiology , Kaplan-Meier Estimate , Male , Middle Aged , Multivariate Analysis , Neoplasm Staging , Neuroendocrine Tumors/etiology , Neuroendocrine Tumors/mortality , Neuroendocrine Tumors/pathology , Neuroendocrine Tumors/therapy , Palliative Care , Pancreatectomy , Pancreatic Neoplasms/etiology , Pancreatic Neoplasms/mortality , Pancreatic Neoplasms/pathology , Pancreatic Neoplasms/therapy , Pancreatitis, Chronic/epidemiology , Prognosis , Proportional Hazards Models , Prospective Studies , Registries , Risk Factors , Smoking/adverse effects , Smoking/epidemiology , Stents , Young Adult , Gemcitabine
19.
Pancreas ; 45(4): 541-5, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26646278

ABSTRACT

OBJECTIVES: Variant c.811+32C>A in intron 4 of the cholecystokinin-B receptor gene (CCKBR) was reported to correlate with higher pancreatic cancer risk and poorer survival. The variant was suggested to induce retention of intron 4, resulting in a new splice form with enhanced receptor activity. Our objective was to validate the c.811+32C>A variant as an emerging biomarker for pancreatic cancer risk and prognosis. METHODS: We genotyped variant c.811+32C>A in 122 pancreatic adenocarcinoma case patients and 106 control subjects by sequencing and examined its association with cancer risk and patient survival. We tested the functional effect of variant c.811+32C>A on pre-messenger RNA splicing in human embryonic kidney 293T and Capan-1 cells transfected with CCKBR minigenes. RESULTS: The allele frequency of the variant was similar between patients and control subjects (18.4% and 17.9%, respectively). Survival analysis showed no significant difference between median survival of patients with the C/C genotype (266 days) and patients with the A/C or A/A genotypes (257 days). CCKBR minigenes with or without variant c.811+32C>A exhibited no difference in expression of the intron-retaining splice variant. CONCLUSION: These data indicate that variant c.811+32C>A in CCKBR does not have a significant impact on pancreatic cancer risk or survival in a Hungarian cohort.


Subject(s)
Adenocarcinoma/genetics , Introns/genetics , Pancreatic Neoplasms/genetics , Point Mutation , Receptor, Cholecystokinin B/genetics , Adenocarcinoma/pathology , Adolescent , Adult , Aged , Aged, 80 and over , Cell Line, Tumor , Cohort Studies , Female , Gene Frequency , Genotype , HEK293 Cells , Humans , Hungary , Male , Middle Aged , Pancreatic Neoplasms/pathology , Prognosis , RNA Splicing/genetics , Risk Factors , Survival Analysis , Young Adult
20.
PLoS One ; 9(9): e108164, 2014.
Article in English | MEDLINE | ID: mdl-25265225

ABSTRACT

Transient Receptor Potential Ankyrin 1 (TRPA1) channels are localized on sensory nerves and several non-neural cells, but data on their functional significance are contradictory. We analysed the presence and alterations of TRPA1 in comparison with TRP Vanilloid 1 (TRPV1) at mRNA and protein levels in human and mouse intact and inflamed colons. The role of TRPA1 in a colitis model was investigated using gene-deficient mice. TRPA1 and TRPV1 expressions were investigated in human colon biopsies of healthy subjects and patients with inflammatory bowel diseases (IBD: ulcerative colitis, Crohn's disease) with quantitative PCR and immunohistochemistry. Mouse colitis was induced by oral 2% dextran-sulphate (DSS) for 10 days. For investigating the functions of TRPA1, Disease Activity Index (weight loss, stool consistency, blood content) was determined in C57BL/6-based Trpa1-deficient (knockout: KO) and wildtype (WT) mice. Sensory neuropeptides, their receptors, and inflammatory cytokines/chemokines were determined with qPCR or Luminex. In human and mouse colons TRPA1 and TRPV1 are located on epithelial cells, macrophages, enteric ganglia. Significant upregulation of TRPA1 mRNA was detected in inflamed samples. In Trpa1 KO mice, Disease Activity Index was significantly higher compared to WTs. It could be explained by the greater levels of substance P, neurokinins A and B, neurokinin 1 receptor, pituitary adenylate-cyclase activating polypeptide, vasoactive intestinal polypeptide, and also interleukin-1beta, macrophage chemoattractant protein-1, monokine induced by gamma interferon-1, tumor necrosis factor-alpha and B-lymphocyte chemoattractant in the distal colon. TRPA1 is upregulated in colitis and its activation exerts protective roles by decreasing the expressions of several proinflammatory neuropeptides, cytokines and chemokines.


Subject(s)
Calcium Channels/physiology , Colitis/physiopathology , Nerve Tissue Proteins/physiology , Transient Receptor Potential Channels/physiology , Up-Regulation , Animals , Base Sequence , Calcium Channels/genetics , Colitis/metabolism , Colon/metabolism , DNA Primers , Gene Expression , Humans , Mice , Mice, Knockout , Nerve Tissue Proteins/genetics , Neuropeptides/metabolism , Polymerase Chain Reaction , TRPA1 Cation Channel , Transient Receptor Potential Channels/genetics
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