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Hosseininejad SM, Bozorgi F, Assadi T, Montazar SH, Jahanian F, Hoseini V, Shamsaee M, Tabarestani M. The predictive role of amylase and lipase levels on pancreas injury diagnosis in patients with blunt abdominal trauma. Horm Mol Biol Clin Investig 2020; 41:hmbci-2019-0066. [PMID: 32374282 DOI: 10.1515/hmbci-2019-0066] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2019] [Accepted: 04/04/2020] [Indexed: 12/26/2022]
Abstract
Objectives Despite the low incidence of pancreatic injury in the abdominal blunt trauma (BTA), its early diagnosis is very important; since pancreatic injury is associated with high rates of morbidity and mortality. However, due to the high association of pancreatic injury with injury of other abdominal organs, its diagnosis may be delayed and complicated. The use of imaging modalities is also subject to limitations for reasons such as cost, unavailability, and harmfulness. Consequently, the present study aimed to investigate the predictive role of amylase and lipase enzyme levels in the final diagnosis of pancreatic injury in patients with BTA. Methods In a prospective diagnostic study, 384 patients with BTA referring to Imam Khomeini hospital of Sari (north of Iran) were enrolled according to the inclusion and exclusion criteria. Initial patient data including age and sex were recorded. Blood samples were analyzed in the laboratory to measure complete blood count (CBC), amylase and lipase enzyme levels. Patients were followed up during hospitalization and focal ultrasound for abdominal trauma (FAST), CT-Scan and laparotomy results were recorded. Finally, the data was analyzed using SPSS version 22. Results The level of amylase enzyme was significantly higher in males (p = 0.04), but the level of lipase enzyme was not significantly different between two genders (p > 0.05). The most common symptoms and signs in patients were pain, tenderness, and hematoma, respectively. The frequency of pancreatic injury in all patients with blunt abdominal trauma was 7.5% based of FAST, 7% based on CT-Scan and 12.4% based on laparotomy. Comparison of laboratory findings based on FAST, CT-Scan and laparotomy results showed that the level of amylase and lipase enzymes in patients with internal organ and pancreatic damage were higher than in patients without internal organ injury (p < 0.05). But based on FAST results; patients with pancreatic injury and injury of other organs had no significant difference (p > 0.05). However, comparison of laboratory findings based on CT-Scan and laparotomy results showed a significant increase in the level of amylase and lipase enzymes in patients with pancreatic trauma compared to patients with injury of other organs (p < 0.001). Conclusions The results of this study showed that pancreatic injury in blunt trauma is associated with a significant increase in levels of amylase and lipase enzymes. In addition, an increase in levels of amylase and lipase enzymes is associated with internal organ damage. Serum amylase and lipase levels can be used as useful biomarkers to decide whether to perform CT-Scan or laparotomy.
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Affiliation(s)
- Seyed Mohammad Hosseininejad
- Department of Emergency Medicine, Diabetes Research Center, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Islamic Republic of Iran
| | - Farzad Bozorgi
- Department of Emergency Medicine, Gut And Liver Research Center, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Islamic Republic of Iran
| | - Touraj Assadi
- Department of Emergency Medicine, Orthopedic Research Center, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Islamic Republic of Iran
| | - Seyyed Hosein Montazar
- Department of Emergency Medicine, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Islamic Republic of Iran
| | - Fatemeh Jahanian
- Department of Emergency Medicine, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Islamic Republic of Iran
| | - Vahid Hoseini
- Department of Emergency Medicine, Gut And Liver Research Center, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Islamic Republic of Iran
| | - Mahboobeh Shamsaee
- Department of Emergency Medicine, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Islamic Republic of Iran
| | - Mohammad Tabarestani
- Student Research Committee, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Islamic Republic of Iran
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Identification of Pancreatic Injury in Patients with Elevated Amylase or Lipase Level Using a Decision Tree Classifier: A Cross-Sectional Retrospective Analysis in a Level I Trauma Center. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:ijerph15020277. [PMID: 29415489 PMCID: PMC5858346 DOI: 10.3390/ijerph15020277] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Revised: 01/31/2018] [Accepted: 02/04/2018] [Indexed: 12/29/2022]
Abstract
Background: In trauma patients, pancreatic injury is rare; however, if undiagnosed, it is associated with high morbidity and mortality rates. Few predictive models are available for the identification of pancreatic injury in trauma patients with elevated serum pancreatic enzymes. In this study, we aimed to construct a model for predicting pancreatic injury using a decision tree (DT) algorithm, along with data obtained from a population-based trauma registry in a Level I trauma center. Methods: A total of 991 patients with elevated serum levels of amylase (>137 U/L) or lipase (>51 U/L), including 46 patients with pancreatic injury and 865 without pancreatic injury between January 2009 and December 2016, were allocated in a ratio of 7:3 to training (n = 642) or test (n = 269) sets. Using the data on patient and injury characteristics as well as laboratory data, the DT algorithm with Classification and Regression Tree (CART) analysis was performed based on the Gini impurity index, using the rpart function in the rpart package in R. Results: Among the trauma patients with elevated amylase or lipase levels, three groups of patients were identified as having a high risk of pancreatic injury, using the DT model. These included (1) 69% of the patients with lipase level ≥306 U/L; (2) 79% of the patients with lipase level between 154 U/L and 305 U/L and shock index (SI) ≥ 0.72; and (3) 80% of the patients with lipase level <154 U/L with abdomen injury, glucose level <158 mg/dL, amylase level <90 U/L, and neutrophil percentage ≥76%; they had all sustained pancreatic injury. With all variables in the model, the DT achieved an accuracy of 97.9% (sensitivity of 91.4% and specificity of 98.3%) for the training set. In the test set, the DT achieved an accuracy of 93.3%, sensitivity of 72.7%, and specificity of 94.2%. Conclusions: We established a DT model using lipase, SI, and additional conditions (injury to the abdomen, glucose level <158 mg/dL, amylase level <90 U/L, and neutrophils ≥76%) as important nodes to predict three groups of patients with a high risk of pancreatic injury. The proposed decision-making algorithm may help in identifying pancreatic injury among trauma patients with elevated serum amylase or lipase levels.
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Xiao M, Bolduc DL, Li X, Cui W, Hieber KP, Bünger R, Ossetrova NI. Urine Interleukin-18 (IL-18) as a Biomarker of Total-Body Irradiation: A Preliminary Study in Nonhuman Primates. Radiat Res 2017. [PMID: 28650775 DOI: 10.1667/rr14768.1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
We have reported that circulating IL-18 can be used as a radiation biomarker in mice, minipigs and nonhuman primates (NHPs, Macaca mulatta). Here, we report the levels of IL-18 in individual NHP's urine before and at 6 h-7 days after 5.0, 6.5 and 8.5 Gy 60Co total-body irradiation (TBI) using enzyme linked immunosorbent assay (ELISA). Six animals (3.5-5.5 kg, 3-4 years old) per radiation dose were investigated. Correlation values between urine IL-18 and blood cell counts and serum chemistry parameters including lactate dehydrogenase (LDH), lipase, and serum total protein (TP), as well as between urine IL-18 and 60-day survival, were analyzed. Our data, to the best of our knowledge, for the first time, demonstrate that concentrations of urine IL-18 from irradiated NHPs were increased in a radiation dose-dependent manner compared to pre-TBI levels in samples from these animal (N = 18, 11.02 ± 1.3 pg/ml). A 5.0 Gy low dose of radiation (∼LD10/60) did not increase urine IL-18 levels. In contrast, high-dose TBI significantly increased urine IL-18 at day 1 to day 5 in a bell-shaped time course, reaching a peak of 5- to 10-fold of control levels on day 3 after 6.5 Gy (∼LD50/60) and 8.5 Gy (∼LD90/60), respectively. Statistical analysis using receiver operator characteristic (ROC) and MultiROC analysis indicated that white blood cell and platelet counts, serum LDH, lipase and TP, when combined with urine IL-18, provide discriminatory predictors of total-body radiation injury with a very high ROC area of 0.98. Urine IL-18 measurement, as an early prognostic indicator of survival, may facilitate rapid detection of lethal doses of radiation, based on the currently available data set.
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Affiliation(s)
- Mang Xiao
- a Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - David L Bolduc
- a Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - XiangHong Li
- a Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Wanchang Cui
- a Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Kevin P Hieber
- a Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | | | - Natalia I Ossetrova
- a Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, Maryland
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Subramanian A, Albert V, Mishra B, Sanoria S, Pandey RM. Association Between the Pancreatic Enzyme Level and Organ Failure in Trauma Patients. Trauma Mon 2016; 21:e20773. [PMID: 27625999 PMCID: PMC5003472 DOI: 10.5812/traumamon.20773] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Revised: 06/11/2014] [Accepted: 06/16/2014] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND The literature suggests an association of pancreatic enzymes with systemic inflammation resulting in secondary organ injury and dysfunction following trauma. Elevation in serum enzymes may not always be predictive of pancreatic disease, and can reflect extra pancreatic production. OBJECTIVES This study was conducted to evaluate the rise in serum pancreatic enzyme levels with the incidence of organ failure following trauma. PATIENTS AND METHODS A retrospective review was performed on critically injured patients from December 2009 to March 2010. Patient's clinical demographics, routine laboratory investigations along with amylase and lipase levels were also extracted from the patients' records. Patients with pancreatic or duodenal injuries were excluded from the study. RESULTS From a total of 296 patients (mean age, 31 years), 85% were males. Blunt injury was seen in 91.6% of the cases and 8.4% had penetrating injury. One hundred and fifty-three patients had single organ failure, 96 had multiple organ failure and 47 had no organ failure. There was a significant difference in lipase levels (P = 0.04), potassium levels (P = 0.05) and hemoglobin levels (P = -0.004), among the three patient groups. There was no significant difference in amylase levels among the three patient groups. The observed independent predictors of mortality included coagulopathy (OR = 1.7), Glasgow coma scale (OR = 1.1, 4.7), pulmonary failure (OR = 0.0004), hepatic failure (OR = 0.048), renal failure (OR = 5.5), organ failure (OR =149.8), lipase levels (OR = 1.3), and infection (OR = 3.0). CONCLUSIONS There was a significant correlation between elevated lipase levels and the incidence of multiple organ failure. Moreover, No significant association was found between the elevated amylase levels and organ failure. However, on admission, measurement of these enzymes coupled with routine laboratory investigations can be a powerful tool in the early detection of patients progressing towards organ failure.
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Affiliation(s)
- Arulselvi Subramanian
- Department of Laboratory Medicine, Jai Prakash Narayan Apex Trauma Center, All India Institute of Medical Sciences (AIIMS), New Delhi, India
- Corresponding author: Arulselvi Subramanian, Department of Laboratory Medicine, Jai Prakash Narayan Apex Trauma Center, All India Institute of Medical Sciences (AIIMS), New Delhi, India. Tel: +98-10644033, Fax: +91‐1126106826, E-mail:
| | - Venencia Albert
- Department of Laboratory Medicine, Jai Prakash Narayan Apex Trauma Center, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Biplab Mishra
- Department of Surgery, Jai Prakash Narayan Apex Trauma Center, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Shilpi Sanoria
- Department of Laboratory Medicine, Jai Prakash Narayan Apex Trauma Center, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Ravindra Mohan Pandey
- Department of Biostatistics, All India Institute of Medical Sciences (AIIMS), New Delhi, India
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Abnormal pancreatic enzymes and their prognostic role after acute paraquat poisoning. Sci Rep 2015; 5:17299. [PMID: 26603772 PMCID: PMC4658566 DOI: 10.1038/srep17299] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2015] [Accepted: 10/26/2015] [Indexed: 02/07/2023] Open
Abstract
Ingestion of paraquat causes multi-organ failure. Prognosis is best estimated through
measurement of blood paraquat concentrations but this facility is not available in
most hospitals. We studied the prognostic significance of abnormal pancreatic
enzymes for survival. Patients with acute paraquat poisoning were recruited. An
extensive series of blood tests including serum amylase were serially checked.
Patients were sorted according to their serum amylase activity (normal
[<220 U/L], mildly elevated [220 to 660 U/L],
elevated [>660 U/L]), and survival compared between groups. 177
patients were enrolled to the study, of whom 67 died and 110 survived. 122 (70.62%),
27 (15.25%) and 25 (14.13%) patients were in the normal, mildly elevated and
elevated amylase activity groups, respectively. The case fatality in the elevated
group was 100% compared to 17% in the normal group
(P < 0.001). We found four independent factors for
paraquat death prediction: amylase, PaCO2, leukocyte number, and
neutrophil percentage. Models using pancreatic enzyme activity showed good
prediction power. We have found that abnormal pancreatic enzymes are useful
prognostic marker of death after acute paraquat poisoning. Including serum amylase
activity into a prognostic model provides a good prognostication.
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