ABSTRACT
BACKGROUND:
The early identification of severe acute pancreatitis (AP) remains a great challenge in clinical practice and novel predictors are needed to complement available scoring systems. This study aimed to investigate utility of Ranson score, and computed tomography severity index (CTSI) and C-reactive protein (CRP) criteria in determination of risk prognostic status in AP.
METHODS:
A total of 104 patients with AP (median age: 71.5 (range, 21–102) years, (59.6% were males) were included in this cross-sectional study. Patients were divided into two groups according to risk prognostic status including good prognosis (n=67) and poor prognosis (n=37) groups, based on presence of at least one of the poor prognostic criteria including Ranson score ≥3, presence of pseudocyst and necrotizing fluid collection on ultrasonography or computed tomography imaging and CRP levels >15 mg/L. Data on patient demographics, etiology of AP, smoking, blood biochemistry and hemogram findings and inflammatory markers including CRP (mg/L), mean platelet volume (fL), neutrophil-lymphocyte ratio, and platelet-lymphocyte ratio were recorded.
RESULTS:
Overall, 37 (35.6) patients with at least one these criteria comprised the poor prognosis group. Most of patients were considered to be in the poor prognosis group based on CTSI only (35.1%), CTSI + CRP (18.9%), and CTSI + Ranson (16.2%). Overall, 6 (5.8%) patients died, and all of them were in the poor prognosis group (p=0.002). Patients with poor versus good prognosis had significantly higher median (min-max) values for creatinine (1 [0.57–10.0] vs. 0.76 [0.5–8.4] mg/dL, p=0.004) and urea (48.0 [9.0–247.0] vs. 27.0 [10.0–111.0] mg/dL, p<0.001), and lower albumin values (3.5 [2.4–4.3] vs. 3.6 [2.7–4.6] g/L, p=0.021). Kappa values indicated presence of a moderate agreement between CTSI and CRP (kappa: 0.408), a fair agreement between CTSI and Ranson (kappa: 0.312), and a none to slight agreement between Ranson and CRP (kappa: 0.175). CTSI was able to discriminate all 6 patients (100.0%) with mortality, whereas Ranson and CRP each discriminated only 2 (33.3%) of 6 patients with mortality.
CONCLUSION:
Our findings suggest a stronger individual prognostic value of CTSI alone, rather than CRP or Ranson score alone, in risk stratification of AP patients for severity of disease and related mortality risk on the day of admission, whereas emphasize the likelihood of using CRP or Ranson score complementary to CTSI to enable further identification of poor prognostic status.
Keywords: Acute pancreatitis, computed tomography severity index, C-reactive protein, inflammatory markers, peripheral blood, prognosis, ranson score, risk stratification
INTRODUCTION
Acute pancreatitis (AP) is an inflammatory disease of highly variable clinical presentation and severity along with potential multi-organ involvement.[1–3] While AP is self-limited in 65–85% of cases not requiring specific treatment or resulting in sequelae, the remaining may suffer from severe attacks progressing to systemic inflammatory response syndrome (SIRS) with a high morbidity and mortality.[3–6] Hence, the early assessment of severity of disease through risk stratification, particularly on day of admission, is considered crucial to prevent pancreatic necrosis and organ failure in those assigned to higher risk categories through the interventions in this period of a window of opportunity.[3,6,7]
Several multi-factorial scoring system and imaging tools such as Ranson, acute physiology and chronic health evaluation (APACHE-II), SIRS, bedside index for severity in AP (BISAP), modified Marshall score, sequential organ failure assessment (SOFA) score, and computed tomography severity index (CTSI) as well as several biochemical markers such C-reactive protein (CRP) and procalcitonin have been defined in the early identification of severe AP.[6–11]
However, none of these current clinical scoring systems or biochemical markers are considered definitive tools with widespread applicability or consistent accuracy and all are associated with several limitations.[3,6,8–10] In this regard, the early identification of severe AP remains a great challenge in clinical practice and novel predictors are needed to complement available scoring systems.[7,12]
Apart from severity scores, there has been considerable interest in utility of certain laboratory parameters and rapid biomarkers in reliable prognosis prediction for AP.[7] Several direct or combined markers of systemic inflammation as readily available laboratory tests including white blood cell (WBC) and platelet counts, mean platelet volume (MPV), neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR), and CRP have also been proposed to show the inflammatory state and severity of disease in patients with AP.[7,13–16]
Nonetheless, the correlation of these laboratory parameters as well as the pancreatic enzymes, liver and kidney function tests with multi-factorial scoring systems and radiological severity has not been extensively explored in AP patients.[10,13,17,18]
Therefore, this study aimed to investigate utility of Ranson score, CTSI, and CRP levels in determination of risk prognostic status in patients with AP.
MATERIALS AND METHODS
Study Population
A total of 104 patients with AP (median age: 71.5 [range, 21–102] years, 59.6% were males) were included in this cross-sectional study. Although initially 156 patients were enrolled, due to exclusion of 52 patients with missing data on Ranson parameters and/or CRP, 104 patients were subjected to the final analysis. Patients were divided into two groups according to risk prognostic status including good prognosis (n=67) and poor prognosis (n=37) groups, based on presence of at least one of the poor prognostic criteria including Ranson score ≥3, presence of pseudocyst and necrotizing fluid collection on ultrasonography or CT imaging and CRP levels >15 mg/L (Table 1).
Table 1.
Risk stratification
| Risk stratification | n (%) |
|---|---|
| CTSI | |
| Balthazar scores 0–2 (A-C) plus | 74 (71.2) |
| Pancreatic necrosis score 0-2 | |
| Balthazar scores 3–4 (D-E) plus | 30 (28.8) |
| Pancreatic necrosis score 4-6 | |
| CRP | |
| ≤15 mg/L | 91 (87.5) |
| >15 mg/L | 13 (12.5) |
| Ranson | |
| <3 | 89 (85.6) |
| ≥3 | 15 (14.4) |
| POOR PROGNOSIS: Patients with at least one poor prognostic criteria (n=37) | |
| CTSI only | 13 (35.1) |
| CRP only | 2 (5.4) |
| Ranson only | 5 (13.5) |
| CTSI+Ranson | 6 (16.2) |
| CTSI+CRP | 7 (18.9) |
| CTSI+CRP+Ranson | 4 (10.8) |
| Total | 37 (100.0) |
CTSI: Computed tomography severity index; CRP: C-reactive protein.
Written informed consent was obtained from each subject following a detailed explanation of the objectives and protocol of the study which was conducted in accordance with the ethical principles stated in the “Declaration of Helsinki” and approved by the institutional ethics committee.
Assessments
Data on patient demographics (age and gender), etiology of AP, smoking status, blood biochemistry findings including glucose (g/dL), creatinine (mg/dL), urea (mg/dL), bilirubin (mg/dL), Aspartate aminotransferase (AST, IU/L), Alanine aminotransferase (ALT, IU/L), lactate dehydrogenase (LDH, U/L), amylase (U/mL), albumin (g/L), and calcium (Ca, mg/dL), hemogram findings including hemoglobin (g/dL), platelet (cells/mm3), neutrophil (cells/mm3), lymphocyte (cells/μL) counts, and inflammatory markers including CRP (mg/L), MPV (fL), NLR, and PLR were recorded at the time of hospital admission in each patient.
The diagnosis of AP is based on presence of 2 of the following three criteria: upper abdominal pain consistent with AP; increased serum lipase and/or amylase activity at least 3 times greater than the upper limit of normal; characteristic findings of AP on abdominal imaging.[19]
Ranson Criteria
Ranson criteria use 11 parameters to assess the severity of AP. The five parameters on admission are age (>55 years), WBC count (>16,000 cells/cmm, blood glucose ≥200 mg/dL (11 mmol/L), serum AST ≥250 IU/L, and serum LDH >350 IU/L. At 48 h, the remaining six parameters are: serum calcium <8.0 mg/dL (<2.0 mmol/L), hematocrit fall ≥10%, PaO2 ≤60 mmHg, BUN increased by 5 mg/dL or more (1.8 mmol/L or more) despite intravenous (IV) fluid hydration, base deficit ≥4 mEq/L, and sequestration of fluids ≥6 L. Scores of “0–2”, “3–4”, “5–6” and “7–11” indicates mortality risk of 0–3%, 15%, 40%, and nearly 100%, respectively.[20] In this study, Ranson criteria assessment was based on hematocrit, BUN, Ca, arterial pO2, and base deficit measurements on the day of hospital admission and scores ≥3 indicated poor prognosis.
CT Severity Index (CTSI)
The CTSI sums the Balthazar score (grading of pancreatitis: A-E) and grading the extent of pancreatic necrosis. Grading of pancreatitis (Balthazar score) is scored with 0 (A: normal pancreas), 1 (B: enlargement of pancreas), 2 (C: inflammatory changes in pancreas and peripancreatic fat), 3 (D: ill-defined single peripancreatic fluid collection), and 4 (E: two or more poorly defined peripancreatic fluid collections), while pancreatic necrosis is categorized as none (score 0), ≤30% (score 2), >30–50% (score 4) and >50% (score 6).[21,22]
Statistical Analysis
Statistical analysis was made using MedCalc® Statistical Software version 19.7.2 (MedCalc Software Ltd, Ostend, Belgium; https://www.medcalc.org; 2021). Chi-square test was used for analysis of categorical data. Mann–Whitney U test were used for analysis of the parametric variables. Agreement between Ranson, CRP and CTSI criteria were analyzed using kappa values with consideration of kappa values ≤0 as indicating no agreement, 0.01–0.20 as none to slight, 0.21–0.40 as fair, 0.41–0.60 as moderate, 0.61–0.80 as substantial, and 0.81–1.00 as almost perfect agreement. Data were expressed as “mean±standard deviation, median (min-max) and percent (%) where appropriate. P<0.05 was considered statistically significant.
RESULTS
Risk Prognostic Status
Ranson scores were ≥3 in 15(14.4%) patients and CTSI-radiological imaging revealed Balthazar scores of 3–4 (D-E) plus pancreatic necrosis scores of 4–6 in 30 (28.8%) patients, while CRP levels were >15 mg/L in 13 (12.5%) patients (Table 1).
Overall, 37 (35.6) patients with at least one these criteria comprised the poor prognosis group. Most of patients were considered to be in the poor prognosis group based on CTSI only (35.1%), CTSI + CRP (18.9%), CTSI + Ranson (16.2%), and Ranson only (13.5%) (Table 1).
Patient Demographics and Mortality According to Prognostic Groups
Patients in the poor prognosis group were significantly older than those in the good prognosis group (median age 74 vs. 64 years, p=0.033). No significant difference was noted between patients with good prognosis and those with poor prognosis in terms of gender, etiology of AP and the smoking status. Overall, 98 (94.2%) patients discharged from the hospital, while 6 (5.8%) patients died, and all of them were in the poor prognosis group (p=0.002) (Table 2).
Table 2.
Demographic and clinical characteristics according to risk prognostic status
| Patients with acute pancreatitis | p-value | |||
|---|---|---|---|---|
|
| ||||
| Total (n=104) | Good prognosis (n=67) | Poor prognosis (n=37) | ||
| Age (year), median (min-max) | 71.5 (21–102) | 64 (21–94) | 74 (36–102) | 0.0331 |
| Gender, n (%) | ||||
| Male | 62 (59.6) | 37 (59.7) | 25 (40.3) | 0.3082 |
| Female | 42 (40.4) | 30 (71.4) | 12 (28.6) | |
| Etiology, n (%) | ||||
| Idiopathic | 61 (58.7) | 42 (68.9) | 19 (31.1) | 0.0532 |
| Biliary | 39 (37.5) | 21 (53.8) | 18 (46.2) | |
| Malignancy | 4 (3.8) | 4 (100.0) | 0 (0.0) | |
| Active smoking, n (%) | ||||
| No | 88 (84.6) | 55 (62.5) | 33 (37.5) | 0.3372 |
| Yes | 16 (15.4) | 12 (75.0) | 4 (25.0) | |
| Survivorship status, n(%) | ||||
| Survived | 98 (94.2) | 67 (68.4) | 31 (31.6) | 0.0023 |
| Died | 6 (5.8) | 0 (0.0) | 6 (100.0) | |
Mann-Whitney U test,
χ2 test,
Fisher Exact test.
Blood Parameters in Prognostic Groups
Patients with poor versus good prognosis had significantly higher median (min-max) values for creatinine (1 (0.57–10.0) vs. 0.76 (0.5–8.4) mg/dL, p=0.004) and urea.
(48.0 (9.0–247.0) vs. 27.0 (10.0–111.0) mg/dL, p<0.001), and lower albumin values (3.5 (2.4–4.3) vs. 3.6 (2.7–4.6) g/L, p=0.021) (Table 3).
Table 3.
Blood parameters according to prognostic status
| Patients with pancreatitis | p-value | ||||||
|---|---|---|---|---|---|---|---|
|
| |||||||
| Total (n=104) | Good prognosis (n=67) | Poor prognosis (n=37) | |||||
|
|
|
|
|||||
| n | Median (min-max) | n | Median (min-max) | n | Median (min-max) | ||
| Blood biochemistry | |||||||
| Creatinine (mg/dL) | 104 | 0.8 (0.5–10.0) | 67 | 0.76 (0.5–8.40) | 37 | 1.0 (0.57–10.0) | 0.004 |
| Urea (mg/dL) | 104 | 34.0 (9.0–247.0) | 67 | 27.0 (10.0–111.0) | 37 | 48.0 (9.0–247.0) | <0.001 |
| Bilirubin (mg/dL) | 104 | 1.6 (0.1–14.9) | 67 | 1.47 (0.1–14.9) | 37 | 1.7 (0.4–8.9) | 0.525 |
| ALT (IU/L) | 104 | 77.0 (6.0–1310) | 67 | 72.0 (0.7–1310) | 37 | 115.0 (6.0–851) | 0.571 |
| Amylase (U/mL) | 104 | 729.0 (24.0–3292.0) | 67 | 482 (24.0–3190) | 37 | 749.0 (38.0–3292.0) | 0.114 |
| Albumin (g/L) | 103 | 3.6 (2.4–4.6) | 66 | 3.6 (2.7–4.6) | 37 | 3.5 (2.4–4.3) | 0.021 |
| Hemogram | |||||||
| Hemoglobin (g/dL) | 104 | 12.7 (7.8–15.7) | 67 | 12.8 (8.6–15.7) | 37 | 11.9 (7.8–15.5) | 0.093 |
| Platelet (cells/mm3) | 104 | 204.0 (47.0–414.0) | 67 | 206.0 (94.0–351.0) | 37 | 202.0 (47.0–414.0) | 0.669 |
| Neutrophil (cells/mm3) | 103 | 2.70 (1.4–4.3) | 66 | 2.75 (1.4–4.2) | 37 | 2.70 (1.4–4.3) | 0.836 |
| Lymphocyte (cells/μL) | 102 | 1.8 (1.0–2.9) | 65 | 1.8 (1.0–2.9) | 37 | 1.7 (1.0–2.8) | 0.836 |
| Inflammatory markers | |||||||
| MPV (fL) | 104 | 10.45 (5.67–13.4) | 67 | 10.3 (6.86–12.6) | 37 | 10.7 (5.67–13.4) | 0.152 |
| NLR | 102 | 1.57 (0.88–3.15) | 65 | 1.66 (0.90–3.15) | 37 | 1.53 (0.88–3.07) | 0.898 |
| PLR | 102 | 112.93 (27.65–351.0) | 65 | 117.64 (54.83–351.0) | 37 | 110.66 (27.65–276.0) | 1.000 |
AST: Aspartate aminotransferase; ALT: Alanine aminotransferase; LDH: Lactate dehydrogenase; CRP: C-reactive protein; MPV: Mean platelet volume; NLR: Neutrophil-to-lymphocyte ratio; PLR: Platelet-to-lymphocyte ratio; LOS: Length of hospital stay. Mann-Whitney U test.
ALT, amylase, bilirubin and hemoglobin levels, platelet, neutrophil and lymphocyte counts and MPV, NLR, and PLR values did not significantly differ between good prognosis and poor prognosis groups (Table 3).
Agreement between CTSI, Ranson, and CRP Criteria
Ranson and CRP were able to identify only 10 (33.3%) and 11 (36.7%) of 30 patients with poor CTSI criteria, respectively (p=0.001 and p<0.001). CTSI and CRP were able to identify 10 (66.7%) and 4 (26.7%) of 15 patients with poor Ranson criteria, respectively, (p=0.001 and p=0.073). Kappa values indicated presence of a moderate agreement between CTSI and CRP (kappa:0.408), a fair agreement between CTSI and Ranson (kappa: 0.312), and a none to slight agreement between Ranson and CRP (kappa: 0.175) (Table 4).
Table 4.
Agreement between CTSI, Ranson score and CRP criteria
| Ranson | CRP | |||||
|---|---|---|---|---|---|---|
|
|
|
|||||
| Good prognosis | Poor prognosis | Total | Good prognosis | Poor prognosis | Total | |
| CTSI | ||||||
| Good prognosis | 69 (93.2) | 5 (6.8) | 74 (71.2) | 72 (97.3) | 2 (2.7) | 74 (71.2) |
| Poor prognosis | 20 (66.7) | 10 (33.3) | 30 (28.8) | 19 (63.3) | 11 (36.7) | 30 (28.8) |
| Total | 89 (85.6) | 15 (14.4) | 104 (100.0) | 91 (87.5) | 13 (12.5) | 104 (100.0) |
| Kappa Value | 0.312 | 0.408 | ||||
|
| ||||||
| CRP | ||||||
|
| ||||||
| Good prognosis | Poor prognosis | Total | ||||
|
| ||||||
| Ranson | ||||||
| Good prognosis | 80 (89.9) | 9 (10.1) | 89 (85.6) | |||
| Poor prognosis | 11 (73.3) | 4 (26.7) | 15 (14.4) | |||
| Total | 91 (87.5) | 13 (12.5) | 104 (100.0) | |||
| Kappa Value | 0.175 | |||||
|
| ||||||
| CTSI | Ranson | CRP | ||||
|
|
|
|
||||
| Good prognosis (n=74) | Poor prognosis (n=30) | Good prognosis (n=89) | Poor prognosis (n=15) | Good prognosis (n=91) | Poor prognosis (n=13) | |
|
| ||||||
| Outcome | ||||||
| Discharge (n=98) | 74 (75.5) | 24 (24.5) | 85 (86.7) | 13 (13.3) | 87 (88.8) | 11 (11.2) |
| Mortality (n=6) | 0 (0.0) | 6 (100.0) | 4 (66.7) | 2 (33.3) | 4 (66.7) | 2 (33.3) |
| p-value | <0.001 | 0.174 | 0.112 | |||
CTSI: Computed tomography severity index; CRP: C-reactive protein. Chi square test.
CTSI was able to discriminate all 6 patients (100.0%) with mortality, whereas Ranson and CRP each discriminated only 2 (33.3%) of 6 patients with mortality (Table 4).
DISCUSSION
Our findings revealed presence of at least one of the poor prognostic criteria (Ranson scores ≥3, Balthazar scores of 3–4 (D-E) plus pancreatic necrosis scores of 4–6 on CTSI-radiological imaging or CRP levels >15 mg/L) in 35.6% of patients presented with AP and mortality in 5.8% of them. CTSI (28.8%) compared to Ranson (14.4%) or CRP (12.5%) was able to discriminate more patients to be considered in the poor prognosis category and to more accurately identify the mortality risk.
The stronger association of CTSI in predicting SAP and mortality in our study support the consideration of CTSI to have a strong positive correlation with the development of complications and mortality in patients with AP.[18,22,23] In a study with 163 AP patients, pancreatic necrotic volume (PNV, cutoff value: 75 cc) in the CT was reported to show a linear correlation with hospital stay and a significant association with acute complications (i.e., infection, organ failure, need of treatment, or hospitalization at intensive care unit).[23] The authors also noted that PNV and thus necrosis volume was the best radiological biomarker correlated with AP complications.[23] In fact, identification of peripancreatic edema in endoscopic ultrasonography, a method allowing for the detailed visualization of the whole pancreas due to its high-resolution images,[6,24,25] is considered likely to be a novel imaging marker with favorable sensitivity (65.8%), specificity (75.5%), and accuracy (72.2%) for the early prediction of the severity of AP.[24]
Indeed, while CTSI alone was able to discriminate 35.1% of 37 patients with poor prognosis, the use of CRP (18.9%), Ranson (16.2%) or both (10.8%) complementary to CTSI enabled further identification of poor prognostic status in AP patients at the time of hospital admission. Hence, our findings seem to emphasize the significant prognostic value of CTSI alone in risk stratification of AP patients on initial admission, whereas further identification of poor prognosis with complementary use of Ranson or CRP which shows only fair-to-moderate agreement with CTSI.
In a study with 72 AP patients (31 patients had severe AP, 17 had pancreatic necrosis, and 9 [12.5%] died) area under curves (AUC) for Ranson, CTSI, and CRP were reported to be 0.85, 0.80, and 0.91, respectively, in predicting severe AP, to be 0.70, 0.75, and 0.90, respectively, for pancreatic necrosis, and to be 0.84, 0.57, and 0.75, respectively, for mortality.[9] The authors concluded the stronger role of CRP in early detection of severity and pancreatic necrosis whereas Ranson score in predicting AP related mortality.[9] Furthermore, in a study with 80 AP patients (19 had severe AP, and 9 (11.3%) died), AUC for Ranson score, CTSI, and CRP were reported to be 0.690, 0.619, and 0728, respectively, in predicting severe AP and to be 0.669, 0.615, and 0.799, respectively, for mortality.[26]
The moderate agreement between CTSI and CRP findings in our study seems to be in line with consideration of CRP as a good marker for prediction of complications and mortality in AP, particularly for predicting the pancreatic necrosis.[9,26–28]
Nonetheless, our findings support the use of CRP or Ranson as complementary methods to CTSI rather than alone in predicting severity of AP, supporting the previous studies indicated that Ranson scores had lower sensitivity for complications, mortality, and the length of stay for AP than the Balthazar score.[29,30] This seems notable given that despite being a useful and readily available tool in clinical practice, CRP, when used alone, is considered a marker with a low specificity as a prognostic tool in AP.[31] Notably, in a retrospective chart review study with 119 AP patients, the CRP level and follow-up CRP titer were reported to be significantly correlate with the radiological grade, suggesting the utility of CRP with the radiological severity in estimation of the severe disease course.[18]
In the current study, in patients with poor prognostic status, serum creatinine and urea levels were also concomitantly higher and serum albumin levels were lower. The concomitant increase in serum levels of creatinine and urea in our poor prognosis group supports the consideration of acute kidney injury (AKI) as a serious and common complication of severe AP which increases the mortality risk,[17,32–34] while higher fluid sequestration in AP has been associated with more severe disease course and thus increased likelihood of organ failure.[17,35] Moreover, hypoalbuminemia is also considered a good clinical prediction index of consistent organ failure of AP.[36] and albumin levels ≤28.9 mg/L as a relatively accurate index to evaluate severe AP death risk with a similar accuracy rate to CRP.[37]
In addition, BISAP, which uses pleural effusion detected on imaging as one of the parameters in the prognostic scoring[38] was reported to be a valuable predictor for SAP[7] and to be better than Ranson in prediction of organ failure.[8] Moreover, Ranson score was reported to be positively correlated with CRP in AP patients,[13] while the disrupted control of microvascular pressure tone due to systemic inflammation is also considered likely to be an important factor leading to kidney injury.[17,39]
Among radiologic scoring systems including the Balthazar score, MTSI, EPIC, and renal rim grade, an EPIC score ≥6 was considered the most valuable for predicting both severity and mortality among all four of these radiologic scoring systems,[26,40] while NLR, as another inexpensive and widely available parameter, was suggested to have almost the same value as CRP for predicting severe AP and even markedly higher value to predict mortality than CRP value.[26] Our findings revealed no significant difference in blood cell counts, NLR and PLR as well as in amylase levels with respect to prognostic status. Likewise, past studies also reported no significant differences between patients with AP and healthy groups in terms of platelet numbers at the time of admission.[13,16,41] while the increase in MPV showing platelet activation has been described as an independent risk factor for AP.[41,42] suggesting that the severity of systemic inflammation is related to platelet volume.[13]
Certain limitations to this study should be considered. First, potential lack of generalizability is an important limitation due to single-center study design with relatively small sample size. Second, the cross-sectional design made it impossible to establish any cause-and-effect relationships.
Conclusion
Our findings suggest a stronger individual prognostic value of CTSI alone, rather than CRP or Ranson score alone, in risk stratification of AP patients for severity of disease and related mortality risk on the day of admission, whereas emphasize the likelihood of using CRP or Ranson score complementary to CTSI to enable further identification of poor prognostic status. Large population-based multicenter studies are needed to identify the utility of different multifactorial scoring systems in combination with biochemical markers for early assessment of the severity of AP in routine clinical practice.
Footnotes
Ethics Committee Approval: This study was approved by the Recep Tayyip Erdoğan University Non-interventional Clinical Research Ethics Committee (Date: 19.08.2021, Decision No: 2021/145).
Peer-review: Externally peer-reviewed.
Conflict of Interest: None declared.
Financial Disclosure: The authors declared that this study has received no financial support.
REFERENCES
- 1.Bhatia M, Wong FL, Cao Y, Lau HY, Huang J, Puneet P, et al. Pathophysiology of acute pancreatitis. Pancreatology. 2005;5:132–44. doi: 10.1159/000085265. [DOI] [PubMed] [Google Scholar]
- 2.Lankisch PG, Apte M, Banks PA. Acute pancreatitis. Lancet. 2015;386:85–96. doi: 10.1016/S0140-6736(14)60649-8. [DOI] [PubMed] [Google Scholar]
- 3.Tenner S, Baillie J, DeWitt J, Vege SS American College of Gastroenterology. American College of gastroenterology guideline:Management of acute pancreatitis. Am J Gastroenterol. 2013;108:1400–15. doi: 10.1038/ajg.2013.218. 1416. [DOI] [PubMed] [Google Scholar]
- 4.Leppäniemi A, Tolonen M, Tarasconi A, Segovia-Lohse H, Gamberini E, Kirkpatrick AW, et al. 2019 WSES guidelines for the management of severe acute pancreatitis. World J Emerg Surg. 2019;14:27. doi: 10.1186/s13017-019-0247-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Pezzilli R, Zerbi A, Di Carlo V, Bassi C, Delle Fave GF Working Group of the Italian Association for the Study of the Pancreas on Acute Pancreatitis. Practical guidelines for acute pancreatitis. Pancreatology. 2010;10:523–35. doi: 10.1159/000314602. [DOI] [PubMed] [Google Scholar]
- 6.Silva-Vaz P, Abrantes AM, Castelo-Branco M, Gouveia A, Botelho MF, Tralhão JG. Multifactorial scores and biomarkers of prognosis of acute pancreatitis:Applications to research and practice. Int J Mol Sci. 2020;21:338. doi: 10.3390/ijms21010338. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Zhou H, Mei X, He X, Lan T, Guo S. Severity stratification and prognostic prediction of patients with acute pancreatitis at early phase:A retrospective study. Medicine (Baltimore) 2019;98:e15275. doi: 10.1097/MD.0000000000015275. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Hagjer S, Kumar N. Evaluation of the BISAP scoring system in prognostication of acute pancreatitis-a prospective observational study. Int J Surg. 2018;54:76–81. doi: 10.1016/j.ijsu.2018.04.026. [DOI] [PubMed] [Google Scholar]
- 9.Khanna AK, Meher S, Prakash S, Tiwary SK, Singh U, Srivastava A, et al. Comparison of Ranson, Glasgow, MOSS, SIRS, BISAP, APACHE-II, CTSI scores, IL-6, CRP, and procalcitonin in predicting severity, organ failure, pancreatic necrosis, and mortality in acute pancreatitis. HPB Surg. 2013;2013:367581. doi: 10.1155/2013/367581. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Silva-Vaz P, Abrantes AM, Morgado-Nunes S, Castelo-Branco M, Gouveia A, Botelho MF, et al. Evaluation of prognostic factors of severity in acute biliary pancreatitis. Int J Mol Sci. 2020;21:4300. doi: 10.3390/ijms21124300. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Tee YS, Fang HY, Kuo IM, Lin YS, Huang SF, Yu MC. Serial evaluation of the SOFA score is reliable for predicting mortality in acute severe pancreatitis. Medicine (Baltimore) 2018;97:e9654. doi: 10.1097/MD.0000000000009654. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Gomatos IP, Xiaodong X, Ghaneh P, Halloran C, Raraty M, Lane B, et al. Prognostic markers in acute pancreatitis. Expert Rev Mol Diagn. 2014;14:333–46. doi: 10.1586/14737159.2014.897608. [DOI] [PubMed] [Google Scholar]
- 13.Yarkaç A, Kose A, Babuş SB, Ates F, Temel GO, Ölmez A. The value of hematological parameters in acute pancreatitis. Ulus Travma Acil Cerrahi Derg. 2019;25:453–60. doi: 10.5505/tjtes.2018.69857. [DOI] [PubMed] [Google Scholar]
- 14.Okuturlar Y, Soylu A, Dogan H, Cakmak S, Utku IK, Oztosun B, et al. Mean platelet volume in patients with biliary and non-biliary acute pancreatitis. Int J Clin Exp Pathol. 2015;8:2051–6. [PMC free article] [PubMed] [Google Scholar]
- 15.Suppiah A, Malde D, Arab T, Hamed M, Allgar V, Smith AM, et al. The prognostic value of the neutrophil-lymphocyte ratio (NLR) in acute pancreatitis:Identification of an optimal NLR. J Gastrointest Surg. 2013;17:675–81. doi: 10.1007/s11605-012-2121-1. [DOI] [PubMed] [Google Scholar]
- 16.İlhan M, İlhan G, Gök AF, Bademler S, Atmaca FV, Ertekin C. Evaluation of neutrophil-lymphocyte ratio, platelet-lymphocyte ratio and red blood cell distribution width-platelet ratio as early predictor of acute pancreatitis in pregnancy. J Matern Fetal Neonatal Med. 2016;29:1476–80. doi: 10.3109/14767058.2015.1051026. [DOI] [PubMed] [Google Scholar]
- 17.Wajda J, Dumnicka P, Maraj M, Ceranowicz P, Kuźniewski M, Kuśnierz-Cabala B. Potential prognostic markers of acute kidney injury in the early phase of acute pancreatitis. Int J Mol Sci. 2019;20:3714. doi: 10.3390/ijms20153714. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Kim YS, Lee BS, Kim SH, Seong JK, Jeong HY, Lee HY. Is there correlation between pancreatic enzyme and radiological severity in acute pancreatitis? World J Gastroenterol. 2008;14:2401–5. doi: 10.3748/wjg.14.2401. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Banks PA, Bollen TL, Dervenis C, Gooszen HG, Johnson CD, Sarr MG, et al. Classification of acute pancreatitis--2012:Revision of the Atlanta classification and definitions by international consensus. Gut. 2013;62:102–11. doi: 10.1136/gutjnl-2012-302779. [DOI] [PubMed] [Google Scholar]
- 20.Basit H, Ruan GJ, Mukherjee S. StatPearls. Treasure Island: StatPearls Publishing; 2022. [Accessed Sep 28, 2021]. Ranson Criteria. Available from: https://www.ncbi.nlm.nih.gov/books/nbk482345 . [PubMed] [Google Scholar]
- 21.Goel A, Jones J. Balthazar Score. Melbourne, Victoria: Radiopaedia.org; [Accessed Mar 10, 2022]. Available from: https://radiopaedia.org/articles/balthazar-score . [Google Scholar]
- 22.Balthazar EJ. Acute pancreatitis:Assessment of severity with clinical and CT evaluation. Radiology. 2002;223:603–13. doi: 10.1148/radiol.2233010680. [DOI] [PubMed] [Google Scholar]
- 23.Pamies-Guilabert J, Del Val Antoñana A, Collado JJ, Rudenko P, Meseguer A. Pancreatic necrosis volume-a new imaging biomarker of acute pancreatitis severity. Eur J Radiol. 2020;130:109193. doi: 10.1016/j.ejrad.2020.109193. [DOI] [PubMed] [Google Scholar]
- 24.Sotoudehmanesh R, Hooshyar A, Kolahdoozan S, Zeinali F, Shahraeeni S, Keshtkar AA. Prognostic value of endoscopic ultrasound in acute pancreatitis. Pancreatology. 2010;10:702–6. doi: 10.1159/000320695. [DOI] [PubMed] [Google Scholar]
- 25.Rana SS, Bhasin DK, Sharma V, Sharma R, Chaudhary V, Chhabra P. Can early endoscopic ultrasound predict pancreatic necrosis in acute pancreatitis? Ann Gastroenterol. 2014;27:404–8. [PMC free article] [PubMed] [Google Scholar]
- 26.Gezer NS, Bengi G, Baran A, Erkmen PE, Topalak ÖS, Altay C, et al. Comparison of radiological scoring systems, clinical scores, neutrophil-lymphocyte ratio and serum C-reactive protein level for severity and mortality in acute pancreatitis. Rev Assoc Med Bras (1992) 2020;66:762–70. doi: 10.1590/1806-9282.66.6.762. [DOI] [PubMed] [Google Scholar]
- 27.Cardoso FS, Ricardo LB, Oliveira AM, Canena JM, Horta DV, Papolia AL, et al. C-reactive protein prognostic accuracy in acute pancreatitis:Timing of measurement and cutoff points. Eur J Gastroenterol Hepatol. 2013;25:784–9. doi: 10.1097/MEG.0b013e32835fd3f0. [DOI] [PubMed] [Google Scholar]
- 28.Staubli SM, Oertli D, Nebiker CA. Laboratory markers predicting severity of acute pancreatitis. Crit Rev Clin Lab Sci. 2015;52:273–83. doi: 10.3109/10408363.2015.1051659. [DOI] [PubMed] [Google Scholar]
- 29.Chen L, Lu G, Zhou Q, Zhan Q. Evaluation of the BISAP score in predicting severity and prognoses of acute pancreatitis in Chinese patients. Int Surg. 2013;98:6–12. doi: 10.9738/0020-8868-98.1.6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Leung TK, Lee CM, Lin SY, Chen HC, Wang HJ, Shen LK, et al. Balthazar computed tomography severity index is superior to Ranson criteria and APACHE II scoring system in predicting acute pancreatitis outcome. World J Gastroenterol. 2005;11:6049–52. doi: 10.3748/wjg.v11.i38.6049. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Stirling AD, Moran NR, Kelly ME, Ridgway PF, Conlon KC. The predictive value of C-reactive protein (CRP) in acute pancreatitis-is interval change in CRP an additional indicator of severity? HPB (Oxford) 2017;19:874–80. doi: 10.1016/j.hpb.2017.06.001. [DOI] [PubMed] [Google Scholar]
- 32.Beker BM, Corleto MG, Fieiras C, Musso CG. Novel acute kidney injury biomarkers:Their characteristics, utility and concerns. Int Urol Nephrol. 2018;50:705–13. doi: 10.1007/s11255-017-1781-x. [DOI] [PubMed] [Google Scholar]
- 33.Susantitaphong P, Cruz DN, Cerda J, Abulfaraj M, Alqahtani F, Koulouridis I, et al. World incidence of AKI:A meta-analysis. Clin J Am Soc Nephrol. 2013;8:1482–93. doi: 10.2215/CJN.00710113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Zhou J, Li Y, Tang Y, Liu F, Yu S, Zhang L, et al. Effect of acute kidney injury on mortality and hospital stay in patient with severe acute pancreatitis. Nephrology (Carlton) 2015;20:485–91. doi: 10.1111/nep.12439. [DOI] [PubMed] [Google Scholar]
- 35.De-Madaria E, Banks PA, Moya-Hoyo N, Wu BU, Rey-Riveiro M, Acevedo-Piedra NG, et al. Early factors associated with fluid sequestration and outcomes of patients with acute pancreatitis. Clin Gastroenterol Hepatol. 2014;12:997–1002. doi: 10.1016/j.cgh.2013.10.017. [DOI] [PubMed] [Google Scholar]
- 36.Li S, Zhang Y, Li M, Xie C, Wu H. Serum albumin, a good indicator of persistent organ failure in acute pancreatitis. BMC Gastroenterol. 2017;17:59. doi: 10.1186/s12876-017-0615-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Han S, Ye J, Liu R, Chen W, Feng Z. The role of CRP or albumin with ranson scale in predicting severe acute pancreatitis mortality risk. Int J Clin Exp Med. 2019;12:10531–6. [Google Scholar]
- 38.Singh VK, Wu BU, Bollen TL, Repas K, Maurer R, Johannes RS, et al. A prospective evaluation of the bedside index for severity in acute pancreatitis score in assessing mortality and intermediate markers of severity in acute pancreatitis. Am J Gastroenterol. 2009;104:966–71. doi: 10.1038/ajg.2009.28. [DOI] [PubMed] [Google Scholar]
- 39.Ye B, Mao W, Chen Y, Tong Z, Li G, Zhou J, et al. Aggressive resuscitation is associated with the development of acute kidney injury in acute pancreatitis. Dig Dis Sci. 2019;64:544–52. doi: 10.1007/s10620-018-5328-5. [DOI] [PubMed] [Google Scholar]
- 40.Sharma V, Rana SS, Sharma RK, Kang M, Gupta R, Bhasin DK. A study of radiological scoring system evaluating extrapancreatic inflammation with conventional radiological and clinical scores in predicting outcomes in acute pancreatitis. Ann Gastroenterol. 2015;28:399–404. [PMC free article] [PubMed] [Google Scholar]
- 41.Yao J, Lv G. Association between red cell distribution width and acute pancreatitis:A cross-sectional study. BMJ Open. 2014;4:e004721. doi: 10.1136/bmjopen-2013-004721. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Akbal E, Demirci S, Koçak E, Köklü S, Başar O, Tuna Y. Alterations of platelet function and coagulation parameters during acute pancreatitis. Blood Coagul Fibrinolysis. 2013;24:243–6. doi: 10.1097/MBC.0b013e32835aef51. [DOI] [PubMed] [Google Scholar]
