Submitted:
19 July 2026
Posted:
21 July 2026
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Population
2.2. Sample Size Estimation
2.3. Data Collection
2.3.1. Baseline Data
2.3.2. Laboratory Tests
2.3.3. Imaging Data
2.4. Predictor Variable Definitions and Measurements
2.4.1. Conventional Imaging Indicators
2.4.2. Subdivision of Inflammatory Lesions
2.5. Outcome Definitions
2.5.1. POF
2.5.2. IPN
2.5.3. In-Hospital Mortality
2.6. Covariates
2.7. Statistical Analysis
3. Results
3.1. Patient Selection and Baseline Characteristics
3.2. Laboratory Parameters
3.3. Imaging Characteristics and Peripancreatic Regional Involvement Pattern
3.3.1. Conventional Imaging Indicators
3.3.2. Involvement Pattern of the 13 Peripancreatic Regions
3.4. Univariate and LASSO Regression for Key Variable Selection
3.4.1. Univariate Analysis
3.4.2. LASSO Regression for Variable Selection
3.5. Multivariable Logistic Regression Analysis of Independent Risk Factors for Different Adverse Prognoses
3.6. Predictive Performance and Incremental Value of Conventional vs. Region-Augmented Models
3.7. Sensitivity Analyses
4. Discussion
4.1. Dual Prognostic Significance of Left Anterior Renal Region Involvement and Its Anatomical Basis
4.2. Specific Association of Right Perirenal Fat Capsule Involvement with Persistent Organ Failure
4.3. Specific Association of Right Anterior Renal Region Involvement with Infected Pancreatic Necrosis
4.4. In-Hospital Mortality Is Associated Only with Traditional Severity Scores
4.5. Limitations and Future Directions
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| ANP | Acute necrotizing pancreatitis |
| POF | Persistent organ failure |
| IPN | Infected pancreatic necrosis |
| CT | Computed tomography |
| CTSI | CT severity index |
| mCTSI | The modified CTSI |
| APACHE II | The Acute Physiology and Chronic Health Evaluation II |
| AUC | Area Under Curve |
| OR | Odds Ratio |
| STROBE | The Strengthening the Reporting of Observational Studies in Epidemiology |
| EPV | The events-per-variable |
| LASSO | Least Absolute Shrinkage and Selection Operator |
| CIs | Confidence intervals |
| BMI | Body Mass Index |
| SOFA | The Sequential Organ Failure Assessment |
| NRI | Net reclassification improvement |
| IDI | Integrated discrimination improvement |
| TLR5 | Toll-like receptor 5 |
| SIRS | Systemic inflammatory response syndrome |
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| Region | Region name | CT identification criteria | Membrane anatomy basis |
| R1 | Lesser omental bursa area | Hypodense or fluid collection between the lesser curvature of the stomach and the left lobe of the liver, anterior to the pancreas, with clear or indistinct borders | Toldt’s fusion fascia, gastrocolic ligament, lesser omentum |
| R2 | Pancreatic head-duodenal area | Increased density of the fat space around the pancreatic head and duodenum, with strip-like or patchy exudative shadows | Treitz’s fusion fascia, anterior pancreaticoduodenal fusion fascia |
| R3 | Left anterior renal area | Fluid or exudative changes anterior to the left kidney and posterior to the descending colon, with possible posterior displacement of the kidney | Left Toldt’s fusion fascia |
| R4 | Right anterior renal area | Fluid or exudative changes anterior to the right kidney and posterior to the ascending colon, with possible posterior displacement of the kidney | Right Toldt’s fusion fascia |
| R5 | Left posterior renal area | Fluid collection posterior to the left kidney and anterolateral to the psoas major muscle, located between the posterior renal fascia and the lateroconal fascia | Left posterior renal fascia, lateroconal fascia |
| R6 | Right posterior renal area | Fluid collection posterior to the right kidney and anterolateral to the psoas major muscle, located between the posterior renal fascia and the lateroconal fascia | Right posterior renal fascia, lateroconal fascia |
| R7 | Left perirenal fat capsule area | Increased density of the fat space outside the left renal capsule but within the renal fascia, with reticular or patchy fluid accumulation | Left anterior renal fascia, posterior renal fascia |
| R8 | Right perirenal fat capsule area | Increased density of the fat space outside the right renal capsule but within the renal fascia, with reticular or patchy fluid accumulation | Right anterior renal fascia, posterior renal fascia |
| R9 | Left lateral abdominal wall area | Fluid collection medial to the left abdominal wall muscles and anterior to the transversalis fascia | Left lateroconal fascia, transversalis fascia |
| R10 | Right lateral abdominal wall area | Fluid collection medial to the right abdominal wall muscles and anterior to the transversalis fascia | Right lateroconal fascia, transversalis fascia |
| R11 | Left pelvic sidewall area | Fluid collection in the left pelvic cavity, adjacent to the bladder or rectum, continuous superiorly with the left retroperitoneal space | Left urogenital fascia, extraperitoneal fascia |
| R12 | Right pelvic sidewall area | Fluid collection in the right pelvic cavity, adjacent to the bladder or rectum, continuous superiorly with the right retroperitoneal space | Right urogenital fascia, extraperitoneal fascia |
| R13 | Other areas | Inflammatory lesions in the free peritoneal space, paraspinal regions, mesenteric root, etc., not belonging to the above regions | - |
| Characteristic | Overall (n=318) | POF group (n=102) | Non-POF group (n=206) | Statistic | P value |
| Age (years) | 51.00 (41.00, 62.00) |
56.00 (45.00, 67.00) |
50.00 (40.00, 60.00) |
Z=3.120 | 0.002* |
| Sex (male/female), n | 187/131 | 65/37 | 122/84 | χ²=1.124 | 0.289 |
| BMI (kg/m²) | 25.30 (22.10, 28.50) |
26.50 (23.00, 29.80) |
24.80 (21.60, 27.90) |
Z=2.450 | 0.014* |
| Time from onset to admission (h) | 28.74±15.31 | 32.41±16.28 | 26.76±14.55 | t=3.078 | 0.002* |
| Etiology, n (%) | χ²=5.214 | 0.157 | |||
| Biliary | 145 (45.60) | 48 (47.06) | 97 (47.09) | ||
| Hypertriglyceridemic | 98 (30.82) | 35 (34.31) | 63 (30.58) | ||
| Alcoholic | 47 (14.78) | 12 (11.76) | 35 (16.99) | ||
| Other | 28 (8.81) | 7 (6.86) | 21 (10.19) | ||
| Comorbidities, n (%) | |||||
| Hypertension | 117 (36.79) | 45 (44.12) | 72 (34.95) | χ²=2.718 | 0.099 |
| Diabetes mellitus | 79 (24.84) | 32 (31.37) | 47 (22.82) | χ²=3.105 | 0.078 |
| Coronary artery disease | 34 (10.69) | 11 (10.78) | 23 (11.17) | χ²=0.012 | 0.913 |
| APACHE II score | 10.00 (7.00, 15.00) |
15.00 (11.00, 19.00) |
7.00 (5.00, 11.00) |
Z=6.980 | 0.001* |
| Parameter | Overall (n=318) | POF group (n=102) | Non-POF group (n=206) | Statistic | P value |
| White blood cell count (×10⁹/L) | 13.75±4.82 | 16.89±5.11 | 12.03±3.95 | t=9.215 | 0.001* |
| Neutrophil percentage (%) | 85.27±6.91 | 89.71±5.25 | 82.87±7.04 | t=9.398 | 0.001* |
| Hemoglobin (g/L) | 125.48±18.73 | 122.21±20.22 | 127.25±17.66 | t=2.356 | 0.019* |
| Platelet count (×10⁹/L) | 189.35 (145.22, 245.78) |
172.38 (131.58, 228.91) |
198.65 (152.35, 253.18) |
Z=2.832 | 0.005* |
| Creatinine (μmol/L) | 98.54 (75.32, 135.67) |
142.41 (108.71, 196.25) |
85.15 (70.27, 112.47) |
Z=10.558 | 0.001* |
| Blood urea nitrogen (mmol/L) | 7.82±3.45 | 10.91±3.85 | 6.15±2.44 | t=11.732 | 0.001* |
| Serum calcium (mmol/L) | 2.08±0.21 | 1.94±0.23 | 2.15±0.18 | t=8.735 | 0.001* |
| Lactate (mmol/L) | 2.45 (1.78, 3.62) | 3.85 (2.92, 5.10) | 1.93 (1.55, 2.55) | Z=12.298 | 0.001* |
| Oxygenation index (mmHg) | 325.74±85.21 | 248.41±72.55 | 367.78±68.96 | t=14.257 | 0.001* |
| Region | Overall involvement rate (%) | POF group (n=102), n (%) | Non-POF group (n=206), n (%) | χ² value | P value |
| R1 Lesser omental bursa | 58.18 | 61 (59.80) | 117 (56.80) | 0.321 | 0.571 |
| R2 Pancreatic head-duodenal | 65.41 | 68 (66.67) | 129 (62.62) | 0.587 | 0.444 |
| R3 Left anterior renal | 42.45 | 79 (77.45) | 105 (50.97) | 19.900 | 0.001* |
| R4 Right anterior renal | 38.36 | 50 (49.02) | 69 (33.50) | 6.960 | 0.008* |
| R5 Left posterior renal | 31.45 | 34 (33.33) | 48 (23.30) | 3.892 | 0.048* |
| R6 Right posterior renal | 27.99 | 29 (28.43) | 54 (26.21) | 0.189 | 0.664 |
| R7 Left perirenal fat capsule | 35.53 | 41 (40.20) | 51 (24.76) | 7.800 | 0.005* |
| R8 Right perirenal fat capsule | 32.70 | 44 (43.14) | 58 (28.16) | 6.960 | 0.008* |
| R9 Left lateral abdominal wall | 24.53 | 22 (21.57) | 25 (12.14) | 4.750 | 0.029* |
| R10 Right lateral abdominal wall | 22.33 | 20 (19.61) | 23 (11.17) | 4.070 | 0.044* |
| R11 Left pelvic sidewall | 29.56 | 28 (27.45) | 47 (22.82) | 0.876 | 0.349 |
| R12 Right pelvic sidewall | 25.47 | 24 (23.53) | 49 (23.78) | 0.002 | 0.965 |
| R13 Other areas | 18.55 | 19 (18.63) | 37 (17.96) | 0.023 | 0.879 |
| Variable | POF group (n=102) | Non-POF group (n=206) | Statistic | P value |
| Age (years) | 56.00 (45.00, 67.00) | 50.00 (40.00, 60.00) | Z=3.120 | 0.002* |
| BMI (kg/m²) | 26.50 (23.00, 29.80) | 24.80 (21.60, 27.90) | Z=2.450 | 0.014* |
| APACHE II score | 15.00 (11.00, 19.00) | 7.00 (5.00, 11.00) | Z=6.980 | 0.001* |
| CTSI score | 8.00 (6.00, 9.00) | 5.00 (4.00, 7.00) | Z=5.470 | 0.001* |
| Pancreatic necrosis >50%, n (%) | 32 (31.37) | 28 (13.59) | χ²=13.300 | 0.001* |
| Region R3 involvement, n (%) | 79 (77.45) | 105 (50.97) | χ²=19.900 | 0.001* |
| Region R4 involvement, n (%) | 50 (49.02) | 69 (33.50) | χ²=6.960 | 0.008* |
| Region R7 involvement, n (%) | 41 (40.20) | 51 (24.76) | χ²=7.800 | 0.005* |
| Region R8 involvement, n (%) | 44 (43.14) | 58 (28.16) | χ²=6.960 | 0.008* |
| Region R9 involvement, n (%) | 22 (21.57) | 25 (12.14) | χ²=4.750 | 0.029* |
| Region R10 involvement, n (%) | 20 (19.61) | 23 (11.17) | χ²=4.070 | 0.044* |
| Outcome | Variable | β coefficient | SE | Wald χ² | OR (95% CI) | P value* |
| Persistent organ failure | ||||||
| APACHE II score (per 5-point increase) |
0.36 | 0.11 | 10.71 | 1.43 (1.15–1.78) | 0.001* | |
| CTSI score (per 1-point increase) |
0.22 | 0.09 | 5.98 | 1.25 (1.05–1.49) | 0.014* | |
| Region R3 involvement (yes vs. no) | 1.04 | 0.30 | 12.01 | 2.84 (1.58–5.12) | 0.008* | |
| Region R8 involvement (yes vs. no) | 0.65 | 0.29 | 5.03 | 1.91 (1.08–3.37) | 0.026* | |
| Infected pancreatic necrosis | ||||||
| Pancreatic necrosis >50% (yes vs. no) |
1.23 | 0.35 | 12.35 | 3.42 (1.72–6.80) | 0.001* | |
| Region R3 involvement (yes vs. no) | 0.88 | 0.32 | 7.56 | 2.41 (1.29–4.50) | 0.006* | |
| Region R4 involvement (yes vs. no) | 0.75 | 0.32 | 5.49 | 2.13 (1.14–3.96) | 0.018* | |
| In-hospital mortality | ||||||
| APACHE II score (per 5-point increase) |
0.45 | 0.18 | 6.25 | 1.57 (1.10–2.24) | 0.012* | |
| CTSI score (per 1-point increase) |
0.31 | 0.15 | 4.27 | 1.36 (1.01–1.83) | 0.039* | |
| Outcome | Model | AUC (95% CI) | DeLong test P value* | NRI (95% CI) | IDI (95% CI) |
| Persistent organ failure | |||||
| Model A (conventional) | 0.76 (0.71–0.81) | Reference | - | - | |
| Model B (augmented) | 0.82 (0.77–0.87) | 0.019* | 0.33 (0.11–0.54) | 0.07 (0.02–0.12) | |
| Infected pancreatic necrosis | |||||
| Model A (conventional) | 0.72 (0.66–0.78) | Reference | - | - | |
| Model B (augmented) | 0.79 (0.73–0.84) | 0.031* | 0.28 (0.06–0.49) | 0.06 (0.01–0.11) | |
| In-hospital mortality | |||||
| Model A (conventional) | 0.74 (0.66–0.81) | Reference | - | - | |
| Model B (augmented) | 0.75 (0.67–0.82) | 0.560 | 0.09 (–0.08 to 0.26) | 0.01 (–0.02 to 0.04) | |
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