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©The Author(s) 2025.
World J Methodol. Dec 20, 2025; 15(4): 105053
Published online Dec 20, 2025. doi: 10.5662/wjm.v15.i4.105053
Published online Dec 20, 2025. doi: 10.5662/wjm.v15.i4.105053
Table 1 Characteristics of patients undergoing endoscopic retrograde cholangiopancreatography in hospital, n (%)
Variable | |
Total study population | 433245 |
Female | 248856 (57.44) |
Mean age in years | 59.9 |
Insurance provider | |
Medicare | 209257 (48.30) |
Medicaid | 66200 (15.28) |
Private | 134912 (31.14) |
Uninsured | 22876 (5.28) |
Charlson comorbidity index | |
0 | 168749 (38.95) |
1 | 89378 (20.63) |
2 | 56148 (12.96) |
3 or more | 118970 (27.46) |
Median income in patient zip code | |
$1–$38999 | 121611 (28.07) |
$39000–$47999 | 114680 (26.47) |
$48000–$62999 | 107401 (24.79) |
$63000 | 89553 (20.67) |
Hospital region | |
Northwest | 74864 (17.28) |
Midwest | 96180 (22.20) |
South | 164806 (38.04) |
West | 97395 (22.48) |
Hospital location | |
Rural | 20276 (4.68) |
Urban | 412969 (95.32) |
Hospital size | |
Small | 67586 (15.60) |
Medium | 119965 (27.69) |
Large | 245694 (56.71) |
Teaching hospital | 311243 (71.84) |
Race | |
White | 290187 (66.98) |
Black | 41071 (9.48) |
Hispanic | 67759 (15.64) |
Asian or Pacific Islander | 16203 (3.74) |
Native American | 3555 (0.82) |
Other | 14470 (3.34) |
Weekend admission | 102235 (23.60) |
Table 2 Characteristics of patients undergoing endoscopic retrograde cholangiopancreatogram in hospital: Atrial fibrillation vs no-atrial fibrillation, n (%)
Variable | With AF: 49615 | Without AF: 383630 | P value |
Female | 22475 (45.30) | 226380 (59.01) | < 0.01 |
Mean age in years | 76.40 | 57.70 | < 0.01 |
Insurance provider | < 0.01 | ||
Medicare | 41910 (84.47) | 167032 (43.54) | |
Medicaid | 1677 (3.38) | 64641 (16.85) | |
Private | 5596 (11.28) | 129475 (33.75) | |
Uninsured | 432 (0.87) | 22482 (5.86) | |
Charlson comorbidity index | < 0.01 | ||
0 | 7482 (15.08) | 161239 (42.03) | |
1 | 9015 (18.17) | 80370 (20.95) | |
2 | 9104 (18.35) | 47071 (12.27) | |
3 or more | 24014 (48.40) | 94950 (24.75) | |
Median income in patient zip code | < 0.01 | ||
$1–$38999 | 11987 (24.16) | 109603 (28.57) | |
$39000–$47999 | 13639 (27.49) | 101048 (26.34) | |
$48000–$62999 | 12503 (25.2) | 94910 (24.74) | |
$63000 | 11486 (23.15) | 78069 (20.35) | |
Hospital region | < 0.01 | ||
Northwest | 10141 (20.44) | 64718 (16.87) | |
Midwest | 11958 (24.10) | 84206 (21.95) | |
South | 17494 (35.26) | 147314 (38.40) | |
West | 10022 (20.20) | 87392 (22.78) | |
Hospital location | 0.05 | ||
Rural | 2128 (4.29) | 18145 (4.73) | |
Urban | 47487 (95.71) | 365485 (95.27) | |
Hospital size | < 0.05 | ||
Small | 7124 (14.36) | 59424 (15.49) | |
Medium | 13922 (28.06) | 106073 (27.65) | |
Large | 28569 (57.58) | 218133 (56.86) | |
Teaching hospital | 35772 (72.10) | 275446 (71.80) | 0.59 |
Race | < 0.01 | ||
White | 41309 (83.26) | 249282 (64.98) | |
Black | 2575 (5.19) | 38516 (10.04) | |
Hispanic | 2789 (5.62) | 64526 (16.82) | |
Asian or Pacific Islander | 1567 (3.16) | 14654 (3.82) | |
Native American | 264 (0.53) | 3302 (0.86) | |
Other | 1111 (2.24) | 13350 (3.48) | |
Weekend admission | 11932 (24.05) | 90306 (23.54) | 0.27 |
Table 3 Top 5 most common primary diagnosis in patients undergoing endoscopic retrograde cholangiopancreatogram
Serial number | Diagnosis |
1 | Sepsis, unspecified organism |
2 | Obstruction of bile duct |
3 | Calculus of bile duct without cholangitis or cholecystitis without obstruction |
4 | Calculus of bile duct without cholangitis or cholecystitis with obstruction |
5 | Biliary acute pancreatitis |
Table 4 Outcomes in patients undergoing endoscopic retrograde cholangiopancreatogram: Atrial fibrillation vs no-atrial fibrillation
Study population with ERCP (n = 433245) | ||||||
Outcomes | Without AF | With AF (multivariate regression) | P value | With AF (after propensity matching) | P value | |
1 | In-hospital mortality | 1.13% | 3.82% | |||
OR | Ref | 3.46 | < 0.01 | 3.29 | < 0.01 | |
AOR | Ref | 1.93 | < 0.01 | 1.74 | < 0.01 | |
2 | Mean time to ERCP (days) | 2.13 | 2.94 | 2.97 | ||
Adjusted coefficient | Ref | +0.8 | < 0.01 | +0.50 | < 0.01 | |
3 | Mean length of stay (days) | 5.6 | 8.12 | |||
Adjusted coefficient | Ref | +1.71 | < 0.01 | +1.56 | < 0.01 | |
4 | Mean total charge ($) | 79963 | 106017 | 100359 | ||
Adjusted coefficient ($) | Ref | 21209 | < 0.01 | 17972 | < 0.01 | |
5 | Mean total cost ($) | 19214 | 25534 | |||
Adjusted coefficient ($) | Ref | 4869 | < 0.01 | Not applicable | ||
6 | Shock | 3.26% | 10.27% | |||
OR | Ref | 3.39 | < 0.01 | 3.24 | < 0.01 | |
AOR | Ref | 2.17 | < 0.01 | 2.04 | < 0.01 | |
7 | Sepsis | 3.32% | 6.30% | |||
OR | Ref | 1.95 | < 0.01 | 1.96 | < 0.01 | |
AOR | Ref | 1.34 | < 0.01 | 1.30 | < 0.01 | |
8 | Intensive care unit admission | 2.30% | 7.27% | |||
OR | Ref | 3.31 | < 0.01 | 3.08 | < 0.01 | |
AOR | Ref | 2.41 | < 0.01 | 2.31 | < 0.01 | |
9 | Acute kidney injury | 12.7% | 29.47% | |||
OR | Ref | 2.87 | < 0.01 | 2.76 | < 0.01 | |
AOR | Ref | 1.51 | < 0.01 | 1.42 | < 0.01 | |
10 | Blood transfusion | 0.29% | 0.49% | |||
OR | Ref | 1.69 | < 0.01 | 1.67 | < 0.05 | |
AOR | Ref | 1.37 | 0.08 | 1.15 | 0.57 | |
11 | Home discharge | 78.2% | 48.34% | |||
OR | Ref | 0.26 | < 0.01 | 0.27 | < 0.01 | |
AOR | Ref | 0.59 | < 0.01 | 0.62 | < 0.01 |
Table 5 Outcomes in patients with atrial fibrillation undergoing endoscopic retrograde cholangiopancreatogram 0-24 hours vs 24-48 hours vs 48-72 hours vs > 72 hours, n (%)
Patients getting ERCP with AF (n = 49615) | ||||||||
Outcomes | ERCP 0-24 hours | ERCP 24-48 hours | P value | ERCP 48-72 hours | P value | ERCP > 72 hours | P value | |
19900 (40.10) | 9005 (18.14) | 6180 (12.45) | 14530 (29.28) | |||||
1 | In-hospital mortality | 3.46% | 2.55% | 3.07% | 5.4% | |||
OR | Ref | 0.72 | 0.06 | 0.88 | 0.50 | 1.58 | < 0.01 | |
AOR | Ref | 0.71 | 0.05 | 0.86 | 0.43 | 1.47 | < 0.01 | |
2 | Mean length of stay | |||||||
Adjusted coefficient(days) | Ref | 0.65 | < 0.01 | 1.74 | < 0.01 | 6.5 | < 0.01 | |
3 | Mean total charge ($) | |||||||
Adjusted coefficient ($) | Ref | 1918 | 0.45 | 11861 | < 0.01 | 69150 | < 0.01 | |
4 | Mean total cost | |||||||
Adjusted coefficient ($) | Ref | 197 | 0.68 | 2628 | < 0.01 | 16933 | < 0.01 | |
5 | Shock | 10.42% | 7.27% | 6.71% | 13.45% | |||
OR | Ref | 0.67 | < 0.01 | 0.61 | < 0.01 | 1.33 | < 0.01 | |
AOR | Ref | 0.65 | < 0.01 | 0.60 | < 0.01 | 1.30 | < 0.01 | |
6 | Sepsis | 6.80% | 5.49% | 5.17% | 6.60% | |||
OR | Ref | 0.76 | 0.6 | 0.74 | < 0.05 | 0.96 | 0.74 | |
AOR | Ref | 0.8 | 0.07 | 0.72 | < 0.05 | 0.99 | 0.90 | |
7 | Intensive care unit admission | 7.01% | 4.27% | 5.01% | 10.46% | |||
OR | Ref | 0.59 | < 0.01 | 0.70 | < 0.01 | 1.54 | < 0.01 | |
AOR | Ref | 0.57 | < 0.01 | 0.70 | < 0.01 | 1.46 | < 0.01 | |
8 | Acute kidney injury | 25.12% | 25.76% | 28.72% | 38.05% | |||
OR | Ref | 1.03 | 0.6 | 1.20 | < 0.05 | 1.8 | < 0.01 | |
AOR | Ref | 0.98 | 0.8 | 1.13 | 0.11 | 1.72 | < 0.01 | |
9 | Blood transfusion | 0.5% | 0.16% | 0.24% | 0.72% | |||
OR | Ref | 0.30 | 0.05 | 0.43 | 0.18 | 1.30 | 0.39 | |
AOR | Ref | 0.20 | < 0.01 | 0.44 | 0.19 | 1.04 | 0.89 | |
10 | Home discharge | 56.39% | 55.10% | 50.54% | 39.26% | |||
OR | Ref | 0.94 | 0.36 | 0.79 | < 0.01 | 0.49 | < 0.01 | |
AOR | Ref | 0.99 | 0.97 | 0.85 | < 0.05 | 0.48 | < 0.01 |
- Citation: Bangolo AI, Donepudi RC, Nagesh VK, Sandrugu J, Kianifar Aguilar I, Sarraf R, Suliman S, Wadhwani N, Espinoza CEA, Tran HHV, Levy C, Alqinai B, Rambaransingh A, Adibeig M, Ghosal A, Siddiqui G, Bhandari N, Kotnani S, Akrama AA, Thota A, Gill H, Aziz R, Lee CH, Abbisetty SD, Bhangu S, Randhawa K, Habib Z, Khan SA, Lee CYF, Sanoh M, Jacobson K, Lo A, Weissman S. Impact of atrial fibrillation in hospitalized patients undergoing endoscopic retrograde cholangiopancreatography: A nationwide analysis. World J Methodol 2025; 15(4): 105053
- URL: https://www.wjgnet.com/2222-0682/full/v15/i4/105053.htm
- DOI: https://dx.doi.org/10.5662/wjm.v15.i4.105053