The milestone for preventing post-ERCP pancreatitis using novel simplified predictive scoring system: a propensity score analysis
Background Post-ERCP pancreatitis (PEP) with trans-papillary approach remains a major issue, and the multi-factorial etiology can lead to the development of unpredictable PEP. Therefore, the early identification of PEP is highly desirable to assist with the health cost containment, the reduction in...
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Published in | Surgical endoscopy Vol. 35; no. 12; pp. 6696 - 6707 |
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Main Authors | , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
New York
Springer US
01.12.2021
Springer Nature B.V |
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Abstract | Background
Post-ERCP pancreatitis (PEP) with trans-papillary approach remains a major issue, and the multi-factorial etiology can lead to the development of unpredictable PEP. Therefore, the early identification of PEP is highly desirable to assist with the health cost containment, the reduction in unnecessary admissions, earlier appropriate primary care, and intensive care for preventing progression of severe pancreatitis. This study aimed to establish a simplified predictive scoring system for PEP.
Methods
Between January 1, 2012, and December 31, 2019, 3362 consecutive trans-papillary ERCP procedures were retrospectively analyzed. Significant risk factors were extracted by univariate, multivariate, and propensity score analyses, and the probability of PEP in the combinations of each factor were quantified using propensity score analysis. The results were internally validated using bootstrapping resampling.
Results
In the scoring system with four stratifications using combinations of only five extracted risk factors, the very high-risk group showed 28.79% (95% confidence interval [CI], 18.30%–41.25%;
P
< 0.001) in the predicted incidence rate of PEP, and 9.09% (95% CI, 3.41%–18.74%;
P
< 0.001) in that of severe PEP; although the adjusted prevalence revealed 3.74% in PEP and 0.90% in severe PEP, respectively. The prediction model had an area under the curve of 0.86 (95% CI, 0.82–0.89) and the optimism-corrected model as an internal validation had an area under the curve of 0.81 (95% CI, 0.77–0.86).
Conclusions
We established and validated a simplified predictive scoring system for PEP using five risk factors immediately after ERCP to assist with the early identification of PEP. |
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AbstractList | BackgroundPost-ERCP pancreatitis (PEP) with trans-papillary approach remains a major issue, and the multi-factorial etiology can lead to the development of unpredictable PEP. Therefore, the early identification of PEP is highly desirable to assist with the health cost containment, the reduction in unnecessary admissions, earlier appropriate primary care, and intensive care for preventing progression of severe pancreatitis. This study aimed to establish a simplified predictive scoring system for PEP.MethodsBetween January 1, 2012, and December 31, 2019, 3362 consecutive trans-papillary ERCP procedures were retrospectively analyzed. Significant risk factors were extracted by univariate, multivariate, and propensity score analyses, and the probability of PEP in the combinations of each factor were quantified using propensity score analysis. The results were internally validated using bootstrapping resampling.ResultsIn the scoring system with four stratifications using combinations of only five extracted risk factors, the very high-risk group showed 28.79% (95% confidence interval [CI], 18.30%–41.25%; P < 0.001) in the predicted incidence rate of PEP, and 9.09% (95% CI, 3.41%–18.74%; P < 0.001) in that of severe PEP; although the adjusted prevalence revealed 3.74% in PEP and 0.90% in severe PEP, respectively. The prediction model had an area under the curve of 0.86 (95% CI, 0.82–0.89) and the optimism-corrected model as an internal validation had an area under the curve of 0.81 (95% CI, 0.77–0.86).ConclusionsWe established and validated a simplified predictive scoring system for PEP using five risk factors immediately after ERCP to assist with the early identification of PEP. Background Post-ERCP pancreatitis (PEP) with trans-papillary approach remains a major issue, and the multi-factorial etiology can lead to the development of unpredictable PEP. Therefore, the early identification of PEP is highly desirable to assist with the health cost containment, the reduction in unnecessary admissions, earlier appropriate primary care, and intensive care for preventing progression of severe pancreatitis. This study aimed to establish a simplified predictive scoring system for PEP. Methods Between January 1, 2012, and December 31, 2019, 3362 consecutive trans-papillary ERCP procedures were retrospectively analyzed. Significant risk factors were extracted by univariate, multivariate, and propensity score analyses, and the probability of PEP in the combinations of each factor were quantified using propensity score analysis. The results were internally validated using bootstrapping resampling. Results In the scoring system with four stratifications using combinations of only five extracted risk factors, the very high-risk group showed 28.79% (95% confidence interval [CI], 18.30%–41.25%; P < 0.001) in the predicted incidence rate of PEP, and 9.09% (95% CI, 3.41%–18.74%; P < 0.001) in that of severe PEP; although the adjusted prevalence revealed 3.74% in PEP and 0.90% in severe PEP, respectively. The prediction model had an area under the curve of 0.86 (95% CI, 0.82–0.89) and the optimism-corrected model as an internal validation had an area under the curve of 0.81 (95% CI, 0.77–0.86). Conclusions We established and validated a simplified predictive scoring system for PEP using five risk factors immediately after ERCP to assist with the early identification of PEP. Post-ERCP pancreatitis (PEP) with trans-papillary approach remains a major issue, and the multi-factorial etiology can lead to the development of unpredictable PEP. Therefore, the early identification of PEP is highly desirable to assist with the health cost containment, the reduction in unnecessary admissions, earlier appropriate primary care, and intensive care for preventing progression of severe pancreatitis. This study aimed to establish a simplified predictive scoring system for PEP. Between January 1, 2012, and December 31, 2019, 3362 consecutive trans-papillary ERCP procedures were retrospectively analyzed. Significant risk factors were extracted by univariate, multivariate, and propensity score analyses, and the probability of PEP in the combinations of each factor were quantified using propensity score analysis. The results were internally validated using bootstrapping resampling. In the scoring system with four stratifications using combinations of only five extracted risk factors, the very high-risk group showed 28.79% (95% confidence interval [CI], 18.30%-41.25%; P < 0.001) in the predicted incidence rate of PEP, and 9.09% (95% CI, 3.41%-18.74%; P < 0.001) in that of severe PEP; although the adjusted prevalence revealed 3.74% in PEP and 0.90% in severe PEP, respectively. The prediction model had an area under the curve of 0.86 (95% CI, 0.82-0.89) and the optimism-corrected model as an internal validation had an area under the curve of 0.81 (95% CI, 0.77-0.86). We established and validated a simplified predictive scoring system for PEP using five risk factors immediately after ERCP to assist with the early identification of PEP. |
Author | Nakano, Masanori Torisu, Yuichi Tomita, Youichi Chiba, Masafumi Abe, Takahiro Kato, Masayuki Toyoizumi, Hirobumi Sumiyama, Kazuki Kanazawa, Keisuke Tsukinaga, Shintaro Kinoshita, Yuji Shimamoto, Nana |
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BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33258029$$D View this record in MEDLINE/PubMed |
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CitedBy_id | crossref_primary_10_1177_17562848231155984 crossref_primary_10_1016_j_bpg_2023_101856 crossref_primary_10_1016_j_pan_2023_08_008 crossref_primary_10_2958_suizo_39_79 crossref_primary_10_1002_jgh3_12634 crossref_primary_10_1007_s00464_021_09000_0 crossref_primary_10_1007_s10620_022_07649_8 crossref_primary_10_3390_diagnostics12081983 crossref_primary_10_1002_deo2_166 crossref_primary_10_1007_s00464_022_09718_5 crossref_primary_10_1055_a_1850_6717 crossref_primary_10_1111_den_14622 |
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Keywords | Post-ERCP pancreatitis (PEP) Endoscopic retrograde cholangiopancreatography (ERCP) Propensity score analysis Predictive scoring system Internal validation |
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Post-ERCP pancreatitis (PEP) with trans-papillary approach remains a major issue, and the multi-factorial etiology can lead to the development of... Post-ERCP pancreatitis (PEP) with trans-papillary approach remains a major issue, and the multi-factorial etiology can lead to the development of unpredictable... BackgroundPost-ERCP pancreatitis (PEP) with trans-papillary approach remains a major issue, and the multi-factorial etiology can lead to the development of... BACKGROUNDPost-ERCP pancreatitis (PEP) with trans-papillary approach remains a major issue, and the multi-factorial etiology can lead to the development of... |
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SubjectTerms | Abdominal Surgery Cholangiopancreatography, Endoscopic Retrograde - adverse effects Endoscopy Gastroenterology Gynecology Hepatology Humans Informed consent Intensive care Medicine Medicine & Public Health Multivariate analysis Nonsteroidal anti-inflammatory drugs Pancreatitis Pancreatitis - etiology Pancreatitis - prevention & control Primary care Proctology Propensity Score Retrospective Studies Risk Factors Surgery |
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Title | The milestone for preventing post-ERCP pancreatitis using novel simplified predictive scoring system: a propensity score analysis |
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