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Ukegjini K, Müller PC, Warschkow R, Tarantino I, Jonas JP, Oberkofler CE, Petrowsky H, Schmied BM, Steffen T. Discharge C-reactive protein predicts 90-day readmission after pancreatoduodenectomy: a conditional inference tree analysis. HPB (Oxford) 2024; 26:1387-1398. [PMID: 39164121 DOI: 10.1016/j.hpb.2024.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 07/14/2024] [Accepted: 08/02/2024] [Indexed: 08/22/2024]
Abstract
BACKGROUND The aim of this study was to assess the predictive value of discharge C-reactive protein (CRP) and white blood cell (WBC) levels for 90-day readmission after pancreatoduodenectomy (PD). METHODS A two-centre, retrospective study was performed between 2008 and 2022. Receiver operating characteristic (ROC) curve analysis was used to determine the predictive value of CRP level and WBC count at discharge. A conditional inference tree (CTREE) was constructed to identify combined risks within subgroups using variables associated with readmission. RESULTS Of 438 patients, 54 (12%) were readmitted. The median WBC count at discharge was comparable between the readmitted and not readmitted groups (9.1 vs. 8.5 G/l). The CRP levels at discharge were predictive of 90-day readmission, with an area under the ROC curve (AUC) of 0.63 (95% CI: 0.55-0.63). A CRP concentration below 105 mg/l ruled out 90-day readmission, with a negative predictive value (NPV) of 90% (95% CI: 81%-95%). CTREE confirmed the diagnostic value of CRP at discharge (AUC = 0.68, 95% CI 0.60-0.68). CTREE additionally identified previous wound infection as a second risk factor for readmission in patients with CRP levels less than 101 mg/l (P = 0.003). CONCLUSION CRP levels below 105 mg/l at discharge allow for a safe discharge with a low 90-day readmission rate. Wound infection, but not WBC count, was a positive predictor of 90-day readmission with moderate accuracy, suggesting the need for predischarge imaging for undetected complications in this patient cohort. TRIAL REGISTRATION Our retrospective analysis did not require registration with a publicly accessible registry.
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Affiliation(s)
- Kristjan Ukegjini
- Department of General, Visceral, Endocrine and Transplant Surgery, Kantonsspital St. Gallen, Rorschacherstrasse 95, CH-9007 St. Gallen, Switzerland.
| | - Philip C Müller
- Swiss HPB & Transplant Center Zurich, Department of Surgery and Transplantation, University Hospital Zurich, Rämistrasse 100, CH-8091 Zürich, Switzerland; Department of Surgery, Clarunis - University Centre for Gastrointestinal and Hepatopancreatobiliary Diseases, CH-4002 Basel, Switzerland
| | - Rene Warschkow
- Department of General, Visceral, Endocrine and Transplant Surgery, Kantonsspital St. Gallen, Rorschacherstrasse 95, CH-9007 St. Gallen, Switzerland
| | - Ignazio Tarantino
- Department of General, Visceral, Endocrine and Transplant Surgery, Kantonsspital St. Gallen, Rorschacherstrasse 95, CH-9007 St. Gallen, Switzerland
| | - Jan P Jonas
- Swiss HPB & Transplant Center Zurich, Department of Surgery and Transplantation, University Hospital Zurich, Rämistrasse 100, CH-8091 Zürich, Switzerland
| | - Christian E Oberkofler
- Swiss HPB & Transplant Center Zurich, Department of Surgery and Transplantation, University Hospital Zurich, Rämistrasse 100, CH-8091 Zürich, Switzerland; Vivévis AG - Visceral, Tumour and Robotic Surgery, Clinic Hirslanden Zurich, Witellikerstrasse 40, CH-8032 Zurich, Switzerland
| | - Henrik Petrowsky
- Swiss HPB & Transplant Center Zurich, Department of Surgery and Transplantation, University Hospital Zurich, Rämistrasse 100, CH-8091 Zürich, Switzerland
| | - Bruno M Schmied
- Department of General, Visceral, Endocrine and Transplant Surgery, Kantonsspital St. Gallen, Rorschacherstrasse 95, CH-9007 St. Gallen, Switzerland
| | - Thomas Steffen
- Department of General, Visceral, Endocrine and Transplant Surgery, Kantonsspital St. Gallen, Rorschacherstrasse 95, CH-9007 St. Gallen, Switzerland
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Azimuddin A, Tzeng CWD, Prakash LR, Bruno ML, Arvide EM, Dewhurst WL, Newhook TE, Kim MP, Ikoma N, Snyder RA, Lee JE, Perrier ND, Katz MH, Maxwell JE. Postoperative Global Period Cost Reduction Using 3 Successive Risk-Stratified Pancreatectomy Clinical Pathways. J Am Coll Surg 2024; 238:451-459. [PMID: 38180055 DOI: 10.1097/xcs.0000000000000944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2024]
Abstract
BACKGROUND We hypothesized that iterative revisions of our original 2016 risk-stratified pancreatectomy clinical pathways would be associated with decreased 90-day perioperative costs. STUDY DESIGN From a single-institution retrospective cohort study of consecutive patients with 3 iterations: "version 1" (V1) (October 2016 to January 2019), V2 (February 2019 to October 2020), and V3 (November 2020 to February 2022), institutional data were aggregated using revenue codes and adjusted to constant 2022-dollar value. Grand total perioperative costs (primary endpoint) were the sum of pancreatectomy, inpatient care, readmission, and 90-day global outpatient care. Proprietary hospital-based costs were converted to ratios using the mean cost of all hospital operations as the denominator. RESULTS Of 814 patients, pathway V1 included 363, V2 229, and V3 222 patients. Accordion Grade 3+ complications decreased with each iteration (V1: 28.4%, V2: 22.7%, and V3: 15.3%). Median length of stay decreased (V1: 6 days, interquartile range [IQR] 5 to 8; V2: 5 [IQR 4 to 6]; and V3: 5 [IQR 4 to 6]) without an increase in readmissions. Ninety-day global perioperative costs decreased by 32% (V1 cost ratio 12.6, V2 10.9, and V3 8.6). Reduction of the index hospitalization cost was associated with the greatest savings (-31%: 9.4, 8.3, and 6.5). Outpatient care costs decreased consistently (1.58, 1.41, and 1.04). When combining readmission and all outpatient costs, total "postdischarge" costs decreased (3.17, 2.59, and 2.13). Component costs of the index hospitalization that were associated with the greatest savings were room or board costs (-55%: 1.74, 1.14, and 0.79) and pharmacy costs (-61%: 2.20, 1.61, and 0.87; all p < 0.001). CONCLUSIONS Three iterative risk-stratified pancreatectomy clinical pathway refinements were associated with a 32% global period cost savings, driven by reduced index hospitalization costs. This successful learning health system model could be externally validated at other institutions performing abdominal cancer surgery.
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Affiliation(s)
- Ahad Azimuddin
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
- Texas A&M School of Medicine, Houston, TX (Azimuddin)
| | - Ching-Wei D Tzeng
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
| | - Laura R Prakash
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
| | - Morgan L Bruno
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
| | - Elsa M Arvide
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
| | - Whitney L Dewhurst
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
| | - Timothy E Newhook
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
| | - Michael P Kim
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
| | - Naruhiko Ikoma
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
| | - Rebecca A Snyder
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
| | - Jeffrey E Lee
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
| | - Nancy D Perrier
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
| | - Matthew Hg Katz
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
| | - Jessica E Maxwell
- From the Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (Azimuddin, Tzeng, Prakash, Bruno, Arvide, Dewhurst, Newhook, Kim, Ikoma, Snyder, Lee, Perrier, Katz, Maxwell)
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