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Pfeuty K, Rojas D, Iquille J, Lenot B. Postoperative day 1 discharge following subxiphoid thoracoscopic anatomical lung resection: a single-centre, postoperative enhanced recovery experience. Eur J Cardiothorac Surg 2024; 65:ezae230. [PMID: 38857446 DOI: 10.1093/ejcts/ezae230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 11/29/2023] [Accepted: 05/31/2024] [Indexed: 06/12/2024] Open
Abstract
OBJECTIVES The goal of this study was to assess the safety and quality of recovery (QOR) after discharge on postoperative day (POD) 1 following subxiphoid thoracoscopic anatomical lung resection within an advanced Enhanced Recovery After Surgery (ERAS) program. METHODS A retrospective analysis of prospectively collected data was conducted. Characteristics, perioperative and outcome data, compliance with ERAS pathways and a home-transition QOR survey were analysed using a multivariable logistic regression model. RESULTS From January 2020 to January 2022, a total of 201 consecutive patients underwent subxiphoid multiportal thoracoscopic anatomical lung resection, comprising 108 lobectomies and 93 sublobar resections (SLRs) (59 complex SLRs and 34 simple SLRs). Among them, 113 patients (56%) were discharged on POD 1, 49% after a lobectomy, 59% after a simple sublobar resection and 68% after a complex sublobar resection. In the multivariable analysis, age > 74 years and duration of the operation were associated with discharge after POD 1, whereas forced expiratory volume in 1 s and complex SLRs were associated with discharge on POD 1. Chest tube removal was achieved on POD 0 in 58 patients (29%), and 138 patients (69%) were free from a chest tube on POD 1. There were 13% with in-hospital morbidity, 10% with 90-day readmission (7% after POD 1 discharge and 14% in patients discharged after POD 1), and 0.5% with 90-day mortality. Patients discharged on POD 1 showed better compliance with the ERAS pathway with early chest tube removal and opioid-free analgesia. The home-transition QOR survey reported a better experience of returning home after discharge on POD 1 and similar pain scores. CONCLUSIONS Postoperative day 1 discharge can be safely achieved in appropriately selected patients after subxiphoid thoracoscopic anatomical lung resection, with excellent outcomes and high quality of recovery, supported by early chest tube removal as a determinant ERAS pathway.
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Affiliation(s)
- Karel Pfeuty
- Department of Thoracic and Vascular Surgery, Yves Le Foll Hospital, Saint-Brieuc, France
| | - Dorian Rojas
- Department of Cardiovascular and Thoracic Surgery, Pontchaillou University Hospital, Rennes, France
| | - Jules Iquille
- Department of Thoracic and Vascular Surgery, Yves Le Foll Hospital, Saint-Brieuc, France
| | - Bernard Lenot
- Department of Thoracic and Vascular Surgery, Yves Le Foll Hospital, Saint-Brieuc, France
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Huang L, Kehlet H, Petersen RH. Readmission after enhanced recovery video-assisted thoracoscopic surgery wedge resection. Surg Endosc 2024; 38:1976-1985. [PMID: 38379006 PMCID: PMC10978727 DOI: 10.1007/s00464-024-10700-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 01/14/2024] [Indexed: 02/22/2024]
Abstract
BACKGROUND Despite the implementation of Enhanced Recovery After Surgery (ERAS) programs, surgical stress continues to influence postoperative rehabilitation, including the period after discharge. However, there is a lack of data available beyond the point of discharge following video-assisted thoracoscopic surgery (VATS) wedge resection. Therefore, the objective of this study is to investigate incidence and risk factors for readmissions after ERAS VATS wedge resection. METHODS A retrospective analysis was performed on data from prospectively collected consecutive VATS wedge resections from June 2019 to June 2022. We evaluated main reasons related to wedge resection leading to 90-day readmission, early (occurring within 0-30 days postoperatively) and late readmission (occurring within 31-90 days postoperatively). To identify predictors for these readmissions, we utilized a logistic regression model for both univariable and multivariable analyses. RESULTS A total of 850 patients (non-small cell lung cancer 21.5%, metastasis 44.7%, benign 31.9%, and other lung cancers 1.9%) were included for the final analysis. Median length of stay was 1 day (IQR 1-2). During the postoperative 90 days, 86 patients (10.1%) were readmitted mostly due to pneumonia and pneumothorax. Among the cohort, 66 patients (7.8%) had early readmissions primarily due to pneumothorax and pneumonia, while 27 patients (3.2%) experienced late readmissions mainly due to pneumonia, with 7 (0.8%) patients experiencing both early and late readmissions. Multivariable analysis demonstrated that male gender, pulmonary complications, and neurological complications were associated with readmission. CONCLUSIONS Readmission after VATS wedge resection remains significant despite an optimal ERAS program, with pneumonia and pneumothorax as the dominant reasons. Early readmission was primarily associated with pneumothorax and pneumonia, while late readmission correlated mainly with pneumonia.
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Affiliation(s)
- Lin Huang
- Department of Cardiothoracic Surgery, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Henrik Kehlet
- Section for Surgical Pathophysiology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - René Horsleben Petersen
- Department of Cardiothoracic Surgery, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.
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Ebrahimian S, Chervu N, Hadaya J, Cho NY, Kronen E, Sakowitz S, Verma A, Bakhtiyar SS, Sanaiha Y, Benharash P. National outcomes of expedited discharge following esophagectomy for malignancy. PLoS One 2024; 19:e0297470. [PMID: 38394104 PMCID: PMC10889881 DOI: 10.1371/journal.pone.0297470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 01/05/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND Expedited discharge following esophagectomy is controversial due to concerns for higher readmissions and financial burden. The present study aimed to evaluate the association of expedited discharge with hospitalization costs and unplanned readmissions following esophagectomy for malignant lesions. METHODS Adults undergoing elective esophagectomy for cancer were identified in the 2014-2019 Nationwide Readmissions Database. Patients discharged by postoperative day 7 were considered Expedited and others as Routine. Patients who did not survive to discharge or had major perioperative complications were excluded. Multivariable regression models were constructed to assess association of expedited discharge with index hospitalization costs as well as 30- and 90-day non-elective readmissions. RESULTS Of 9,886 patients who met study criteria, 34.6% comprised the Expedited cohort. After adjustment, female sex (adjusted odds ratio [AOR] 0.71, p = 0.001) and increasing Elixhauser Comorbidity Index (AOR 0.88/point, p<0.001) were associated with lower odds of expedited discharge, while laparoscopic (AOR 1.63, p<0.001, Ref: open) and robotic (AOR 1.67, p = 0.003, Ref: open) approach were linked to greater likelihood. Patients at centers in the highest-tertile of minimally invasive esophagectomy volume had increased odds of expedited discharge (AOR 1.52, p = 0.025, Ref: lowest-tertile). On multivariable analysis, expedited discharge was independently associated with an $8,300 reduction in hospitalization costs. Notably, expedited discharge was associated with similar odds of 30-day (AOR 1.10, p = 0.40) and 90-day (AOR 0.90, p = 0.70) unplanned readmissions. CONCLUSION Expedited discharge after esophagectomy was associated with decreased costs and unaltered readmissions. Prospective studies are necessary to robustly evaluate whether expedited discharge is appropriate for select patients undergoing esophagectomy.
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Affiliation(s)
- Shayan Ebrahimian
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Joseph Hadaya
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Nam Yong Cho
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Elsa Kronen
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Arjun Verma
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Yas Sanaiha
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
- Department of Surgery, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
- Department of Surgery, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
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Verma A, Bakhtiyar SS, Ali KG, Chervu N, Sakowitz S, Lee H, Benharash P. Early discharge following colectomy for colon cancer: A national perspective. PLoS One 2024; 19:e0294256. [PMID: 38363767 PMCID: PMC10871523 DOI: 10.1371/journal.pone.0294256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 10/28/2023] [Indexed: 02/18/2024] Open
Abstract
BACKGROUND Although early discharge after colectomy has garnered significant interest, contemporary, large-scale analyses are lacking. OBJECTIVE The present study utilized a national cohort of patients undergoing colectomy to examine costs and readmissions following early discharge. METHODS All adults undergoing elective colectomy for primary colon cancer were identified in the 2016-2019 Nationwide Readmissions Database. Patients with perioperative complications or prolonged length of stay (>8 days) were excluded to enhance cohort homogeneity. Patients discharged by postoperative day 3 were classified as Early, and others as Routine. Entropy balancing and multivariable regression were used to assess the risk-adjusted association of early discharge with costs and non-elective readmissions. Importantly, we compared 90-day stroke rates to examine whether our results were influenced by preferential early discharge of healthier patients. RESULTS Of an estimated 153,996 patients, 45.5% comprised the Early cohort. Compared to Routine, the Early cohort was younger and more commonly male. Patients in the Early group more commonly underwent left-sided colectomy and laparoscopic operations. Following multivariable adjustment, expedited discharge was associated with a $4,500 reduction in costs as well as lower 30-day (adjusted odds ratio [AOR] 0.74, p<0.001) and 90-day non-elective readmissions (AOR 0.74, p<0.001). However, among those readmitted within 90 days, Early patients were more commonly readmitted for gastrointestinal conditions (45.8 vs 36.4%, p<0.001). Importantly, both cohorts had comparable 90-day stroke rates (2.2 vs 2.1%, p = 0.80). CONCLUSIONS The present work represents the largest analysis of early discharge following colectomy for cancer and supports its relative safety and cost-effectiveness.
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Affiliation(s)
- Arjun Verma
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
- Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
- Department of Surgery, University of Colorado Anschutz Medical Center, Aurora, Colorado, United States of America
| | - Konmal Ghazal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
- Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
| | - Hanjoo Lee
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
- Division of Colon and Rectal Surgery, Department of Surgery, Harbor-UCLA Medical Center, Torrance, California, United States of America
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
- Department of Surgery, University of Colorado Anschutz Medical Center, Aurora, Colorado, United States of America
- Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
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Martins RS, Fatimi AS, Ansari AI, Raheel H, Poulikidis K, Latif MJ, Razi SS, Bhora FY. Factors associated with safe and successful postoperative day 1 discharge after lung operations: a systematic review and meta-analysis. J Cardiothorac Surg 2024; 19:91. [PMID: 38350950 PMCID: PMC10865531 DOI: 10.1186/s13019-024-02505-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Accepted: 01/17/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND A shorter length of stay (LOS) is associated with fewer hospital-acquired adverse conditions and decreased utilization of hospital resources. While modern perioperative care protocols have enabled some ambitious surgical teams to achieve discharge as early as within postoperative day 1 (POD1), most other teams remain cautious about such an approach due to the perceived risk of missing postoperative complications and increased readmission rates. We aimed to identify factors that would help guide surgical teams aiming for safe and successful POD1 discharge after lung resection. METHODS We searched the PubMed, Embase, Scopus, Web of Science and CENTRAL databases for articles comparing perioperative characteristics in patients discharged within POD1 (DWPOD1) and after POD1 (DAPOD1) following lung resection. Meta-analysis was performed using a random-effects model. RESULTS We included eight retrospective cohort studies with a total of 216,887 patients, of which 22,250 (10.3%) patients were DWPOD1. Our meta-analysis showed that younger patients, those without cardiovascular and respiratory comorbidities, and those with better preoperative pulmonary function are more likely to qualify for DWPOD1. Certain operative factors, such as a minimally invasive approach, shorter operations, and sublobar resections, also favor DWPOD1. DWPOD1 appears to be safe, with comparable 30-day mortality and readmission rates, and significantly less postoperative morbidity than DAPOD1. CONCLUSIONS In select patients with a favorable preoperative profile, DWPOD1 after lung resection can be achieved successfully and without increased risk of adverse outcomes such as postoperative morbidity, mortality, or readmissions.
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Affiliation(s)
- Russell Seth Martins
- Division of Thoracic Surgery, Department of Surgery, Hackensack Meridian School of Medicine, Hackensack Meridian Health (HMH) Network-Central Region, 65 James Street, Edison, NJ, 08820, USA
| | | | - Amna Irfan Ansari
- Medical College, Aga Khan University Hospital, Karachi, 74800, Pakistan
| | - Hamna Raheel
- Dow Medical College, Dow University of Health Sciences, Karachi, 74200, Pakistan
| | - Kostantinos Poulikidis
- Division of Thoracic Surgery, Department of Surgery, Hackensack Meridian School of Medicine, Hackensack Meridian Health (HMH) Network-Central Region, 65 James Street, Edison, NJ, 08820, USA
| | - M Jawad Latif
- Division of Thoracic Surgery, Department of Surgery, Hackensack Meridian School of Medicine, Hackensack Meridian Health (HMH) Network-Central Region, 65 James Street, Edison, NJ, 08820, USA
| | - Syed Shahzad Razi
- Division of Thoracic Surgery, Department of Surgery, Hackensack Meridian School of Medicine, Hackensack Meridian Health (HMH) Network-Central Region, 65 James Street, Edison, NJ, 08820, USA
| | - Faiz Y Bhora
- Division of Thoracic Surgery, Department of Surgery, Hackensack Meridian School of Medicine, Hackensack Meridian Health (HMH) Network-Central Region, 65 James Street, Edison, NJ, 08820, USA.
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Curry J, Bakhtiyar SS, Kim S, Sakowitz S, Verma A, Ali K, Chervu NL, Benharash P. Association of postoperative length of stay with outcomes following orthotopic heart transplantation-A national analysis. Clin Transplant 2023; 37:e15096. [PMID: 37552712 DOI: 10.1111/ctr.15096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 07/15/2023] [Accepted: 07/25/2023] [Indexed: 08/10/2023]
Abstract
BACKGROUND In the absence of standardized recovery protocols, there is little evidence to guide postoperative care to ensure optimal in-hospital and long-term outcomes following heart transplantation (HT). Using two national databases, we examined the association between postoperative length of stay (LOS) with patient/graft survival, index hospitalization costs, and non-elective readmissions. METHODS Adult HT recipients from 2010 to 2019 were identified and analyzed within the Organ Procurement and Transplantation Network (OPTN) Database and Nationwide Readmissions Database (NRD). The risk-adjusted relationship between 1-year mortality and LOS was assessed with restricted cubic splines and subsequently used to stratify patients into Expedited (7-11 days), Routine (12-16 days), and Delayed (>16) discharge groups. Survival outcomes were analyzed using Restricted Means Survival Time analysis (RMST) and multivariable Cox models. RESULTS Of 9995 HT recipients within the OPTN, 3777 (38%) were categorized as Expedited, and 3040 (30%) as Routine. After adjustment, expedited discharge was not associated with inferior 90-day (ΔRMST -.01, p = .91) and 1-year patient survival (ΔRMST -.02, p = .53). Additionally, expedited was not associated with increased odds of non-elective readmission at 90-days (HR 1.04, CI .77-1.43) relative to Routine discharge. Counterfactual analysis revealed an estimated cost saving of $50 million if all Routine patients received an expedited discharge. CONCLUSION Expedited discharge after HT seems to be cost-effective and is not associated with inferior outcomes. Institutional-level outcome analyses should be performed to identify patients that would benefit from expedited discharge, and future studies should analyze the feasibility of implementing standardized discharge protocols following HT.
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Affiliation(s)
- Joanna Curry
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
- Department of Surgery, University of Colorado Anschutz Medical Center, Denver, Colorado, USA
| | - Shineui Kim
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Arjun Verma
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Nikhil L Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
- Division of Cardiac Surgery, Department of Surgery, University of California, Los Angeles, California, USA
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Bakhtiyar SS, Sakowitz S, Verma A, Richardson S, Curry J, Chervu NL, Blumberg J, Benharash P. Postoperative length of stay following kidney transplantation in patients without delayed graft function-An analysis of center-level variation and patient outcomes. Clin Transplant 2023; 37:e15000. [PMID: 37126410 DOI: 10.1111/ctr.15000] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Revised: 04/04/2023] [Accepted: 04/13/2023] [Indexed: 05/02/2023]
Abstract
BACKGROUND Early discharge after surgical procedures has been proposed as a novel strategy to reduce healthcare expenditures. However, national analyses of the association between discharge timing and post-transplant outcomes following kidney transplantation are lacking. METHODS This was a retrospective cohort study of all adult kidney transplant recipients without delayed graft function from 2014 to 2019 in the Organ Procurement and Transplantation Network and Nationwide Readmissions Databases. Recipients were divided into Early (LOS ≤ 4 days), Routine (LOS 5-7), and Delayed (LOS > 7) cohorts. RESULTS Of 61 798 kidney transplant recipients, 26 821 (43%) were discharged Early and 23 279 (38%) Routine. Compared to Routine, patients discharged Early were younger (52 [41-61] vs. 54 [43-62] years, p < .001), less commonly Black (33% vs. 34%, p < .001), and more frequently had private insurance (41% vs. 35%, p < .001). After adjustment, Early discharge was not associated with inferior 1-year patient survival (Hazard Ratio [HR] .74, 95% Confidence Interval [CI] 0.66-0.84) or increased likelihood of nonelective readmission at 90-days (HR .93, CI .89-.97), relative to Routine discharge. Discharging all Routine patients as Early would result in an estimated cost saving of ∼$40 million per year. Multi-level modeling of post-transplantation LOS revealed that 28.8% of the variation in LOS was attributable to interhospital differences rather than patient factors. CONCLUSIONS Early discharge after kidney transplantation appears to be cost-efficient and not associated with inferior post-transplant survival or increased readmission at 90 days. Future work should elucidate the benefits of early discharge and develop standardized enhanced recovery protocols to be implemented across transplant centers.
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Affiliation(s)
- Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
- Department of Surgery, University of Colorado Anschutz Medical, Center, Denver, Colorado, USA
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Arjun Verma
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Shannon Richardson
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Joanna Curry
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Nikhil L Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Jeremy Blumberg
- Division of Urology, Department of Surgery, University of California, Los Angeles, California, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
- Division of Cardiac Surgery, Department of Surgery, University of California, Los Angeles, California, USA
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Verma A, Sanaiha Y, Hadaya J, Maltagliati AJ, Tran Z, Ramezani R, Shemin RJ, Benharash P, Benharash P, Shemin RJ, Satou N, Nguyen T, Clary C, Madani M, Higgins J, Steltzner D, Kiaii B, Young JN, Behan K, Houston H, Matsumoto C, Sun JC, Flavin L, Fopiano P, Cabrera M, Khaki R, Washabaugh P. Parsimonious machine learning models to predict resource use in cardiac surgery across a statewide collaborative. JTCVS OPEN 2022; 11:214-228. [PMID: 36172420 PMCID: PMC9510828 DOI: 10.1016/j.xjon.2022.04.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 02/18/2022] [Accepted: 04/12/2022] [Indexed: 11/03/2022]
Abstract
Objective Methods Results Conclusions
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Williamson CG, Ebrahimian S, Sakowitz S, Tran Z, Kim ST, Benharash P. Outcomes of Expedited Discharge Following Isolated Coronary Artery Bypass Grafting. J Cardiothorac Vasc Anesth 2022; 36:3766-3772. [DOI: 10.1053/j.jvca.2022.06.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 06/06/2022] [Accepted: 06/13/2022] [Indexed: 11/11/2022]
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