1
|
Lee SW, Kim KS, Kim SH, Sim JY. Predicting Delayed Postoperative Length of Stay Following Robotic Kidney Transplantation: Development and Simulation of Perioperative Risk Factors. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:1255. [PMID: 39202536 PMCID: PMC11356542 DOI: 10.3390/medicina60081255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 07/24/2024] [Accepted: 07/29/2024] [Indexed: 09/03/2024]
Abstract
Background and Objective: Early discharge following robot-assisted kidney transplantation (RAKT) is a cost-effective strategy for reducing healthcare expenses while maintaining favorable short- and long-term prognoses. This study aims to identify predictors of postoperative delayed discharge in RAKT patients and develop a predictive model to enhance clinical outcomes. Materials and Methods: This retrospective study included 146 patients aged 18 years and older who underwent RAKT at a single tertiary medical center from August 2020 to January 2024. Data were collected on demographics, comorbidities, social and medical histories, preoperative labs, surgical information, intraoperative data, and postoperative outcomes. The primary outcome was delayed postoperative discharge (length of hospital stay > 7 days). Risk factors for delayed discharge were identified through univariate and multivariate regression analyses, leading to the development of a risk scoring system, the effectiveness of which was evaluated through receiver operating characteristic curve analysis. Results: 110 patients (74.8%) were discharged within 7 days post-transplant, while 36 (24.7%) remained hospitalized for 8 days or longer. Univariate and multivariate logistic regression analyses identified ABO incompatibility, BUN levels, anesthesia time, and vasodilator use as risk factors for delayed discharge. The RAKT score, incorporating these factors, demonstrated a predictive performance with a C-statistic of 0.789. Conclusions: This study identified risk factors for delayed discharge after RAKT and developed a promising risk scoring system for real-world clinical application, potentially improving postoperative outcome stratification in RAKT recipients.
Collapse
Affiliation(s)
| | | | | | - Ji-Yeon Sim
- Brain Korea 21 Project, Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Republic of Korea; (S.-W.L.); (K.-S.K.); (S.-H.K.)
| |
Collapse
|
2
|
Sun H, Liu K, Peng Z, Liu S. Exploration of wound-related complications post-kidney transplantation. Int Wound J 2024; 21:e14578. [PMID: 38113325 PMCID: PMC10961868 DOI: 10.1111/iwj.14578] [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: 11/27/2023] [Revised: 12/04/2023] [Accepted: 12/04/2023] [Indexed: 12/21/2023] Open
Abstract
An essential intervention for patients with end-stage renal disease is kidney transplantation. Nonetheless, patient outcomes are substantially affected by complications associated with postoperative wounds. The purpose of this research was to determine the prevalence, risk factors and repercussions of wound-related complications among kidney transplant recipients. A cross-sectional observational study was undertaken at Qilu Hospital of Shandong University Department of Organ Transplantation, China. Included in the study were 118 patients who had undergone kidney transplantation during the specified time period. Medical record evaluations, questionnaires and patient interviews were utilized to collect data, with an emphasis on demographics, transplant information, postoperative care and wound complications. Infection, dehiscence, lymphocoele, delayed wound healing, seroma formation and haematoma were classified as complications. The presence of comorbidities, age over 50 and living donor transplants were identified as significant risk factors for postoperative complications. The most prevalent complications observed were delayed wound healing (21.2%) and infections (16.9%) (p < 0.05). Antibiotics were found to be effective in managing infections, while prolonged conservative management was necessary for delayed wound healing. Prominent complications that recurred were infections and wound healing delays. No statistically significant correlation was observed between gender, BMI and prior transplants with the occurrence of complications (p > 0.05). The research highlighted the significance of taking into account patient-specific variables, including age and concurrent medical conditions, when conducting post-kidney transplantation treatment. The results supported the use of individualized strategies in postoperative care, particularly for populations at high risk, in order to reduce the incidence and severity of complications associated with wounds in pursuit to enhancing clinical practices and formulating focused intervention strategies to improve patient outcomes following transplantation.
Collapse
Affiliation(s)
- Huaibin Sun
- Department of Organ TransplantationQilu Hospital of Shandong UniversityShandongChina
| | - Kao Liu
- Department of Organ TransplantationQilu Hospital of Shandong UniversityShandongChina
| | - Zhiguo Peng
- Department of Organ TransplantationQilu Hospital of Shandong UniversityShandongChina
| | - Shengli Liu
- Department of Organ TransplantationQilu Hospital of Shandong UniversityShandongChina
| |
Collapse
|
3
|
DiLeo MJ, Miggins JJ, Brewer ED, Galván NTN, Rana A. A novel risk score for predicting prolonged length of stay following pediatric kidney transplant. Pediatr Nephrol 2023; 38:4187-4196. [PMID: 37434028 DOI: 10.1007/s00467-023-06066-x] [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: 04/05/2023] [Revised: 06/14/2023] [Accepted: 06/15/2023] [Indexed: 07/13/2023]
Abstract
BACKGROUND Kidney transplants (KT) are accepted as the kidney replacement therapy of choice for children with kidney failure. The surgery itself may be more difficult especially in small children, and often leads to significant hospital stays. There is little research on predicting prolonged length of stay (LOS) in children. We aim to examine the factors associated with prolonged LOS following pediatric KT to help clinicians make informed decisions, better counsel families, and potentially reduce preventable causes of prolonged stay. METHODS We retrospectively analyzed the United Network for Organ Sharing database for all KT recipients less than 18 years old between January 2014 and July 2022 (n = 3693). Donor and recipient factors were tested in univariate and multivariate logistic analysis using stepwise elimination of non-significant factors to create a final regression model predicting LOS longer than 14 days. Values were assigned to significant factors to create risk scores for each individual patient. RESULTS In the final model, only primary diagnosis of focal segmental glomerulosclerosis, dialysis prior to KT, geographic region, and recipient weight prior to KT were significant predictors of LOS longer than 14 days. The C-statistic of the model is 0.7308. The C-statistic of the risk score is 0.7221. CONCLUSIONS Knowledge of the risk factors affecting prolonged LOS following pediatric KT can help identify patients at risk of increased resource use and potential hospital-acquired complications. Using our index, we identified some of these specific risk factors and created a risk score that can stratify pediatric recipients into low, medium, or high risk groups. A higher resolution version of the Graphical abstract is available as Supplementary information.
Collapse
Affiliation(s)
- Michael J DiLeo
- Department of Student Affairs, Baylor College of Medicine, Houston, TX, USA.
| | - John J Miggins
- Department of Student Affairs, Baylor College of Medicine, Houston, TX, USA
| | - Eileen D Brewer
- Division of Pediatric Nephrology, Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - N Thao N Galván
- Division of Abdominal Transplant, Michael E DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA
| | - Abbas Rana
- Division of Abdominal Transplant, Michael E DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA
| |
Collapse
|
4
|
Jadlowiec CC, Ohara SY, Punukollu R, Wagler J, Ruch B, Kumm K, Budhiraja P, Me HM, Mathur AK, Reddy KS, Khamash H, Heilman R. Outcomes with transplanting kidneys offered through expedited allocation. Clin Transplant 2023; 37:e15094. [PMID: 37563488 DOI: 10.1111/ctr.15094] [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: 04/21/2023] [Revised: 07/26/2023] [Accepted: 07/27/2023] [Indexed: 08/12/2023]
Abstract
INTRODUCTION Expedited out-of-sequence deceased donor kidney allocation is a strategy to avoid discards after early placement attempts have been unsuccessful. Our study aimed to assess outcomes and characteristics of these transplanted kidneys. METHODS KDPI matching was performed between expedited allocation (EA) and standard allocation (SA) deceased donor kidney transplants performed at our center. RESULTS Between 2018 and 2021, there were 225 EA offers, and 189 (84%) were transplanted. EA recipients were older (p = .007) and had shorter dialysis vintage (p < .0001). EA kidneys were likely to be nationally allocated (p < .001), have AKI (p < .0001) and longer CIT (p < .0001). There were no differences in EA and SA time-zero kidney biopsies (ci, p = .07; ct, p = .89; cv, p = .95; ah, p = .79). EA kidneys had more DGF (p = .0006), but there were no differences in DGF duration (p = .83), hospital length of stay (p = .43), 1- and 2-year eGFR (p = .16, p = .99), patient (p = .34), or death-censored graft (p = .66) survival. CONCLUSION During this study period, our center transplanted 189 kidneys through EA following local-regional declines. These kidneys often came from AKI donors and had more DGF but had similar outcomes to KDPI-matched SA kidneys. Although it has been suggested that EA has the potential to worsen transplant disparities, transplant center level decisions on organ acceptance contribute to these variations.
Collapse
Affiliation(s)
- Caroline C Jadlowiec
- Department of Surgery, Division of Transplant Surgery, Mayo Clinic, Phoenix, Arizona, USA
| | - Stephanie Y Ohara
- Division of Surgery, Valleywise Health Medical Center, Creighton University, Phoenix, Arizona, USA
| | - Rachana Punukollu
- Department of Surgery, Division of Transplant Surgery, Mayo Clinic, Phoenix, Arizona, USA
| | - Josiah Wagler
- Department of Surgery, Division of Transplant Surgery, Mayo Clinic, Phoenix, Arizona, USA
| | - Brianna Ruch
- Department of Surgery, Division of Transplant Surgery, Mayo Clinic, Phoenix, Arizona, USA
| | - Kayla Kumm
- Department of Surgery, Division of Transplant Surgery, Mayo Clinic, Phoenix, Arizona, USA
| | | | - Hay Me Me
- Division of Nephrology, Mayo Clinic, Phoenix, Arizona, USA
| | - Amit K Mathur
- Department of Surgery, Division of Transplant Surgery, Mayo Clinic, Phoenix, Arizona, USA
| | - Kunam S Reddy
- Department of Surgery, Division of Transplant Surgery, Mayo Clinic, Phoenix, Arizona, USA
| | - Hasan Khamash
- Division of Nephrology, Mayo Clinic, Phoenix, Arizona, USA
| | | |
Collapse
|
5
|
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.
Collapse
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
| |
Collapse
|
6
|
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.
Collapse
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
| |
Collapse
|
7
|
Mour GK, Chang YH, Calderon E, Chang JM, Velazco CS, Jadlowiec CC, Reddy KS, Heilman RL, Mathur AK. Kidney donor profile index and post-transplant health care utilization: Implications for value of transplant care delivery. Clin Transplant 2022; 36:e14618. [PMID: 35182437 DOI: 10.1111/ctr.14618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 01/17/2022] [Accepted: 02/10/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Centers discard high kidney donor profile index (KDPI) allografts, potentially related to delayed graft function and prolonged hospital use by kidney transplant recipients (KTR). We sought to determine whether high KDPI KTRs have excess health care utilization. METHODS We conducted a retrospective cohort study from a high-volume center analyzing KTRs from January 3, 2011 to April 12, 2015 (n = 652). We measured differences in hospital use, emergency visits, and outpatient visits within the first 90 days between low (≤85%) versus high KDPI (>85%) KTRs, as well as long-term graft function and patient survival. RESULTS High (n = 107) and low KDPI (n = 545) KTRs had similar length of stay (median = 3 days, P = .66), and readmission rates at 7, 30, and 90 days after surgery (all, P > .05). High KDPI kidneys were not associated with excess utilization of the hospital, emergency services, outpatient transplant clinics, or ambulatory infusion visits on univariate or multivariate analysis (all, P > .05). Low KDPI KTRs had significantly better eGFR at 2 years (Low vs. High KDPI: 60.35 vs. 41.54 ml/min, P < .001), but similar 3-year patient and graft survival (both, P > .09). CONCLUSIONS High and low KDPI KTRs demonstrated similar 90-day risk-adjusted health care utilization, which should encourage use of high KDPI kidneys.
Collapse
Affiliation(s)
- Girish K Mour
- Division of Nephrology, Mayo Clinic, Phoenix, Arizona, USA
| | - Yu-Hui Chang
- Robert D. and Patricia E. Kern Center for the Center for the Science of Healthcare Delivery, Mayo Clinic, Phoenix, Arizona, USA
| | - Esteban Calderon
- Division of Transplant Surgery, Mayo Clinic, Phoenix, Arizona, USA
| | - James M Chang
- Division of Vascular Surgery, Emory University, Atlanta, Georgia, USA
| | | | | | - Kunam S Reddy
- Division of Transplant Surgery, Mayo Clinic, Phoenix, Arizona, USA
| | | | - Amit K Mathur
- Robert D. and Patricia E. Kern Center for the Center for the Science of Healthcare Delivery, Mayo Clinic, Phoenix, Arizona, USA.,Division of Transplant Surgery, Mayo Clinic, Phoenix, Arizona, USA
| |
Collapse
|
8
|
Budhiraja P, Heilman RL, Jadlowiec CC, Smith ML, Ryan MS, Khamash HA, Kodali L, Moss AA, Mathur AK, Reddy KS. Successful outcomes with transplanting kidneys from deceased donors with acute kidney injuryon temporary renal replacement therapy. Clin Transplant 2021; 35:e14465. [PMID: 34514643 DOI: 10.1111/ctr.14465] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 08/11/2021] [Accepted: 08/13/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND AND OBJECTIVES We aimed to determine outcomes with transplanting kidneys from deceased donors with severe acute kidney injury requiring acute renal replacement therapy (RRT). MATERIALS AND METHODS A total of 172 recipients received a kidney from donors with acute kidney injury stage 3 (AKIN3) requiring RRT. We compared the study group to 528 recipients who received a kidney from donors with AKIN stage 3 not on RRT and 463 recipients who received < 85% Kidney Donor Profile Index (KDPI) AKIN stage 0 kidney. RESULTS The study group donors were younger compared to the 2 control groups. Despite higher DGF in the study group, the length of hospital stay and acute rejection were similar. Death censored graft survival (96% AKIN3-RRT vs. 97%AKIN3 no RRT vs. 96% KDPI < 85% AKIN0, P = 0.26) and patient survival with functioning graft at 1 year (95% across all groups, P = 0.402) were similar. The estimated glomerular filtration rate were similar across the 3 groups after first month. Interstitial fibrosis and tubular atrophy score ≥ 2 on protocol biopsy at time 0, 4 and 12 months were similar. Primary nonfunction was rare and associated with high KDPI. CONCLUSIONS Transplanting selected kidneys from deceased donors with AKIN3 requiring RRT is safe and has good outcomes.
Collapse
Affiliation(s)
- Pooja Budhiraja
- Division of Nephrology, Mayo Clinic Hospital, Phoenix, Arizona, USA
| | | | | | - Maxwell L Smith
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Phoenix, Arizona, USA
| | - Margaret S Ryan
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Phoenix, Arizona, USA
| | - Hasan A Khamash
- Division of Nephrology, Mayo Clinic Hospital, Phoenix, Arizona, USA
| | - Lavanya Kodali
- Division of Nephrology, Mayo Clinic Hospital, Phoenix, Arizona, USA
| | - Adyr A Moss
- Department of Surgery, Mayo Clinic, Phoenix, Arizona, USA
| | - Amit K Mathur
- Department of Surgery, Mayo Clinic, Phoenix, Arizona, USA
| | - Kunam S Reddy
- Department of Surgery, Mayo Clinic, Phoenix, Arizona, USA
| |
Collapse
|
9
|
Bloom PP, Waits SA. Discharge Readiness After Liver Transplant Is Not One Size Fits All. Liver Transpl 2020; 26:1219-1220. [PMID: 32772504 DOI: 10.1002/lt.25864] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 08/04/2020] [Indexed: 01/13/2023]
Affiliation(s)
- Patricia P Bloom
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Seth A Waits
- Department of Surgery, University of Michigan, Ann Arbor, MI
| |
Collapse
|