1
|
Dhingra R, Xu H, Hammill BG, Lynch SM, West JS, Green MD, Peterson ED, Curtis LH, Dupre ME. Association Between Socioeconomic Disadvantage and Risks of Early and Recurrent Admissions Among Patients With Newly Diagnosed Heart Failure. Circ Cardiovasc Qual Outcomes 2024; 17:e011141. [PMID: 39584256 DOI: 10.1161/circoutcomes.124.011141] [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: 04/11/2024] [Accepted: 09/26/2024] [Indexed: 11/26/2024]
Abstract
BACKGROUND Socioeconomic disadvantage is associated with greater risks of hospital readmission and mortality among patients with heart failure (HF). However, it is less clear whether socioeconomic disadvantage has an immediate and lasting impact on the risk of admissions after the diagnosis of HF. METHODS We used electronic health record data of patients aged 65 years and older with newly diagnosed HF between January 2015 and July 2018 in the Duke University Health System, with up to 8 years of follow-up. We assessed the association between neighborhood-level disadvantage, measured by the area deprivation index (lower, moderate, or higher) and hospital admissions within 30, 90, and 180 days after HF diagnosis using multivariable logistic regression models. We also assessed the risk of recurrent admissions over follow-up using Prentice, Williams, and Peterson models with total time. RESULTS In our cohort of 5889 patients (mean [SD] age, 75 (6) years; 51% women; 67% non-Hispanic White), 71% of patients had at least one admission, and ≈50% of patients died over a median follow-up of 5.6 years. Unadjusted models showed that patients residing in higher disadvantaged neighborhoods had incrementally increasing risks for admissions within 30 days (odds ratio [OR], 1.17 [95% CI, 0.99-1.38]), 90 days (OR, 1.18 [95% CI, 1.03-1.35]), and 180 days (OR, 1.23 [95% CI, 1.08-1.40]) after diagnosis compared with patients in lower disadvantaged areas. These risks were no longer significant after adjusting for patients' clinical and nonclinical characteristics at 30 days (OR, 1.09 [95% CI, 0.90-1.31]), 90 days (OR, 1.07 [95% CI, 0.92-1.25]), and 180 days (OR, 1.10 [95% CI, 0.96-1.27]). However, patients living in higher disadvantaged areas had significantly greater risks of recurrent admissions over follow-up (hazard ratio, 1.11 [95% CI, 1.05-1.16]; P<0.001) compared with patients in lower disadvantaged areas. CONCLUSIONS Our findings suggest that patients with HF residing in areas of socioeconomic disadvantage are at higher risk for recurrent admissions and thus should be considered for targeted intervention strategies.
Collapse
Affiliation(s)
- Radha Dhingra
- Department of Population Health Sciences (R.D., B.G.H., M.D.G., L.H.C., M.E.D.), Duke University, Durham, NC
| | - Hanzhang Xu
- Duke University School of Nursing (H.X.), Duke University, Durham, NC
- Department of Family Medicine and Community Health (H.X., S.M.L.), Duke University, Durham, NC
- Center for the Study of Aging and Human Development (H.X., S.M.L., J.S.W., M.E.D.), Duke University, Durham, NC
- Health Services and Systems Research, Duke-NUS Medical School, Singapore (H.X.)
| | - Bradley G Hammill
- Department of Population Health Sciences (R.D., B.G.H., M.D.G., L.H.C., M.E.D.), Duke University, Durham, NC
- Duke Clinical Research Institute (B.G.H., L.H.C.), Duke University, Durham, NC
| | - Scott M Lynch
- Department of Family Medicine and Community Health (H.X., S.M.L.), Duke University, Durham, NC
- Center for the Study of Aging and Human Development (H.X., S.M.L., J.S.W., M.E.D.), Duke University, Durham, NC
- Department of Sociology (S.M.L., M.E.D.), Duke University, Durham, NC
- Duke University Population Research Institute, Durham, NC (S.M.L., J.S.W., M.E.D.)
| | - Jessica S West
- Center for the Study of Aging and Human Development (H.X., S.M.L., J.S.W., M.E.D.), Duke University, Durham, NC
- Department of Head and Neck Surgery and Communication Sciences (J.S.W.), Duke University, Durham, NC
- Duke University Population Research Institute, Durham, NC (S.M.L., J.S.W., M.E.D.)
| | - Michael D Green
- Department of Population Health Sciences (R.D., B.G.H., M.D.G., L.H.C., M.E.D.), Duke University, Durham, NC
| | - Eric D Peterson
- Department of Medicine, Division of Cardiology, University of Texas Southwestern, Dallas (E.D.P.)
| | - Lesley H Curtis
- Department of Population Health Sciences (R.D., B.G.H., M.D.G., L.H.C., M.E.D.), Duke University, Durham, NC
- Duke Clinical Research Institute (B.G.H., L.H.C.), Duke University, Durham, NC
| | - Matthew E Dupre
- Department of Population Health Sciences (R.D., B.G.H., M.D.G., L.H.C., M.E.D.), Duke University, Durham, NC
- Center for the Study of Aging and Human Development (H.X., S.M.L., J.S.W., M.E.D.), Duke University, Durham, NC
- Department of Sociology (S.M.L., M.E.D.), Duke University, Durham, NC
- Duke University Population Research Institute, Durham, NC (S.M.L., J.S.W., M.E.D.)
| |
Collapse
|
2
|
Bitterfeld L, Sanchez-Garcia J, Jaramillo C. Neighborhood-Level Deprivation Impacts Graft and Patient Outcomes Among Pediatric Liver Transplant Recipients. Pediatr Transplant 2024; 28:e14881. [PMID: 39475325 DOI: 10.1111/petr.14881] [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: 02/20/2024] [Revised: 08/08/2024] [Accepted: 10/14/2024] [Indexed: 11/07/2024]
Abstract
BACKGROUND The impact of social determinants of health (SDOH) on pediatric liver transplant outcomes has not been extensively investigated. The purpose of this study was to examine the effect of neighborhood-level deprivation on graft and patient survival among pediatric liver transplant recipients. METHODS This is a single-center observational study among children who received a primary liver transplant from March 1996 to March 2023. The Childhood Opportunity Index (COI) score was used to measure the degree of neighborhood deprivation. RESULTS A total of 252 children were included, half (52.8%) were female and the majority were non-Hispanic White (71%). Half (53.6%) of the children had private insurance, and the median COI score was 64. A total of 28 children were transplanted from a very low-to-low COI area. Children in very low-to-low COI areas had worse patient (HR = 4.90, 95% CI = 1.41-17.04, p = 0.01) and graft (HR = 3.41, 95% CI = 1.19-9.75, p = 0.02) survival outcomes compared to children in moderate-to-very high areas when adjusting for clinical characteristics. COI score remained a significant predictor of graft survival after adjusting for race and insurance type (HR = 3.41, 95% CI = 1.12-10.40, p = 0.03). CONCLUSIONS Pediatric liver transplant recipients from very low-to-low COI score areas have worse graft outcomes when accounting for clinical factors, race/ethnicity, and insurance status. Future research should investigate the impact of multiple, intersecting SDOH factors, rather than solely a collection of isolated variables.
Collapse
Affiliation(s)
- Leandra Bitterfeld
- Intermountain Primary Children's Hospital, Salt Lake City, Utah, USA
- University of Colorado College of Nursing, Aurora, Colorado, USA
| | | | - Catalina Jaramillo
- Intermountain Primary Children's Hospital, Salt Lake City, Utah, USA
- University of Utah School of Medicine, Salt Lake City, Utah, USA
| |
Collapse
|
3
|
Highet A, Mai T, Klarich MK, Vu L. Neighborhood-level Disparities in Achievement of Social Continence Among School-aged Children With Anorectal Malformations: A Single-center Retrospective Study. J Pediatr Surg 2024; 59:161583. [PMID: 38897896 DOI: 10.1016/j.jpedsurg.2024.05.013] [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: 02/14/2024] [Revised: 05/01/2024] [Accepted: 05/22/2024] [Indexed: 06/21/2024]
Abstract
BACKGROUND Fecal incontinence is a common problem for children with repaired anorectal malformations (ARM) and has significant implications for initiating school. While sex, anatomy, and medical comorbidities are known to influence continence outcomes, the impact of socioeconomic factors and neighborhood-level disadvantage are less well understood. METHODS We performed a single-center retrospective review of all school-aged (5-18 years) children with ARM at a longitudinal pediatric surgery clinic. Demographic, clinical, and socioeconomic variables were abstracted via chart review and geocoding was performed to obtain Area Deprivation Index (ADI) and Social Vulnerability Index (SVI) scores. Statistical analyses assessed for associations between the primary outcome of social continence (defined as no diaper usage and infrequent fecal accidents at age 5) and these variables. RESULTS 72 patients were included; of these, 45.8% were socially continent. On bivariate analysis, social continence was significantly associated with state ADI score as well as the SVI Housing characteristics score. These associations remained significant when adjusting for sex and medical comorbidities in separate multiple logistic regression models. CONCLUSION The relative disadvantage of the neighborhood in which a child with ARM lives may play a role in their ability to achieve continence by school age. Efforts are warranted to identify and develop targeted interventions to for this pediatric population. LEVEL OF EVIDENCE IV.
Collapse
Affiliation(s)
- Alexandra Highet
- University of California San Francisco, Department of Surgery, San Francisco, CA, USA.
| | - Tina Mai
- University of California San Francisco School of Medicine, San Francisco, CA, USA
| | - Mary-Kate Klarich
- University of California San Francisco Benioff Children's Hospital San Francisco, San Francisco, CA, USA
| | - Lan Vu
- University of California San Francisco, Department of Surgery, San Francisco, CA, USA; University of California San Francisco Benioff Children's Hospital San Francisco, San Francisco, CA, USA
| |
Collapse
|
4
|
Gutierrez SA, Chiou SH, Rhee S, Lai JC, Wadhwani SI. The influence of neighborhood income on healthcare utilization in pediatric liver transplant. J Pediatr Gastroenterol Nutr 2024; 79:100-109. [PMID: 38693791 PMCID: PMC11216888 DOI: 10.1002/jpn3.12234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 02/08/2024] [Accepted: 04/13/2024] [Indexed: 05/03/2024]
Abstract
OBJECTIVES Neighborhood contextual factors are associated with liver transplant outcomes. We analyzed associations between neighborhood-level socioeconomic status and healthcare utilization for pediatric liver transplant recipients. METHODS We merged the Pediatric Health Information System and Scientific Registry of Transplant Recipients databases and included liver transplant recipients ≤21 years hospitalized between January 2004 and May 2022. Outcomes were annual inpatient bed-days, risk of hospitalizations, and risk of liver biopsies. The primary exposure was zip code-based neighborhood income at transplant. We applied causal inference for variable selection in multivariable analysis. We modeled annual inpatient bed-days with mixed-effect zero-inflated Poisson regression, and rates of hospitalization and liver biopsy with a Cox-type proportional rate model. RESULTS We included 1006 participants from 29 institutions. Children from low-income neighborhoods were more likely to be publicly insured (67% vs. 46%), Black (20% vs. 12%), Hispanic (30% vs. 17%), and have higher model for end-stage liver disease/pediatric end-stage liver disease model scores at transplant (17 vs. 13) than the remaining cohort. We found no differences in inpatient bed-days or rates of hospitalization across neighborhood groups. In univariable analysis, low-income neighborhoods were associated with increased rates of liver biopsy (rate ratio [RR]: 1.57, 95% confidence interval [CI]: 1.04-2.34, p = 0.03). These findings persisted after adjusting for insurance, race, and ethnicity (RR: 1.86, 95% CI: 1.23-2.83, p < 0.01). CONCLUSIONS Children from low-income neighborhoods undergo more liver biopsies than other children. These procedures are invasive and potentially preventable. In addition to improving outcomes, interventions to mitigate health inequities among liver transplant recipients may reduce resource utilization.
Collapse
Affiliation(s)
- Susan A Gutierrez
- Department of Pediatrics, University of California, San Francisco, San Francisco, California, USA
| | - Sy Han Chiou
- Department of Surgery, University of California, San Francisco, San Francisco, California, USA
- Department of Statistics and Data Science, Southern Methodist University, Dallas, Texas, USA
| | - Sue Rhee
- Department of Pediatrics, University of California, San Francisco, San Francisco, California, USA
| | - Jennifer C Lai
- Department of Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Sharad I Wadhwani
- Department of Pediatrics, University of California, San Francisco, San Francisco, California, USA
| |
Collapse
|
5
|
Wadhwani SI, Alvarado A, Shifman HP, Bautista B, Yalung J, Squires JE, Campbell K, Ebel NH, Hsu E, Vittorio J, Zielsdorf S, Desai DM, Bucuvalas JC, Gottlieb L, Kotagal U, Lyles CR, Ackerman SL, Lai JC. Caregivers' and providers' perspectives of social and medical care after pediatric liver transplant: Results from the multicenter SOCIAL-Tx study. Liver Transpl 2024; 30:717-727. [PMID: 38166123 PMCID: PMC11176037 DOI: 10.1097/lvt.0000000000000327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 12/12/2023] [Indexed: 01/04/2024]
Abstract
Disparities exist in pediatric liver transplant (LT). We characterized barriers and facilitators to providing transplant and social care within pediatric LT clinics. This was a multicenter qualitative study. We oversampled caregivers reporting household financial strain, material economic hardship, or demonstrating poor health literacy. We also enrolled transplant team members. We conducted semistructured interviews with participants. Caregiver interviews focused on challenges addressing transplant and household needs. Transplant provider interviews focused on barriers and facilitators to providing social care within transplant teams. Interviews were recorded, transcribed, and coded according to the Capability, Opportunity, Motivation-Behavior model. We interviewed 27 caregivers and 27 transplant team members. Fifty-two percent of caregivers reported a household income <$60,000, and 62% reported financial resource strain. Caregivers reported experiencing (1) high financial burdens after LT, (2) added caregiving labor that compounds the financial burden, (3) dependency on their social network's generosity for financial and logistical support, and (4) additional support being limited to the perioperative period. Transplant providers reported (1) relying on the pretransplant psychosocial assessment for identifying social risks, (2) discomfort initiating social risk discussions in the post-transplant period, (3) reliance on social workers to address new social risks, and (4) social workers feeling overburdened by quantity and quality of the social work referrals. We identified barriers to providing effective social care in pediatric LT, primarily a lack of comfort in assessing and addressing new social risks in the post-transplant period. Addressing these barriers should enhance social care delivery and improve outcomes for these children.
Collapse
Affiliation(s)
| | | | | | | | - Jared Yalung
- University of California, San Francisco, San Francisco, CA
| | | | | | | | - Evelyn Hsu
- Seattle Children’s Hospital, Seattle, WA
| | - Jennifer Vittorio
- Columbia University Medical Center, New York, NY
- New York University Langone Health, New York, NY
| | | | | | | | - Laura Gottlieb
- University of California, San Francisco, San Francisco, CA
| | - Uma Kotagal
- Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | | | | | | |
Collapse
|
6
|
Bonn J, Gamm K, Ambrosino T, Orkin SH, Taylor A, Peters AL. Distinct effects of racial and socioeconomic disparities on biliary atresia diagnosis and outcome. J Pediatr Gastroenterol Nutr 2024; 78:1038-1046. [PMID: 38567627 DOI: 10.1002/jpn3.12197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 01/18/2024] [Accepted: 02/08/2024] [Indexed: 04/04/2024]
Abstract
OBJECTIVES To identify and distinguish between racial and socioeconomic disparities in age at hepatology care, diagnosis, access to surgical therapy, and liver transplant-free survival in patients with biliary atresia (BA). METHODS Single-center retrospective cohort study of 69 BA patients from 2010 to 2021. Patients were grouped into White and non-White cohorts. The socioeconomic milieu was analyzed utilizing neighborhood deprivation index, a census tract-based calculation of six socioeconomic variables. The primary outcomes of this study were timing of the first hepatology encounter, surgical treatment with hepatic portoenterostomy (HPE), and survival with native liver (SNL) at 2 years. RESULTS Patients were 55% male and 72% White. White patients were referred at a median of 34 days (interquartile range [IQR]: 17-65) vs. 67 days (IQR: 42-133; p = 0.001) in non-White patients. White infants were more likely to undergo HPE (42/50 patients; 84%) compared to non-White (10/19; 53%), odds ratio (OR) 4.73 (95% confidence interval: 1.46-15.31; p = 0.01). Independent of race, patients exposed to increased neighborhood-level deprivation were less likely to receive HPE (OR: 0.49, p = 0.04) and achieve SNL (OR: 0.54, p = 0.02). CONCLUSIONS Racial and socioeconomic disparities are independently associated with timely BA diagnosis, access to surgical treatment, and transplant-free survival. Public health approaches to improve screening for pathologic jaundice in infants of diverse racial backgrounds and to test and implement interventions for socioeconomically at-risk families are needed.
Collapse
Affiliation(s)
- Julie Bonn
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Kristen Gamm
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Teresa Ambrosino
- Department of Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Sarah H Orkin
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Amy Taylor
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Anna L Peters
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| |
Collapse
|
7
|
Lee-Riddle GS, Schmidt HJ, Reese PP, Nelson MN, Neergaard R, Barg FK, Serper M. Transplant recipient, care partner, and clinician perceptions of medication adherence monitoring technology: A mixed methods study. Am J Transplant 2024; 24:669-680. [PMID: 37923085 DOI: 10.1016/j.ajt.2023.10.030] [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: 08/28/2023] [Revised: 10/28/2023] [Accepted: 10/30/2023] [Indexed: 11/07/2023]
Abstract
Medication nonadherence is a leading cause of graft loss. Adherence monitoring technologies-reminder texts, smart bottles, video-observed ingestion, and digestion-activated signaling pills-may support adherence. However, patient, care partner, and clinician perceptions of these tools are not well studied. We conducted qualitative individual semistructured interviews and focus groups among 97 participants at a single center: kidney and liver transplant recipients 2 weeks to 18 months posttransplant, their care partners, and transplant clinicians. We assessed adherence practices, reactions to monitoring technologies, and opportunities for care integration. One-size-fits-all approaches were deemed infeasible. Interviewees considered text messages the most acceptable approach; live video checks were the least acceptable and raised the most concerns for inconvenience and invasiveness. Digestion-activated signaling technology produced both excitement and apprehension. Patients and care partners generally aligned in perceptions of adherence monitoring integration into clinical care. Key themes were importance of routine, ease of use, leveraging technology for actionable medication changes, and aversion to surveillance. Transplant clinicians similarly considered text messages most acceptable and video checks least acceptable. Clinicians reported that early posttransplant use and real-time adherence tracking with patient feedback may facilitate successful implementation. The study provides initial insights that may inform future adherence technology implementation.
Collapse
Affiliation(s)
- Grace S Lee-Riddle
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Harald J Schmidt
- Department of Medical Ethics & Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Peter P Reese
- Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA; Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Maria N Nelson
- Department of Family Medicine and Community Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Rebecca Neergaard
- Department of Family Medicine and Community Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Frances K Barg
- Department of Family Medicine and Community Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Marina Serper
- Division of Gastroenterology and Hepatology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
| |
Collapse
|
8
|
Fischer RT. Looking for literal improvement in liver transplant outcomes. Liver Transpl 2024; 30:343-344. [PMID: 38100169 DOI: 10.1097/lvt.0000000000000318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 12/08/2023] [Indexed: 03/16/2024]
Affiliation(s)
- Ryan T Fischer
- Department of Pediatrics, Division of Pediatric Gastroenterology, Children's Mercy Kansas City, University of Missouri-Kansas City, Kansas City, Missouri, USA
| |
Collapse
|
9
|
Wadhwani SI, Kruse G, Squires J, Ebel N, Gupta N, Campbell K, Hsu E, Zielsdorf S, Vittorio J, Desai DM, Bucuvalas JC, Gottlieb LM, Lai JC. Caregiver Perceptions of Social Risk Screening in Pediatric Liver Transplantation: From the Multicenter SOCIAL-Tx Study. Transplantation 2024; 108:940-946. [PMID: 37831642 PMCID: PMC10963151 DOI: 10.1097/tp.0000000000004835] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2023]
Abstract
BACKGROUND The social determinants of health contribute to adverse post-liver transplant outcomes. Identifying unmet social risks may enable transplant teams to improve long-term outcomes for at-risk children. However, providers may feel uncomfortable asking about household-level social risks in the posttransplant period because they might make their patients/families uncomfortable. METHODS We conducted a mixed-methods analysis of caregiver participants (ie, parents/guardians of pediatric liver transplant recipients) in the Social and Contextual Impact on Children Undergoing Liver Transplantation study to assess their perceptions of provider-based social risk screening. Participants (N = 109) completed a 20-min social determinants of health questionnaire that included questions on the acceptability of being asked intimate social risk questions. A subset of participants (N = 37) engaged in an in-depth qualitative interview to share their perceptions of social risk screening. RESULTS Of 109 participants across 9 US transplant centers, 60% reported financial strain and 30% reported at least 1 material economic hardship (eg, food insecurity, housing instability). Overall, 65% of respondents reported it very or somewhat appropriate and 25% reported being neutral to being screened for social risks in a liver transplant setting. In qualitative analyses, participants reported trust in the providers and a clear understanding of the intention of the screening as prerequisites for liver transplant teams to perform social risk screening. CONCLUSIONS Only a small minority of caregivers found social risk screening unacceptable. Pediatric liver transplant programs should implement routine social risk screening and prioritize the patient and family voices when establishing a screening program to ensure successful implementation.
Collapse
Affiliation(s)
| | - Gina Kruse
- Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - James Squires
- University of Pittsburgh Medical Center, Pittsburgh, PA
| | | | | | | | - Evelyn Hsu
- Seattle Children’s Hospital, Seattle, WA
| | | | | | | | | | | | | |
Collapse
|
10
|
Yalung JE, Shifman HP, Manning ER, Beck A, Bucuvalas J, Lai JC, Wadhwani SI. Ambient air pollution is associated with graft failure/death in pediatric liver transplant recipients. Am J Transplant 2024; 24:448-457. [PMID: 37898318 PMCID: PMC10922359 DOI: 10.1016/j.ajt.2023.10.015] [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: 06/10/2023] [Revised: 09/28/2023] [Accepted: 10/12/2023] [Indexed: 10/30/2023]
Abstract
Children exposed to disproportionately higher levels of air pollution experience worse health outcomes. In this population-based, observational registry study, we examine the association between air pollution and graft failure/death in children following liver transplantation (LT) in the US. We modeled the associations between air pollution (PM2.5) levels localized to the patient's ZIP code at the time of transplant and graft failure or death using Cox proportional-hazards models in pediatric LT recipients aged <19 years in the US from 2005-2015. In univariable analysis, high neighborhood PM2.5 was associated with a 56% increased hazard of graft failure/death (HR: 1.56; 95% CI: 1.32, 1.83; P < .001). In multivariable analysis, high neighborhood PM2.5 was associated with a 54% increased risk of graft failure/death (HR: 1.54; 95% CI: 1.29, 1.83; P < .001) after adjusting for race as a proxy for racism, insurance status, rurality, and neighborhood socioeconomic deprivation. Children living in high air pollution neighborhoods have an increased risk of graft failure and death posttransplant, even after controlling for sociodemographic variables. Our findings add further evidence that air pollution contributes to adverse health outcomes for children posttransplant and lay the groundwork for future studies to evaluate underlying mechanisms linking PM2.5 to adverse LT outcomes.
Collapse
Affiliation(s)
- Jared E Yalung
- School of Medicine, University of California, San Francisco, San Francisco, California, USA; UC Berkeley-UCSF Joint Medical Program, School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Holly P Shifman
- School of Medicine, Oakland University William Beaumont, Rochester, Michigan, USA
| | | | - Andrew Beck
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - John Bucuvalas
- Department of Pediatrics, Division of Hepatology, Mount Sinai Kravis Children's Hospital, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jennifer C Lai
- Department of Medicine, Division of Gastroenterology, Hepatology, and Nutrition, University of California, San Francisco, San Francisco, California, USA
| | - Sharad I Wadhwani
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, University of California, San Francisco, San Francisco, California, USA.
| |
Collapse
|
11
|
De Simone P, Germani G, Lai Q, Ducci J, Russo FP, Gitto S, Burra P. The impact of socioeconomic deprivation on liver transplantation. FRONTIERS IN TRANSPLANTATION 2024; 3:1352220. [PMID: 38993752 PMCID: PMC11235234 DOI: 10.3389/frtra.2024.1352220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 02/13/2024] [Indexed: 07/13/2024]
Abstract
Despite global expansion, social disparities impact all phases of liver transplantation, from patient referral to post-transplant care. In pediatric populations, socioeconomic deprivation is associated with delayed referral, higher waitlist mortality, and reduced access to living donor transplantation. Children from socially deprived communities are twice as much less adherent to immunosuppression and have up to a 32% increased incidence of graft failure. Similarly, adult patients from deprived areas and racial minorities have a higher risk of not initiating the transplant evaluation, lower rates of waitlisting, and a 6% higher risk of not being transplanted. Social deprivation is racially segregated, and Black recipients have an increased risk of post-transplant mortality by up to 21%. The mechanisms linking social deprivation to inferior outcomes are not entirely elucidated, and powered studies are still lacking. We offer a review of the most recent evidence linking social deprivation and post-liver transplant outcomes in pediatric and adult populations, as well as a literature-derived theoretical background model for future research on this topic.
Collapse
Affiliation(s)
- Paolo De Simone
- Liver Transplant Program, University of Pisa Medical School Hospital, Pisa, Italy
- Department of Surgical, Medical, Molecular Pathology and Intensive Care, University of Pisa, Pisa, Italy
| | - Giacomo Germani
- Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, Padua, Italy
| | - Quirino Lai
- General Surgery and Organ Transplantation Unit, La Sapienza University of Rome, Rome, Italy
| | - Juri Ducci
- Liver Transplant Program, University of Pisa Medical School Hospital, Pisa, Italy
| | - Francesco Paolo Russo
- Department of Surgery, Gastroenterology, Oncology and Gastroenterology, Padua University Hospital, Padua, Italy
| | - Stefano Gitto
- Internal Medicine and Liver Unit, Department of Experimental and Clinical Medicine, University Hospital Careggi, University of Florence, Florence, Italy
| | - Patrizia Burra
- Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, Padua, Italy
- Department of Surgery, Gastroenterology, Oncology and Gastroenterology, Padua University Hospital, Padua, Italy
| |
Collapse
|
12
|
Cullaro G, Ge J, Lee BP, Lai JC, Wadhwani SI. Association between neighborhood-based material deprivation and liver transplant waitlist registrants demographics and mortality. Clin Transplant 2024; 38:e15189. [PMID: 37937349 PMCID: PMC10842435 DOI: 10.1111/ctr.15189] [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: 04/24/2023] [Revised: 09/29/2023] [Accepted: 10/28/2023] [Indexed: 11/09/2023]
Abstract
BACKGROUND & AIMS Liver transplantation for alcohol-related liver disease (ARLD) has increased. We examined temporal trends in ARLD listing practices by neighborhood deprivation and evaluated the impact of neighborhood deprivation on waitlist mortality. METHODS We included all adults > 18 years listed 2008-2019 in the UNOS registry. Our primary exposure was the neighborhood socioeconomic deprivation index based on patients' listing zip codes. We determined temporal trends in an ARLD listing diagnosis. We modeled ARLD listing diagnosis using logistic regression and waitlist mortality using Cox proportional hazards models. RESULTS The waitlist contained an increasing proportion of patients listed with ARLD over the study period; however, this rate increased the least for patients from the most deprived tertile (p < .001). Patients from the most deprived tertile were the least likely to be listed with ARLD (OR: .97, 95CI: .95-.98). In our adjusted model, patients from the most deprived tertile had an increased hazard of waitlist mortality (OR: 1.10, 95CI: 1.06-1.14). CONCLUSION Neighborhood deprivation was associated with a decreased likelihood of being listed with ARLD, suggesting that transplant for ARLD is inequitably available. The increased mortality associated with neighborhood deprivation demands future work to uncover the underlying reasons for this disparity.
Collapse
Affiliation(s)
- Giuseppe Cullaro
- Division of Gastroenterology, University of California, San Francisco, CA, USA
| | - Jin Ge
- Division of Gastroenterology, University of California, San Francisco, CA, USA
| | - Brian P Lee
- Division of Gastroenterology and Liver Diseases, University of Southern California, Los Angeles, CA, USA
| | - Jennifer C. Lai
- Division of Gastroenterology, University of California, San Francisco, CA, USA
| | - Sharad I Wadhwani
- Department of Pediatrics, University of California, San Francisco, San Francisco, California, USA
| |
Collapse
|
13
|
Antala S, DiNorcia J, Bucuvalas J. Balancing immunosuppression in pediatric liver transplantation: Playing the long game. Pediatr Transplant 2023; 27:e14575. [PMID: 37439035 DOI: 10.1111/petr.14575] [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: 05/08/2023] [Accepted: 07/03/2023] [Indexed: 07/14/2023]
Abstract
The overarching goal in the care of pediatric liver transplant recipients is to optimize allograft and patient health. Balancing immunosuppression to maintain allograft health while avoiding medication side effects is essential for long-term survival and optimal quality of life in pediatric liver transplant recipients. Utilizing precision medicine to personalize immunosuppression, which includes minimization and withdrawal, is core to this effort. The unique anatomy and physiology of the liver make it more tolerant to immune-mediated injury and a more favorable organ for immunosuppression minimization and withdrawal. However, several challenges exist. Standard biochemical values and histologic features may not reliably predict allograft health after a reduction in immunosuppression. Additionally, biochemical values alone do not reliably identify which patients can successfully develop operational tolerance, as there may be occult allograft injury despite normal liver enzymes. Finally, the durability of tolerance after successful reduction in immunosuppression remains uncertain over time. Innovative tools show promise in circumventing these challenges, but more research is needed to determine actual clinical utility. While immunosuppression-free transplant may not be a current reality for most pediatric liver transplant recipients, strategies to safely minimize immunosuppression without compromising allograft health are within reach. Each liver allograft and recipient pair requires a different degree of immune modulation, and through a structured process of minimization and withdrawal, immunosuppression can indeed be tailored in a precise, personalized way to optimize outcomes. This review focuses on the progress that has been made to individualize immunosuppression in pediatric liver transplantation to ensure optimal allograft and recipient health.
Collapse
Affiliation(s)
- Swati Antala
- Department of Pediatrics, Icahn School of Medicine, Kravis Children's Hospital at Mount Sinai, New York City, New York, USA
| | - Joseph DiNorcia
- Recanati-Miller Transplantation Institute, Mount Sinai Hospital, New York City, New York, USA
| | - John Bucuvalas
- Department of Pediatrics, Icahn School of Medicine, Kravis Children's Hospital at Mount Sinai, New York City, New York, USA
| |
Collapse
|
14
|
McElroy LM, Schappe T, Mohottige D, Davis L, Peskoe SB, Wang V, Pendergast J, Boulware LE. Racial Equity in Living Donor Kidney Transplant Centers, 2008-2018. JAMA Netw Open 2023; 6:e2347826. [PMID: 38100105 PMCID: PMC10724764 DOI: 10.1001/jamanetworkopen.2023.47826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Accepted: 10/30/2023] [Indexed: 12/18/2023] Open
Abstract
Importance It is unclear whether center-level factors are associated with racial equity in living donor kidney transplant (LDKT). Objective To evaluate center-level factors and racial equity in LDKT during an 11-year time period. Design, Setting, and Participants A retrospective cohort longitudinal study was completed in February 2023, of US transplant centers with at least 12 annual LDKTs from January 1, 2008, to December 31, 2018, identified in the Health Resources Services Administration database and linked to the US Renal Data System and the Scientific Registry of Transplant Recipients. Main Outcomes and Measures Observed and model-based estimated Black-White mean LDKT rate ratios (RRs), where an RR of 1 indicates racial equity and values less than 1 indicate a lower rate of LDKT of Black patients compared with White patients. Estimated yearly best-case center-specific LDKT RRs between Black and White individuals, where modifiable center characteristics were set to values that would facilitate access to LDKT. Results The final cohorts of patients included 394 625 waitlisted adults, of whom 33.1% were Black and 66.9% were White, and 57 222 adult LDKT recipients, of whom 14.1% were Black and 85.9% were White. Among 89 transplant centers, estimated yearly center-level RRs between Black and White individuals accounting for center and population characteristics ranged from 0.0557 in 2008 to 0.771 in 2018. The yearly median RRs ranged from 0.216 in 2016 to 0.285 in 2010. Model-based estimations for the hypothetical best-case scenario resulted in little change in the minimum RR (from 0.0557 to 0.0549), but a greater positive shift in the maximum RR from 0.771 to 0.895. Relative to the observed 582 LDKT in Black patients and 3837 in White patients, the 2018 hypothetical model estimated an increase of 423 (a 72.7% increase) LDKTs for Black patients and of 1838 (a 47.9% increase) LDKTs for White patients. Conclusions and Relevance In this cohort study of patients with kidney failure, no substantial improvement occurred over time either in the observed or the covariate-adjusted estimated RRs. Under the best-case hypothetical estimations, modifying centers' participation in the paired exchange and voucher programs and increased access to public insurance may contribute to improved racial equity in LDKT. Additional work is needed to identify center-level and program-specific strategies to improve racial equity in access to LDKT.
Collapse
Affiliation(s)
- Lisa M. McElroy
- Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Tyler Schappe
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, North Carolina
| | - Dinushika Mohottige
- Institute of Health Equity Research and Barbara T. Murphy Division of Nephrology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - LaShara Davis
- Department of Surgery and J. C. Walter Jr Transplant Center, Houston Methodist Hospital, Houston, Texas
| | - Sarah B. Peskoe
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, North Carolina
| | - Virginia Wang
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina
| | - Jane Pendergast
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, North Carolina
| | - L. Ebony Boulware
- Wake Forest University School of Medicine, Winston Salem, North Carolina
| |
Collapse
|
15
|
Jayasooriya N, Pollok RC, Blackwell J, Bottle A, Petersen I, Creese H, Saxena S. Adherence to 5-aminosalicylic acid maintenance treatment in young people with ulcerative colitis: a retrospective cohort study in primary care. Br J Gen Pract 2023; 73:e850-e857. [PMID: 37666511 PMCID: PMC10498382 DOI: 10.3399/bjgp.2023.0006] [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: 01/03/2023] [Accepted: 05/16/2023] [Indexed: 09/06/2023] Open
Abstract
BACKGROUND Maintenance treatment with 5-aminosalicylic acid (5-ASA) is recommended in ulcerative colitis (UC), but accurate estimates of discontinuation and adherence in adolescents transitioning to young adulthood are lacking. AIM To determine rates and risk factors for discontinuation and adherence to oral 5-ASA in adolescents and young adults 1 year following diagnosis of UC. DESIGN AND SETTING Observational cohort study using the UK Clinical Practice Research Datalink among adolescents and young adults (aged 10-24 years) diagnosed with UC between 1 January 1998 and 1 May 2016. METHOD Time to oral 5-ASA discontinuation (days) and adherence rates (proportion of days covered) were calculated during the first year of treatment using Kaplan-Meier survival analysis. Cox regression models were built to estimate the impact of sociodemographic and health-related risk factors. RESULTS Among 607 adolescents and young adults starting oral 5-ASA maintenance treatment, one-quarter (n = 152) discontinued within 1 month and two- thirds (n = 419) within 1 year. Discontinuation was higher among those aged 18-24 years (74%) than younger age groups (61% and 56% in those aged 10-14 and 15-17 years, respectively). Adherence was lower among young adults than adolescents (69% in those aged 18-24 years versus 80% in those aged 10-14 years). Residents in deprived versus affluent postcodes were more likely to discontinue treatment (adjusted hazard ratio [aHR] 1.46, 95% confidence interval [CI] = 1.10 to 1.92). Early corticosteroid use for an acute flare lowered the likelihood of oral 5-ASA discontinuation (aHR 0.68, 95% CI = 0.51 to 0.90). CONCLUSION The first year of starting long-term therapies in adolescents and young adults diagnosed with UC is a critical window for active follow-up of maintenance treatment, particularly in those aged 18-24 years and those living in deprived postcodes.
Collapse
Affiliation(s)
- Nishani Jayasooriya
- Department of Gastroenterology, St George's University Hospitals NHS Foundation Trust, London, UK
| | - Richard C Pollok
- Department of Gastroenterology, St George's University Hospitals NHS Foundation Trust, London, UK
| | | | - Alex Bottle
- School of Public Health, Imperial College London, London, UK
| | - Irene Petersen
- Department of Primary Care and Population Health, University College London, London, UK; Department of Clinical Epidemiology, Aarhus University, Aarhus, Denmark
| | - Hanna Creese
- School of Public Health, Imperial College London, London, UK
| | - Sonia Saxena
- School of Public Health, Imperial College London, London, UK
| |
Collapse
|
16
|
Yilma M, Dalal N, Wadhwani SI, Hirose R, Mehta N. Geographic disparities in access to liver transplantation. Liver Transpl 2023; 29:987-997. [PMID: 37232214 PMCID: PMC10914246 DOI: 10.1097/lvt.0000000000000182] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 04/08/2023] [Indexed: 05/27/2023]
Abstract
Since the Final Rule regarding transplantation was published in 1999, organ distribution policies have been implemented to reduce geographic disparity. While a recent change in liver allocation, termed acuity circles, eliminated the donor service area as a unit of distribution to decrease the geographic disparity of waitlisted patients to liver transplantation, recently published results highlight the complexity of addressing geographic disparity. From geographic variation in donor supply, as well as liver disease burden and differing model for end-stage liver disease (MELD) scores of candidates and MELD scores necessary to receive liver transplantation, to the urban-rural disparity in specialty care access, and to neighborhood deprivation (community measure of socioeconomic status) in liver transplant access, addressing disparities of access will require a multipronged approach at the patient, transplant center, and national level. Herein, we review the current knowledge of these disparities-from variation in larger (regional) to smaller (census tract or zip code) levels to the common etiologies of liver disease, which are particularly affected by these geographic boundaries. The geographic disparity in liver transplant access must balance the limited organ supply with the growing demand. We must identify patient-level factors that contribute to their geographic disparity and incorporate these findings at the transplant center level to develop targeted interventions. We must simultaneously work at the national level to standardize and share patient data (including socioeconomic status and geographic social deprivation indices) to better understand the factors that contribute to the geographic disparity. The complex interplay between organ distribution policy, referral patterns, and variable waitlisting practices with the proportion of high MELD patients and differences in potential donor supply must all be considered to create a national policy strategy to address the inequities in the system.
Collapse
Affiliation(s)
- Mignote Yilma
- Department of Surgery, University of California San Francisco
- National Clinician Scholars Program, University of California San Francisco
| | - Nicole Dalal
- Department of Medicine, University of California San Francisco
| | | | - Ryutaro Hirose
- Department of Transplant, University of California San Francisco
| | - Neil Mehta
- Department of Medicine, University of California San Francisco
| |
Collapse
|
17
|
Rana MKZ, Song X, Islam H, Paul T, Alaboud K, Waitman LR, Mosa ASM. Enrichment of a Data Lake to Support Population Health Outcomes Studies Using Social Determinants Linked EHR Data. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE PROCEEDINGS. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE 2023; 2023:448-457. [PMID: 37350893 PMCID: PMC10283101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/24/2023]
Abstract
The integration of electronic health records (EHRs) with social determinants of health (SDoH) is crucial for population health outcome research, but it requires the collection of identifiable information and poses security risks. This study presents a framework for facilitating de-identified clinical data with privacy-preserved geocoded linked SDoH data in a Data Lake. A reidentification risk detection algorithm was also developed to evaluate the transmission risk of the data. The utility of this framework was demonstrated through one population health outcomes research analyzing the correlation between socioeconomic status and the risk of having chronic conditions. The results of this study inform the development of evidence-based interventions and support the use of this framework in understanding the complex relationships between SDoH and health outcomes. This framework reduces computational and administrative workload and security risks for researchers and preserves data privacy and enables rapid and reliable research on SDoH-connected clinical data for research institutes.
Collapse
Affiliation(s)
- Md Kamruz Zaman Rana
- Department of Health Management and Informatics, University of Missouri, Columbia, Missouri
| | - Xing Song
- Department of Health Management and Informatics, University of Missouri, Columbia, Missouri
- Institute for Data Science and Informatics, University of Missouri, Columbia, Missouri
| | - Humayera Islam
- Department of Health Management and Informatics, University of Missouri, Columbia, Missouri
- Institute for Data Science and Informatics, University of Missouri, Columbia, Missouri
| | - Tanmoy Paul
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, Missouri
| | - Khuder Alaboud
- Institute for Data Science and Informatics, University of Missouri, Columbia, Missouri
| | - Lemuel R Waitman
- Department of Health Management and Informatics, University of Missouri, Columbia, Missouri
- Institute for Data Science and Informatics, University of Missouri, Columbia, Missouri
| | - Abu S M Mosa
- Department of Health Management and Informatics, University of Missouri, Columbia, Missouri
- Institute for Data Science and Informatics, University of Missouri, Columbia, Missouri
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, Missouri
| |
Collapse
|
18
|
Strauss AT, Moughames E, Jackson JW, Malinsky D, Segev DL, Hamilton JP, Garonzik-Wang J, Gurakar A, Cameron A, Dean L, Klein E, Levin S, Purnell TS. Critical interactions between race and the highly granular area deprivation index in liver transplant evaluation. Clin Transplant 2023; 37:e14938. [PMID: 36786505 PMCID: PMC10175104 DOI: 10.1111/ctr.14938] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 02/01/2023] [Accepted: 02/09/2023] [Indexed: 02/15/2023]
Abstract
Neighborhood socioeconomic deprivation may have important implications on disparities in liver transplant (LT) evaluation. In this retrospective cohort study, we constructed a novel dataset by linking individual patient-level data with the highly granular Area Deprivation Index (ADI), which is advantageous over other neighborhood measures due to: specificity of Census Block-Group (versus Census Tract, Zip code), scoring, and robust variables. Our cohort included 1377 adults referred to our center for LT evaluation 8/1/2016-12/31/2019. Using modified Poisson regression, we tested for effect measure modification of the association between neighborhood socioeconomic status (nSES) and LT evaluation outcomes (listing, initiating evaluation, and death) by race and ethnicity. Compared to patients with high nSES, those with low nSES were at higher risk of not being listed (aRR = 1.14; 95%CI 1.05-1.22; p < .001), of not initiating evaluation post-referral (aRR = 1.20; 95%CI 1.01-1.42; p = .03) and of dying without initiating evaluation (aRR = 1.55; 95%CI 1.09-2.2; p = .01). While White patients with low nSES had similar rates of listing compared to White patients with high nSES (aRR = 1.06; 95%CI .96-1.17; p = .25), Underrepresented patients from neighborhoods with low nSES incurred 31% higher risk of not being listed compared to Underrepresented patients from neighborhoods with high nSES (aRR = 1.31; 95%CI 1.12-1.5; p < .001). Interventions addressing neighborhood deprivation may not only benefit patients with low nSES but may address racial and ethnic inequities.
Collapse
Affiliation(s)
- Alexandra T. Strauss
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Eric Moughames
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - John W. Jackson
- Department of Epidemiology, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD
| | - Daniel Malinsky
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, NY
| | - Dorry L. Segev
- Department of Surgery, New York University, Grossman School of Medicine, New York, NY
| | - James P. Hamilton
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Jacqueline Garonzik-Wang
- Department of Surgery, University of Wisconsin, School of Medicine and Public Health, Madison, WI
| | - Ahmet Gurakar
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Andrew Cameron
- Department of Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD
| | - Lorraine Dean
- Department of Epidemiology, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD
| | - Eili Klein
- Department of Emergency Medicine, Johns Hopkins University, School of Medicine, Baltimore, MD
| | - Scott Levin
- Department of Emergency Medicine, Johns Hopkins University, School of Medicine, Baltimore, MD
| | - Tanjala S. Purnell
- Department of Epidemiology, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD
| |
Collapse
|
19
|
Yoeli D, Feldman AG, Choudhury RA, Moore HB, Sundaram SS, Nydam TL, Wachs ME, Pomfret EA, Adams MA, Jackson WE. Can non-directed living liver donation help improve access to grafts and correct socioeconomic disparities in pediatric liver transplantation? Pediatr Transplant 2023; 27:e14428. [PMID: 36329627 PMCID: PMC10132215 DOI: 10.1111/petr.14428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 02/10/2022] [Accepted: 05/05/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Each year, children die awaiting LT as the demand for grafts exceeds the available supply. Candidates with public health insurance are significantly less likely to undergo both deceased donor LT and D-LLD LT. ND-LLD is another option to gain access to a graft. The aim of this study was to evaluate if recipient insurance type is associated with likelihood of D-LLD versus ND-LLD LT. METHODS The SRTR/OPTN database was reviewed for pediatric LDLT performed between January 1, 2014 (Medicaid expansion era) and December 31, 2019 at centers that performed ≥1 ND-LLD LDLT during the study period. A multivariable logistic regression was performed to assess relationship between type of living donor (directed vs. non-directed) and recipient insurance. RESULTS Of 299 pediatric LDLT, 46 (15%) were from ND-LLD performed at 18 transplant centers. Fifty-nine percent of ND-LLD recipients had public insurance in comparison to 40% of D-LLD recipients (p = .02). Public insurance was associated with greater odds of ND-LLD in comparison to D-LLD upon multivariable logistic regression (OR 2.37, 95% CI 1.23-4.58, p = .01). CONCLUSIONS ND-LLD allows additional children to receive LTs and may help address some of the socioeconomic disparity in pediatric LDLT, but currently account for only a minority of LDLT and are only performed at a few institutions. Initiatives to improve access to both D-LLD and ND-LLD transplants are needed.
Collapse
Affiliation(s)
- Dor Yoeli
- Division of Transplantation, Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado, USA.,Division of Abdominal Transplant Surgery, Department of Surgery, Children's Hospital Colorado, Aurora, Colorado, USA
| | - Amy G Feldman
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatric Medicine, The Digestive Health Institute, Children's Hospital Colorado, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Rashikh A Choudhury
- Division of Transplantation, Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Hunter B Moore
- Division of Transplantation, Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Shikha S Sundaram
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatric Medicine, The Digestive Health Institute, Children's Hospital Colorado, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Trevor L Nydam
- Division of Transplantation, Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Michael E Wachs
- Division of Transplantation, Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado, USA.,Division of Abdominal Transplant Surgery, Department of Surgery, Children's Hospital Colorado, Aurora, Colorado, USA
| | - Elizabeth A Pomfret
- Division of Transplantation, Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Megan A Adams
- Division of Transplantation, Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado, USA.,Division of Abdominal Transplant Surgery, Department of Surgery, Children's Hospital Colorado, Aurora, Colorado, USA
| | - Whitney E Jackson
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
| |
Collapse
|
20
|
Park C, Schappe T, Peskoe S, Mohottige D, Chan NW, Bhavsar NA, Boulware LE, Pendergast J, Kirk AD, McElroy LM. A comparison of deprivation indices and application to transplant populations. Am J Transplant 2023; 23:377-386. [PMID: 36695687 DOI: 10.1016/j.ajt.2022.11.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Revised: 10/25/2022] [Accepted: 11/26/2022] [Indexed: 01/13/2023]
Abstract
The choice of deprivation index can influence conclusions drawn regarding the extent of deprivation within a community and the identification of the most deprived communities in the United States. This study aimed to determine the degree of correlation among deprivation indices commonly used to characterize transplant populations. We used a retrospective cohort consisting of adults listed for liver or kidney transplants between 2008 and 2018 to compare 4 deprivation indices: neighborhood deprivation index, social deprivation index (SDI), area deprivation index, and social vulnerability index. Pairwise correlation between deprivation indices by transplant referral regions was measured using Spearman correlations of population-weighted medians and upper quartiles. In total, 52 individual variables were used among the 4 deprivation indices with 25% overlap. For both organs, the correlation between the population-weighted 75th percentile of the deprivation indices by transplant referral region was highest between SDI and social vulnerability index (liver and kidney, 0.93) and lowest between area deprivation index and SDI (liver, 0.19 and kidney, 0.15). The choice of deprivation index affects the applicability of research findings across studies examining the relationship between social risk and clinical outcomes. Appropriate application of these measures to transplant populations requires careful index selection based on the intended use and included variable relevance.
Collapse
Affiliation(s)
- Christine Park
- Division of Abdominal Transplant, Department of Surgery, Duke University, Durham, NC, USA
| | - Tyler Schappe
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - Sarah Peskoe
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - Dinushika Mohottige
- Division of Nephrology, Department of Internal Medicine, Duke University, Duke University, Durham, NC, USA
| | - Norine W Chan
- Division of Abdominal Transplant, Department of Surgery, Duke University, Durham, NC, USA
| | - Nrupen A Bhavsar
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA; Division of General Internal Medicine, Department of Medicine, Duke University, Duke University, Durham, NC, USA
| | - L Ebony Boulware
- Division of General Internal Medicine, Department of Medicine, Duke University, Duke University, Durham, NC, USA
| | - Jane Pendergast
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - Allan D Kirk
- Division of Abdominal Transplant, Department of Surgery, Duke University, Durham, NC, USA
| | - Lisa M McElroy
- Division of Abdominal Transplant, Department of Surgery, Duke University, Durham, NC, USA; Department of Population Health Sciences, Duke University, Duke University, Durham, NC, USA.
| |
Collapse
|
21
|
Squires JE, Bilhartz J, Soltys K, Hafberg E, Mazariegos GV, Gupta NA, Anand R, Anderson SG, Miloh T. Factors associated with improved patient and graft survival beyond 1 year in pediatric liver transplantation. Liver Transpl 2022; 28:1899-1910. [PMID: 35555876 DOI: 10.1002/lt.26502] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 03/29/2022] [Accepted: 04/04/2022] [Indexed: 01/13/2023]
Abstract
With advances in surgical techniques, medical management, and more equitable allocation systems, children who receive a liver transplantation (LT) today can expect remarkable outcomes early after LT. However, beyond 1 year after transplant, attrition rates have not improved. We reviewed two separate eras (Era 1: January 1995-June 2004 vs. Era 2: July 2004-March 2018) of the Society of Pediatric Liver Transplantation registry to explore the evolution and associated factors contributing to late graft loss (LGL) and late mortality (LM). The fraction of long-term pediatric LT recipients surviving after 1 year with their first graft significantly improved (81.5% in Era 1 vs. 85.7% in Era 2; p < 0.0001). This improvement occurred despite significant changes in patient selection toward higher risk populations (p < 0.001) and without notable improvement in perioperative complications such as hepatic artery thrombosis (p = 0.24) and early posttransplant reoperation (p = 0.94) that have historically contributed to poor late-allograft outcomes. Improved outcomes were associated with changes in patient characteristics and perioperative practices, which subsequently impacted both early post-LT complications as well as other sequalae known to contribute to adverse events in long-term pediatric LT recipients. In conclusion, despite significant changes in patient selection toward higher risk populations, and without notable improvement in several perioperative complications known to contribute to poor late-allograft outcomes, significant improvements in LGL and a trend toward improvement in LM was seen in a more contemporary cohort of children receiving an LT.
Collapse
Affiliation(s)
- James E Squires
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jacob Bilhartz
- C. S. Mott Children's Hospital, University of Michigan Health, Ann Arbor, Michigan, USA
| | - Kyle Soltys
- Hillman Center for Pediatric Transplantation, Thomas E. Starzl Transplantation Institute, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Einar Hafberg
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - George V Mazariegos
- Hillman Center for Pediatric Transplantation, Thomas E. Starzl Transplantation Institute, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Nitika A Gupta
- Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, Georgia, USA
| | | | | | - Tamir Miloh
- Department of Pediatrics, University of Miami, Miami, Florida, USA
| | | |
Collapse
|
22
|
Wadhwani SI, Barrera AG, Shifman HP, Baker E, Bucuvalas J, Gottlieb LM, Kotagal U, Rhee SJ, Lai JC, Lyles CR. Caregiver perspectives on the everyday medical and social needs of long-term pediatric liver transplant patients. Liver Transpl 2022; 28:1735-1746. [PMID: 35524767 PMCID: PMC9949888 DOI: 10.1002/lt.26498] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 04/22/2022] [Accepted: 04/28/2022] [Indexed: 02/05/2023]
Abstract
Using in-depth interviews, we sought to characterize the everyday medical and social needs of pediatric liver transplant caregivers to inform the future design of solutions to improve care processes. Participants (parents/caregivers of pediatric liver transplant recipients) completed a survey (assessing socioeconomic status, economic hardship, health literacy, and social isolation). We then asked participants to undergo a 60-min virtual, semistructured qualitative interview to understand the everyday medical and social needs of the caregiver and their household. We intentionally oversampled caregivers who reported a social or economic hardship on the survey. Transcripts were analyzed using thematic analysis and organized around the Capability, Opportunity, Motivation-Behavior model. A total of 18 caregivers participated. Of the participants, 50% reported some form of financial strain, and about half had less than 4 years of college education. Caregivers had high motivation and capability in executing transplant-related tasks but identified several opportunities for improving care. Caregivers perceived the health system to lack capability in identifying and intervening on specific family social needs. Caregiver interviews revealed multiple areas in which family supports could be strengthened, including (1) managing indirect costs of prolonged hospitalizations (e.g., food, parking), (2) communicating with employers to support families' needs, (3) coordinating care across hospital departments, and (4) clarifying care team roles in helping families reduce both medical and social barriers. This study highlights the caregiver perspective on barriers and facilitators to posttransplant care. Future work should identify whether these themes are present across transplant centers. Caregiver perspectives should help inform future interventions aimed at improving long-term outcomes for children after liver transplantation.
Collapse
Affiliation(s)
| | | | - Holly P. Shifman
- Oakland University William Beaumont School of Medicine, Rochester, MI
| | - Ethel Baker
- University of California, San Francisco, San Francisco, CA
| | - John Bucuvalas
- Icahn School of Medicine at Mount Sinai, New York, NY
- Kravis Children’s Hospital, New York, NY
| | | | - Uma Kotagal
- Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Sue J. Rhee
- University of California, San Francisco, San Francisco, CA
| | | | | |
Collapse
|
23
|
The Utility of the Brokamp Area Deprivation Index as a Prescreen for Social Risk in Primary Care. J Pediatr 2022; 249:43-49. [PMID: 35779742 DOI: 10.1016/j.jpeds.2022.06.028] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Revised: 06/20/2022] [Accepted: 06/24/2022] [Indexed: 01/12/2023]
Abstract
OBJECTIVES To assess the relationship between an Area Deprivation Index (ADI) and a Social Determinant of Health (SDoH) measure within a diverse sample. A prescreening tool based on routinely collected information could reduce clinical burden by identifying patients impacted by SDoH for comprehensive assessment. STUDY DESIGN In total, 499 consented pediatric patient-families who spoke English, Spanish, or Arabic and had a child ≤12 years receiving primary care at a large academic institution were enrolled. Participants completed the Health Leads Social Needs (HLSN) survey. Residential address was extracted from the electronic health record to calculate Brokamp ADI at the census-tract level. The main outcome was the correlations between the total HLSN score and Brokamp ADI, overall and in each language subgroup. ADI distributions were also compared between participants with/without need for each of the 8 HLSN survey SDoH domains, using 2-sample t-tests and Pearson χ2 tests. RESULTS In total, 54.9% of participants were English-speaking, 30.9% were Spanish-speaking, and 14.2% were Arabic-speaking. Spearman correlations between Brokamp ADI and total HLSN score were overall (rs = 0.15; P = .001), English (rs = 0.12; P = .04), Spanish (rs = 0.03; P = .7), and Arabic (rs = 0.24; P = .04). SDoH domain analyses found significant ADI differences between those with/without need in housing instability, childcare, transportation, and health literacy. CONCLUSIONS There were small but statistically significant associations between the Brokamp ADI and total HLSN score and SDoH domains of housing instability, childcare, transportation, and health literacy. These findings support testing the Brokamp ADI as a prescreening tool to help identify patients with social needs in an outpatient clinical setting.
Collapse
|
24
|
Ebel NH, Lai JC, Bucuvalas JC, Wadhwani SI. A review of racial, socioeconomic, and geographic disparities in pediatric liver transplantation. Liver Transpl 2022; 28:1520-1528. [PMID: 35188708 PMCID: PMC9949889 DOI: 10.1002/lt.26437] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 01/21/2022] [Accepted: 02/15/2022] [Indexed: 02/07/2023]
Abstract
Equity is a core principle in both pediatrics and solid organ transplantation. Health inequities, specifically across race, socioeconomic position, or geography, reflect a moral failure. Ethical principles of prudential life span, maximin principle, and fair innings argue for allocation priority to children related to the number of life years gained, equal access to transplant, and equal opportunity for ideal posttransplant outcomes. Iterative policy changes have aimed to narrow these disparities to achieve pediatric transplant equity. These policy changes have focused on modifying pediatric priority for organ allocation to eliminate mortality on the pediatric transplant waiting list. Yet disparities remain in pediatric liver transplantation at all time points: from access to referral for transplantation, likelihood of living donor transplantation, use of exception narratives, waitlist mortality, and inequitable posttransplant outcomes. Black children are less likely to be petitioned for exception scores, have higher waitlist mortality, are less likely to be the recipient of a living donor transplant, and have worse posttransplant outcomes compared with White children. Children living in the most socioeconomically deprived neighborhoods have worse posttransplant outcomes. Children living farther from a transplant center have higher waitlist mortality. Herein we review the current knowledge of these racial and ethnic, socioeconomic, and geographic disparities for these children. To achieve equity, stakeholder engagement is required at all levels from providers and health delivery systems, learning networks, institutions, and society. Future initiatives must be swift, bold, and effective with the tripartite mission to inform policy changes, improve health care delivery, and optimize resource allocation to provide equitable transplant access, waitlist survival, and posttransplant outcomes for all children.
Collapse
Affiliation(s)
- Noelle H Ebel
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, Department of Pediatrics Stanford University Stanford California USA Division of Gastroenterology, Hepatology & NutritionDepartment of Medicine University of California San Francisco California USA Division of Pediatric HepatologyDepartment of Pediatrics Icahn School of Medicine at Mount Sinai New York New York USA Division of Pediatric Gastroenterology, Hepatology & Nutrition, Department of PediatricsUniversity of CaliforniaSan Francisco California USA
| | | | | | | |
Collapse
|
25
|
Schappe T, Peskoe S, Bhavsar N, Boulware LE, Pendergast J, McElroy LM. Geospatial Analysis of Organ Transplant Referral Regions. JAMA Netw Open 2022; 5:e2231863. [PMID: 36107423 PMCID: PMC9478781 DOI: 10.1001/jamanetworkopen.2022.31863] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
IMPORTANCE System and center-level interventions to improve health equity in organ transplantation benefit from robust characterization of the referral population served by each transplant center. Transplant referral regions (TRRs) define geographic catchment areas for transplant centers in the US, but accurately characterizing the demographics of populations within TRRs using US Census data poses a challenge. OBJECTIVE To compare 2 methods of linking US Census data with TRRs-a geospatial intersection method and a zip code cross-reference method. DESIGN, SETTING, AND PARTICIPANTS This cohort study compared spatial congruence of spatial intersection and zip code cross-reference methods of characterizing TRRs at the census block level. Data included adults aged 18 years and older on the waiting list for kidney transplant from 2008 through 2018. EXPOSURES End-stage kidney disease. MAIN OUTCOMES AND MEASURES Multiple assignments, where a census tract or block group crossed the boundary between 2 hospital referral regions and was assigned to multiple different TRRs; misassigned area, the portion of census tracts or block groups assigned to a TRR using either method but fall outside of the TRR boundary. RESULTS In total, 102 TRRs were defined for 238 transplant centers. The zip code cross-reference method resulted in 4627 multiple-assigned census block groups (representing 18% of US land area assigned to TRRs), while the spatial intersection method eliminated this problem. Furthermore, the spatial method resulted in a mean and median reduction in misassigned area of 65% and 83% across all TRRs, respectively, compared with the zip code cross-reference method. CONCLUSIONS AND RELEVANCE In this study, characterizing populations within TRRs with census block groups provided high spatial resolution, complete coverage of the country, and balanced population counts. A spatial intersection approach avoided errors due to duplicative and incorrect assignments, and allowed more detailed and accurate characterization of the sociodemographics of populations within TRRs; this approach can enrich transplant center knowledge of local referral populations, assist researchers in understanding how social determinants of health may factor into access to transplant, and inform interventions to improve heath equity.
Collapse
Affiliation(s)
- Tyler Schappe
- Duke University, School of Medicine, Durham, North Carolina
| | - Sarah Peskoe
- Duke University, School of Medicine, Durham, North Carolina
| | - Nrupen Bhavsar
- Duke University, School of Medicine, Durham, North Carolina
| | | | | | - Lisa M McElroy
- Duke University, School of Medicine, Durham, North Carolina
| |
Collapse
|
26
|
Banwell E, Collaco JM, Oates GR, Rice JL, Juarez LD, Young LR, McGrath-Morrow SA. Area deprivation and respiratory morbidities in children with bronchopulmonary dysplasia. Pediatr Pulmonol 2022; 57:2053-2059. [PMID: 35559602 PMCID: PMC9398958 DOI: 10.1002/ppul.25969] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 05/03/2022] [Accepted: 05/07/2022] [Indexed: 12/26/2022]
Abstract
INTRODUCTION Infants and children diagnosed with bronchopulmonary dysplasia (BPD) have a higher likelihood of recurrent hospitalizations and asthma-like symptoms. Socio-environmental factors that influence the frequency and severity of pulmonary symptoms in these children during the preschool age are poorly understood. In this study, we used the Area Deprivation Index (ADI) to evaluate the relationship between the socio-environmental exposures in children with BPD and respiratory outcomes during the first few years of life. METHODS A registry of subjects recruited from outpatient BPD clinics at Johns Hopkins University (n = 909) and the Children's Hospital of Philadelphia (n = 125) between January 2008 and October 2021 was used. Subjects were separated into tertiles by ADI scores aggregated to ZIP codes. Caregiver questionnaires were used to assess the frequency of respiratory morbidities and acute care usage for respiratory symptoms. RESULTS The mean gestational age of subjects was 26.8 ± 2.6 weeks with a mean birthweight of 909 ± 404 g. The highest tertile (most deprived) of ADI was significantly associated with emergency department visits (aOR 1.72; p = 0.009), hospital readmissions (aOR 1.66; p = 0.030), and activity limitations (aOR 1.55; p = 0.048) compared to the lowest tertile. No association was seen with steroid, antibiotic or rescue medication use, trouble breathing, or nighttime symptoms. CONCLUSION In this study, children with BPD who lived in areas of higher deprivation were more likely to be rehospitalized and have ED visits for respiratory reasons. Identifying socio-environmental factors that contribute to adverse pulmonary outcomes in children with BPD may provide opportunities for earlier interventions to improve long-term pulmonary outcomes.
Collapse
Affiliation(s)
- Emma Banwell
- Division of Pulmonary and Sleep Medicine, Children’s Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA
| | - Joseph M. Collaco
- Eudowood Division of Pediatric Respiratory Sciences, Johns Hopkins University, Baltimore, MD
| | | | - Jessica L. Rice
- Division of Pulmonary and Sleep Medicine, Children’s Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA
| | | | - Lisa R. Young
- Division of Pulmonary and Sleep Medicine, Children’s Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA
| | - Sharon A. McGrath-Morrow
- Division of Pulmonary and Sleep Medicine, Children’s Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA
| |
Collapse
|
27
|
Shifman HP, Rasnick E, Huang CY, Beck AF, Bucuvalas J, Lai JC, Wadhwani SI. Association of Primary Care Shortage Areas with Adverse Outcomes after Pediatric Liver Transplant. J Pediatr 2022; 246:103-109.e2. [PMID: 35301019 PMCID: PMC9987637 DOI: 10.1016/j.jpeds.2022.03.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 03/02/2022] [Accepted: 03/09/2022] [Indexed: 01/27/2023]
Abstract
OBJECTIVE To characterize associations between living in primary care shortage areas and graft failure/death for children after liver transplantation. STUDY DESIGN This was an observational study of all pediatric patients (aged <19 years) who received a liver transplant between January 1, 2005, and December 31, 2015 in the US, with follow-up through January 2019 (N = 5964). One hundred ninety-five patients whose home ZIP code could not be matched to primary care shortage area status were excluded. The primary outcome was a composite endpoint of graft failure or death. We used Cox proportional hazards to model the associations between health professional shortage area (HPSA) and graft failure/death. RESULTS Children living in HPSAs had lower estimated graft survival rates at 10 years compared with those not in HPSAs (76% vs 80%; P < .001). In univariable analysis, residence in an HPSA was associated with a 22% higher hazard of graft failure/death than non-residence in an HPSA (hazard ratio [HR], 1.22; 95% CI, 1.09-1.36; P < .001). Black children from HPSAs had a 67% higher hazard of graft failure/death compared with those not in HPSAs (HR, 1.67; 95% CI, 1.29 to 2.16; P = .006); the effect of HPSA status was less pronounced for White children (HR, 1.11; 95% CI, 0.98-1.27; P = .10). CONCLUSIONS Children living in primary care shortage areas are at increased risk of graft failure and death after liver transplant, and this risk is particularly salient for Black children. Future work to understand how living in these regions contributes to adverse outcomes may enable teams to mitigate this risk for all children with chronic illness.
Collapse
Affiliation(s)
- Holly P Shifman
- School of Medicine, Oakland University William Beaumont, Rochester, MI
| | - Erika Rasnick
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Chiung-Yu Huang
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, CA
| | - Andrew F Beck
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, University of Cincinnati School of Medicine, Cincinnati, OH
| | - John Bucuvalas
- Division of Hepatology, Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY; Division of Hepatology, Department of Pediatrics, Kravis Children's Hospital, New York, NY
| | - Jennifer C Lai
- Division of Gastroenterology, Hepatology & Nutrition, Department of Medicine, University of California San Francisco, San Francisco, CA
| | - Sharad I Wadhwani
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, Department of Pediatrics, University of California San Francisco, San Francisco, CA.
| |
Collapse
|
28
|
Lieber SR, Kim HP, Baldelli L, Nash R, Teal R, Magee G, Desai CS, Loiselle MM, Lee SC, Singal AG, Marrero JA, Barritt AS, Evon DM. Early Survivorship After Liver Transplantation: A Qualitative Study Identifying Challenges in Recovery From the Patient and Caregiver Perspective. Liver Transpl 2022; 28:422-436. [PMID: 34529886 PMCID: PMC10548343 DOI: 10.1002/lt.26303] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 09/06/2021] [Accepted: 09/11/2021] [Indexed: 02/04/2023]
Abstract
Survivorship after liver transplantation (LT) is a novel concept providing a holistic view of the arduous recovery experienced after transplantation. We explored components of early survivorship including physical, emotional, and psychological challenges to identify intervention targets for improving the recovery process of LT recipients and caregivers. A total of 20 in-person interviews were conducted among adults 3 to 6 months after LT. Trained qualitative research experts conducted interviews, coded, and analyzed transcripts to identify relevant themes and representative quotes. Early survivorship comprises overcoming (1) physical challenges, with the most challenging experiences involving mobility, driving, dietary modifications, and medication adherence, and (2) emotional and psychological challenges, including new health concerns, financial worries, body image/identity struggles, social isolation, dependency issues, and concerns about never returning to normal. Etiology of liver disease informed survivorship experiences including some patients with hepatocellular carcinoma expressing decisional regret or uncertainty in light of their post-LT experiences. Important topics were identified that framed LT recovery including setting expectations about waitlist experiences, hospital recovery, and ongoing medication requirements. Early survivorship after LT within the first 6 months involves a wide array of physical, emotional, and psychological challenges. Patients and caregivers identified what they wish they had known prior to LT and strategies for recovery, which can inform targeted LT survivorship interventions.
Collapse
Affiliation(s)
- Sarah R. Lieber
- Division of Digestive and Liver Diseases, Department of Medicine, University of Texas Southwestern, Dallas, TX
| | - Hannah P. Kim
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Luke Baldelli
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Rebekah Nash
- Department of Psychiatry, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Randall Teal
- Connected Health Applications and Interventions, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Gabrielle Magee
- Center for Gastrointestinal Biology and Disease, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Chirag S. Desai
- Division of Transplantation, Department of Surgery, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Marci M. Loiselle
- Division of Behavioral Medicine, Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - Simon C. Lee
- Department of Population and Data Sciences, University of Texas Southwestern Medical, Dallas, TX
| | - Amit G. Singal
- Division of Digestive and Liver Diseases, Department of Medicine, University of Texas Southwestern, Dallas, TX
| | - Jorge A. Marrero
- Division of Digestive and Liver Diseases, Department of Medicine, University of Texas Southwestern, Dallas, TX
| | - A. Sidney Barritt
- Division of Gastroenterology and Hepatology, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Donna M. Evon
- Division of Gastroenterology and Hepatology, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, NC
| |
Collapse
|
29
|
Kanneganti M, Xu Y, Huang YS, Kitt E, Fisher BT, Abt PL, Rand EB, Schaubel DE, Bittermann T. Center Variability in Acute Rejection and Biliary Complications After Pediatric Liver Transplantation. Liver Transpl 2022; 28:454-465. [PMID: 34365719 PMCID: PMC8821725 DOI: 10.1002/lt.26259] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 07/09/2021] [Accepted: 07/28/2021] [Indexed: 01/13/2023]
Abstract
Transplant center performance and practice variation for pediatric post-liver transplantation (LT) outcomes other than survival are understudied. This was a retrospective cohort study of pediatric LT recipients who received transplants between January 1, 2006, and May 31, 2017, using United Network for Organ Sharing (UNOS) data that were merged with the Pediatric Health Information System database. Center effects for the acute rejection rate at 1 year after LT (AR1) using UNOS coding and the biliary complication rate at 1 year after LT (BC1) using inpatient billing claims data were estimated by center-specific rescaled odds ratios that accounted for potential differences in recipient and donor characteristics. There were 2216 pediatric LT recipients at 24 freestanding children's hospitals in the United States during the study period. The median unadjusted center rate of AR1 was 36.92% (interquartile range [IQR], 22.36%-44.52%), whereas that of BC1 was 32.29% (IQR, 26.14%-40.44%). Accounting for recipient case mix and donor factors, 5/24 centers performed better than expected with regard to AR1, whereas 3/24 centers performed worse than expected. There was less heterogeneity across the center effects for BC1 than for AR1. There was no relationship observed between the center effects for AR1 or BC1 and center volume. Beyond recipient and allograft factors, differences in transplant center management are an important driver of center AR1 performance, and less so of BC1 performance. Further research is needed to identify the sources of variability so as to implement the most effective solutions to broadly enhance outcomes for pediatric LT recipients.
Collapse
Affiliation(s)
- Mounika Kanneganti
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Yuwen Xu
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA
| | - Yuan-Shung Huang
- Center for Pediatric Clinical Effectiveness, The Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Eimear Kitt
- Division of Infectious Diseases, The Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Brian T Fisher
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA,Division of Infectious Diseases, The Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Peter L Abt
- Department of Surgery, University of Pennsylvania, Philadelphia, PA
| | - Elizabeth B Rand
- Division of Gastroenterology, Hepatology and Nutrition, The Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Douglas E Schaubel
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA
| | - Therese Bittermann
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA,Division of Gastroenterology, Hepatology and Nutrition, The Children’s Hospital of Philadelphia, Philadelphia, PA,Division of Gastroenterology and Hepatology, University of Pennsylvania, Philadelphia, PA
| |
Collapse
|
30
|
Wadhwani SI, Ge J, Gottlieb L, Lyles C, Beck AF, Bucuvalas J, Neuhaus J, Kotagal U, Lai JC. Racial/ethnic disparities in wait-list outcomes are only partly explained by socioeconomic deprivation among children awaiting liver transplantation. Hepatology 2022; 75:115-124. [PMID: 34387881 PMCID: PMC8934136 DOI: 10.1002/hep.32106] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 07/20/2021] [Accepted: 07/31/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND AND AIMS Racial/ethnic minority children have worse liver transplant (LT) outcomes. We evaluated whether neighborhood socioeconomic deprivation affected associations between race/ethnicity and wait-list mortality. APPROACH AND RESULTS We included children (age <18) listed 2005-2015 in the Scientific Registry of Transplant Recipients. We categorized patients as non-Hispanic White, Black, Hispanic, and other. We matched patient ZIP codes to a neighborhood socioeconomic deprivation index (range, 0-1; higher values indicate worse deprivation). Primary outcomes were wait-list mortality, defined as death/delisting for too sick, and receipt of living donor liver transplant (LDLT). Competing risk analyses modeled the association between race/ethnicity and wait-list mortality, with deceased donor liver transplant (DDLT) and LDLT as competing risks, and race/ethnicity and LDLT, with wait-list mortality and DDLT as competing risks. Of 7716 children, 17% and 24% identified as Black and Hispanic, respectively. Compared to White children, Black and Hispanic children had increased unadjusted hazard of wait-list mortality (subhazard ratio [sHR], 1.44; 95% CI, 1.18, 1.75 and sHR, 1.48; 95% CI, 1.25, 1.76, respectively). After adjusting for neighborhood deprivation, insurance, and listing laboratory Model for End-Stage Liver Disease/Pediatric End-Stage Liver Disease, Black and Hispanic children did not have increased hazard of wait-list mortality (sHR, 1.12; 95% CI, 0.91, 1.39 and sHR, 1.21; 95% CI, 1.00, 1.47, respectively). Similarly, Black and Hispanic children had a decreased likelihood of LDLT (sHR, 0.58; 95% CI, 0.45, 0.75 and sHR, 0.61; 95% CI, 0.49, 0.75, respectively). Adjustment attenuated the effect of Black and Hispanic race/ethnicity on likelihood of LDLT (sHR, 0.79; 95% CI, 0.60, 1.02 and sHR, 0.89; 95% CI, 0.70, 1.11, respectively). CONCLUSIONS Household and neighborhood socioeconomic factors and disease severity at wait-list entry help explain racial/ethnic disparities for children awaiting transplant. A nuanced understanding of how social adversity contributes to wait-list outcomes may inform strategies to improve outcomes.
Collapse
Affiliation(s)
| | - Jin Ge
- University of California, San Francisco, San Francisco, CA
| | - Laura Gottlieb
- University of California, San Francisco, San Francisco, CA
| | - Courtney Lyles
- University of California, San Francisco, San Francisco, CA
| | - Andrew F. Beck
- University of Cincinnati College of Medicine, Cincinnati, OH,Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - John Bucuvalas
- Icahn School of Medicine at Mount Sinai, New York, NY,Kravis Children’s Hospital at Mount Sinai, New York, NY
| | - John Neuhaus
- University of California, San Francisco, San Francisco, CA
| | - Uma Kotagal
- University of Cincinnati College of Medicine, Cincinnati, OH,Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | | |
Collapse
|
31
|
Reidy BL, Powers SW, Coffey CS, Chamberlin LA, Ecklund DJ, Klingner EA, Yankey JW, Korbee LL, Porter LL, Peugh J, Kabbouche MA, Kacperski J, Hershey AD. Multimodal Assessment of Medication Adherence Among Youth With Migraine: An Ancillary Study of the CHAMP Trial. J Pediatr Psychol 2021; 47:376-387. [PMID: 34865085 DOI: 10.1093/jpepsy/jsab123] [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: 06/01/2021] [Revised: 10/26/2021] [Accepted: 10/27/2021] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE Examine preventive medication adherence among youth with migraine. METHODS Adherence (self-report, pill count, and blood serum drug levels) was assessed as an ancillary study that utilized data from 328 CHAMP Study participants (ages 8-17). CHAMP was a multisite trial of preventive medications. Participants completed a prospective headache diary during a six-month active treatment period during which youth took amitriptyline, topiramate, or placebo pill twice daily. Self-reported medication adherence was collected via daily diary. At monthly study visits, pill count measures were captured. At trial month 3 (trial midpoint) and 6 (end of active trial), blood serum drug levels were obtained. Self-report and pill count adherence percentages were calculated for the active trial period, at each monthly study visit, and in the days prior to participants' mid-trial blood draw. Percentages of nonzero drug levels were calculated to assess blood serum drug level data. Adherence measures were compared and assessed in context of several sociodemographic factors. Multiple regression analyses investigated medication adherence as a predictor of headache outcomes. RESULTS Self-report and pill count adherence rates were high (over 90%) and sustained over the course of the trial period. Serum drug level adherence rates were somewhat lower and decreased significantly (from 84% to 76%) across the trial period [t (198) = 3.23, p = .001]. Adherence measures did not predict headache days at trial end; trial midpoint serum drug levels predicted headache-related disability. CONCLUSIONS Youth with migraine can demonstrate and sustain relatively high levels of medication adherence over the course of a clinical trial.
Collapse
Affiliation(s)
- Brooke L Reidy
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, USA.,Department of Pediatrics, University of Cincinnati College of Medicine, USA
| | - Scott W Powers
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, USA.,Department of Pediatrics, University of Cincinnati College of Medicine, USA
| | - Christopher S Coffey
- Department of Biostatistics, Clinical Trials Statistical and Data Management Center, University of Iowa, USA
| | - Leigh A Chamberlin
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, USA
| | - Dixie J Ecklund
- Department of Biostatistics, Clinical Trials Statistical and Data Management Center, University of Iowa, USA
| | - Elizabeth A Klingner
- Department of Biostatistics, Clinical Trials Statistical and Data Management Center, University of Iowa, USA
| | - Jon W Yankey
- Department of Biostatistics, Clinical Trials Statistical and Data Management Center, University of Iowa, USA
| | | | - Linda L Porter
- The National Institute of Neurological Disorders and Stroke, USA
| | - James Peugh
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, USA
| | - Marielle A Kabbouche
- Department of Pediatrics, University of Cincinnati College of Medicine, USA.,Division of Neurology, Cincinnati Children's Hospital Medical Center, USA
| | - Joanne Kacperski
- Department of Pediatrics, University of Cincinnati College of Medicine, USA.,Division of Neurology, Cincinnati Children's Hospital Medical Center, USA
| | - Andrew D Hershey
- Department of Pediatrics, University of Cincinnati College of Medicine, USA.,Division of Neurology, Cincinnati Children's Hospital Medical Center, USA
| | | |
Collapse
|
32
|
Wadhwani SI, Gottlieb L, Bucuvalas JC, Lyles C, Lai JC. Addressing Social Adversity to Improve Outcomes for Children After Liver Transplant. Hepatology 2021; 74:2824-2830. [PMID: 34320247 PMCID: PMC8542632 DOI: 10.1002/hep.32073] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 05/25/2021] [Accepted: 07/24/2021] [Indexed: 01/03/2023]
Abstract
The social determinants of health, defined as the conditions in which we live, learn, work, and play, undoubtedly impact health outcomes. Social adversity in childhood perpetuates over the life course and has consequences extending into adulthood. This link between social adversity and adverse outcomes extends to children undergoing liver transplant, with children from socioeconomically deprived neighborhoods experiencing a greater burden of morbidity and mortality after transplant. Yet, we lack an in-depth understanding of how to address social adversity for these children. Herein, we lay out a strategy to develop and test interventions to address social adversity for children undergoing liver transplant. To do so, we believe that more granular data on how specific social risk factors (e.g., food insecurity) impact outcomes for children after liver transplant are needed. This will provide the liver transplant community with knowledge on the most pressing problems. Then, using the National Academies of Sciences, Engineering, and Medicine's framework for integrating social needs into medical care, the health system can start to develop and test health system interventions. We believe that attending to our patients' social adversity will realize improved outcomes for children undergoing liver transplant.
Collapse
Affiliation(s)
| | - Laura Gottlieb
- University of California, San Francisco, San Francisco,
CA
| | - John C. Bucuvalas
- Icahn School of Medicine at Mount Sinai, New York,
NY,Kravis Children’s Hospital, New York, NY
| | - Courtney Lyles
- University of California, San Francisco, San Francisco,
CA
| | | |
Collapse
|
33
|
Wadhwani SI, Huang CY, Gottlieb L, Beck AF, Bucuvalas J, Kotagal U, Lyles C, Lai JC. Center variation in long-term outcomes for socioeconomically deprived children. Am J Transplant 2021; 21:3123-3132. [PMID: 33565227 PMCID: PMC8353008 DOI: 10.1111/ajt.16529] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 02/04/2021] [Accepted: 02/05/2021] [Indexed: 01/25/2023]
Abstract
Neighborhood socioeconomic deprivation is associated with adverse outcomes after pediatric liver transplant. We sought to determine if this relationship varies by transplant center. Using SRTR, we included patients <18 years transplanted 2008-2013 (N = 2804). We matched patient ZIP codes to a deprivation index (range [0,1]; higher values indicate increased socioeconomic deprivation). A center-level patient-mix deprivation index was defined by the distribution of patient-level deprivation. Centers (n = 66) were classified as high or low deprivation if their patient-mix deprivation index was above or below the median across centers. Center quality was classified as low or high graft failure if graft survival rates were better or worse than the overall 10-year graft survival rate. Primary outcome was patient-level graft survival. We used random-effect Cox models to evaluate center-level covariates on graft failure. We modeled center quality using stratified Cox models. In multivariate analysis, each 0.1 increase in the patient-mix deprivation index was associated with increased hazard of graft failure (HR 1.32; 95%CI: 1.05, 1.66). When stratified by center quality, patient-mix deprivation was no longer significant (HR 1.07, 95%CI: 0.89, 1.28). Some transplant centers care for predominantly high deprivation children and maintain excellent outcomes. Revealing and replicating these centers' practice patterns should enable more equitable outcomes.
Collapse
Affiliation(s)
| | | | - Laura Gottlieb
- University of California San Francisco, San Francisco, CA
| | - Andrew F. Beck
- Cincinnati Children’s Hospital Medical Center, Cincinnati, OH,University of Cincinnati School of Medicine, Cincinnati, OH
| | - John Bucuvalas
- Icahn School of Medicine at Mount Sinai, New York, NY,Kravis Children’s Hospital, New York, NY
| | - Uma Kotagal
- Cincinnati Children’s Hospital Medical Center, Cincinnati, OH,University of Cincinnati School of Medicine, Cincinnati, OH
| | - Courtney Lyles
- University of California San Francisco, San Francisco, CA
| | | |
Collapse
|
34
|
Denhaerynck K, Goldfarb-Rumyantzev AS, Sandhu G, Beckmann S, Huynh-Do U, Binet I, De Geest S. Pre-transplant Social Adaptability Index and clinical outcomes in renal transplantation: The Swiss Transplant Cohort study. Clin Transplant 2021; 35:e14218. [PMID: 33406303 DOI: 10.1111/ctr.14218] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2020] [Revised: 12/25/2020] [Accepted: 12/29/2020] [Indexed: 12/26/2022]
Abstract
BACKGROUND The impact of pre-transplant social determinants of health on post-transplant outcomes remains understudied. In the United States, poor clinical outcomes are associated with underprivileged status, as assessed by the Social Adaptability Index (SAI), a composite score of education, employment status, marital status, household income, and substance abuse. Using data from the Swiss Transplant Cohort Study (STCS), we determined the SAI's predictive value regarding two post-transplant outcomes: all-cause mortality and return to dialysis. METHODS Between 2012 and 2018, we included adult renal transplant patients (aged ≥ 18 years) with pre-transplant assessment SAI scores, calculated from a STCS Psychosocial Questionnaire. Time to all-cause mortality and return to dialysis were predicted using Cox regression. RESULTS Of 1238 included patients (mean age: 53.8 ± 13.2 years; 37.9% female; median follow-up time: 4.4 years [IQR: 2.7]), 93 (7.5%) died and 57 (4.6%) returned to dialysis. The SAI's hazard ratio was 0.94 (95%CI: 0.88-1.01; p = .09) for mortality and 0.93 (95%CI: 0.85-1.02; p = .15) for return to dialysis. CONCLUSIONS In contrast to most published studies on social deprivation, analysis of this Swiss sample detected no significant association between SAI score and mortality or return to dialysis.
Collapse
Affiliation(s)
- Kris Denhaerynck
- Institute of Nursing Science, Department of Public Health, University of Basel, Basel, Switzerland
| | | | - Gurprataap Sandhu
- Department of Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Sonja Beckmann
- Institute of Nursing Science, Department of Public Health, University of Basel, Basel, Switzerland.,Center of Clinical Nursing Science, University Hospital Zurich, Zurich, Switzerland
| | - Uyen Huynh-Do
- Department of Nephrology and Hypertension, University Hospital Inselspital, Bern, Switzerland
| | - Isabelle Binet
- Nephrology and Transplantation Medicine, Cantonal Hospital, St Gallen, Switzerland
| | - Sabina De Geest
- Institute of Nursing Science, Department of Public Health, University of Basel, Basel, Switzerland.,Academic Center of Nursing and Midwifery, Department of Public Health and Primary Care, KU Leuven, Belgium
| | | | | |
Collapse
|
35
|
Dick AAS, Winstanley E, Ohara M, Blondet NM, Healey PJ, Perkins JD, Reyes JD. Do funding sources influence long-term patient survival in pediatric liver transplantation? Pediatr Transplant 2021; 25:e13887. [PMID: 33112037 DOI: 10.1111/petr.13887] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 08/10/2020] [Accepted: 09/21/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND Socioeconomic status has been associated with inferior outcomes after multiple surgical procedures, but has not been well studied with respect to pediatric liver transplantation. This study evaluated the impact of insurance status (as a proxy for socioeconomic status) on patient and allograft survival in pediatric first-time liver transplant recipients. METHODS Our retrospective analysis of the UNOS data base from January 2002 through September 2017 revealed 6997 pediatric patients undergoing first-time isolated liver transplantation. A mixed Cox proportional hazards model adjusted for donor, recipient, and program characteristics determined the RR of insurance status on allograft and patient survival. All results were considered significant at P < .05. All statistical results were obtained using R version 3.5.1 and coxme version 2.2-10. RESULTS Medicaid status had a significant negative impact on long-term survival after controlling for multiple covariates. Pediatric patients undergoing first-time isolated liver transplantation with Medicaid insurance had a RR of 1.42 [confidence interval: 1.18-1.60] of post-transplant death. CONCLUSION Pediatric patients undergoing first-time isolated liver transplantation have multiple risk factors that may impact long-term survival. Having Medicaid insurance almost doubles the chances of dying post-liver transplant. This patient population may require more global support post-transplant to improve long-term survival.
Collapse
Affiliation(s)
- André A S Dick
- Division of Transplantation, Department of Surgery, University of Washington, Seattle, WA, USA.,Section of Pediatric Transplantation, Seattle Children's Hospital, Seattle, WA, USA
| | | | - Michael Ohara
- Department of Social Work, Seattle Children's Hospital, Seattle, WA, USA
| | - Niviann M Blondet
- Division of Gastroenterology, Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Patrick J Healey
- Division of Transplantation, Department of Surgery, University of Washington, Seattle, WA, USA.,Section of Pediatric Transplantation, Seattle Children's Hospital, Seattle, WA, USA
| | - James D Perkins
- Division of Transplantation, Department of Surgery, University of Washington, Seattle, WA, USA
| | - Jorge D Reyes
- Division of Transplantation, Department of Surgery, University of Washington, Seattle, WA, USA.,Section of Pediatric Transplantation, Seattle Children's Hospital, Seattle, WA, USA
| |
Collapse
|
36
|
Wadhwani SI, Brokamp C, Rasnick E, Bucuvalas JC, Lai JC, Beck AF. Neighborhood socioeconomic deprivation, racial segregation, and organ donation across 5 states. Am J Transplant 2021; 21:1206-1214. [PMID: 32654392 PMCID: PMC8191504 DOI: 10.1111/ajt.16186] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2020] [Revised: 06/10/2020] [Accepted: 06/26/2020] [Indexed: 01/25/2023]
Abstract
One in 10 people die awaiting transplantation from donor shortage. Only half of Americans register as organ donors. In this cross-sectional study, we evaluated population-level associations of neighborhood socioeconomic deprivation and racial segregation on organ donor registration rates. We analyzed state identification card demographic and organ donor registration data from 5 states to estimate the association between a neighborhood socioeconomic deprivation index (range [0, 1]; higher values indicate more deprivation) and a racial index of concentration at the extreme (ICE) (range [-1, 1]; lower values indicate predominantly black neighborhoods, higher values indicate predominantly white neighborhoods) on organ donor registration rates within a specified geography (census tract or ZIP code tabulation area [ZCTA]). Among 26 720 738 registrants, 32% of the sample were registered organ donors. At the census tract level, with each 0.1 decrease in the deprivation index, the organ donor registration rate increased by 6.8% (95% confidence interval [CI]: 6.6%, 7.0%). With each 0.1 increase in the racial ICE, the rate increased by 1.5% (95% CI: 1.5%, 1.6%). These associations held true at the ZCTA level. Areas with less socioeconomic deprivation and a higher concentration of white residents have higher organ donor registration rates. Public health initiatives should consider neighborhood context and novel data sources in designing optimal intervention strategies.
Collapse
Affiliation(s)
- Sharad I. Wadhwani
- University of California, San Francisco; San Francisco, CA,Cincinnati Children’s Hospital Medical Center; Cincinnati, OH
| | - Cole Brokamp
- Cincinnati Children’s Hospital Medical Center; Cincinnati, OH,University of Cincinnati College of Medicine; Cincinnati, OH
| | - Erika Rasnick
- Cincinnati Children’s Hospital Medical Center; Cincinnati, OH
| | - John C. Bucuvalas
- Icahn School of Medicine at Mount Sinai; New York, NY,Kravis Children’s Hospital at Mount Sinai; New York, NY
| | | | - Andrew F. Beck
- Cincinnati Children’s Hospital Medical Center; Cincinnati, OH,University of Cincinnati College of Medicine; Cincinnati, OH
| |
Collapse
|
37
|
Kohut TJ, Barandiaran JF, Keating BJ. Genomics and Liver Transplantation: Genomic Biomarkers for the Diagnosis of Acute Cellular Rejection. Liver Transpl 2020; 26:1337-1350. [PMID: 32506790 DOI: 10.1002/lt.25812] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2020] [Revised: 04/26/2020] [Accepted: 05/18/2020] [Indexed: 02/07/2023]
Abstract
Acute cellular rejection (ACR) is a common complication in liver transplantation recipients (LTRs), especially within the first 12 months, and it is associated with increased morbidity and mortality. Although abnormalities in standard liver biochemistries may raise the clinical suspicion for ACR, it lacks specificity, and invasive liver biopsies, which are associated with numerous risks, are required for definitive diagnoses. Biomarker discovery for minimally invasive tools for diagnosis and prognostication of ACR after liver transplantation (LT) has become a rapidly evolving field of research with a recent shift in focus to omics-based biomarker discovery. Although none are yet ready to replace the standard of care, there are several promising minimally invasive, blood-derived biomarkers that are under intensive research for the diagnosis of ACR in LTRs. These omics-based biomarkers, encompassing DNA, RNA, proteins, and metabolites, hold tremendous potential. Some are likely to become integrated into ACR diagnostic algorithms to assist clinical decision making with a high degree of accuracy that is cost-effective and reduces or even obviates the need for an invasive liver biopsy.
Collapse
Affiliation(s)
- Taisa J Kohut
- Penn Transplant Institute, Hospital of the University of Pennsylvania, Philadelphia, PA.,The Children's Hospital of Philadelphia, Philadelphia, PA
| | - Jose F Barandiaran
- Department of General Surgery, Main Line Health System, Lankenau Medical Center, Wynnewood, PA
| | - Brendan J Keating
- Penn Transplant Institute, Hospital of the University of Pennsylvania, Philadelphia, PA
| |
Collapse
|
38
|
Wadhwani SI, Beck AF, Bucuvalas J, Gottlieb L, Kotagal U, Lai JC. Neighborhood socioeconomic deprivation is associated with worse patient and graft survival following pediatric liver transplantation. Am J Transplant 2020; 20:1597-1605. [PMID: 31958208 PMCID: PMC7261648 DOI: 10.1111/ajt.15786] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 12/10/2019] [Accepted: 01/08/2020] [Indexed: 01/25/2023]
Abstract
Long-term outcomes remain suboptimal following pediatric liver transplantation; only one third of children have normal biochemical liver function without immunosuppressant comorbidities 10 years posttransplant. We examined the association between an index of neighborhood socioeconomic deprivation with graft and patient survival using the Scientific Registry of Transplant Recipients. We included children <19 years who underwent liver transplantation between January 1, 2008 to December 31, 2013 (n = 2868). Primary exposure was a neighborhood socioeconomic deprivation index-linked via patient home ZIP code-with a range of 0-1 (values nearing 1 indicate neighborhoods with greater socioeconomic deprivation). Primary outcome measures were graft failure and death, censored at 10 years posttransplant. We modeled survival using Cox proportional hazards. In univariable analysis, each 0.1 increase in the deprivation index was associated with a 14.3% (95% confidence interval [CI]): 3.8%-25.8%) increased hazard of graft failure and a 12.5% (95% CI: 2.5%-23.6%) increased hazard of death. In multivariable analysis adjusted for race, each 0.1 increase in the deprivation index was associated with a 11.5% (95% CI: 1.6%-23.9%) increased hazard of graft failure and a 9.6% (95% CI: -0.04% to 20.7%) increased hazard of death. Children from high deprivation neighborhoods have diminished graft and patient survival following liver transplantation. Greater attention to neighborhood context may result in improved outcomes for children following liver transplantation.
Collapse
Affiliation(s)
| | - Andrew F. Beck
- Cincinnati Children’s Hospital Medical Center, Cincinnati, OH,University of Cincinnati College of Medicine, Cincinnati, OH
| | - John Bucuvalas
- Icahn School of Medicine at Mount Sinai, New York, NY,Mount Sinai Kravis Children’s Hospital, New York, NY
| | - Laura Gottlieb
- University of California San Francisco, San Francisco, CA
| | - Uma Kotagal
- Cincinnati Children’s Hospital Medical Center, Cincinnati, OH,University of Cincinnati College of Medicine, Cincinnati, OH
| | | |
Collapse
|