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Kennedy, Cassie C

0000-0003-3219-165X

Mayo Clinic

Division of Pulmonary and Critical Care Medicine, Mayo Clinic Hospital, Rochester, Minnesota, USA.

Citations 46

Psychosocial and Socioeconomic Factors Are Not Associated With Long‐Term Survival After Lung Transplantation
Huang, Eric , Kennedy, Cassie C. , Saddoughi, Sahar A. , Peters, Steve G. , Yadav, Hemang , Pennington, Kelly M. , Huang, Eric S , Pennington, Kelly , Kennedy, Cassie C , Liu, Emily L.

Clinical Transplantation | October 25, 2025 | Volume: 39 | Issue: 11 | Pages: No page available

10.1111/ctr.70360 Get It

ABSTRACT Background The impact of psychosocial health and socioeconomic status (SES) on long‐term lung transplant survival remains unclear. Methods We conducted a single‐center, retrospective 2:1 matched case‐control study of adult lung transplant recipients (1999–2019). Cases survived ≥6 years post‐transplant; controls survived <6 years. Matching was based on transplant year (±5 years) and indication. Psychosocial health and SES were assessed using the Psychosocial Assessment of Candidates for Transplant (PACT) score, Mayo Clinic Housing‐Based Socioeconomic Status (HOUSES) index, and Area Deprivation Index (ADI). Secondary covariates included insurance, marital status, employment, caregiver relationship, and proximity to the transplant center. Conditional logistic regression adjusted for age and gender was used. Results Among 189 patients (63 cases, 126 controls), PACT score, HOUSES index, and ADI were not significantly associated with long‐term survival. Patients with non‐family caregivers had lower odds of survival compared to those with a spouse or partner (OR = 0.16, p = 0.022). Regional residents had lower odds of long‐term survival compared to local recipients (OR = 0.55, p = 0.001). Conclusions Pre‐transplant psychosocial and SES measures were not significantly associated with long‐term survival. Caregiver relationships and geographic proximity may have a greater impact on outcomes, highlighting the importance of support systems and access to care.
A Retrospective Study Identifying Factors Associated With Long-term Survival in Lung Transplant Recipients: A Focus on Psychosocial Wellbeing and Social Determinants of Health
Kennedy, Cassie C. , Saddoughi, Sahar A. , Yadav, Hemang , Pennington, Kelly M. , Kennedy, Cassie C , Huang, E.

American Journal of Respiratory and Critical Care Medicine | May 11, 2025 | Volume: 211 | Issue: Supplement_1 | Pages: A1874-A1874

10.1164/ajrccm.2025.211.abstracts.a1874 Get It

Abstract RATIONALE: Long-term survival after lung transplantation is challenging, with limited research on risk and protective factors. Clinical factors such as younger age, female sex, fewer acute rejection hospitalizations, and double lung transplants are associated with better outcomes. However, the role of psychosocial health and socioeconomic status (SES) remains underexplored. This study aimed to assess the influence of pre-transplant psychosocial health and SES on long-term survival in adult lung transplant recipients. METHODS: We conducted a single-center, retrospective case-control study using the Mayo Clinic Rochester lung transplant registry. Cases (survivors ≥ 6 years) and controls (survivors &lt;6 years) were matched by transplant date (+/- 5 years) and indication for transplant, resulting in 190 subjects (63 cases, 127 controls). We assessed the impact of pre-transplant psychosocial health and SES on long-term survival using initial PACT scores (&lt;2), the HOUSES index, and the national/state area deprivation index (ADI). Additional factors included proximity to the transplant center, insurance type, marital status, primary caregiver status, and employment status. Statistical analyses used the paired Wilcoxon rank-sum test for continuous variables and McNemar's test for categorical variables, with results reported as median (IQR) or percentages. RESULTS: Donor characteristics (age, sex, smoking history, risk criteria, cause of death) and recipient characteristics (age at transplant, sex, BMI, medical condition, functional status, type of transplant) were similar between cases and controls, with no statistically significant differences (all p&gt;0.05). CMV mismatch, waitlist time, and transplant hospital length of stay were also comparable (all p&gt;0.05). Psychosocial health indicators, including proximity to the transplant center, pre-transplant initial PACT score, insurance type, marital status, primary caregiver, and employment status, did not differ significantly between groups (all p&gt;0.05). The HOUSES index was similar between cases and controls (p=0.179). However, long-term survivors had significantly higher national and state ADI scores than controls (national ADI: p=0.029; state ADI: p=0.019). CONCLUSIONS: Pre-transplant psychosocial health indicators, including proximity to the transplant center, initial PACT score, and caregiver support, did not differ significantly between long-term lung transplant survivors and those with shorter survival. Although SES measured by the HOUSES index was not associated with long-term survival, higher national and state ADI scores were linked to increased long-term survival, suggesting unique protective factors for patients from socioeconomically deprived areas. These findings highlight the complex role of socioeconomic factors in lung transplant outcomes and underscore the need for further research into how specific socioeconomic and environmental factors influence long-term survival.
Concurrent Apixaban With Itraconazole or Posaconazole Pharmacokinetic and Clinical Outcome Evaluation in Cardiothoracic Transplant Recipients
Concannon, Kennedy , Huntsman, R. G. , Mara, Kristin C. , Kennedy, Cassie C. , Rosenbaum, Andrew , Lemke, Adley , Huntsman, Rachel , Mara, Kristin C , Kennedy, Cassie C , Lemke, Adley I

Clinical Transplantation | April 28, 2025 | Volume: 39 | Issue: 5 | Pages: No page available

10.1111/ctr.70165 Get It

ABSTRACTItraconazole and posaconazole are frequently prescribed following transplantation to prevent and treat fungal infections. Navigating drug interactions is challenging due to these agents’ potent CYP3A4 inhibition, and literature describing concurrent apixaban, a CYP3A4 substrate, is limited. This retrospective study of cardiothoracic transplant recipients evaluates the impact of itraconazole and posaconazole on apixaban exposure and reports clinical outcomes from routine apixaban dose reduction. Institutional practice reduces apixaban to 2.5 mg twice daily with itraconazole or posaconazole and obtains apixaban therapeutic drug monitoring (TDM), expected range 34–230 ng/mL. Eighteen levels collected in 15 patients on itraconazole displayed a median [IQR] apixaban trough of 143 ng/mL [95–195]. Fifteen levels collected in 13 patients on posaconazole displayed a median [IQR] apixaban trough of 124 ng/mL [93–174]. Two major bleed events, three VTE, two stroke, and eight instances of clot resolution were identified. Reduced‐dose apixaban resulted in apixaban exposure similar to normal dosing in the general population. Apixaban TDM is encouraged for individualized dosing when administered with itraconazole and posaconazole.
Natural History and Predictors of Survival in Adult Patients with Telomere Biology Disorders
Quattrocchi, Enrica , Porquera, Eva M. Carmona, Vergara, Alejandro Diaz Arumir, Zamora, Ana, Ongie, Laura , Burnap, Brittany, Kamath, Patrick S. , Joshi, Avni Y. , Wylam, Mark E. , Kennedy, Cassie C. , Finke, Christy M. , Simon, Rachel A, Patnaik, Mrinal M. , Ferrer, Alejandro, Mangaonkar, Abhishek A. , Kennedy, Cassie C , Vergara, Alejandro Diaz Arumir, McCullough, Kristen , Fernandez, Jenna , Simonetto, Douglas A. , Lasho, Terra L. , Ferrer, Alejandro

Blood | December 6, 2024 | Volume: 144 | Issue: Supplement 1 | Pages: 1326-1326

10.1182/blood-2024-210391 Get It

Introduction: Telomere biology disorders (TBD) are multisystemic accelerated aging syndromes due to abnormal telomere length (TL) shortening and increased cancer risk. Pediatric-onset TBD is characterized by severely shortened TL and specific associations with germline pathogenic variants mainly in DKC1, TINF2, PARN genes and characteristic clinical features [bone marrow failure (BMF), abnormal nail/skin/oral mucosa]. Adult-onset TBD is genetically distinct (predominantly, TERT, TERC, and RTEL1 mutations) with varied organ involvement [interstitial lung disease (ILD), BMF, cirrhosis, or bone disease] and heterogenous outcomes. In our previous study of predominantly adult patients with short telomeres, multiple organ involvement (Mangaonkar A et al. Blood Cancer J 2021) predicted poor overall survival (OS). We sought to validate these findings in a larger, well annotated adult cohort of TBD patients. Methods: Patients with suspected TBD underwent comprehensive clinical and molecular evaluation through our TBD-dedicated clinic after regulatory approval. TL was assessed through clinical flow cytometry fluorescence in-situ hybridization (FlowFISH).Clinical and laboratory features, including pulmonary imaging, lung volumes/function testing, hepatic imaging (MR elastography/fibroscan) and bone density assessments were retrospectively abstracted. Germline and somatic genetic testing was performed on peripheral blood through targeted panels for known TBD and myeloid genes respectively. Cox proportional hazard model was used to identify significant variables that also retained independent prognostic impact. Results: Overall, 122 patients met criteria for TBD as defined by lymphocyte TL (LTL) &lt;=10th percentile and/or a presence of a germline-TBD variant; 34 patients LTL &lt;1st percentile, 84 1st and the 10th percentile (27 with TBD-germline variants) and 4 with only TBD-germline variants. Median age at diagnosis was 56 (18-77) years, with 72 (59%) males. Clinical features included presence of ILD (n=81, 66%), BMF (n=39, 32%), cirrhosis/hepatic fibrosis (n=19, 38%), bone disease osteopenia/osteoporosis/fractures, n=53, 70%), MDS/AML (n=11, 9%), non-hematological cancer (n=38, 31%), and head and neck cancer (n=2). Germline pathogenic variants were detected in 22 (18%), most frequently in TERT (n=10), RTEL1 (n=7) and TERC (n=2), while variants of uncertain significance (VUS) were seen in 35 (29%) patients, especially in TERT (n=20), TERC/RTEL1(n=6), NAF1 (n=4). Somatic variants in hematopoietic cells were detected in 37 (30%) patients with frequent alterations seen in DNA damage response and repair (PPM1D/TP53, n=11), and splicing component (U2AF1/SF3B1/ZRSR2, n=9) genes. At last follow-up [median of 3 (0-18) years], there were 26 (21%) deaths (most commonly, progressive ILD-18, cancer of lung/breast/pancreas-3, transplant-related complications-2). After censoring patients at the time of any transplantation (lung transplant-26, liver transplant-5, bone marrow transplant-8), the Kaplan-Meier estimate of median OS was not reached. Univariate survival analysis found adverse OS predicted by older age at diagnosis (P=0.006), presence of ILD (P=0.0002), hepatic fibrosis/cirrhosis (P=0.02), and somatic DNA repair variants (P=0.03). Multivariate model analysis found that only presence of ILD retained independent prognostic impact (HR=2, P=0.02). Among radiographic ILD subtypes, UIP was the most common (51%), followed by NSIP (10%), and others (6%), with median FEV1 of 2L (range: 0.5-4.6), FVC 2.4L (0.7-6.2), and TLC 4L (1.9-7.4). TBD-ILD patients were older (P&lt;0.0001) with a male preponderance (P=0.03), 52 (64%) with multi-organ involvement, and had a less severe hematological phenotype [lower incidence of BMF (P&lt;0.0001) and fetal hemoglobin elevation (P=0.01)], more frequent bone disease (P=0.0009), relatively longer telomeres in lymphocytes (P=0.04), and no particular association with any germline or somatic genetic alterations. Conclusions: Presence of ILD is an independent and significant predictor of adverse survival in adult TBD. Within adult TBD, patients with ILD represent a unique clinical subtype without any obvious genetic or pathologic correlates. Focusing on definitive therapeutic measures in this subgroup of adult TBD has the best chance to alter natural history and improve outcomes.
Senescence Biomarkers and Trajectories of Frailty and Physical Function After Kidney Transplantation
Lorenz, Elizabeth C. , Smith, Byron H. , Wadei, Hani M. , Mour, Girish , Kennedy, Cassie C. , Schinstock, Carrie A. , Kremers, Walter K. , Cheville, Andrea , Hickson, LaTonya J. , Atkinson, Elizabeth J. , White, Thomas A. , Cheville, Andrea L , Rule, Andrew D , LeBrasseur, Nathan K , Smith, Byron , Hickson, LaTonya J , Schinstock, Carrie , Kennedy, Cassie C , Wadei, Hani M , Kremers, Walter K , Mour, Girish K , Rule, Andrew D. , LeBrasseur, Nathan K.

Clinical Transplantation | November 20, 2024 | Volume: 38 | Issue: 11 | Pages: No page available

10.1111/ctr.70022 Get It

ABSTRACTCellular senescence is a biological mechanism of aging and age‐related diseases. The aim of this study was to examine whether senescence biomarkers are associated with frailty and physical function trajectories in patients undergoing kidney transplantation (KT). We also discussed the relationship between senescence biomarkers and KT function. In this multicenter study, we prospectively assessed plasma levels of senescence biomarkers, frailty as measured by the Physical Frailty Phenotype, and physical function as measured by the Short Physical Performance Battery prior to KT. Frailty, physical function, and KT function were also measured 1 year after KT. Variable associations were assessed using Cox and relaxed least absolute shrinkage and selection operation regression. The cohort consisted of 197 participants (mean age 53 ± 13 years, 61.4% male, and 80.2% White race). Higher pre‐KT levels of macrophage‐derived chemokine (MDC/CCL22) and growth differentiation factor‐15 (GDF‐15) were independently associated with less improvement in frailty and/or physical function during the first year after KT. Higher pre‐KT levels tumor necrosis factor receptor superfamily member 6 (FAS) and MMP‐9 levels were independently associated with lower KT function one year after KT. Pre‐KT cellular senescence may contribute to frailty, physical function, and kidney function trajectories during the first year after KT.
Pathologists Providing Direct Patient Care in Thoracic Transplant: Same Objective, Different Scope
Bois, Melanie C. , Aubry, Marie‐Christine, Roden, Anja C. , Meyer, Diane M., Askelson, Rachel K., Praska, Kevin M., Clavell, Alfredo L. , Kennedy, Cassie C. , Scott, John P. , Ameduri, Rebecca , Larson, Nicole L. , Ness, Kelsey L., Gleichner, Kally M., PETERS, K. S., Layman, Andrew J. , Yi, Eunhee S., Maleszewski, Joseph J. , Boland, Jennifer M. , Clavell, Alfredo, Kennedy, Cassie, Ameduri, Rebecca K, Kennedy, Cassie C , Aubry, Marie-Christine, Meyer, Diane M., Praska, Kevin M., Morris, Jonathan M. , Lo, Ying‐Chun , Ness, Kelsey L., Peters, Kristina, Layman, Andrew J. , Yi, Eunhee S.

Archives of Pathology & Laboratory Medicine | November 10, 2024 | Volume: 149 | Issue: 7 | Pages: 673-678

10.5858/arpa.2024-0226-oa Get It

Context.— Cardiac and pulmonary allograft recipients represent a unique population, frequently interacting with support groups and exhibiting intense curiosity about their pathology. Like other solid organ transplant patients, they have enduring and frequent interaction with the laboratory for routine allograft surveillance. Objective.— To address patient requests to understand what happens to their explanted organ and to better understand their disease while simultaneously improving awareness of pathologists’ roles in their continuing care. Design.— At routine follow-up appointments, transplant nurse coordinators offer each allograft recipient the opportunity to interact with a pathologist in our “ On My Path ” program. Organ viewing occurs in a private setting, in a specialized room. Relevant pathology is discussed, and questions are answered, with documentation in the medical record. The patient is subsequently gifted a 3-dimensional model of their explanted organ. Transplant coordinators were surveyed for their feedback on the experience. Results.— One hundred fifty-eight interactions have been documented (2017–2022) at our institution, including patients who underwent cardiac transplant (96, 61%), single or bilateral lung transplant (54, 34%), or combination lung and heart transplant (8, 5%). Transplant coordinators reported an increase in patient understanding of their disease and emotional closure related to the disease through the On My Path program. Conclusions.— Pathologists providing direct patient care is a feasible model that addresses currently unmet desires of the transplant population to better understand their pathology. Providing a 3-dimensional model helps to empower patients and drives satisfaction. These interactions also improve awareness about pathology as a discipline and its importance in the continued care of transplant recipients.
A Multicenter Home-based Prehabilitation Intervention in Kidney Transplant Candidates
Lorenz, Elizabeth C. , Bonikowske, Amanda R. , Meter, Ashley C. David-Van, Munson, Cortney L., Roschen, Callie A., Salstrand, Rosalyn M., Wolter, A , Murthy, B. V. R., Kennedy, Cassie C. , David-Van Meter, Ashley C, Wolter, Anne D, Kennedy, Cassie C , Wolter, Anne D., Davis, LaShara A. , Choi, Namkee G.

Transplantation Direct | November 8, 2024 | Volume: 10 | Issue: 12 | Pages: e1731

10.1097/txd.0000000000001731 Get It

Background. Frailty is a modifiable risk factor for morbidity and mortality among kidney transplant (KT) candidates. We previously demonstrated that an 8-wk center-based exercise intervention is associated with improved frailty parameters in patients with advanced chronic kidney disease. This study aimed to adapt the intervention for home-based delivery and examine its feasibility, safety, and acceptability in a multicenter cohort of KT candidates. Methods. We conducted a prospective pilot study between January 2021 and November 2023 involving KT candidates from Mayo Clinic in Minnesota and Baylor St. Luke’s Medical Center in Texas. Adults approved for KT who were (1) frail or prefrail by the Physical Frailty Phenotype and/or (2) had a Short Physical Performance Battery score ≤10 were enrolled. The exercise intervention consisted of an individualized exercise prescription provided by a Mayo Clinic exercise physiologist followed by 8 weekly phone calls. Feasibility was assessed via retention rates, adverse events were recorded, and acceptability was assessed via survey. Results. Baseline characteristics of the 15 enrolled participants included a median age of 64 y, 73.3% were men, and 73.3% were of White race. Sixty percent of participants completed the intervention. No unanticipated adverse events occurred. Most participants strongly agreed that the exercise intervention was beneficial to their overall health. Conclusions. This pilot study demonstrates that a home-based 8-wk exercise intervention is a promising prehabilitation strategy in KT candidates and provides important preliminary data for future larger, randomized studies.
Prospective Cohort Study Examining the Ability of Performance‐Based and Self‐Reported Frailty Measures to Predict 30‐Day Rehospitalizations After Kidney Transplantation
Lorenz, Elizabeth C. , Smith, Byron H. , Mour, Girish , Wadei, Hani M. , Kennedy, Cassie C. , Schinstock, Carrie A. , Kremers, Walter K. , Cheville, Andrea , LeBrasseur, Nathan K. , Rule, Andrew D. , Cheville, Andrea L , Rule, Andrew D , Smith, Byron , Schinstock, Carrie , Kennedy, Cassie C , LeBrasseur, Nathan K , Wadei, Hani M , Kremers, Walter K , Mour, Girish K

Clinical Transplantation | August 19, 2024 | Volume: 38 | Issue: 8 | Pages: No page available

10.1111/ctr.15433 Get It

ABSTRACTPerformance‐based measures of frailty are associated with healthcare utilization after kidney transplantation (KT) but require in‐person assessment. A promising alternative is self‐reported frailty. The goal of this study was to examine the ability of performance‐based and self‐reported frailty measures to predict 30‐day rehospitalizations after KT. We conducted a prospective, observational cohort study involving 272 adults undergoing KT at Mayo Clinic in Minnesota, Florida, or Arizona. We simultaneously measured frailty before KT using the physical frailty phenotype (PFP), the short physical performance battery (SPPB), and self‐report (the Patient‐Reported Outcomes Measurement Information System [PROMIS] 4‐item physical function short form v2.0). Both the PFP and self‐reported frailty were independently associated with more than a 2‐fold greater odds of 30‐day rehospitalizations, while the SPPB was not. To our knowledge, this is the first study to assess the prognostic value of all three of the above frailty measures in patients undergoing KT. The PFP is more prognostic than the SPPB when assessing the risk of 30‐day rehospitalizations; self‐reported frailty can complement the PFP but not replace it. However, the 4‐item survey assessing self‐reported frailty represents a simple way to identify patients undergoing KT surgery who would benefit from interventions to lower the risk of rehospitalizations.
Increased Pretransplant Inflammatory Biomarkers Predict Death With Function After Kidney Transplantation
Lorenz, Elizabeth C. , Liang, Yun , Dhala, Atiya , Kennedy, Cassie C. , Kennedy, Cassie C , Smith, Byron H. , Park, Walter D. , Bentall, Andrew , Waterman, Amy D , Hickson, LaTonya J. , Rule, Andrew D. , Cheville, Andrea , LeBrasseur, Nathan K. , Stegall, Mark D.

Transplantation | June 24, 2024 | Volume: 108 | Issue: 12 | Pages: 2434-2445

10.1097/tp.0000000000005103 Get It

Background. Chronic systemic inflammation is associated with mortality in patients with chronic kidney disease, cardiovascular disease, and diabetes. The goal of this study was to examine the relationship between pretransplant inflammatory biomarkers (growth differentiation factor-15 [GDF-15], interleukin-6 [IL-6], soluble tumor necrosis factor receptor-1, monokine induced by gamma interferon/chemokine [C-X-C motif] ligand 9 [MIG/CXCL9], monocyte chemoattractant protein-1, soluble FAS, tumor necrosis factor-α, interleukin-15, and interleukin-1β) and death with function (DWF) after kidney transplantation (KT). Methods. We retrospectively measured inflammatory biomarker levels in serum collected up to 1 y before KT (time from blood draw to KT was 130 ± 110 d) in recipients transplanted between January 2006 and December 2018. Kaplan-Meier estimation, Cox regression, and Gradient Boosting Machine modeling were used to examine the relationship between inflammatory biomarkers and DWF. Results. Our cohort consisted of 1595 KT recipients, of whom 62.9% were male and 83.2% were non-Hispanic White. Over a mean follow-up of 7.4 ± 3.9 y, 21.2% of patients (n = 338) experienced DWF. Patients with the highest quartile levels of GDF-15 (>4766 pg/mL), IL-6 (>6.11 pg/mL), and MIG/CXCL9 (> 5835 pg/mL) had increased rates of DWF, and each predicted mortality independently of the others. When adjusted for clinical factors (age, diabetes, etc), the highest quartile levels of GDF-15 and IL-6 remained independently associated with DWF. Adding inflammatory markers to a clinical Cox model improved the C-statistic for DWF from 0.727 to 0.762 using a Gradient Boosting Machine modeling approach. Conclusions. These findings suggest that pre-KT serum concentrations of GDF-15, IL-6, and MIG/CXCL9 may help to risk stratify and manage patients undergoing KT and suggests that chronic inflammation may play a role in mortality in KT recipients.
Cancer Surveillance in Solid Organ Transplant Recipients With a Pretransplant History of Malignancy: Multidisciplinary Collaborative Expert Opinion
Watt, Kymberly D., Rolak, Stacey , Foley, David P. , Plichta, Jennifer K. , Pruthi, Sandhya , Farr, Deborah , Zwald, Fiona O. , Sanger, Cristina B. , Ricciardi, Rocco , Chang, George J. , Dizon, Don S. , Teoh, Deanna , Al‐Qaoud, Talal , Eggener, Scott E. , Kennedy, Cassie C. , D’Cunha, Jonathan, Mohindra, Nisha , Stewart, Shelby , Habermann, Thomas, Lunning, Matthew A. , Shah, Nirav N. , Mehta, Jayesh, Verna, Elizabeth C. , Hammel, Laura L., Al‐Adra, David , D'Cunha, Jonathan, Habermann, Thomas H, Kennedy, Cassie C , Plichta, Jennifer K , Carvajal, Richard D. , Dudek, Arkadiusz Z. , Langstraat, Carrie , Agarwal, Piyush Kumar , Schuster, Stephen J. , Gertz, Morie A. , Suvannasankha, Attaya , Farr, Maryjane , Blosser, Christopher D.

Transplantation | May 21, 2024 | Volume: 108 | Issue: 12 | Pages: 2336-2350

10.1097/tp.0000000000005056 Get It

With improved medical treatments, the prognosis for many malignancies has improved, and more patients are presenting for transplant evaluation with a history of treated cancer. Solid organ transplant (SOT) recipients with a prior malignancy are at higher risk of posttransplant recurrence or de novo malignancy, and they may require a cancer surveillance program that is individualized to their specific needs. There is a dearth of literature on optimal surveillance strategies specific to SOT recipients. A working group of transplant physicians and cancer-specific specialists met to provide expert opinion recommendations on optimal cancer surveillance after transplantation for patients with a history of malignancy. Surveillance strategies provided are mainly based on general population recurrence risk data, immunosuppression effects, and limited transplant-specific data and should be considered expert opinion based on current knowledge. Prospective studies of cancer-specific surveillance models in SOT recipients should be supported to inform posttransplant management of this high-risk population.