Browsing by Author "Hage, Chadi"

Now showing 1 - 7 of 7
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    Development and Validation of Primary Graft Dysfunction Predictive Algorithm for Lung Transplant Candidates
    (Elsevier, 2024) Diamond, Joshua M.; Anderson, Michaela R.; Cantu, Edward; Clausen, Emily S.; Shashaty, Michael G. S.; Kalman, Laurel; Oyster, Michelle; Crespo, Maria M.; Bermudez, Christian A.; Benvenuto, Luke; Palmer, Scott M.; Snyder, Laurie D.; Hartwig, Matthew G.; Wille, Keith; Hage, Chadi; McDyer, John F.; Merlo, Christian A.; Shah, Pali D.; Orens, Jonathan B.; Dhillon, Ghundeep S.; Lama, Vibha N.; Patel, Mrunal G.; Singer, Jonathan P.; Hachem, Ramsey R.; Michelson, Andrew P.; Hsu, Jesse; Localio, A. Russell; Christie, Jason D.; Medicine, School of Medicine
    Background: Primary graft dysfunction (PGD) is the leading cause of early morbidity and mortality after lung transplantation. Accurate prediction of PGD risk could inform donor approaches and perioperative care planning. We sought to develop a clinically useful, generalizable PGD prediction model to aid in transplant decision-making. Methods: We derived a predictive model in a prospective cohort study of subjects from 2012 to 2018, followed by a single-center external validation. We used regularized (lasso) logistic regression to evaluate the predictive ability of clinically available PGD predictors and developed a user interface for clinical application. Using decision curve analysis, we quantified the net benefit of the model across a range of PGD risk thresholds and assessed model calibration and discrimination. Results: The PGD predictive model included distance from donor hospital to recipient transplant center, recipient age, predicted total lung capacity, lung allocation score (LAS), body mass index, pulmonary artery mean pressure, sex, and indication for transplant; donor age, sex, mechanism of death, and donor smoking status; and interaction terms for LAS and donor distance. The interface allows for real-time assessment of PGD risk for any donor/recipient combination. The model offers decision-making net benefit in the PGD risk range of 10% to 75% in the derivation centers and 2% to 10% in the validation cohort, a range incorporating the incidence in that cohort. Conclusion: We developed a clinically useful PGD predictive algorithm across a range of PGD risk thresholds to support transplant decision-making, posttransplant care, and enrich samples for PGD treatment trials.
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    Efficacy of Bivalirudin for Therapeutic Anticoagulation in COVID-19 Patients Requiring ECMO Support
    (Elsevier, 2022-02) Trigonis, Russell; Smith, Nikki; Porter, Shelley; Anderson, Eve; Jennings, Mckenna; Kapoor, Rajat; Hage, Chadi; Moiz, Salwa; Garcia, Jose; Rahman, Omar; Medicine, School of Medicine
    OBJECTIVES: The Coronavirus Disease 2019 (COVID-19) pandemic has been associated with cases of refractory acute respiratory distress syndrome (ARDS) sometimes requiring support with extracorporeal membrane oxygenation (ECMO). Bivalirudin can be used for anticoagulation in patients on ECMO support, but its efficacy and safety in patients with COVID-19 is unknown. The authors set out to compare the pharmacologic characteristics and dosing requirements of bivalirudin in patients requiring ECMO support for ARDS due to COVID-19 versus ARDS from other etiologies. DESIGN AND SETTING: This retrospective case-control study was performed at Indiana University Health Methodist Hospital in Indianapolis, Indiana. PARTICIPANTS: Patients were included if they were on venovenous ECMO support between June 2019 and June 2020, and divided into two groups: ARDS secondary to COVID-19 and those with ARDS from another etiology (Non-COVID). INTERVENTIONS: Patient demographics, such as age, sex, weight, chronic comorbid conditions, baseline antiplatelet and anticoagulant use, antiplatelet use during ECMO, and need for renal replacement therapy were collected, and compared between groups. Time to activated partial thromboplastin time (aPTT) goal, percentage of time at aPTT goal, bivalirudin rates, total bivalirudin requirements, total duration on bivalirudin, total duration on ECMO, mortality, and complications associated with ECMO were collected and compared between groups. MEASUREMENTS AND MAIN RESULTS: A total of 42 patients met inclusion criteria (n = 19 COVID-19, n = 23 non-COVID). However, percentages of aPTTs at goal were maintained more consistently in patients with COVID-19 versus non-COVID (86% v 74%: p < 0.01). Higher median (IQR) daily rates (3.1 μg/kg/min [2.3-5.2] v 2.4 μg/kg/min [1.7-3.3]: p = 0.05) and higher median (IQR) maximum rates of bivalirudin (5 μg/kg/min [3.7-7.5] v 3.8 μg/kg/min [2.5-5]: p = 0.03) were required in the COVID-19 group versus the non-COVID group. Time to goal aPTT was similar between groups. There were no differences in complications associated with anticoagulation, as demonstrated by similar rates of bleeding and thrombosis between both groups. CONCLUSIONS: Patients on ECMO with ARDS from COVID-19 require more bivalirudin overall and higher rates of bivalirudin to maintain goal aPTTs compared with patients without COVID-19. However, COVID-19 patients more consistently maintain goal aPTT. Future randomized trials are needed to support efficacy and safety of bivalirudin for anticoagulation of COVID-19 patients on ECMO.
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    Interitem Psychometric Validation of the Stanford Integrated Assessment for Transplant Scale Among Thoracic Transplant Candidates
    (Elsevier, 2023-09) Teh, Lisa; Henderson, Danielle; Hage, Chadi; Chernyak, Yelena; Psychiatry, School of Medicine
    Background Psychosocial evaluations are mandatory for transplant listing, however the methodology for creating psychosocial risk stratifications is unclear. The Standford Psychosocial Integrated Psychosocial Assessment for Transplant Scale is the most commonly used instrument, however its interitem validity has never been examined. Objective To investigate the interitem validity of a psychosocial assessment tool for transplant candidates among a sample of thoracic transplant candidates. Methods Clinic data consisting of Stanford Integrated Psychosocial Assessment for Transplant administrations from 173 heart and lung transplant candidates were fit to a partial credit model. Data were subsequently fit to 4 separate partial credit models based on subscale categories, demonstrating the discrimination parameter estimate of each item. Differential item functioning analyses were conducted on the data within each subscale by sex to investigate potential bias produced by each item. Results The initial partial credit model using the full scale did not converge, indicating the subscales possibly did not measure the same underlying construct. Subscale discrimination parameter estimates demonstrated that most items were adequately or highly discriminative. The item measuring history of substance use demonstrated poor fit and differential item functioning. Conclusions While the Stanford Integrated Psychosocial Assessment for Transplant has demonstrated strong potential as a standardized framework for psychosocial assessments in transplant, this study identified some areas for improvement in the scoring system. The subscale scores appeared to show greater construct validity when utilized individually than when aggregated to form a total score. The substance use/abuse/dependence item did not fit well into its respective subscale. Future studies should aim to optimize the scoring system and re-asses its construct validity to improve its accuracy in discriminating between high-risk candidates and those needing psychosocial assistance.
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    Pulmonary Histoplasmosis: A Clinical Update
    (MDPI, 2023-02-10) Barros, Nicolas; Wheat, Joseph L.; Hage, Chadi; Medicine, School of Medicine
    Histoplasma capsulatum, the etiological agent for histoplasmosis, is a dimorphic fungus that grows as a mold in the environment and as a yeast in human tissues. The areas of highest endemicity lie within the Mississippi and Ohio River Valleys of North America and parts of Central and South America. The most common clinical presentations include pulmonary histoplasmosis, which can resemble community-acquired pneumonia, tuberculosis, sarcoidosis, or malignancy; however, certain patients can develop mediastinal involvement or progression to disseminated disease. Understanding the epidemiology, pathology, clinical presentation, and diagnostic testing performance is pivotal for a successful diagnosis. While most immunocompetent patients with mild acute or subacute pulmonary histoplasmosis should receive therapy, all immunocompromised patients and those with chronic pulmonary disease or progressive disseminated disease should also receive therapy. Liposomal amphotericin B is the agent of choice for severe or disseminated disease, and itraconazole is recommended in milder cases or as "step-down" therapy after initial improvement with amphotericin B. In this review, we discuss the current epidemiology, pathology, diagnosis, clinical presentations, and management of pulmonary histoplasmosis.
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    Quantitative Evidence for Revising the Definition of Primary Graft Dysfunction after Lung Transplant
    (American Thoracic Society, 2018-01-15) Cantu, Edward; Diamond, Joshua M.; Suzuki, Yoshikazu; Lasky, Jared; Schaufler, Christian; Lim, Brian; Shah, Rupal; Porteous, Mary; Lederer, David J.; Kawut, Steven M.; Palmer, Scott M.; Snyder, Laurie D.; Hartwig, Matthew G.; Lama, Vibha N.; Bhorade, Sangeeta; Bermudez, Christian; Crespo, Maria; McDyer, John; Wille, Keith; Orens, Jonathan; Shah, Pali D.; Weinacker, Ann; Weill, David; Wilkes, David; Roe, David; Hage, Chadi; Ware, Lorraine B.; Bellamy, Scarlett L.; Christie, Jason D.; Medicine, School of Medicine
    RATIONALE: Primary graft dysfunction (PGD) is a form of acute lung injury that occurs after lung transplantation. The definition of PGD was standardized in 2005. Since that time, clinical practice has evolved, and this definition is increasingly used as a primary endpoint for clinical trials; therefore, validation is warranted. OBJECTIVES: We sought to determine whether refinements to the 2005 consensus definition could further improve construct validity. METHODS: Data from the Lung Transplant Outcomes Group multicenter cohort were used to compare variations on the PGD definition, including alternate oxygenation thresholds, inclusion of additional severity groups, and effects of procedure type and mechanical ventilation. Convergent and divergent validity were compared for mortality prediction and concurrent lung injury biomarker discrimination. MEASUREMENTS AND MAIN RESULTS: A total of 1,179 subjects from 10 centers were enrolled from 2007 to 2012. Median length of follow-up was 4 years (interquartile range = 2.4-5.9). No mortality differences were noted between no PGD (grade 0) and mild PGD (grade 1). Significantly better mortality discrimination was evident for all definitions using later time points (48, 72, or 48-72 hours; P < 0.001). Biomarker divergent discrimination was superior when collapsing grades 0 and 1. Additional severity grades, use of mechanical ventilation, and transplant procedure type had minimal or no effect on mortality or biomarker discrimination. CONCLUSIONS: The PGD consensus definition can be simplified by combining lower PGD grades. Construct validity of grading was present regardless of transplant procedure type or use of mechanical ventilation. Additional severity categories had minimal impact on mortality or biomarker discrimination.
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    The relationship between plasma lipid peroxidation products and primary graft dysfunction after lung transplantation is modified by donor smoking and reperfusion hyperoxia
    (Elsevier, 2016-04) Diamond, Joshua M.; Porteous, Mary K.; Roberts, L. Jackson; Wickersham, Nancy; Rushefski, Melanie; Kawut, Steven M.; Shah, Rupal J.; Cantu, Edward; Lederer, David J.; Chatterjee, Shampa; Lama, Vibha N.; Bhorade, Sangeeta; Crespo, Maria; McDyer, John; Wille, Keith; Orens, Jonathan; Weinacker, Ann; Arcasoy, Selim; Shah, Pali D.; Wilkes, David S.; Hage, Chadi; Palmer, Scott M.; Snyder, Laurie; Calfee, Carolyn S.; Ware, Lorraine B.; Christie, Jason D.; Medicine, School of Medicine
    BACKGROUND: Donor smoking history and higher fraction of inspired oxygen (FIO2) at reperfusion are associated with primary graft dysfunction (PGD) after lung transplantation. We hypothesized that oxidative injury biomarkers would be elevated in PGD, with higher levels associated with donor exposure to cigarette smoke and recipient hyperoxia at reperfusion. METHODS: We performed a nested case-control study of 72 lung transplant recipients from the Lung Transplant Outcomes Group cohort. Using mass spectroscopy, F2-isoprostanes and isofurans were measured in plasma collected after transplantation. Cases were defined in 2 ways: grade 3 PGD present at day 2 or day 3 after reperfusion (severe PGD) or any grade 3 PGD (any PGD). RESULTS: There were 31 severe PGD cases with 41 controls and 35 any PGD cases with 37 controls. Plasma F2-isoprostane levels were higher in severe PGD cases compared with controls (28.6 pg/ml vs 19.8 pg/ml, p = 0.03). Plasma F2-isoprostane levels were higher in severe PGD cases compared with controls (29.6 pg/ml vs 19.0 pg/ml, p = 0.03) among patients reperfused with FIO2 >40%. Among recipients of lungs from donors with smoke exposure, plasma F2-isoprostane (38.2 pg/ml vs 22.5 pg/ml, p = 0.046) and isofuran (66.9 pg/ml vs 34.6 pg/ml, p = 0.046) levels were higher in severe PGD compared with control subjects. CONCLUSIONS: Plasma levels of lipid peroxidation products are higher in patients with severe PGD, in recipients of lungs from donors with smoke exposure, and in recipients exposed to higher Fio2 at reperfusion. Oxidative injury is an important mechanism of PGD and may be magnified by donor exposure to cigarette smoke and hyperoxia at reperfusion.
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    The Impact of Donor Smoking on Primary Graft Dysfunction and Mortality after Lung Transplantation
    (American Thoracic Society, 2024) Diamond, Joshua M.; Cantu, Edward; Calfee, Carolyn S.; Anderson, Michaela R.; Clausen, Emily S.; Shashaty, Michael G. S.; Courtwright, Andrew M.; Kalman, Laurel; Oyster, Michelle; Crespo, Maria M.; Bermudez, Christian A.; Benvenuto, Luke; Palmer, Scott M.; Snyder, Laurie D.; Hartwig, Matthew G.; Todd, Jamie L.; Wille, Keith; Hage, Chadi; McDyer, John F.; Merlo, Christian A.; Shah, Pali D.; Orens, Jonathan B.; Dhillon, Gundeep S.; Weinacker, Ann B.; Lama, Vibha N.; Patel, Mrunal G.; Singer, Jonathan P.; Hsu, Jesse; Localio, A. Russell; Christie, Jason D.; Medicine, School of Medicine
    Rationale: Primary graft dysfunction (PGD) is the leading cause of early morbidity and mortality after lung transplantation. Prior studies implicated proxy-defined donor smoking as a risk factor for PGD and mortality. Objectives: We aimed to more accurately assess the impact of donor smoke exposure on PGD and mortality using quantitative smoke exposure biomarkers. Methods: We performed a multicenter prospective cohort study of lung transplant recipients enrolled in the Lung Transplant Outcomes Group cohort between 2012 and 2018. PGD was defined as grade 3 at 48 or 72 hours after lung reperfusion. Donor smoking was defined using accepted thresholds of urinary biomarkers of nicotine exposure (cotinine) and tobacco-specific nitrosamine (4-[methylnitrosamino]-1-[3-pyridyl]-1-butanol [NNAL]) in addition to clinical history. The donor smoking–PGD association was assessed using logistic regression, and survival analysis was performed using inverse probability of exposure weighting according to smoking category. Measurements and Main Results: Active donor smoking prevalence varied by definition, with 34–43% based on urinary cotinine, 28% by urinary NNAL, and 37% by clinical documentation. The standardized risk of PGD associated with active donor smoking was higher across all definitions, with an absolute risk increase of 11.5% (95% confidence interval [CI], 3.8% to 19.2%) by urinary cotinine, 5.7% (95% CI, −3.4% to 14.9%) by urinary NNAL, and 6.5% (95% CI, −2.8% to 15.8%) defined clinically. Donor smoking was not associated with differential post–lung transplant survival using any definition. Conclusions: Donor smoking associates with a modest increase in PGD risk but not with increased recipient mortality. Use of lungs from smokers is likely safe and may increase lung donor availability.