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1.
Circ Res ; 121(11): 1279-1290, 2017 Nov 10.
Article in English | MEDLINE | ID: mdl-28923793

ABSTRACT

RATIONALE: Cell dose and concentration play crucial roles in phenotypic responses to cell-based therapy for heart failure. OBJECTIVE: To compare the safety and efficacy of 2 doses of allogeneic bone marrow-derived human mesenchymal stem cells identically delivered in patients with ischemic cardiomyopathy. METHODS AND RESULTS: Thirty patients with ischemic cardiomyopathy received in a blinded manner either 20 million (n=15) or 100 million (n=15) allogeneic human mesenchymal stem cells via transendocardial injection (0.5 cc per injection × 10 injections per patient). Patients were followed for 12 months for safety and efficacy end points. There were no treatment-emergent serious adverse events at 30 days or treatment-related serious adverse events at 12 months. The Major Adverse Cardiac Event rate was 20.0% (95% confidence interval [CI], 6.9% to 50.0%) in 20 million and 13.3% (95% CI, 3.5% to 43.6%) in 100 million (P=0.58). Worsening heart failure rehospitalization was 20.0% (95% CI, 6.9% to 50.0%) in 20 million and 7.1% (95% CI, 1.0% to 40.9%) in 100 million (P=0.27). Whereas scar size reduced to a similar degree in both groups: 20 million by -6.4 g (interquartile range, -13.5 to -3.4 g; P=0.001) and 100 million by -6.1 g (interquartile range, -8.1 to -4.6 g; P=0.0002), the ejection fraction improved only with 100 million by 3.7 U (interquartile range, 1.1 to 6.1; P=0.04). New York Heart Association class improved at 12 months in 35.7% (95% CI, 12.7% to 64.9%) in 20 million and 42.9% (95% CI, 17.7% to 71.1%) in 100 million. Importantly, proBNP (pro-brain natriuretic peptide) increased at 12 months in 20 million by 0.32 log pg/mL (95% CI, 0.02 to 0.62; P=0.039), but not in 100 million (-0.07 log pg/mL; 95% CI, -0.36 to 0.23; P=0.65; between group P=0.07). CONCLUSIONS: Although both cell doses reduced scar size, only the 100 million dose increased ejection fraction. This study highlights the crucial role of cell dose in the responses to cell therapy. Determining optimal dose and delivery is essential to advance the field, decipher mechanism(s) of action and enhance planning of pivotal Phase III trials. CLINICAL TRIAL REGISTRATION: URL: http://www.clinicaltrials.gov. Unique identifier: NCT02013674.


Subject(s)
Cardiomyopathies/surgery , Mesenchymal Stem Cell Transplantation/methods , Myocardial Infarction/complications , Ventricular Dysfunction, Left/surgery , Adult , Aged , Aged, 80 and over , Biomarkers/blood , Cardiomyopathies/etiology , Cardiomyopathies/pathology , Cardiomyopathies/physiopathology , Female , Florida , Health Status , Humans , Male , Mesenchymal Stem Cell Transplantation/adverse effects , Middle Aged , Myocardial Infarction/pathology , Myocardial Infarction/physiopathology , Myocardium/metabolism , Myocardium/pathology , Natriuretic Peptide, Brain/blood , Peptide Fragments/blood , Quality of Life , Recovery of Function , Stroke Volume , Time Factors , Transplantation, Homologous , Treatment Outcome , Ventricular Dysfunction, Left/etiology , Ventricular Dysfunction, Left/pathology , Ventricular Dysfunction, Left/physiopathology , Ventricular Function, Left , Young Adult
2.
Biol Blood Marrow Transplant ; 24(4): 806-814, 2018 04.
Article in English | MEDLINE | ID: mdl-29217388

ABSTRACT

The optimal viral load threshold at which to initiate preemptive cytomegalovirus (CMV) therapy in hematopoietic cell transplantation (HCT) recipients remains to be defined. In an effort to address this question, we conducted a retrospective study of 174 allogeneic HCT recipients who underwent transplantation at a single center between August 2012 and April 2016. During this period, preemptive therapy was initiated at the discretion of the treating clinician. A total of 109 patients (63%) developed CMV viremia. The median time to reactivation was 17 days (interquartile range, IQR, 7-30 days) post-HCT. A peak viremia ≥150 IU/mL was strongly associated with a reduced probability of spontaneous clearance (relative risk, .16; 95% confidence interval, .1-.27), independent of established clinical risk factors, including CMV donor serostatus, exposure to antithymocyte globulin, and underlying lymphoid malignancy. The median time to clearance of viremia was significantly shorter in those who started therapy at CMV <350 IU/mL (19 days; IQR, 11-35 days) compared with those who started antiviral therapy at higher viremia thresholds (33 days; IQR, 21-42 days; P = .02). The occurrence of treatment-associated cytopenias was frequent but similar in patients who started preemptive therapy at CMV <350 IU/mL and those who started at CMV >350 IU/mL (44% versus 57%; P = .42). Unresolved CMV viremia by treatment day 35 was associated with increased risk of therapeutic failure (32% versus 0%; P = .001). Achieving eradication of CMV viremia by treatment day 35 was associated with a 74% reduction in 1-year nonrelapse mortality (NRM) (adjusted hazard ratio [HR], .26; 95% confidence interval [CI], .1-.8; P = .02), whereas therapeutic failure was associated with a significant increase in the probability of 1-year NRM (adjusted HR, 26; 95% CI, 8-87; P <.0001). We conclude that among allogeneic HCT patients, a peak CMV viremia ≥150 IU/mL is associated with a >80% reduction in the probability of spontaneous clearance independent of ATG administration, CMV donor serostatus, and lymphoid malignancy, and is a reasonable cutoff for preemptive therapy. Delaying initiation of therapy until a CMV value ≥350 IU/mL is associated with more protracted CMV viremia, and unresolved viremia by treatment day 35 is associated with a significant increase in NRM.


Subject(s)
Cytomegalovirus Infections , Cytomegalovirus , Hematopoietic Stem Cell Transplantation , Viral Load , Adult , Allografts , Cytomegalovirus Infections/blood , Cytomegalovirus Infections/etiology , Cytomegalovirus Infections/mortality , Cytomegalovirus Infections/prevention & control , Disease-Free Survival , Female , Humans , Male , Middle Aged , Retrospective Studies , Risk Factors , Survival Rate
3.
Circ Res ; 114(8): 1302-10, 2014 Apr 11.
Article in English | MEDLINE | ID: mdl-24565698

ABSTRACT

RATIONALE: Although accumulating data support the efficacy of intramyocardial cell-based therapy to improve left ventricular (LV) function in patients with chronic ischemic cardiomyopathy undergoing CABG, the underlying mechanism and impact of cell injection site remain controversial. Mesenchymal stem cells (MSCs) improve LV structure and function through several effects including reducing fibrosis, neoangiogenesis, and neomyogenesis. OBJECTIVE: To test the hypothesis that the impact on cardiac structure and function after intramyocardial injections of autologous MSCs results from a concordance of prorecovery phenotypic effects. METHODS AND RESULTS: Six patients were injected with autologous MSCs into akinetic/hypokinetic myocardial territories not receiving bypass graft for clinical reasons. MRI was used to measure scar, perfusion, wall thickness, and contractility at baseline, at 3, 6, and 18 months and to compare structural and functional recovery in regions that received MSC injections alone, revascularization alone, or neither. A composite score of MRI variables was used to assess concordance of antifibrotic effects, perfusion, and contraction at different regions. After 18 months, subjects receiving MSCs exhibited increased LV ejection fraction (+9.4 ± 1.7%, P=0.0002) and decreased scar mass (-47.5 ± 8.1%; P<0.0001) compared with baseline. MSC-injected segments had concordant reduction in scar size, perfusion, and contractile improvement (concordant score: 2.93 ± 0.07), whereas revascularized (0.5 ± 0.21) and nontreated segments (-0.07 ± 0.34) demonstrated nonconcordant changes (P<0.0001 versus injected segments). CONCLUSIONS: Intramyocardial injection of autologous MSCs into akinetic yet nonrevascularized segments produces comprehensive regional functional restitution, which in turn drives improvement in global LV function. These findings, although inconclusive because of lack of placebo group, have important therapeutic and mechanistic hypothesis-generating implications. CLINICAL TRIAL REGISTRATION URL: http://clinicaltrials.gov/show/NCT00587990. Unique identifier: NCT00587990.


Subject(s)
Cardiomyopathies/therapy , Cell- and Tissue-Based Therapy/methods , Coronary Artery Bypass , Mesenchymal Stem Cell Transplantation/methods , Myocardial Ischemia/therapy , Myocardium/pathology , Ventricular Dysfunction, Left/therapy , Cicatrix/pathology , Cicatrix/therapy , Fibrosis/pathology , Fibrosis/therapy , Follow-Up Studies , Humans , Injections , Magnetic Resonance Imaging , Male , Middle Aged , Phenotype , Prospective Studies , Time Factors , Treatment Outcome
4.
Pediatr Res ; 77(6): 836-44, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25760546

ABSTRACT

BACKGROUND: Despite years of research, the etiologies of preterm birth remain unclear. In order to help generate new research hypotheses, this study explored spatial and temporal patterns of preterm birth in a large, total-population dataset. METHODS: Data on 145 million US births in 3,000 counties from the Natality Files of the National Center for Health Statistics for 1971-2011 were examined. State trends in early (<34 wk) and late (34-36 wk) preterm birth rates were compared. K-means cluster analyses were conducted to identify gestational age distribution patterns for all US counties over time. RESULTS: A weak association was observed between state trends in <34 wk birth rates and the initial absolute <34 wk birth rate. Significant associations were observed between trends in <34 wk and 34-36 wk birth rates and between white and African American <34 wk births. Periodicity was observed in county-level trends in <34 wk birth rates. Cluster analyses identified periods of significant heterogeneity and homogeneity in gestational age distributional trends for US counties. CONCLUSION: The observed geographic and temporal patterns suggest periodicity and complex, shared influences among preterm birth rates in the United States. These patterns could provide insight into promising hypotheses for further research.


Subject(s)
Gestational Age , Premature Birth/epidemiology , Cluster Analysis , Demography , History, 20th Century , History, 21st Century , Humans , Premature Birth/etiology , Premature Birth/history , Racial Groups , United States/epidemiology
5.
JAMA ; 311(1): 62-73, 2014 Jan 01.
Article in English | MEDLINE | ID: mdl-24247587

ABSTRACT

IMPORTANCE: Whether culture-expanded mesenchymal stem cells or whole bone marrow mononuclear cells are safe and effective in chronic ischemic cardiomyopathy is controversial. OBJECTIVE: To demonstrate the safety of transendocardial stem cell injection with autologous mesenchymal stem cells (MSCs) and bone marrow mononuclear cells (BMCs) in patients with ischemic cardiomyopathy. DESIGN, SETTING, AND PATIENTS: A phase 1 and 2 randomized, blinded, placebo-controlled study involving 65 patients with ischemic cardiomyopathy and left ventricular (LV) ejection fraction less than 50% (September 1, 2009-July 12, 2013). The study compared injection of MSCs (n=19) with placebo (n = 11) and BMCs (n = 19) with placebo (n = 10), with 1 year of follow-up. INTERVENTIONS: Injections in 10 LV sites with an infusion catheter. MAIN OUTCOMES AND MEASURES: Treatment-emergent 30-day serious adverse event rate defined as a composite of death, myocardial infarction, stroke, hospitalization for worsening heart failure, perforation, tamponade, or sustained ventricular arrhythmias. RESULTS: No patient had a treatment-emergent serious adverse events at day 30. The 1-year incidence of serious adverse events was 31.6% (95% CI, 12.6% to 56.6%) for MSCs, 31.6% (95% CI, 12.6%-56.6%) for BMCs, and 38.1% (95% CI, 18.1%-61.6%) for placebo. Over 1 year, the Minnesota Living With Heart Failure score improved with MSCs (-6.3; 95% CI, -15.0 to 2.4; repeated measures of variance, P=.02) and with BMCs (-8.2; 95% CI, -17.4 to 0.97; P=.005) but not with placebo (0.4; 95% CI, -9.45 to 10.25; P=.38). The 6-minute walk distance increased with MSCs only (repeated measures model, P = .03). Infarct size as a percentage of LV mass was reduced by MSCs (-18.9%; 95% CI, -30.4 to -7.4; within-group, P = .004) but not by BMCs (-7.0%; 95% CI, -15.7% to 1.7%; within-group, P = .11) or placebo (-5.2%; 95% CI, -16.8% to 6.5%; within-group, P = .36). Regional myocardial function as peak Eulerian circumferential strain at the site of injection improved with MSCs (-4.9; 95% CI, -13.3 to 3.5; within-group repeated measures, P = .03) but not BMCs (-2.1; 95% CI, -5.5 to 1.3; P = .21) or placebo (-0.03; 95% CI, -1.9 to 1.9; P = .14). Left ventricular chamber volume and ejection fraction did not change. CONCLUSIONS AND RELEVANCE: Transendocardial stem cell injection with MSCs or BMCs appeared to be safe for patients with chronic ischemic cardiomyopathy and LV dysfunction. Although the sample size and multiple comparisons preclude a definitive statement about safety and clinical effect, these results provide the basis for larger studies to provide definitive evidence about safety and to assess efficacy of this new therapeutic approach. TRIAL REGISTRATION: clinicaltrials.gov Identifier: NCT00768066.


Subject(s)
Bone Marrow Transplantation/methods , Mesenchymal Stem Cell Transplantation/methods , Myocardial Ischemia/therapy , Aged , Bone Marrow Transplantation/adverse effects , Cardiomyopathies , Disease Progression , Double-Blind Method , Female , Hospitalization , Humans , Male , Mesenchymal Stem Cell Transplantation/adverse effects , Middle Aged , Myocardial Infarction , Stroke , Survival Analysis , Transplantation, Autologous , Treatment Outcome , Ventricular Dysfunction, Left/therapy
6.
JAMA ; 308(22): 2369-79, 2012 Dec 12.
Article in English | MEDLINE | ID: mdl-23117550

ABSTRACT

CONTEXT: Mesenchymal stem cells (MSCs) are under evaluation as a therapy for ischemic cardiomyopathy (ICM). Both autologous and allogeneic MSC therapies are possible; however, their safety and efficacy have not been compared. OBJECTIVE: To test whether allogeneic MSCs are as safe and effective as autologous MSCs in patients with left ventricular (LV) dysfunction due to ICM. DESIGN, SETTING, AND PATIENTS: A phase 1/2 randomized comparison (POSEIDON study) in a US tertiary-care referral hospital of allogeneic and autologous MSCs in 30 patients with LV dysfunction due to ICM between April 2, 2010, and September 14, 2011, with 13-month follow-up. INTERVENTION: Twenty million, 100 million, or 200 million cells (5 patients in each cell type per dose level) were delivered by transendocardial stem cell injection into 10 LV sites. MAIN OUTCOME MEASURES: Thirty-day postcatheterization incidence of predefined treatment-emergent serious adverse events (SAEs). Efficacy assessments included 6-minute walk test, exercise peak VO2, Minnesota Living with Heart Failure Questionnaire (MLHFQ), New York Heart Association class, LV volumes, ejection fraction (EF), early enhancement defect (EED; infarct size), and sphericity index. RESULTS: Within 30 days, 1 patient in each group (treatment-emergent SAE rate, 6.7%) was hospitalized for heart failure, less than the prespecified stopping event rate of 25%. The 1-year incidence of SAEs was 33.3% (n = 5) in the allogeneic group and 53.3% (n = 8) in the autologous group (P = .46). At 1 year, there were no ventricular arrhythmia SAEs observed among allogeneic recipients compared with 4 patients (26.7%) in the autologous group (P = .10). Relative to baseline, autologous but not allogeneic MSC therapy was associated with an improvement in the 6-minute walk test and the MLHFQ score, but neither improved exercise VO2 max. Allogeneic and autologous MSCs reduced mean EED by −33.21% (95% CI, −43.61% to −22.81%; P < .001) and sphericity index but did not increase EF. Allogeneic MSCs reduced LV end-diastolic volumes. Low-dose concentration MSCs (20 million cells) produced greatest reductions in LV volumes and increased EF. Allogeneic MSCs did not stimulate significant donor-specific alloimmune reactions. CONCLUSIONS: In this early-stage study of patients with ICM, transendocardial injection of allogeneic and autologous MSCs without a placebo control were both associated with low rates of treatment-emergent SAEs, including immunologic reactions. In aggregate, MSC injection favorably affected patient functional capacity, quality of life, and ventricular remodeling. TRIAL REGISTRATION: clinicaltrials.gov Identifier: NCT01087996.


Subject(s)
Bone Marrow Transplantation/methods , Cardiomyopathies/therapy , Mesenchymal Stem Cell Transplantation/methods , Mesenchymal Stem Cells/immunology , Myocardial Ischemia/therapy , Aged , Female , HLA Antigens/immunology , Humans , Male , Middle Aged , Quality of Life , Transplantation, Autologous , Transplantation, Homologous , Treatment Outcome , Ventricular Dysfunction, Left/therapy , Ventricular Remodeling
7.
Healthc Financ Manage ; 66(10): 116, 118, 2012 Oct.
Article in English | MEDLINE | ID: mdl-23088064

ABSTRACT

Many health systems suffer from having too little data to identify significant quality improvement opportunities, while others suffer from the confusion of having too much.


Subject(s)
Data Display , Financial Management, Hospital , Information Storage and Retrieval , Management Information Systems , Humans , United States
8.
iScience ; 25(7): 104585, 2022 Jul 15.
Article in English | MEDLINE | ID: mdl-35789847

ABSTRACT

Establishing the structure-property relationship is extremely valuable for the molecular design of copolymers. However, machine learning (ML) models can incorporate both chemical composition and sequence distribution of monomers, and have the generalization ability to process various copolymer types (e.g., alternating, random, block, and gradient copolymers) with a unified approach are missing. To address this challenge, we formulate four different ML models for investigation, including a feedforward neural network (FFNN) model, a convolutional neural network (CNN) model, a recurrent neural network (RNN) model, and a combined FFNN/RNN (Fusion) model. We use various copolymer types to systematically validate the performance and generalizability of different models. We find that the RNN architecture that processes the monomer sequence information both forward and backward is a more suitable ML model for copolymers with better generalizability. As a supplement to polymer informatics, our proposed approach provides an efficient way for the evaluation of copolymers.

9.
STAR Protoc ; 3(4): 101875, 2022 12 16.
Article in English | MEDLINE | ID: mdl-36595914

ABSTRACT

Structure-property relationships are extremely valuable when predicting the properties of polymers. This protocol demonstrates a step-by-step approach, based on multiple machine learning (ML) architectures, which is capable of processing copolymer types such as alternating, random, block, and gradient copolymers. We detail steps for necessary software installation and construction of datasets. We further describe training and optimization steps for four neural network models and subsequent model visualization and comparison using training and test values. For complete details on the use and execution of this protocol, please refer to Tao et al. (2022).1.


Subject(s)
Machine Learning , Neural Networks, Computer , Polymers , Software
10.
Am Heart J ; 161(3): 487-93, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21392602

ABSTRACT

Although there is tremendous interest in stem cell (SC)-based therapies for cardiomyopathy caused by chronic myocardial infarction, many unanswered questions regarding the best approach remain. The TAC-HFT study is a phase I/II randomized, double-blind, placebo-controlled trial designed to address several of these questions, including the optimal cell type, delivery technique, and population. This trial compares autologous mesenchymal SCs (MSCs) and whole bone marrow mononuclear cells (BMCs). In addition, the study will use a novel helical catheter to deliver cells transendocardially. Although most trials have used intracoronary delivery, the optimal method is unknown and data suggest that the transendocardial approach may have important advantages. Several trials support the benefit of SCs in patients with chronic ischemic cardiomyopathy (ICMP), although the sample sizes have been small and the number of trials sparse. After a pilot phase of 8 patients, 60 patients with ICMP (left ventricular ejection fraction 15%-50%) will be randomized to group A (30 patients further randomized to receive MSC injection or placebo in a 2:1 fashion) or group B (30 patients further randomized to BMCs or placebo in a 2:1 fashion). All patients will undergo bone marrow aspiration and transendocardial injection of SCs or placebo. The primary and secondary objectives are, respectively, to demonstrate the safety and efficacy (determined primarily by cardiac magnetic resonance imaging) of BMCs and MSCs administered transendocardially in patients with ICMP.


Subject(s)
Bone Marrow Transplantation/methods , Heart Failure/therapy , Mesenchymal Stem Cell Transplantation/methods , Ventricular Dysfunction, Left/therapy , Double-Blind Method , Heart Failure/etiology , Humans , Magnetic Resonance Imaging, Cine , Myocardial Infarction/complications , Tissue and Organ Harvesting , Transplantation, Autologous
12.
J Healthc Manag ; 61(6): 391-395, 2016.
Article in English | MEDLINE | ID: mdl-28319956
13.
J Healthc Manag ; 61(5): 311-313, 2016.
Article in English | MEDLINE | ID: mdl-28319967
14.
Case Rep Hematol ; 2021: 8883335, 2021.
Article in English | MEDLINE | ID: mdl-33854804

ABSTRACT

The etiology of anemia in liver cirrhosis is multifactorial; one less recognized cause is hemolytic anemia due to spur cells, known as spur cell anemia. We present the case of a 57-year-old woman with alcoholic cirrhosis who presented with symptomatic macrocytic anemia with a hemoglobin level of 7.4 g/dL and signs of decompensated liver disease. Notably, she had no signs of overt bleeding. Further workup was consistent with hemolysis, with peripheral smear demonstrating spur cells. The patient was treated with both steroids and IVIG, although she eventually expired. The characteristic morphology of spur cells is due to alteration of the lipid composition of the erythrocyte membrane, changing its shape and leading to splenic sequestration and destruction. Characteristic of this disorder is an increased ratio of cholesterol to phospholipid on the membrane, as well as low levels of apolipoproteins and low- and high-density lipoproteins. The presence of spur cells is an indicator of poor prognosis and high risk of mortality. Currently, the only definitive cure is liver transplantation. There is a paucity of literature on the prevalence of this phenomenon and even less about treatment. This case highlights the importance of recognition of spur cell anemia as a cause of anemia in cirrhosis as well as the importance of the peripheral smear in the diagnostic workup. Early recognition can lead to avoidance of unnecessary procedures. Further research is needed to elucidate the true prevalence of spur cell anemia and examine further treatment options.

15.
Front Health Serv Manage ; 27(1): 3-11, 2010.
Article in English | MEDLINE | ID: mdl-21090212

ABSTRACT

With profound changes in reimbursement policy on the horizon, organizations are preparing a variety of responses to ensure long-term success. Most are anticipating decreases in reimbursement rates from most payers. Whether due to nonpayment for hospital-acquired complications and infections, reductions due to high readmission rates, or a move toward value-based purchasing and bundled payment models, the impact is predicted to be substantial. Because of these sweeping changes, organizations must quickly prepare a thoughtful, effective response to ensure their financial stability. At the heart of these global changes in reimbursement, including those in the healthcare reform legislation, is a drive toward integration, the formation of integrated delivery systems in response to changing financial incentives. However, the new integrated systems must be not just an assemblage of the required components, but a true functional integration in which patients experience a seamless continuum of care that is highly coordinated, efficient, effective, and accessible. In this article, we'll address changes in reimbursement and recommended responses from three perspectives. First, we offer a three-pronged approach for managing general decreases in reimbursement. Second, we highlight strategies for managing nonpayment for readmissions, focusing on the demonstration project in the state of Michigan, MI STAAR. And finally, we review managing patient care in an environment of bundled payment, including the interventions at the center of the PROMETHEUS demonstration project.


Subject(s)
Economics, Hospital/organization & administration , Policy Making , Reimbursement Mechanisms/legislation & jurisprudence , Health Care Reform , Planning Techniques , United States
20.
Healthc Financ Manage ; 64(1): 80-7, 2010 Jan.
Article in English | MEDLINE | ID: mdl-20088475

ABSTRACT

To dramatically improve quality while decreasing costs, hospitals should: ensure all executives are vocal and visible supporters of quality improvement; focus the board of directors on quality as a strategic priority; strategically target quality resources to improve care for the majority of patients; use the finance system as the foundation for automated quality reporting; form a strong alliance between the CFO and chief quality officer, with each playing a leadership role in the quality program; rely on a well-executed quality program to improve efficiency and decrease the cost of care.


Subject(s)
Efficiency, Organizational , Quality Assurance, Health Care/organization & administration , Guidelines as Topic , Health Facilities , Hospital Administration , United States
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