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1.
Front Immunol ; 15: 1258369, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38933266

RESUMEN

Autoantigen-specific immunotherapy using peptides offers a more targeted approach to treat autoimmune diseases, but clinical implementation has been challenging. We previously showed that multivalent delivery of peptides as soluble antigen arrays (SAgAs) efficiently protects against spontaneous autoimmune diabetes in the non-obese diabetic (NOD) mouse model. Here, we compared the efficacy, safety, and mechanisms of action of SAgAs versus free peptides. SAgAs, but not their corresponding free peptides at equivalent doses, efficiently prevented the development of diabetes. SAgAs increased the frequency of regulatory T cells among peptide-specific T cells or induce their anergy/exhaustion or deletion, depending on the type of SAgA used (hydrolysable (hSAgA) and non-hydrolysable 'click' SAgA (cSAgA)) and duration of treatment, whereas their corresponding free peptides induced a more effector phenotype following delayed clonal expansion. Over time, the peptides induced an IgE-independent anaphylactic reaction, the incidence of which was significantly delayed when peptides were in SAgA form rather than in free form. Moreover, the N-terminal modification of peptides with aminooxy or alkyne linkers, which was needed for grafting onto hyaluronic acid to make hSAgA or cSAgA variants, respectively, influenced their stimulatory potency and safety, with alkyne-functionalized peptides being more potent and less anaphylactogenic than aminooxy-functionalized peptides. Immunologic anaphylaxis occurred in NOD mice in a dose-dependent manner but not in C57BL/6 or BALB/c mice; however, its incidence did not correlate with the level of anti-peptide antibodies. We provide evidence that SAgAs significantly improve the efficacy of peptides to induce tolerance and prevent autoimmune diabetes while at the same time reducing their anaphylactogenic potential.


Asunto(s)
Diabetes Mellitus Tipo 1 , Tolerancia Inmunológica , Ratones Endogámicos NOD , Péptidos , Animales , Ratones , Diabetes Mellitus Tipo 1/inmunología , Péptidos/inmunología , Péptidos/administración & dosificación , Femenino , Autoantígenos/inmunología , Linfocitos T Reguladores/inmunología , Inmunoterapia/métodos , Anafilaxia/prevención & control , Anafilaxia/inmunología , Desensibilización Inmunológica/métodos , Desensibilización Inmunológica/efectos adversos
2.
Mol Pharm ; 20(8): 3741-3756, 2023 08 07.
Artículo en Inglés | MEDLINE | ID: mdl-37410969

RESUMEN

Autoimmune diseases are characterized by aberrant immune responses toward self-antigens. Current treatments lack specificity, promoting adverse effects by broadly suppressing the immune system. Therapies that specifically target the immune cells responsible for disease are a compelling strategy to mitigate adverse effects. Multivalent formats that display numerous binding epitopes off a single scaffold may enable selective immunomodulation by eliciting signals through pathways unique to the targeted immune cells. However, the architecture of multivalent immunotherapies can vary widely, and there is limited clinical data with which to evaluate their efficacy. Here, we set forth to review the architectural properties and functional mechanisms afforded by multivalent ligands and evaluate four multivalent scaffolds that address autoimmunity by altering B cell signaling pathways. First, we address both synthetic and natural polymer backbones functionalized with a variety of small molecule, peptide, and protein ligands for probing the effects of valency and costimulation. Then, we review nanoparticles composed entirely from immune signals which have been shown to be efficacious. Lastly, we outline multivalent liposomal nanoparticles capable of displaying high numbers of protein antigens. Taken together, these examples highlight the versatility and desirability of multivalent ligands for immunomodulation and illuminate strengths and weaknesses of multivalent scaffolds for treating autoimmunity.


Asunto(s)
Enfermedades Autoinmunes , Linfocitos B , Humanos , Ligandos , Tolerancia Inmunológica , Autoantígenos , Inmunoterapia
3.
bioRxiv ; 2023 May 07.
Artículo en Inglés | MEDLINE | ID: mdl-37205572

RESUMEN

Autoantigen-specific immunotherapy using peptides offers a more targeted approach to treat autoimmune diseases, but the limited in vivo stability and uptake of peptides impedes clinical implementation. We previously showed that multivalent delivery of peptides as soluble antigen arrays (SAgAs) efficiently protects against spontaneous autoimmune diabetes in the non-obese diabetic (NOD) mouse model. Here, we compared the efficacy, safety, and mechanisms of action of SAgAs versus free peptides. SAgAs, but not their corresponding free peptides at equivalent doses, efficiently prevented the development of diabetes. SAgAs increased the frequency of regulatory T cells among peptide-specific T cells or induce their anergy/exhaustion or deletion, depending on the type of SAgA (hydrolysable (hSAgA) and non-hydrolysable 'click' SAgA (cSAgA)) and duration of treatment, whereas their corresponding free peptides induced a more effector phenotype following delayed clonal expansion. Moreover, the N-terminal modification of peptides with aminooxy or alkyne linkers, which was needed for grafting onto hyaluronic acid to make hSAgA or cSAgA variants, respectively, influenced their stimulatory potency and safety, with alkyne-functionalized peptides being more potent and less anaphylactogenic than aminooxy-functionalized peptides. Both SAgA variants significantly delayed anaphylaxis compared to their respective free peptides. The anaphylaxis, which occurred in NOD mice but not in C57BL/6 mice, was dose-dependent but did not correlate with the production of IgG1 or IgE against the peptides. We provide evidence that SAgAs significantly improve the efficacy and safety of peptide-based immunotherapy.

4.
Diabetes ; 70(6): 1334-1346, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33468513

RESUMEN

Antigen-specific immunotherapy (ASIT) offers a targeted treatment of autoimmune diseases that selectively inhibits autoreactive lymphocytes, but there remains an unmet need for approaches that address the limited clinical efficacy of ASIT. Soluble antigen arrays (SAgAs) deliver antigenic peptides or proteins in multivalent form, attached to a hyaluronic acid backbone using either hydrolysable linkers (hSAgAs) or stable click chemistry linkers (cSAgAs). They were evaluated for the ability to block spontaneous development of disease in a nonobese diabetic mouse model of type 1 diabetes (T1D). Two peptides, a hybrid insulin peptide and a mimotope, efficiently prevented the onset of T1D when delivered in combination as SAgAs, but not individually. Relative to free peptides administered at equimolar dose, SAgAs (particularly cSAgAs) enabled a more effective engagement of antigen-specific T cells with greater persistence and induction of tolerance markers, such as CD73, interleukin-10, programmed death-1, and KLRG-1. Anaphylaxis caused by free peptides was attenuated using hSAgA and obviated using cSAgA platforms. Despite similarities, the two peptides elicited largely nonoverlapping and possibly complementary responses among endogenous T cells in treated mice. Thus, SAgAs offer a novel and promising ASIT platform superior to free peptides in inducing tolerance while mitigating risks of anaphylaxis for the treatment of T1D.


Asunto(s)
Diabetes Mellitus Tipo 1/terapia , Péptidos/farmacocinética , Análisis por Matrices de Proteínas , Animales , Autoantígenos/inmunología , Química Clic , Diabetes Mellitus Experimental/inmunología , Diabetes Mellitus Experimental/terapia , Diabetes Mellitus Tipo 1/inmunología , Sistemas de Liberación de Medicamentos , Liberación de Fármacos , Femenino , Inmunoterapia/instrumentación , Inmunoterapia/métodos , Masculino , Ratones , Ratones Endogámicos NOD , Ratones Transgénicos , Fragmentos de Péptidos/administración & dosificación , Fragmentos de Péptidos/farmacocinética , Péptidos/administración & dosificación , Inducción de Remisión/métodos , Solubilidad , Resultado del Tratamiento
5.
Ind Eng Chem Res ; 60(47): 16839-16853, 2021 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-38646185

RESUMEN

Fc fusions are a growing class of drugs comprising an antibody Fc domain covalently linked to a protein or peptide and can pose manufacturing challenges. In this study we evaluated three synthetic approaches to generate Fc fusions, using Fc-insulin as a model drug candidate. Engineered human IgG1 was digested with HRV3C to produce an Fc fragment with a C-terminal sortase tag (Fc-LPETGGH6). The synthesis of Fc-insulin2 from Fc-LPETGGH6 was evaluated with direct sortase-mediated ligation (SML) and two chemoenzymatic strategies. Direct SML was performed with triglycine-insulin, and chemoenzymatic strategies used to SML fuse either triglycine-azide or triglycine-DBCO prior to linking insulin with copper-catalyzed or strain-promoted azidealkyne cycloaddition. Reaction conditions were optimized by evaluating reagent concentrations, relative equivalents, temperature, and time. Direct SML provided the most effective reaction yields, converting 60-70% of Fc-LPETGGH6 to Fc-insulin2, whereas our optimized chemoenzymatic synthesis converted 30-40% of Fc-LPETGGH6 to Fc-insulin2. Here we show that SML is a practical and efficient method to synthesize Fc fusions and provide an optimized pathway for fusion drug synthesis.

6.
J Vis Exp ; (164)2020 10 20.
Artículo en Inglés | MEDLINE | ID: mdl-33165322

RESUMEN

Fluorescent antigen production is a critical step in the identification of antigen-specific B cells. Here, we detailed the preparation, purification, and the use of four-arm, fluorescent PEG-antigen conjugates to selectively identify antigen-specific B cells through avid engagement with cognate B cell receptors. Using modular click chemistry and commercially available fluorophore kit chemistries, we demonstrated the versatility of preparing customized fluorescent PEG-conjugates by creating distinct arrays for proteolipid protein (PLP139-151) and insulin, which are important autoantigens in murine models of multiple sclerosis and type 1 diabetes, respectively. Assays were developed for each fluorescent conjugate in its respective disease model using flow cytometry. Antigen arrays were compared to monovalent autoantigen to quantify the benefit of multimerization onto PEG backbones. Finally, we illustrated the utility of this platform by isolating and assessing anti-insulin B cell responses after antigen stimulation ex vivo. Labeling insulin-specific B cells enabled the amplified detection of changes to co-stimulation (CD86) that were otherwise dampened in aggregate B cell analysis. Together, this report enables the production and use of fluorescent antigen arrays as a robust tool for probing B cell populations.


Asunto(s)
Antígenos/química , Antígenos/inmunología , Linfocitos B/inmunología , Colorantes Fluorescentes/química , Polimerizacion , Animales , Química Clic , Diabetes Mellitus Tipo 1/inmunología , Humanos , Ratones , Esclerosis Múltiple/inmunología
7.
Mol Pharm ; 17(11): 4201-4211, 2020 11 02.
Artículo en Inglés | MEDLINE | ID: mdl-32903002

RESUMEN

Many autoimmune therapies focus on immune suppression to reduce symptom severity and halt disease progression; however, currently approved treatments lack specificity for the autoantigen and rely on more global immune suppression. Multivalent antigen arrays can disarm pathogenic autoimmune B cell populations that specifically recognize the antigen of interest via their B cell receptor (BCR). Disarmament may be achieved by BCR engagement, cross-linking, and sustained receptor occupancy as a result of multivalent, high avidity BCR binding. To engage and explore this mechanism, a tetramer display of the encephalogenic proteolipid peptide (PLP139-151), referred to as 4-arm PLP139-151, was synthesized by copper-catalyzed azide-alkyne cycloaddition chemistry. Subcutaneous administration of 4-arm PLP139-151 completely ameliorated symptoms of paralysis in a mouse model of multiple sclerosis known as experimental autoimmune encephalomyelitis. Competitive binding of 4-arm PLP139-151 to PLP139-151-specific IgG in the mouse serum demonstrated the enhanced avidity associated with the multivalent array compared to the free peptide. Furthermore, key PLP139-151-reactive B cells were depleted following 4-arm PLP139-151 treatment, resulting in significant reduction of proinflammatory cytokines. Together, these data demonstrate the potential of 4-arm PLP139-151 to silence autoreactive B cell populations and limit the downstream activation of effector cells.


Asunto(s)
Autoantígenos/administración & dosificación , Linfocitos B/inmunología , Encefalomielitis Autoinmune Experimental/terapia , Tolerancia Inmunológica , Inmunoterapia/métodos , Esclerosis Múltiple/terapia , Proteína Proteolipídica de la Mielina/administración & dosificación , Fragmentos de Péptidos/administración & dosificación , Administración Tópica , Animales , Autoantígenos/sangre , Autoantígenos/inmunología , Encefalomielitis Autoinmune Experimental/sangre , Encefalomielitis Autoinmune Experimental/inmunología , Femenino , Inmunoglobulina G/sangre , Ratones , Esclerosis Múltiple/sangre , Esclerosis Múltiple/inmunología , Proteína Proteolipídica de la Mielina/sangre , Proteína Proteolipídica de la Mielina/inmunología , Parálisis/sangre , Parálisis/inmunología , Parálisis/terapia , Fragmentos de Péptidos/sangre , Fragmentos de Péptidos/inmunología , Receptores de Antígenos de Linfocitos B/inmunología , Resultado del Tratamiento
8.
ACS Appl Bio Mater ; 3(9): 6319-6330, 2020 Sep 21.
Artículo en Inglés | MEDLINE | ID: mdl-35021762

RESUMEN

Adaptive immunity plays a central role in the pathogenesis of type 1 diabetes. Among past treatment approaches, B cell ablation has yielded unmistakable therapeutic potency; however, global immunosuppression imposes unacceptable risks to a patient population consisting of children. Multivalent antigen arrays represent a compelling strategy for targeted immunosuppression by selectively engaging and inactivating autoreactive B cells. Here, we report the design and characterization of 4-arm polyethylene glycol-insulin (PEG-Ins) conjugates as multivalent arrays for autoreactive B cell engagement. First, we selectively modified human insulin at the B29 residue to retain antigenicity. Next, we conjugated the modified proteins to 20 kDa, 4-arm polyethylene glycol backbones to produce multivalent PEG-Ins constructs. Mass spectrometry, circular dichroism, and dynamic light scattering indicated that the structure of insulin was maintained in the much larger, multivalent construct. PEG-Ins conjugates demonstrated an ex vivo immunological effect in splenocytes harboring an anti-insulin B cell receptor (VH125SD) by inactivating B cells and promoting an anergic phenotype that was downregulated in B cell receptor expression (CD79b), and PEG-Ins conjugates did not mobilize calcium upon B cell receptor stimulation. These data support the further study of PEG-Ins conjugates in animal models of type 1 diabetes.

9.
Mol Pharm ; 16(6): 2452-2461, 2019 06 03.
Artículo en Inglés | MEDLINE | ID: mdl-31083955

RESUMEN

Multiple sclerosis represents the world's most common cause of neurological disability in young people and is attributed to a loss of immune tolerance toward proteins of the myelin sheath. Typical treatment options for MS patients involve immunomodulatory drugs, which act nonspecifically, resulting in global immunosuppression. The study discussed herein aims to demonstrate the efficacy of antigen-specific immunotherapies involving the conjugation of disease causing autoantigen, PLP139-151, and a potent immunosuppressant, dexamethasone. Antigen-drug conjugates (AgDCs) were formed using copper-catalyzed azide-alkyne cycloaddition chemistry with the inclusion of a hydrolyzable linker to maintain the activity of released dexamethasone. Subcutaneous administration of this antigen-drug conjugates to SJL mice induced with experimental autoimmune encephalomyelitis, protected the mice from a symptom onset throughout the 25 day study, demonstrating enhanced efficacy in comparison to dexamethasone treatment. These results highlight the benefits of co-delivery of autoantigens with immunosuppressant drugs as AgDCs for the treatment of autoimmune diseases.


Asunto(s)
Encefalomielitis Autoinmune Experimental/tratamiento farmacológico , Inmunoterapia/métodos , Animales , Autoantígenos/inmunología , Autoinmunidad/efectos de los fármacos , Dexametasona/uso terapéutico , Encefalomielitis Autoinmune Experimental/inmunología , Encefalomielitis Autoinmune Experimental/metabolismo , Femenino , Inmunosupresores/uso terapéutico , Espectroscopía de Resonancia Magnética , Ratones
10.
J Org Chem ; 83(2): 980-992, 2018 01 19.
Artículo en Inglés | MEDLINE | ID: mdl-29271194

RESUMEN

A reliable protocol to synthesize both racemic and chiral (E)-4-iodobut-3-en-1-ols from aldehydes or epoxides, respectively, containing various aromatic and aliphatic substitutions has been established. The utility of these compounds was then demonstrated by providing access to known fungal decanolides as well as novel aromatic macrocycles. The protocol provided a gram-scale route to (-)-aspinolide A and (-)-5-epi-aspinolide A utilizing a catalytic Nozaki-Hiyama-Kishi reaction to close the macrolide in the final step in 65-84% yields.


Asunto(s)
Butanoles/síntesis química , Lactonas/síntesis química , Compuestos Macrocíclicos/síntesis química , Aldehídos/química , Butanoles/química , Compuestos Epoxi/química , Lactonas/química , Compuestos Macrocíclicos/química , Estructura Molecular , Estereoisomerismo
11.
Bioconjug Chem ; 29(3): 686-701, 2018 03 21.
Artículo en Inglés | MEDLINE | ID: mdl-29287474

RESUMEN

Interrogating biological systems is often limited by access to biological probes. The emergence of "click chemistry" has revolutionized bioconjugate chemistry by providing facile reaction conditions amenable to both biologic molecules and small molecule probes such as fluorophores, toxins, or therapeutics. One particularly popular version is the copper-catalyzed azide-alkyne cycloaddition (AAC) reaction, which has spawned new alternatives such as the strain-promoted azide-alkyne cycloaddition reaction, among others. This focused review highlights practical approaches to AAC reactions for the synthesis of peptide or protein bioconjugates and contrasts current challenges and limitations in light of recent advances in the field. The conical success of antibody drug conjugates has expanded the toolbox of linkers and payloads to facilitate practical applications of bioconjugation to create novel therapeutics and biologic probes. The AAC reaction in particular is poised to enable a large set of functionalized molecules as a combinatorial approach to high-throughput bioconjugate generation, screening, and honing of lead compounds.


Asunto(s)
Alquinos/química , Azidas/química , Química Clic/métodos , Reacción de Cicloadición/métodos , Ácidos Nucleicos/química , Péptidos/química , Proteínas/química , Alquinos/síntesis química , Animales , Azidas/síntesis química , Humanos , Ácidos Nucleicos/síntesis química , Péptidos/síntesis química , Proteínas/síntesis química
12.
Circulation ; 125(19): 2353-62, 2012 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-22447809

RESUMEN

BACKGROUND: Pressure overload resulting from aortic stenosis causes maladaptive ventricular and vascular remodeling that can lead to pulmonary hypertension, heart failure symptoms, and adverse outcomes. Retarding or reversing this maladaptive remodeling and its unfavorable hemodynamic consequences has the potential to improve morbidity and mortality. Preclinical models of pressure overload have shown that phosphodiesterase type 5 inhibition is beneficial; however, the use of phosphodiesterase type 5 inhibitors in patients with aortic stenosis is controversial because of concerns about vasodilation and hypotension. METHODS AND RESULTS: We evaluated the safety and hemodynamic response of 20 subjects with severe symptomatic aortic stenosis (mean aortic valve area, 0.7 ± 0.2 cm(2); ejection fraction, 60 ± 14%) who received a single oral dose of sildenafil (40 or 80 mg). Compared with baseline, after 60 minutes, sildenafil reduced systemic (-12%; P<0.001) and pulmonary (-29%; P=0.002) vascular resistance, mean pulmonary artery (-25%; P<0.001) and wedge (-17%; P<0.001) pressures, and increased systemic (13%; P<0.001) and pulmonary (45%; P<0.001) vascular compliance and stroke volume index (8%; P=0.01). These changes were not dose dependent. Sildenafil caused a modest decrease in mean systemic arterial pressure (-11%; P<0.001) but was well tolerated with no episodes of symptomatic hypotension. CONCLUSIONS: This study shows for the first time that a single dose of a phosphodiesterase type 5 inhibitor is safe and well tolerated in patients with severe aortic stenosis and is associated with improvements in pulmonary and systemic hemodynamics resulting in biventricular unloading. These findings support the need for longer-term studies to evaluate the role of phosphodiesterase type 5 inhibition as adjunctive medical therapy in patients with aortic stenosis.


Asunto(s)
Estenosis de la Válvula Aórtica/tratamiento farmacológico , Estenosis de la Válvula Aórtica/fisiopatología , Fosfodiesterasas de Nucleótidos Cíclicos Tipo 5/metabolismo , Inhibidores de Fosfodiesterasa 5/administración & dosificación , Piperazinas/administración & dosificación , Circulación Pulmonar/efectos de los fármacos , Sulfonas/administración & dosificación , Anciano , Anciano de 80 o más Años , Estenosis de la Válvula Aórtica/diagnóstico por imagen , Presión Sanguínea/efectos de los fármacos , Adaptabilidad/efectos de los fármacos , Femenino , Humanos , Masculino , Inhibidores de Fosfodiesterasa 5/efectos adversos , Piperazinas/efectos adversos , Purinas/administración & dosificación , Purinas/efectos adversos , Índice de Severidad de la Enfermedad , Citrato de Sildenafil , Volumen Sistólico/efectos de los fármacos , Sulfonas/efectos adversos , Resultado del Tratamiento , Ultrasonografía , Resistencia Vascular/efectos de los fármacos , Función Ventricular Izquierda/efectos de los fármacos , Función Ventricular Derecha/efectos de los fármacos
13.
Circ Heart Fail ; 4(3): 286-92, 2011 May.
Artículo en Inglés | MEDLINE | ID: mdl-21357546

RESUMEN

BACKGROUND: The diabetic heart exhibits increased left ventricular (LV) mass and reduced ventricular function. However, this relationship has not been studied in patients with aortic stenosis (AS), a disease process that causes LV hypertrophy and dysfunction through a distinct mechanism of pressure overload. The aim of this study was to determine how diabetes mellitus (DM) affects LV remodeling and function in patients with severe AS. METHODS AND RESULTS: Echocardiography was performed on 114 patients with severe AS (mean aortic valve area [AVA], 0.6 cm(2)) and included measures of LV remodeling and function. Multivariable linear regression models investigated the independent effect of DM on these aspects of LV structure and function. Compared to patients without diabetes (n=60), those with diabetes (n=54) had increased LV mass and LV end-systolic and end-diastolic dimensions, and decreased LV ejection fraction (EF) and longitudinal systolic strain (all P<0.01). In multivariable analyses adjusting for age, sex, systolic blood pressure, AVA, body surface area, and coronary disease, DM was an independent predictor of increased LV mass (ß=26 g, P=0.01), LV end-systolic dimension (ß=0.5 cm, P=0.008), and LV end-diastolic dimension (ß=0.3 cm, P=0.025). After also adjusting for LV mass, DM was associated with reduced longitudinal systolic strain (ß=1.9%, P=0.023) and a trend toward reduced EF (ß=-5%, P=0.09). Among patients with diabetes, insulin use (as a marker of disease severity) was associated with larger LV end-systolic dimension and worse LV function. LV mass was a strong predictor of reduced EF and systolic strain (both P<0.001). CONCLUSIONS: DM has an additive adverse effect on hypertrophic remodeling (increased LV mass and larger cavity dimensions) and is associated with reduced systolic function in patients with AS beyond known factors of pressure overload.


Asunto(s)
Estenosis de la Válvula Aórtica/fisiopatología , Cardiomiopatías Diabéticas/fisiopatología , Hipertrofia Ventricular Izquierda/fisiopatología , Remodelación Ventricular , Anciano , Anciano de 80 o más Años , Estenosis de la Válvula Aórtica/diagnóstico por imagen , Femenino , Humanos , Hipertrofia Ventricular Izquierda/diagnóstico por imagen , Masculino , Ultrasonografía , Remodelación Ventricular/fisiología
14.
J Am Soc Echocardiogr ; 24(2): 135-48, 2011 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-21236640

RESUMEN

An increasing number of patients are implanted with continuous-flow left ventricular assist devices (LVAD) for the treatment of severe congestive heart failure. In parallel with this growing experience has been an increase in knowledge of how these devices alter cardiac physiology and the important implications this has for cardiac function. Echocardiography offers the ability to provide serial noninvasive evaluation before and after LVAD implantation to document these changes, guide management decisions, and identify LVAD dysfunction. The authors detail a comprehensive assessment of LVAD function by transthoracic echocardiography.


Asunto(s)
Ecocardiografía/métodos , Insuficiencia Cardíaca/diagnóstico por imagen , Insuficiencia Cardíaca/cirugía , Corazón Auxiliar , Disfunción Ventricular Izquierda/diagnóstico por imagen , Disfunción Ventricular Izquierda/cirugía , Análisis de Falla de Equipo/métodos , Insuficiencia Cardíaca/complicaciones , Humanos , Pronóstico , Resultado del Tratamiento , Disfunción Ventricular Izquierda/etiología
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