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1.
Cell Rep ; 41(10): 111769, 2022 12 06.
Artículo en Inglés | MEDLINE | ID: mdl-36476866

RESUMEN

Monocytes are highly plastic immune cells that modulate antitumor immunity. Therefore, identifying factors that regulate tumor monocyte functions is critical for developing effective immunotherapies. Here, we determine that endogenous cancer cell-derived type I interferons (IFNs) control monocyte functional polarization. Guided by single-cell transcriptomic profiling of human and mouse tumors, we devise a strategy to distinguish and separate immunostimulatory from immunosuppressive tumor monocytes by surface CD88 and Sca-1 expression. Leveraging this approach, we show that cGAS-STING-regulated cancer cell-derived IFNs polarize immunostimulatory monocytes associated with anti-PD-1 immunotherapy response in mice. We also demonstrate that immunosuppressive monocytes convert into immunostimulatory monocytes upon cancer cell-intrinsic cGAS-STING activation. Consistently, we find that human cancer cells can produce type I IFNs that polarize monocytes, and our immunostimulatory monocyte gene signature is enriched in patient tumors that respond to anti-PD-1 immunotherapy. Our work exposes a role for cancer cell-derived IFNs in licensing monocyte functions that influence immunotherapy outcomes.


Asunto(s)
Interferón Tipo I , Neoplasias , Humanos , Ratones , Animales , Monocitos
2.
Annu Int Conf IEEE Eng Med Biol Soc ; 2021: 2248-2251, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34891734

RESUMEN

Many recent studies show that the COVID-19 pandemic has been severely affecting the mental wellness of people with Parkinson's disease. In this study, we propose a machine learning-based approach to predict the level of anxiety and depression among participants with Parkinson's disease using surveys conducted before and during the pandemic in order to provide timely intervention. The proposed method successfully predicts one's depression level using automated machine learning with a root mean square error (RMSE) of 2.841. In addition, we performed model importance and feature importance analysis to reduce the number of features from 5,308 to 4 for maximizing the survey completion rate while minimizing the RMSE and computational complexity.


Asunto(s)
COVID-19 , Enfermedad de Parkinson , Depresión/epidemiología , Humanos , Pandemias , Enfermedad de Parkinson/epidemiología , SARS-CoV-2
3.
Sci Transl Med ; 12(549)2020 06 24.
Artículo en Inglés | MEDLINE | ID: mdl-32581132

RESUMEN

Monoclonal antibodies that block the programmed cell death 1 (PD-1) checkpoint have revolutionized cancer immunotherapy. However, many major tumor types remain unresponsive to anti-PD-1 therapy, and even among responsive tumor types, most of the patients do not develop durable antitumor immunity. It has been shown that bispecific antibodies activate T cells by cross-linking the TCR/CD3 complex with a tumor-specific antigen (TSA). The class of TSAxCD3 bispecific antibodies have generated exciting results in early clinical trials. We have recently described another class of "costimulatory bispecifics" that cross-link a TSA to CD28 (TSAxCD28) and cooperate with TSAxCD3 bispecifics. Here, we demonstrate that these TSAxCD28 bispecifics (one specific for prostate cancer and the other for epithelial tumors) can also synergize with the broader anti-PD-1 approach and endow responsiveness-as well as long-term immune memory-against tumors that otherwise do not respond to anti-PD-1 alone. Unlike CD28 superagonists, which broadly activate T cells and induce cytokine storm, TSAxCD28 bispecifics display little or no toxicity when used alone or in combination with a PD-1 blocker in genetically humanized immunocompetent mouse models or in primates and thus may provide a well-tolerated and "off the shelf" combination approach with PD-1 immunotherapy that can markedly enhance antitumor efficacy.


Asunto(s)
Anticuerpos Biespecíficos , Neoplasias , Animales , Anticuerpos Biespecíficos/uso terapéutico , Antígenos CD28 , Humanos , Inmunoterapia , Ratones , Neoplasias/tratamiento farmacológico , Receptor de Muerte Celular Programada 1
4.
Sci Transl Med ; 12(525)2020 01 08.
Artículo en Inglés | MEDLINE | ID: mdl-31915305

RESUMEN

T cell activation is initiated upon binding of the T cell receptor (TCR)/CD3 complex to peptide-major histocompatibility complexes ("signal 1"); activation is enhanced by engagement of a second "costimulatory" receptor, such as the CD28 receptor on T cells binding to its cognate ligand(s) on the target cell ("signal 2"). CD3-based bispecific antibodies act by replacing conventional signal 1, linking T cells to tumor cells by binding a tumor-specific antigen (TSA) with one arm of the bispecific and bridging to TCR/CD3 with the other. Although some of these so-called TSAxCD3 bispecifics have demonstrated promising antitumor efficacy in patients with cancer, their activity remains to be optimized. Here, we introduce a class of bispecific antibodies that mimic signal 2 by bridging TSA to the costimulatory CD28 receptor on T cells. We term these TSAxCD28 bispecifics and describe two such bispecific antibodies: one specific for ovarian and the other for prostate cancer antigens. Unlike CD28 superagonists, which broadly activate T cells and resulted in profound toxicity in early clinical trials, these TSAxCD28 bispecifics show limited activity and no toxicity when used alone in genetically humanized immunocompetent mouse models or in primates. However, when combined with TSAxCD3 bispecifics, they enhance the artificial synapse between a T cell and its target cell, potentiate T cell activation, and markedly improve antitumor activity of CD3 bispecifics in a variety of xenogeneic and syngeneic tumor models. Combining this class of CD28-costimulatory bispecific antibodies with the emerging class of TSAxCD3 bispecifics may provide well-tolerated, off-the-shelf antibody therapies with robust antitumor efficacy.


Asunto(s)
Anticuerpos Biespecíficos/inmunología , Antígenos CD28/inmunología , Complejo CD3/inmunología , Neoplasias/inmunología , Animales , Antígenos de Neoplasias/inmunología , Línea Celular Tumoral , Proliferación Celular , Citocinas/metabolismo , Citotoxicidad Inmunológica , Femenino , Células HEK293 , Humanos , Sinapsis Inmunológicas/metabolismo , Activación de Linfocitos/inmunología , Macaca fascicularis , Ratones , Neoplasias/patología , Receptores de Antígenos de Linfocitos T/metabolismo , Linfocitos T/inmunología , Ensayos Antitumor por Modelo de Xenoinjerto
5.
Sci Immunol ; 3(29)2018 11 02.
Artículo en Inglés | MEDLINE | ID: mdl-30389797

RESUMEN

Most patients with cancer do not develop durable antitumor responses after programmed cell death protein 1 (PD-1) or programmed cell death ligand 1(PD-L1) checkpoint inhibition monotherapy because of an ephemeral reversal of T cell dysfunction and failure to promote long-lasting immunological T cell memory. Activating costimulatory pathways to induce stronger T cell activation may improve the efficacy of checkpoint inhibition and lead to durable antitumor responses. We performed single-cell RNA sequencing of more than 2000 tumor-infiltrating CD8+ T cells in mice receiving both PD-1 and GITR (glucocorticoid-induced tumor necrosis factor receptor-related protein) antibodies and found that this combination synergistically enhanced the effector function of expanded CD8+ T cells by restoring the balance of key homeostatic regulators CD226 and T cell immunoreceptor with Ig and ITIM domains (TIGIT), leading to a robust survival benefit. Combination therapy decreased CD8+ T cell dysfunction and induced a highly proliferative precursor effector memory T cell phenotype in a CD226-dependent manner. PD-1 inhibition rescued CD226 activity by preventing PD-1-Src homology region 2 (SHP2) dephosphophorylation of the CD226 intracellular domain, whereas GITR agonism decreased TIGIT expression. Unmasking the molecular pathways driving durable antitumor responses will be essential to the development of rational approaches to optimizing cancer immunotherapy.


Asunto(s)
Linfocitos T CD8-positivos/inmunología , Proteína Relacionada con TNFR Inducida por Glucocorticoide/inmunología , Memoria Inmunológica/inmunología , Inmunoterapia , Neoplasias/terapia , Receptor de Muerte Celular Programada 1/inmunología , Animales , Antígenos de Diferenciación de Linfocitos T/inmunología , Linfocitos T CD8-positivos/citología , Linfocitos T CD8-positivos/patología , Femenino , Ratones , Ratones Endogámicos BALB C , Ratones Endogámicos C57BL , Ratones Noqueados , Neoplasias/inmunología , Fenotipo
6.
Brain Res ; 1325: 89-99, 2010 Apr 14.
Artículo en Inglés | MEDLINE | ID: mdl-20167208

RESUMEN

We examined interval timing in mice that underexpress the dopamine transporter (DAT) and have chronically higher levels of extracellular dopamine (Zhuang et al., 2001). The dopaminergic system has been proposed as a neural substrate for an internal clock, with transient elevations of dopaminergic activity producing underestimation of temporal intervals. A group of DAT knockdown (KD) and littermate wild type (WT) mice were tested with a dual peak procedure. Mice obtained reinforcement by pressing one of two levers after a fixed amount of time (30 or 45 s) had elapsed since lever extension. Only one lever was available at a time, and each lever was associated with a single duration. On occasional probe trials, the DAT KD mice began responding earlier in the interval than WT mice, but showed maximal responding and terminated responding around the same time as the WT mice. Administration of raclopride (0.2, 0.6, and 1.2 mg/kg), a D2 antagonist, eliminated most of the differences between DAT KD and WT mice, suggesting that the effects of chronic DAT downregulation on interval timing were mediated by the D2 receptors. Another cohort of DAT KD mice was trained on a visual attention task, and no deficits were observed, confirming that the changes in timed behavior were not attentionally mediated. Our data are consistent with the view that tonic dopamine affects the sensitivity of an organism to external reward signals, and that this increased motivation for reward of DAT KD mice lowers the threshold for initiating responding in a timing task.


Asunto(s)
Proteínas de Transporte de Dopamina a través de la Membrana Plasmática/metabolismo , Motivación/fisiología , Percepción del Tiempo/fisiología , Animales , Atención/fisiología , Antagonistas de Dopamina/administración & dosificación , Antagonistas de Dopamina/farmacología , Antagonistas de los Receptores de Dopamina D2 , Proteínas de Transporte de Dopamina a través de la Membrana Plasmática/deficiencia , Proteínas de Transporte de Dopamina a través de la Membrana Plasmática/genética , Relación Dosis-Respuesta a Droga , Técnicas de Silenciamiento del Gen , Masculino , Ratones , Motivación/efectos de los fármacos , Pruebas Neuropsicológicas , Desempeño Psicomotor/efectos de los fármacos , Desempeño Psicomotor/fisiología , Racloprida/administración & dosificación , Racloprida/farmacología , Tiempo de Reacción , Receptores de Dopamina D2/metabolismo , Refuerzo en Psicología , Factores de Tiempo , Percepción del Tiempo/efectos de los fármacos , Percepción Visual/fisiología
7.
Clin Chim Acta ; 405(1-2): 156-9, 2009 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-19410568

RESUMEN

BACKGROUND: Thyroid disorders are common, often go unrecognized, and when left untreated, can have serious public health implications. Dietary and ethnic differences are known to influence thyroid function. However, comparatively few studies have examined the prevalence of autoimmune thyroid disease (AITD) and thyroid function test (TFT) reference intervals in non-Western populations. METHODS: Sera were collected from 486 apparently healthy Chinese adults. Participants were classified as healthy based on physician review of metabolic testing and patient history. TFT (TSH, Free T4, Total T4, Free T3, Total T3, and T-Uptake), thyroid peroxidase autoantibodies (TPO-Ab), and thyroglobulin autoantibodies (Tg-Ab) were measured for all participants. RESULTS: TPO-Ab and Tg-Ab were found in 12.1% and 10.3% of participants, with higher prevalence found in women. Reference intervals were calculated for all TFT. Gender associated differences in mean values were noted for Total T4, Free T3, Total T3, and T-Uptake, but not for TSH and Free T4. CONCLUSIONS: Laboratory evidence of AITD is common in otherwise healthy Chinese adults. Women are significantly more likely to be positive for TPO-Ab and Tg-Ab, which is of particular concern for women of reproductive age. Reference values specific for the Chinese population were established for thyroid function tests in individuals without AITD.


Asunto(s)
Autoinmunidad/inmunología , Salud , Glándula Tiroides/inmunología , Glándula Tiroides/metabolismo , Hormonas Tiroideas/sangre , Adulto , China , Femenino , Humanos , Masculino , Valores de Referencia , Caracteres Sexuales , Pruebas de Función de la Tiroides , Hormonas Tiroideas/inmunología
8.
J Neurosci ; 26(24): 6603-9, 2006 Jun 14.
Artículo en Inglés | MEDLINE | ID: mdl-16775148

RESUMEN

Although there is general consensus that the hippocampus is not critically involved in the acquisition of fear conditioned to an explicit conditioned stimulus (CS), the extent to which the hippocampus participates in contextual fear conditioning remains unclear. To further characterize the potential role of the hippocampus in contextual fear conditioning, the present experiments examined the effect of excitotoxic lesions of dorsal hippocampus on the acquisition of a novel contextual fear conditioning paradigm in which a unimodal (olfactory) cue served to disambiguate discrete "contexts" within a single behavioral training chamber. Selective lesions of dorsal hippocampus severely attenuated olfactory contextual conditioning without affecting conditioning to an explicit auditory or olfactory CS. Additional experiments indicate that these contextual conditioning deficits cannot be attributed to a lesion-induced decrement in olfactory perception, a preferential impairment of "weak" forms of conditioning, or hyperactivity. Thus, the hippocampus appears to contribute importantly to the acquisition of fear conditioned to explicitly nonspatial, unimodal, temporally, and spatially diffuse contextual stimuli.


Asunto(s)
Condicionamiento Psicológico/fisiología , Miedo , Hipocampo/fisiología , Estimulación Acústica/métodos , Análisis de Varianza , Animales , Aprendizaje por Asociación/fisiología , Conducta Animal , Reacción Cataléptica de Congelación/fisiología , Masculino , Actividad Motora/fisiología , Vías Olfatorias/fisiología , Ratas , Ratas Sprague-Dawley
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