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1.
Cell ; 173(1): 166-180.e14, 2018 03 22.
Artículo en Inglés | MEDLINE | ID: mdl-29502969

RESUMEN

Brain-wide fluctuations in local field potential oscillations reflect emergent network-level signals that mediate behavior. Cracking the code whereby these oscillations coordinate in time and space (spatiotemporal dynamics) to represent complex behaviors would provide fundamental insights into how the brain signals emotional pathology. Using machine learning, we discover a spatiotemporal dynamic network that predicts the emergence of major depressive disorder (MDD)-related behavioral dysfunction in mice subjected to chronic social defeat stress. Activity patterns in this network originate in prefrontal cortex and ventral striatum, relay through amygdala and ventral tegmental area, and converge in ventral hippocampus. This network is increased by acute threat, and it is also enhanced in three independent models of MDD vulnerability. Finally, we demonstrate that this vulnerability network is biologically distinct from the networks that encode dysfunction after stress. Thus, these findings reveal a convergent mechanism through which MDD vulnerability is mediated in the brain.


Asunto(s)
Encéfalo/fisiología , Depresión/patología , Animales , Proteína Quinasa Tipo 2 Dependiente de Calcio Calmodulina/genética , Proteína Quinasa Tipo 2 Dependiente de Calcio Calmodulina/metabolismo , Depresión/fisiopatología , Modelos Animales de Enfermedad , Estimulación Eléctrica , Electrodos Implantados , Inmunoglobulina G/genética , Inmunoglobulina G/metabolismo , Ketamina/farmacología , Aprendizaje Automático , Masculino , Proteínas de la Membrana/genética , Proteínas de la Membrana/metabolismo , Ratones , Ratones Endogámicos C57BL , Fenómenos Fisiológicos/efectos de los fármacos , Corteza Prefrontal/fisiología , Estrés Psicológico
2.
IEEE Trans Signal Process ; 70: 5954-5966, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36777018

RESUMEN

Probabilistic generative models are attractive for scientific modeling because their inferred parameters can be used to generate hypotheses and design experiments. This requires that the learned model provides an accurate representation of the input data and yields a latent space that effectively predicts outcomes relevant to the scientific question. Supervised Variational Autoencoders (SVAEs) have previously been used for this purpose, as a carefully designed decoder can be used as an interpretable generative model of the data, while the supervised objective ensures a predictive latent representation. Unfortunately, the supervised objective forces the encoder to learn a biased approximation to the generative posterior distribution, which renders the generative parameters unreliable when used in scientific models. This issue has remained undetected as reconstruction losses commonly used to evaluate model performance do not detect bias in the encoder. We address this previously-unreported issue by developing a second-order supervision framework (SOS-VAE) that updates the decoder parameters, rather than the encoder, to induce a predictive latent representation. This ensures that the encoder maintains a reliable posterior approximation and the decoder parameters can be effectively interpreted. We extend this technique to allow the user to trade-off the bias in the generative parameters for improved predictive performance, acting as an intermediate option between SVAEs and our new SOS-VAE. We also use this methodology to address missing data issues that often arise when combining recordings from multiple scientific experiments. We demonstrate the effectiveness of these developments using synthetic data and electrophysiological recordings with an emphasis on how our learned representations can be used to design scientific experiments.

3.
Cell Tissue Res ; 376(1): 83-96, 2019 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-30406824

RESUMEN

FMRFamide-related proteins have been described in both vertebrate and invertebrate nervous systems and have been suggested to play important roles in a variety of physiological processes. One proposed function is the modulation of signal transduction in mechanosensory neurons and their associated behavioral pathways in the Central American wandering spider Cupiennius salei; however, little is known about the distribution and abundance of FMRFamide-related proteins (FaRPs) within this invertebrate system. We employ immunohistochemistry, Hoechst nuclear stain and confocal microscopy of serial sections to detect, characterize and quantify FMRFamide-like immunoreactive neurons throughout all ganglia of the spider brain and along leg muscle. Within the different ganglia, between 3.4 and 12.6% of neurons showed immunolabeling. Among the immunoreactive cells, weakly and strongly labeled neurons could be distinguished. Between 71.4 and 81.7% of labeled neurons showed weak labeling, with 18.3 to 28.6% displaying strong labeling intensity. Among the weakly labeled neurons were characteristic motor neurons that have previously been shown to express ɣ-aminobutyric acid or glutamate. Ultrastructural investigations of neuromuscular junctions revealed mixed presynaptic vesicle populations including large electron-dense vesicles characteristic of neuropeptides. Double labeling for glutamate and FaRPs indicated that a subpopulation of neurons may co-express both neuroactive compounds. Our findings suggest that FaRPs are expressed throughout all ganglia and that different neurons have different expression levels. We conclude that FaRPs are likely utilized as neuromodulators in roughly 8% of neurons in the spider nervous system and that the main transmitter in a subpopulation of these neurons is likely glutamate.


Asunto(s)
Encéfalo/metabolismo , FMRFamida/metabolismo , Ganglios de Invertebrados/metabolismo , Neuronas/metabolismo , Arañas/metabolismo , Animales , Femenino , Neurotransmisores/metabolismo
4.
Cell Rep Methods ; 4(1): 100691, 2024 Jan 22.
Artículo en Inglés | MEDLINE | ID: mdl-38215761

RESUMEN

Therapeutic development for mental disorders has been slow despite the high worldwide prevalence of illness. Unfortunately, cellular and circuit insights into disease etiology have largely failed to generalize across individuals that carry the same diagnosis, reflecting an unmet need to identify convergent mechanisms that would facilitate optimal treatment. Here, we discuss how mesoscale networks can encode affect and other cognitive processes. These networks can be discovered through electrical functional connectome (electome) analysis, a method built upon explainable machine learning models for analyzing and interpreting mesoscale brain-wide signals in a behavioral context. We also outline best practices for identifying these generalizable, interpretable, and biologically relevant networks. Looking forward, translational electome analysis can span species and various moods, cognitive processes, or other brain states, supporting translational medicine. Thus, we argue that electome analysis provides potential translational biomarkers for developing next-generation therapeutics that exhibit high efficacy across heterogeneous disorders.


Asunto(s)
Conectoma , Trastornos Mentales , Humanos , Imagen por Resonancia Magnética/métodos , Encéfalo , Conectoma/métodos , Aprendizaje Automático
5.
N Engl J Med ; 362(24): 2251-9, 2010 Jun 17.
Artículo en Inglés | MEDLINE | ID: mdl-20525993

RESUMEN

BACKGROUND: Nilotinib has been shown to be a more potent inhibitor of BCR-ABL than imatinib. We evaluated the efficacy and safety of nilotinib, as compared with imatinib, in patients with newly diagnosed Philadelphia chromosome-positive chronic myeloid leukemia (CML) in the chronic phase. METHODS: In this phase 3, randomized, open-label, multicenter study, we assigned 846 patients with chronic-phase Philadelphia chromosome-positive CML in a 1:1:1 ratio to receive nilotinib (at a dose of either 300 mg or 400 mg twice daily) or imatinib (at a dose of 400 mg once daily). The primary end point was the rate of major molecular response at 12 months. RESULTS: At 12 months, the rates of major molecular response for nilotinib (44% for the 300-mg dose and 43% for the 400-mg dose) were nearly twice that for imatinib (22%) (P<0.001 for both comparisons). The rates of complete cytogenetic response by 12 months were significantly higher for nilotinib (80% for the 300-mg dose and 78% for the 400-mg dose) than for imatinib (65%) (P<0.001 for both comparisons). Patients receiving either the 300-mg dose or the 400-mg dose of nilotinib twice daily had a significant improvement in the time to progression to the accelerated phase or blast crisis, as compared with those receiving imatinib (P=0.01 and P=0.004, respectively). No patient with progression to the accelerated phase or blast crisis had a major molecular response. Gastrointestinal and fluid-retention events were more frequent among patients receiving imatinib, whereas dermatologic events and headache were more frequent in those receiving nilotinib. Discontinuations due to aminotransferase and bilirubin elevations were low in all three study groups. CONCLUSIONS: Nilotinib at a dose of either 300 mg or 400 mg twice daily was superior to imatinib in patients with newly diagnosed chronic-phase Philadelphia chromosome-positive CML. (ClinicalTrials.gov number, NCT00471497.)


Asunto(s)
Antineoplásicos/uso terapéutico , Leucemia Mieloide de Fase Crónica/tratamiento farmacológico , Piperazinas/uso terapéutico , Inhibidores de Proteínas Quinasas/uso terapéutico , Pirimidinas/uso terapéutico , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Antineoplásicos/administración & dosificación , Antineoplásicos/efectos adversos , Benzamidas , Crisis Blástica/prevención & control , Progresión de la Enfermedad , Femenino , Proteínas de Fusión bcr-abl/antagonistas & inhibidores , Humanos , Mesilato de Imatinib , Estimación de Kaplan-Meier , Leucemia Mieloide de Fase Crónica/patología , Masculino , Persona de Mediana Edad , Piperazinas/efectos adversos , Inhibidores de Proteínas Quinasas/administración & dosificación , Inhibidores de Proteínas Quinasas/efectos adversos , Pirimidinas/administración & dosificación , Pirimidinas/efectos adversos , Adulto Joven
6.
Blood ; 117(4): 1141-5, 2011 Jan 27.
Artículo en Inglés | MEDLINE | ID: mdl-21098399

RESUMEN

Nilotinib is a potent selective inhibitor of the BCR-ABL tyrosine kinase approved for use in patients with newly diagnosed chronic myeloid leukemia in chronic phase (CML-CP), and in CML-CP and CML-accelerated phase after imatinib failure. Nilotinib (400 mg twice daily) was approved on the basis of the initial results of this phase 2 open-label study. The primary study endpoint was the proportion of patients achieving major cytogenetic response (CyR). All patients were followed for ≥ 24 months or discontinued early. Of 321 patients, 124 (39%) continue on nilotinib treatment. Overall, 59% of patients achieved major CyR; this was complete CyR (CCyR) in 44%. Of patients achieving CCyR, 56% achieved major molecular response. CyRs were durable, with 84% of patients who achieved CCyR maintaining response at 24 months. The overall survival at 24 months was 87%. Adverse events were mostly mild to moderate, generally transient, and easily managed. This study indicates that nilotinib is effective, with a manageable safety profile, and can provide favorable long-term benefits for patients with CML-CP after imatinib failure.


Asunto(s)
Leucemia Mieloide de Fase Crónica/tratamiento farmacológico , Piperazinas/efectos adversos , Piperazinas/uso terapéutico , Pirimidinas/efectos adversos , Pirimidinas/uso terapéutico , Adulto , Anciano , Anciano de 80 o más Años , Antineoplásicos/administración & dosificación , Antineoplásicos/uso terapéutico , Benzamidas , Resistencia a Antineoplásicos/efectos de los fármacos , Tolerancia a Medicamentos/fisiología , Estudios de Seguimiento , Humanos , Mesilato de Imatinib , Persona de Mediana Edad , Pirimidinas/administración & dosificación , Factores de Tiempo , Resultado del Tratamiento , Adulto Joven
7.
Cancer ; 118(1): 118-26, 2012 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-21732337

RESUMEN

BACKGROUND: Nilotinib is a selective, potent BCR-ABL inhibitor. Previous studies demonstrated the efficacy and safety of nilotinib in Philadelphia chromosome-positive chronic myeloid leukemia patients in chronic phase (CML-CP) or accelerated phase who failed prior imatinib. METHODS: This expanded access trial further characterized the safety of nilotinib 400 mg twice daily in patients with CML-CP (N = 1422). RESULTS: In this large, heavily pretreated population, nilotinib demonstrated significant efficacy, with complete hematologic response and complete cytogenetic response achieved in 43% and 34% of patients, respectively. Responses were rapid, mostly occurring within 6 months, and were higher in patients with suboptimal response to imatinib, with 75% and 50% achieving major cytogenetic response and complete cytogenetic response, respectively. At 18 months, the progression-free survival rate was 80%. Most patients achieved planned dosing of 400 mg twice daily and maintained the dose >12 months. Nonhematologic adverse events (AEs) were mostly mild to moderate and included rash (28%), headache (25%), and nausea (17%). Grade 3 or 4 thrombocytopenia (22%), neutropenia (14%), and anemia (3%) were low and managed by dose reduction or brief interruption. Grade 3 or 4 elevations in serum bilirubin and lipase occurred in 4% and 7% of patients, respectively. The incidence of newly occurring AEs decreased over time. Of patients who experienced a dose reduction because of AEs and attempted a re-escalation, 87% successfully achieved re-escalation to the full dose. CONCLUSIONS: This large study confirms that nilotinib was well tolerated and that grade 3 or 4 AEs occurred infrequently and were manageable through transient dose interruptions.


Asunto(s)
Antineoplásicos/uso terapéutico , Proteínas de Fusión bcr-abl/antagonistas & inhibidores , Leucemia Mielógena Crónica BCR-ABL Positiva/tratamiento farmacológico , Piperazinas/farmacología , Pirimidinas/farmacología , Pirimidinas/uso terapéutico , Administración Oral , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Benzamidas , Ensayos de Uso Compasivo , Resistencia a Antineoplásicos , Femenino , Humanos , Mesilato de Imatinib , Masculino , Persona de Mediana Edad , Proteínas Tirosina Quinasas/antagonistas & inhibidores , Pirimidinas/administración & dosificación , Pirimidinas/efectos adversos , Resultado del Tratamiento
8.
Eur J Clin Pharmacol ; 68(5): 723-33, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-22207416

RESUMEN

PURPOSE: We investigated the population pharmacokinetics and exposure-response relationship of nilotinib in patients with newly diagnosed chronic myeloid leukemia (CML) in chronic phase. METHODS: Nilotinib was given at 300 mg or 400 mg twice daily. Serum concentration data (sparse and full pharmacokinetic profiles) were obtained from 542 patients over 12 months. A population pharmacokinetic analysis was performed using nonlinear mixed-effect modeling. Exposure-response relationships were explored graphically or using logistic regression models. RESULTS: Nilotinib concentrations were stable over 12 months. Patients in the 400 mg twice-daily arm had an 11.5% higher exposure than did those in the 300 mg twice-daily arm, and the relative bioavailability of nilotinib 400 mg twice daily was 0.84 times that of 300 mg twice daily. Patient demographics did not significantly affect nilotinib pharmacokinetics. The occurrence of all-grade total bilirubin elevation was significantly higher in patients with higher nilotinib exposure, and a positive correlation was also observed between nilotinib exposure and QTcF change on electrocardiograms from baseline. There was no significant relationship between nilotinib exposure and major molecular response at 12 months. CONCLUSIONS: There is a less than proportional dose-exposure relationship between nilotinib 300 mg and 400 mg twice-daily doses. Blood level testing is unlikely to play an important role in the general management of patients with newly diagnosed CML treated with nilotinib.


Asunto(s)
Antineoplásicos/farmacocinética , Proteínas de Fusión bcr-abl/antagonistas & inhibidores , Leucemia Mieloide de Fase Crónica/sangre , Inhibidores de Proteínas Quinasas/farmacocinética , Proteínas Tirosina Quinasas/antagonistas & inhibidores , Pirimidinas/farmacocinética , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Antineoplásicos/administración & dosificación , Antineoplásicos/sangre , Antineoplásicos/uso terapéutico , Disponibilidad Biológica , Estudios de Cohortes , Relación Dosis-Respuesta a Droga , Femenino , Humanos , Leucemia Mieloide de Fase Crónica/tratamiento farmacológico , Leucemia Mieloide de Fase Crónica/metabolismo , Masculino , Tasa de Depuración Metabólica , Persona de Mediana Edad , Modelos Biológicos , Inhibidores de Proteínas Quinasas/administración & dosificación , Inhibidores de Proteínas Quinasas/sangre , Inhibidores de Proteínas Quinasas/uso terapéutico , Pirimidinas/administración & dosificación , Pirimidinas/sangre , Pirimidinas/uso terapéutico , Adulto Joven
9.
Lancet Oncol ; 12(9): 841-51, 2011 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-21856226

RESUMEN

BACKGROUND: Nilotinib has shown greater efficacy than imatinib in patients with newly diagnosed Philadelphia chromosome-positive chronic myeloid leukaemia (CML) in chronic phase after a minimum follow-up of 12 months. We present data from the Evaluating Nilotinib Efficacy and Safety in clinical Trials-newly diagnosed patients (ENESTnd) study after a minimum follow-up of 24 months. METHODS: ENESTnd was a phase 3, multicentre, open-label, randomised study. Adult patients were eligible if they had been diagnosed with chronic phase, Philadelphia chromosome-positive CML within the previous 6 months. Patients were randomly assigned (1:1:1) to receive nilotinib 300 mg twice a day, nilotinib 400 mg twice a day, or imatinib 400 mg once a day, all administered orally, by use of a computer-generated randomisation schedule, using permuted blocks, and stratified according to Sokal score. Efficacy results are reported for the intention-to-treat population. The primary endpoint was major molecular response at 12 months, defined as BCR-ABL transcript levels on the International Scale (BCR-ABL(IS)) of 0·1% or less by real-time quantitative PCR in peripheral blood. This study is registered with ClinicalTrials.gov, number NCT00471497. FINDINGS: 282 patients were randomly assigned to receive nilotinib 300 mg twice daily, 281 to receive nilotinib 400 mg twice daily, and 283 to receive imatinib. By 24 months, significantly more patients had a major molecular response with nilotinib than with imatinib (201 [71%] with nilotinib 300 mg twice daily, 187 [67%] with nilotinib 400 mg twice daily, and 124 [44%] with imatinib; p<0·0001 for both comparisons). Significantly more patients in the nilotinib groups achieved a complete molecular response (defined as a reduction of BCR-ABL(IS) levels to ≤0·0032%) at any time than did those in the imatinib group (74 [26%] with nilotinib 300 mg twice daily, 59 [21%] with nilotinib 400 mg twice daily, and 29 [10%] with imatinib; p<0·0001 for nilotinib 300 mg twice daily vs imatinib, p=0·0004 for nilotinib 400 mg twice daily vs imatinib). There were fewer progressions to accelerated or blast phase on treatment, including clonal evolution, in the nilotinib groups than in the imatinib group (two with nilotinib 300 mg twice daily, five with nilotinib 400 mg twice daily, and 17 with imatinib; p=0·0003 for nilotinib 300 mg twice daily vs imatinib, p=0·0089 for nilotinib 400 mg twice daily vs imatinib). At 24 months, survival was comparable in all treatment groups, but fewer CML-related deaths had occurred in both the nilotinib groups than in the imatinib group (five with nilotinib 300 mg twice daily, three with nilotinib 400 mg twice daily, and ten with imatinib). Overall, the only grade 3 or 4 non-haematological adverse events that occurred in at least 2·5% of patients were headache (eight [3%] with nilotinib 300 mg twice daily, four [1%] with nilotinib 400 mg twice daily, and two [<1%] with imatinib) and rash (two [<1%], seven [3%], and five [2%], respectively). Grade 3 or 4 neutropenia was more common with imatinib than with either dose of nilotinib (33 [12%] with nilotinib 300 mg twice daily, 30 [11%] with nilotinib 400 mg twice daily, and 59 [21%] with imatinib). Serious adverse events were reported in eight additional patients in the second year of the study (four with nilotinib 300 mg twice daily, three with nilotinib 400 mg twice daily, and one with imatinib). INTERPRETATION: Nilotinib continues to show better efficacy than imatinib for the treatment of patients with newly diagnosed CML in chronic phase. These results support nilotinib as a first-line treatment option for patients with newly diagnosed disease. FUNDING: Novartis.


Asunto(s)
Antineoplásicos/uso terapéutico , Proteínas de Fusión bcr-abl/antagonistas & inhibidores , Leucemia Mielógena Crónica BCR-ABL Positiva/tratamiento farmacológico , Cromosoma Filadelfia , Piperazinas/uso terapéutico , Inhibidores de Proteínas Quinasas/uso terapéutico , Proteínas Tirosina Quinasas/antagonistas & inhibidores , Pirimidinas/uso terapéutico , Administración Oral , Antineoplásicos/administración & dosificación , Antineoplásicos/efectos adversos , Australia , Benzamidas , Brasil , Supervivencia sin Enfermedad , Esquema de Medicación , Europa (Continente) , Proteínas de Fusión bcr-abl/genética , Proteínas de Fusión bcr-abl/metabolismo , Humanos , Mesilato de Imatinib , Estimación de Kaplan-Meier , Leucemia Mielógena Crónica BCR-ABL Positiva/enzimología , Leucemia Mielógena Crónica BCR-ABL Positiva/genética , Leucemia Mielógena Crónica BCR-ABL Positiva/mortalidad , Leucemia Mielógena Crónica BCR-ABL Positiva/patología , Piperazinas/administración & dosificación , Piperazinas/efectos adversos , Inhibidores de Proteínas Quinasas/administración & dosificación , Inhibidores de Proteínas Quinasas/efectos adversos , Proteínas Tirosina Quinasas/genética , Proteínas Tirosina Quinasas/metabolismo , Pirimidinas/administración & dosificación , Pirimidinas/efectos adversos , Singapur , Tasa de Supervivencia , Factores de Tiempo , Resultado del Tratamiento , Estados Unidos
10.
Cell Rep ; 40(5): 111161, 2022 08 02.
Artículo en Inglés | MEDLINE | ID: mdl-35926455

RESUMEN

Gestational exposure to environmental toxins and socioeconomic stressors is epidemiologically linked to neurodevelopmental disorders with strong male bias, such as autism. We model these prenatal risk factors in mice by co-exposing pregnant dams to an environmental pollutant and limited-resource stress, which robustly activates the maternal immune system. Only male offspring display long-lasting behavioral abnormalities and alterations in the activity of brain networks encoding social interactions. Cellularly, prenatal stressors diminish microglial function within the anterior cingulate cortex, a central node of the social coding network, in males during early postnatal development. Precise inhibition of microglial phagocytosis within the anterior cingulate cortex (ACC) of wild-type (WT) mice during the same critical period mimics the impact of prenatal stressors on a male-specific behavior, indicating that environmental stressors alter neural circuit formation in males via impairing microglia function during development.


Asunto(s)
Trastornos del Neurodesarrollo , Efectos Tardíos de la Exposición Prenatal , Animales , Conducta Animal/fisiología , Encéfalo , Femenino , Humanos , Masculino , Ratones , Microglía , Embarazo
11.
Neuron ; 110(10): 1728-1741.e7, 2022 05 18.
Artículo en Inglés | MEDLINE | ID: mdl-35294900

RESUMEN

The architecture whereby activity across many brain regions integrates to encode individual appetitive social behavior remains unknown. Here we measure electrical activity from eight brain regions as mice engage in a social preference assay. We then use machine learning to discover a network that encodes the extent to which individual mice engage another mouse. This network is organized by theta oscillations leading from prelimbic cortex and amygdala that converge on the ventral tegmental area. Network activity is synchronized with cellular firing, and frequency-specific activation of a circuit within this network increases social behavior. Finally, the network generalizes, on a mouse-by-mouse basis, to encode individual differences in social behavior in healthy animals but fails to encode individual behavior in a 'high confidence' genetic model of autism. Thus, our findings reveal the architecture whereby the brain integrates distributed activity across timescales to encode an appetitive brain state underlying individual differences in social behavior.


Asunto(s)
Conducta Apetitiva , Encéfalo , Amígdala del Cerebelo , Animales , Encéfalo/fisiología , Ratones , Conducta Social , Área Tegmental Ventral
12.
Clin Drug Investig ; 31(3): 169-79, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-21184622

RESUMEN

BACKGROUND AND OBJECTIVE: Nilotinib (Tasigna®), a highly selective and potent BCR-ABL tyrosine kinase inhibitor, is approved for the treatment of chronic myeloid leukaemia in the chronic phase (CML-CP) and the accelerated phase (CML-AP) in patients resistant or intolerant to prior therapy, including imatinib. Nilotinib has shown competitive inhibition of cytochrome P450 enzyme (CYP) 2C9 in vitro, but its effect on CYP2C9 activity in humans is unknown. This study evaluated the effects of nilotinib on the pharmacokinetics and pharmacodynamics of warfarin, a sensitive CYP2C9 substrate, in healthy subjects. METHODS: Twenty-four subjects (six female, 18 male, aged 21-65 years) were enrolled to receive a single oral dose of warfarin 25 mg with either a single oral dose of nilotinib 800 mg or matching placebo (all administered 30 minutes after consumption of a high-fat meal) in a crossover design. Serial blood samples were collected post-dose for determining serum concentrations of nilotinib and plasma concentrations of S- and R-warfarin. Prothrombin time (PT) and international normalized ratio (INR) values were determined as pharmacodynamic measures of warfarin activity. CYP2C9 genotyping was performed in all subjects using TaqMan® assay. RESULTS: Sixteen subjects were identified as CYP2C9 extensive metabolizers (EMs) and eight as intermediate metabolizers (IMs). There were no CYP2C9 poor metabolizers. Pharmacokinetic parameters of S- and R-warfarin were similar between the two treatments (warfarin + nilotinib vs warfarin alone) in both the EM and the IM groups. The geometric mean ratios (90% CIs) for the maximum concentration in plasma (C(max)) and area under the concentration-time curve from time zero to infinity (AUC(∞)) of S-warfarin in plasma in all subjects were 0.98 (0.95, 1.02) and 1.03 (0.99, 1.07), respectively, and for R-warfarin 1.00 (0.96, 1.04) and 1.02 (0.99, 1.04), respectively. Mean ratios for the maximum observed value and AUC from time zero to the last sampling time for PT were 1.00 (0.96, 1.04) and 1.00 (0.98, 1.02), respectively, and for the maximum observed value for INR and the AUC from time zero to the last sampling time for INR were 1.00 (0.97, 1.03) and 1.00 (0.99, 1.01), respectively. Mean ± SD serum nilotinib C(max) was 1872 ± 560 ng/mL, which is comparable to steady-state C(max) in CML and gastrointestinal stromal tumour patients receiving twice-daily 400 mg doses. Adverse events observed following either treatment were generally consistent with the known safety profiles of both drugs, and no new safety issues were observed. CONCLUSION: The study results demonstrate that nilotinib has no effect on single-dose warfarin pharmacokinetics and pharmacodynamics. This implies that nilotinib is unlikely to inhibit CYP2C9 activity in human subjects. These findings suggest that warfarin and nilotinib may be used concurrently as needed.


Asunto(s)
Hidrocarburo de Aril Hidroxilasas/metabolismo , Inhibidores de Proteínas Quinasas/farmacología , Pirimidinas/farmacología , Warfarina/farmacocinética , Administración Oral , Adulto , Anciano , Anticoagulantes/efectos adversos , Anticoagulantes/farmacocinética , Anticoagulantes/farmacología , Área Bajo la Curva , Hidrocarburo de Aril Hidroxilasas/antagonistas & inhibidores , Hidrocarburo de Aril Hidroxilasas/genética , Estudios Cruzados , Citocromo P-450 CYP2C9 , Interacciones Farmacológicas , Femenino , Proteínas de Fusión bcr-abl/antagonistas & inhibidores , Genotipo , Humanos , Relación Normalizada Internacional , Masculino , Persona de Mediana Edad , Inhibidores de Proteínas Quinasas/efectos adversos , Proteínas Tirosina Quinasas/antagonistas & inhibidores , Tiempo de Protrombina , Pirimidinas/efectos adversos , Método Simple Ciego , Warfarina/efectos adversos , Warfarina/farmacología , Adulto Joven
13.
Adv Neural Inf Process Syst ; 34: 7421-7435, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-35602911

RESUMEN

Systems neuroscience aims to understand how networks of neurons distributed throughout the brain mediate computational tasks. One popular approach to identify those networks is to first calculate measures of neural activity (e.g. power spectra) from multiple brain regions, and then apply a linear factor model to those measures. Critically, despite the established role of directed communication between brain regions in neural computation, measures of directed communication have been rarely utilized in network estimation because they are incompatible with the implicit assumptions of the linear factor model approach. Here, we develop a novel spectral measure of directed communication called the Directed Spectrum (DS). We prove that it is compatible with the implicit assumptions of linear factor models, and we provide a method to estimate the DS. We demonstrate that latent linear factor models of DS measures better capture underlying brain networks in both simulated and real neural recording data compared to available alternatives. Thus, linear factor models of the Directed Spectrum offer neuroscientists a simple and effective way to explicitly model directed communication in networks of neural populations.

14.
Cureus ; 13(7): e16325, 2021 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-34395112

RESUMEN

Tracheostomy is a procedure that is commonly used in critically ill patients who require prolonged mechanical ventilation due to acute respiratory failure or airway problems. The best tracheostomy timing (early vs. late) and techniques (percutaneous dilatational, other new percutaneous procedures, open surgery) have been hotly debated. This research aimed to evaluate the outcome of early versus late tracheostomy in terms of in-hospital mortality, patient length of stay in the hospital, and cost after a detailed analysis and review using National Inpatient Survey (NIS) data. This study indicates that early tracheostomy greatly reduces in-hospital mortality, the need to transfer to skilled nursing facilities as well as direct variables, length of stay, and potentially overall hospital cost in the ICU.

15.
Bioorg Med Chem ; 18(19): 6977-86, 2010 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-20817538

RESUMEN

Although orphan drug applications required by the EMEA must include assessments of similarity to pre-existing products, these can be difficult to quantify. Here we illustrate a paradigm in comparing nilotinib to the prototype kinase inhibitor imatinib, and equate the degree of structural similarity to differences in properties. Nilotinib was discovered following re-engineering of imatinib, employing structural biology and medicinal chemistry strategies to optimise cellular potency and selectivity towards BCR-ABL1. Through evolving only to conserve these properties, this resulted in significant structural differences between nilotinib and imatinib, quantified by a Daylight-fingerprint-Tanimoto similarity coefficient of 0.6, with the meaning of this absolute measure being supported by an analysis of similarity distributions of similar drug-like molecules. This dissimilarity is reflected in the drugs having substantially different preclinical pharmacology and a lack of cross-intolerance in CML patients, which translates into nilotinib being an efficacious treatment for CML, with a favourable side-effect profile.


Asunto(s)
Piperazinas/química , Piperazinas/farmacología , Inhibidores de Proteínas Quinasas/química , Inhibidores de Proteínas Quinasas/farmacología , Pirimidinas/química , Pirimidinas/farmacología , Benzamidas , Línea Celular , Supervivencia Celular/efectos de los fármacos , Proteínas de Fusión bcr-abl/antagonistas & inhibidores , Humanos , Mesilato de Imatinib , Leucemia Mielógena Crónica BCR-ABL Positiva/tratamiento farmacológico , Leucemia Mielógena Crónica BCR-ABL Positiva/enzimología , Modelos Moleculares , Estructura Molecular , Proteínas Tirosina Quinasas/antagonistas & inhibidores , Relación Estructura-Actividad
16.
Biol Psychiatry ; 82(12): 904-913, 2017 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-28728677

RESUMEN

BACKGROUND: The prefrontal cortex plays a critical role in regulating emotional behaviors, and dysfunction of prefrontal cortex-dependent networks has been broadly implicated in mediating stress-induced behavioral disorders including major depressive disorder. METHODS: Here we acquired multicircuit in vivo activity from eight cortical and limbic brain regions as mice were subjected to the tail suspension test (TST) and an open field test. We used a linear decoder to determine whether cellular responses across each of the cortical and limbic areas signal movement during the TST and open field test. We then performed repeat behavioral testing to identify which brain areas show cellular adaptations that signal the increase in immobility induced by repeat TST exposure. RESULTS: The increase in immobility observed during repeat TST exposure is linked to a selective functional upregulation of cellular activity in infralimbic cortex and medial dorsal thalamus, and to an increase in the spatiotemporal dynamic interaction between these structures. Inducing this spatiotemporal dynamic using closed-loop optogenetic stimulation is sufficient to increase movement in the TST in stress-naive mice, while stimulating above the carrier frequency of this circuit suppressed movement. This demonstrates that the adaptations in infralimbic cortex-medial dorsal thalamus circuitry observed after stress reflect a compensatory mechanism whereby the brain drives neural systems to counterbalance stress effects. CONCLUSIONS: Our findings provide evidence that targeting endogenous spatiotemporal dynamics is a potential therapeutic approach for treating stress-induced behavioral disorders, and that dynamics are a critical axis of manipulation for causal optogenetic studies.


Asunto(s)
Corteza Cerebral/fisiopatología , Sistema Límbico/fisiopatología , Estrés Psicológico/fisiopatología , Potenciales de Acción , Animales , Proteínas CLOCK/genética , Proteínas CLOCK/metabolismo , Trastorno Depresivo Mayor/fisiopatología , Modelos Animales de Enfermedad , Reacción de Fuga/fisiología , Suspensión Trasera , Masculino , Ratones Endogámicos BALB C , Ratones Transgénicos , Microelectrodos , Actividad Motora , Vías Nerviosas/fisiopatología , Neuronas/fisiología , Optogenética , Estimulación Luminosa , Factores de Tiempo
17.
Leuk Lymphoma ; 53(5): 907-14, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-22023530

RESUMEN

Nilotinib has shown favorable safety in patients with Philadelphia chromosome-positive (Ph+) chronic myeloid leukemia (CML) in chronic (CML-CP) or accelerated phase (CML-AP) who failed prior imatinib, and superior efficacy over imatinib in newly diagnosed Ph+ patients with CML-CP. Reported here are the efficacy and safety data for patients in CML-AP (n = 181) or blast crisis (CML-BC) (n = 190; myeloid BC, 133; lymphoid BC, 50; unknown, seven) enrolled in an expanded access phase IIIb study. Non-hematologic adverse events were mostly mild to moderate. Drug-related myelosuppression was generally manageable with dose reductions or interruptions and infrequently led to discontinuation of nilotinib. Drug-related grade 3/4 elevations in serum bilirubin and lipase were infrequent. While an analysis of efficacy was not the primary objective of this study, significant hematologic and cytogenetic responses were observed. These results support the safety and efficacy of nilotinib in patients with advanced CML in AP and BC.


Asunto(s)
Crisis Blástica , Resistencia a Antineoplásicos , Leucemia Mielógena Crónica BCR-ABL Positiva/tratamiento farmacológico , Piperazinas/farmacología , Pirimidinas/administración & dosificación , Pirimidinas/farmacología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Benzamidas , Crisis Blástica/tratamiento farmacológico , Ensayos de Uso Compasivo , Femenino , Humanos , Mesilato de Imatinib , Leucemia Mieloide de Fase Acelerada/tratamiento farmacológico , Masculino , Persona de Mediana Edad , Proteínas Tirosina Quinasas/antagonistas & inhibidores , Pirimidinas/efectos adversos , Resultado del Tratamiento , Adulto Joven
18.
Cancer Chemother Pharmacol ; 70(2): 345-50, 2012 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-22623211

RESUMEN

PURPOSE: The impact of proton pump inhibitors (PPIs) and histamine H2 receptor antagonists (H2 blockers) on the efficacy of nilotinib was evaluated. METHODS: Retrospective analyses were performed in patients with newly diagnosed Philadelphia chromosome-positive (Ph+) chronic myeloid leukemia in chronic phase (CML-CP; N = 492) and in patients with imatinib-resistant or imatinib-intolerant Ph+ CML-CP (N = 256) treated with nilotinib. RESULTS: In the newly diagnosed population, 87 (17.7 %) and 49 (10.0 %) patients received PPIs and H2 blockers, respectively. Major molecular response at 12 months was achieved by 59 (49.6 %) patients who received at least one PPI or H2 blocker (n = 119) and 153 (41.0 %) patients who did not receive any comedication (n = 373; P = 0.13). PPIs and H2 blockers were used by 77 (30.1 %) and 17 (6.6 %) patients with imatinib-resistant or imatinib-intolerant CML-CP, respectively. Major cytogenetic response by 12 months was achieved by 55 (64.0 %) patients who received at least one PPI or H2 blocker (n = 86) versus 98 (57.6 %) patients who did not receive any comedication (n = 170; P = 0.40); 39 (45.3 %) versus 65 (38.2 %), respectively, achieved complete cytogenetic response by 12 months (P = 0.34). Similar findings were observed in patients who received comedication for >50 % of the time on nilotinib therapy. Nilotinib steady-state trough concentration was not affected by the presence of PPIs or H2 blockers. CONCLUSIONS: Concurrent use of PPIs or H2 blockers did not affect the pharmacokinetics and efficacy of nilotinib in patients with Ph+ CML-CP.


Asunto(s)
Antineoplásicos/uso terapéutico , Antagonistas de los Receptores H2 de la Histamina/efectos adversos , Leucemia Mielógena Crónica BCR-ABL Positiva/tratamiento farmacológico , Inhibidores de la Bomba de Protones/efectos adversos , Pirimidinas/uso terapéutico , Antineoplásicos/administración & dosificación , Antineoplásicos/farmacocinética , Área Bajo la Curva , Interacciones Farmacológicas , Quimioterapia Combinada , Antagonistas de los Receptores H2 de la Histamina/administración & dosificación , Antagonistas de los Receptores H2 de la Histamina/uso terapéutico , Humanos , Leucemia Mielógena Crónica BCR-ABL Positiva/sangre , Leucemia Mielógena Crónica BCR-ABL Positiva/metabolismo , Inhibidores de la Bomba de Protones/administración & dosificación , Inhibidores de la Bomba de Protones/uso terapéutico , Pirimidinas/administración & dosificación , Pirimidinas/farmacocinética , Estudios Retrospectivos
19.
J Clin Pharmacol ; 50(2): 188-94, 2010 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-19948946

RESUMEN

Nilotinib (Tasigna; Novartis Pharmaceuticals) is a second-generation BCR-ABL tyrosine kinase inhibitor newly approved for the treatment of imatinib-resistant or imatinib-intolerant Philadelphia chromosome positive (Ph+) chronic myeloid leukemia in chronic phase or accelerated phase. This study evaluated the effect of grapefruit juice on the pharmacokinetics of nilotinib in 21 healthy male participants. All participants underwent 2 study periods during which they received a single oral dose of 400 mg nilotinib with 240 mL double-strength grapefruit juice or 240 mL water in a crossover fashion. Serial blood samples were collected for the determination of serum nilotinib concentrations by a validated liquid chromatography/tandem mass spectrometry assay. Concurrent intake of grapefruit juice increased the nilotinib peak concentration (C(max)) by 60% and the area under the serum concentration-time curve (AUC(0-infinity)) by 29% but did not affect the time to reach C(max) or the elimination half-life of nilotinib. The most common adverse events were headache and vomiting, which were mild or moderate in severity, and their frequency appeared to be similar between 2 treatments. Based on the currently available information about nilotinib and the observed extent of increase in nilotinib exposure, concurrent administration of nilotinib with grapefruit juice is not recommended.


Asunto(s)
Citrus paradisi , Interacciones Alimento-Droga , Pirimidinas/farmacocinética , Adolescente , Adulto , Anciano , Antineoplásicos/efectos adversos , Antineoplásicos/farmacocinética , Bebidas , Estudios Cruzados , Proteínas de Fusión bcr-abl/metabolismo , Cefalea/inducido químicamente , Humanos , Masculino , Persona de Mediana Edad , Proteínas Tirosina Quinasas/metabolismo , Pirimidinas/efectos adversos , Vómitos/inducido químicamente , Adulto Joven
20.
J Clin Pharmacol ; 50(8): 960-7, 2010 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-20498287

RESUMEN

Nilotinib (Tasigna), a highly selective and potent BCR-ABL tyrosine kinase inhibitor (TKI), is administered orally and has pH-dependent aqueous solubility, with lower dissolution at higher pH. This study evaluated the effect of esomeprazole on the pharmacokinetics of nilotinib in healthy participants. Twenty-two participants (6 women, 16 men, mean age of 44.9 +/- 12.9 years) were enrolled to receive nilotinib as a single oral 400-mg dose on days 1 and 13 and esomeprazole as 40 mg once daily on days 8 to 13. Serial blood samples were collected up to 72 hours after nilotinib dosing, and nilotinib serum concentrations were determined by a validated liquid chromatography/tandem mass spectrometry assay. Gastric pH was also monitored in all participants. When coadministered with esomeprazole, nilotinib C(max) was decreased by 27% and AUC(0-infinity) decreased by 34%. Nilotinib t(max) was prolonged from 4.0 to 6.0 hours, but t(1/2) was not altered. Mean gastric pH was 1.0 +/- 0.5 at baseline and increased to 2.79 +/- 2.50, 3.98 +/- 2.27, 5.30 +/- 1.70, 5.38 +/- 1.26, and 5.31 +/- 1.42 at predose and 1, 2, 3, and 4 hours after the fifth esomeprazole dose, respectively. These results suggested a modest reduction in the rate and extent of nilotinib absorption by esomeprazole. Nilotinib is a TKI that may be used concurrently with esomeprazole or other proton pump inhibitors.


Asunto(s)
Esomeprazol/farmacología , Proteínas Tirosina Quinasas/antagonistas & inhibidores , Inhibidores de la Bomba de Protones/farmacología , Pirimidinas/farmacocinética , Adulto , Área Bajo la Curva , Femenino , Semivida , Humanos , Concentración de Iones de Hidrógeno , Masculino , Tasa de Depuración Metabólica , Persona de Mediana Edad , Pirimidinas/efectos adversos
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