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1.
J Mater Chem B ; 12(24): 5907-5916, 2024 Jun 19.
Artigo em Inglês | MEDLINE | ID: mdl-38804192

RESUMO

Voice prostheses are known to fail in few weeks to several months of implantation due to the clogging mainly caused by microbial biofilm formation, which is a cause of concern. Iodine is a known broad-spectrum biocide and is reported to easily form complexes with various polymers. For long term device disinfection, strong iodine complexation that offers sustained iodine release for a prolonged period is essential. The present research work deals with the synthesis of a poly(methyl methacrylate-n-butyl acrylate-N-vinyl-2-pyrrolidone) (poly[MMA-BA-NVP]) tercopolymer through free radical polymerization for surface coating thermoplastic polyurethane (TPU) based voice prostheses. The NVP content in the tercopolymer was varied from 20% to 50% to optimise iodine loading and subsequent release. Base TPU coated with the tercopolymer was treated with 4% aqueous iodine solution at room temperature (28 ± 3 °C) for two hours. It was observed that the tercopolymer containing 35% N-vinyl-2-pyrrolidone (NVP), 32.5% methyl methacrylate (MMA) and 32.5% butyl acrylate (nBA) gave a stable coating on TPUs together with sustained iodine release for a prolonged period. Furthermore, the tercopolymer coated and iodine loaded TPUs exhibited excellent antimicrobial activity against Candida albicans, Staphylococcus aureus and Escherichia coli.


Assuntos
Iodo , Poliuretanos , Poliuretanos/química , Iodo/química , Iodo/farmacologia , Staphylococcus aureus/efeitos dos fármacos , Candida albicans/efeitos dos fármacos , Testes de Sensibilidade Microbiana , Materiais Revestidos Biocompatíveis/química , Materiais Revestidos Biocompatíveis/farmacologia , Anti-Infecciosos/farmacologia , Anti-Infecciosos/química , Antibacterianos/farmacologia , Antibacterianos/química , Antibacterianos/síntese química , Escherichia coli/efeitos dos fármacos , Preparações de Ação Retardada/química , Laringe Artificial , Pirrolidinonas/química , Pirrolidinonas/farmacologia , Propriedades de Superfície
2.
Indian J Crit Care Med ; 28(1): 70-74, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38510776

RESUMO

Background: Dealing with life-threatening viral acute respiratory distress syndrome (ARDS) has always been challenging and with the recent COVID pandemic experience, there is still the need of newer therapies to alleviate mortality. Aviptadil, has shown significant beneficial results in covid. We share our experience with this molecule by doing a retrospective study to evaluate the effect of this drug on clinical outcomes in viral-related Ards patients. Materials and methods: In this study, all patients with severe viral-related Ards received Aviptadil along with the conventional treatment. The oxygen saturation, SpO2/FiO2 (ratio of pulse oximetric saturation to fractional inspired oxygen) (S/F) ratio and PaO2/FiO2 (ratio of arterial oxygen partial pressure to fractional inspired oxygen) (p/f) ratio, before and after completion of the drug were studied. Radiological clearance and time for complete recovery from respiratory failure was noted. All variables pre- and postadministration of the drug were compared. Results: A total of 68 patients with viral pneumonias were admitted to intensive care unit (Icu) and only 6 patients had severe Ards, who received Aviptadil. The mean oxygen saturation significantly improved from 87.86% before the first Aviptadil dose to 93.43% post 3 days of infusion. Similarly, improvement was seen in PaO2 values from 54.32 to 68.4 posttherapy (p-value < 0.004). SpO2/FiO2 (ratio of pulse oximetric saturation to fractional inspired oxygen) ratio hiked from 149 to 336 at the end of the 3 days infusion (p-value < 0.003). RALE scoring system was used for radiological clearance and the mean change in the score was from 6.42 to 2.5 (p-value 0.00). The average length of stay in the Icu was 12.14 days. No adverse effects were noted. Conclusion: Aviptadil has shown to improve the clinical outcomes in patients with severe viral-related ards without any adverse effects. How to cite this article: Sampley S, Bhasin D, Sekhri K, Singh H, Gupta O. Effect of Aviptadil, a Novel Therapy, on Clinical Outcomes of Patients with Viral-related Severe ARDS: A Retrospective Observational Study. Indian J Crit Care Med 2024;28(1):70-74.

3.
Front Immunol ; 14: 1200328, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37675116

RESUMO

The introduction of spacers in coating steroid protein complexes and/or enzyme conjugates or immunogens is known to exert an influence on the sensitivity of steroid enzyme immunoassays. We investigated the impact of different homobifunctional spacers, ranging in atomic length from 3 to 10, on the sensitivity and specificity of prednisolone (PSL) enzyme immunoassays. In this study, four homo-bifunctional spacers, namely, carbohydrazide (CH), adipic acid dihydrazide (ADH), ethylene diamine (EDA), and urea (U), were incorporated between PSL and horseradish peroxidase (HRP) for preparing the enzyme conjugate with an aim to improve the sensitivity of the assay without compromising assay specificity. The assays were developed using these enzymes conjugated with antibodies raised against the PSL-21-HS-BSA immunogen. The sensitivity of the PSL assays after insertion of a bridge in the enzyme conjugate was 1.22 ng/mL, 0.59 ng/mL, 0.48 ng/mL, and 0.018 ng/mL with ADH, CH, EDA, and urea as a spacer, respectively. Among the four combinations, the PSL-21-HS-BSA-antibody with PSL-21-HS-U-HRP-enzyme conjugate gave better sensitivity and less cross-reaction. The percent recovery of PSL from the exogenously spiked human serum pools was in the range of 88.32%-102.50%. The intra and inter-assay CV% was< 8.46%. The PSL concentration was estimated in the serum samples of patients on PSL treatment. The serum PSL values obtained by this method correlated well with the commercially available kit (r2 = 0.98). The present study suggests that the nature of the spacer is related to assay sensitivity and not the spacer length.


Assuntos
Anticorpos , Prednisolona , Humanos , Ensaio de Imunoadsorção Enzimática , Técnicas Imunoenzimáticas
4.
Bioeng Transl Med ; 8(5): e10541, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37693068

RESUMO

Multiple studies have shown that the progression of breast cancer depends on multiple signaling pathways, suggesting that therapies with multitargeted anticancer agents will offer improved therapeutic benefits through synergistic effects in inhibiting cancer growth. Dual-targeted inhibitors of phosphoinositide 3-kinase (PI3-K) and histone deacetylase (HDAC) have emerged as promising cancer therapy candidates. However, poor aqueous solubility and bioavailability limited their efficacy in cancer. The present study investigates the encapsulation of a PI3-Kδ/HDAC6 dual inhibitor into hybrid block copolymers (polylactic acid-methoxy polyethylene glycol; polylactic acid-polyethylene glycol-polypropylene glycol-polyethylene glycol-polylactic acid) (HSB-510) as a delivery system to target PI3-Kδ and HDAC6 pathways in breast cancer cells. The prepared HSB-510 showed an average diameter of 96 ± 3 nm, a zeta potential of -17 ± 2 mV, and PDI of ˂0.1 with a slow and sustained release profile of PI3-Kδ/HDAC6 inhibitors in a nonphysiological buffer. In vitro studies with HSB-510 have demonstrated substantial growth inhibition of breast cancer cell lines, MDA-MB-468, SUM-149, MCF-7, and Ehrlich ascites carcinoma (EAC) as well as downregulation of phospho-AKT, phospho-ERK, and c-Myc levels. Importantly, bi-weekly treatment of Balb/c wild-type mice harboring EAC cells with HSB-510 at a dose of 25 mg/kg resulted in significant tumor growth inhibition. The treatment with HSB-510 was without any significant effect on the body weights of the mice. These results demonstrate that a novel Quatramer encapsulation of a PI3-Kδ/HDAC6 dual inhibitor (HSB-510) represents an approach for the successful targeting of breast cancer and potentially other cancer types.

5.
Int J Pharm ; 635: 122779, 2023 Mar 25.
Artigo em Inglês | MEDLINE | ID: mdl-36842520

RESUMO

Existence of cancer stem cells (CSCs) are primarily responsible for chemoresistance, cancer reoccurrence and treatment failure in cancer patients. Eliminating CSCs along with bulk tumor is a necessity to achieve complete cancer inhibition. Salinomycin (SAL) has potential to specifically target and kill CSCs through blocking their multiple pathways simultaneously. SAL has also been reported to improve anti-cancer efficacy of numerous chemo-based drugs when used in combination therapy. However, clinical use of SAL is restricted due to its high off targeted toxicity. Herein, we have developed a PLA based hybrid block copolymer for concomitant delivery of SAL and doxorubicin (DOX) with an aim to reduce their adverse side effects and enhance the therapeutic efficacy of the treatment. Designed PLA based nanoplatform showed high encapsulation and sustained release profile for both the drugs. Cytotoxicity evaluation on cancer cell lines confirmed the synergistic effect of SAL:DOX co-loaded NPs. Additionally, prepared SAL NPs were also found to be highly effective against chemo-resistant cancer cells and CSCs derived from cancer patient. Most importantly, encapsulation of SAL in PLA NPs improved its pharmacokinetics and biodistribution profile. Consequently, undesired toxicity with SAL NPs was significantly reduced which in-turn increased the dose tolerability in mice as compared to free SAL. Treatment of EAC tumor bearing mice with SAL:DOX co-loaded NPs resulted in excellent tumor regression and complete inhibition of cancer reoccurrence. These results conclude that concomitant delivery of SAL and DOX using PLA based block copolymeric nano-carrier have a strong potential for cancer therapy.


Assuntos
Antineoplásicos , Nanopartículas , Neoplasias , Camundongos , Animais , Distribuição Tecidual , Doxorrubicina/farmacologia , Poliésteres , Linhagem Celular Tumoral , Neoplasias/tratamento farmacológico
6.
Nanomedicine ; 47: 102627, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36410699

RESUMO

Combination chemotherapy with systemic administration of drugs in their free form can be challenging due to non-synchronized pharmacokinetics and sub-optimal tumor accumulation. The present study investigates a PLA-based block copolymeric nanocarrier for the co-delivery of navitoclax and decitabine (NAV/DCB NPs) for combination cancer therapy. NAV/DCB NPs exhibited potent in vitro synergistic cytotoxicity in both acute myeloid leukemia and breast cancer cell lines. Biodistribution studies of NAV/DCB NPs in tumor bearing mice, showed significant drug accumulation in tumor tissue and detectable quantities in plasma even after 48 h. Good hemocompatibility with reduced in vivo platelet toxicity indicated that encapsulation in PLA-based nanocarrier helped ameliorate navitoclax associated thrombocytopenia. In vivo biological activity of NAV/DCB NPs evaluated in xenograft AML and syngeneic breast cancer model, demonstrated potent tumor growth inhibition efficacy. PLA-based NAV/DCB dual NPs present a novel, safe and effective nanoformulation for combination cancer therapy in both solid tumors and hematologic malignancies.


Assuntos
Sistemas de Liberação de Fármacos por Nanopartículas , Neoplasias , Animais , Humanos , Camundongos , Neoplasias/tratamento farmacológico , Distribuição Tecidual , Quimioterapia Combinada/métodos , Decitabina/uso terapêutico
7.
Int J Pharm ; 628: 122343, 2022 Nov 25.
Artigo em Inglês | MEDLINE | ID: mdl-36341921

RESUMO

Progression and metastasis of ER+ breast cancer depend on multiple signaling cascades. The available conventional treatment options have limited efficacy in ER+ breast cancer due to overexpression of AKT, c-Myc and BCL-2 proteins. Simultaneous targeting and inhibition of these targets in ER+ cancer may result in effective therapeutic outcomes. However, combining two or more free drug molecules to treat cancer leads to unsynchronised pharmacokinetics, toxicity, and eventual resistance development. To overcome these limitations, a novel nanoformulation of PI3-Kδ/HDAC6 dual inhibitor in combination with Navitoclax is developed using Pluronic modified PLA based hybrid block copolymer. The prepared dual drug loaded PI3-Kδ/HDAC6-NAV-NPs (1:3-NPs) have shown high encapsulation efficiency, hydrodynamic size, and polydispersity of âˆ¼ 93 %, 159 ± 2.6 nm, and 0.19 ± 0.03, respectively. These PI3-Kδ/HDAC6-NAV-NPs exhibit slow and sustained release profiles of PI3-Kδ/HDAC6 inhibitor and NAV in phosphate buffer saline (PBS, pH 7.4). The in-vitro cytotoxicity studies done with PI3-Kδ/HDAC6-NAV-NPs in ER+ breast cancer cell lines have shown a synergistic effect with lower IC50 values compared to individual NAV-NPs and PI3-Kδ/HDAC6-NPs. The PI3-Kδ/HDAC6-NAV-NPs treatment (4 mg/kg, I.V., twice a week for three weeks) of ER+ breast cancer syngeneic mice tumor model resulted in complete tumor eradication without any overt toxicity. These results demonstrate that a unique formulation of a novel PI3-Kδ/HDAC6 dual inhibitor in combination with Navitoclax represents an approach for an efficient treatment option for ER+ breast cancer.


Assuntos
Nanopartículas , Neoplasias , Camundongos , Animais , Linhagem Celular Tumoral , Nanopartículas/química
8.
Eur J Pharm Biopharm ; 179: 184-193, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-36087881

RESUMO

The disruption and overexpression of phosphatidylinositol 3-kinase (PI3K)-AKT signaling pathway in cancer results in tumor growth, metastasis, and survival. Treatment with common anthracyclines has confirmed cancer cells' dependence on PI3K pathway through overexpression of AKT. Moreover, combining HDAC inhibitor with anthracycline has shown the targeting of breast cancer stem cells. Therefore, it has been hypothesized that the co-delivery of PI3-Kδ/HDAC6 dual inhibitor with Epirubicin using polymeric nanoparticle could increase the anti-cancer treatment efficacy with reduced toxicity. Pluronic modified polylactic acid block copolymer (quatramer) was used for co-encapsulation of PI3-Kδ/HDAC6 and Epirubicin. The co-encapsulated nanoparticles, PI3-Kδ/HDAC6-Epi-NPs have shown size of 99 ± 3 nm, PDI of 0.18 ± 0.07 with a sustained and slow-release profile in non-physiological buffer (PBS, pH 7.4). The in-vitro cell proliferation inhibition studies done on 2D and 3D culture of breast cancer cell lines have confirmed the synergistic effect of PI3-Kδ/HDAC6-Epi-NPs with lower IC50 values compared to PI3-Kδ/HDAC6-NPs and Epi-NPs. Additionally, intravenous twice a week treatment for three weeks with PI3-Kδ/HDAC6-Epi-NPs resulted in complete tumor eradication in the syngeneic breast tumor mice model. In comparison, the PI3-Kδ/HDAC6-NPs and Epi-NPs resulted in tumor growth inhibition of 15.86% and 81.59%, respectively. These studies predicted that clinical use of PI3-Kδ/HDAC6-Epi-NPs will be effective in breast cancer treatments.


Assuntos
Nanopartículas , Neoplasias , Animais , Antibióticos Antineoplásicos/farmacologia , Linhagem Celular Tumoral , Epirubicina/farmacologia , Epirubicina/uso terapêutico , Inibidores de Histona Desacetilases/farmacologia , Camundongos , Neoplasias/tratamento farmacológico , Fosfatidilinositol 3-Quinases , Poloxâmero , Polímeros , Proteínas Proto-Oncogênicas c-akt
9.
Anal Biochem ; 654: 114801, 2022 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-35803298

RESUMO

We report a novel Fluorescence Resonance Energy Transfer (FRET) immunosensor for sensitive detection of whole cell H. pylori, a causative organism for gastric carcinoma. Highly fluorescent and well-dispersed functionalized carbon dots (FCDs) were synthesized and chemically conjugated with anti-H. pylori antibody to fabricate a fluorescent probe (FCDs-Ab). The fluorescence of FCDs-Ab gets quenched upon interaction with graphene oxide (GO), whereas in presence of H. pylori, the interaction between the FCD-Ab and GO gets interrupted and gradual restoration of fluorescence was observed due to the specific affinity and binding of Ab towards H. pylori. The immunosensor was characterized at each step of fabrication. The assay exhibits a linear detection range of 5-107 cells mL-1 with limit of detection (LOD) of 10 cells mL-1 with high specificity and selectivity to target pathogen. The analytical performance of the developed immunosensor was evaluated with different spiked food samples and the substantial recovery validates its potential for risk assessment in food testing, thus ensuring general safety of public health.


Assuntos
Técnicas Biossensoriais , Grafite , Helicobacter pylori , Pontos Quânticos , Anticorpos Antibacterianos , Carbono/química , Transferência Ressonante de Energia de Fluorescência , Grafite/química , Imunoensaio , Limite de Detecção , Pontos Quânticos/química
10.
Indian J Crit Care Med ; 26(4): 535-536, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35656049

RESUMO

How to cite this article: Sampley S, Bhasin D, Singh H, Mishra S. Cerebral Aspergillosis Complicating COVID Recovery. Indian J Crit Care Med 2022;26(4):535-536.

12.
Int J Pharm ; 620: 121761, 2022 May 25.
Artigo em Inglês | MEDLINE | ID: mdl-35472512

RESUMO

Pirarubicin (PIRA) is a semi-synthetic anthracycline derivative that is reported to have lesser toxicity and better clinical outcomes as compared to its parental form doxorubicin (DOX). However, long term use of PIRA causes bone marrow suppression and severe cardiotoxicity to the recipients. Herein, we have developed a biodegradable polymeric nano platform consisting of amphiphilic di-block copolymer methoxy polyethylene glycol-polylactic acid and a hydrophobic penta-block copolymer polylactic acid-pluronic L-61-polylactic acid as a hybrid system to prepare PIRA (& DOX) encapsulated nanoparticles (NPs) with an aim to reduce its off targeted toxicity and enhance therapeutic efficacy for cancer therapy. Prepared PIRA/DOX NPs showed uniform particle size distribution, high encapsulation efficiency and sustained drug release profile. Cytotoxicity evaluation of PIRA NPs against TNBC cells and mammospheres showed its superior anti-cancer activity over DOX NPs. Anti-cancer efficacy of PIRA/DOX NPs was found significantly enhanced in presence of penta-block copolymer which confirmed chemo-sensitising ability of pluronic L-61. Most importantly, encapsulation of PIRA/DOX in the NPs reduced their off targeted toxicity and increased the maximum tolerated dose in BALB/c mice. Moreover, treatment of EAC tumor harbouring mice with PIRA NPs resulted in higher tumor regression as compared with the groups treated with free PIRA, free DOX or DOX NPs. Altogether, the results conclude that prepared PIRA NPs exhibits an excellent anti-cancer therapeutic efficacy and has a strong potential for cancer therapy.


Assuntos
Nanopartículas , Neoplasias , Animais , Linhagem Celular Tumoral , Doxorrubicina/análogos & derivados , Sistemas de Liberação de Medicamentos/métodos , Camundongos , Nanopartículas/química , Neoplasias/tratamento farmacológico , Poloxâmero/uso terapêutico , Poliésteres/química , Polímeros/uso terapêutico
13.
Biogerontology ; 23(3): 363-380, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35488997

RESUMO

Conflicting reports of HRT necessitates exploration of therapeutic interventions with the least side effects to preserve metabolic homeodynamics in women later in life. The current study was designed to elucidate the cumulative effects of aging and/or high fat diet (HFD) on some metabolic indicators and their management by Tinospora cordifolia stem powder (TCP) using middle-aged acyclic and young adult cyclic female rats as the model system. Animals were fed on either normal chow or HFD supplemented with or without TCP. Blood and liver tissue were collected for biochemical, and histological studies as well as for expression of proteins regulating lipid metabolism. Animals fed with TCP supplemented normal chow feed showed bodyweight management over 12-weeks despite their high feed and calories intake compared to young and age-matched controls as well as HFD-fed animals. TCP dose used was not toxic and rather prevented age-associated liver dysfunctions and ameliorated dyslipidemia and oxidative stress, normalized blood glucose, insulin, leptin, and secretary pro-inflammatory cytokines. Further, bodyweight management effect of TCP was observed to target AMPK signalling pathway as the mediator of lipogenesis, sterol biosynthesis, lipolysis, and ß-oxidation of fatty acids. These findings suggest that TCP supplementation in diet may be a potential interventional strategy to ameliorate aging-associated hepatic and metabolic dysfunctions and to promote healthy aging.


Assuntos
Tinospora , Animais , Dieta Hiperlipídica/efeitos adversos , Feminino , Humanos , Metabolismo dos Lipídeos , Lipogênese , Fígado/metabolismo , Pessoa de Meia-Idade , Ratos
14.
J Phys Chem Lett ; 13(7): 1886-1893, 2022 Feb 24.
Artigo em Inglês | MEDLINE | ID: mdl-35175062

RESUMO

We introduce a multi-reward reinforcement learning (RL) approach to train a flexible bond-order potential (BOP) for 2D phosphorene based on ab initio training data sets. Our approach is based on a continuous action space Monte Carlo tree search algorithm that is general and scalable and presents an efficient multiobjective optimization scheme for high-dimensional materials design problems. As a proof-of-concept, we deploy this scheme to parametrize multiple structural and dynamical properties of 2D phosphorene polymorphs. Our RL-trained BOP model adequately captures the structure, energetics, transformation barriers, equation of state, elastic constants, and phonon dispersions of various 2D P polymorphs. We use this model to probe the impact of temperature and strain rate on the phase transition from black (α-P) to blue phosphorene (ß-P) through molecular dynamics simulations. A decrease in critical strain for this phase transition with increase in temperature is observed, and the underlying atomistic mechanisms are discussed.

15.
J Orthop Case Rep ; 12(6): 58-61, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37065517

RESUMO

Introduction: Cutaneous actinomycosis of popliteal fossa is quite unusual, chronic granulomatous disease caused by a group of anaerobic or microaerophilic Gram positive filamentous bacteria that colonize the mouth, colon, and urogenital tract. Actinomycosis of popliteal fossa is rare clinical condition; therefore, recognition of this entity needs high degree of suspicion as the organism is specific internal habitant; primary involvement of extremities is rare. Case Report: This case report presents a rare case of actinomycosis of popliteal fossa (left side) in a 40-year-old male patient. The patient complained of presence of a mass with multiple pus oozing sinuses over popliteal fossa. The X-ray of leg revealed presence of foreign body. Histopathological examination of the biopsy from the lesions confirmed diagnosis of cutaneous actinomycosis. Conclusion: Cutaneous actinomycosis is a disease with great diagnostic challenge and requires high degree of suspicion for the early diagnosis which avoids unnecessary surgery and decreased morbidity and mortality.

16.
Neuromolecular Med ; 24(2): 202-214, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-34410631

RESUMO

Sleep deprivation due to present-day lifestyle and late-hours work commitments are associated with a broad spectrum of neurobehavioral complications. Moreover, women, as they age, become prone to the cumulative effects of menopause such as sleep disturbances, adiposity, and inflammation which are attributed to a compromised immuno-neuro-endocrine axis. So far, no effective therapeutic remedy is available to mitigate the adverse effects of SD. The current study was aimed to elucidate the neuroprotective potential of n-Butanol fraction obtained from hydroalcoholic extract of Tinospora cordifolia stem (B-TCE). Four groups of female rats are (1) Vehicle-undisturbed sleep, (2) Vehicle-sleep deprived (between 6 a.m. and 6 p.m.), (3) B-TCE oral feeding for 2 weeks and sleep deprivation, and (4) B-TCE alone undisturbed sleep group. Novel Object Recognition test was used to study cognitive impairments and Rotarod for motor coordination. Rats were then sacrificed to study the expression of various marker proteins in the hippocampus and piriform cortex regions of the brain by western blotting. SD was observed to impair the exploratory behavior and neuromuscular coordination, whereas, B-TCE pre-treatment was observed to ameliorate these behavioral functions'- impairments and further suppressed the changes in the expression of markers for synaptic plasticity, inflammation, cell survival, and apoptosis pathways. The current data suggest that B-TCE may be effective in the management of acute SD-associated impairments in learning and memory functions and neuromuscular coordination.


Assuntos
Tinospora , 1-Butanol/farmacologia , 1-Butanol/uso terapêutico , Animais , Butanóis/farmacologia , Butanóis/uso terapêutico , Cognição , Feminino , Hipocampo , Humanos , Inflamação/complicações , Inflamação/tratamento farmacológico , Pessoa de Meia-Idade , Extratos Vegetais/farmacologia , Extratos Vegetais/uso terapêutico , Ratos , Ratos Wistar , Privação do Sono/complicações , Privação do Sono/tratamento farmacológico , Privação do Sono/metabolismo
17.
ACS Appl Mater Interfaces ; 13(30): 36455-36464, 2021 Aug 04.
Artigo em Inglês | MEDLINE | ID: mdl-34288661

RESUMO

Defect dynamics in materials are of central importance to a broad range of technologies from catalysis to energy storage systems to microelectronics. Material functionality depends strongly on the nature and organization of defects-their arrangements often involve intermediate or transient states that present a high barrier for transformation. The lack of knowledge of these intermediate states and the presence of this energy barrier presents a serious challenge for inverse defect design, especially for gradient-based approaches. Here, we present a reinforcement learning (RL) [Monte Carlo Tree Search (MCTS)] based on delayed rewards that allow for efficient search of the defect configurational space and allows us to identify optimal defect arrangements in low-dimensional materials. Using a representative case of two-dimensional MoS2, we demonstrate that the use of delayed rewards allows us to efficiently sample the defect configurational space and overcome the energy barrier for a wide range of defect concentrations (from 1.5 to 8% S vacancies)-the system evolves from an initial randomly distributed S vacancies to one with extended S line defects consistent with previous experimental studies. Detailed analysis in the feature space allows us to identify the optimal pathways for this defect transformation and arrangement. Comparison with other global optimization schemes like genetic algorithms suggests that the MCTS with delayed rewards takes fewer evaluations and arrives at a better quality of the solution. The implications of the various sampled defect configurations on the 2H to 1T phase transitions in MoS2 are discussed. Overall, we introduce a RL strategy employing delayed rewards that can accelerate the inverse design of defects in materials for achieving targeted functionality.

19.
Proc Natl Acad Sci U S A ; 118(11)2021 03 16.
Artigo em Inglês | MEDLINE | ID: mdl-33836565

RESUMO

Upon treatment removal, spontaneous reactivation of latently infected T cells remains a major barrier toward curing HIV. Therapies that reactivate and clear the latent reservoir are only partially effective, while latency-promoting agents (LPAs) used to suppress reactivation and stabilize latency are understudied and lack diversity in their mechanisms of action. Here, we identify additional LPAs using a screen for gene-expression fluctuations (or "noise") that drive cell-fate specification and control HIV reactivation from latency. Single-cell protein dynamics of a minimal HIV gene circuit were monitored with time-lapse fluorescence microscopy. We screened 1,806 drugs, out of which 279 modulate noise magnitude or half autocorrelation time. Next, we tested the strongest noise modulators in a Jurkat T cell latency model and discovered three LPAs that would be overlooked by quantifying their mean expression levels alone. The LPAs reduced reactivation of latency in both Jurkat and primary cell models when challenged by synergistic and potent combinations of HIV activators. The two strongest LPAs, NSC 401005 and NSC 400938, are structurally and functionally related to inhibitors of thioredoxin reductase, a protein involved in maintaining redox balance in host cells. Experiments with multiple functional analogs revealed two additional LPAs, PX12 and tiopronin, and suggest a potential LPA family, within which some are commercially available and Food and Drug Administration-approved. The LPAs presented here may provide new strategies to complement antiretroviral treatments. Screening for gene expression noise holds the potential for drug discovery in other diseases.


Assuntos
HIV-1/genética , Latência Viral/efeitos dos fármacos , Fármacos Anti-HIV/farmacologia , Regulação Viral da Expressão Gênica/efeitos dos fármacos , HIV-1/fisiologia , Humanos , Células Jurkat
20.
iScience ; 24(4): 102291, 2021 Apr 23.
Artigo em Inglês | MEDLINE | ID: mdl-33889814

RESUMO

Reactivation of human immunodeficiency virus 1 (HIV-1) from latently infected T cells is a critical barrier to cure patients. It remains unknown whether reactivation of individual latent cells occurs stochastically in response to latency reversal agents (LRAs) or is a deterministic outcome of an underlying cell state. To characterize these single-cell responses, we leverage the classical Luria-Delbrück fluctuation test where single cells are isolated from a clonal population and exposed to LRAs after colony expansion. Data show considerable colony-to-colony fluctuations with the fraction of reactivating cells following a skewed distribution. Modeling systematic measurements of fluctuations over time uncovers a transient heritable memory that regulates HIV-1 reactivation, where single cells are in an LRA-responsive state for a few weeks before switching back to an irresponsive state. These results have enormous implications for designing therapies to purge the latent reservoir and further utilize fluctuation-based assays to uncover hidden transient cellular states underlying phenotypic heterogeneity.

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