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1.
Photoacoustics ; 38: 100612, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38711869

RESUMEN

A miniaturized photoacoustic spectroscopy-based gas sensor is proposed for the purpose of detecting sub-ppm-level carbonyl sulfide (OCS) using a tunable mid-infrared interband cascade laser (ICL) and a Helmholtz photoacoustic cell. The tuning characteristics of the tunable ICL with a center wavelength of 4823.3 nm were investigated to achieve the optimal driving parameters. A Helmholtz photoacoustic cell with a volume of ∼2.45 mL was designed and optimized to miniaturize the measurement system. By optimizing the modulation parameters and signal processing, the system was verified to have a good linear response to OCS concentration. With a lock-in amplifier integration time of 10 s, the 1σ noise standard deviation in differential mode was 0.84 mV and a minimum detection limit (MDL) of 409.2 ppbV was achieved at atmospheric pressure and room temperature.

2.
Toxicol Appl Pharmacol ; 486: 116933, 2024 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-38631520

RESUMEN

"White pollution" has a significant impact on male reproduction. Di-n-butyl phthalate (DBP) is one of the most important factors in this type of pollution. Currently, research from international sources has demonstrated the significant reproductive toxicity of DBP. However, most of these studies have focused mainly on hormones expression at the protein and mRNA levels and the specific molecular targets of DBP and its mechanisms of action remain unclear. In this study, we established a Sprague Dawley pregnant mouse model exposed to DBP, and all male offspring were immediately euthanized at birth and bilateral testes were collected. We found through transcriptome sequencing that cell apoptosis and MAPK signaling pathway are the main potential pathways for DBP induced reproductive toxicity. Molecular biology analyses revealed a significant increase in the protein levels of JNK1(MAPK8) and BAX, as well as a significant increase in the BAX/BCL2 ratio after DBP exposure. Therefore, we propose that DBP induces reproductive toxicity by regulating JNK1 expression to activate the MAPK signaling pathway and induce reproductive cell apoptosis. In conclusion, our study provides the first evidence that the MAPK signaling pathway is involved in DBP-induced reproductive toxicity and highlights the importance of JNK1 as a potential target of DBP in inducing reproductive toxicity.

3.
Sensors (Basel) ; 24(5)2024 Feb 20.
Artículo en Inglés | MEDLINE | ID: mdl-38474901

RESUMEN

An acoustic imaging method for detecting and locating gas leaks based on a virtual ultrasonic sensor array is proposed and experimentally demonstrated. A scanning sensor array of only two sensors is used to collect the acoustic signals generated by the leakage hole. The matrix of the leakage signal is processed by the cross-power spectrum method to achieve time consistency, afterward, the location of the leakage source can be calculated by the virtual beamforming method. The influence of the number of sensors and the distance between adjacent sensors on the effect of the proposed method are compared and discussed. To verify the effectiveness and operability of the detection and localization method, several experiments were carried out. Furthermore, a series of experiments were conducted to assess the accuracy and stability of this method. The experimental results demonstrate that the proposed method based on a virtual sensor array can achieve highly accurate localization of gas leaks and performs well regarding stability.

5.
Opt Express ; 31(13): 21796-21805, 2023 Jun 19.
Artículo en Inglés | MEDLINE | ID: mdl-37381268

RESUMEN

Transducer components are crucial in optimizing the sensitivity of microphones. Cantilever structure is commonly used as a structural optimization technique. Here, we present a novel Fabry-Perot (F-P) interferometric fiber-optic microphone (FOM) using a hollow cantilever structure. The proposed hollow cantilever aims to reduce the effective mass and spring constant of the cantilever, thereby enhancing the sensitivity of the FOM. Experimental results demonstrate that the proposed structure outperforms the original cantilever design in terms of sensitivity. The sensitivity and minimum detectable acoustic pressure level (MDP) can reach 91.40 mV/Pa and 6.20 µPa/Hz at 1.7 kHz, respectively. Notably, the hollow cantilever provides an optimization framework for highly sensitive FOMs.

6.
Front Pharmacol ; 14: 1164309, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37168999

RESUMEN

Aim: To analyze the safety of immune checkpoint inhibitors in primary liver cancer patients and to identify the risk factors for immune-related adverse events (irAEs). Methods: The study enrolled 106 patients with primary liver cancer, including 81 with hepatocellular carcinoma and 25 with intrahepatic cholangiocarcinoma. We analyzed the differences between groups in irAE occurrence, including those with and without targeted drugs and those who received interventional therapy. Results: The incidence of irAEs was 39%, with thyroid function, liver function, and skin events being the most common. There was no correlation among irAE incidence and the liver cancer type, stage, or severity; grade of Child-Pugh score; and Barcelona Clinical Liver Cancer classification. However, being overweight was a significant risk factor for irAEs, correlating with high body mass index. The combination of targeted drugs and/or transcatheter arterial chemoembolization therapy did not increase the incidence of irAEs. Conclusion: Being overweight is a potential risk factor for irAEs in primary liver cancer patients. However, there is no correlation between irAE incidence and the liver cancer type, stage, or severity or a combination of targeted drugs or transarterial chemoembolization therapy.

7.
Mol Ther ; 31(7): 2105-2119, 2023 07 05.
Artículo en Inglés | MEDLINE | ID: mdl-37073129

RESUMEN

Poor intratumoral infiltration is the major challenge for chimeric antigen receptor (CAR)-T cell therapy in solid tumors. Hypofractionated radiotherapy (HFRT) has been reported to induce immune cell infiltration and reshape the tumor immune microenvironment. Here, we showed that HFRT (5 × 5 Gy) mediated an early accumulation of intratumoral myeloid-derived suppressor cells (MDSCs) and decreased infiltration of T cells in the tumor microenvironment (TME) of immunocompetent mice bearing triple-negative breast cancer (TNBC) or colon cancer, which was further confirmed in tumors from patients. RNA sequencing (RNA-seq) and cytokine profiling analysis revealed that HFRT induced the activation and proliferation of tumor-infiltrated MDSCs, which was mediated by the interactions of multiple chemokines and chemokine receptors. Further investigation showed that when combined with HFRT, CXCR2 blockade significantly inhibited MDSCs trafficking to tumors and effectively enhanced the intratumoral infiltration and treatment efficacy of CAR-T cells. Our study demonstrates that MDSCs blockade combined with HFRT is promising for CAR-T cell therapy optimization in solid tumors.


Asunto(s)
Células Supresoras de Origen Mieloide , Receptores Quiméricos de Antígenos , Ratones , Animales , Receptores Quiméricos de Antígenos/genética , Línea Celular Tumoral , Inmunoterapia Adoptiva , Linfocitos T , Microambiente Tumoral
8.
Front Oncol ; 13: 1109980, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36998463

RESUMEN

Background: The clinical characteristics of primary liver cancer (PLC) patients are changing, maybe due to hepatitis viral vaccination and lifestyle changes, etc. The linkage between these changes and outcomes among these PLCs has not yet been fully elucidated. Methods: It was identified total of 1691 PLC cases diagnosed between 2000 ~ 2020. Cox proportional hazards models were utilized to determine the connections between the clinical presentations and their close risk factor(s) from PLC patients. Results: The average age of PLC patients increased gradually from 52.74 ± 0.5 years in 2000 ~ 2004 to 58.63 ± 0.44 years in 2017 ~ 2020, accompanied by an increased proportion of females from 11.11% to 22.46%, and non-viral hepatitis-related PLC was raised from 1.5% to 22.35%. 840 (49.67%) PLC patients with alpha-fetoprotein (AFP) < 20ng/mL (AFP-negative). The mortality was 285 (16.85%) or 532 (31.46%) PLC patients with alanine transaminase (ALT) between 40 ~ 60 IU/L or ALT > 60 IU/L. The PLC patients with pre-diabetes/diabetes or dyslipidemia also increased from 4.29% or 11.1% in 2000 ~ 2004 to 22.34% or 46.83% in 2017 ~ 2020. The survival period of the PLC patients with normoglycemia or normolipidemic was 2.18 or 3.14 folds longer than those patients with pre-diabetes/diabetes or hyperlipidemia (P<0.05). Conclusions: It was gradually increased that age, the proportion of females, non-viral hepatitis-related causes, AFP-negative, and abnormal glucose/lipids among PLC patients. Proper control of glucose/lipids or ALT may improve the prognosis of PLCs.

9.
Front Med (Lausanne) ; 10: 1078666, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36844234

RESUMEN

Background and aims: Although COVID-19 vaccination is recommended for the patients with chronic liver disease, the clinical outcomes of COVID-19 vaccinated in patients with chronic hepatitis B (CHB) has not been well characterized. The study aimed to explore the safety and specific antibody responses following COVID-19 vaccination among CHB patients. Methods: Patients with CHB were included. All patients were vaccinated with two doses of inactivated vaccine (CoronaVac) or three doses of adjuvanted protein subunit vaccine (ZF2001). The adverse events were recorded and neutralizing antibody (NAb) were determined 14 days following the whole-course vaccination. Results: A total of 200 patients with CHB were included. Specific NAb against SARS-CoV-2 were positive in 170 (84.6%) patients. The median (IQR) concentrations of NAb were 16.32 (8.44-34.10) AU/ml. Comparison of immune responses between CoronaVac and ZF2001 vaccines showed no significant differences in neither the concentrations of NAb nor the seropositive rates (84.4 vs. 85.7%). Moreover, we observed lower immunogenicity in older patients and in patients with cirrhosis or underlying comorbidities. The incidences of adverse events were 37 (18.5%) with the most common adverse event as injection side pain [25 (12.5%)], followed by fatigue [15 (7.5%)]. There were no differences in the frequencies of adverse between CoronaVac and ZF2001 (19.3% vs. 17.6%). Almost all of the adverse reactions were mild and self-resolved within a few days after vaccination. Severe adverse events were not observed. Conclusions: COVID-19 vaccines, CoronaVac and ZF2001 had a favorable safety profile and induced efficient immune response in patients with CHB.

11.
Signal Transduct Target Ther ; 7(1): 380, 2022 11 19.
Artículo en Inglés | MEDLINE | ID: mdl-36402752

RESUMEN

Pleural and peritoneal metastasis accompanied by malignant pleural effusion (MPE) or malignant ascites (MA) is frequent in patients with advanced solid tumors that originate from the lung, breast, gastrointestinal tract and ovary. Regional delivery of CAR-T cells represents a new strategy to control tumor dissemination in serous cavities. However, malignant effusions constitute an immune-suppressive environment that potentially induces CAR-T cell dysfunction. Here, we demonstrated that the anti-tumor cytotoxicity of conventional 2nd-generation CAR-T cells was significantly inhibited by both the cellular and non-cellular components of MPE/MA, which was primarily attributed to impaired CAR-T cell proliferation and cytokine production in MPE/MA environment. Interestingly, we found that PD-L1 was widely expressed on freshly-isolated MPE/MA cells. Based on this feature, a novel PD-L1-targeting chimeric switch receptor (PD-L1.BB CSR) was designed, which can bind to PD-L1, switching the inhibitory signal into an additional 4-1BB signal. When co-expressed with a 2nd-generation CAR, PD-L1.BB CSR-modified CAR-T cells displayed superior fitness and enhanced functions in both culture medium and MPE/MA environment, causing rapid and durable eradication of pleural and peritoneal metastatic tumors in xenograft models. Further investigations revealed elevated expressions of T-cell activation, proliferation, and cytotoxicity-related genes, and we confirmed that PD-L1 scFv and 4-1BB intracellular domain, the two important components of PD-L1.BB CSR, were both necessary for the functional improvements of CAR-T cells. Overall, our study shed light on the clinical application of PD-L1.BB CSR-modified dual-targeting CAR-T cells. Based on this study, a phase I clinical trial was initiated in patients with pleural or peritoneal metastasis (NCT04684459).


Asunto(s)
Neoplasias Peritoneales , Derrame Pleural Maligno , Femenino , Humanos , Antígeno B7-H1/genética , Activación de Linfocitos , Neoplasias Peritoneales/genética , Neoplasias Peritoneales/terapia , Derrame Pleural Maligno/metabolismo , Linfocitos T , Ensayos Clínicos Fase I como Asunto
12.
ACS Appl Mater Interfaces ; 14(47): 52702-52714, 2022 Nov 30.
Artículo en Inglés | MEDLINE | ID: mdl-36394543

RESUMEN

Li3VO4 (LVO) is considered as a novel alternative anode material for lithium-ion batteries (LIBs) due to its high capacity and good safety. However, the inferior electronic conductivity impedes its further application. Here, nanofibers (nLICVO/NC) with In/Ce co-doped Li3VO4 strengthened by nitrogen-modified carbon are prepared. Density functional theory calculations demonstrate that In/Ce co-doping can substantially reduce the LVO band gap and achieve orders of magnitude increase (from 2.79 × 10-4 to 1.38 × 10-2 S cm-1) in the electronic conductivity of LVO. Moreover, the carbon-based nanofibers incorporated with 5LICVO nanoparticles can not only buffer the structural strain but also form a good framework for electron transport. This 5LICVO/NC material delivers high reversible capacities of 386.3 and 277.9 mA h g-1 at 0.1 and 5 A g-1, respectively. Furthermore, high discharge capacities of 335 and 259.5 mA h g-1 can be retained after 1200 and 4000 cycles at 0.5 and 1.6 A g-1, respectively (with the corresponding capacity retention of 98.4 and 78.7%, respectively). When the 5LICVO/NC anode assembles with commercial LiNi1/3Co1/3Mn1/3O2 (NCM111) into a full cell, a high discharge capacity of 191.9 mA h g-1 can be retained after 600 cycles at 1 A g-1, implying an inspiring potential for practical application in high-efficiency LIBs.

13.
BMC Bioinformatics ; 23(1): 437, 2022 Oct 19.
Artículo en Inglés | MEDLINE | ID: mdl-36261786

RESUMEN

BACKGROUND: Few studies have demonstrated that the relationship between m6A-related genes and the prognosis, tumor microenvironment and drug resistance of LC. METHODS: The main results were analyzed with bioinformatics methods. RESULTS: Hence, we found 10 m6A-related genes expressed less in tumor samples in comparison with normal ones. Using consensus clustering, all LC patients were grouped into 2 subgroups according to the overall expression of 10 differential expressed m6A-related genes. In two clusters, the OS and immune characteristics were different. We analyzed the predictive potential of 10 m6A-related genes in the prognosis of LC, and obtained a risk prognosis model on the strength of ZC3H13, CBLL1, ELAVL1 and YTHDF1 as the hub candidate genes through LASSO cox. The expression of 4 hub m6A-related genes was validated by IHC in the HPA database. The infiltration level of dendritic cell, CD4+ T cell and neutrophil that were affected by CNV level of m6A-related genes in LUAD and LUSC patients. Moreover, based on GSCALite database, we found that LUSC patients with hypermethylation tended to have a better overall survival. In terms of drug sensitivity, etoposide correlated negatively with ELAVL1, HNRNPC, RBM15B, YTHDF2 and CBLL1. ZC3H13 had positively association with afatinib, while HNRNPC was positively associated with dasatinib, erlotinib, lapatinib and TGX221. Crizotinib had a negative correlation with ELAVL1, CBLL1, HNRNPC and RBM15B. CONCLUSION: In conclusion, m6A-related genes are important participants in LC and the expression levels of ZC3H13, CBLL1, ELAVL1 and YTHDF1 are significant for prediction and treatment of LC. Researches of drug resistance based on m6A-related genes need to pay more attention for producing new therapeutic strategies of LC and CBLL1 may contribute to target treatment for further research.


Asunto(s)
Adenosina , Neoplasias Pulmonares , Humanos , Afatinib , Crizotinib/uso terapéutico , Clorhidrato de Erlotinib/uso terapéutico , Etopósido/uso terapéutico , Lapatinib/uso terapéutico , Dasatinib/uso terapéutico , Adenosina/metabolismo , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Pulmonares/genética , Resistencia a Medicamentos , Microambiente Tumoral , Ubiquitina-Proteína Ligasas
14.
Front Public Health ; 10: 881034, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35619813

RESUMEN

Background: In the international, randomized, open-label, phase 3 study 309-KEYNOTE-775 trial, lenvatinib plus pembrolizumab (LP) showed improved progression-free survival (PFS) and overall survival (OS) compared with chemotherapy in pretreated patients with advanced endometrial cancer. This study aimed to investigate whether LP is cost-effective compared with chemotherapy. Materials and Methods: The clinical data for this model was derived from the 309-KEYNOTE-775 trial. Costs and utilities were either derived from the standard fee database or extracted from previously published literature. A three-state Markov model was developed to simulate the disease process of patients with advanced endometrial cancer. One-way sensitivity analyses were conducted to investigate the impact of variables in the analysis model. Probabilistic sensitivity analysis was performed based on 10,000 Monte-Carlo simulations. A subgroup analysis was performed to test whether LP is cost-effective in patients with mismatch repair-proficient (pMMR) disease. Results: Lenvatinib plus pembrolizumab provided an incremental 0.64 quality-adjusted life years (QALYs) with an incremental cost of $241,278.18, compared with chemotherapy, resulting in the incremental cost-effectiveness ratio (ICER) of $378,251.44/QALY, which exceeded the willingness to pay (WTP) threshold. While in the pMMR subgroup, the ICER increased to $413,256.68/QALY. The variance of the utility of PFS state, the cost of LP, and the utility of the progressive disease state were the most influential factors in the sensitivity analysis. Conclusion: Under the current WTP threshold, LP is not cost-effective compared with chemotherapy in pretreated patients with advanced endometrial cancer.


Asunto(s)
Antineoplásicos Inmunológicos , Neoplasias Endometriales , Anticuerpos Monoclonales Humanizados , Antineoplásicos Inmunológicos/uso terapéutico , Análisis Costo-Beneficio , Neoplasias Endometriales/tratamiento farmacológico , Femenino , Humanos , Compuestos de Fenilurea , Quinolinas
15.
Antiviral Res ; 202: 105315, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-35398103

RESUMEN

BACKGROUND: Antiviral therapy is not routinely recommended for CHB patients with ALT ≤ ULN (CHB-NALT), based on current international guidelines. However, it is debatable if antiviral treatment should be offered for CHB-NALT patients, because significant liver injury is observed from liver biopsy of some CHB-NALT patients. Quantification of anti-HBc (qAnti-HBc) can predict antiviral response in CHB patients, while its role in CHB-NALT patients remains to be explored. AIM: To determine if it is reliable that the novel non-invasive model based mainly on qAnti-HBc and other conventional biomarkers for providing objective value among CHB-NALT patients with antiviral therapy, in direct comparison with liver biopsy. METHODS: 542 or 110 liver biopsied CHB-NALT patients from 2015 to 2020 or in 2021 were included in training set or validation set. Circulating IL-1ß, IL-2, IL-4, IL-12p70, IL-17, TNF and IFNα were determined in the training set. A non-invasive model was developed based on qAnti-HBc and other conventional biomarkers. RESULTS: Among 423/542 (78%) patients with significant liver injury in the training set, 47% were in grey-zone. Circulating IL-1ß, IL-12p70, IL-17 in the CHB-NALT patients with liver injury was significantly higher than these without liver injury in the training set (p < 0.01). No significant difference of IL-1ß, IL-12p70, IL-17 was observed between CHB-NALT patients with significant liver injury and active CHB with elevated ALT in the training set. There was inverse correlation between liver injury grades and IFNα, IL-4, or IL-2 in these patients (p < 0.05). Serum qAnti-HBc level was significantly higher with CHB-NALT patients with liver injury than these without in the training set (P < 0.01). ALT/ULN, AST, PLT and qAnti-HBc were identified as independent predictors for significant liver injury. Furthermore, our current model demonstrated a good performance in predicting significant liver injury, i.e. AUROCs of 0.95 or 0.86 in training set or validation set. The model cut-off value for anti-viral therapy at ≥1.471. CONCLUSIONS: qAnti-HBc appears to be well correlated with the hepatic damage, in direct comparison with liver biopsy from CHB-NALT patients. The novel model developed seems to be reliable for predicting liver injury in CHB-NALT patients. Such model also provides objective value for decision making of antiviral therapy.


Asunto(s)
Interleucina-17 , Interleucina-2 , Alanina Transaminasa , Antivirales , Biomarcadores , Anticuerpos contra la Hepatitis B , Humanos , Interferón-alfa , Interleucina-4 , Hígado/patología
16.
Clin Breast Cancer ; 22(5): e629-e635, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35418312

RESUMEN

BACKGROUND: In the international, randomized, open-label, phase III study SOPHIA trial, margetuximab plus chemotherapy showed improved progression-free survival (PFS), and overall survival (OS) compared with trastuzumab plus chemotherapy. This study aimed to investigate whether margetuximab plus chemotherapy is cost-effective compared with trastuzumab plus chemotherapy in pretreated patients with ERBB2-positive advanced breast cancer. MATERIALS AND METHODS: The clinical data for this model was derived from the SOPHIA trial. Costs and utility were either derived from the standard fee database or extracted from previously published literature. A three-state Markov model was developed to simulate the disease process of patients with advanced breast cancer. One-way sensitivity analyses were conducted to investigate the impact of variables in the analysis model. Probabilistic sensitivity analysis was performed based on 10,000 Monte-Carlo simulations. A subgroup analysis was performed to test whether margetuximab is cost-effective in CD16A-158F allele carriers. RESULTS: Margetuximab plus chemotherapy provided an incremental 0.04 QALYs with an incremental cost of $66,109.78, compared with the trastuzumab plus chemotherapy, resulting in the incremental cost-effectiveness ratio (ICER) of $1,486,442.35/QALY, which exceeded the willingness to pay (WTP) threshold. While in the CD16A-158F allele carriers subgroup, the ICER decreased to $592,669.73/QALY. The variance of the utility of PFS state, costs of margetuximab, and utility of progressive disease state were the most influential factors in the sensitivity analysis. CONCLUSION: Under current WTP threshold, margetuximab plus chemotherapy is not cost-effective compared with trastuzumab plus chemotherapy in pretreated patients with ERBB2-positive advanced breast cancer. Selecting CD16A-158F allele carriers might be a considerable option to optimize the cost-effectiveness of margetuximab.


Asunto(s)
Anticuerpos Monoclonales , Neoplasias de la Mama , Trastuzumab , Anticuerpos Monoclonales/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/patología , Ensayos Clínicos Fase III como Asunto , Análisis Costo-Beneficio , Femenino , Humanos , Años de Vida Ajustados por Calidad de Vida , Ensayos Clínicos Controlados Aleatorios como Asunto , Trastuzumab/uso terapéutico
17.
BMC Gastroenterol ; 22(1): 128, 2022 Mar 18.
Artículo en Inglés | MEDLINE | ID: mdl-35303809

RESUMEN

BACKGROUND: Immunoglobulin light chain (AL) amyloidosis commonly affects the kidney or heart, but may also involve the liver at a histopathological level. Early diagnosis of AL amyloidosis is important for proper management with desirable outcome. We reported here an unusual case of AL amyloidosis, presenting primarily with multiple serous cavity effusion, accompanied with rapidly progressive cholestasis. CASE PRESENTATION: A previously healthy 63-year-old man presented with dysuria, frequent urination, oliguria and oedema of lower extremities for one month, accompanied with jaundice and hypoproteinemia. CT demonstrated multiple serous cavity effusion, focal hypodense lesions in the liver, and focal low-density in the spleen. Laparoscopy with liver biopsy revealed liver and spleen fibrosis with congestion, no visceral rupture, following haemorrhagic ascites from abdominocentesis. This patient was transferred to our (tertiary) hospital. The diagnosis of amyloidosis was confirmed with histopathology/immunohistochemistry. Haematopoietic stem cell transplantation was not applicable, however chemotherapy was advised, due to the patient's Mayo score 3. The patient declined chemotherapy and was self-discharged back to his hometown hospital with palliative care, however only lasted a further one-month. DISCUSSION: The lesson we have learnt from this case that any patients with multiple serous cavity effusion and isolated hepatic involvement, primary amyloidosis should be considered. Multiple serous cavity effusion may serve as an indicator for poor prognosis of hepatic AL amyloidosis.


Asunto(s)
Amiloidosis , Colestasis , Amiloidosis de Cadenas Ligeras de las Inmunoglobulinas , Hepatopatías , Amiloidosis/complicaciones , Amiloidosis/diagnóstico , Humanos , Amiloidosis de Cadenas Ligeras de las Inmunoglobulinas/complicaciones , Amiloidosis de Cadenas Ligeras de las Inmunoglobulinas/diagnóstico , Hepatopatías/complicaciones , Masculino , Persona de Mediana Edad
18.
Technol Health Care ; 30(2): 323-336, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-34180436

RESUMEN

BACKGROUND: Sleep staging is an important part of sleep research. Traditional automatic sleep staging based on machine learning requires extensive feature extraction and selection. OBJECTIVE: This paper proposed a deep learning algorithm without feature extraction based on one-dimensional convolutional neural network and long short-term memory. METHODS: The algorithm can automatically divide sleep into 5 phases including awake period, non-rapid eye movement sleep period (N1 ∼ N3) and rapid eye movement using the electroencephalogram signals. The raw signal was processed by the wavelet transform. Then, the processed signal was directly input into the deep learning algorithm to obtain the staging result. RESULTS: The accuracy of staging is 93.47% using the Fpz-Cz electroencephalogram signal. When using the Fpz-Cz and electroencephalogram signal, the algorithm can obtain the highest accuracy of 94.15%. CONCLUSION: These results show that this algorithm is suitable for different physiological signals and can realize end-to-end automatic sleep staging without any manual feature extraction.


Asunto(s)
Aprendizaje Profundo , Algoritmos , Electroencefalografía/métodos , Humanos , Redes Neurales de la Computación , Sueño , Fases del Sueño/fisiología
19.
Front Oncol ; 11: 692005, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34938653

RESUMEN

BACKGROUND: The INVICTUS trial assessed the efficacy and safety of ripretinib compared with placebo in the management of advanced gastrointestinal stromal tumors. METHOD: We used a Markov model with three health states: progression-free disease, progression disease and death. We parameterized the model from time-to-event data (progression-free survival, overall survival) of ripretinib and placebo arms in the INVICTUS trial and extrapolated to a patient's lifetime horizon. Estimates of health state utilities and costs were based on clinical trial data and the published literature. The outcomes of this model were measured in quality-adjusted life-years (QALYs), costs, and incremental cost-effectiveness ratios (ICERs). Uncertainty was tested via univariate and probabilistic sensitivity analyses. RESULTS: The base-case model projected improved outcomes (by 0.29 QALYs) and additional costs (by $70,251) and yielded an ICER of $244,010/QALY gained for ripretinib versus placebo. The results were most sensitive to progression rates, the price of ripretinib, and health state utilities. The ICER was most sensitive to overall survival. When overall survival in the placebo group was lower, the ICER dropped to $127,399/QALY. The ICER dropped to $150,000/QALY when the monthly cost of ripretinib decreased to $14,057. Probabilistic sensitivity analyses revealed that ripretinib was the cost-effective therapy in 41.1% of simulations at the willingness-to-pay (WTP) threshold of $150,000. CONCLUSION: As the fourth- or further-line therapy in advanced gastrointestinal stromal tumors, ripretinib is not cost-effective in the US. Ripretinib would achieve its cost-effectiveness with a price discount of 56% given the present effectiveness.

20.
Adv Ther ; 38(12): 5662-5670, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34664194

RESUMEN

INTRODUCTION: Nivolumab plus cabozantinib improved progression-free survival and overall survival compared with sunitinib in the first-line treatment of advanced renal cell carcinoma (RCC) according to CheckMate 9ER study. METHODS: A Markov model was developed to compare the costs and effectiveness of nivolumab plus cabozantinib with those of sunitinib in the first-line treatment of advanced RCC. Primary outcomes were costs, quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratio (ICER). Model uncertainty was assessed in univariable and probabilistic sensitivity analyses. RESULTS: The total cost per patient was $681,425 for nivolumab plus cabozantinib and $256,302 for sunitinib. The incremental QALY for nivolumab plus cabozantinib was 0.49 compared with sunitinib. The ICER for nivolumab plus cabozantinib was $863,720 per QALY gained versus sunitinib. The results remained robust in univariable and probabilistic sensitivity analyses. CONCLUSIONS: On the basis of a willingness-to-pay threshold of $150,000, nivolumab plus cabozantinib was not cost-effective under current drug pricing in the first-line treatment of advanced RCC from a US payer's perspective.


Asunto(s)
Carcinoma de Células Renales , Neoplasias Renales , Anilidas , Carcinoma de Células Renales/tratamiento farmacológico , Análisis Costo-Beneficio , Humanos , Neoplasias Renales/tratamiento farmacológico , Nivolumab/uso terapéutico , Piridinas , Años de Vida Ajustados por Calidad de Vida , Estados Unidos
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