Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 86
Filtrar
Más filtros

Banco de datos
País/Región como asunto
Tipo del documento
Intervalo de año de publicación
1.
Mol Pharm ; 21(2): 718-728, 2024 Feb 05.
Artículo en Inglés | MEDLINE | ID: mdl-38214504

RESUMEN

RNA therapeutics has advanced into the third milestone in pharmaceutical drug development, following chemical and protein therapeutics. RNA itself can serve as therapeutics, carriers, regulators, or substrates in drug development. Due to RNA's motile, dynamic, and deformable properties, RNA nanoparticles have demonstrated spontaneous targeting and accumulation in cancer vasculature and fast excretion through the kidney glomerulus to urine to prevent possible interactions with healthy organs. Furthermore, the negatively charged phosphate backbone of RNA results in general repulsion from negatively charged lipid cell membranes for further avoidance of vital organs. Thus, RNA nanoparticles can spontaneously enrich tumor vasculature and efficiently enter tumor cells via specific targeting, while those not entering the tumor tissue will clear from the body quickly. These favorable parameters have led to the expectation that RNA has low or little toxicity. RNA nanoparticles have been well characterized for their anticancer efficacy; however, little detail on RNA nanoparticle pathology and safety is known. Here, we report the in vitro and in vivo assessment of the pathology and safety aspects of different RNA nanoparticles including RNA three-way junction (3WJ) harboring 2'-F modified pyrimidine, folic acid, and Survivin siRNA, as well as the RNA four-way junction (4WJ) harboring 2'-F modified pyrimidine and 24 copies of SN38. Both animal models and patient serum were investigated. In vitro studies include hemolysis, platelet aggregation, complement activation, plasma coagulation, and interferon induction. In vivo studies include hematoxylin and eosin (H&E) staining, hematological and biochemical analysis as the serum profiling, and animal organ weight study. No significant toxicity, side effect, or immune responses were detected during the extensive safety evaluations of RNA nanoparticles. These results further complement previous cancer inhibition studies and demonstrate RNA nanoparticles as an effective and safe drug delivery vehicle for future clinical translations.


Asunto(s)
Nanopartículas , Neoplasias , Animales , Humanos , ARN Interferente Pequeño/genética , Sistemas de Liberación de Medicamentos , Neoplasias/metabolismo , Nanopartículas/química , Pirimidinas
2.
Chem Rev ; 121(13): 7398-7467, 2021 07 14.
Artículo en Inglés | MEDLINE | ID: mdl-34038115

RESUMEN

RNA nanotechnology is the bottom-up self-assembly of nanometer-scale architectures, resembling LEGOs, composed mainly of RNA. The ideal building material should be (1) versatile and controllable in shape and stoichiometry, (2) spontaneously self-assemble, and (3) thermodynamically, chemically, and enzymatically stable with a long shelf life. RNA building blocks exhibit each of the above. RNA is a polynucleic acid, making it a polymer, and its negative-charge prevents nonspecific binding to negatively charged cell membranes. The thermostability makes it suitable for logic gates, resistive memory, sensor set-ups, and NEM devices. RNA can be designed and manipulated with a level of simplicity of DNA while displaying versatile structure and enzyme activity of proteins. RNA can fold into single-stranded loops or bulges to serve as mounting dovetails for intermolecular or domain interactions without external linking dowels. RNA nanoparticles display rubber- and amoeba-like properties and are stretchable and shrinkable through multiple repeats, leading to enhanced tumor targeting and fast renal excretion to reduce toxicities. It was predicted in 2014 that RNA would be the third milestone in pharmaceutical drug development. The recent approval of several RNA drugs and COVID-19 mRNA vaccines by FDA suggests that this milestone is being realized. Here, we review the unique properties of RNA nanotechnology, summarize its recent advancements, describe its distinct attributes inside or outside the body and discuss potential applications in nanotechnology, medicine, and material science.


Asunto(s)
Nanomedicina/métodos , Neoplasias/tratamiento farmacológico , Estabilidad del ARN , ARN/química , Animales , Humanos , Terapia Molecular Dirigida , Termodinámica
3.
J Formos Med Assoc ; 121(7): 1231-1237, 2022 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-34865947

RESUMEN

BACKGROUND/PURPOSE: To assess the relationship between gene expressions of the magnesium transporters and glucose parameters in pregnant women. METHODS: A cohort of women without ongoing or prior medical illnesses was recruited at the start of an early singleton pregnancy. Expression levels of the magnesium transporters-SLC41A1, CNNM2, MAGT1, TRPM6, and TRPM7-were assessed in the peripheral leukocytes, while total calcium and magnesium were assessed in the serum between 10 and 13 weeks gestation. Glucose parameters were assessed between 24 and 28 weeks gestation using the 75 g oral glucose tolerance test. RESULTS: A total of 208 patients were included in the study. The expressions of the magnesium transports were generally unrelated to age, body mass index (BMI), or serum levels of calcium and magnesium. The magnesium transporters were correlated with each other at baseline (correlation coefficients: 0.31 to 0.51). BMI was a strong predictor of fasting glucose levels, while both BMI and age were strong predictors of post-load glucose levels. The expression of TRPM7 was found to be predictive of 1-h post-load blood glucose after accounting for the effects of age and BMI (ß = -0.196, p = 0.020). CONCLUSION: The increased maternal expression of the magnesium transporter TRPM7 may be associated with decreased glucose tolerance in pregnant women. In particular, the association between TRPM7 and 1-h post-load glucose levels was found to be independent of the effects of age and BMI. Future studies are needed to determine whether a mechanistic relationship can be demonstrated between TRPM7 and glucose metabolism.


Asunto(s)
Canales Catiónicos TRPM , Glucemia/metabolismo , Índice de Masa Corporal , Calcio , Femenino , Expresión Génica , Humanos , Magnesio/metabolismo , Embarazo , Proteínas Serina-Treonina Quinasas , Canales Catiónicos TRPM/genética
4.
Int J Mol Sci ; 23(11)2022 May 31.
Artículo en Inglés | MEDLINE | ID: mdl-35682849

RESUMEN

(1) Background: Psoriasis is a T helper 1/T helper 17 cells-involved immune-mediated genetic disease. Lithospermic acid, one of the major phenolic acid compounds of Danshen, has antioxidation and anti-inflammation abilities. Due to the inappropriate molecular weight for topical penetration through the stratum corneum, lithospermic acid was loaded into the well-developed microemulsion delivery system for IMQ-induced psoriasis-like dermatitis treatment. (2) Methods: BALB/c mice were administered with topical imiquimod to induce psoriasis-like dermatitis. Skin barrier function, disease severity, histology assessment, autophagy-related protein expression, and skin and spleen cytokine expression were evaluated. (3) Results: The morphology, histopathology, and skin barrier function results showed that 0.1% lithospermic acid treatment ameliorated the IMQ-induced psoriasis-like dermatitis and restored the skin barrier function. The cytokines array results confirmed that 0.1% lithospermic acid treatment inhibited the cutaneous T helper-17/Interleukin-23 axis related cytokines cascades. (4) Conclusions: The results implied that lithospermic acid might represent a possible new therapeutic agent for psoriasis treatment.


Asunto(s)
Dermatitis , Psoriasis , Animales , Citocinas/metabolismo , Dermatitis/metabolismo , Modelos Animales de Enfermedad , Imiquimod , Ratones , Ratones Endogámicos BALB C , Psoriasis/inducido químicamente , Psoriasis/tratamiento farmacológico , Psoriasis/genética , Piel/metabolismo
5.
Molecules ; 26(21)2021 Oct 29.
Artículo en Inglés | MEDLINE | ID: mdl-34770956

RESUMEN

The microenvironment for tumor growth and developing metastasis should be essential. This study demonstrated that the hyaluronic acid synthase 3 (HAS3) protein and its enzymatic product hyaluronic acid (HA) encompassed in the subcutaneous extracellular matrix can attenuate the invasion of human breast tumor cells. Decreased HA levels in subcutaneous Has3-KO mouse tissues promoted orthotopic breast cancer (E0771) cell-derived allograft tumor growth. MDA-MB-231 cells premixed with higher concentration HA attenuate tumor growth in xenografted nude mice. Human patient-derived xenotransplantation (PDX) experiments found that HA selected the highly migratory breast cancer cells with CD44 expression accumulated in the tumor/stroma junction. In conclusion, HAS3 and HA were detected in the stroma breast tissues at a high level attenuates effects for induced breast cancer cell death, and inhibit the cancer cells invasion at the initial stage. However, the highly migratory cancer cells were resistant to the HA-mediated effects with unknown mechanisms.


Asunto(s)
Neoplasias de la Mama/metabolismo , Hialuronano Sintasas/metabolismo , Tejido Parenquimatoso/metabolismo , Animales , Neoplasias de la Mama/patología , Femenino , Humanos , Hialuronano Sintasas/deficiencia , Hialuronano Sintasas/genética , Neoplasias Mamarias Experimentales/metabolismo , Neoplasias Mamarias Experimentales/patología , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Tejido Parenquimatoso/patología , ARN Mensajero/genética , ARN Mensajero/metabolismo , Células Tumorales Cultivadas
6.
Int J Cancer ; 144(3): 615-630, 2019 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-30097999

RESUMEN

The DNA primase polypeptide 1 (PRIM1) is responsible for synthesizing small RNA primers for Okazaki fragments generated during discontinuous DNA replication. PRIM1 mRNA expression levels in breast tumor samples were detected by real-time PCR analysis. Xenografted tumor model was established to study the carcinogenic role of PRIM1 and its potential therapeutic applications. The average PRIM1 mRNA (copy number × 103 /µg) expression was 4.7-fold higher in tumors than in normal tissue (*p = 0.005, n = 254). PRIM1 was detected preferentially at a higher level (>40-fold) in poorly differentiated tumor tissues (n = 46) compared with more highly differentiated tumors tissues (n = 10) (*p = 0.005). Poor overall survival rate was correlated to the estrogen receptor positive (ER+, n = 20) patients with higher PRIM1 expression when compare to the ER- (n = 10) patients (Chi Square test, p = 0.03). Stable expression of PRIM1-siRNA in the ER+ BT-474 cells-xenograft tumors significantly reduced tumor volume in SCID mice (*p = 0.005). The anti-tumoral effects of inotilone isolated from Phellinus linteus was tested and had significant effects on the inhibition of PRIM1 protein expression in ER+ breast cancer cells. In vivo study was performed by administering inotilone (10 mg/kg, twice a week for 6 weeks), which resulted in significantly reduced BT-474-xenografted tumor growth volume compared with control (n =5 per group, *p < 0.05). This study provides evidences for the prognostic effects of PRIM1 with poor overall survival rate in the ER+ patients and will be valuable to test for therapeutic purpose.


Asunto(s)
Neoplasias de la Mama/enzimología , Neoplasias de la Mama/patología , ADN Primasa/metabolismo , Animales , Neoplasias de la Mama/genética , Línea Celular Tumoral , ADN Primasa/biosíntesis , ADN Primasa/genética , Femenino , Furanos/farmacología , Puntos de Control de la Fase G2 del Ciclo Celular , Xenoinjertos , Humanos , Células MCF-7 , Macrólidos/farmacología , Ratones , Ratones Endogámicos NOD , Ratones SCID , Persona de Mediana Edad , ARN Mensajero/biosíntesis , ARN Mensajero/genética , Receptores de Estrógenos/metabolismo
7.
BMC Complement Altern Med ; 19(1): 188, 2019 Jul 27.
Artículo en Inglés | MEDLINE | ID: mdl-31351461

RESUMEN

BACKGROUND: Apiole was isolated from the leaves of various plants and vegetables and has been demonstrated to inhibit human colon cancer cell (COLO 205 cells) growth through induction of G0/G1 cell cycle arrest and apoptotic cell death. This study further explored the antitumor effects of apiole derivatives AP-02, 04, and 05 in COLO 205 cancer cells. METHODS: Human breast (MDA-MB-231, ZR75), lung (A549, PE089), colon (COLO 205, HT 29), and hepatocellular (Hep G2, Hep 3B) cancer cells were treated with apiole and its derivatives in a dose-dependent manner. Flow cytometry analysis was subsequently performed to determine the mechanism of AP-02-induced G0/G1 cell cycle arrest. The in vivo antitumor effect of AP-02 (1 and 5 mg/kg, administered twice per week) was examined by treating athymic nude mice bearing COLO 205 tumor xenografts. The molecular mechanisms of AP-02-induced antitumor effects were determined using western blot analysis. RESULTS: AP-02 was the most effective compound, especially for inhibition of COLO 205 colon cancer cell growth. The cytotoxicity of AP-02 in normal colon epithelial (FHC) cells was significantly lower than that in other normal cells derived from the breast, lung or liver. Flow cytometry analysis indicated that AP-02-induced G0/G1 cell cycle arrest in COLO 205 cells but not in HT 29 cells (< 5 µM for 24 h, **p < 0.01). Tumor growth volume was also significantly inhibited in AP-02 (> 1 mg/kg)-treated athymic nude mice bearing COLO 205 tumor xenografts compared to control mice (*p < 0.05). Furthermore, G0/G1 phase regulatory proteins (p53 and p21/Cip1) and an invasion suppressor protein (E-cadherin) were significantly upregulated, while cyclin D1 was significantly downregulated, in AP-02-treated tumor tissues compared to the control group (> 1 mg/kg, *p < 0.05). CONCLUSIONS: Our results provide in vitro and in vivo molecular evidence of AP-02-induced anti-proliferative effects on colon cancer, indicating that this compound might have potential clinical applications.


Asunto(s)
Antineoplásicos/administración & dosificación , Neoplasias del Colon/tratamiento farmacológico , Dioxoles/administración & dosificación , Puntos de Control de la Fase G1 del Ciclo Celular/efectos de los fármacos , Petroselinum/química , Animales , Antineoplásicos/efectos adversos , Antineoplásicos/química , Apoptosis/efectos de los fármacos , Neoplasias del Colon/fisiopatología , Ciclina D1/genética , Ciclina D1/metabolismo , Dioxoles/efectos adversos , Dioxoles/química , Femenino , Humanos , Ratones , Ratones Desnudos , Fase de Descanso del Ciclo Celular/efectos de los fármacos , Proteína p53 Supresora de Tumor/genética , Proteína p53 Supresora de Tumor/metabolismo , Ensayos Antitumor por Modelo de Xenoinjerto
8.
Environ Toxicol ; 34(1): 73-82, 2019 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-30259641

RESUMEN

Breast cancer (BC) is the most common cancer affecting women worldwide and has been associated with active tobacco smoking. Low levels of nicotine (Nic) and 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK), have been detected in cases of second-hand smoke (SHS). However, the correlation between SHS and BC risk remains controversial. In this study, we investigated whether the physiological SHS achievable dose of Nic and tobacco specific nitrosamine, NNK act together to induce breast carcinogenesis using an in vitro breast cell carcinogenesis model. Immortalized non-tumorigenic breast epithelial cell line, HBL-100 used for a time-course assay, was exposed to very low levels of either Nic or NNK, or both. The time-course assay consisted of 23 cycles of nitrosamines treatment. In each cycle, HBL-100 cells were exposed to 1pM of Nic and/or 100 femtM of NNK for 48 hours. Cells were passaged every 3 days and harvested after 10, 15, and 23 cycles. Our results demonstrated that the tumorigenicity of HBL-100, defined by soft agar colony forming, proliferation, migration and invasion abilities, was enhanced by co-exposure to physiologically SHS achievable doses of Nic and NNK. In addition, α9-nAChR signaling activation, which plays an important role in cellular proliferation and cell survival, was also observed. Importantly, an increase in stemness properties including the prevalence of CD44+/CD24- cells, increase Nanog expression and mammosphere-forming ability were also observed. Our results indicate that chronic and long term exposure to environmental tobacco smoke, may induce breast cell carcinogenesis even at extremely low doses.


Asunto(s)
Neoplasias de la Mama/inducido químicamente , Transformación Celular Neoplásica/efectos de los fármacos , Glándulas Mamarias Humanas/efectos de los fármacos , Nicotina/toxicidad , Nitrosaminas/toxicidad , Acetilcolina/metabolismo , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/patología , Carcinógenos/toxicidad , Proliferación Celular/efectos de los fármacos , Proliferación Celular/genética , Transformación Celular Neoplásica/genética , Transformación Celular Neoplásica/metabolismo , Células Cultivadas , Relación Dosis-Respuesta a Droga , Células Epiteliales/efectos de los fármacos , Células Epiteliales/fisiología , Femenino , Humanos , Glándulas Mamarias Humanas/patología , Glándulas Mamarias Humanas/fisiología , Receptores Nicotínicos/genética , Receptores Nicotínicos/metabolismo , Transducción de Señal/efectos de los fármacos , Transducción de Señal/genética , Factores de Tiempo , Pruebas de Toxicidad Crónica
9.
Breast Cancer Res Treat ; 172(1): 45-59, 2018 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-30054830

RESUMEN

PURPOSE: Glutathione S-transferase mu 3 (GSTM3) is an enzyme involving in the detoxification of electrophilic compounds by conjugation with glutathione. Higher GSTM3 mRNA levels were reported in patients with ERα-positive breast cancer who received only tamoxifen therapy after surgery. Thus, this study aimed to clarify the oncogenic characteristics of GSTM3 in breast cancer and the mechanism of tamoxifen resistance. METHODS: GSTM3 expression in human breast tumour tissues (n = 227) was analysed by RT-PCR and quantitative PCR. Western blot, promoter activity assays, and chromatin immunoprecipitation (ChIP) assays were used to investigate the mechanism of GSTM3 gene regulation. Hydrogen peroxide (H2O2)-induced cytotoxicity in breast cancer cells was detected by MTT assays and flow cytometry. The oncogenic characteristics of GSTM3 in MCF-7 cells were examined by siRNA knockdown in soft agar assays and a xenograft animal model. RESULTS: GSTM3 mRNA was highly expressed in ER- and HER2-positive breast cancers. Moreover, patients who received adjuvant Herceptin had increased GSTM3 mRNA levels in tumour tissue. Oestrogen-activated GSTM3 gene expression through ERα-mediated recruitment of SP1, EP300, and AP-1 complexes. GSTM3-silenced MCF-7 cells were more sensitive to H2O2, with significantly inhibited proliferation and colony formation abilities. Tamoxifen-resistant (Tam-R) cells lacking GSTM3 showed enhanced sensitivity to H2O2, but this result was contrary to that obtained after short-term tamoxifen exposure. The animal model suggested that GSTM3 silencing might suppress the tumourigenic ability of MCF-7 cells and increase tumour cell apoptosis. CONCLUSIONS: ROS production is one mechanism by which cancer drugs kill tumour cells, and according to our evidence, GSTM3 may play an important role in preventing breast cancer treatment-induced cellular cytotoxicity.


Asunto(s)
Neoplasias de la Mama/tratamiento farmacológico , Resistencia a Antineoplásicos/genética , Receptor alfa de Estrógeno/genética , Glutatión Transferasa/genética , Animales , Antineoplásicos Hormonales/farmacología , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Proliferación Celular/efectos de los fármacos , Estrógenos/genética , Femenino , Regulación Neoplásica de la Expresión Génica , Humanos , Peróxido de Hidrógeno/toxicidad , Células MCF-7 , Ratones , Especies Reactivas de Oxígeno/metabolismo , Receptor ErbB-2/genética , Transducción de Señal/efectos de los fármacos , Tamoxifeno/farmacología , Ensayos Antitumor por Modelo de Xenoinjerto
10.
Ear Hear ; 39(4): 795-809, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29360687

RESUMEN

OBJECTIVE: We investigate the clinical effectiveness of a novel deep learning-based noise reduction (NR) approach under noisy conditions with challenging noise types at low signal to noise ratio (SNR) levels for Mandarin-speaking cochlear implant (CI) recipients. DESIGN: The deep learning-based NR approach used in this study consists of two modules: noise classifier (NC) and deep denoising autoencoder (DDAE), thus termed (NC + DDAE). In a series of comprehensive experiments, we conduct qualitative and quantitative analyses on the NC module and the overall NC + DDAE approach. Moreover, we evaluate the speech recognition performance of the NC + DDAE NR and classical single-microphone NR approaches for Mandarin-speaking CI recipients under different noisy conditions. The testing set contains Mandarin sentences corrupted by two types of maskers, two-talker babble noise, and a construction jackhammer noise, at 0 and 5 dB SNR levels. Two conventional NR techniques and the proposed deep learning-based approach are used to process the noisy utterances. We qualitatively compare the NR approaches by the amplitude envelope and spectrogram plots of the processed utterances. Quantitative objective measures include (1) normalized covariance measure to test the intelligibility of the utterances processed by each of the NR approaches; and (2) speech recognition tests conducted by nine Mandarin-speaking CI recipients. These nine CI recipients use their own clinical speech processors during testing. RESULTS: The experimental results of objective evaluation and listening test indicate that under challenging listening conditions, the proposed NC + DDAE NR approach yields higher intelligibility scores than the two compared classical NR techniques, under both matched and mismatched training-testing conditions. CONCLUSIONS: When compared to the two well-known conventional NR techniques under challenging listening condition, the proposed NC + DDAE NR approach has superior noise suppression capabilities and gives less distortion for the key speech envelope information, thus, improving speech recognition more effectively for Mandarin CI recipients. The results suggest that the proposed deep learning-based NR approach can potentially be integrated into existing CI signal processors to overcome the degradation of speech perception caused by noise.


Asunto(s)
Implantación Coclear , Implantes Cocleares , Sordera/rehabilitación , Aprendizaje Profundo , Ruido , Percepción del Habla , Adulto , Niño , Femenino , Humanos , Masculino , Persona de Mediana Edad , Relación Señal-Ruido , Adulto Joven
13.
Taiwan J Obstet Gynecol ; 63(4): 532-535, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-39004481

RESUMEN

OBJECTIVE: To assess the treatment efficacy of dienogest specifically in the Taiwanese population with endometriosis. MATERIALS AND METHODS: Eighty-eight patients diagnosed with endometriosis receiving at least 3 months of dienogest 2 mg once daily, from January 2018 to June 2022, were enrolled. They were divided into two groups: surgery group and non-surgery group. The assessment of pain improvement was based on visual analog scale (VAS) scores (0-100 mm) recorded at 0, 3, 6, and 12 months following the initiation of dienogest. Serum CA-125 value and ovarian endometrioma size were analyzed at 0 and 6 months. RESULTS: A total of 65 patients with endometriosis presented painful symptoms. In the surgery group (N = 28), the initial VAS score was 47.5 mm, which significantly declined to 9.6 mm at 3 months (p < 0.01), then to 7.5 mm, 2.9 mm, and 2.1 mm at 6, 9, and 12 months, respectively. In the non-surgery group (N = 37), the initial VAS score was 65.7 mm, which significantly declined to 13.2 mm at 3 months (p < 0.01) and 4.9 mm at 6 months (p < 0.05), remained low at 0.3 mm at both 9 and 12 months. Endometrioma size (N = 33) exhibited a significant 35% decrease from 38.2 mm to 24.8 mm after 6 months treatment (p < 0.01). Serum CA-125 levels showed significant improvement from 86.5 to 30.2 U/ml (p < 0.01) at 6 months. CONCLUSION: This retrospective cohort study proved that dienogest is effective in reducing endometriosis-associated pain and endometrioma size in Taiwanese population.


Asunto(s)
Endometriosis , Nandrolona , Humanos , Femenino , Endometriosis/tratamiento farmacológico , Endometriosis/complicaciones , Nandrolona/análogos & derivados , Nandrolona/uso terapéutico , Adulto , Taiwán , Estudios Retrospectivos , Resultado del Tratamiento , Antígeno Ca-125/sangre , Dolor Pélvico/tratamiento farmacológico , Dolor Pélvico/etiología , Dimensión del Dolor , Antagonistas de Hormonas/uso terapéutico
14.
EBioMedicine ; 102: 105047, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38471396

RESUMEN

BACKGROUND: It has been shown that AI models can learn race on medical images, leading to algorithmic bias. Our aim in this study was to enhance the fairness of medical image models by eliminating bias related to race, age, and sex. We hypothesise models may be learning demographics via shortcut learning and combat this using image augmentation. METHODS: This study included 44,953 patients who identified as Asian, Black, or White (mean age, 60.68 years ±18.21; 23,499 women) for a total of 194,359 chest X-rays (CXRs) from MIMIC-CXR database. The included CheXpert images comprised 45,095 patients (mean age 63.10 years ±18.14; 20,437 women) for a total of 134,300 CXRs were used for external validation. We also collected 1195 3D brain magnetic resonance imaging (MRI) data from the ADNI database, which included 273 participants with an average age of 76.97 years ±14.22, and 142 females. DL models were trained on either non-augmented or augmented images and assessed using disparity metrics. The features learned by the models were analysed using task transfer experiments and model visualisation techniques. FINDINGS: In the detection of radiological findings, training a model using augmented CXR images was shown to reduce disparities in error rate among racial groups (-5.45%), age groups (-13.94%), and sex (-22.22%). For AD detection, the model trained with augmented MRI images was shown 53.11% and 31.01% reduction of disparities in error rate among age and sex groups, respectively. Image augmentation led to a reduction in the model's ability to identify demographic attributes and resulted in the model trained for clinical purposes incorporating fewer demographic features. INTERPRETATION: The model trained using the augmented images was less likely to be influenced by demographic information in detecting image labels. These results demonstrate that the proposed augmentation scheme could enhance the fairness of interpretations by DL models when dealing with data from patients with different demographic backgrounds. FUNDING: National Science and Technology Council (Taiwan), National Institutes of Health.


Asunto(s)
Benchmarking , Aprendizaje , Anciano , Femenino , Humanos , Persona de Mediana Edad , Población Negra , Encéfalo , Demografía , Estados Unidos , Pueblo Asiatico , Población Blanca , Masculino , Negro o Afroamericano
15.
Viruses ; 16(3)2024 02 24.
Artículo en Inglés | MEDLINE | ID: mdl-38543718

RESUMEN

Enterovirus A71 (EV-A71) infection typically causes mild illnesses, such as hand-foot-and-mouth disease (HFMD), but occasionally leads to severe or fatal neurological complications in infants and young children. Currently, there is no specific antiviral treatment available for EV-A71 infection. Thus, the development of an effective anti-EV-A71 drug is required urgently. Cordycepin, a major bioactive compound found in Cordyceps fungus, has been reported to possess antiviral activity. However, its specific activity against EV-A71 is unknown. In this study, the potency and role of cordycepin treatment on EV-A71 infection were investigated. Results demonstrated that cordycepin treatment significantly reduced the viral load and viral ribonucleic acid (RNA) level in EV-A71-infected Vero cells. In addition, EV-A71-mediated cytotoxicity was significantly inhibited in the presence of cordycepin in a dose-dependent manner. The protective effect can also be extended to Caco-2 intestinal cells, as evidenced by the higher median tissue culture infectious dose (TCID50) values in the cordycepin-treated groups. Furthermore, cordycepin inhibited EV-A71 replication by acting on the adenosine pathway at the post-infection stage. Taken together, our findings reveal that cordycepin could be a potential antiviral candidate for the treatment of EV-A71 infection.


Asunto(s)
Desoxiadenosinas , Enterovirus Humano A , Infecciones por Enterovirus , Enterovirus , Enfermedad de Boca, Mano y Pie , Animales , Chlorocebus aethiops , Lactante , Niño , Humanos , Preescolar , Enterovirus Humano A/genética , Células Vero , Adenosina/farmacología , Células CACO-2 , Replicación Viral , Infecciones por Enterovirus/tratamiento farmacológico , Antígenos Virales , Antivirales/farmacología
16.
Biomaterials ; 305: 122432, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38176263

RESUMEN

The field of RNA therapeutics has been emerging as the third milestone in pharmaceutical drug development. RNA nanoparticles have displayed motile and deformable properties to allow for high tumor accumulation with undetectable healthy organ accumulation. Therefore, RNA nanoparticles have the potential to serve as potent drug delivery vehicles with strong anti-cancer responses. Herein, we report the physicochemical basis for the rational design of a branched RNA four-way junction (4WJ) nanoparticle that results in advantageous high-thermostability and -drug payload for cancer therapy, including metastatic tumors in the lung. The 4WJ nanostructure displayed versatility through functionalization with an anti-cancer chemical drug, SN38, for the treatment of two different cancer models including colorectal cancer xenograft and orthotopic lung metastases of colon cancer. The resulting 4WJ RNA drug complex spontaneously targeted cancers effectively for cancer inhibition with and without ligands. The 4WJ displayed fast renal excretion, rapid body clearance, and little organ accumulation with undetectable toxicity and immunogenicity. The safety parameters were documented by organ histology, blood biochemistry, and pathological analysis. The highly efficient cancer inhibition, undetectable drug toxicity, and favorable Chemical, Manufacturing, and Control (CMC) production of RNA nanoparticles document a candidate with high potential for translation in cancer therapy.


Asunto(s)
Antineoplásicos , Neoplasias Pulmonares , Nanopartículas , Humanos , ARN , Eliminación Renal , Sistemas de Liberación de Medicamentos/métodos , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Nanopartículas/química , Línea Celular Tumoral
17.
Micromachines (Basel) ; 14(6)2023 Jun 09.
Artículo en Inglés | MEDLINE | ID: mdl-37374803

RESUMEN

OBJECTIVE: Devices for cuffless blood pressure (BP) measurement have become increasingly widespread in recent years. Non-invasive continuous BP monitor (BPM) devices can diagnose potential hypertensive patients at an early stage; however, these cuffless BPMs require more reliable pulse wave simulation equipment and verification methods. Therefore, we propose a device to simulate human pulse wave signals that can test the accuracy of cuffless BPM devices using pulse wave velocity (PWV). METHODS: We design and develop a simulator capable of simulating human pulse waves comprising an electromechanical system to simulate the circulatory system and an arm model-embedded arterial phantom. These parts form a pulse wave simulator with hemodynamic characteristics. We use a cuffless device for measuring local PWV as the device under test to measure the PWV of the pulse wave simulator. We then use a hemodynamic model to fit the cuffless BPM and pulse wave simulator results; this model can rapidly calibrate the cuffless BPM's hemodynamic measurement performance. RESULTS: We first used multiple linear regression (MLR) to generate a cuffless BPM calibration model and then investigated differences between the measured PWV with and without MLR model calibration. The mean absolute error of the studied cuffless BPM without the MLR model is 0.77 m/s, which improves to 0.06 m/s when using the model for calibration. The measurement error of the cuffless BPM at BPs of 100-180 mmHg is 1.7-5.99 mmHg before calibration, which decreases to 0.14-0.48 mmHg after calibration. CONCLUSION: This study proposes a design of a pulse wave simulator based on hemodynamic characteristics and provides a standard performance verification method for cuffless BPMs that requires only MLR modeling on the cuffless BPM and pulse wave simulator. The pulse wave simulator proposed in this study can be used to quantitively assess the performance of cuffless BPMs. The proposed pulse wave simulator is suitable for mass production for the verification of cuffless BPMs. As cuffless BPMs become increasingly widespread, this study can provide performance testing standards for cuffless devices.

18.
Taiwan J Obstet Gynecol ; 62(1): 171-174, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36720535

RESUMEN

OBJECTIVE: To report a case of pyomyoma, a serious complication of the uterine leiomyoma, in a postpartum woman. As the occurrence of pyomyoma in association with pregnancy is rather rare, a brief literature review of the condition in pregnant women is provided. CASE REPORT: A 41-year-old woman was found to have pyomyoma following persistent fever during the postpartum period of a first-time vaginal delivery. Her pregnancy course was complicated by preterm labor, for which the patient had received tocolysis since 30-week gestation. The pyomyoma was promptly removed by myomectomy on day-6 postpartum. CONCLUSION: Pyomyoma can occur in both pre- and post-menopausal women, and may even complicate pregnancies. Therefore, obstetricians and gynecologists should be wary of pyomyoma in postpartum women with histories of leiomyoma that present with sepsis of unknown focus that is refractory to standard antibiotics. Fertility may be preserved through timely diagnosis, followed by a prompt intervention.


Asunto(s)
Bacteriemia , Leiomioma , Miomectomía Uterina , Neoplasias Uterinas , Humanos , Recién Nacido , Femenino , Embarazo , Adulto , Neoplasias Uterinas/complicaciones , Neoplasias Uterinas/cirugía , Neoplasias Uterinas/diagnóstico , Leiomioma/complicaciones , Leiomioma/cirugía , Leiomioma/diagnóstico , Miomectomía Uterina/efectos adversos , Bacteriemia/complicaciones , Bacteriemia/diagnóstico , Fiebre/etiología
19.
Mol Ther Nucleic Acids ; 33: 351-366, 2023 Sep 12.
Artículo en Inglés | MEDLINE | ID: mdl-37547295

RESUMEN

Triple-negative breast cancer (TNBC) is highly aggressive with a poor prognosis because of a lack of cell markers as drug targets. α9-Nicotinic acetylcholine receptor (nAChR) is expressed abundantly in TNBC; thus, it is a valuable biomarker for TNBC detection and treatment. In this study, we utilized thermodynamically stable three-way junction (3WJ) packaging RNA (pRNA) as the core to construct RNA nanoparticles with an α9-nAChR RNA aptamer as a targeting ligand and an anti-microRNA-21 (miR-21) as a therapeutic module. We compared the configuration of the two RNA nanoparticles and found that 3WJ-B-α9-nAChR-aptamer fluorescent RNA nanoparticles (3WJ-B-α9-apt-Alexa) exhibited better specificity for α9-nAChR in TNBC cells compared with 3WJ-C-α9-nAChR. Furthermore, 3WJ-B-α9-apt-Alexa bound more efficiently to TNBC patient-derived xenograft (PDX) tumors than 3WJ fluorescent RNA nanoparticles (3WJ-Alexa) with little or no accumulation in healthy organs after systemic injection in mice. Moreover, 3WJ-B-α9-nAChR-aptamer RNA nanoparticles carrying anti-miR-21 (3WJ-B-α9-apt-anti-miR-21) significantly suppressed TNBC-PDX tumor growth and induced cell apoptosis because of reduced miR-21 gene expression and upregulated the phosphatase and tensin homolog (PTEN) and programmed cell death 4 (PDCD4) proteins. In addition, no pathological changes were detected upon toxicity examination of treated mice. In conclusion, the 3WJ-B-α9-nAChR-aptamer RNA nanoparticles established in this study efficiently deliver therapeutic anti-miR-21, indicating their potential as a novel TNBC therapy.

20.
Am J Cancer Res ; 13(11): 5151-5173, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38058811

RESUMEN

Although various HER2-targeted therapies have been approved clinically, drug resistance remains a considerable challenge. Studies have found that the cause of drug resistance is related to the expression of genes co-amplified with HER2 in breast cancer cells. Our study found that STARD3 was highly expressed in tumor tissues (n = 130, P < 0.001), especially in the HER2+ subtype (n = 35, P < 0.05), and correlated with poorer overall survival (HR = 1.47, P < 0.001). We discovered the interaction mechanism between STARD3 and HER2 proteins. We found that STARD3 overexpression increases HER2 levels by directly interacting with the HSP90 protein and inducing phosphorylated SRC, which may protect HER2 from degradation. Conversely, loss of STARD3 attenuates HER2 expression through lysosomal degradation. In addition, STARD3 overexpression induced cell cycle progression by inducing cyclin D1 and reducing p27. Therefore, the development of STARD3-specific targeted anti-cancer drugs would be helpful in the treatment of HER2+ patients. We further found that curcumin (15 µM) is a potent STARD3 inhibitor. STARD3-knockdown cells treated with curcumin (5 µM) showed a significant synergistic effect in inhibiting cancer cell growth and migration. The results suggest that targeting STARD3 would aid in treating HER2-positive breast cancer patients. This article uses curcumin as an example to prove that the targeted inhibition of STARD3 expression can be an option for the clinical treatment of HER2+ breast cancer patients.

SELECCIÓN DE REFERENCIAS
DETALLE DE LA BÚSQUEDA