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1.
Food Nutr Res ; 682024.
Artículo en Inglés | MEDLINE | ID: mdl-39239457

RESUMEN

Background: Previous research has demonstrated the anti-obesity effects of kimchi in 3T3-L1 adipocytes and mice with diet-induced obesity by assessing the expression of obesity-associated genes. Additionally, recent studies have identified mechanisms involving thermogenesis that support these effects. Objective: This study aims to further investigate the anti-obesity properties of kimchi, focusing on its impact on thermogenic activity in differentiated T37i brown adipocytes. Design: The study first evaluated the antioxidant potential of kimchi using total antioxidant capacity (TAC) and ferric reducing antioxidant power (FRAP) assays. Optimal differentiation conditions for T37i adipocytes were established before proceeding with evaluations of cell viability, intracellular triglyceride (TG) content, lipid accumulation, and the expression of genes and proteins related to obesity and thermogenesis. Results: Kimchi maintained over 90% cell viability in T37i adipocytes at concentrations up to 1,000 µg/mL. Efficient differentiation of T37i preadipocytes was achieved using a medium containing 10% calf serum, 2 nM 3,3',5-triiodo-L-thyronin (T3), and 100 nM insulin. Kimchi significantly reduced intracellular TG levels and lipid accumulation, compared to the control group, and enhanced the expression of genes and proteins related to thermogenesis while reducing the expression of obesity-related genes. Discussion: The findings suggest that kimchi exerts its anti-obesity effects by modulating thermogenic and obesity-related pathways in brown adipocytes, which may be partially attributed to its antioxidant properties. Conclusions: Kimchi shows promise as a preventive measure against obesity by influencing metabolic pathways associated with both obesity and thermogenesis in T37i brown adipocytes.

2.
PLoS One ; 19(9): e0310203, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39241036

RESUMEN

We aimed to develop efficient data labeling strategies for ground truth segmentation in lower-leg magnetic resonance imaging (MRI) of patients with Charcot-Marie-Tooth disease (CMT) and to develop an automated muscle segmentation model using different labeling approaches. The impact of using unlabeled data on model performance was further examined. Using axial T1-weighted MRIs of 120 patients with CMT (60 each with mild and severe intramuscular fat infiltration), we compared the performance of segmentation models obtained using several different labeling strategies. The effect of leveraging unlabeled data on segmentation performance was evaluated by comparing the performances of few-supervised, semi-supervised (mean teacher model), and fully-supervised learning models. We employed a 2D U-Net architecture and assessed its performance by comparing the average Dice coefficients (ADC) using paired t-tests with Bonferroni correction. Among few-supervised models utilizing 10% labeled data, labeling three slices (the uppermost, central, and lowermost slices) per subject exhibited a significantly higher ADC (90.84±3.46%) compared with other strategies using a single image slice per subject (uppermost, 87.79±4.41%; central, 89.42±4.07%; lowermost, 89.29±4.71%, p < 0.0001) or all slices per subject (85.97±9.82%, p < 0.0001). Moreover, semi-supervised learning significantly enhanced the segmentation performance. The semi-supervised model using the three-slices strategy showed the highest segmentation performance (91.03±3.67%) among 10% labeled set models. Fully-supervised model showed an ADC of 91.39±3.76. A three-slice-based labeling strategy for ground truth segmentation is the most efficient method for developing automated muscle segmentation models of CMT lower leg MRI. Additionally, semi-supervised learning with unlabeled data significantly enhances segmentation performance.


Asunto(s)
Enfermedad de Charcot-Marie-Tooth , Imagen por Resonancia Magnética , Humanos , Imagen por Resonancia Magnética/métodos , Enfermedad de Charcot-Marie-Tooth/diagnóstico por imagen , Enfermedad de Charcot-Marie-Tooth/patología , Masculino , Femenino , Adulto , Persona de Mediana Edad , Procesamiento de Imagen Asistido por Computador/métodos , Músculo Esquelético/diagnóstico por imagen , Músculo Esquelético/patología , Pierna/diagnóstico por imagen , Pierna/patología , Adolescente , Adulto Joven , Anciano
3.
Cancer Immunol Immunother ; 73(11): 215, 2024 Sep 05.
Artículo en Inglés | MEDLINE | ID: mdl-39235590

RESUMEN

The detailed association between tumor DNA methylation, including CpG island methylation, and tumor immunity is poorly understood. CpG island methylator phenotype (CIMP) is observed typically in sporadic colorectal cancers (CRCs) with microsatellite instability-high (MSI-H). Here, we investigated the differential features of the tumor immune microenvironment according to CIMP status in MSI-H CRCs. CIMP-high (CIMP-H) or CIMP-low/negative (CIMP-L/0) status was determined using MethyLight assay in 133 MSI-H CRCs. All MSI-H CRCs were subjected to digital pathology-based quantification of CD3 + /CD8 + /CD4 + /FoxP3 + /CD68 + /CD204 + /CD177 + tumor-infiltrating immune cells using whole-slide immunohistochemistry. Programmed death-ligand 1 (PD-L1) immunohistochemistry was evaluated using the tumor proportion score (TPS) and combined positive score (CPS). Representative cases were analyzed using whole-exome and RNA-sequencing. In 133 MSI-H CRCs, significantly higher densities of CD8 + tumor-infiltrating lymphocytes (TILs) were observed in CIMP-H tumors compared with CIMP-L/0 tumors. PD-L1 TPS and CPS in CIMP-H tumors were higher than in CIMP-L/0 tumors. Next-generation sequencing revealed that, compared with CIMP-L/0 tumors, CIMP-H tumors had higher fractions of CD8 + T cells/cytotoxic lymphocytes, higher cytolytic activity scores, and activated immune-mediated cell killing pathways. In contrast to CIMP-L/0 tumors, most CIMP-H tumors were identified as consensus molecular subtype 1, an immunogenic transcriptomic subtype of CRC. However, there were no differences in tumor mutational burden (TMB) between CIMP-H and CIMP-L/0 tumors in MSI-H CRCs. In conclusion, CIMP-H is associated with abundant cytotoxic CD8 + TILs and PD-L1 overexpression independent of TMB in MSI-H CRCs, suggesting that CIMP-H tumors represent a typical immune-hot subtype and are optimal candidates for immunotherapy in MSI-H tumors.


Asunto(s)
Neoplasias Colorrectales , Metilación de ADN , Linfocitos Infiltrantes de Tumor , Inestabilidad de Microsatélites , Fenotipo , Microambiente Tumoral , Humanos , Microambiente Tumoral/inmunología , Microambiente Tumoral/genética , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/inmunología , Neoplasias Colorrectales/patología , Linfocitos Infiltrantes de Tumor/inmunología , Linfocitos Infiltrantes de Tumor/metabolismo , Femenino , Masculino , Persona de Mediana Edad , Anciano , Islas de CpG/genética , Biomarcadores de Tumor/genética , Antígeno B7-H1/genética , Antígeno B7-H1/metabolismo , Antígeno B7-H1/inmunología
4.
J Am Coll Cardiol ; 84(12): 1064-1075, 2024 Sep 17.
Artículo en Inglés | MEDLINE | ID: mdl-39260927

RESUMEN

BACKGROUND: Medical therapy for aortic stenosis (AS) remains an elusive goal. OBJECTIVES: This study sought to establish whether evogliptin, a dipeptidyl peptidase-4 inhibitor, could reduce AS progression. METHODS: A total of 228 patients (age 67 ± 11 years; 33% women) with AS were randomly assigned to receive placebo (n = 75), evogliptin 5 mg (n = 77), or evogliptin 10 mg (n = 76). The primary endpoint was the 96-week change in aortic valve calcium volume (AVCV) on computed tomography. Secondary endpoints included the 48-week change in active calcification volume measured using 18F-sodium fluoride positron emission tomography (18F-NaF PET). RESULTS: There were no significant differences in the 96-week changes in AVCV between evogliptin 5 mg and placebo (-5.27; 95% CI: -55.36 to 44.82; P = 0.84) or evogliptin 10 mg and placebo (-18.83; 95% CI: -32.43 to 70.10; P = 0.47). In the placebo group, the increase in AVCV between 48 weeks and 96 weeks was higher than that between baseline and 48 weeks (136 mm3; 95% CI: 108-163 vs 102 mm3; 95% CI: 75-129; P = 0.0485). This increasing trend in the second half of the study was suppressed in both evogliptin groups. The 48-week change in active calcification volume on 18F-NaF PET was significantly lower in both the evogliptin 5 mg (-1,325.6; 95% CI: -2,285.9 to -365.4; P = 0.008) and 10-mg groups (-1,582.2; 95% CI: -2,610.8 to -553.5; P = 0.0038) compared with the placebo group. CONCLUSIONS: This exploratory study did not demonstrate the protective effect of evogliptin on AV calcification. Favorable 18F-NaF PET results and possible suppression of aortic valve calcification with longer medication use in the evogliptin groups suggest the need for larger confirmatory trials. (A Multicenter, Double-blind, Placebo-controlled, Stratified-randomized, Parallel, Therapeutic Exploratory Clinical Study to Evaluate the Efficacy and Safety of DA-1229 in Patients With Calcific Aortic Valve Disease; NCT04055883).


Asunto(s)
Estenosis de la Válvula Aórtica , Válvula Aórtica , Calcinosis , Progresión de la Enfermedad , Humanos , Femenino , Masculino , Anciano , Calcinosis/tratamiento farmacológico , Calcinosis/diagnóstico por imagen , Estenosis de la Válvula Aórtica/tratamiento farmacológico , Estenosis de la Válvula Aórtica/diagnóstico por imagen , Persona de Mediana Edad , Válvula Aórtica/diagnóstico por imagen , Válvula Aórtica/patología , Método Doble Ciego , Inhibidores de la Dipeptidil-Peptidasa IV/uso terapéutico , Tomografía de Emisión de Positrones/métodos , Resultado del Tratamiento , Tomografía Computarizada por Rayos X , Piperazinas
5.
Biochem Pharmacol ; 229: 116520, 2024 Sep 03.
Artículo en Inglés | MEDLINE | ID: mdl-39236934

RESUMEN

Hepatic stellate cells (HSCs) play a role in hepatic fibrosis and sphingosine kinase (SphK) is involved in biological processes. As studies on the regulatory mechanisms and functions of SphK in HSCs during liver fibrosis are currently limited, this study aimed to elucidate the regulatory mechanism and connected pathways of SphK upon HSC activation. The expression of SphK1 was higher in HSCs than in hepatocytes, and upregulated in activated primary HSCs. SphK1 was also increased in liver homogenates of carbon tetrachloride-treated or bile duct ligated mice and in transforming growth factor-ß (TGF-ß)-treated LX-2 cells. TGF-ß-mediated SphK1 induction was due to Smad3 signaling in LX-2 cells. SphK1 modulation altered the expression of liver fibrogenesis-related genes. This SphK1-mediated profibrogenic effect was dependent on SphK1/sphingosine-1-phosphate/sphingosine-1-phosphate receptor signaling through ERK. Epigallocatechin gallate blocked TGF-ß-induced SphK1 expression and hepatic fibrogenesis by attenuating Smad and MAPK activation. SphK1 induced by TGF-ß facilitates HSC activation and liver fibrogenesis, which is reversed by epigallocatechin gallate. Accordingly, SphK1 and related signal transduction may be utilized to treat liver fibrosis.

6.
Planta ; 260(4): 87, 2024 Sep 09.
Artículo en Inglés | MEDLINE | ID: mdl-39251505

RESUMEN

MAIN CONCLUSION: Genetic ablation of the female gametophyte provides direct evidence for the existence of interregional communication during Arabidopsis ovule development and the importance of the female gametophyte in nucellar-tip degeneration. The angiosperm ovule consists of three regions: the female gametophyte, the nucellus, and the integuments, all of which develop synchronously and coordinately. Previously, interregional communication enabling cooperative ovule development had been proposed; however, the evidence for these communications mostly relies on the analysis of mutant phenotypes. To provide direct evidence, we specifically ablated the Arabidopsis female gametophyte by expressing the diphtheria toxin fragment A (DTA) under the female gametophyte-specific DD13 promoter and analyzed its effects on the development of the nucellus and the integuments. We found that the female gametophyte is not required for integument development or for the orientation and curvature of the ovule body, but is necessary for nucellar-tip degeneration. The results presented here provide direct evidence for communication from the female gametophyte to the nucellus and demonstrate that Arabidopsis ovules require interregional communication for cooperative development.


Asunto(s)
Arabidopsis , Óvulo Vegetal , Arabidopsis/genética , Arabidopsis/crecimiento & desarrollo , Óvulo Vegetal/genética , Óvulo Vegetal/crecimiento & desarrollo , Proteínas de Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo , Regulación de la Expresión Génica de las Plantas , Plantas Modificadas Genéticamente
7.
Eur J Surg Oncol ; 50(11): 108515, 2024 Jun 27.
Artículo en Inglés | MEDLINE | ID: mdl-39244944

RESUMEN

OBJECTIVE: To evaluate whether intraoperative rupture affects oncological outcomes in patients with early-stage epithelial ovarian cancer (EOC). METHODS: A multicenter retrospective study was conducted on patients with early-stage EOC based on surgical and final pathological reports between 2007 and 2021. Oncologic outcomes were compared between the unruptured group (International Federation of Gynaecology and Obstetrics [FIGO] stage IA/IB) and ruptured group (FIGO stage IC1). The primary endpoint was progression-free survival (PFS). Propensity score matching (PSM) was performed to adjust for the imbalance in prognostic factors between the groups. RESULTS: Overall, 197 (58.3 %) patients comprised the unruptured group (FIGO stage IA/IB), and 141 (41.7 %) were in the intraoperatively ruptured group (FIGO stage IC1). No significant difference in the 5-year PFS was observed between the two groups before PSM (92.65 % vs. 92.80 %, P = 0.93). After PSM, the 5-year PFS showed a noticeable decrease in the ruptured group compared to the unruptured group, although this difference showed borderline statistical significance (96.90 % vs. 89.82 %, P = 0.061). This trend was particularly discernible in cases with aggressive tumor characteristics; intraoperative rupture remained an independent prognostic factor for shorter PFS in patients with high-grade histology (adjusted hazard ratio = 14.4, 95 % confidence interval = 2.8-74.1). CONCLUSIONS: Although not statistically significant, intraoperative rupture may negatively affect PFS in these patients after PSM. Therefore, rupture during surgery should be avoided as it can cause upstaging and unnecessary chemotherapy.

8.
Dev Cell ; 2024 Aug 27.
Artículo en Inglés | MEDLINE | ID: mdl-39232563

RESUMEN

Intestinal stem cells (ISCs) are highly vulnerable to damage, being in a constant state of proliferation. Reserve stem cells repair the intestinal epithelium following damage-induced ablation of ISCs. Here, we report that the epigenetic regulator plant homology domain (PHD) finger protein 16 (PHF16) restores homeostasis of the intestinal epithelium after initial damage-induced repair. In Phf16-/Y mice, revival stem cells (revSCs) showed defects in exiting the regenerative state, and intestinal crypt regeneration failed even though revSCs were still induced in response to tissue damage, as observed by single-cell RNA sequencing (scRNA-seq). Analysis of Phf16-/Y intestinal organoids by RNA sequencing (RNA-seq) and ATAC sequencing identified that PHF16 restores homeostasis of the intestinal epithelium by inducing retinoic acid receptor (RAR)/retinoic X receptor (RXR) target genes through HBO1-mediated histone H3K14 acetylation, while at the same time counteracting YAP/TAZ activity by ubiquitination of CDC73. Together, our findings demonstrate the importance of timely suppression of regenerative activity by PHF16 for the restoration of gut homeostasis after acute tissue injury.

9.
Cancer Immunol Immunother ; 73(11): 231, 2024 Sep 11.
Artículo en Inglés | MEDLINE | ID: mdl-39261363

RESUMEN

CD98, also known as SLC3A2, is a multifunctional cell surface molecule consisting of amino acid transporters. CD98 is ubiquitously expressed in many types of tissues, but expressed at higher levels in cancerous tissues than in normal tissues. CD98 is also upregulated in most hepatocellular carcinoma (HCC) patients; however, the function of CD98 in HCC cells has been little studied. In this study, we generated a panel of monoclonal antibodies (MAbs) against surface proteins on human embryonic stem cells (hESCs). NPB15, one of the MAbs, bound to hESCs and various cancer cells, including HCC cells and non-small cell lung carcinoma (NSCLC) cells, but not to peripheral blood mononuclear cells (PBMCs) and primary hepatocytes. Immunoprecipitation and mass spectrometry identified the target antigen of NPB15 as CD98. CD98 depletion decreased cell proliferation, clonogenic survival, and migration and induced apoptosis in HCC cells. In addition, CD98 depletion decreased the expression of cancer stem cell (CSC) markers in HCC cells. In tumorsphere cultures, the expression of CD98 interacting with NPB15 was significantly increased, as were known CSC markers. After cell sorting by NPB15, cells with high expression of CD98 (CD98-high) showed higher clonogenic survival than cells with low expression of CD98 (CD98-low) in HCC cells, suggesting CD98 as a potential CSC marker on HCC cells. The chimeric version of NPB15 was able to induce antibody-dependent cellular cytotoxicity (ADCC) against HCC cells in vitro. NPB15 injection showed antitumor activity in an HCC xenograft mouse model. The results suggest that NPB15 may be developed as a therapeutic antibody for HCC patients.


Asunto(s)
Anticuerpos Monoclonales , Carcinoma Hepatocelular , Proteína-1 Reguladora de Fusión , Neoplasias Hepáticas , Ensayos Antitumor por Modelo de Xenoinjerto , Humanos , Carcinoma Hepatocelular/inmunología , Carcinoma Hepatocelular/terapia , Carcinoma Hepatocelular/patología , Carcinoma Hepatocelular/metabolismo , Neoplasias Hepáticas/inmunología , Neoplasias Hepáticas/terapia , Neoplasias Hepáticas/patología , Neoplasias Hepáticas/metabolismo , Animales , Ratones , Anticuerpos Monoclonales/farmacología , Anticuerpos Monoclonales/inmunología , Proteína-1 Reguladora de Fusión/metabolismo , Proteína-1 Reguladora de Fusión/inmunología , Células Madre Embrionarias Humanas/metabolismo , Células Madre Embrionarias Humanas/inmunología , Proliferación Celular , Línea Celular Tumoral , Apoptosis , Células Madre Neoplásicas/metabolismo , Células Madre Neoplásicas/inmunología , Cadena Pesada de la Proteína-1 Reguladora de Fusión
10.
Am J Cancer Res ; 14(8): 3789-3799, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39267686

RESUMEN

This study investigated the role of urinary exosomal miR-664a-5p as a potential therapeutic target in prostate cancer (PCa). Small RNA sequencing of urinary exosomes from PCa patients with different responses to PARP inhibitors revealed that miR-664a-5p was significantly upregulated in responsive patients. Overexpression of miR-664a-5p enhanced the sensitivity of PCa cells to PARP inhibitors by directly targeting FOXM1, a transcription factor involved in DNA damage repair, leading to the downregulation of DNA damage response genes. Combined treatment with miR-664a-5p and olaparib synergistically inhibited tumor growth in a PC-3 xenograft mouse model. These findings suggest that urinary exosomal miR-664a-5p is a potential therapeutic biomarker for PARP inhibitor response in PCa patients, and targeting FOXM1 via miR-664a-5p represents a promising strategy for enhancing PARP inhibitor efficacy in PCa treatment.

11.
Muscle Nerve ; 2024 Sep 16.
Artículo en Inglés | MEDLINE | ID: mdl-39283007

RESUMEN

INTRODUCTION/AIMS: Hourglass-like constriction (HGC) may occur in several peripheral nerves. However, data on the prognosis of motor weakness in patients with HGC of the suprascapular nerve (SSN) are limited compared with other nerves. Here, we aimed to describe the clinical and imaging features of HGC of the SSN. METHODS: We retrospectively reviewed patients diagnosed with suprascapular neuropathy using magnetic resonance imaging (MRI) or electrodiagnostic studies over 16 years. After excluding extrinsic causes, patients with HGC of the SSN detected using MRI were included. RESULTS: Fourteen patients with HGC of the SSN were identified. MRI revealed that all HGCs were located between the origin of the SSN from the upper trunk of the brachial plexus and the suprascapular notch. Seven patients exhibited HGC precisely at the origin of the SSN from the brachial plexus. Four patients showed T2 hyperintensity of the SSN extending to the upper trunk of the brachial plexus or the extraforaminal cervical root. The initial treatments included observation (n = 1), steroid therapy (n = 12), suprascapular notch release (n = 1). Of the 12 patients with a sufficient follow-up period, nine fully recovered from motor weakness of the SSN with non-operative treatments. Six of the nine patients who recovered fully experienced their first clinical improvement more than 6 months after onset. DISCUSSION: Treatment strategies for HGC differ depending on the affected nerve. For HGC of the SSN, due to the high spontaneous recovery rate observed in our study, conservative management for at least 6 months should be initially considered.

12.
Genes Genomics ; 2024 Sep 13.
Artículo en Inglés | MEDLINE | ID: mdl-39271536

RESUMEN

BACKGROUND: Human endogenous retroviruses (HERVs) have been implicated in the pathogenesis of various diseases, particularly cancers. Previous investigations from our group demonstrated that targeted knockout (KO) of the HERV-K env gene led to a significant reduction in tumorigenic attributes, including proliferation, migration, and invasion of ovarian cancer cells. OBJECTIVE: In this study, we aimed to elucidate the impact of HERV-K env KO on gene expression in ovarian cancer cell lines through comparative RNA sequencing (RNA-Seq) analysis with two distinct HERV-K env KO ovarian cancer cell lines, SKOV3 and OVCAR3. METHODS: HERV-K env gene KO was achieved in SKOV3 and OVCAR3 ovarian cancer cell lines using the CRISPR-Cas9 system. Next-generation mRNA sequencing was employed to assess the gene expression profiles of both mock and HERV-K env KO ovarian cancer cells. Furthermore, comprehensive analyses involving gene ontology and pathway assessments were conducted. RESULTS: Transcriptome analysis revealed that 23 differentially expressed genes (DEGs) were upregulated and 17 DEGs were downregulated in SKOV3 cells. In OVCAR3 cells, 198 DEGs were upregulated, and 17 DEGs were downregulated. Notably, 53 DEGs exhibited statistically significant differences among the 1,612 DEGs identified. Our findings indicate that HERV-K env gene KO exerts a profound influence on gene expression patterns in OVCAR3 cells, while genetic alterations in expression were relatively modest in SKOV3 cells. Nevertheless, genes ND1, ND2, and CYTB displayed a common increase in expression, while ERRFI1 and NDRG1 exhibited a decrease in expression in both cell lines. CONCLUSION: Our study demonstrates that KO of the HERV-K env gene in ovarian cancer cell lines has a substantial impact on gene expression patterns and can be used to identify potential therapeutic targets for ovarian cancer and related diseases.

13.
J Alzheimers Dis ; 2024 Sep 13.
Artículo en Inglés | MEDLINE | ID: mdl-39302378

RESUMEN

Background: Drug-induced adverse symptoms affect patients' quality of life (QoL) during treatment. Understanding the underlying mechanisms of drug-induced adverse effects could help prevent them. As current drugs have limited effects in halting the progress of Alzheimer's disease (AD), patients are required to take these drugs over a long period. The main obstacles to long-term compliance are drug-elicited side effects that deteriorate patient QoL. Objective: Donepezil, the most popular acetylcholinesterase inhibitor (AChEI) drug for AD, induces various side effects, especially at high doses. This study aimed to identify a drug that can attenuate the side effects of donepezil and investigate the underlying mechanisms. Methods: Five-week-old Sprague-Dawley rats received daily oral donepezil and N-acetylcysteine (NAC) for four weeks. General symptoms following administration were monitored daily to address drug-related adverse effects. Cytosolic calcium influx and generation of reactive oxygen species (ROS) after drug treatment were measured in vitro using C2C12 myotubes. Results: High-dose donepezil induced numerous adverse symptoms in male and female rats, which were markedly attenuated by co-treatment with NAC. NAC significantly reduced both acute and chronic muscle-related symptoms caused by donepezil. Additionally, in vitro studies showed that high-dose donepezil increased ROS and intracellular calcium ([Ca2 +]i) levels in muscle cells, contributing to these adverse effects. NAC co-treatment dramatically reduced ROS and [Ca2 +]i levels in muscle cells. Conclusions: Combined treatment with NAC effectively diminishes the adverse effects elicited by donepezil by regulating ROS and [Ca2 +]i levels in the skeletal muscle, which could contribute to improving donepezil treatment in patients.

14.
Sci Rep ; 14(1): 21691, 2024 09 17.
Artículo en Inglés | MEDLINE | ID: mdl-39289507

RESUMEN

This study assessed pretreatment breast MRI coupled with machine learning for predicting early clinical responses to neoadjuvant chemotherapy (NAC) in triple-negative breast cancer (TNBC), focusing on identifying non-responders. A retrospective analysis of 135 TNBC patients (107 responders, 28 non-responders) treated with NAC from January 2015 to October 2022 was conducted. Non-responders were defined according to RECIST guidelines. Data included clinicopathologic factors and clinical MRI findings, with radiomics features from contrast-enhanced T1-weighted images, to train a stacking ensemble of 13 machine learning models. For subgroup analysis, propensity score matching was conducted to adjust for clinical disparities in NAC response. The efficacy of the models was evaluated using the area under the receiver-operating-characteristic curve (AUROC) before and after matching. The model combining clinicopathologic factors and clinical MRI findings achieved an AUROC of 0.752 (95% CI 0.644-0.860) for predicting non-responders, while radiomics-based models showed 0.749 (95% CI 0.614-0.884). An integrated model of radiomics, clinicopathologic factors, and clinical MRI findings reached an AUROC of 0.802 (95% CI 0.699-0.905). After propensity score matching, the hierarchical order of key radiomics features remained consistent. Our study demonstrated the potential of using machine learning models based on pretreatment MRI to non-invasively predict TNBC non-responders to NAC.


Asunto(s)
Imagen por Resonancia Magnética , Terapia Neoadyuvante , Neoplasias de la Mama Triple Negativas , Humanos , Neoplasias de la Mama Triple Negativas/tratamiento farmacológico , Neoplasias de la Mama Triple Negativas/diagnóstico por imagen , Neoplasias de la Mama Triple Negativas/patología , Femenino , Imagen por Resonancia Magnética/métodos , Persona de Mediana Edad , Estudios Retrospectivos , Adulto , Aprendizaje Automático , Resultado del Tratamiento , Anciano , Curva ROC , Mama/diagnóstico por imagen , Mama/patología , Radiómica
15.
Cancer Res Treat ; 2024 Sep 20.
Artículo en Inglés | MEDLINE | ID: mdl-39300927

RESUMEN

Purpose: Thrombosis and bleeding significantly affect morbidity and mortality in myeloproliferative neoplasms (MPNs). The efficacy and safety of direct oral anticoagulants (DOACs) in MPN patients remain uncertain. Materials and Methods: We conducted a large, retrospective, nationwide cohort study using the Korean Health Insurance Review and Assessment Service database from 2010 to 2021. Results: Out of the 368 MPN patients included in the final analysis, 62.8% were treated with DOACs for atrial fibrillation (AF), and 37.2% for venous thromboembolism (VTE). The AF group was statistically older with higher CHA2DS2-VASc scores compared to the VTE group. Antiplatelet agents were used in 51.1% of cases, and cytoreductive drugs in 79.3%, with hydroxyurea being the most common (64.9%). The median follow-up was 22.3 months, with one-year cumulative incidence rates of thrombosis and bleeding at 11.1% and 3.7%, respectively. Multivariate analysis identified CHA2DS2-VASc scores ≥ 3 (HR=3.48), concomitant antiplatelet use (HR = 2.57), and cytoreduction (HR=2.20) as significant thrombosis risk factors but found no significant predictors for major bleeding. Conclusion: Despite the limitations of retrospective data, DOAC treatment in MPN patients seems effective and has an acceptable bleeding risk.

16.
Cureus ; 16(8): e66635, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39258099

RESUMEN

Rheumatoid arthritis is a multisystemic inflammatory disease that can involve the respiratory system, including the pleural space. Most rheumatoid pleural effusions (PE) are incidentally found and do not require any treatment. Very rarely, however, they can become symptomatic and loculated, leading to lung entrapment or trapped lung. Surgical decortication remains the mainstay of management in such circumstances, although recent studies showed comparable efficacy of intrapleural fibrinolytics (alteplase and dornase alfa) in non-rheumatoid complicated effusions. We present a case of rheumatoid PE leading to lung entrapment successfully treated with intrapleural fibrinolytics without complications and good clinical status at six-month follow-up.

17.
J Control Release ; 375: 574-588, 2024 Sep 22.
Artículo en Inglés | MEDLINE | ID: mdl-39293529

RESUMEN

Erastin, a ferroptosis-inducing system xc- inhibitor, faces clinical challenges due to suboptimal physicochemical and pharmacokinetic properties, as well as relatively low potency and off-target toxicity. Addressing these, we developed ECINs, a novel laser-responsive erastin-loaded nanomedicine utilizing indocyanine green (ICG)-grafted chondroitin sulfate A (CSA) derivatives. Our aim was to improve erastin's tumor targeting via CSA-CD44 interactions and enhance its antitumor efficacy through ICG's photothermal and photodynamic effects in the laser-on state while minimizing off-target effects in the laser-off state. ECINs, with their nanoscale size of 186.7 ± 1.1 nm and high erastin encapsulation efficiency of 93.0 ± 0.8%, showed excellent colloidal stability and sustained drug release up to 120 h. In vitro, ECINs demonstrated a mechanism of cancer cell inhibition via G1-phase cell cycle arrest, indicating a non-ferroptotic action. In vivo biodistribution studies in SK-HEP-1 xenograft mice revealed that ECINs significantly enhanced tumor distribution of erastin (1.9-fold greater than free erastin) while substantially reducing off-target accumulation in the lungs and spleen by 203-fold and 19.1-fold, respectively. Combined with laser irradiation, ECINs significantly decreased tumor size (2.6-fold, compared to free erastin; 2.4-fold, compared to ECINs without laser irradiation) with minimal systemic toxicity. This study highlights ECINs as a dual-modality approach for liver cancer treatment, demonstrating significant efficacy against tumors overexpressing CD44 and system xc-.

20.
Neuroradiology ; 2024 Sep 24.
Artículo en Inglés | MEDLINE | ID: mdl-39316090

RESUMEN

PURPOSE: The time-intensive nature of acquiring 3D T1-weighted MRI and analyzing brain volumetry limits quantitative evaluation of brain atrophy. We explore the feasibility and reliability of deep learning-based accelerated MRI scans for brain volumetry. METHODS: This retrospective study collected 3D T1-weighted data using 3T from 42 participants for the simulated acceleration dataset and 48 for the validation dataset. The simulated acceleration dataset consists of three sets at different simulated acceleration levels (Simul-Accel) corresponding to level 1 (65% undersampling), 2 (70%), and 3 (75%). These images were then subjected to deep learning-based reconstruction (Simul-Accel-DL). Conventional images (Conv) without acceleration and DL were set as the reference. In the validation dataset, DICOM images were collected from Conv and accelerated scan with DL-based reconstruction (Accel-DL). The image quality of Simul-Accel-DL was evaluated using quantitative error metrics. Volumetric measurements were evaluated using intraclass correlation coefficients (ICCs) and linear regression analysis in both datasets. The volumes were estimated by two software, NeuroQuant and DeepBrain. RESULTS: Simul-Accel-DL across all acceleration levels revealed comparable or better error metrics than Simul-Accel. In the simulated acceleration dataset, ICCs between Conv and Simul-Accel-DL in all ROIs exceeded 0.90 for volumes and 0.77 for normative percentiles at all acceleration levels. In the validation dataset, ICCs for volumes > 0.96, ICCs for normative percentiles > 0.89, and R2 > 0.93 at all ROIs except pallidum demonstrated good agreement in both software. CONCLUSION: DL-based reconstruction achieves clinical feasibility of 3D T1 brain volumetric MRI by up to 75% acceleration relative to full-sampled acquisition.

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