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2.
Animals (Basel) ; 14(16)2024 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-39199897

RESUMEN

Fish passage facilities are essential for restoring river connectivity and protecting ecosystems, effectively balancing economic and ecological benefits. Systematic and comprehensive monitoring, assessment, and optimized management are therefore crucial. This study quantitatively evaluated the entire upstream migration process of fish from the downstream river to the entrance and exit of the fishway and investigated the upstream movement patterns of fish under various environmental factors. A total of 19 fish species were monitored in the Heishuihe River downstream of the dam, with 15 species reaching the fishway entrance and 12 species successfully passing through it. The entrance attraction and passage rates of the vertical-slot fishway at the Songxin hydropower station were 15.7% and 40.42%, respectively. The best upstream performance was observed in May, with fish demonstrating better upstream timing and speed during nighttime compared to daytime. Specifically, the highest entrance attraction efficiency was recorded at a flow rate of 6-7 m3/s and a temperature of 19-20 °C, while the optimal passage efficiency was observed at a flow rate of 0-0.5 m3/s and a temperature of 17-20 °C. Additionally, a multifactorial Cox proportional hazards regression model was constructed to identify key factors influencing the probability of fishway entrance attraction and successful passage. The model elucidated the impact patterns of these key factors on fish upstream migration, ultimately generating an alignment diagram for prediction and control. This study provides a theoretical foundation and data support for developing optimized operational schedules for fishways. The findings offer a more comprehensive and systematic approach for monitoring and evaluating fish passage facilities, serving as a scientific basis for ecological restoration and fish conservation in this region and similar areas.

4.
Nanoscale Adv ; 6(8): 2209-2216, 2024 Apr 16.
Artículo en Inglés | MEDLINE | ID: mdl-38633048

RESUMEN

Flexible electrode films with good film-forming properties, large deformation ability, high conductivity, and strong charge and discharge capabilities are crucial for ionic electroactive polymer soft actuators. However, there are still challenges in preparing high-quality electrode films that can combine well with the intermediate polyelectrolyte to form high-performance soft actuators. Herein, we propose an advanced sandwich ionic electroactive actuator utilizing self-standing bacterial cellulose (BC) reinforced poly(3,4-ethylenedioxythiophene)/poly(4-styrenesulfonate) (PP) doped with graphene oxide (GO) conductive composite electrodes and a Nafion ion-exchange membrane via a hot-pressing method. The prepared BC-PP-GO electrodes have good film-forming properties with a Young's modulus of 1360 MPa and a high conductivity of 150 S cm-1. The hot-pressed BC-PP-GO/Nafion ionic actuator exhibited a large bending displacement of 6.2 mm (1 V, 0.1 Hz) with a long-term actuation stability up to 95% over 360 cycles without degradation. Furthermore, we introduced the actuator's potential applications including bionic grippers, flies, and fish, providing more opportunities for the development of next-generation micromanipulators and biomimetic microrobots in cm-scale space.

5.
Food Chem Toxicol ; 188: 114656, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38615797

RESUMEN

In recent years, with the acceleration of industrialization, the decline of male fertility caused by heavy metal pollution has attracted much attention. However, whether the inhibition of testicular function after cadmium exposure is reversible remains to be studied. In this study, we constructed rat models of cadmium exposure and dis-exposure, and collected relative samples to observe the changes of related indicators. The results showed that cadmium exposure could reduce the fertility, inhibit the hypothalamic-pituitary-testis axis and activate hypothalamic-pituitary-adrenal axis function, the testicular GR/PI3K-AKT/AMPK signal was abnormal, cell proliferation was inhibited and apoptosis was enhanced. Four weeks after the exposure was stopped, the fertility was still decreased, testicular testosterone synthesis and spermatogenesis were inhibited, cell proliferation was inhibited and apoptosis was enhanced, but all of them were reversed. After eight weeks of cadmium exposure, the above indicators were observed to return to normal. At the same time, by giving different concentrations of corticosterone to spermatogonium, we confirmed that corticosterone may regulate the proliferation and apoptosis of spermatogonium through GR/PI3K-AKT/AMPK signal. In this study, the reproductive toxicity of cadmium, a metal environmental pollutant, was analyzed in depth to provide a new theoretical and experimental basis for ensuring male reproductive health.


Asunto(s)
Apoptosis , Cadmio , Ratas Sprague-Dawley , Testículo , Masculino , Animales , Cadmio/toxicidad , Testículo/efectos de los fármacos , Testículo/metabolismo , Ratas , Apoptosis/efectos de los fármacos , Testosterona/metabolismo , Espermatogénesis/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , Proteínas Proto-Oncogénicas c-akt/metabolismo , Proteínas Proto-Oncogénicas c-akt/genética , Sistema Hipotálamo-Hipofisario/efectos de los fármacos , Sistema Hipotálamo-Hipofisario/metabolismo , Fosfatidilinositol 3-Quinasas/metabolismo , Fosfatidilinositol 3-Quinasas/genética , Corticosterona , Transducción de Señal/efectos de los fármacos
7.
Cell Rep ; 43(3): 113947, 2024 Mar 26.
Artículo en Inglés | MEDLINE | ID: mdl-38492220

RESUMEN

N6-methyladenosine (m6A) modification has been implicated in many cell processes and diseases. YTHDF1, a translation-facilitating m6A reader, has not been previously shown to be related to allergic airway inflammation. Here, we report that YTHDF1 is highly expressed in allergic airway epithelial cells and asthmatic patients and that it influences proinflammatory responses. CLOCK, a subunit of the circadian clock pathway, is the direct target of YTHDF1. YTHDF1 augments CLOCK translation in an m6A-dependent manner. Allergens enhance the liquid-liquid phase separation (LLPS) of YTHDF1 and drive the formation of a complex comprising dimeric YTHDF1 and CLOCK mRNA, which is distributed to stress granules. Moreover, YTHDF1 strongly activates NLRP3 inflammasome production and interleukin-1ß secretion leading to airway inflammatory responses, but these phenotypes are abolished by deleting CLOCK. These findings demonstrate that YTHDF1 is an important regulator of asthmatic airway inflammation, suggesting a potential therapeutic target for allergic airway inflammation.


Asunto(s)
Asma , Relojes Circadianos , Humanos , Adenosina , Células Epiteliales , Inflamación , Proteínas de Unión al ARN/genética
8.
FASEB J ; 38(3): e23472, 2024 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-38329323

RESUMEN

Allergic asthma development and pathogenesis are influenced by airway epithelial cells in response to allergens. Heme oxygenase-1 (HO-1), an inducible enzyme responsible for the breakdown of heme, has been considered an appealing target for the treatment of chronic inflammatory diseases. Herein, we report that alleviation of allergic airway inflammation by HO-1-mediated suppression of pyroptosis in airway epithelial cells (AECs). Using house dust mite (HDM)-induced asthma models of mice, we found increased gasdermin D (GSDMD) in the airway epithelium. In vivo administration of disulfiram, a specific inhibitor of pore formation by GSDMD, decreased thymic stromal lymphopoietin (TSLP) release, T helper type 2 immune response, alleviated airway inflammation, and reduced airway hyperresponsiveness (AHR). HO-1 induction by hemin administration reversed these phenotypes. In vitro studies revealed that HO-1 restrained GSDMD-mediated pyroptosis and cytokine TSLP release in AECs by binding Nuclear Factor-Kappa B (NF-κB) p65 RHD domain and thus controlling NF-κB-dependent pyroptosis. These data provide new therapeutic indications for purposing HO-1 to counteract inflammation, which contributes to allergic inflammation control.


Asunto(s)
Asma , Hemo-Oxigenasa 1 , FN-kappa B , Animales , Ratones , Citocinas/metabolismo , Células Epiteliales/metabolismo , Hemo-Oxigenasa 1/metabolismo , Inflamación/metabolismo , FN-kappa B/metabolismo , Piroptosis , Linfopoyetina del Estroma Tímico
9.
Epilepsy Behav ; 152: 109641, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38286099

RESUMEN

OBJECTIVE: To evaluate the therapeutic efficacy and safety of agomelatine for treating the sleep and mood disorders in epilepsy patients. METHODS: Retrospective data were derived from 113 epilepsy patients for at least 8 weeks. All the subjects were divided into two groups, one was treated with agomelatine, the other was treated with escitalopram. Their depression and anxiety states were assessed by Hamilton Depression (HAMD) and Hamilton Anxiety (HAMA) Scales. Sleep quality was assessed by the Pittsburgh Sleep Quality Index (PSQI). RESULTS: The HAMA, HAMD and PSQI scores in both groups significantly declined after the treatments with agomelatine and escitalopram. However, the agomelatine group exhibited greater improvement in terms of HAMA and PSQI scores compared to the escitalopram group. No severe adverse events were observed in agomelatine group. SIGNIFICANCE: Agomelatine performed better in HAMA and PSQI scores compared to escitalopram, where no significant increase in seizure frequency or side effects were observed. Possibly, agomelatine presents a promising therapeutic option for treating the sleep or mood disorders in epilepsy patients.


Asunto(s)
Trastorno Depresivo Mayor , Epilepsia , Humanos , Estudios Retrospectivos , Escitalopram , Resultado del Tratamiento , Sueño , Trastornos del Humor/etiología , Trastornos del Humor/inducido químicamente , Acetamidas/efectos adversos , Epilepsia/complicaciones , Epilepsia/tratamiento farmacológico , Epilepsia/inducido químicamente
10.
Mol Plant Pathol ; 25(1): e13408, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38041680

RESUMEN

Citrus exocortis viroid (CEVd) and citrus bark cracking viroid (CBCVd) are two important viroids that infect citrus plants and frequently occur as mixed infections in orchards. However, the mechanism of antagonism between the two viroids in mixed infections remains unclear. The CEVd/CBCVd-citron system and small RNA sequencing (sRNA-seq) were used to study the antagonism. When CBCVd was inoculated before CEVd, the CEVd titre was significantly reduced and the symptoms were attenuated. Viroid-derived sRNAs (vd-sRNAs) from CEVd and CBCVd were predominantly 21-nucleotide (nt) and 22-nt in length and had similar 5' base biases. Homologous sequences of the two viroids in the terminal right (TR) region are rich in vd-sRNAs, and the high frequency vd-sRNAs selected from the CBCVd TR region can be used to degrade the transcripts of CEVd in vivo directly. These results suggest that RNA silencing may play an important role in the antagonism of the two viroids, thus deepening our understanding of the molecular interaction of long noncoding RNAs in woody plants.


Asunto(s)
Citrus , Coinfección , Viroides , Viroides/genética , Interferencia de ARN , Coinfección/genética , Corteza de la Planta , Enfermedades de las Plantas/genética , Nucleótidos
11.
Journal of Preventive Medicine ; (12): 162-164,168, 2024.
Artículo en Chino | WPRIM (Pacífico Occidental) | ID: wpr-1038791

RESUMEN

Objective@#To investigate the rifampicin resistance status and its influencing factors among elderly patients with pulmonary tuberculosis in Changzhou City, Jiangsu Province, so as to provide the basis for improving drug-resistant pulmonary tuberculosis prevention and control strategies.@*Methods@#Patients aged over 60 years with pulmonary tuberculosis treated in tuberculosis designated hospital was selected. Demographic information, history of previous disease, history of diagnosis and treatment and drug sensitivity test were collected. Rifampicin resistance among elderly patients with pulmonary tuberculosis and its influencing factors was analyzed.@*Results@#Totally 249 elderly patients with pulmonary tuberculosis were included, with an average of (69.75±4.36) years. There were 147 males and 102 females, with a gender ratio of 1.44∶1. There were 183 treatment-naïve patients (73.49%) and 66 retreated patients (26.51%). Rifampicin resistance was found in 21 cases, with a drug resistance rate of 8.43%. Among them, there were 7 treatment-naïve patients (3.83%), and 14 retreated patients (21.21%). Multivariable logistic regression analysis showed that retreated elderly patients with pulmonary tuberculosis had a higher risk of rifampicin resistance (OR=10.551, 95%CI: 1.344-82.857).@*Conclusion@#The rifampicin resistance rate of 249 elderly patients with pulmonary tuberculosis was 8.43% and was associated with the type of treatment.

12.
Food Chem Toxicol ; 182: 114181, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37972751

RESUMEN

Cadmium is a common environmental pollutant in daily life, the toxic mechanisms of chronic cadmium exposure on the testes have not been fully elucidated. This study aimed to explore the effects of cadmium exposure on male reproductive health and its mechanism. The results showed that cadmium exposure led widened interstitial spaces, abnormal seminiferous tubule morphology, and decreased Leydig cell numbers. Moreover, sperm quality was significantly reduced, along with a decrease in fertility rate. And cadmium exposure could activate the hypothalamic-pituitary-adrenal (HPA) axis, elevate blood glucocorticoid levels, subsequently increase glucocorticoid receptor (GR) expression and activation in testicular Leydig cells. Then GR act on the glucocorticoid receptor element (GRE) in the DNA methyltransferase 3 A (DNMT3A) promoter region and upregulate DNMT3A expression. Consequently, this led to an increase in DNA methylation levels in the angiotensin II receptor 2 (AT2R) promoter region, resulting in reduced AT2R expression and inhibiting testicular steroidogenesis. This study systematically elucidated that cadmium exposure could lead to testicular steroidogenesis suppression and decreased fertility through the GR/DNMT3A/AT2R signaling pathway. This research further provides theoretical and experimental evidence for confirming the threat of cadmium exposure to human reproduction, and contributes to the guidance and protection of male reproductive health.


Asunto(s)
Cadmio , Enfermedades Testiculares , Ratas , Masculino , Humanos , Animales , Cadmio/toxicidad , Cadmio/metabolismo , Receptores de Glucocorticoides/metabolismo , Semen/metabolismo , Testículo , Células Intersticiales del Testículo/metabolismo , Enfermedades Testiculares/inducido químicamente , Enfermedades Testiculares/metabolismo
13.
Heliyon ; 9(10): e21078, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37876423

RESUMEN

This study investigates the determinants of the international promotion of the Korean language at the cross-country level. The analysis is based on candidate data drawn from the Test of Proficiency in Korean (TOPIK) and uses a cross-country panel data model to measure how several factors affect Korea's international promotion. To mitigate sample selection bias, we estimated the model using the Heckman two-step method. The findings show that factors such as the Hallyu (or "Korean Wave"), international business, motivation to migrate to South Korea, motivation to study in South Korea, and Korean language learning resources play essential roles in the international promotion of Korean. The development level of the sample countries influenced the importance of each factor. For example, Hallyu, often regarded as important for the international promotion of Korean, was shown to be statistically significant only in the sample of developed countries. In addition, a shortage of Korean language learning resources has been identified as a major impediment to the promotion of Koreans in developing countries. These results provide new insights that can assist in formulating policies to promote the Korean language worldwide.

14.
J Fungi (Basel) ; 9(4)2023 Mar 25.
Artículo en Inglés | MEDLINE | ID: mdl-37108862

RESUMEN

Microsporidia are obligate intracellular eukaryotic parasites that have significantly reduced genomes and that have lost most of their introns. In the current study, we characterized a gene in microsporidia Nosema bombycis, annotated as TRAPα (HNbTRAPα). The homologous of TRAPα are a functional component of ER translocon and facilitates the initiation of protein translocation in a substrate-specific manner, which is conserved in animals but absent from most fungi. The coding sequence of HNbTRAPα consists of 2226 nucleotides, longer than the majority of homologs in microsporidia. A 3' RACE analysis indicated that there were two mRNA isoforms resulting from non-canonical alternative polyadenylation (APA), and the polyadenylate tail was synthesized after the C951 or C1167 nucleotide, respectively. Indirect immunofluorescence analysis showed two different localization characteristics of HNbTRAPα, which are mainly located around the nuclear throughout the proliferation stage and co-localized with the nuclear in mature spores. This study demonstrated that the post-transcriptional regulation mechanism exists in Microsporidia and expands the mRNA isoform repertoire.

15.
Arch Virol ; 168(4): 118, 2023 Mar 23.
Artículo en Inglés | MEDLINE | ID: mdl-36952055

RESUMEN

A novel negative-sense single-stranded RNA virus, tentatively named "rose-associated cytorhabdovirus" (RaCV), was identified by high-throughput sequencing. RaCV is 16,067 nucleotides in length and contains eight open reading frames (ORFs 1-8) encoding a nucleocapsid protein (N), a putative phosphoprotein (P), a putative P3 protein (P3), a putative P4 protein (P4), a putative matrix protein (M), a glycoprotein (G), a putative P7 protein (P7), and an RNA-dependent RNA polymerase (L), respectively. The coding genes are flanked by a 3' leader sequence (228 nt) and a 5' trailer sequence (251 nt) and are separated by conserved intergenic junctions (3'-AUUCUUUUUG(N)nCUN-5'). Phylogenetic analysis showed that RaCV clustered with yerba mate virus A (YmVA) within the cytorhabdovirus clade, and it exhibited low a degree of nt sequence similarity (<40% identity) to other rhabdoviruses. Amino acid sequence comparisons between the putative proteins of RaCV and the corresponding proteins of other cytorhabdoviruses showed that the sequence identity levels were far below the species demarcation cutoff of 80% for cytorhabdoviruses. These results suggest that RaCV should be classified as a new member of the genus Cytorhabdovirus.


Asunto(s)
Rhabdoviridae , Rosa , Filogenia , Genoma Viral , Rhabdoviridae/genética , Proteínas Virales/genética , Sistemas de Lectura Abierta , ARN Viral/genética , Enfermedades de las Plantas
16.
Nutrients ; 15(5)2023 Mar 06.
Artículo en Inglés | MEDLINE | ID: mdl-36904292

RESUMEN

Synbiotic 2000, a pre + probiotic, reduced comorbid autistic traits and emotion dysregulation in attention deficit hyperactivity disorder (ADHD) patients. Immune activity and bacteria-derived short-chain fatty acids (SCFAs) are microbiota-gut-brain axis mediators. The aim was to investigate Synbiotic 2000 effects on plasma levels of immune activity markers and SCFAs in children and adults with ADHD. ADHD patients (n = 182) completed the 9-week intervention with Synbiotic 2000 or placebo and 156 provided blood samples. Healthy adult controls (n = 57) provided baseline samples. At baseline, adults with ADHD had higher pro-inflammatory sICAM-1 and sVCAM-1 and lower SCFA levels than controls. Children with ADHD had higher baseline sICAM-1, sVCAM-1, IL-12/IL-23p40, IL-2Rα, and lower formic, acetic, and propionic acid levels than adults with ADHD. sICAM-1, sVCAM-1, and propionic acid levels were more abnormal in children on medication. Synbiotic 2000, compared to placebo, reduced IL-12/IL-23p40 and sICAM-1 and increased propionic acid levels in children on medication. SCFAs correlated negatively with sICAM-1 and sVCAM-1. Preliminary human aortic smooth-muscle-cell experiments indicated that SCFAs protected against IL-1ß-induced ICAM-1 expression. These findings suggest that treatment with Synbiotic 2000 reduces IL12/IL-23p40 and sICAM-1 and increases propionic acid levels in children with ADHD. Propionic acid, together with formic and acetic acid, may contribute to the lowering of the higher-than-normal sICAM-1 levels.


Asunto(s)
Trastorno por Déficit de Atención con Hiperactividad , Simbióticos , Humanos , Adulto , Niño , Propionatos , Ácidos Grasos Volátiles , Biomarcadores , Interleucina-12
17.
Inflamm Res ; 72(1): 89-105, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36331571

RESUMEN

AIM: To explore the role and mechanism of human adipose-derived mesenchymal stem cells (hAD-MSCs) in the treatment of osteoarthritis (OA). METHODS: OA hulth model of Sprague Dawley (SD) rats and 20 ng/ml TNF-α treated chondrocytes were used as models of OA in vivo and in vitro, respectively. hAD-MSCs were administrated in the articular cavity by injection in vivo and co-cultured with chondrocytes using transwell in vitro. Haematoxylin and eosin staining and Safranin-O/Fast green staining were performed to detect tissue destruction and histopathology. Scanning electron microscopy and transmission electron microscopy were used to observe the ultrastructure of chondrocytes. The pyroptosis signaling pathway-related proteins were detected by immunohistochemistry, immunofluorescence, qRT-PCR and Western blot. And small interference technology was used to study the mechanism in depth. RESULTS: hAD-MSCs could delay the development of rat OA, improve the pathological changes of joints, inhibit the expression of NLRP3, Caspase1, GSDMD and TNFR1. In vitro, the expression of pyroptosis signal proteins in chondrocytes was significantly elevated when stimulated with TNF-α, the level of inflammatory factors such as IL-1ß, IL-18 was increased, and the cell morphology was significantly destroyed. While co-cultured with hAD-MSCs, these syndromes were reversed. Knockout of TNFR1 also returned the upregulation of pyroptosis signals which caused by TNF-α. CONCLUSION: These results demonstrated that hAD-MSCs could inhibit pyroptosis signaling pathway of chondrocytes induced by TNF-α, which have raised our understanding of the role of hAD-MSCs as promising therapy for the management of OA.


Asunto(s)
Células Madre Mesenquimatosas , Osteoartritis , Humanos , Ratas , Animales , Condrocitos/metabolismo , Receptores Tipo I de Factores de Necrosis Tumoral , Piroptosis , Factor de Necrosis Tumoral alfa/metabolismo , Células Cultivadas , Ratas Sprague-Dawley , Osteoartritis/metabolismo , Células Madre Mesenquimatosas/metabolismo
18.
Abdom Radiol (NY) ; 48(2): 733-743, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36445408

RESUMEN

PURPOSE: To explore values of intra- and peritumoral CT-based radiomics for predicting recurrence in high-grade serous ovarian cancer (HGSOC) patients. METHODS: This study enrolled 110 HGSOC patients from our hospital between Aug 2017 and Apr 2021. All patients underwent contrast-enhanced CT scans before treatment. The least absolute shrinkage and selection operator (LASSO) regression was used to select radiomics features from intra- and peritumoral areas. Radiomics signatures were built based on selected features from Intra-RS, Peri-RS, and in Com-RS. A nomogram was constructed by combining radiomics signatures and clinical parameters with predictive potential. Receiver operating characteristics (ROC), calibration, and decision curve analyses (DCA) curves were used to evaluate performance of the nomogram. RESULTS: The intra- and peritumoral combined Com-RS showed effective ability in predicting recurrent HGSOC in the training (AUCs, Intra-RS vs. Peri-RS vs. Com-RS, 0.861 vs. 0.836 vs. 899) and validation (AUCs, Intra-RS vs. Peri-RS vs. Com-RS, 0.788 vs. 0.762 vs. 815) cohort. The Federation of International of FIGO stage, menstruation, and location were found to be strongly associated with tumor recurrence. The nomogram has the best predictive ability in the training (AUCs, Com-RS vs. clinical model vs. nomogram, 0.899 vs. 0.648 vs. 0.901) and validation (AUCs, Com-RS vs. clinical model vs. nomogram, 0.815 vs. 0.666 vs. 0.818) cohort. CONCLUSION: Our findings suggested values of intra- and peritumoral-based radiomics for predicting recurrent HGSOC. The constructed nomogram may be of importance in clinical application.


Asunto(s)
Nomogramas , Neoplasias Ováricas , Femenino , Humanos , Calibración , Tomografía Computarizada por Rayos X , Neoplasias Ováricas/diagnóstico por imagen
19.
Acad Radiol ; 30(6): 1039-1046, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-35907759

RESUMEN

RATIONALE AND OBJECTIVES: The research aims to investigate whether MRI radiomics on hepatic metastasis from primary nonsmall cell lung cancer (NSCLC) can be used to differentiate patients with epidermal growth factor receptor (EGFR) mutations from those with EGFR wild-type, and develop a prediction model based on combination of primary tumor and the metastasis. MATERIALS AND METHODS: A total of 130 patients were enrolled between Aug. 2017 and Dec. 2021, all pathologically confirmed harboring hepatic metastasis from primary NSCLC. The pyradiomics was used to extract radiomics features from intra- and peritumoral areas of both primary tumor and metastasis. The least absolute shrinkage and selection operator (LASSO) regression was applied to identify most predictive features and to develop radiomics signatures (RSs) for prediction of the EGFR mutation status. The receiver operating characteristic (ROC) curve analysis was performed to assess the prediction capability of the developed RSs. RESULTS: A RS-Primary and a RS-Metastasis were derived from the primary tumor and metastasis, respectively. The RS-Combine by combination of the primary tumor and metastasis achieved the highest prediction performance in the training (AUCs, RS-Primary vs. RS-Metastasis vs. RS-Combine, 0.826 vs. 0.821 vs. 0.908) and testing (AUCs, RS-Primary vs. RS-Metastasis vs. RS-Combine, 0.760 vs. 0.791 vs. 0.884) set. The smoking status showed significant difference between EGFR mutant and wild-type groups (p < 0.05) in the training set. CONCLUSION: The study indicates that hepatic metastasis-based radiomics can be used to detect the EGFR mutation. The developed multiorgan combined radiomics signature may be helpful to guide individual treatment strategies for patients with metastatic NSCLC.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Hepáticas , Neoplasias Pulmonares , Humanos , Carcinoma de Pulmón de Células no Pequeñas/diagnóstico por imagen , Carcinoma de Pulmón de Células no Pequeñas/genética , Neoplasias Pulmonares/diagnóstico por imagen , Neoplasias Pulmonares/genética , Estudios Retrospectivos , Receptores ErbB/genética , Neoplasias Hepáticas/diagnóstico por imagen , Neoplasias Hepáticas/genética , Mutación/genética
20.
Front Cell Dev Biol ; 11: 1220320, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38264355

RESUMEN

This study explores the potential of radiomics to predict the proliferation marker protein Ki-67 levels and human epidermal growth factor receptor 2 (HER-2) status based on MRI images of patients with spinal metastasis from primary breast cancer. A total of 110 patients with pathologically confirmed spinal metastases from primary breast cancer were enrolled between Dec. 2017 and Dec. 2021. All patients underwent T1-weighted contrast-enhanced MRI scans. The PyRadiomics package was used to extract features from the MRI images based on the intraclass correlation coefficient and least absolute shrinkage and selection operator. The most predictive features were used to develop the radiomics signature. The Chi-Square test, Fisher's exact test, Student's t-test, and Mann-Whitney U test were used to evaluate the clinical and pathological characteristics between the high- and low-level Ki-67 groups and the HER-2 positive/negative groups. The radiomics models were compared using receiver operating characteristic curve analysis. The area under the receiver operating characteristic curve (AUC), sensitivity (SEN), and specificity (SPE) were generated as comparison metrics. From the spinal MRI scans, five and two features were identified as the most predictive for the Ki-67 level and HER-2 status, respectively. The developed radiomics signatures generated good prediction performance for the Ki-67 level in the training (AUC = 0.812, 95% CI: 0.710-0.914, SEN = 0.667, SPE = 0.846) and validation (AUC = 0.799, 95% CI: 0.652-0.947, SEN = 0.722, SPE = 0.833) cohorts. Good prediction performance for the HER-2 status was also achieved in the training (AUC = 0.796, 95% CI: 0.686-0.906, SEN = 0.720, SPE = 0.776) and validation (AUC = 0.705, 95% CI: 0.506-0.904, SEN = 0.733, SPE = 0.762) cohorts. The results of this study provide a better understanding of the potential clinical implications of spinal MRI-based radiomics on the prediction of Ki-67 levels and HER-2 status in breast cancer.

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