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The UN (United Nations) collects global data on the country-level Percentage of Population Residing in Urban Area (PPRUA). However, variations in urban definitions make these data incomparable across countries. This study assesses national defined PPRUA within UN statistics against estimates we derived using global comparable definitions. Refer to the UN's Degree of Urbanization framework, we propose 90 global harmonized methods for estimating PPRUA by combining different configurations of three global population datasets, six urban total population thresholds, and five urban population density thresholds. This approach demonstrated significant variations in country-level PPRUA estimations, with wide 95% confidence intervals using the Z score method. Most national defined PPRUA fall between the upper 95% CI and the median of the estimations, underscoring the need for globally harmonious PPRUA estimates. This study advocates for a reassessment of datasets and thresholds in the future and for investigating urbanization on a scale beyond the country level.
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PURPOSE: Numerous studies have emphasised the importance of necroptosis in the malignant progression of colorectal cancer (CRC). However, whether necroptosis-related genes (NRGs) can be used to predict the prognosis of CRC remains to be revealed. METHODS: Patients with CRC were divided into two clusters based on the expression of NRGs, and prognosis was compared between the two clusters. A prognostic model was established based on NRGs, and its predictive efficiency was validated using Kaplan-Meier (K-M) curves, receiver operating characteristic (ROC) curves and a nomogram. Immune infiltration, single-cell and drug sensitivity analyses were used to examine the effects of NRGs on the prognosis of CRC. RESULTS: The prognostic model served as a valid and independent predictor of CRC prognosis. Immune infiltration and single-cell analyses revealed that the unique immune microenvironment of CRC was regulated by NRGs. Drug sensitivity analysis showed that patients in the high- and low-risk groups were sensitive to different drugs. In addition, H2BC18 was found to play an important role in regulating the malignant progression of CRC. CONCLUSION: This study provides novel insights into precision immunotherapy based on NRGs in CRC. The NRG-based prognostic model may help to identify targeted drugs and develop more effective and individualised treatment strategies for patients with CRC.
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Neoplasias Colorrectales , Necroptosis , Humanos , Pronóstico , Necroptosis/genética , Histonas , Perfilación de la Expresión Génica , Neoplasias Colorrectales/genética , Microambiente Tumoral/genéticaRESUMEN
Background: The use of artificial intelligence (AI) technology has been growing in the management of intracranial aneurysms (IAs). This study aims to conduct a bibliometric analysis of researches on intracranial aneurysm management with artificial intelligence technology (IAMWAIT) to gain insights into global research trends and potential future directions. Methods: A comprehensive search of articles and reviews related to IAMWAIT, published from January 1, 1900 to July 20, 2023, was conducted using the Web of Science Core Collection (WoWCC).Visualizations of the bibliometric analysis were generated utilizing WPS Office, Scimago Graphica, VOSviewer, CiteSpace, and R. Results: A total of 277 papers were included in the study. China emerged as the most prolific country in terms of publications, institutions, cooperating countries, and prolific authors. The United States garnered the highest number of total citations, institutions with the highest citations/H index, cooperating countries (n=9), and 3 of the top 10 cited papers. Both the total number of papers and the citation count exhibited a positive and significant correlation with the gross domestic product (GDP) of countries. The journal with the highest publication frequency was Frontiers in Neurology, while Stroke recorded the highest number of citations, H-index, and impact factor (IF). Areas of primary interest in IAMWAIT, leveraging AI technology, included rupture risk assessment/prediction, computer-assisted diagnosis, outcome prediction, hemodynamics, and laboratory research of IAs. Conclusions: IAMWAIT is an active area of research that has undergone rapid development in recent years. Future endeavors should focus on broader application of AI algorithms in various sub-fields of IAMWAIT to better suit the real world.
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While whole genome sequencing (WGS) of cell-free DNA (cfDNA) holds enormous promise for molecular residual disease (MRD) detection, its performance is limited by WGS error rate. Here we introduce AccuScan, an efficient cfDNA WGS technology that enables genome-wide error correction at single read level, achieving an error rate of 4.2×10 -7 , which is about two orders of magnitude lower than a read-centric de-noising method. When applied to MRD detection, AccuScan demonstrated analytical sensitivity down to 10 -6 circulating tumor allele fraction at 99% sample level specificity. In colorectal cancer, AccuScan showed 90% landmark sensitivity for predicting relapse. It also showed robust MRD performance with esophageal cancer using samples collected as early as 1 week after surgery, and predictive value for immunotherapy monitoring with melanoma patients. Overall, AccuScan provides a highly accurate WGS solution for MRD, empowering circulating tumor DNA detection at parts per million range without high sample input nor personalized reagents. One Sentence Summary: AccuScan showed remarkable ultra-low limit of detection with a short turnaround time, low sample requirement and a simple workflow for MRD detection.
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Photoreceptor apoptosis is the main pathological feature of retinal degenerative diseases; however, the underlying molecular mechanism has not been elucidated. Recent studies have shown that N-myc downstream regulated gene 2 (NDRG2) exerts a neuroprotective effect on the brain and spinal cord. In addition, our previous studies have confirmed that NDRG2 is expressed in mouse retinal photoreceptors and counteracts N-methyl-N-nitrosourea (MNU)-induced apoptosis. However, the underlying molecular mechanism remains unclear. In this study, we observed that the expression of NDRG2 was not only significantly inhibited in photoreceptors after MNU treatment but also after hydrogen peroxide treatment, and photoreceptor apoptosis was alleviated or aggravated after overexpression or knockdown of NDRG2 in the 661W photoreceptor cell line, respectively. The apoptosis inhibitor Z-VAD-FMK rescued photoreceptor apoptosis induced by MNU after NDRG2 knockdown. Next, we screened and identified tissue inhibitor of metalloproteinases 3 (TIMP3) as the downstream molecule of NDRG2 in 661W cells by using quantitative real-time polymerase chain reaction. TIMP3 exerts a neuroprotective effect by inhibiting the expression of matrix metalloproteinases (MMPs). Subsequently, we found that signal transducer and activator of transcription 3 (STAT3) mediated the NDRG2-associated regulation of TIMP3. Finally, we overexpressed NDRG2 in mouse retinal tissues by intravitreally injecting an adeno-associated virus with mouse NDRG2 in vivo. Results showed that NDRG2 upregulated the expression of phospho-STAT3 (p-STAT3) and TIMP3, while suppressing MNU-induced photoreceptor apoptosis and MMP expression. Our findings revealed how NDRG2 regulates the STAT3/TIMP3/MMP pathway and uncovered the molecular mechanism underlying its neuroprotective effect on mouse retinal photoreceptors.
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Fármacos Neuroprotectores , Degeneración Retiniana , Animales , Ratones , Apoptosis , Fármacos Neuroprotectores/farmacología , Células Fotorreceptoras , Degeneración Retiniana/inducido químicamente , Degeneración Retiniana/genética , Factor de Transcripción STAT3/genéticaRESUMEN
OBJECTIVES: Cancer morbidity and mortality can be reduced if the cancer is detected early. Cell-free DNA (cfDNA) fragmentomics emerged as a novel epigenetic biomarker for early cancer detection, however, it is still at its infancy and requires technical improvement. We sought to apply a single-strand DNA sequencing technology, for measuring genetic and fragmentomic features of cfDNA and evaluate the performance in detecting multiple cancers. METHODS: Blood samples of 364 patients from six cancer types (colorectal, esophageal, gastric, liver, lung, and ovarian cancers) and 675 healthy individuals were included in this study. Circulating tumor DNA mutations, cfDNA fragmentomic features and a set of protein biomarkers were assayed. Sensitivity and specificity were reported by cancer types and stages. RESULTS: Circular Ligation Amplification and sequencing (CLAmp-seq), a single-strand DNA sequencing technology, yielded a population of ultra-short fragments (<100â¯bp) than double-strand DNA preparation protocols and reveals a more significant size difference between cancer and healthy cfDNA fragments (25.84â¯bp vs. 16.05â¯bp). Analysis of the subnucleosomal peaks in ultra-short cfDNA fragments indicates that these peaks are regulatory element "footprints" and correlates with gene expression and cancer stages. At 98â¯% specificity, a prediction model using ctDNA mutations alone showed an overall sensitivity of 46â¯%; sensitivity reaches 60â¯% when protein is added, sensitivity further increases to 66â¯% when fragmentomics is also integrated. More improvements observed for samples representing earlier cancer stages than later ones. CONCLUSIONS: These results suggest synergistic properties of protein, genetic and fragmentomics features in the identification of early-stage cancers.
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Ácidos Nucleicos Libres de Células , ADN Tumoral Circulante , Neoplasias , Humanos , Detección Precoz del Cáncer , Mutación , ADN Tumoral Circulante/genética , Neoplasias/diagnóstico , Neoplasias/genética , Biomarcadores de Tumor/genéticaRESUMEN
OBJECTIVES: To observe the effect of electroacupuncture (EA) on microglia (MG), Janus kinase-2 (JAK2) and signal transducer and activator of transcription-3 (STAT3) in hippocampal CA1 region of Alzheimer's di-sease (AD) rats, so as to explore its mechanisms in the treatment of AD. METHODS: Thirty-six male SD rats were randomly divided into sham operation, model and EA groups, with 12 rats in each group. The AD rat model was established by intraperitoneal injection of D-galactose combined with intrahippocampal injection of aggregated Aß25-35. The rats in the EA group were given EA (2 Hz/20 Hz, 2 mA) at "Baihui"(GV20) and"Shenting"(GV24) for 30 min, once daily, 6 days a week for 4 weeks. Morris water maze test was used to detect the learning and memory ability and spatial exploration ability of rats. HE staining was used to observe the pathological changes of hippocampus. The ultrastructure of hippocampal neurons was observed by transmission electron microscopy. The positive expression of MG marker io-nized calcium adaptor protein (Iba-1) in hippocampus was observed by immunofluorescence staining. The expression levels of serum inflammatory factor interferon-γ (IFN-γ) and transforming growth factor beta 1 (TGF-ß1) were detected by ELISA. The mRNA expression levels of JAK2, STAT3, inducible nitric oxide synthase (iNOS) and arginase-1 (Arg-1) in hippocampal CA1 region were detected by real-time quantitative PCR. The protein and phosphorylation levels of JAK2 and STAT3 in hippocampal CA1 region were detected by Western blot. RESULTS: Compared with the sham operation group, the escape latency of the model group was significantly prolonged (P<0.01), and the number of crossing the original platform was significantly reduced (P<0.01), the positive expression of Iba-1 in CA1 region, the content of serum IFN-γ, the relative mRNA expressions of JAK2, STAT3 and iNOS, and the protein and phosphorylation levels of JAK2 and STAT3 were significantly increased (P<0.01), while the content of serum TGF-ß1 and the relative expression of Arg-1 mRNA were significantly decreased (P<0.01). Compared with the model group, the escape latency of rats in the EA group was significantly shortened (P<0.01), the number of crossing the original platform was significantly increased (P<0.01), the positive expression of Iba1, the content of serum IFN-γ, the mRNA expressions of JAK2, STAT3 and iNOS, and the protein and phosphorylation levels of JAK2 and STAT3 were significantly decreased (P<0.05, P<0.01), while the content of serum TGF-ß1 and the expression of Arg-1 mRNA were significantly increased (P<0.01). Moreover, pathological and ultrastructural observation showed a reduction in the number of hippocampal neurons, changement of nuclear morphology, dilation of intercellular space, and decreased number of mitochondria in the model groupï¼these situations were relatively milder in the EA group. CONCLUSIONS: EA can improve the learning and memory function of AD rats, which may be associated with its functions in decreasing MG activities, and inhibiting the JAK2 / STAT3 signaling pathway in the hippocampus.
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Enfermedad de Alzheimer , Disfunción Cognitiva , Electroacupuntura , Ratas , Masculino , Animales , Enfermedad de Alzheimer/genética , Enfermedad de Alzheimer/terapia , Microglía , Factor de Crecimiento Transformador beta1/genética , Ratas Sprague-Dawley , Hipocampo , Disfunción Cognitiva/genética , Disfunción Cognitiva/terapia , ARN MensajeroRESUMEN
OBJECTIVE: To observe the effect of moxibustion at Governor Vessel acupoints on inositol requiring enzyme 1 ï¼IRE1ï¼ / X-box binding protein 1 ï¼XBP1ï¼ pathway in hippocampal CA1 region of rats with vascular dementia ï¼VDï¼, so as to explore its mechanisms in the treatment of VD. METHODS: Male SD rats were randomly divided into normal, sham operation, model, moxibustion ï¼Moxiï¼ and medication groups ï¼n=12ï¼. The VD model was established by permanent ligation of bilateral common carotid arteries. For rats of the Moxi group, mild moxibustion was given to "Baihui" ï¼GV20ï¼, "Dazhui" ï¼GV14ï¼ and "Fengfu" ï¼GV16ï¼ for 20 min each point, once a day for consecutive 6 days per week, for a total of 4 weeks. For rats of the medication group, intragastric perfusion of nimodipine was given 3 times each day with total dose of 2 mgâ¢kg-1â¢d-1 for 4 weeks. Morris water maze test was used to detect the learning and memory ability of rats before and after modeling as well as after intervention. The apoptosis rate of nerve cells in hippocampal CA1 region was detected by TUNEL staining. The proteins and mRNA expression levels of IRE1, XBP1, B-cell lymphoma/leukemia-2 ï¼Bcl-2ï¼, Bcl-2 associated X protein ï¼Baxï¼ in hippocampal CA1 region were detected by Western blot and real-time quantitative PCR, respectively. RESULTS: Compared with the sham operation group, the average escape latency was significantly prolonged ï¼P<0.01ï¼, the number of times crossing the original platform was significantly reduced ï¼P<0.01ï¼, the apoptosis rate of nerve cells in hippocampal CA1 region was significantly increased ï¼P<0.01ï¼, the proteins and mRNA expression levels of IRE1, XBP1 and Bax were significantly increased ï¼P<0.01ï¼, and the expression levels of Bcl-2 protein and mRNA were significantly decreased ï¼P<0.01ï¼ in rats of the model group. After treatment, compared with the model group, the average escape latency was significantly shortened ï¼P<0.01ï¼, the number of times crossing the original platform was increased ï¼P<0.05ï¼, the apoptosis rate of nerve cells in hippocampal CA1 region was significantly decreased ï¼P<0.01ï¼, the protein and mRNA expression levels of IRE1, XBP1 and Bax were decreased ï¼P<0.05, P<0.01ï¼, and the expression levels of Bcl-2 protein and mRNA were increased ï¼P<0.05, P<0.01ï¼ in rats of the Moxi group and medication group. There was no significant difference in the above indexes between the Moxi group and the medication group. CONCLUSION: Moxibustion at the acupoints of Governor Vessel can improve the cognitive function of VD rats, and its mechanism may be related to regulating IRE1/XBP1 pathway, inhibiting the release of pro-apoptotic protein Bax, increasing the expression of anti-apoptotic protein Bcl-2, and thus inhibiting the apoptosis of hippocampal nerve cells.
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Demencia Vascular , Moxibustión , Masculino , Animales , Ratas , Ratas Sprague-Dawley , Región CA1 Hipocampal , Proteína X Asociada a bcl-2/genética , Proteína 1 de Unión a la X-Box , Demencia Vascular/genética , Demencia Vascular/terapia , Proteínas Proto-Oncogénicas c-bcl-2 , InositolRESUMEN
BACKGROUND: The Makorin ring finger protein 1 (MKRN1) gene, also called RNF61, is located on the long arm of chromosome 7 and is a member of the RING finger protein family. The E3 ubiquitin ligase MKRN1 is closely linked to tumour development, but the exact mechanism needs to be elucidated. In this study, we aimed to investigate the specific mechanism and role of MKRN1 in colorectal cancer (CRC) development. METHODS: MKRN1 expression in CRC was analysed using the Cancer Cell Line Encyclopaedia and the Cancer Genome Atlas (TCGA) databases. Rectal tumour tissues were frozen to explore the MKRN1 expression in CRC and its clinical significance. The impact of MKRN1 on CRC cell proliferation and migration was observed using CCK8, colony formation, wound healing, and transwell assays. A combination of MKRN1 quantitative proteomics, ubiquitination modification omics analysis, and a string of in vitro and in vivo experiments revealed the potential mechanisms by which MKRN1 regulates CRC metastasis. RESULTS: MKRN1 expression was significantly elevated in CRC tissues compared to paracancerous tissues and was positively linked with prognosis (P < 0.01). MKRN1 downregulation inhibits CRC cell proliferation, migration, and invasion. Conversely, MKRN1 overexpression promotes the proliferation, migration, and invasion of CRC cells. Mechanistically, MKRN1 induces epithelial-mesenchymal transition (EMT) in CRC cells via ubiquitination and degradation of Smad nuclear-interacting protein 1 (SNIP1). Furthermore, SNIP1 inhibits transforming growth factor-ß (TGF-ß) signalling, and MKRN1 promotes TGF-ß signalling by degrading SNIP1 to induce EMT in CRC cells. Finally, using conditional knockout mice, intestinal lesions and metastatic liver microlesions were greatly reduced in the intestinal knockout MKRN1 group compared to that in the control group. CONCLUSIONS: High MKRN1 levels promote TGF-ß signalling through ubiquitination and degradation of SNIP1, thereby facilitating CRC metastasis, and supporting MKRN1 as a CRC pro-cancer factor. The MKRN1/SNIP1/TGF-ß axis may be a potential therapeutic target in CRC.
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Neoplasias Colorrectales , Proteínas de Unión al ARN , Ribonucleoproteínas , Animales , Ratones , Línea Celular , Proliferación Celular , Neoplasias Colorrectales/genética , Proteolisis , Humanos , Ribonucleoproteínas/metabolismo , Proteínas de Unión al ARN/genética , Factor de Crecimiento Transformador beta/metabolismo , Transducción de SeñalRESUMEN
To solve the problem that the common long-tailed classification method does not use the semantic features of the original label text of the image, and the difference between the classification accuracy of most classes and minority classes are large, the long-tailed image classification method based on enhanced contrast visual language trains the head class and tail class samples separately, uses text image to pre-train the information, and uses the enhanced momentum contrastive loss function and RandAugment enhancement to improve the learning of tail class samples. On the ImageNet-LT long-tailed dataset, the enhanced contrasting visual language-based long-tailed image classification method has improved all class accuracy, tail class accuracy, middle class accuracy, and the F1 value by 3.4%, 7.6%, 3.5%, and 11.2%, respectively, compared to the BALLAD method. The difference in accuracy between the head class and tail class is reduced by 1.6% compared to the BALLAD method. The results of three comparative experiments indicate that the long-tailed image classification method based on enhanced contrastive visual language has improved the performance of tail classes and reduced the accuracy difference between the majority and minority classes.
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Lenguaje , Semántica , Aprendizaje , Movimiento (Física)RESUMEN
Background: Lung cancer is the malignant tumor with the highest incidence and mortality rate in the world today, and non-small cell lung cancer (NSCLC) is its most common type. However, there is still a paucity of specific tumor markers for lung cancer screening. Herein, we detected and compared the levels of miR-128-3p and miR-33a-5p in serum exosomes of NSCLC patients and healthy volunteers, with the aim of identifying suitable exosomal microRNAs (miRNAs) as tumor biomarkers, and explored their value in the auxiliary diagnosis of NSCLC. Methods: All participants were recruited from September 1, 2022 to December 30, 2022, and met the inclusion criteria. The case group included 20 patients with lung nodules who were highly suspected of having lung cancer (two cases were excluded). A total of 18 healthy volunteers (control group) were also enrolled. Blood samples were collected in both the case group before surgery and in the control group. Quantitative real-time polymerase chain reaction method was used to detect the expression of miR-128-3p and miR-33a-5p in serum exosomes. The main indicators of statistical analysis included the area under the receiver operating characteristic curve (AUC), sensitivity, and specificity. Results: Compared with the healthy control group, the NSCLC case group had significantly lower expression levels of serum exosome miR-128-3p and miR-33a-5p (P<0.01, P<0.001), and there was a significant positive correlation between the two exosome miRNAs (r=0.848, P<0.01). The AUC values of miR-128-3p alone and miR-33a-5p alone in distinguishing case group and control group were 0.789 [95% confidence interval (CI): 0.637-0.940; sensitivity: 61.1%; specificity: 94.4%; P=0.003] and 0.821 (95% CI: 0.668-0.974; sensitivity: 77.8%; specificity: 83.3%; and P=0.001), respectively. The combination of miR-128-3p and miR-33a-5p had an AUC of 0.855 (95% CI: 0.719-0.991; P<0.001) for distinguishing case group and control group, which was greater than the AUC values of miR-128-3p alone and miR-33a-5p alone (cut-off value: 0.034; sensitivity: 83.3%; and specificity: 88.9%). However, there was no significant difference in the AUC among these three groups (P>0.05). Conclusions: Serum exosome miR-128-3p and miR-33a-5p showed good performance in NSCLC screening and may be used as new biomarkers for large-scale NSCLC screening.
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PURPOSE: Intracranial vertebral artery dissecting aneurysm (IVADA) is a rare type of aneurysm with high morbidity and mortality. Recently, the application of pipeline embolization devices (PEDs) has been extended to IVADAs. Here, we aim to investigate the safety and effectiveness of PEDs for IVADAs. METHOD: We retrospectively reviewed the PLUS database to identify patients who had IVADAs and were treated with PEDs from 2014 to 2019 at 14 centers across China. Data including patient and aneurysm characteristics, procedure details, angiographic and clinical results, relationship with the ipsilateral posterior inferior cerebellar artery (PICA), and patency of the PICA following PED coverage were analyzed. RESULTS: In this study 52 consecutive patients with 52 IVADAs were included. The mean age was 52.33 years and 82.7% were male. With a median follow-up of 10.5 months, the complete occlusion rate was 93.8% (45/48) and no recurrence or in-stent stenosis was detected. The total postoperative complication rate and mortality were 11.5% and 1.9%, respectively. Complications occurred in 9.6% (5/52) of patients within 30 days after the operation, including ischemic stroke in 3 and hemorrhagic stroke in 2. Another patient suffered an ischemic stroke at follow-up, 78.8% (41/52) PICAs were covered by PEDs, 1 case (2.4%) had a functional disability due to PICA occlusion, while 39.0% (16/41) had reduced flow during follow-up but hardly caused any obvious neurological deficits. Patients with IVADA involving PICA had a trend towards more complications (66.7% vs. 51.1%; Pâ¯= 1). CONCLUSION: Treating IVADAs with PEDs may be a safe and effective option, with favorable clinical and angiographic outcomes; however, complications associated with this treatment should not be ignored. REGISTRATION: http://www. CLINICALTRIALS: gov . Unique identifier: NCT03831672.
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Disección Aórtica , Embolización Terapéutica , Aneurisma Intracraneal , Accidente Cerebrovascular Isquémico , Disección de la Arteria Vertebral , Humanos , Masculino , Persona de Mediana Edad , Femenino , Arteria Vertebral/diagnóstico por imagen , Resultado del Tratamiento , Aneurisma Intracraneal/terapia , Aneurisma Intracraneal/cirugía , Estudios Retrospectivos , Embolización Terapéutica/métodos , Angiografía Cerebral/métodos , Disección de la Arteria Vertebral/diagnóstico por imagen , Disección de la Arteria Vertebral/terapia , Accidente Cerebrovascular Isquémico/terapiaRESUMEN
OBJECTIVE: To observe the effect of moxibustion preconditioning on learning-memory ability, Toll like receptor 4(TLR4)/nuclear factor-kappa B(NF-κB) signal pathway related proteins and microglia in rats with Alzheimer's disease (AD), so as to explore its possible mechanisms underlying improvement of AD. METHODS: Male SD rats were randomly divided into normal, sham operation, AD model and pre-moxibustion groups, with 9 rats in each group. Moxibustion was applied to "Baihui"(GV20), "Shenshu"(BL23) and "Zusanli"(ST36) for 15 min, once daily, 6 days as a course of treatment for 3 courses. At the end of moxibustion, the AD model was established by injection of Aß25-35 aggregation solution into the bilateral hippocampus. The sham operation group was only injected with the same amount of 0.9% Nacl solution. The spatial learning-memory ability of rats was detected by Morris water maze test, the ultrastructure of hippocampal neurons was observed by transmission electron microscope (TEM). The histopathological changes of hippocampus tissue were observed by HE staining, and the protein expression levels of TLR4 and NF-κB p65 in the hippocampus detected by Western blot, and the positive expressions of Iba-1, CD80 and CD206 in the hippocampal CA1 region were detected by immunofluorescence labeling. The contents of inflammatory factors IL-1ß, TNF-α and IL-10 in the hippocampus were measured by ELISA. RESULTS: Compared with the sham operation group, the escape latency was significantly increased (P<0.01), and the number of platform quadrant crossing times was decreased (P<0.01) in the model group. In comparison with the model group, the increased escape latency and the decreased platform quadrant crossing times were reversed in the pre-moxibustion group (P<0.01). TEM and light microscope observation showed loose arrangement of cells, enlarged cell space, degeneration, swelling and deformation of hippocampal neurons, rupture of membranes of a large number of cells, reduction of mitochondria, dilation of endoplasmic reticulum, and matrix vacuoles, uneven distribution of organelles and cytoplasm, and being difficult in distinguishing the nuclear cytoplasm in the model group, which was relatively milder in the pre-moxibustion group. The expression levels of hippocampal NF-κB p65 and TLR4, the mean immunofluorescence density of Iba-1 and CD80, as well as the contents of IL-1ß and TNF-α in hippocampal CA1 region were significantly increased in the model group than those in the sham operation group (P<0.01), and obviously decreased in the pre-moxibustion group than those in the model group (P<0.05, P<0.01). Whereas the expression of CD206 and the content of IL-10 were evidently decreased in the model group than those in the sham operation group (P<0.01), and strikingly increased in the pre-moxibustion group than those in the model group (P<0.01). No significant differences were found between the sham operation group and the normal group in all the indexes mention above (P>0.05). CONCLUSION: Pre-moxibustion at GV20, BL23 and ST36 can improve learning-memory ability in AD rats, which may be associated with its functions in promoting the polarization of microglia from M1 to M2 and reducing the neuroinflammatory response by way of TLR4/NF-κB signaling pathway.
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Enfermedad de Alzheimer , Moxibustión , Masculino , Animales , Ratas , Ratas Sprague-Dawley , FN-kappa B/genética , Interleucina-10 , Microglía , Enfermedad de Alzheimer/genética , Enfermedad de Alzheimer/terapia , Receptor Toll-Like 4/genética , Factor de Necrosis Tumoral alfa , Transducción de SeñalRESUMEN
OBJECTIVE: The clinical ability of radiomics to predict intracranial aneurysm rupture risk remains unexplored. This study aims to investigate the potential uses of radiomics and explore whether deep learning (DL) algorithms outperform traditional statistical methods in predicting aneurysm rupture risk. METHODS: This retrospective study included 1740 patients with 1809 intracranial aneurysms confirmed by digital subtraction angiography at two hospitals in China from January 2014 to December 2018. We randomly divided the dataset (hospital 1) into training (80%) and internal validation (20%). External validation was performed using independent data collected from hospital 2. The prediction models were developed based on clinical, aneurysm morphological, and radiomics parameters by logistic regression (LR). Additionally, the DL model for predicting aneurysm rupture risk using integration parameters was developed and compared with other models. RESULTS: The AUCs of LR models A (clinical), B (morphological), and C (radiomics) were 0.678, 0.708, and 0.738, respectively (all p < 0.05). The AUCs of the combined feature models D (clinical and morphological), E (clinical and radiomics), and F (clinical, morphological, and radiomics) were 0.771, 0.839, and 0.849, respectively. The DL model (AUC = 0.929) outperformed the machine learning (ML) (AUC = 0.878) and the LR models (AUC = 0.849). Also, the DL model has shown good performance in the external validation datasets (AUC: 0.876 vs 0.842 vs 0.823, respectively). CONCLUSION: Radiomics signatures play an important role in predicting aneurysm rupture risk. DL methods outperformed conventional statistical methods in prediction models for the rupture risk of unruptured intracranial aneurysms, integrating clinical, aneurysm morphological, and radiomics parameters. KEY POINTS: ⢠Radiomics parameters are associated with the rupture risk of intracranial aneurysms. ⢠The prediction model based on integrating parameters in the deep learning model was significantly better than a conventional model. ⢠The radiomics signature proposed in this study could guide clinicians in selecting appropriate patients for preventive treatment.
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Aneurisma Roto , Aprendizaje Profundo , Aneurisma Intracraneal , Humanos , Aneurisma Intracraneal/diagnóstico por imagen , Aneurisma Intracraneal/complicaciones , Estudios Retrospectivos , Multiómica , Aneurisma Roto/diagnóstico por imagenRESUMEN
BACKGROUND: Intracranial fusiform aneurysms are less common than saccular aneurysms, but are associated with higher mortality and morbidity. We conducted this study to determine the safety and efficacy of the pipeline embolization device (PED) to treat intracranial fusiform aneurysms. METHODS: This was a multicenter, retrospective, and observational study. Data for this study came from the PLUS study conducted from 2014 to 2019 across 14 centers in China. Univariate and multivariable logistic regression analyses were performed to evaluate predictors of the occlusion rate and complication. RESULTS: A total of 1171 consecutive patients with 1322 intracranial aneurysms participated in this study. Among the participants, 104 patients with 109 fusiform aneurysms were eligible for this analysis (mean age 49 years, 36.5% women, aneurysm mean size 14.7 mm, 55% in the posterior circulation, and 6% in the basilar artery). Mean follow-up time was 9.0 months (range 3-36 months). The last DSA angiographic follow-up was available for 85 patients, and 58 aneurysms (68.2%) were completely occluded. The overall complication rate and mortality were 17.3% and 2.8%, respectively. Multivariate analysis demonstrated that age (OR=1.007, p=0.037) and cerebral atherosclerosis (OR=1.441, p=0.002) were associated with incomplete occlusion of fusiform aneurysms after PED treatment. CONCLUSION: PEDs may be an effective treatment for intracranial fusiform aneurysms, with a favorable occlusion rate. However, because these treatments have a relatively high rate of complications, PED treatment for fusiform aneurysms should be carefully and strictly controlled. Our analysis showed that PEDs with adjunctive coiling did not significantly improve the occlusion rate of fusiform aneurysms.
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Embolización Terapéutica , Aneurisma Intracraneal , Humanos , Femenino , Persona de Mediana Edad , Masculino , Estudios de Seguimiento , Estudios Retrospectivos , Prótesis Vascular , Resultado del Tratamiento , Aneurisma Intracraneal/diagnóstico por imagen , Aneurisma Intracraneal/terapia , Aneurisma Intracraneal/etiologíaRESUMEN
The purpose of this preclinical study in a sheep model was to confirm the feasibility and safety of the LuX-Valve transjugular tricuspid valve (TV) replacement apparatus and to optimize the implantation procedure before beginning first-in-man study. The LuX-Valve was implanted in a sheep model (n = 8) via transjugular approach. Six of eight sheep underwent successful implantation procedure on beating heart. The first two sheep died during the prostheses deployment. In the remaining 6 sheep that survived, postoperative echocardiography results showed there was no paravalvular leakage (PVL) and central tricuspid regurgitation in 5 animals, whereas 1 animal had mild PVL. The mean transvalvular gradient was 1.1 ± 0.9 mm Hg at the 4-week follow-up. No right ventricular outflow tract (RVOT) obstruction, device malposition, pericardial effusion, coronary artery compression, or arrhythmias were observed. This technology may be a promising alternative for TR patients who are at high risk for open-heart surgery. Transjugular tricuspid valved-stent implantation. a Transjugular tricuspid valve replacement in a sheep model. b and c Valved stent. d, e, and f Schematic depiction of the implantation procedure.
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Bioprótesis , Implantación de Prótesis de Válvulas Cardíacas , Prótesis Valvulares Cardíacas , Animales , Ovinos , Válvula Tricúspide/diagnóstico por imagen , Ecocardiografía , Diseño de Prótesis , Cateterismo Cardíaco , Resultado del TratamientoRESUMEN
PURPOSE: Contrast-induced encephalopathy (CIE) was defined as new onset of neurological deficits after exposure to contrast media, which could be observed after the endovascular treatment for intracranial aneurysms. METHODS: We enrolled a consecutive cohort of patients who underwent endovascular treatment for unruptured intracranial aneurysms. CIE was defined as a reversible neuropathic syndrome that occurred after interventional therapy, accompanied by imaging abnormalities and excluding other diseases. Multivariable Poisson regression analysis was performed to show risk factors by incidence rate ratio (IRR) and a clinical strategy was proposed. RESULTS: Among the 579 patients who underwent interventional therapy for intracranial aneurysms, the crude incidence rate of CIE was 2.4% (95% CI, 1.2-3.6%) at our center. Headache, hemiplegia, and disorientation could be initial symptoms, and cortical blindness was the most common localized deficit. Cerebral edema and sulci effacement on CT were observed, and re-revaluation after treatments on CT/MRI showed absent lesions. The risk factors were history of stroke (IRR, 7.752; P = 0.007), history of hypertension (IRR, 1.064; P = 0.042), posterior circulation aneurysms (IRR, 9.412; P = 0.004) and higher dosage of contrast agents (IRR, 1.018; P = 0.007). After the strategy of accelerating excretion of contrast agents, reduction of intracranial pressure and anti-inflammation/vasospasm therapy, the prognosis was favorable with most patients fully recovered within 72 h. CONCLUSION: History of stroke and posterior circulation aneurysms were main risk factors for CIE. A higher dosage of contrast agents might induce CIE, and the history of hypertension should be considered as well.