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1.
J Stroke Cerebrovasc Dis ; 33(7): 107731, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38657831

ABSTRACT

BACKGROUND: Several studies report that radiomics provides additional information for predicting hematoma expansion in intracerebral hemorrhage (ICH). However, the comparison of diagnostic performance of radiomics for predicting revised hematoma expansion (RHE) remains unclear. METHODS: The cohort comprised 312 consecutive patients with ICH. A total of 1106 radiomics features from seven categories were extracted using Python software. Support vector machines achieved the best performance in both the training and validation datasets. Clinical factors models were constructed to predict RHE. Receiver operating characteristic curve analysis was used to assess the abilities of non-contrast computed tomography (NCCT) signs, radiomics features, and combined models to predict RHE. RESULTS: We finally selected the top 21 features for predicting RHE. After univariate analysis, 4 clinical factors and 5 NCCT signs were selected for inclusion in the prediction models. In the training and validation dataset, radiomics features had a higher predictive value for RHE (AUC = 0.83) than a single NCCT sign and expansion-prone hematoma. The combined prediction model including radiomics features, clinical factors, and NCCT signs achieved higher predictive performances for RHE (AUC = 0.88) than other combined models. CONCLUSIONS: NCCT radiomics features have a good degree of discrimination for predicting RHE in ICH patients. Combined prediction models that include quantitative imaging significantly improve the prediction of RHE, which may assist in the risk stratification of ICH patients for anti-expansion treatments.


Subject(s)
Cerebral Hemorrhage , Disease Progression , Hematoma , Predictive Value of Tests , Humans , Male , Cerebral Hemorrhage/diagnostic imaging , Hematoma/diagnostic imaging , Female , Aged , Middle Aged , Retrospective Studies , Reproducibility of Results , Radiographic Image Interpretation, Computer-Assisted , Support Vector Machine , Tomography, X-Ray Computed , Prognosis , Risk Factors , Aged, 80 and over
2.
Chinese Journal of Dermatology ; (12): 969-975, 2022.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-957770

ABSTRACT

Objective:To investigate molecules involved in the occurrence of pruritus in patients with mycosis fungoides (MF) .Methods:Totally, 522 patients with MF were enrolled from Peking University First Hospital from October 2009 to August 2021, and the incidence of pruritus was calculated. The patients were grouped according to whether they suffered from pruritus or not. RNA sequencing data on biopsied skin lesions of 49 patients were analyzed to identify differentially expressed genes between patients with pruritus and those without; enzyme-linked immunosorbent assay and immunohistochemical techniques were performed to determine the protein expression of CC chemokine ligand 17 (CCL17) in serum samples from 88 MF patients, and in tissue samples from 81 MF patients, respectively; flow cytometry was conducted to detect markers for T lymphocyte activation and differentiation in peripheral blood samples from 46 MF patients to identify peripheral blood lymphocyte subsets associated with pruritus. Statistical analysis was carried out by using chi-square test, Mann-Whitney U test, and Spearman correlation analysis. Results:Among the 522 patients with MF, 305 were males and 217 were females; 347 were diagnosed with early-stage MF, and 175 with advanced MF. The incidence of pruritus was 67.2% (351/522) in the patients with MF, and significantly higher in the patients with advanced MF (81.7%, 143/175) than in those with early-stage MF (59.9%, 208/347; χ2 = 25.03, P < 0.001) . RNA sequencing showed that CCL17 mRNA expression was significantly higher in the MF patients with pruritus than in those without (fold change = 10.09, P < 0.001) . The serum CCL17 concentration was significantly elevated in the patients with pruritus (1 017.05[377.12, 4 831.80] pg/ml) compared with those without (361.66 [180.47, 500.08] pg/ml; Z = -4.57, P < 0.001) , and correlated with pruritus scores ( r = 0.57, P = 0.010) . In both early and advanced stages of MF, the serum CCL17 concentration was significantly higher in the patients with pruritus than in those without ( Z = -3.68, P < 0.001; Z = -2.54, P = 0.011, respectively) . Immunohistochemical staining revealed that there was no significant difference in the relative quantification value of CCL17 between the patients with pruritus and those without ( Z = -1.84, P = 0.066) . The percentage of CD3 +CD4 +CD26 -CCR4 + malignant T cells significantly increased in the MF patients with pruritus than in those without ( Z = -2.03, P = 0.043) , and was positively correlated with serum CCL17 concentrations ( r = 0.49, P < 0.001) . Conclusions:Both CCL17 mRNA expression in lesional tissues and serum CCL17 concentrations increased in MF patients with pruritus, and CCL17 was associated with the occurrence of pruritus. CCL17 may be involved in the occurrence of pruritus through the recruitment of CD3 +CD4 +CD26 -CCR4 + malignant T cells.

3.
Anal Chem ; 93(4): 2619-2626, 2021 02 02.
Article in English | MEDLINE | ID: mdl-33427440

ABSTRACT

Plasmonic nanoparticles, which have excellent local surface plasmon resonance (LSPR) optical and chemical properties, have been widely used in biology, chemistry, and photonics. The single-particle light scattering dark-field microscopy (DFM) imaging technique based on a color-coded analytical method is a promising approach for high-throughput plasmonic nanoparticle scatterometry. Due to the interference of high noise levels, accurately extracting real scattering light of plasmonic nanoparticles in living cells is still a challenging task, which hinders its application for intracellular analysis. Herein, we propose an automatic and high-throughput LSPR scatterometry technique using a U-Net convolutional deep learning neural network. We use the deep neural networks to recognize the scattering light of nanoparticles from background interference signals in living cells, which have a dynamic and complicated environment, and construct a DFM image semantic analytical model based on the U-Net convolutional neural network. Compared with traditional methods, this method can achieve higher accuracy, stronger generalization ability, and robustness. As a proof of concept, the change of intracellular cytochrome c in MCF-7 cells under UV light-induced apoptosis was monitored through the fast and high-throughput analysis of the plasmonic nanoparticle scattering light, providing a new strategy for scatterometry study and imaging analysis in chemistry.

4.
Preprint in English | medRxiv | ID: ppmedrxiv-20027664

ABSTRACT

ObjectiveTo evaluate the spectrum of comorbidities and its impact on the clinical outcome in patients with coronavirus disease 2019 (COVID-19). DesignRetrospective case studies Setting575 hospitals in 31 province/autonomous regions/provincial municipalities across China Participants1,590 laboratory-confirmed hospitalized patients. Data were collected from November 21st, 2019 to January 31st, 2020. Main outcomes and measuresEpidemiological and clinical variables (in particular, comorbidities) were extracted from medical charts. The disease severity was categorized based on the American Thoracic Society guidelines for community-acquired pneumonia. The primary endpoint was the composite endpoints, which consisted of the admission to intensive care unit (ICU), or invasive ventilation, or death. The risk of reaching to the composite endpoints was compared among patients with COVID-19 according to the presence and number of comorbidities. ResultsOf the 1,590 cases, the mean age was 48.9 years. 686 patients (42.7%) were females. 647 (40.7%) patients were managed inside Hubei province, and 1,334 (83.9%) patients had a contact history of Wuhan city. Severe cases accounted for 16.0% of the study population. 131 (8.2%) patients reached to the composite endpoints. 399 (25.1%) reported having at least one comorbidity. 269 (16.9%), 59 (3.7%), 30 (1.9%), 130 (8.2%), 28 (1.8%), 24 (1.5%), 21 (1.3%), 18 (1.1%) and 3 (0.2%) patients reported having hypertension, cardiovascular diseases, cerebrovascular diseases, diabetes, hepatitis B infections, chronic obstructive pulmonary disease, chronic kidney diseases, malignancy and immunodeficiency, respectively. 130 (8.2%) patients reported having two or more comorbidities. Patients with two or more comorbidities had significantly escalated risks of reaching to the composite endpoint compared with those who had a single comorbidity, and even more so as compared with those without (all P<0.05). After adjusting for age and smoking status, patients with COPD (HR 2.681, 95%CI 1.424-5.048), diabetes (HR 1.59, 95%CI 1.03-2.45), hypertension (HR 1.58, 95%CI 1.07-2.32) and malignancy (HR 3.50, 95%CI 1.60-7.64) were more likely to reach to the composite endpoints than those without. As compared with patients without comorbidity, the HR (95%CI) was 1.79 (95%CI 1.16-2.77) among patients with at least one comorbidity and 2.59 (95%CI 1.61-4.17) among patients with two or more comorbidities. ConclusionComorbidities are present in around one fourth of patients with COVID-19 in China, and predispose to poorer clinical outcomes. HighlightsO_ST_ABSWhat is already known on this topicC_ST_ABS- Since November 2019, the rapid outbreak of coronavirus disease 2019 (COVID-19) has recently become a public health emergency of international concern. There have been 79,331 laboratory-confirmed cases and 2,595 deaths globally as of February 25th, 2020 - Previous studies have demonstrated the association between comorbidities and other severe acute respiratory diseases including SARS and MERS. - No study with a nationwide representative cohort has demonstrated the spectrum of comorbidities and the impact of comorbidities on the clinical outcomes in patients with COVID-19. What this study adds- In this nationwide study with 1,590 patients with COVID-19, comorbidities were identified in 399 patients. Comorbidities of COVID-19 mainly included hypertension, cardiovascular diseases, cerebrovascular diseases, diabetes, hepatitis B infections, chronic obstructive pulmonary disease, chronic kidney diseases, malignancy and immunodeficiency. - The presence of as well as the number of comorbidities predicted the poor clinical outcomes (admission to intensive care unit, invasive ventilation, or death) of COVID-19. - Comorbidities should be taken into account when estimating the clinical outcomes of patients with COVID-19 on hospital admission.

5.
Nan Fang Yi Ke Da Xue Xue Bao ; 36(6): 735-43, 2016 Jun.
Article in Chinese | MEDLINE | ID: mdl-27320871

ABSTRACT

OBJECTIVE: To investigate the effects of silencing ADP-ribosylation factor 6 (Arf6) on the proliferation, migration, and invasion of prostate cancer cell line PC-3 and the possible molecular mechanisms. METHODS: Three Arf6-specific small interfering RNA (siRNA) were transfected into cultured prostate cancer cell line PC-3. Arf6 expression was examined by real-time PCR and Western blotting. MTT assay, wound healing assay, and Transwell migration and invasion assay were used to observe the effect of Arf6 silencing on the proliferation, migration, and invasion ability of PC-3 cells. The levels of phosphorylated extracellular signal-regulated kinase 1/2 (p-ERK1/2), ERK1/2, p-AKT, AKT and Rac1 were detected by Western blotting. RESULTS: Transfection of siRNA-3 resulted in significantly decreased Arf6 mRNA and protein expression with inhibition rates of (91.88±3.13)% and (86.37±0.57)%, respectively. Arf6 silencing by siRNA-3 markedly suppressed the proliferation, migration and invasion of PC-3 cells and reduced the expression levels of p-ERK1/2 and Rac1. CONCLUSION: Silencing of Arf6 efficiently inhibits the proliferation, migration, and invasion of PC-3 cells in vitro, and the underlying mechanisms may involve the down-regulation of p-ERK1/2 and Rac1.


Subject(s)
ADP-Ribosylation Factors/genetics , Cell Movement , Prostatic Neoplasms/pathology , RNA Interference , ADP-Ribosylation Factor 6 , ADP-Ribosylation Factors/metabolism , Cell Line, Tumor , Down-Regulation , Humans , Male , Mitogen-Activated Protein Kinase 1/metabolism , Mitogen-Activated Protein Kinase 3/metabolism , Neoplasm Invasiveness , RNA, Messenger/genetics , RNA, Messenger/metabolism , RNA, Small Interfering/genetics , Real-Time Polymerase Chain Reaction , Transfection , Wound Healing , rac1 GTP-Binding Protein/metabolism
6.
Military Medical Sciences ; (12): 818-821, 2013.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-439997

ABSTRACT

Objective To establish an LC-MS/MS method for determination of S-071031 B, a novel antidepressant , in rat plasma and to study its pharmacokinetic profiles .Methods An LC-MS/MS method was established to determine S-071031B in rat plasma, and L-8021 was employed as the internal standard .The analytes were separated on a C18 column with a mobile phase consisting of water-acetonitrile containing 0.1%(v/v) formic acid at a flow rate of 0.3 ml/min.The mass spectrometer was operated in a selected reaction monitoring ( SRM ) mode with a positive electrospray ionization (ESI) interface.The plasma concentration-time curve was drawn and pharmacokinetic parameters were calculated by DAS 2.0.Results The linear range was from 2 to 1000 ng/ml with a sensitivity of 2 ng/ml as the lower limit of quantification . The intra-day and inter-day precisions , recoveries and matrix effects at three spiked levels were all suited to the determina-tion of biological samples.After oral administration of S-071031B, the Cmax of S-071031B was (287.2 ±50.8) μg/L and the Tmax was (0.8 ±0.3) h, with a t1/2of (2.9 ±0.6) h and an AUC(0-∞)of (1372.6 ±255.3) μg/L· h.Conclusion This method is sensitive and specific enough for determination of S-071031 B in rat plasma to facilitate the study of its phar-macokinetics .

7.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-238588

ABSTRACT

Morroniside, an iridoid glycoside extracted from Cornus officinalis, has multiple pharmacological effects such as neuroprotection. This study took the lead in establishing a method for determining morroniside concentration in rat plasma by high performance liquid chromatography-tandem mass spectrometry. Plasma samples were processed with protein precipitation method, with hyperoside as the internal standard. An Inertsil C8-3 column (2. 1 mm x 50 mm, 5 microm) was adopted, with a mobile phase composed of water (containing 1 mmol L-1 Sodium formate)-acetonitrile (gradient elution) at a flow rate of 0.4 mL . min -1. Electrospray ionization (ESI) was adopted in the positive ion mode for multi-reaction monitoring (MRM). Morroniside showed a good linear relationship ranging between 2-5 000 microg L-1 (r = 0. 995 7), with the minimum limit of quantification of 2 microg L-1. Its precise, accuracy, recovery and matrix effect were all in line with the biological sample measurement requirements. Therefore, the method described above was proved to be suitable for the determination of morroniside concentration in rat plasma. To use the method in the pharmacokinetic study on morroniside in rats, oral administration dose shall be set at 20 mg . kg - to map the plasma concentration-time curve. Main pharmacokinetic parameters were calculated by DAS 2. 0. Specifically, AUC0-inifinity was (587.6 +/- 290. 7) microg min L-1, Cmax was (334.2+/-148.0) microg L-1, Tmax was (0.6 +/-0.3) h, t1/2 was (0.7+/-0.3) h.


Subject(s)
Animals , Male , Rats , Chromatography, High Pressure Liquid , Methods , Glycosides , Blood , Reproducibility of Results , Spectrometry, Mass, Electrospray Ionization , Tandem Mass Spectrometry , Methods
8.
Chinese Medical Journal ; (24): 3326-3333, 2010.
Article in English | WPRIM (Western Pacific) | ID: wpr-241583

ABSTRACT

<p><b>OBJECTIVE</b>There is a paucity of published works that systematically evaluate gene anomalies or clinical features of patients with renal cysts and diabetes syndrome (RCAD)/maturity onset diabetes of the young type 5 (MODY5). The purpose of this review was to systematically assess the detection rate, genetic and phenotypic implications of heterozygous autosomal dominant TCF2 anomalies.</p><p><b>DATA SOURCES</b>MEDLINE database was searched to select articles recorded in English from 1997 to 2008. The focus was monoallelic germline TCF2 gene mutations/deletions. Biallelic inactivation, polymorphisms, DNA modification (hypomethylation and hypermethylation), loci associated with cancer risk, and somatic TCF2 anomalies were all excluded.</p><p><b>STUDY SELECTION</b>After searching the literature, 50 articles were selected.</p><p><b>RESULTS</b>The detection rate of TCF2 anomalies was 9.7% and varied considerably among MODY (1.4%), renal structure anomalies (RSA) (21.4%) and RSA with MODY (41.2%) subgroups. Mutations were strikingly located within the DNA binding domain and varied among exons of the DNA binding domain: exons 2 and 4 were the hottest spots, while mutations were sporadically distributed in exon 3. The consistent phenotypes were RSA (89.6%) and diabetes mellitus (DM) (45.0%). However, the concurrence of RSA and DM was relatively low (27.5%), which hinders the optimal performance of genetic testing and obtainment of timely diagnosis. Other organ involvements were complementary and necessary for the early identification of patients with TCF2 anomalies. Analysis of phenotypes of TCF2 point mutations showed significant differences in the detection rates of RSA, impaired renal function (IRF) and DM according to mutation type but not mutation location.</p><p><b>CONCLUSION</b>These valuable features of TCF2 anomalies that previously did not receive sufficient attention should not be neglected.</p>


Subject(s)
Humans , Central Nervous System Diseases , Metabolism , Dental Enamel , Congenital Abnormalities , Metabolism , Diabetes Mellitus , Metabolism , Diabetes Mellitus, Type 2 , Metabolism , Hepatocyte Nuclear Factor 1-beta , Metabolism , Kidney Diseases, Cystic , Metabolism
9.
China Pharmacy ; (12)2005.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-530852

ABSTRACT

OBJECTIVE: To investigate the clinical application and developing trend of narcotic analgesics in our hospital.METHODS: Analgesics used in our hospital during 2003~2007 were analyzed statistically.RESULTS: The consumption(amount of money and quantity) of narcotic analgesics especially that of morphine preparation witnessed an year-on-year increase while that of pethidine injection decreased year by year.CONCLUSION: The use of narcotic analgesics in our hospital was reasonable on the whole,but the dosage form and variety should be increased further.

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