Structural characterization and anti-oxidative activity for a glycopeptide from Ganoderma lucidum fruiting body

A water-soluble glycopeptide (named GL-PWQ3) with a molecular weight (Mw) of 2.40 × 104 g/mol was isolated from Ganoderma lucidum fruiting body by hot water extraction, membrane ultrafiltration, and gel column chromatography, which mainly consisted of glucose and galactose. Based on the methylation, FT-IR, 1D, and 2D NMR analysis, the polysaccharide portion of GL-PWQ3 was identified as a glucogalactan, which was comprised of unsubstituted (1,6-α-Galp, 1,6-β-Glcp, 1,4-β-Glcp) and monosubstituted (1,2,6-α-Galp and 1,3,6-β-Glcp) in the backbone and possible branches that at the O-3 position of 1,3-Glcp and T-Glcp, and the O-2 position of T-Fucp, T-Manp or T-Glcp. The chain conformational study by SEC-MALLS-RI and AFM revealed that GL-PWQ3 was identified as a highly branched polysaccharide with a polydispersity index of 1.25, and might have compact sphere structures caused by stacked multiple chains. Moreover, the GL-PWQ3 shows strong anti-oxidative activity in NRK-52E cells. This study provides a theoretical basis for further elucidating the structure-functionality relationships of GL-PWQ3 and its potential application as a natural antioxidant in pharmacotherapy as well as functional food additives.

Multisequence magnetic resonance imaging-based radiomics models for the prediction of microsatellite instability in endometrial cancer

PURPOSE

To evaluate the performance of multisequence magnetic resonance imaging (MRI)-based radiomics models in the assessment of microsatellite instability (MSI) status in endometrial cancer (EC).

MATERIALS AND METHODS

This retrospective multicentre study included 338 EC patients with available MSI status and preoperative MRI scans, divided into training (37 MSI, 123 microsatellite stability [MSS]), internal validation (15 MSI, 52 MSS), and external validation cohorts (30 MSI, 81 MSS). Radiomics features were extracted from T2-weighted images, diffusion-weighted images, and contrast-enhanced T1-weighted images. The ComBat harmonisation method was applied to remove intrascanner variability. The Boruta wrapper algorithm was used for key feature selection. Three classification algorithms, logistic regression (LR), random forest (RF), and support vector machine (SVM), were applied to build the radiomics models. The area under the receiver operating characteristic curve (AUC) was calculated to compare the diagnostic performance of the models. Decision curve analysis (DCA) was conducted to determine the clinical usefulness of the models.

RESULTS

Among the 1980 features, Boruta finally selected nine radiomics features. A higher MSI prediction performance was achieved after running the ComBat harmonisation method. The SVM algorithm had the best performance, with AUCs of 0.921, 0.903, and 0.937 in the training, internal validation, and external validation cohorts, respectively. The DCA results showed that the SVM algorithm achieved higher net benefits than the other classifiers over a threshold range of 0.581-0.783.

CONCLUSION

The multisequence MRI-based radiomics models showed promise in preoperatively predicting the MSI status in EC in this multicentre setting.

Diffusion-weighted imaging-based radiomics in epithelial ovarian tumors: Assessment of histologic subtype

Background

Epithelial ovarian tumors (EOTs) are a group of heterogeneous neoplasms. It is importance to preoperatively differentiate the histologic subtypes of EOTs. Our study aims to investigate the potential of radiomics signatures based on diffusion-weighted imaging (DWI) and apparent diffusion coefficient (ADC) maps for categorizing EOTs.

Methods

This retrospectively enrolled 146 EOTs patients [34 with borderline EOT(BEOT), 30 with type I and 82 with type II epithelial ovarian cancer (EOC)]. A total of 390 radiomics features were extracted from DWI and ADC maps. Subsequently, the LASSO algorithm was used to reduce the feature dimensions. A radiomics signature was established using multivariable logistic regression method with 3-fold cross-validation and repeated 50 times. Patients with bilateral lesions were included in the validation cohort and a heuristic selection method was established to select the tumor with maximum probability for final consideration. A nomogram incorporating the radiomics signature and clinical characteristics was also developed. Receiver operator characteristic, decision curve analysis (DCA), and net reclassification index (NRI) were applied to compare the diagnostic performance and clinical net benefit of predictive model.

Results

For distinguishing BEOT from EOC, the radiomics signature and nomogram showed more favorable discrimination than the clinical model (0.915 vs. 0.852 and 0.954 vs. 0.852, respectively) in the training cohort. In classifying early-stage type I and type II EOC, the radiomics signature exhibited superior diagnostic performance over the clinical model (AUC 0.905 vs. 0.735). The diagnostic efficacy of the nomogram was the same as that of the radiomics model with NRI value of -0.1591 (P = 0.7268). DCA also showed that the radiomics model and combined model had higher net benefits than the clinical model.

Conclusion

Radiomics analysis based on DWI, and ADC maps serve as an effective quantitative approach to categorize EOTs.

[Clinical analysis of 48 cases of non-invasive fungal sinusitis]

Objective:To analyze the causes, imaging diagnosis, clinical characteristics and clinical effect of the endoscopic surgery of non-invasive fungal rhino-sinusitis.Method:A retrospective analysis of 48 patients diagnosed with fungal sinusitis by pathology.Result:Forty-eight cases of 40 cases are fungal sinusitis (40/48), the other 8 cases are allergic fungal rhinosinusitis. The two morphology, imaging, histopathology, treatment and outcome are not the same, more than half of the CT scan and endoscopic examination, have different degrees of anatomical abnormalities (26/28), 25 cases had a long-term frequent using of antibiotics. Postoperative follow-up 1-3 years, cured 43 cases, recurrence 5 cases, which has been cured after re-surgery and other comprehensive treatment. Conclusion: Nasal cavity anatomical abnormalities and the frequent use of antibiotics is closely related to the attack of fungal sinusitis. Sinus CT scane and nasal endoscopy is an important method for the diagnosis of fungal sinusitis, and endoscopic sinus surgery is an effective method of fungal sinusitis. The recurrence rate of allergic fungal sinusitis was higher (5/8), so comprehensive treatment was an importance measure to prevent recurrence. Caution with antibiotics and hormones is to prevent fungal sinusitis occurred in a factor that can not be ignored.

Therapeutic influence of intraperitoneal injection of Wharton's jelly-derived mesenchymal stem cells on oviduct function and fertility in rats with acute and chronic salpingitis

To study the effect of Wharton's jelly-derived mesenchymal stem cells (WJMSCs) on the rat salpingitis model, 50 female Wistar rats were randomly divided into one control and five model groups. Mixed bacteria were injected into the oviducts of model groups. The treated acute and chronic groups received intraperitoneal injections of WJMSCs (1 x 10(6)) once a week for three weeks. Serum inflammation factor, collagen fiber content and oviduct-specific glycoprotein (OVGP) levels were detected in control, chronic, ex-treatment acute and chronic, and treated acute and chronic groups (N = 5 for each group). Pregnancy rate and litter size of control, chronic, treated acute and treated chronic groups were compared. Serum TNF-α and INF-γ levels increased in ex-treatment acute and chronic groups, and restored to normal in the acute treated group but not in the treated chronic group. Oviduct collagen fibers did not increase significantly before or after treatment in the acute group, but it increased in the ex-treatment chronic group and did not improve after treatment. After treatment, OVGP levels restored to normal in the acute group but reduced in the ex-treatment and treated chronic groups and chronic group. The pregnancy rate and litter size of the treated acute group recovered to normal, but in the treated chronic group and chronic model group, they decreased significantly. Thus, intraperitoneal injection of WJMSCs could recover the function of the oviduct in acute salpingitis rats, but its effect on chronic salpingitis was poor. Timely treatment of salpingitis is crucial to preserve reproductive function.

Short-time critical dynamics of the two-dimensional random-bond Ising model

With Monte Carlo simulations we investigate the nonequilibrium critical dynamic behavior of the two-dimensional random-bond Ising model. Based on the short-time dynamic scaling form, we estimate all the static and dynamic exponents from dynamic processes starting with both disordered and ordered states. Corrections to scaling are carefully considered.

Monte Carlo simulations of short-time critical dynamics with a conserved quantity

With Monte Carlo simulations, we investigate short-time critical dynamics of the three-dimensional antiferromagnetic Ising model with a globally conserved magnetization m(s) (not the order parameter). From the power law behavior of the staggered magnetization (the order parameter), its second moment and the autocorrelation, we determine all static and dynamic critical exponents as well as the critical temperature. The universality class of m(s)=0 is the same as that without a conserved quantity, but the universality class of nonzero m(s) is different.