Objective:To evaluate the value of prostate specific membrane antigen (PSMA) PET/CT-based radiomics models in differentiation between prostate cancer and benign prostatic hyperplasia (BPH).Methods:Data from 50 patients with prostate cancer (age: (70.0±8.8) years) and 25 patients with BPH (age: (66.9±9.4) years) who underwent 18F-PSMA-1007 PET/CT imaging and prostate biopsy in the First Affiliated Hospital of Xi′an Jiaotong University from May 2020 to September 2022 were retrospectively collected. Patients were divided into the training set ( n=53) and test set ( n=22) in the ratio of 7∶3 by using random seed number. The ROIs were delineated based on PET and CT images, and radiomics features were extracted respectively. Feature selection was performed using the minimum redundancy and maximum relevance (mRMR) and the least absolute shrinkage and selection operator (LASSO) algorithm. PET and PET/CT radiomics models were generated using logistic regression. ROC curve analysis was employed for model evaluation. In addition, comparisons of the 2 radiomics models with parameters including the ratio of free prostate specific antigen (fPSA)/total prostate specific antigen (tPSA), PET metabolic parameters, as well as prostate cancer molecular imaging standardize evaluation (PROMISE) were conducted (Delong test). Results:A total of 7 features were included in the PET radiomics model, and 3 CT-based features and 4 PET-based features were included in the PET/CT radiomics model. The AUCs of PET and PET/CT radiomics models in the training set and test set were 0.941, 0.914 and 0.965, 0.914, respectively, which were higher than those of fPSA/tPSA (0.719 and 0.710), SUV max(0.748 and 0.800), peak of SUV (SUV peak, 0.722 and 0.771), metabolic tumor volume (MTV, 0.640 and 0.595), total lesion uptake (TLU, 0.525 and 0.476) and PROMISE (0.644 and 0.667)[ z values for the training set: from -6.26 to -3.13, all P<0.01; z values for the test set: from -3.16 to -1.08, P>0.05 (fPSA/tPSA, SUV max, SUV peak) or P<0.05 (MTV, TLU, PROMISE)]. The differential diagnostic accuracy, sensitivity and specificity of PET and PET/CT radiomics models in the test set were 86.36%(19/22), 13/15, 6/7 and 90.91%(20/22), 15/15, 5/7, respectively. Conclusion:Compared with the clinical and PET parameters, PSMA PET/CT-based radiomics model can further improve the efficiency of differential diagnosis between prostate cancer and BPH.

Background: CBA/J mice are standard experimental animals in auditory studies, and age-related changes in auditory pathways are well documented. However, changes in locomotion-related brain regions have not been systematically explored. Results: We showed an increase in immunoreactivity for glial fibrillary acidic protein (GFAP) in the cerebellar molecular layer associated with Purkinje cells in mice at 24 weeks of age but not in the younger mice. Increased GFAP immunoreactivity appeared in the form of clusters and distributed multifocally consistent with hyperplasia of astrocytes that were occasionally associated with Purkinje cell degeneration. Three out of 12 animals at 16 and 24 weeks of age exhibited pre-convulsive clinical signs. Two of these 3 animals also showed increased GFAP immunoreactivity in the cerebellum. Rotarod behavioral assessments indicated decreased performance at 24 weeks of age. Conclusions These results suggest minimal to mild reactive astrocytosis likely associated with Purkinje cell degeneration in the cerebellum at 24 weeks of age in CBA/J mice. These findings should be taken into consideration prior to using this mouse strain for studying neuroinflammation or aging.

Background: CBA/J mice are standard experimental animals in auditory studies, and age-related changes in auditory pathways are well documented. However, changes in locomotion-related brain regions have not been systematically explored. Results: We showed an increase in immunoreactivity for glial fibrillary acidic protein (GFAP) in the cerebellar molecular layer associated with Purkinje cells in mice at 24 weeks of age but not in the younger mice. Increased GFAP immunoreactivity appeared in the form of clusters and distributed multifocally consistent with hyperplasia of astrocytes that were occasionally associated with Purkinje cell degeneration. Three out of 12 animals at 16 and 24 weeks of age exhibited pre-convulsive clinical signs. Two of these 3 animals also showed increased GFAP immunoreactivity in the cerebellum. Rotarod behavioral assessments indicated decreased performance at 24 weeks of age. Conclusions These results suggest minimal to mild reactive astrocytosis likely associated with Purkinje cell degeneration in the cerebellum at 24 weeks of age in CBA/J mice. These findings should be taken into consideration prior to using this mouse strain for studying neuroinflammation or aging.

For a minimally invasive approach to access the facial nerve, we designed an extended epitympanotomy via a transmastoid approach that has proven useful in cases of traumatic facial nerve palsy and pre-cholesteatoma. To evaluate the surgical exposure through an extended epitympanotomy, six patients with traumatic facial nerve palsy were enrolled in this study. The same surgical technique was used in all patients. Patients were assessed and the degree of facial nerve paralysis was determined prior to surgery, 1-week post-operatively, and 6-months post-operatively using the House-Brackmann grading system. In all cases, surgical exposure was adequate. All patients with traumatic facial nerve palsy were male and the age range was 13 to 83 years. In all cases, the location of the facial nerve damage was limited to the area between the first and second genu. Symptoms of all the patients improved by 6 months post-operation (p=0.024). There were no complications in any of the patients. Extended epitympanotomy is useful for safe, rapid surgical exposure of the attic area, sparing the patient post-operative dimpling, skin incision complications, and lengthy exposure to anesthesia. We suggest that surgery for patients with facial nerve palsy secondary to trauma be performed using this described technique.
Anesthesia ; Decompression ; Ear, Middle ; Facial Nerve ; Humans ; Male ; Mastoid ; Middle Ear Ventilation ; Minimally Invasive Surgical Procedures ; Paralysis ; Skin

Objective To explore the changes of dopamine D2 receptor in dopamine pathway in in-somnia patients and discuss its clinical significance. Methods From January 2016 to December 2016, 15 patients with insomnia (1 male, 14 females, age:(44.3±8.6) years) and 15 gender-/age-matched-healthy volunteers (control group;3 males, 12 females, age:(40.5±9.0) years) were included to undergo resting brain 11C-Raclopride PET/CT imaging. The D2 receptor binding potential (BPND) of the dopamine pathway was calculated by molecular imaging and kinetic analysis toolbox ( MIAKAT) software. The BP ND , Hamilton depression scale ( HAMD) , transient and graphics memory scale results were compared with two-sample t test and Mann-Whitney u test between the two groups. Pearson correlation analysis was used to evaluate the correlation between BPND(nucleus accumbens, caudate nucleus, putamen) and Pittsburgh sleep quality in-dex ( PSQI) , HAMD, course of disease, transient memory and graphical memory scale scores in the patient group. Results The BP ND in bilateral putamen, nucleus accumbens and left caudate nucleus of patients was lower than that of controls( left putamen:z=-2.717, right putamen:z=-2.883, both P<0.01;left nu-cleus accumbens:t=-2.269, right nucleus accumbens:t=-2.410, both P<0.05;left caudate nucleus:t=-2.632,P<0. 05), but the BPND level of right caudate nucleus was not significantly different(z=-0.850, P>0.05) . The scores of HAMD in the patient group were higher than those in control group ( t=10. 273, P<0. 01), while the scores of instantaneous memory (t=-4.888, P<0.01) and graphical memory scale (t=-2.624, P<0.05) were lower. There were significant negative correlations between the BP ND of bilateral nucleus ac-cumbens, caudate nucleus and putamen and the course of insomnia in the patient group ( r range:-0.761 to-0.682, all P<0.01) . Conclusion Patients with insomnia have abnormal neurotransmitter system of dopa-mine D2 and it may play a role in the pathogenesis of insomnia.

Introduction: The present study aimed to determine the prevalence of hypertension and itsassociation with nutritional status (body mass index, body fat percentage, and visceral fat) amongstudents in a public university in Sarawak, Malaysia.Methods: This was a cross-sectional study among undergraduate students aged 18 years old andabove. Anthropometric measurements, such as weight, height, body composition, and bloodpressure measurements, were collected. Hypertension was defined as equal or more than 140/90mmHg. Statistical analyses were done using IBM SPSS version 20.Results: A total of 354 respondents participated in the study. Mean age for the respondents was21 years (SD 1.18 years). About 40% of the respondents were overweight or obese. Prevalence ofhypertension was 8.2%. Mean systolic blood pressure was 119.1mmHg (SD14.36mmHg), and themean diastolic blood pressure was 72.6mmHg (SD 9.73mmHg). There is a significant associationbetween male gender (odds ratio =3.519, 95% CI is 1.886-6.566), body fat percentage (odds ratio=1.944, 95% CI is 1.050-3.601), visceral fat (odds ratio = 2.830, 95% CI is 1.346-5.951), andfamily history of hypertension (odds ratio= 2.366, 95% CI is 1.334-4.194) and hypertension.Conclusion: The prevalence of hypertension was less than 10% and is associated with malegender, body composition, and family history of hypertension.

Dyslipidemia is a risk factor for cardiovascular diseases (CVDs) in patients with diabetes, and non-high-density lipoprotein cholesterol (non-HDL-C) is a better predictor of CVDs than low-density lipoprotein cholesterol (LDL-C) in patients with diabetes. Therefore, we aimed to investigate the distribution of non-HDL-C and the prevalence of high non-HDL-C level in Chinese patients with diabetes mellitus and identify the associated risk factors. Non-HDL-C concentration positively correlated with total cholesterol, triglycerides, and LDL-C concentrations. Although both non-HDL-C and LDL-C concentration both related positively with TC concentration, the magnitude of correlation was relatively higher for non-HDL-C. The prevalence of high non-HDL-C (⋝4.14 mmol/L) was higher in two age groups (55-64 years: 46.7%; 65-79 years: 47.3%) than other age groups (18-24 years: 4.2%; 25-34 years: 43.6%; 35-44 years: 38.1%; 45-54 years: 41.0%). It was also higher among overweight (45.1%), generally obese (50.9%), or abdominally obese (47.3%) subjects, compared with normal weight subjects (34.5%). The risk of high non-HDL-C increased with advancing age. Both general obesity [odds ratio (OR)=1.488, 95% confidence interval (CI): 1.003-2.209] and abdominal obesity (OR=1.561, 95% CI: 1.101-2.214) were significantly associated with high non-HDL-C levels.
Adolescent ; Adult ; China ; epidemiology ; Cross-Sectional Studies ; Diabetes Mellitus ; epidemiology ; etiology ; Female ; Humans ; Hypercholesterolemia ; epidemiology ; Male ; Middle Aged ; Prevalence ; Risk Factors ; Young Adult

Single particle analysis, which can be regarded as an average of signals from thousands or even millions of particle projections, is an efficient method to study the three-dimensional structures of biological macromolecules. An intrinsic assumption in single particle analysis is that all the analyzed particles must have identical composition and conformation. Thus specimen heterogeneity in either composition or conformation has raised great challenges for high-resolution analysis. For particles with multiple conformations, inaccurate alignments and orientation parameters will yield an averaged map with diminished resolution and smeared density. Besides extensive classification approaches, here based on the assumption that the macromolecular complex is made up of multiple rigid modules whose relative orientations and positions are in slight fluctuation around equilibriums, we propose a new method called as local optimization refinement to address this conformational heterogeneity for an improved resolution. The key idea is to optimize the orientation and shift parameters of each rigid module and then reconstruct their three-dimensional structures individually. Using simulated data of 80S/70S ribosomes with relative fluctuations between the large (60S/50S) and the small (40S/30S) subunits, we tested this algorithm and found that the resolutions of both subunits are significantly improved. Our method provides a proof-of-principle solution for high-resolution single particle analysis of macromolecular complexes with dynamic conformations.
Algorithms ; Computer Simulation ; Cryoelectron Microscopy ; methods ; Crystallography, X-Ray ; Humans ; Macromolecular Substances ; chemistry ; Models, Molecular ; Protein Conformation ; Ribosomes ; chemistry