Objective:To investigate the relationship between non-alcoholic fatty liver disease(NAFLD) and hepatic fibrosis and skeletal muscle mass in patients with type 2 diabetes mellitus(T2DM).Methods:A total of 685 T2DM patients diagnosed at the Endocrinology department of Lanzhou University First Hospital, from April 2022 to May 2023, were divided into NAFLD and Non-NAFLD groups, and the NAFLD group was further categorized into fibrosis and non-fibrosis based on aspartate aminotransferase(AST) /alanine aminotransferase(ALT) level. The differences in appendicular skeletal muscle mass(ASM), appendicular skeletal muscle mass index(ASMI), and the prevalence of muscle mass loss were compared across groups. The correlations between ASMI and NAFLD, as well as liver fibrosis were analyzed by binary logistic regression.Results:Among male T2DM patients, those with NAFLD had lower ASMI levels and a higher prevalence of muscle mass reduction compared to non-NAFLD group. Among female T2DM patients, those with NAFLD had lower levels of ASM and ASMI, and a higher prevalence of muscle mass reduction compared to non-NAFLD group. ASMI levels in both male and female T2DM patients were independently negatively correlated with NAFLD risk( OR=-0.696, 95% CI 0.579-0.837; OR=-0.757, 95% CI 0.629-0.911). In NAFLD patients, ASM and ASMI levels were lower in those with liver fibrosis compared to those without fibrosis; however, the prevalence of muscle mass reduction did not differ significantly. Among male NAFLD patients, ASMI levels were independently negatively correlated with the risk of liver fibrosis( OR=-0.726, 95% CI 0.537-0.983), while no correlation was found in female patients. Conclusion:Reduced muscle mass is independently associated with the risk of NAFLD in both male and female T2DM patients. In males, reduced muscle mass is also independently related to the risk of liver fibrosis.

Objective:To develop a deep learning architecture based on 3D Transformers to predict dose distribution within intensity modulated radiation therapy (IMRT) plans for lung cancer.Methods:Clinical data of 174 lung cancer patients treated with IMRT in Chongqing University Cancer Hospital between January 2020 and December 2022 were retrospectively analyzed. All patients were divided into the training ( n=116), validation ( n=29), and test ( n=29) sets. We employed the Swin Unet Transformer (Swin Unetr) model to predict the three-dimensional dose distribution. The model was trained using computed tomography (CT) images, planning target volume (PTV) images, organs at risk (OAR) images, beam configuration information images, and distance images. We used various evaluation metrics such as mean absolute errors (MAE), Dice similarity coefficients (DSC), and dose volume histogram (DVH) dosimetric parameters to assess the performance of Swin Unetr and compared it with three mainstream deep learning models: CGAN, ResSEUnet, and ResUnet. Results:The MAE of the dose distribution prediction by Swin Unetr was recorded at 0.0143±0.0055. Conversely, the values of CGAN, ResSEUnet, and ResUnet were 0.0162±0.0055, 0.0167±0.0063, and 0.0164±0.0057, respectively. Furthermore, Swin Unetr achieved the highest DSC values (>0.85) across all isodose volumes. Regarding DVH dosimetric parameters, excluding D 2% of PTV and D mean of the heart, Swin Unetr exhibited no statistically significant differences in the remaining DVH dosimetric parameters (all P>0.05), demonstrating the best evaluation results in 66.67% of the overall dosimetric parameters and 75% of the PTV dosimetric parameters. Conclusions:Swin Unetr achieves the best score in multiple dosimetric evaluation indicators, and the highest DSC across all isodose volumes. Swin Unetr has significantly improved the accuracy of three-dimensional dose prediction during IMRT for lung cancer.

Trimethylamine N-oxide (TMAO) is an intestinal flora metabolite produced in the liver by the oxidation of trimethylamine (TMA) by hepatic enzymes. Recently, it has been found that plasma TMAO levels play an important role in the development and progression of osteoporosis. This review has presented the physiological functions and metabolic processes of TMAO, and its effects on the development and progression of osteoporosis through oxidative stress and inflammation. Plasma TMAO levels are influenced by diet as well as medications, which provides a new perspective and target for the treatment and prevention of osteoporosis.

Objective:To evaluate the teaching effectiveness of independent experimental design from students' active learning behavior, and further provide the basis for advancing the reform of functional experimental teaching and teaching quality.Methods:In June 2019, 186 undergraduates (5-year-programme and 8-year-programme) of Xiangya School of Medicine were included in the teaching research. Self-administered questionnaires were applied to characterize students' active learning behavior in independent experimental design education. Spearman rank correlation analysis and Logistic regression analysis were used in the study. SPSS 23.0 was used for descriptive analysis of the data.Results:During the independent experimental design, 85.0%(158/186) of the students thought it was necessary and important to conduct independent experimental design education; 72.6%(135/186) of the students tentatively raised new scientific questions; 97.8%(182/186) of the students actively searched literature; 77.4%(144/186) of the students participated in reply positively. The value of correlation coefficient of actively learning behavior "tentatively raising new science questions" and teaching effectiveness "improving the ability of scientific thinking" was 0.81. And only 42.5%(79/186) of the students agreed that students needed to summarize after reporting.Conclusion:Independent experimental design education is welcomed and widely accepted by students, which has effectively improved the capacity for scientific research and innovation spirit of students. Whether students' active learning behavior can be fully mobilized in the education practice is closely related to the teaching effect. And the cultivation of leadership and leading consciousness still need to be improved.

Objective To study the expression of silent information regulator (SIRT) in brains of rats with chronic fluorosis and reveal the correlation between SIRT1 and the ability of learning and memory of rats.Methods Sixty SD rats were selected and their body weight was (100 ± 20) g,according to the body mass of the rats,random number table method was used to divide rats into control group,low and high fluoride groups,experimental period was 3 and 6 months (ten rats in each experimental period,half males and half females).In control group,the rats were fed with drinking water containing no more than 0.5 mg/L fluoride;the rats in low and high fluoride groups were fed drinking water containing 5.0 and 50.0 mg/L fluoride,respectively.All of rats were fed the same standard food containing no more than 0.6 mg/kg fluoride.Three degree method was used to check the formation of dental fluorosis.Rat urinary fluoride was determined via the fluoride electrode method;Morris water maze method was used to detect the ability of learning and memory of rats (the escape latency time,the number of crossing the platform and stay time in platform quadrant);the protein and mRNA expression levels of SIRT1 were detected by Western blotting and Real-time PCR,respectively.Results In the experimental period of 3 and 6 months,no dental fluorosis was observed of rats in control group,but there were different degrees of dental fluorosis in low and high fluoride groups,especially in high fluoride group.The urinary fluorine contents [(1.60 ± 0.09),(1.91 ± 0.16) mg/L;(1.94 ± 0.19),(2.31 ± 0.18) mg/L] of rats fed with low and high fluoride for 3 or 6 months were significantly higher than those in control group [(1.08 ± 0.15),(1.09 ± 0.17) mg/L,P ＜ 0.05].The escape latency time [(18.36 ± 2.80) s] of rats in the high fluoride group at the end of 3 months was higher than that of control group [(6.68 ± 3.01) s,P ＜ 0.05],the number of stay time in platform quadrant [(12.91 ± 3.25) s] was lower than that of control group [(19.97 ± 3.30) s,P ＜ 0.05].The escape latency time [(15.46 ± 4.56),(28.16 ± 4.00) s] of rats in low and high fluoride groups at the end of 6 months were all higher than that of control group [(6.62 ± 2.31) s,P ＜ 0.05];the number of crossing the platform and stay time in platform quadrant [(2.25 ± 1.71) times,(12.73 ± 3.55) s;(1.40 ± 1.15) times,(9.26 ± 1.72) s] of these rats were significantly lower than those of the control group [(4.00 ± 1.58) times,(19.53 ± 4.36) s,P ＜ 0.05].The expression levels of protein [(73.84 ± 9.68)％,(73.23 ± 4.51)％;(53.30 ± 17.63)％,(54.69 ± 18.71)％] and mRNA [(70.33 ± 4.89)％,(66.27 ± 3.38)％;(37.72 ± 4.89)％,(44.15 ± 1.74)％] of SIRT1 in the hippocampus and cortex of rats fed with high fluoride for 3 or 6 months were significantly lower than those in control group [(100.00 ± 13.51)％,(100.00 ± 13.60)％;(100.00 ± 15.37)％,(100.00 ± 12.19)％;(100.00 ± 2.65)％,(100.00 ± 4.34)％;(100.00 ± 3.40)％,(100.00 ± 4.52)％,P ＜ 0.05].Whereas,the decreased expression levels of protein [(77.65 ± 14.51)％,(71.51 ± 8.27)％] and mRNA [(57.78 ± 1.96)％,(63.76 ± 2.16)％] of SIRT1 in the hippocampus and cortex of rats in the low fluoride group were only observed at the end of 6 month of experiment (P ＜ 0.05).The expression of protein of SIRT1 in the hippocampus and cortex of rats in 3 or 6 months was negatively correlated with the escape latency time of rats (r=-0.598 5,-0.493 2;-0.782 6,-0.777 3,P＜ 0.05),and it was positively correlated with the number of crossing the platform (r =0.547 7,0.523 3;0.720 5,0.715 4,P ＜ 0.05).Conclusion The decrease of the ability of learning and memory in rats with chronic fluorosis may be related to the decreased expression of SIRT1 influenced by chronic fluorosis.

Objective To detect the expression of peroxisome proliferator-activated receptor γ (PPARγ) in the brains of rats with chronic fluorosis and elucidate the relationship between PPARγand oxidative stress in chronic fluorosis.Methods According to body weight (100-120 g),sixty healthy SD rats were divided into control group (less than 0.5 mg/L fluoride in drinking water),low fluoride group (5.0 mg/L fluoride in drinking water,prepared by NaF),and high fluoride group (50.0 mg/L fluoride in drinking water) via the random number table method,20 rats in each group (half male and half female).The experiment periods were 3 and 6 months,respectively.Then 24-hour urine samples of rats were collected from each group,all rats were put to death and brain tissues were taken.The fluoride contents in urine and brain tissue were measured with fluoride-ion selective electrode;the levels of PPARγ protein and mRNA in the cortex and hippocampus were determined by Western blotting and Real-time fluorescence quantitative PCR,respectively;and the activities of superoxide dismutase (SOD) and level of malondialdehyde (MDA) in serum were detected by xanthine oxidase method and thiobarbituric acid method;the correlation between PPARγ protein expression and oxidative stress was analyzed.Results After 3 and 6 months of treatment,the contents of fluoride in urine and brain in low fluoride group [(1.57 ± 0.18) mg/L,(3.43 ± 0.70) μg/g;(1.79 ± 0.17) mg/L,(7.40 ± 1.21) μg/g] were higher than those of control group [(1.11 ± 0.17) mg/L,(2.39 ± 0.50) μg/g;(1.02 ± 0.15) mg/L,(2.87 ± 0.82) μg/g,P ＜ 0.05],and the values in high fluoride group [(1.91 ± 0.23) mg/L,(6.70 ± 0.87) μg/g;(2.44 ± 0.51) mg/L,(12.10 ± 1.30) μg/g] were significantly higher than those in low fluoride group (P ＜ 0.05).In high fluoride group after 3 months of treatment,the expression of PPARγprotein [(79.00 ± 3.46)％,(80.35 ± 2.50)％] and mRNA [(79.11 ± 11.18)％,(82.10 ± 9.94)％] in hippocampus and cortex of rat brains were significantly lower than those of low fluoride group [(104.01 ± 5.77)％,(101.17 ± 6.35)％;(112.88 ± 22.15)％,(101.14 ± 8.60)％,P＜ 0.05];the expression of PPARγprotein [(64.32 ± 10.43)％,(60.20 ± 10.92)％] and mRNA [(41.03 ± 9.93)％,(52.25 ± 11.48)％] in the same brain regions of the rats after 6 months of treatment in high fluoride group were significantly lower than those of control group [(99.99 ± 11.19)％,(100.00 ± 11.30)％;(100.00 ± 10.00)％,(100.00 ± 9.00)％] and low fluoride group [(73.88 ± 3.36)％,(81.50 ± 14.90)％;(76.02 ± 8.65)％,(73.36 ± 7.43)％,P ＜ 0.05].The activities of SOD in serum in low and high fluoride groups after 6 month treatment [(37.94 ± 1.92),(35.54 ± 2.53) U/ml] were significantly lower than that of control group [(41.24 ± 0.66) U/ml,P ＜ 0.05],and the value in high fluoride group was lower than that in low fluoride group (P ＜ 0.05);serum MDA contents in high fluoride group after 3 and 6 month treatment [(8.29 ± 1.49),(11.63 ± 1.04) nmol/mg pr] were higher than those in low fluoride group [(6.39 ± 0.69),(7.50 ± 1.64) nmol/mg pr] and control group [(5.02 ± 0.71),(5.87 ± 1.03) nmol/mg pr,P ＜ 0.05].The correlation analysis results showed the levels of PPARγprotein in hippocampus and cortex of rats were negatively correlated with fluoride contents in brain tissues (3 month:r=-0.769,-0.793;6 month:r =-0.832,-0.870;P ＜ 0.05),positively correlated with SOD activities (3 month:r =0.550,0.826;6 month:r =0.822,0.896;P ＜ 0.05) and negatively correlated with MDA contents (3 month:r =-0.703,-0.609,6 month:r =-0.792,-0.657;P ＜ 0.05) in serum.Conclusions Declined expression of PPARγat protein and mRNA levels has been detected in brains of rats with chronic fluorosis,which might be related to the increase of oxidative stress.PPARγ may be involved in the occurrence of chronic fluorosis.

This study aims to explore the differences of event-related potential (ERP) between attention deficit hyperactivity disorder (ADHD) and normal children, so that these differences provide scientific basis for the diagnosis of ADHD. Eight children were identified to be ADHD group by the diagnostic criteria of DSM-IV (diagnostic and statistical manual of mental disorders-IV), and the control group also consisted of 8 normal children. Modified visual-continuous performance test (CPT) was used as the experiment paradigm. The experiment included two major conditions, i. e. Go and NoGo. All the 16 subjects participated in the study. A high density EEG acquisition instrument was used to record the EEG signal and processed these EEG data by means of ERP and spectrum analysis. P2-N2 peak-peak value and spectral peak around 11 Hz were analyzed between ADHD subjects and those in the control group, and then statistical tests were applied to these two groups. Results showed that: (1) Under the condition of Go, ADHD group had a significant lower P2-N2 peak-peak value than the values in the control group (P < 0.05); but under the condition of NoGo there was no significant difference in between. (2) Compared with the control group, the ADHD group had significant lower spectral amplitude around 11 Hz under the condition of NoGo (P < 0.05). However, under the condition of Go the difference was insignificant. In conclusion, there is certain cognitive dysfunction in ADHD children. P2-N2 peak-peak value and spectral peak around 11 Hz could be considered as clinical evaluation indexes of ADHD children's cognitive function. These two objective indexes provide an early diagnosis and effective treatment of ADHD.
Attention Deficit Disorder with Hyperactivity ; diagnosis ; physiopathology ; Brain ; physiopathology ; Case-Control Studies ; Child ; Cognition Disorders ; diagnosis ; physiopathology ; Electroencephalography ; Evoked Potentials ; Humans