1.Different induction methods for bone marrow mesenchymal stem cells
Chuanqiang DAI ; Xufeng JIA ; Lin ZHANG ; Ge ZHANG
Chinese Journal of Tissue Engineering Research 2015;(28):4503-4507
BACKGROUND:Transformation growth factor beta 1 is mostly used to induce the chondrogenic differentiation of bone marrow mesenchymal stem cel s, but there is a poor induction efficacy.
OBJECTIVE:To explore the chondrogenic differentiation of bone marrow mesenchymal stem cel s co-cultured with articular chondrocytes or induced by transforming growth factor beta 1.
METHODS:Articular chondrocytes and bone marrow mesenchymal stem cel s from SD rats were harvested and divided into 1:2, 2:1, 1:1 concentration groups. Cel s induced by transforming growth factor beta 1 acted as control group. After 20 days of induced culture, MTT was used to detect cel viability, alcian blue colorimetric assay was applied to measure glycosaminoglycan content, and western blot assay was employed to determine the expression of col agen type II.
RESULTS AND CONCLUSION:The absorbance value in the control group was significantly lower than that in the 1:1 and 2:1 groups (P<0.05). Glycosaminoglycan content and protein expression of col agen type II were also lower in the control group than the 1:2, 1:1, 2:1 groups. But there was no difference between 1:1 and 2:1 groups (P>0.05). The results show that bone marrow mesenchymal stem cel s co-cultured with articular chondrocytes can be induced to differentiate into chondrocytes, and meanwhile, there is a saturation phenomenon during the chondrogenic differentiation of bone marrow mesenchymal stem cel s.
2.Evaluation of the correlation between diabetic retinopathy and diabetic ne-phropathy by emission computed tomography and clinical testing data via convolutional neural network
Juan TANG ; Qinghua LI ; Xiuying DENG ; Ting LU ; Guoqiang TANG ; Zhiwu LIN ; Xingde LIU ; Xiaoli WU ; Qilin FANG ; Ying LI ; Xiao WANG ; Yan ZHOU ; Biao LI ; Chuanqiang DAI ; Tao LI
Recent Advances in Ophthalmology 2024;44(2):127-132
Objective To evaluate the relationship between diabetic nephropathy(DN)and diabetic retinopathy(DR)in patients with type 2 diabetes mellitus(T2DM)based on imaging and clinical testing data.Methods Totally 600 T2DM patients who visited the First People's Hospital of Ziyang from March 2021 to December 2022 were included.The fundus photography and fundus fluorescein angiography were performed on all these patients and their age,gender,T2DM duration,cardiovascular diseases,cerebrovascular disease,hypertension,smoking history,drinking history,body mass in-dex,systolic blood pressure,diastolic blood pressure and other clinical data were collected.The levels of fasting blood glu-cose(FPG),triglyceride(TG),total cholesterol(TC),high-density lipoprotein cholesterol(HDL-C),low-density lipo-protein cholesterol(LDL-C),glycosylated hemoglobin(HbA1c),24 h urinary albumin(UAlb),urinary albumin to creati-nine ratio(ACR),serum creatinine(Scr)and blood urea nitrogen(BUN)were measured.Logistic regression was used to analyze the risk factors associated with DR.DR staging was performed according to fundus images,and the convolutional neural network(CNN)algorithm was used as an image analysis method to explore the correlation between DR and DN based on emission computed tomography(ECT)and clinical testing data.Results The average lesion area rates of DR and DN detected by the CNN in the non-DR,mild-non-proliferative DR(NPDR),moderate-NPDR,severe-NPDR and pro-liferative DR(PDR)groups were higher than those obtained by the traditional algorithm(TCM).As DR worsened,the Scr,BUN,24 h UAlb and ACR gradually increased.Besides,the incidence of DN in the non-DR,mild-NPDR,moderate-NPDR,severe-NPDR and PDR groups was 1.67%,8.83%,16.16%,22.16%and 30.83%,respectively.Logistic regression analysis showed that the duration of T2DM,smoking history,HbA1c,TC,TG,HDL-C,LDL-C,24 h UAlb,Scr,BUN,ACR and glomerular filtration rate(GFR)were independent risk factors for DR.Renal dynamic ECT analysis demonstrated that with the aggravation of DR,renal blood flow perfusion gradually decreased,resulting in diminished renal filtration.Conclusion The application of CCN in the early stage DR and DN image analysis of T2DM patients will improve the diag-nosis accuracy of DR and DN lesion area.The DN is worsening as the aggravation of DR.