We searched and retrieved literature on the topic of medical image processing published on SCI journals in the past 10 years. We then imported the retrieved literature into TDA for data cleanup before data analysis and pro cessing by EXCLE and UCINET to generate tables and figures that could indicate disciplinary correlation and research hotspots from the perspective of bibliometrics. The results indicated that people in Europe and USA were leading researchers on medical image processing with close international cooperation. Many disciplines contributed to the fast development of medical image processing with intense interdisciplinary researches. The papers that we found show recent research hotspots of the algorithm, system, model, image and segmentation in the field of medical image processing. Cluster analysis on key words of high frequency demonstrated complicated clustering relationship.
Algorithms ; Bibliometrics ; Cluster Analysis ; Diagnostic Imaging ; trends ; Humans ; Image Processing, Computer-Assisted ; trends ; International Cooperation

Objective To investigate the inhibitory effect of IN5 from chlamydiaphage phiCPG1 capsid protein Vp1 on Chlamydia trachomatis (Ct).Methods PCR was used to amplify IN5 gene from Vp1 DNA of phiCPG1, then the recombinant plasmid pET28a/IN5 was constructed.After transformation, the fusion protein IN5 was induced,identified and purified.Ct was incubated with the purified IN5 protein or Vp1 protein.After 48 h of incubation, the inclusion bodies were counted with iodine staining and indirect immunofluorescence.One-way ANOVA was used to compare the difference of inclusion bodies among groups.If the difference among the groups was statistically significant, the Bonferroni method was used to compare any two mean values.Finally, the inhibitory rate of IN5 protein and Vp1 protein to Ct was calculated.Results IN5 protein from chlamydiaphage phiCPG1 capsid protein Vp1 was successfully obtained.At the same concentration of 53μg/mL,the inhibitory rates of Ct growth in IN5 and in Vp1 groups were 52.42% and 78.04%, respectively.Conclusion IN5 protein has inhibitory effect on the growth of Ct,but the inhibitory rate is lower than that of Vp1, which provides a preliminary clue for searching the dominant region of Vp1 protein inhibiting the growth of Ct.

Objective To investigate the effect of intestinal flora on the efficacy of polyethylene glycol losenatide(PEX168)in mice with type 2 diabetes mellitus(T2DM).Methods A total of 50 healthy male C57BL/6 mice were fed with a high-fat diet combined with STZ to establish a T2DM mouse model.Among them,40 were successfully modeled and divided into T2DM group(n=10)and PEX168 group(n=30).PEX168 group was further divided into two sub groups according to HbA1c:ideal group(IE subgroup,HbA1c≤6.5%,n=12)and unsatisfactory group(NE subgroup,HbA1c>6.5%,n=12).IE subgroup was fecal donor,NE subgroup was recipientand further divided into fecal bacteria transplantation subgroup(FMT,n=5)and Sham subgroup(Sham,n=5).Fecal bacteria transplantation(FMT)was used to transfer fecal bacteria from IE group to FMT group.Body weight,food intake and blood glucose were measured every 2 weeks in all the groups.FPG,FIns,HbA1c and insulin resistance index(HOMA-IR)were compared on the 7th day after 10 weeks of intervention in all the groups.Results FPG and body weight were lower at the 4th,6th,8th and 10th week(P<0.05),and food intake was lower in PEX168 group than in T2DM group at the 2nd,4th,6th,8th and 10th week(P<0.05).At the 4th,6th,8th and 10th week after administration,the FPG and body weight were lower in IE subgroup than in NE subgroup(P<0.05),and the food intake was lower at the 0th,4th,8th and 10th week after administration than in NE subgroup(P<0.05).The FBG,body weight and food intake were lower in FMT subgroup than in Sham subgroup at 4,6 and 8 weeks(P<0.05).The FPG,HbA1c,2 hPG,FIns and HOMA-IR were lowerin PEX168 group after treatment than in PEX168 group before treatment and T2DM group after treatment(P<0.05).FPG,HbA1c,FIns,2 hPG and HOMA-IR were lower in IE subgroup after treatment than in IE subgroup before treatment and NE subgroup after treatment(P<0.05).FPG,HbA1c,FIns,2 hPG and HOMA-IR were lower in FMT subgroup after treatment than in FMT subgroup before treatment and Sham subgroup after treatment(P<0.05).Conclusions Differences in intestinal flora between individuals affect the efficacy of PEX168.FMT treatment can improve the composition of intestinal flora and affect the efficacy of PEX168.

Objective:To explore the prevalence and independent associated factors of vascular calcification (VC) in non-dialysis chronic kidney disease (CKD) patients of stage 3-5.Methods:It was a single-center cross-sectional observational study. Non-dialysis stage 3-5 CKD patients ≥18 years old who were admitted to the Department of Nephrology, the First Affiliated Hospital of Sun Yat-sen University from May 1, 2022 to December 31, 2022 with VC evaluation were enrolled. The patients' general information, laboratory examination and imaging data were collected. Coronary artery calcification (CAC), thoracic aorta calcification (TAC), abdominal aorta calcification (AAC), carotid artery calcification and aortic valve calcification (AVC) were evaluated by cardiac-gated electron-beam CT (EBCT) scans, lateral lumbar x-ray, cervical macrovascular ultrasound and echocardiography, respectively. The differences in clinical data and the prevalence of VC at different sites of patients with different CKD stages were compared, and the prevalence of VC at different sites of patients in different age groups [youth group (18-44 years old), middle-aged group (45-64 years old) and elderly group (≥65 years old)] and patients with or without diabetes were compared. Multivariate logistic regression analysis was used to analyse the independent associated factors of VC for different areas.Results:A total of 206 patients aged (51±14) years were included, including 129 (62.6%) males. There were 44 patients with CKD stage 3 (21.4%), 51 patients with CKD stage 4 (24.8%), and 111 patients with CKD stage 5 (53.9%). CKD was caused by chronic glomerulonephritis [104 cases (50.5%)], diabetic kidney damage [35 cases (17.0%)], hypertensive kidney damage [29 cases (14.1%)] and others [38 cases (18.4%)]. Among 206 patients, 131 (63.6%) exhibited cardiovascular calcification, and the prevalence of CAC, TAC, AAC, carotid artery calcification, and AVC was 37.9%, 43.7%, 37.9%, 35.9% and 9.7%, respectively. The overall prevalence of VC in young, middle-aged and elderly patients was 24.6%, 73.6% and 97.4%, respectively. With the increase of age, the prevalence of VC in each site gradually increased, and the increasing trend was statistically significant (all P<0.001). The overall prevalence of VC in CKD patients with diabetes was 92.5% (62/67), and the prevalence of VC at each site in the patients with diabetes was significantly higher than that in the patients without diabetes (all P<0.001). Multivariate logistic regression analysis revealed that age (every 10 years increase, OR=2.51, 95% CI 1.77-3.56, P<0.001), hypertension ( OR=5.88, 95% CI 1.57-22.10, P=0.009), and diabetes ( OR=4.66, 95% CI 2.10-10.35, P<0.001) were independently correlated with CAC; Age (every 10 years increase, OR=6.43, 95% CI 3.64-11.36, P<0.001) and hypertension ( OR=6.09, 95% CI 1.33-27.84, P=0.020) were independently correlated with TAC; Female ( OR=0.23, 95% CI 0.07-0.72, P=0.011), age (every 10 years increase, OR=3.90, 95% CI 2.42-6.29, P<0.001), diabetes ( OR=5.37, 95% CI 2.19-13.19, P<0.001) and serum magnesium ( OR=0.01,95% CI 0-0.35, P=0.014) were independently correlated with AAC. Moreover, age and diabetes were independently correlated with carotid artery calcification, AVC and overall VC Conclusions:The prevalence of VC in non-dialysis CKD patients of stage 3-5 is 63.59%, of which CAC reaches 37.9%, TAC is the most common one (43.7%), while AVC is the least one (9.7%). Age and diabetes are the independent associated factors for VC of all sites except TAC, while hypertension is an independent associated factor for both CAC and TAC.