1.Identification of Protein-Coding Gene Markers in Breast Invasive Carcinoma Based on Machine Learning
Yue WU ; Kaiyuan MIN ; Jiangfeng LIU ; Wanfeng LIANG ; Yehong YANG ; Gang HU ; Juntao YANG
Acta Academiae Medicinae Sinicae 2024;46(2):147-153
Objective To screen out the biomarkers linked to prognosis of breast invasive carcinoma based on the analysis of transcriptome data by random forest(RF),extreme gradient boosting(XGBoost),light gradient boosting machine(LightGBM),and categorical boosting(CatBoost).Methods We obtained the ex-pression data of breast invasive carcinoma from The Cancer Genome Atlas and employed DESeq2,t-test,and Cox univariate analysis to identify the differentially expressed protein-coding genes associated with survival prog-nosis in human breast invasive carcinoma samples.Furthermore,RF,XGBoost,LightGBM,and CatBoost mod-els were established to mine the protein-coding gene markers related to the prognosis of breast invasive cancer and the model performance was compared.The expression data of breast cancer from the Gene Expression Omnibus was used for validation.Results A total of 151 differentially expressed protein-coding genes related to survival prog-nosis were screened out.The machine learning model established with C3orf80,UGP2,and SPC25 demonstrated the best performance.Conclusions Three protein-coding genes(UGP2,C3orf80,and SPC25)were screened out to identify breast invasive carcinoma.This study provides a new direction for the treatment and diagnosis of breast invasive carcinoma.
2.Clinical effects of early rehabilitation treatment after repair surgery of skin and soft tissue defects accompanied by extensor tendon injury on the back of hand
Chan ZHU ; Lin HE ; Ting HE ; Ying LIANG ; Bowen ZHANG ; Haiyang ZHAO ; Hao GUAN ; Xuekang YANG ; Dahai HU ; Juntao HAN ; Jiaqi LIU
Chinese Journal of Burns 2024;40(4):365-372
Objective:To explore the clinical effects of early rehabilitation treatment after repair surgery of skin and soft tissue defects accompanied by extensor tendon injury on the back of hand.Methods:This study was a retrospective non-randomized controlled study. From February 2015 to February 2023, 24 patients (15 males and 9 females, aged 12-55 years) with skin and soft tissue defects accompanied by extensor tendon injury on the back of hand, who met the inclusion criteria and were repaired with flap transplantation and tendon grafting or tendon anastomosis, were admitted to the First Affiliated Hospital of Air Force Medical University. According to different intervention time for postoperative rehabilitation treatment of patients, the patients were divided into conventional rehabilitation group and early rehabilitation group, with 12 cases in each group. Patients in early rehabilitation group received rehabilitation treatment immediately after surgery under the rehabilitation guidance of specialized rehabilitation physicians based on the characteristics of different postoperative periods. Patients in conventional rehabilitation group began rehabilitation treatment from the third week after surgery, and their rehabilitation treatment was the same as that of patients in early rehabilitation group from the second week after surgery. The patients in 2 groups were treated in the hospital until the sixth week after surgery. The occurrence of flap vascular crisis and tendon rupture were observed within 6 weeks after surgery. After 6 weeks of surgery, the manual muscle test was used to measure the pinching force between the index finger and thumb, lateral pinching force, three-point pinching force, and grip force of the affected hand; the total action motion method was used to evaluate the finger joint range of motion of the affected hand, and the excellent and good ratio was calculated; the Carroll upper extremity function test was used to score and rate the function of the affected hand.Results:Within 6 weeks after surgery, only 1 patient in conventional rehabilitation group suffered from venous crisis, and the flap survived after the second surgical exploration and anastomosis of blood vessels; there was no occurrence of tendon rupture in patients of 2 groups. After 6 weeks of surgery, there were no statistically significant differences in pinching force between the index finger and thumb, lateral pinching force, three-point pinching force, or grip force of the affected hand between the two groups of patients ( P>0.05); the excellent and good ratio of the finger joint range of motion of the affected hand of patients in early rehabilitation group was 11/12, which was higher than 7/12 in conventional rehabilitation group, but there was no statistically significant difference ( P>0.05); the affected hand function score of patients in early rehabilitation group was 90±6, which was significantly higher than 83±8 in conventional rehabilitation group ( t=2.41, P<0.05); the function rating of the affected hand of patients in early rehabilitation group was obviously better than that in conventional rehabilitation group ( Z=2.04, P<0.05). Conclusions:Early rehabilitation treatment for patients with skin and soft tissue defects accompanied by extensor tendon injury on the back of hand after repair surgery can improve hand function, but it would not increase surgery related complications, which is worthy of clinical promotion and application.
3.Clinical effect of unilateral superior gluteal artery perforator propeller flap combined with contralateral centripetal advancement flap in repairing huge pressure ulcers in the sacrococcygeal region
Jun LI ; Mengdong LIU ; Liang ZHU ; Yuming LUO ; Qiying YANG ; Xiaowen GAO ; Juntao HAN
Chinese Journal of Burns 2024;40(6):551-556
Objective:To explore the feasibility and clinical effects of unilateral superior gluteal artery perforator propeller flap combined with contralateral centripetal advancement flap in repairing huge pressure ulcers in the sacrococcygeal region.Methods:The study was a retrospective observational study. From June 2020 to April 2023, 15 patients with stage Ⅳ pressure ulcers with sacrococcygeal defect area greater than 10.0 cm×10.0 cm who met the inclusion criteria were admitted to the First Affiliated Hospital of Air Force Medical University, including 8 males and 7 females, aged from 30 to 86 years. The pressure ulcers before debridement were all accompanied by different degree of infection and necrosis. Debridement and negative pressure sealing and irrigation treatment were performed in stage Ⅰ. After debridement, the skin and soft tissue defect area was 12.0 cm×10.5 cm to 20.0 cm×17.0 cm. After the wound bed infection was controlled, unilateral superior gluteal artery perforator propeller flap combined with contralateral centripetal advancement flap was used to repair the pressure ulcer wounds in stage Ⅱ. The perforator flap area was 12.0 cm×7.0 cm to 16.0 cm×10.5 cm. The donor area wound was sutured directly. After operation, the survival, complications, and wound healing of flap donor area were observed. During regular follow-up, the recurrence of pressure ulcers, the appearance and texture of the flap, and the scars in the donor site were observed.Results:After operation, 1 patient had fluid accumulation under the flap and survived after drainage and dressing change. The flaps of the other patients survived well without infection, local necrosis, and sinus formation under the flap. The wounds in the donor area healed well. All patients were followed up for more than 6 months, and there was no recurrence of pressure ulcers. The appearance of the flap was not bloated, the texture was soft, and the compression resistance and elasticity were good. The donor site wound healed well without obvious scar.Conclusions:The surgical method of repairing giant sacrococcygeal pressure ulcers with unilateral superior gluteal artery perforator propeller flap combined with contralateral centripetal advancement flap is simple and easy to operate. It can repair large defect area with the donor area being sutured directly, which is worthy of clinical promotion.
4.Effects of the anterolateral thigh chimeric perforator flaps in repairing complex wounds of foot and ankle
Peng JI ; Tao CAO ; Zhi ZHANG ; Zhao ZHENG ; Min LIANG ; Chenyang TIAN ; Tong HAO ; Leilei CHEN ; Dahai HU ; Juntao HAN ; Ke TAO
Chinese Journal of Burns 2023;39(10):926-932
Objective:To investigate the effects of anterolateral thigh chimeric perforator flap in repairing complex wounds of foot and ankle.Methods:A retrospective observational study was conducted. From May 2018 to June 2022, 23 patients who met the inclusion criteria were admitted to the First Affiliated Hospital of Air Force Medical University to repair complex wounds of foot and ankle with anterolateral thigh chimeric perforator flaps, including 15 males and 8 females, aged from 20 to 66 years. The wounds were all accompanied by bone exposure and defects, and were complicated with varying degrees of infection. All patients underwent debridement and continuous vacuum sealing drainage treatment for 1 week in stage Ⅰ, with the skin and soft tissue defect area after debridement being 10 cm×5 cm to 22 cm×7 cm. In stage Ⅱ, the anterolateral thigh chimeric perforator flap was used to cover the defective wound, of which the muscle flap was used to fill the deep invalid cavity of the ankle joint or cover bone and internal fixation exposures, and the skin flap was used to cover the superficial wound, with the area of the skin flap ranging from 11 cm×6 cm to 23 cm×8 cm, and the area of the muscle flap ranging from 4.0 cm×2.5 cm to 8.0 cm×5.0 cm. The survival of the flap was observed after operation. During follow-up, the color, texture, appearance, and complications of the flap were observed, the function of ankle joint and its range of dorsiflexion motion and plantar flexion motion were measured, and the scar hyperplasia and muscular hernia in donor area were observed.Results:Ecchymosis and epidermal necrosis occurred at the tip of the flap in 1 patient on 5 days after operation and healed after dressing change for 1 week; the other flaps of patients survived successfully. After 6 to 40 months of follow-up, the color, texture, and shape of flaps were good, but 1 patient was not satisfied with the shape of the flap because of flap swelling; the ankle joint movement was basically normal, the dorsiflexion motion was 15-30°, and the plantar flexion motion was 20-45°; the scar hyperplasia in the donor area of the flap was not obvious, and no muscular hernia occurred.Conclusions:The anterolateral thigh chimeric perforator flap can effectively fill the deep invalid cavity of ankle joint and cover the superficial wound at the same time, with minimal damage to the donor site. So it is an ideal flap for repairing the complex wounds of foot and ankle.
5.miR-452-5p promotes the proliferation, invasion and EMT of esophageal cancer KYSE-150 cells via targeting SOX7
YIN Qing ; HAN Junshu ; DONG Zhiming ; GUO Wei ; SHEN Supeng ; LIANG Jia ; LU Juntao ; GUO Yanli
Chinese Journal of Cancer Biotherapy 2022;29(4):294-300
[摘 要] 目的:检测miR-452-5p在食管鳞状细胞癌(ESCC)中的表达,并探讨其异常表达对食管癌KYSE-150细胞增殖、侵袭能力和EMT进程的影响及其分子机制。方法:收集2012年3月至2015年12月在河北医科大学第四医院就诊的86名ESCC患者的癌组织样本和对应的癌旁组织,用qPCR法检测miR-452-5p及其他相关基因在ESCC组织和细胞中的表达;向KYSE-150细胞中分别转染miR-452-5p mimic或pcDNA3.1-SOX7构建过表达的细胞株。分析miR-452-5p表达与ESCC病理特征和患者5年OS的关系。用MTS、Tanswell法检测miR-452-5p过表达对食管癌KYSE-150细胞增殖、侵袭能力和EMT进程的影响;用双荧光素酶报告基因实验及TOP/FOP报告基因系统检测miR-452-5p与SRY盒转录因子(SOX7)3'UTR区的结合作用及对Wnt/β-catenin通路活化水平的影响。结果:miR-452-5p在ESCC组织中呈明显高表达(P<0.01),并与ESCC患者的淋巴结转移、TNM分期及5年OS密切相关(均P<0.01)。miR-452-5p过表达明显促进食管癌KYSE-150细胞的增殖、侵袭能力及EMT进程(P<0.05或P<0.01)。SOX7是miR-452-5p的直接靶基因,miR-452-5p通过对SOX7的负向调控影响了Wnt通路活化水平(P<0.05或P<0.01),同时,miR-452-5p表达也受Wnt通路活化水平的影响(P<0.05或P<0.01),其可能为Wnt通路下游靶基因。结论:miR-452-5p通过miR-452-5p/SOX7/Wnt/miR-452-5p正反馈环路提高Wnt/β-catenin通路活化水平,进而促进ESCC KYSE-150细胞的增殖、侵袭能力及EMT进程,miR-452-5p有望成为ESCC患者靶向治疗的潜在靶点及预后评估的新型分子标志物。
6.A prospective randomized controlled study on the effects of progressive core muscle group training combined with lower limb intelligent rehabilitation training for burn patients with lower limb dysfunction
Haiyang ZHAO ; Jiaqi LIU ; Juntao HAN ; Chan ZHU ; Qin ZHOU ; Jing XU ; Min LIANG ; Bowen ZHANG ; Zongshi QI
Chinese Journal of Burns 2022;38(12):1117-1125
Objective:To observe the effect of progressive core muscle group training combined with lower limb intelligent rehabilitation training on burn patients with lower limb dysfunction.Methods:A prospective randomized controlled study was conducted. From March 2017 to May 2020, 60 patients with motor and balance dysfunction after deep partial-thickness burns or full-thickness burns of both lower extremities who met the inclusion criteria were admitted to the First Affiliated Hospital of Air Force Military Medical University. They were divided into simple intelligent rehabilitation group (30 cases, 20 males and 10 females, aged (40±3) years) and combined rehabilitation group (30 cases, 16 males and 14 females, aged (39±3) years) according to the random number table method. The patients in both groups started red light treatment after the wound healing or when the scattered residual wound area was less than 5% total body surface area. After 2 weeks of red light treatment, patients in the combined rehabilitation group started progressive core muscle group training on the basis of lower limb intelligent rehabilitation training in simple intelligent rehabilitation group, and the training time was 6 weeks. Before and after 6 weeks of training, the lower limb motor function was evaluated with the simple Fugl-Meyer scale, the balance capacity was evaluated with the Berg balance scale, and the walking capacity was evaluated with the Holden walking ability rating scale. After 6 weeks of training, a self-designed questionnaire was used to investigate patients' satisfaction for the treatment effect. The patients were followed up for 6 months after the treatment to observe the balance stability of standing on one foot in the flexion position and their participation in activities of daily life. Data were statistically analyzed with independent sample t test, paired sample t test, and chi-square test. Results:Before training, the lower limb motor function score of patients in simple intelligent rehabilitation group was 24.9±2.7, which was close to 23.9±2.3 in combined rehabilitation group ( P>0.05). After 6 weeks of training, the lower limb motor function score of patients in combined rehabilitation group was 29.6±3.9, which was significantly higher than 27.3±3.8 in simple rehabilitation group ( t=-2.28, P<0.05). The lower limb motor function scores of patients in combined rehabilitation group and simple intelligent rehabilitation group after 6 weeks of training were significantly higher than those before training (with t values of -6.50 and -3.21, respectively, P<0.01). After 6 weeks of training, the balance capacity score of patients in combined rehabilitation group was 41±7, which was significantly higher than 36±5 in simple intelligent rehabilitation group ( t=-2.68, P<0.05); the balance capacity scores of patients in combined rehabilitation group and simple intelligent rehabilitation group after 6 weeks of training were significantly higher than those before training (with t values of -8.72 and -8.09, respectively, P<0.01). After 6 weeks of training, the walking capacity grading of patients in combined rehabilitation group was significantly improved compared with that in simple intelligent rehabilitation group ( χ2=-2.14, P<0.05), and the walking capacity grading of patients in simple intelligent rehabilitation group and combined rehabilitation group after 6 weeks of training was significantly improved compared with that before treatment (with χ2 values of -4.94 and -5.26, respectively, P<0.01). After 6 weeks of training, the satisfaction score for the treatment effect of patients in combined rehabilitation group was 13.7±1.2, which was significantly higher than 7.8±1.4 in simple intelligent rehabilitation group ( t=22.84, P<0.01). The patients in both groups could stand on one foot to maintain balance in the flexion position of lower limb, and their activities of daily life were not affected 6 months after treatment. Conclusions:On the basis of conventional rehabilitation therapy, the combination of progressive core muscle group training and lower limb intelligent rehabilitation training can significantly promote the recovery of lower limb motor and balance function of burn patients.
7.Clinical retrospective analysis in delayed graft function morbidity of kidney transplantation recipients and gender factors in both donors and recipients
Dawei ZHOU ; Juntao LIANG ; Yanfeng WANG ; Guizhu PENG ; Shaojun YE ; Zhiping XIA ; Xiaoyan HU ; Qifa YE
Chinese Journal of Organ Transplantation 2019;40(7):414-418
Objective To explore the effects of donor/recipients' gender on delayed graft function (DGF) .Methods A retrospective analysis was performed for clinical data of donors (n=174) and recipients (n=265) during renal transplantation between May 1 ,2012 and December 31 ,2017 . Types of China donation after citizen's death ,age ,last creatinine level ,height ,weight ,body mass index (BMI) and protopathy of donors were collected .And pre-dialysis method ,dialysis time ,HLA mismatch ,post-creatine at Day 7 ,whether dialysis after transplantation ,height ,weight and BMI of recipients were analyzed .The data were checked by t and chi square tests and P<0 .05 was deemed as statistically significant .Results Donor gender had no correlation with DGF occurrence rate ( P=0 .689) while DGF occurrence rate among female recipients was evidently lower than that among males (P=0 .036);Female recipients selected peritoneal dialysis therapy more than male recipients (P=0 .023);Cerebral hemorrhage female donors were more than male donors (P= 0 .034);BMI (P<0 .001) and postoperative creatinine (P= 0 .001) among female recipients were evidently lower than that among males .Conclusions DGF occurrence rate is significantly lower among female receptors than that among males after kidney transplantation .
8.Three techniques of proximal root reconstruction and long term outcomes following repair of acute type A aortic dissection
QIU Juntao ; YU Cuntao ; LUO Xinjin ; LIU Shen ; JIANG Wenxiang ; WU Jinlin ; ZHANG Liang
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2018;25(11):949-955
Objective To compare the early and late outcomes of different techniques of proximal root reconstruction during the repair of acute type A aortic dissection, including aortic valve (AV) resuspension, isolated supracoronary ascending aorta replacement, and aortic root replacement procedure (Bentall). Methods All patients who underwent acute Type A aortic dissection repair between January 2010 and December 2015 in Fuwai Hospital were retrospectively analyzed in our study. There were 673 patients with 512 males and 161 females at mean age of 48.80±11.22 years. There were 403 patients as an AV resuspension group (287 males and 116 females at average age of 50.61±9.95 years), 95 patients as an isolated supracoronary ascending aorta replacement group (76 males and 19 females at average of 49.83±12.21 years), and 175 patients as an AV resuspension group (149 males and 26 females at average of 44.07±11.99 years). The differences of preoperative aortic insufficiency, intraoperative variables and postoperative aortic insufficiency were compared in the three groups. Results Five hundred ninety-one patients (87.8%) had aortic valve commissure involved. The proportion of mild degree, moderate degree, and severe degree among the three groups were statistically significant (31.7%, 52.4%, 15.9%; 87.4%, 12.6%, 0.0%; 23.4%, 56.0%, 20.6%; P < 0.01). The diameter of aortic sinus in the three groups was 39.06±5.11 mm, 38.27±4.41 mm, 50.39±6.22 mm, respectively, with a statistical difference ( P< 0.01). The duration of surgery, cardiopulmonary bypass time, aorta cross-clamp time were also statistically significant (P < 0.01). The in-hospital mortality was 11.73% in the whole group. There was no difference among the three groups (12.2% vs. 13.7% vs. 9.7%, P=0.58). Five-year survival rate was similar (83.06% vs. 81.27% vs. 83.05%, P=0.85). The 5-year free from over moderate aortic insufficiency rate were 95.2%, 98.6% and 100% respectively, with no statistical difference (P=0.07). There was no re-do operation for aortic root diseases in the whole group. Conclusion According to aortic root processing strategy in our center, AV resuspension, isolated supracoronary ascending aorta replacement, and aortic root replacement can achieve satisfactory results. However, there is higher incidence of aortic insufficiency through AV resuspension. Further study is needed to evaluate its efficacy.
9.Compliance Policy for Expiration Date of Repackaged Drugs in America and Its Enlightenments for China
Kai CAO ; Peipei QIAN ; Juntao HU ; Liang ZHAO ; Bingxin LAN
China Pharmacy 2018;29(1):8-11
OBJECTIVE:To provide references and suggestions for expiration date management of dismounted drugs in China.METHODS:The main contents about compliance policy for expiration date of repackaged drugs in America were summarized.The current situation and problems of expiration date management of dismounted drugs in China were analyzed to provide suggestions for standardizing expiration date management of dismounted drugs in China.RESULTS & CONCLUSIONS:The compliance policy for expiration date of repackaged drugs in America contain determination principle of expiration date of repackaged drugs,repackaged container standard,etc.In contrast,the expiration date management of dismounted drugs in China is lack of specific standards and requirements;major issues are as follows as the concept of expiration date of dismounted drugs is ambiguous and container management is not standardized.It is suggested that relevant departments can refer to compliance policy for expiration date of repackaged drugs in America,define the method of determining the expiration date of the dismounted drugs,and standardize the standards and management of packaging containers so as to standardize expiration date management of dismounted drugs in China practically.
10.The relationship between different time periods and the prognosis of acute type A aortic dissection surgery
Juntao QIU ; Liang ZHANG ; Xinjin LUO ; Wei GAO ; Shen LIU ; Wenxiang JIANG ; Jinlin WU ; Cuntao YU
Chinese Journal of Thoracic and Cardiovascular Surgery 2018;34(1):26-31
Objective Nowadays, emergency surgery is the most important method to treat acute type A aortic dissec-tion.There are many factors that can affect the prognosis, but the relationship between time period and the prognosis of aortic dissection surgery has not been reported.Therefore, the purpose of this study was to explore the relationship between different time periods and the prognosis of acute type A aortic dissection surgery .Methods We retrospectively analyzed the characteris-tics of acute type A aortic dissection surgery in Fuwai Hospital from 2010 to 2015.All patients were divided into two groups ac-cording to different time period .Propensity matching analysis was used to compare in-hospital mortality and post-operative com-plications of these groups.Results There were 698 cases acute aortic dissection surgery during study period.321 cases were operated in the nighttime(45.98%), the others were operated during daytime(54.02%).After propensity score matching, the operation time, extracorporeal bypass time, and the aortic blocking time of nighttime group were longer than daytime group , and there was a statistical difference(P<0.01).There was a statistical difference between the two groups of postoperative con-tinuous renal replacement therapy.Nighttime group had higher incidence(15.94% vs.5.64 %, P<0.01).There was statis-tically significant in 30-day mortality between daytime group and nighttime group(5.26% vs.10.53%, P=0.03).The mul-tiple-factor risk analysis of 30-day mortality in the whole group found that nighttime surgery was an independent risk factor ( OR 2.13, 95%CI 1.19-3.81, P=0.01).Conclusion For acute type A aortic dissection surgery, nighttime surgery may be the important factor for increasing 30-day mortality.For relatively stable patients, avoiding nighttime surgery may increase survival rate.


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