1.The relationship between number of peripheral artery stenosis and cardio-cerebrovascular events in the elderly
Junyi ZHANG ; Yicheng ZHU ; Liying CUI ; Ding HAN
Chinese Journal of Geriatrics 2011;30(10):805-807
Objective To investigate the association between the number of periphery artery atherosclerotic stenosis and cardio-cerebrovascular events in elderly people.Methods Totally 163 subjects aged 60 years and over (median age 83 years) in special outpatient service of PUMC Hospital were retrospectively reviewed and underwent Doppler ultrasound of carotid,lower extremity,and renal artery.General conditions,cardio-cerebrovascular events,risk factors and results of periphery artery ultrasound were assessed.Results Age (F =13.413,P < 0.001 ),hypertension,hyperlipidemia and the statin users(x2 =24.961、13.592、16.207,all P<0.001) significantly enhanced along with increasing number of peripheral artery stenosis (P<0.001).The more the peripheral arteries stenosis,the more cardio-cerebrovascular events occurred (x2 =15.258,P < 0.001).Symptomatic peripheral artery obstructive disease increased the prevalence of cardio-cerebrovascular events.Conclusions Multiple periphery artery atherosclerotic stenosis is associated with cardiocerebrouascular events and Doppler ultrasound is effective to detect high-risk patients.
2.β-Elemene improves endothelial cells dysfunction, and abnormal proliferation and migration of vascular smooth muscle cells
Lanlan DUAN ; Jing DONG ; Xiangcheng FAN ; Junyi ZHU ; Yifan ZHANG ; Jichun HAN ; Jing SHANG
Journal of China Pharmaceutical University 2020;51(3):333-339
This study aimed to investigate whether β-elemene could improve the dysfunction of vascular endothelial cells induced by low shear force (LSS), and the proliferation and migration of vascular smooth muscle cells induced by oxidized low-density lipoprotein (ox-LDL). Parallel plate flow chambers and ox-LDL were used to establish vascular endothelial cells (ECs) dysfunction model and vascular smooth muscle cell (VSMCs) proliferation and migration model, respectively, and the effects of β-elemene on ECs dysfunction and VSMCs proliferation and migration were examined. The activity of ROS in ECs was measured by DHE and the activity of NO in ECs was tested by DAF-FM DA. The protein phosphorylation of Akt and ERK in ECs were detected by Western blot. The proliferation of VSMCs was measured by MTT. The migration of VSMCs was examined by cell scratch test and Transwell assay. The gene expression of MMP-2 and MMP-9 in VSMCs was measured by RT-qPCR. In ECs, β-elemene could significantly reduce the LSS-induced increase in ROS, significantly increase the LSS-induced decrease in NO, decrease the phosphorylation of ERK, and increase the phosphorylation of Akt. In VSMCs, β-elemene could significantly reduce the proliferation and migration of VSMCs induced by ox-LDL, and reduce the gene expression of MMP-2 and MMP-9. To conclude, β-elemene can improve the LSS-induced ECs dysfunction and ox-LDL-induced VSMCs proliferation and migration.
3.Strategy and technique for simultaneous resection of rectal cancer and liver metastasis.
Chinese Journal of Gastrointestinal Surgery 2017;20(6):618-620
Rectal cancer with simultaneous liver metastasis is very common clinically. R0 surgical resection both for the original and metastatic tumor can achieve much better long-term oncological results. The operation types include traditional open procedures for both rectal cancer and liver metastatic resection; combination of laparoscopic resection of the rectal cancer and open procedure resection of the liver metastatic lesion; traditional laparoscopic-assisted rectal and liver metastatic tumor resection with small abdominal incision and total laparoscopic natural orifice specimen extraction surgery(NOSES) without abdominal incision. Due to the complexity of rectal anatomy and treatment strategy, leading to the difference from colon cancer with liver metastasis, and due to the effect of laparoscopic treatment, especially the 3D laparoscopy, patient selection for simultaneous resection should be well planned and individualized by surgeons based on conditions of themselves and patients.
4.Current situation of serum protein tumor biomarkers standardization
Lijun DU ; Qiaoxuan ZHANG ; Junyi TANG ; Liqiao HAN ; Xianzhang HUANG
Chinese Journal of Laboratory Medicine 2019;42(1):10-13
There are many types of serum tumor markers,and their structures and functions vary.The standardization and harmonization of serum tumor markers will contribute to clinical diagnosis and treatment.Therefore,many scholars are committed to the research of their standardization.However,there are only a few items have been standardized.Due to the complexity of determination,most tumor markers are still facing problems and challenges in the process of achieving standardization.
5.Evaluation of application of the SITA Faster visual field strategy in glaucoma patients
Chen TAN ; Canqing XU ; Yishan HAN ; Yunsheng QIAO ; Xinghuai SUN ; Junyi CHEN
Chinese Journal of Experimental Ophthalmology 2020;38(5):421-426
Objective:To evaluate the clinical application of the SITA faster (SFR) visual field strategy in glaucoma patients.Methods:A diagnostic test was adopted.A total of 72 subjects who visited the Eye and ENT Hospital Affiliated to Fudan University during September 2018 to February 2019 were collected, including 28 normal subjects (56 eyes) and 44 glaucoma patients (86 eyes). The consistency and convenience of visual field tests were evaluated using SITA Standard (SS) and SITA Fast (SF), or SS and SITA Faster (SFR) in normal subjects and glaucoma patients.Test duration, visual field index (VFI), mean deviation (MD) and the number of defect points with probabilities of <5%, <2%, <1%, and <0.5% in the pattern deviation probability plots were recorded, and tested for difference, correlation and consistency.This study followed the Declaration of Helsinki.Written informed consent was obtained from all subjects prior to their entering the study cohort.The study protocol was approved by the Ethics Committee of the Eye and ENT Hospital of Fudan University.Results:For all of the included subjects, the mean test durations of SF and SFR were (64±13)% and (44±10)% compared to that of SS, respectively.MD and VFI evaluated by SS and SF, or by SS and SFR, showed no significant difference in either the normal subjects or the glaucoma patients (all at P>0.05). Across all included subjects, the positive correlation and consistency of MD and VFI were good ( r=0.99, P<0.01). However, for the results of the probability points in the pattern deviation probability blot, there was no difference among normal subjects, but the correlation and consistency were not good.In the deviation probability blot, there was a greater number of defect points of P<0.5% in glaucoma patients evaluated via SS compared to those evaluated by SFR, and the difference was statistically significant ( Z=-2.28, P=0.02). Apart from this, the number of defect points in glaucoma patients showed no difference between SS and SF, or between SS and SFR, and the correlation and consistency were higher in glaucoma patients than those in the normal subjects. Conclusions:Compared with SF and SS, SFR saves more test time.Except for partial variances in the pattern deviation probability blot, the difference between visual field strategies is relatively small and the results are basically consistent.
6.Protective measures in laparoscopic resection for upper or mid rectal cancer and sigmoid colon cancer with transrectal specimen extraction surgery.
Chuangang FU ; Zhuqing ZHOU ; Junyi HAN ; Bin LU ; Wei GAO ; Zhe ZHU ; Qixin JIANG ; Fang JI ; Tao DU
Chinese Journal of Gastrointestinal Surgery 2017;20(10):1151-1155
OBJECTIVETo introduce the use of a self-made specimen protective sleeve in laparoscopic resection for upper or mid rectal cancer and sigmoid colon cancer with transrectal specimen extraction surgery and the improvement of implantation method, so as to avoid and reduce bacterial contamination and tumor cell dissemination in abdominal cavity.
METHODSDuring June 2015 and May 2017, 48 cases of high located rectal or sigmoid colon cancer were operated laparoscopically with natural orifices specimen extraction surgery (NOSES) using a self-made specimen protecting sleeve. Operation indication: (1) Rectum and sigmoid colon cancer with the distance of more than 6 cm from tumor inferior margin to dentate line. (2) The maximum diameter of intestine together with mesangial and tumor <7 cm by intraoperative judgment. (3) No anal and distal rectal surgery, no anorectal stenosis or lack of expansion capacity caused by trauma. (4) No ulcerative colitis, Crohn's disease or radiation proctitis. After transecting the rectum, the specimen protective sleeve was inserted through the right lower 12 mm main Trocar (This sleeve was tailored from the laparoscopic protective sleeve produced by China 3L Corporation, which was intercepted with 25-35 cm from one end of the sleeve according to the length of distal rectal retention. One end was ligated and the other was open with a ligature band. About 5 ml paraffin oil was used to rinse and lubricate during the operation). The rectal stump retained 7-8 cm in abdominal cavity. The transanal ligation part of the protective sleeve was cut off, then the stapler nail seat was inserted and specimen was pull out through the sleeve and rectum.
RESULTSThere were 30 males and 18 females. The average age was (64.5±14.1) years, the BMI was (25.4±3.9) kg/m, the tumor diameter was (3.3±1.1) cm, the maximum diameter of specimen was (5.4±1.5) cm and the length of specimen was (18.6±4.3) cm. Among these 48 cases, specimens of 36 patients were pulled out through inside of the sleeve easily, while specimens of 12 patients were quite difficult with resistance. Of 12 cases, 7 needed the help of transverse forceps, 4 needed to make 1 cm incision in pull-through bowel and insert a suction to decrease the volume of large specimens with gathering of gas and fluid, and 1 received small abdominal incision to remove specimen and perform intestinal reconstruction due to big specimen (the diameter of tumor and mesentery was 7.5 cm). Specimen tears of 6 patients didn't result in dissemination thanks to the specimen protecting sleeve. The operation time was (113.2±76.1) min, the bleeding amount was (38.5±17.3) ml, the time to first oral intake was (47.9±4.4) h, and the postoperative hospitalization length was (8.5±1.7) d. Anastomotic leakage occurred in 1 case (2.1%). No intra-abdominal and trocar infection, and obstruction were found.
CONCLUSIONThe use of protective sleeve and the improvement of the method of intraperitoneal implantation can effectively reduce the abdominal contamination during the specimen extraction. It can be applied to big specimens as well.
7.Correlation between serum level of miRNA-106a expression with clinicopathological characteristics and prognosis of patients with renal cell carcinoma.
Qingyan YANG ; Junyi LIU ; Yalin LIANG ; Changan WANG ; Jianle HAN ; Litao ZHU ; Shengping YUAN ; Qiang SUN ; Hongsen ZHANG
Chinese Journal of Medical Genetics 2021;38(7):652-655
OBJECTIVE:
To analyze the expression of microRNA-106a(miR-106a) in renal cell carcinoma (RCC) and its correlation with clinicopathological characteristics and prognosis of patients.
METHODS:
Serum samples of 64 patients with newly diagnosed RCC were collected as the study group, and serum samples of 40 healthy individuals were used as the control group. Real-time fluorescence quantitative PCR was used to determine the expression level of miR-106a in each group. The correlation between miR-106a expression and clinicopathological characteristics of the patients was studied with single factor analysis and multiple Logistic regression model. Kaplan-Meier survival curve was used to analyze its correlation with the prognosis of patients.
RESULTS:
Before surgery, compared with the control group (1.17± 0.58), RCC patients with high- (9.15± 0.96) and low-expression(3.45± 0.37) had increased expression of miR-106a. Postoperatively, the expression level of miR-106a in both groups of patients decreased to 1.53± 0.18 and 1.75± 0.21, respectively. The area under the curve (AUC) of the diagnostic value of serum miR-106a for RCC was 0.782 (95% CI: 0.661-0.902). With an optimal cutoff value of 0.531, the sensitivity was 78.10% and the specificity was 75.00%. Serum miR-106a level of RCC patients with TNM stage T3 or T4, clinical stage II or III, lymph node metastasis, and recurrence were significantly increased. The high expression of serum miR-106a in RCC patients has an independent relationship with the tumor TNM stage and lymph node metastasis. Of the 64 follow-up patients, 4 were lost and 30 had died. Among them, the median survival time of patients in the miR-106a high expression group was 30 months, which was significantly shorter than that of the low expression group (52 months).
CONCLUSION
The serum level of miR-106a is elevated in RCC patients, and may be used as a molecular marker for the diagnosis of RCC. High serum expression of miR-106a is an independent predictor for tumor TNM stage and lymph node metastasis, as well as an independent predictor for poor prognosis of RCC patients.
Biomarkers, Tumor/genetics*
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Carcinoma, Renal Cell/genetics*
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Gene Expression Regulation, Neoplastic
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Humans
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Kidney Neoplasms/genetics*
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MicroRNAs/genetics*
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Neoplasm Recurrence, Local
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Prognosis
8.Exploration of deep learning to identify recurrent laryngeal nerve in endoscopic thyroidectomy via unilateral axillary approach
Surong HUA ; Zhihong WANG ; Junyi GAO ; Jing WANG ; Guanglin HE ; Xianlin HAN ; Ge CHEN ; Quan LIAO
Chinese Journal of Endocrine Surgery 2022;16(1):5-11
Objective:To explore whether deep learning could apply to recognize the recurrent laryngeal nerve in the video of unilateral axillary approach endoscopic thyroidectomy.Methods:Videos of endoscopic thyroidectomy via unilateral axillary approach in Peking Union Medical College Hospital from Jul. 1st, 2020 to May. 1st, 2021 were collected. Videos containing the recurrent laryngeal nerve were selected, and the outline of recurrent laryngeal nerve were marked by two senior thyroid surgeons and staffs. Data were divided into training set and test set in a ratio of 5:1, and classified into high, medium and low recognition group according to difficulty of recognizing the outline of the nerve. The neuron network was based on PSPNet combined with Resnet50. All data were analyzed by R (ver. 4.0.2) .Results:A total of 38 videos including 35,501 frames of pictures were included in this study. 29, 704 frames of 32 videos were in our training set and 5797 frames of 6 videos were in the test set. When the intersection over union (IOU) threshold is 0.1, the sensitivity and precision is 100.0%/92.1%, 95.8%/80.2% and 81.0%/80.6% in high, medium and low recognition group respectively. When the IOU threshold is 0.5, the sensitivity and precision is 92.6%/85.3%, 71.7%/60.5% and 38.1%/37.9% in high, medium and low recognition group respectively, indicating that neuron network could located the outline of recurrent laryngeal nerve in high and medium recognition group. False negatives were often due to small targets and unclear boundaries.Conclusion:Recurrent laryngeal nerve recognition based on deep learning is feasible and has potential application value in endoscopic thyroidectomy, which may help surgeons reduce the risk of accidental injury of recurrent laryngeal nerve and improve the safety of thyroidectomy.
9.Application value of machine learning algorithms for gauze detection in laparoscopic pan-creatic surgery
Surong HUA ; Zhihong WANG ; Jing WANG ; Guanglin HE ; Junyi GAO ; Qianlan YU ; Xianlin HAN ; Quan LIAO ; Wenming WU
Chinese Journal of Digestive Surgery 2021;20(12):1324-1330
Objective:To investigate the application value of machine learning algorithms for gauze detection in laparoscopic pancreatic surgery.Methods:The retrospective and descriptive study was conducted. The 80 intact laparoscopic pancreatic surgery videos from Peking Union Medical College Hospital of Chinese Academy of Medical Sciences with timing of July 2017 to July 2020 were collected. The training set was used to train the neural network, and the test set was used to test the ability of neural network for gauze detection under different difficulties. Under the supervision of two superior doctors, videos that containing gauze were selected and classified according to recognition difficulty into three difficulty level including easy, normal and hard difficulty, and further divided based on random number method into training set with 61 videos and test set with 19 videos in a ratio of 3:1 roughly. The minimum enclosing rectangle of the gauze were marked frame by frame. All images were input to the neural network model for training after normalization and preprocessing. For every image, the output of neural network is the predicted minimum enclosing rectangle of gauze. The intersection over union >0.5 was identified as positive result. Observation indicators: (1) video annotation and classification; (2) test outcomes of neural network for test set.Count data were represented as absolute numbers or percentages.Results:(1) Video annotation and classification: a total of 26 893 frames of images form 80 videos were annotated, with 61 videos including 22 564 frames of images as the training set and 19 videos including 4 329 frames of images as the test set. Of the training set, 19 videos including 5 791 frames of images were classifed as easy difficulty, 38 videos including 15 771 frames of images were classifed as normal difficulty, 4 videos including 1 002 frames of images were classifed as hard difficulty, respectively. Of the test set, 4 videos including 1 684 frames of images were classifed as easy difficulty, 6 videos including 1 016 frames of images were classifed as normal difficulty, 9 videos including 1 629 frames of images were classifed as hard difficulty, respectively. (2) Test outcomes of neural network for test set: the overall sensitivity and accuracy of gauze detection by neural network in the test set were 78.471%(3 397/4 329) and 69.811%(3 397/4 866), respectively. The sensitivity and accuracy of gauze detection by neural network were 94.478%(1 591/1 684) and 83.168%(1 591/1 913) in easy difficulty test set. The sensitivity and accuracy of gauze detection by neural network were 80.413%(817/1 016) and 70.859%(817/1 153) in normal difficulty test set, 60.712%(989/1 629) and 54.944%(989/1 800)in hard difficulty test set. The frame rate reached more than or equally to 15 fps. The overall false negative rate and false positive rate of gauze detection by neural network in the test set were 21.529%(932/4 329) and 30.189%(1 469/4 866), respectively. The false negative was mainly due to the existence of blurred images, too small gauze exposure or blood immersion of gauze. The false positive was caused by the reflection of connective tissue or body fluids.Conclusion:The machine learning algorithms for gauze detection in laparoscopic pancreatic surgery is feasible, which could help medical staff identify gauze.
10.Application of deep learning to identify recurrent laryngeal nerve in endoscopic thyroidectomy via breast approach
Surong HUA ; Zhihong WANG ; Jiayi LI ; Junyi GAO ; Jing WANG ; Guanglin HE ; Palashate YEERKENBIEKE ; Xianlin HAN ; Ge CHEN ; Quan LIAO
Chinese Journal of Endocrine Surgery 2022;16(3):287-292
Objective:To explore whether deep learning could apply to recognize the recurrent laryngeal nerve (RLN) in videos of endoscopic thyroidectomy (ETE) via breast approach.Methods:Videos of ETE via breast approach in Peking Union Medical College Hospital from Feb. 2020 to Aug. 2021 were collected. Videos containing RLN were selected, and the outline of RLN was marked by two thyroid surgeons. Then data were divided into a training set and a test set in a ratio of 5:1 and classified into the high and low difficulty group according to a senior thyroid surgeon’s opinion. Those pictures were input to D-LinkNet model. Precision, sensitivity and mean dice index was calculated.Results:A total of 46 videos including 153, 520 frames of pictures were included in this study. 131,039 frames of 39 videos were in the training set and 22,481 frames of 7 videos were in the test set. When the intersection over union threshold was 0.1, the sensitivity and precision was 92.9%/72.8% and 47.6%/54.9% in high and low recognition group, respectively. When the intersection over union threshold was 0.5, the sensitivity and precision turned to 85.8%/67.2% and 37.6%/43.5% in high and low difficulty group, respectively. Mean Dice index was 0.781 and 0.663 in high and low difficulty group, respectively.Conclusions:RLN recognition based on deep learning is feasible and has potential application value in ETE, which may help surgeons reduce the risk of accidental injury of RLN and improve the safety of thyroidectomy.