1.Using machine learning to construct the diagnosis model of female bladder outlet obstruction based on urodynamic study data
Quan ZHOU ; Guang LI ; Kai CUI ; Weilin MAO ; Dongxu LIN ; Zhenglong YANG ; Zhong CHEN ; Youmin HU ; Xin ZHANG
Investigative and Clinical Urology 2024;65(6):559-566
Purpose:
To intelligently diagnose whether there is bladder outlet obstruction (BOO) in female with decent detrusor contraction ability by focusing on urodynamic study (UDS) data.
Materials and Methods:
We retrospectively reviewed the UDS data of female patients during urination. Eleven easily accessible urinary flow indicators were calculated according to the UDS data of each patient during voiding period. Eight diagnosis models based on back propagation neural network with different input feature combination were constructed by analyzing the correlations between indicators and lower urinary tract dysfunction labels. Subsequently, the stability of diagnostic models was evaluated by five-fold cross-validation based on training data, while the performance was compared on test dataset.
Results:
UDS data from 134 female patients with a median age of 51 years (range, 27–78 years) were selected for our study.Among them, 66 patients suffered BOO and the remaining were normal. Applying the 5-fold cross-validation method, the model with the best performance achieved an area under the receiver operating characteristic curve (AUC) value of 0.949±0.060 using 9 UDS input features. The accuracy, sensitivity, and specificity for BOO diagnosis model in the testing process are 94.4%, 100%, and 89.3%, respectively.
Conclusions
The 9 significant indicators in UDS were employed to construct a diagnostic model of female BOO based on machine learning algorithm, which performs preferable classification accuracy and stability.
2.Design of SF 6 measurement system based on Visual TFT
Yi ZHANG ; Xiaofeng SHENG ; Yongzhen LI ; Xia ZHANG ; Wei WANG ; Chunyuan ZHANG ; Zhenglong CHEN
International Journal of Biomedical Engineering 2023;46(6):529-535
Objective:To design a Visual TFT-based SF 6 gas measurement system. Methods:Based on Visual TFT, an SF 6 gas measurement system is designed, including system hardware design and system software design. The system hardware mainly includes gas sensors, a Visual TFT display, a signal processing circuit, and a power supply circuit. The system software mainly includes data acquisition, data display, SF 6 monitoring system, and alarm program. The Visual TFT display is controlled by Keil code to display other parameters such as gas flow rate, concentration, and waveform, and calculate the error (? E). The measurement system extracts the gas flow rate and concentration data through the waveform graph and gets the change curve of functional residual gas volume (FRC) data. Results:The proposed Visual TFT-based SF 6 gas measurement system can detect SF 6 with an arithmetic mean value of concentration ? E of 8.906%, which is less than 10% of full scale and meets the design requirements. Conclusions:The Visual TFT-based SF 6 gas measurement system can monitor the concentration of SF 6 gas in real-time, which helps to control the release of SF 6 gas and reduce the impact of inert gas emission on the human body under test. At the same time, the system has an intuitive display interface and alarm function, which helps healthcare workers diagnose and treat lung and respiratory diseases more conveniently and quickly, and improves the efficiency and safety of healthcare workers.
3.Research progress of mechanical power in ventilator-induced lung injury
Yongzhen LI ; Yi ZHANG ; Xiaofeng SHENG ; Zhenglong CHEN ; Yuanlin SONG
International Journal of Biomedical Engineering 2023;46(4):360-364
ICU acute respiratory distress syndrome has a high morbidity and mortality rate, and these patients usually need mechanical ventilation to maintain their respiratory function during treatment. However, improper setting of mechanical ventilation parameters may lead to ventilator-induced lung injury (VILI). In order to effectively prevent the occurrence of VILI, ARDSnet recommends the use of a protective ventilation strategy with low tidal volume and limited airway plateau pressure. However, from the perspective of ventilator energy transfer, VILI is actually the result of a combination of respiratory parameters such as tidal volume, airway pressure, and respiratory rate. The mechanical power well reflects the combined effect of the above parameters and is increasingly becoming a hot topic in clinical research. In this review paper, the definitions of mechanical energy and mechanical power were introduced, and the calculation methods of mechanical power under different respiratory modes are summarized. Moreover, the clinical studies related to mechanical power and VILI and further exploration of the safety threshold of mechanical power are reviewed. It is expected to provide new ideas for the future clinical development of personalized mechanical ventilation strategies and the effective prevention of VILI.
4.Clinical observation of warm acupuncture combined with external application of Tibetan medicine Baimai Ointment in the treatment of low-back pain with cold-dampness type
Lan MA ; Tsring LHAMO ; Sikang LI ; Haiyan HUANG ; Dingming DING ; Zhenglong ZHANG ; Lijun YU
International Journal of Traditional Chinese Medicine 2023;45(8):959-962
Objective:To evaluate the clinical efficacy of warm acupuncture combined with external application of Tibetan medicine Baimai Ointment in the treatment of low-back pain with cold-dampness type.Methods:Randomized controlled trial. Totally 60 outpatients in Tibetan Medicine Hospital of Cuona County from May to July of 2021 were selected as the observation objects, and they were divided into two groups by random number table method, with 30 cases in each group. The control group was treated with Baimai Ointment, and the treatment group was treated with warm acupuncture and Baimai Ointment. Both groups were treated for 2 weeks and followed up for 3 months. VAS scale and Oswestry disability index (ODI) were used to evaluate the low-back pain and dysfunction, and the clinical efficacy was evaluated.Results:The VAS scores of the treatment group were lower than those in the control group immediately after treatment and at the last follow-up ( t=-18.17, -6.05, P<0.01). The ODI score of the treatment group was lower than that of the control group at the last follow-up ( t=-15.86, P<0.01). The total effective rate was 96.7% (29/30) in the treatment group and 93.3% (28/30) in the control group, without statistical significance ( χ2=0.001, P=1.000). Conclusion:Warm acupuncture combined with Tibetan medicine Baimai Ointment can effectively improve the clinical symptoms of low-back pain with cold-dampness type, improve the quality of life of patients, and the clinical effect is satisfactory.
5.Laparoscopic simple prostatectomy for large volume benign prostate hyperplasia: a report of 30 cases
Changjian SHI ; Bosen DU ; Jie XU ; Minglang LIAO ; Wei GAN ; Huihua JI ; Yun LIU ; Zhenglong ZHANG ; Sheng CHEN ; Tianbao WANG ; Yi GAO ; Yunfei LI
Journal of Modern Urology 2023;28(8):654-658
【Objective】 To investigate the feasibility of laparoscopic simple prostatectomy (LSP) in the treatment of large volume benign prostate hyperplasia (BPH). 【Methods】 Clinical and follow-up data of 30 patients with large volume BPH treated with LSP in our hospital during Feb.2019 and Dec.2021 were retrospectively analyzed. All patients underwent extraperitoneal LSP operation. The perioperative and 1-12 month postoperative follow-up data were analyzed. 【Results】 The average prostate volume was (92.4±38.9) mL, operation time (125±45) min, and weight of resected prostate (60.25±16.90) g. The hemoglobin decreased by (12.21±7.25) g/d after operation. No blood transfusion was needed. There was no need for bladder irrigation after operation in 21 cases (70%), and 9 cases (30%) had bladder irrigation time of (0.95±0.49) d. The postoperative catheter indwelling time was (6.92±2.51) d, and hospital stay (5.36±1.63) d. During the follow-up of (9.25±5.4) months, there was 1 case of postoperative intestinal obstruction (Clavien-Dindo grade II), 1 case of transient urinary incontinence (Clavien-Dindo grade I), and 1 case of delayed hematuria (Clavien-Dindo grade I). No urethral stricture occurred. The maximum urinary flow rate (Qmax), post-void residual urine volume (PVR), International Prostate Symptom Score (IPSS) and quality of life (QoL) 3 months after operation were significantly improved compared with those before operation (P<0.05). There was no significant difference in sexual function before and after operation (P>0.05). 【Conclusion】 LSP is safe and effective in the treatment of large volume BPH. It has advantages of complete resection of glands, minor bleeding and short postoperative bladder irrigation time. However, it still needs to be confirmed by a prospective control study of large samples.
6.The pathological role of hypersplenism in the course of liver cirrhosis
Zhenglong ZHENG ; Rui HE ; Chenhao LIU ; Xin DING ; Baixue LI ; Yue SU ; Xin WANG ; Jing ZHANG ; Yilan XIE ; Quansheng FENG
Chinese Journal of Hepatobiliary Surgery 2023;29(7):556-560
Hypersplenism is an important complication of cirrhotic portal hypertension, and splenectomy is an important means to treat hypersplenism in cirrhosis. It is realized that hypersplenism played a pathological role in the course of cirrhosis. This article analyzes and compares the changes in the condition of patients with cirrhosis between splenectomy with and without hyperfunction, and comprehensively discusses the pathological role and mechanism of hypersplenism in the course of cirrhosis, in order to strengthen the clinical prevention and treatment of hypersplenism in cirrhosis and to better improve the condition and prognosis of patients with cirrhosis.
7.Optimization of Processing Technology and Establishment of Quality Standards for Rice-fried Huechys Sanguinea
LI Zhenglong ; HU De ; DONG Xin ; SUI Xintong ; WANG Shumin
Chinese Journal of Modern Applied Pharmacy 2023;40(16):2237-2242
OBJECTIVE To optimize the processing technology of Huechys sanguinea, and establish the quality standard of rice-fried Huechys sanguinea. METHODS Taking the exudates, scent, color, degree of crushing, and protein content as the evaluation indicators combining entropy weight method with analytic hierarchy process to establish a comprehensive evaluation method. The effects of frying time, temperature and the ratio of medicinal materials to excipients on the quality of rice-fried Huechys sanguinea were investigated, and an orthogonal test to optimize the best processing technology was established. Microscopic identification and thin-layer identification of rice-fried Huechys sanguinea, determination of its moisture, ash, extract and heavy metals, and establishment of quality standards. RESULTS The best processing process for Huechys sanguinea was after the rice with an excipient ratio of 1∶2 was frying and smoking, pour processed Huechys sanguinea, stir fry at 140 ℃ for 6 min. The extract content was 199 mg·g-1, the odor, color, and fragmentation scores were all 5, and the protein content was 136 mg·g-1. The moisture content of rice-fried Huechys sanguinea was 2.97%, the total ash content and acid insoluble ash content were 3.79% and 0.33% respectively, the contents of heavy metals lead, cadmium, arsenic, mercury and copper were 2.26, 1.91, 0.06, 0.13 and 38.14 mg·kg-1 respectively, and the aflatoxin B1, B2, G1 and G2 were all lower than the detection limit by 0.1 μg·kg-1, the content of extract was 20.10%. CONCLUSION The processing technology of Huechys sanguinea is reliable and stable, which provides a scientific basis for standardizing the processing technology and quality standards of Huechys sanguinea decoction pieces. It is suggested that the moisture content of rice-fried Huechys sanguinea is <3.56%, total ash and acid insoluble ash are <4.55% and 0.40% respectively, the content of heavy metal lead is <2.71 mg·kg-1, cadmium is < 2.29 mg·kg-1, arsenic is <0.07 mg·kg-1, mercury is <0.16 mg·kg-1, copper is <45.77 mg·kg-1, the content of extract is >16.08%, and aflatoxin B1, B2, G1, G2 are <0.1 μg·kg-1.
8. Expression of osteoprotegerin and receptor activator of nuclear factor kappa-B ligand in mandibular ramus osteotomy healing with administration of different doses of parathyroid hormone
Ning AN ; Yao LI ; Zhenglong TANG ; Xiaoyan CHEN ; Dongxiang WANG ; Qiong GAO
Chinese Journal of Stomatology 2018;53(6):413-418
Objective:
To investigate the effect of parathyroid hormone (PTH) on the bone healing of mandibular ramus osteotomy.
Methods:
The mandibular ramus osteotomy model was established in sixty rabbits and these rabbits were randomly divided into experimental group A, experimental group B and control group. In the experimental group A and experimental group B, the rabbits were given PTH (20 and 40 μg/kg respectively) every other day after operation. In the control group, 1 ml saline was given. The animals were sacrificed at 1 week, 2 weeks, 3 weeks and 4 weeks postoperatively. The new bone formation was observed by histology and cone bone CT. The expression of osteoprotegerin and receptor activator of nuclear factor kappa-B (RANKL) in the new bone was detected by real-time quantitative PCR.
Results:
The experimental groups has better osteogenesis and the bone mineral density than the control group in osteotomy area. The experimental group B showed the best osteogenesis.Osteoprotegerin mRNA expression in experimental group A (1.127±0.035, 1.742±0.049, 1.049±0.062, 1.063±0.036) was significantly higher than that in the control group in each period (0.965±0.082, 1.254±0.071, 0.793±0.061, 0.684±0.055) (
9.Research progress on regulatory function of HOXD?AS1 in tumors
Jinglin LI ; Kaiming LENG ; Yi XU ; Daolin JI ; Zhenglong LI ; Xingming JIANG ; Yunfu CUI
Clinical Medicine of China 2018;34(1):79-82
HOXD-AS1 is a recently discovered pivotal cancer-related long non-coding RNA(lncRNA) .Abnormal expression of HOXD-AS1 exhibits a regulatory role in the occurrence and development of tumors,and is expected to become a new tumor marker.Clarifying the mechanism of HOXD-AS1 will provide a feasible theoretical basis and potential intervention targets for the diagnosis and treatment of tumors.This article reviews the current research status of HOXD-AS1 in tumors.
10.The regulatory role of cerebellar degeneration-related protein 1 antisense
Wangyang ZHENG ; Zhenglong LI ; Jinglin LI ; Xinheng LI ; Zhidong WANG ; Yunfu CUI ; Xingming JIANG
Chinese Journal of Postgraduates of Medicine 2018;41(1):82-85
Circular RNA is a kind of single-stranded RNA ring without 5'capping and 3'polyadenylation.As a new member of non-coding RNA, circular RNA is evolutionally conserved, relatively stable,highly specific and enormously abundant.Instead of liner RNA,circular RNA became the research hotspot.So far,cerebellar degeneration-related protein 1 antisense(CDR1as)is a molecule that has garnered intense research.CDR1as harbors 74 conventional miRNA-7 binding sites.Expression of CDR1as efficiently tethers micro RNA-7, resulting in reduced micro RNA-7 activity and increased levels of micro RNA-7 targeted transcripts consistent with the micro RNA sponge and competing endogenous RNA(ceRNA)hypothesis.Moreover,CDR1as can restore micro RNA-7 and release it at right time.CDR1as can be stabilized in the exosomes.And its level has correlation with many clinical characteristics.


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