Machine Learning Enabled Decoding of Color-coded Droplet Arrays and Its Application in Multiplex Digital Nucleic Acid Analysis / 分析化学

To address the throughput limitations of digital nucleic acid analysis,a tricolor combination-based droplet coding technique was developed to achieve multiplex digital nucleic acid analysis with flexible throughput expansibility.To improve the analysis efficiency,a machine learning-based method was further developed for automatic decoding of color-coded droplet array.The machine learning algorithm empowered the computer program to automatically extract the color-position-quantity information of the droplets.By correlating this color-position-quantity of droplets before and after nucleic acid amplification,the proportion of positive droplets for each target was rapidly determined.This droplet decoding strategy was applied to multiplex digital nucleic acid analysis.The experimental results demonstrated that this droplet decoding method was fast and accurate,with a decoding process completed within 2 min.Furthermore,the droplet identification accuracy exceeded 99%.Additionally,the obtained nucleic acid quantification results exhibited a good correlation(R2＞0.99)with those reported by a commercial digital PCR instrument.

Application Value of Target Calyx Pretreatment Technique for Treating Complete Staghorn Calculi by Endoscopic Combined Intrarenal Surgery / 中国微创外科杂志

Objective To investigate the safety and efficacy of target calyx pretreatment technique in the treatment of complete staghorn calculi by endoscopic combined intrarenal surgery(ECIRS).Methods Clinical data of 21 patients with complete staghorn calculus treated by ECIRS from October 2019 to September 2021 in our hospital were retrospectively analyzed.There were 8 cases in the left side and 12 cases in the right side.One case of bilateral kidney calculus was given right side treatment in the first stage.The stone density was(1101±185)HU.The operation was performed by two surgeons.Under general anesthesia,the patient was placed in an oblique supine lithotomy position.The target calyx was designed according to preoperative imaging examination.The stone in the target calyx was broken up by flexible ureteroscope in advance to expose the papillary dome.Percutanous nephrostomy of the target calyx was performed,and F18 or F20 percutaneous work access was established under surveillance by using flexible ureteoscope and ultrasound.Results The operation was successfully accomplished in one stage in all the 21 cases.The mean operation time was(121.8±21.2)min,the postoperative hemoglobin reduction was(9.38±4.36)g/L,the postoperative hospital stay was(4.4±1.4)d,and the postoperative stone free rate(SFR)was 85.7％(18/21).A total of 6 patients had postoperative complications,including 1 case of bleeding requiring blood transfusion,3 cases of fever,1 case of hydrothorax,and 1 case of postoperative pain in the operative area requiring analgesic treatment.Conclusion For complete staghorn calculus,using flexible ureteroscope to pretreat stones of target calices and then puncturing to establish percutaneous renal working channel can significantly increase the success rate of surgery and the immediate postoperative stone free rate,reduce the number of percutaneous renal channels,and improve the safety of surgery.

A review of clinical application and ethical research on medical genetic testing / 中国医学伦理学

The ethical issue of medical genetic testing is one of the highly concerned and controversial issues in the field of life sciences.With the rapid development of genomics research,the possibility of using genetic testing for disease risk assessment in clinical events has been increased,especially in precision medical genetic testing and preventive testing.By reviewing the current status and common ethical issues of the clinical application of genetic testing,and sorting out the corresponding ethical principles,this paper proposed the ethical principles of equal respect,informed consent,privacy protection,and non-harm,aiming to help medical staff to regulate diagnosis and treatment behavior,enhance their awareness of the ethical aspects of genetic testing,as well as promote the better development of genomics research.

Construction and Application of Rib Fracture Diagnosis Model Based on YOLOv3 Algorithm / 法医学杂志

OBJECTIVES@#The artificial intelligence-aided diagnosis model of rib fractures based on YOLOv3 algorithm was established and applied to practical case to explore the application advantages in rib fracture cases in forensic medicine.@*METHODS@#DICOM format CT images of 884 cases with rib fractures caused by thoracic trauma were collected, and 801 of them were used as training and validation sets. A rib fracture diagnosis model based on YOLOv3 algorithm and Darknet53 as the backbone network was built. After the model was established, 83 cases were taken as the test set, and the precision rate, recall rate, F1-score and radiology interpretation time were calculated. The model was used to diagnose a practical case and compared with manual diagnosis.@*RESULTS@#The established model was used to test 83 cases, the fracture precision rate of this model was 90.5%, the recall rate was 75.4%, F1-score was 0.82, the radiology interpretation time was 4.4 images per second and the identification time of each patient's data was 21 s, much faster than manual diagnosis. The recognition results of the model was consistent with that of the manual diagnosis.@*CONCLUSIONS@#The rib fracture diagnosis model in practical case based on YOLOv3 algorithm can quickly and accurately identify fractures, and the model is easy to operate. It can be used as an auxiliary diagnostic technique in forensic clinical identification.

Xuebijing injection inhibits the degradation of pulmonary vascular endothelial calyx to improve acute lung injury induced by severe heatstroke / 解放军医学杂志

Objective To investigate the possible mechanism of Xuebijing injection in regulating abnormal degradation of pulmonary vascular endothelial calyx to improve acute lung injury induced by severe heatstroke.Methods Forty-eight Wistar rats were randomly divided into control group,heatstroke group and Xuebijing group.Before heatstroke induction,rats in Xuebijing group were administrated with Xuebijing injection(2 ml/kg,2 times/d)for 3 days.All rats were exposed to an environment with temperature of(40±2)℃and humidity of 65%±5%for 60 minutes to induce heatstroke.Two hours later,the lung wet/dry weight ratio was recorded;the concentration of proteins in BALF was measured;the pulmonary vascular permeability was measured by Evans blue(EB);HE staining was used to observe the pathological changes of lung tissue;the changes of hyaluronic acid(HA)on the surface of pulmonary vessels were observed by immunofluorescence;Western blotting was used to detect the expression of Syndecan-1,Glypican-1,VE-Cadherin,Occludin,VCAM-1 and E-selectin in lung tissues;Enzyme-linked immunosorbent assay(ELISA)was utilized to quantify the concentration of tumor necrosis factor-α(TNF-α),interleukin-6(IL-6)in serum and heparanase(HPA)in lung tissue.Results Xuebijing could decrease the lung wet/dry weight ratio,reduce protein exudation and improve pulmonary vascular permeability(P<0.01);reduce the histological injury(P<0.01);reduce the degradation of HA,Syndecan-1 and Glypican-1 on the surface of pulmonary vessels(P<0.01);increase the expression of VE-Cadherin and Occludin(P<0.01);regulate the overexpression of VCAM-1 and E-selectin(P<0.01);down-regulate the expression of TNF-α,IL-6 and HPA(P<0.01).Conclusion Xuebijing injection decrease the expression of HPA,improve the disintegration of pulmonary vascular endothelial calyx,repair the integrity of pulmonary vessels,reduce the damage of cell connections,down-regulate the expression of adhesion molecules,inhibit the inflammatory reaction,relieving acute lung injury caused by severe heat stroke.

Progress of research on oncogene PTEN in thyroid malignant tumors / 中华内分泌外科杂志

The phosphatase and tensin homolog deleted on chromosome ten (PTEN) is a common oncogene located in the 10q23.3 region on the long arm of human chromosome l0, which regulates a variety of biological processes such as proliferation, survival, cell structure, motility, energy metabolism and genomic stability. Inactivation of PTEN is prevalent in almost all malignancies and correlates with tumor progression. Thyroid malignancies are among the most common endocrine malignancies, and PTEN has been shown to be critically associated with their development. The aim of this review is to describe the structural function of PTEN, as well as to summarize and discuss the recent findings of PTEN in thyroid malignancies.

The application of integrated theory of health behavior change: a review / 中国实用护理杂志

This paper reviewed the progress and application of the integration theory of health behavior change, so as to provide a theoretical basis for improving the health literacy of Chinese residents, changing bad behavior and obtaining health outcomes. At the same time, it provides an implementable theoretical basis for the guidance model of health education, in order to provide theoretical suggestions for patients to change bad behavior and residents to strengthen health behavior.

Clinical value of complete lateral position endoscopic combined intra-renal surgery in treatment of staghorn kidney calculi / 中国医师进修杂志

Objective:To assess the safety and feasibility of complete lateral position endoscopic combined intra-renal surgery (ECIRS) in treatment of staghorn kidney calculi.Methods:The clinical data of 105 patients with staghorn kidney calculi from March 2016 to July 2022 in the First Hospital of Shanxi Medical University were retrospectively analyzed. Among them, 55 patients were treated with lateral position percutaneous nephrolithotomy (PCNL) (PCNL group), and 50 patients were treated with complete lateral position ECIRS (ECIRS group). The operative time, removal time of double J-tube, postoperative hospital stay, postoperative hemoglobin decrease value, operative complications (using Clavien-Dindo grading criteria), additional postoperative intervention and calculi free rate were compared between two groups.Results:Both groups of patients were successfully operated. The operative time, postoperative hemoglobin decrease value and rate of additional postoperative intervention in ECIRS group were significantly lower than those in PCNL group: (98.3 ± 19.1) min vs. (103.4 ± 16.5) min, (9.34 ± 3.04) g/L vs. (12.55 ± 4.75) g/L and 8.00% (4/50) vs. 21.82% (12/55), the calculi free rate was significantly higher than that in PCNL group: 90.00% (45/50) vs. 74.55% (41/55), and there were no statistical differences ( P<0.05 or <0.01); there were no statistical differences in the removal time of double J-tube, postoperative hospital stay, incidence of Clavien-Dindo≥ grade Ⅱ operative complications between two groups ( P>0.05). Conclusion:The complete lateral position ECIRS is a safe and effective treatment for staghorn kidney calculi, and is a good complement to the ECIRS technique because of its high stone free rate in phase Ⅰ, low complication incidence and easy dissemination.

Analysis of chest imaging features of novel coronavirus pneumonia, bacterial pneumonia and viral pneumonia / 中华危重病急救医学

Objective:To investigate and summarize the chest CT imaging features of patients with novel coronavirus pneumonia (COVID-19), bacterial pneumonia and other viral pneumonia.Methods:Chest CT data of 102 patients with pulmonary infection due to different etiologies were retrospectively analyzed, including 36 patients with COVID-19 admitted to Hainan Provincial People's Hospital and the Second Affiliated Hospital of Hainan Medical University from December 2019 to March 2020, 16 patients with other viral pneumonia admitted to Hainan Provincial People's Hospital from January 2018 to February 2020, and 50 patients with bacterial pneumonia admitted to Haikou Affiliated Hospital of Central South University Xiangya School of Medicine from April 2018 to May 2020. Two senior radiologists and two senior intensive care physicians were participated to evaluated the extent of lesions involvement and imaging features of the first chest CT after the onset of the disease.Results:Bilateral pulmonary lesions were more common in patients with COVID-19 and other viral pneumonia, and the incidence was significantly higher than that of bacterial pneumonia (91.6%, 75.0% vs. 26.0%, P < 0.05). Compared with other viral pneumonia and COVID-19, bacterial pneumonia was mainly characterized by single-lung and multi-lobed lesion (62.0% vs. 18.8%, 5.6%, P < 0.05), accompanied by pleural effusion and lymph node enlargement. The proportion of ground-glass opacity in the lung tissues of patients with COVID-19 was 97.2%, that of patients with other viral pneumonia was 56.2%, and that of patients with bacterial pneumonia was only 2.0% ( P < 0.05). The incidence rate of lung tissue consolidation (25.0%, 12.5%), air bronchial sign (13.9%, 6.2%) and pleural effusion (16.7%, 37.5%) in patients with COVID-19 and other viral pneumonia were significantly lower than those in patients with bacterial pneumonia (62.0%, 32.0%, 60.0%, all P < 0.05), paving stone sign (22.2%, 37.5%), fine mesh sign (38.9%, 31.2%), halo sign(11.1%, 25.0%), ground-glass opacity with interlobular septal thickening (30.6%, 37.5%), bilateral patchy pattern/rope shadow (80.6%, 50.0%) etc. were significantly higher than those of bacterial pneumonia (2.0%, 4.0%, 2.0%, 0%, 22.0%, all P < 0.05). The incidence of local patchy shadow in patients with COVID-19 was only 8.3%, significantly lower than that in patients with other viral pneumonia and bacterial pneumonia (8.3% vs. 68.8%, 50.0%, P < 0.05). There was no significant difference in the incidence of peripheral vascular shadow thickening in patients with COVID-19, other viral pneumonia and bacterial pneumonia (27.8%, 12.5%, 30.0%, P > 0.05). Conclusions:The probability of ground-glass opacity, paving stone and grid shadow in chest CT of patients with COVID-19 was significantly higher than those of bacterial pneumonia, and it was more common in the lower lungs and lateral dorsal segment. In other patients with viral pneumonia, ground-glass opacity was distributed in both upper and lower lungs. Bacterial pneumonia is usually characterized by single lung consolidation, distributed in lobules or large lobes and accompanied by pleural effusion.

Periprosthetic fractures: the increasing challenges / 中华创伤骨科杂志

Surgery for periprosthetic fractures (PPF) is one of the most complex procedures in orthopedics. It is difficult, highly risky and extremely challenging, because the patients are usually advanced in age and suffering from essential organ dysfunction, numerous comorbidities, poor overall body condition, poor bone quality combined with osteolysis and even bone loss, and because the surgeons have to apply the concepts and techniques of Modern Orthopedic Trauma and artificial joint revision techniques in fracture fixation and prosthesis revision. This paper expounds on the clinical challenges due to the characteristics of PPF in order to call on clinical surgeons to update their concepts, deal with seriously and standardize their PPF treatment, and effectively improve their efficacy.

Combination pattern of internal fixation for periprosthesis fractures of the proximal femur after hip replacement / 中华骨科杂志

Objective:To investigate the combination of internal fixation for periprosthetic fractures of the proximal femur (PFFF) after hip arthroplasty.Methods:The data of 58 patients with periprosthetic fractures after hip arthroplasty from May 2008 to March 2022 were retrospectively analyzed, including 31 males and 27 females. The average age was 75.5±18.2 years (range, 35-95 years). There were 39 total hip arthroplasty and 19 hemiarthroplasty; 37 biological prosthesis and 21 cemented prosthesis. Intraoperative periprosthetic fractures occurred in 6 cases and 52 cases postoperatively. Unified classification system (UCS): UCS IV.3A1 type 2 cases, 3A2 type 1 case, 3B1.1 type 19 cases, 3B2.1 type 25 cases, 3B3 type 2 cases, 3C type 9 cases. Fracture site: 3 cases in zone A (greater trochanter), 46 cases in zone B (around the femoral stem), and 9 cases in zone C (distal to the tip of the femoral stem. Internal fixation is composed of primary and secondary fixation, the main fixation method was the cerclage of steel wire or titanium cable, locking compression plate, and locking attachment plate fixation. The secondary fixation method was the cerclage of titanium cable, which was required to cover three zones A, B and C to form an overall balanced fixation. The modified Harris hip scores (mHHS), plate length, working length and screw number of different internal fixation combinations were compared.Results:The follow-up time was 54.2±21.6 months (range, 11-86 months). All patients showed signs of fracture healing at 10.2±1.5 weeks (range, 7-13 weeks) after operation, and bony union was observed at 19.6±1.3 weeks (range, 17-22 weeks) after operation. No delayed union or nonunion was observed. After operation, one case had a stress fracture and was revised with double-plate internal fixation; one case had a failed internal fixation and was revised with double-plate internal fixation and a large allograft bone graft. The mHHS score of UCSIV.3B2.1 group (80.3±4.6) was the lowest at 6 months after operation, and the difference between the groups of different types was statistically significant ( F=256.72, P<0.001). The score of simple internal fixation group (91.6±4.2) was higher than that of revision combined with internal fixation group (81.9±4.1), and the difference was statistically significant ( t=8.32, P<0.001). The plate length and working length were 24.9±2.5 cm and 12.6±1.7 cm for UCS IV.3B1.1, 25.4±2.6 cm and 13.6±1.8 cm for 3B2.1 and 28.1±2.5 cm and 4.9±1.9 cm for 3C, respectively ( F=5.33, P=0.005; F=6.78, P<0.001). The number of screws in zone A was significant difference among different UCS types ( F=52.67, P<0.001); UCS IV.3B1.1 (6.5±2.3) and 3B2.1 (6.7±2.2) were more than 3B3 (3.5±1.5) and 3C (3.7±1.6). The number of screws in zone B was significant difference among different UCS types ( F=42.15, P<0.001); The number of UCS IV.3B1.1 (2.3±1.6) and 3B2.1 (2.8±1.9) were significantly more than that of 3B3 (1.0±0.5) and 3C (1.2±0.6). The number of screws in zone C was significant differences among different UCS types ( F=39.62, P<0.001); The number of UCS IV.3B1.1 (3.8±1.9) and 3B2.1 (3.9±1.7) were more than that of 3B3 (2.0±0.5), the difference was statistically significant ( P<0.05). Conclusion:The function of hip after simple internal fixation of proximal femoral periprosthetic fractures was better than that of those who underwent revision at the same time; the number of screws of UCSIV.B1 and B2 is more than that of B3.

Berberine targeting TRIM25 induced cervical cancer HeLa cell apoptosis / 中国药理学通报

Aim To study the mechanism and target of apoptosis induced by berberine ( BBR) in cervical cancer HeLa cells. Methods Drug affinity responsive target stability (DARTS) and mass spectrometry (MS) were used to identify the potential binding proteins of berberine. The binding affinity between berberine and candidate target protein was detected by microscale thermophoresis technique (MST) , and cellular thermal shift assay (CETSA) was used to detect the binding of berberine to candidate target proteins in living cells. CRISPR/Cas9 gene editing technique was used to establish candidate target protein TRIM25-deficient tumor cell lines. CCK-8 assay and Annexin V/propidium iodide combined with flow cytometry were used to detect the inhibitory and apoptotic effects of berberine on wild-type and TRIM25-KO cells. Western blot was used to detect the effect of berberine on TRIM25 and its substrate protein levels.Results DARTS found that after berberine treatment, the sensitivity of TRIM25 to pronase proteolysis showed the most significant change. MST and CETSA assays showed that berberine directly bound to TRIM25 at molecular and cellular levels, and its dissociation constant was 4.02 μmol • L

Clinical efficacy and anti-inflammation/anti-fibrosis effect of tripterygium glycosides in the treatment of diabetic nephropathy / 中国临床药理学与治疗学

AIM: To observe the clinical efficacy of multi -glycoside of tripterygium wilfordii (GTW) on diabetic nephropathy. METHODS: Fifty-one patients with diabetic kidney disease (DKD) with a history of GTW dosing admitted to the outpatient clinic of Yijishan Hospital affiliated to Wannan Medical College from June 2019 to October 2022 were selected as study subjects, and were followed up regularly to observe the changes in laboratory indexes before and after GTW dosing and adverse drug reactions after 6 months of treatment. The t-test, Mann-Whitney U-test or χ

Research Progress of Cancer-associated Fibroblasts in Hematolo- gic Malignancies --Review / 中国实验血液学杂志

Cancer-associated fibroblasts （CAF） are a key component of the tumor microenvironment, which can secrete a variety of cytokines, chemokines and growth factors, directly and indirectly support cancer cells, also alter the immune cellular environment by inhibiting the activity of immune effector cells and recruiting immunosuppressive cells, thereby allowing cancer cells to evade immune surveillance. CAF has been proven to be associated with the development, progression, and poor prognosis of solid tumors. However, the role of CAF in hematological malignancies is still unclear. This article reviews the research progress of CAF in hematological malignancies.

Comparison of clinical efficacy of intravitreal injection of Conbercept and Aflibercept in the treatment of wet age-related macular degeneration / 国际眼科杂志(Guoji Yanke Zazhi)

AIM: To compare the clinical efficacy of conbercept and aflibercept in the treatment of wet age-related macular degeneration(wARMD)based on 4 consecutive intravitreal injections.METHODS: The clinical data of 108 patients(108 eyes)who were diagnosed as wARMD and treated with intravitreal injection at our hospital from January 2019 to January 2021 were retrospectively analyzed. They were divided into conbercept group(54 cases, 54 eyes)and aflibercept group(54 cases, 54 eyes)according to the different injectable drugs. All patients received intravitreal injection once a month, with four consecutive injections. Follow up for 12mo to observe best corrected visual acuity(BCVA), central macular thickness(CMT), complications and recurrence before and after injection.RESULTS: BCVA and CMT of patients in the two groups at 1, 2, 5 and 8mo after injection had no between-group differences(P&#x0026;#x003E;0.05), but both were significantly improved compared with those before injection(P&#x0026;#x003C;0.05). By the end of follow-up, conjunctival hemorrhage occurred in 2 eyes of the conbercept group at the early stage, and increased intraocular pressure and conjunctival hemorrhage occurred respectively in 2 eyes of the aflibercept group. There were no serious complications related to drug injection such as retinal detachment, complicated cataract, endophthalmitis and retinal pigment epithelial tear in the two groups, and there was no difference in the recurrence rate between the two groups(7% vs. 6%, P=1.000).CONCLUSION: On the basis of continuous 4 times of intravitreal injection, both conbercept and aflibercept are safe and effective in the treatment of wARMD, and the efficacy is even.

Correlation between pelvic relapses of rectal cancer after radical and R0 resection: A regression model-based analysis / 中华胃肠外科杂志

Objective: To propose a new staging system for presacral recurrence of rectal cancer and explore the factors influencing radical resection of such recurrences based on this staging system. Methods: In this retrospective observational study, clinical data of 51 patients with presacral recurrence of rectal cancer who had undergone surgical treatment in the Department of Gastrointestinal Surgery, Peking University People's Hospital between January 2008 and September 2022 were collected. Inclusion criteria were as follows: (1) primary rectal cancer without distant metastasis that had been radically resected; (2) pre-sacral recurrence of rectal cancer confirmed by multi-disciplinary team assessment based on CT, MRI, positron emission tomography, physical examination, surgical exploration, and pathological examination of biopsy tissue in some cases; and (3) complete inpatient, outpatient and follow-up data. The patients were allocated to radical resection and non-radical resection groups according to postoperative pathological findings. The study included: (1) classification of pre-sacral recurrence of rectal cancer according to its anatomical characteristics as follows: Type I: no involvement of the sacrum; Type II: involvement of the low sacrum, but no other sites; Type III: involvement of the high sacrum, but no other sites; and Type IV: involvement of the sacrum and other sites. (2) Assessment of postoperative presacral recurrence, overall survival from surgery to recurrence, and duration of disease-free survival. (3) Analysis of factors affecting radical resection of pre-sacral recurrence of rectal cancer. Non-normally distributed measures are expressed as median (range). The Mann-Whitney U test was used for comparison between groups. Results: The median follow-up was 25 (2-96) months with a 100% follow-up rate. The rate of metachronic distant metastasis was significantly lower in the radical resection than in the non-radical resection group (24.1% [7/29] vs. 54.5% [12/22], χ2=8.333, P=0.026). Postoperative disease-free survival was longer in the radical resection group (32.7 months [3.0-63.0] vs. 16.1 [1.0-41.0], Z=8.907, P=0.005). Overall survival was longer in the radical resection group (39.2 [3.0-66.0] months vs. 28.1 [1.0-52.0] months, Z=1.042, P=0.354). According to univariate analysis, age, sex, distance between the tumor and anal verge, primary tumor pT stage, and primary tumor grading were not associated with achieving R0 resection of presacral recurrences of rectal cancer (all P>0.05), whereas primary tumor pN stage, anatomic staging of presacral recurrence, and procedure for managing presacral recurrence were associated with rate of R0 resection (all P<0.05). According to multifactorial analysis, the pathological stage of the primary tumor pN1-2 (OR=3.506, 95% CI: 1.089-11.291, P=0.035), type of procedure (transabdominal resection: OR=29.250, 95% CI: 2.789 - 306.811, P=0.005; combined abdominal perineal resection: OR=26.000, 95% CI: 2.219-304.702, P=0.009), and anatomical stage of presacral recurrence (Type III: OR=16.000, 95% CI: 1.542 - 166.305, P = 0.020; type IV: OR= 36.667, 95% CI: 3.261 - 412.258, P = 0.004) were all independent risk factors for achieving radical resection of anterior sacral recurrence after rectal cancer surgery. Conclusion: Stage of presacral recurrences of rectal cancer is an independent predictor of achieving R0 resection. It is possible to predict whether radical resection can be achieved on the basis of the patient's medical history.

Cross-sectional study of low anterior resection syndrome in patients who have survived more than 5 years after sphincter-preserving surgery for rectal cancer / 中华胃肠外科杂志

Objective: In this study, we aimed to investigate the prevalence of low anterior resection syndrome (LARS) in patients who had survived for more than 5 years after sphincter-preserving surgery for rectal cancer and to analyze its relationship with postoperative time. Methods: This was a single-center, retrospective, cross-sectional study. The study cohort comprised patients who had survived for at least 5 years (60 months) after undergoing sphincter- preserving radical resection of pathologically diagnosed rectal adenocarcinoma within 15 cm of the anal verge in the Department of Gastrointestinal Surgery, Peking University People's Hospital from January 2005 to May 2016. Patients who had undergone local resection, had permanent stomas, recurrent intestinal infection, local recurrence, history of previous anorectal surgery, or long- term preoperative defecation disorders were excluded. A LARS questionnaire was administered by telephone interview, points being allocated for incontinence for flatus (0-7 points), incontinence for liquid stools (0-3 points), frequency of bowel movements (0-5 points), clustering of stools (0-11 points), and urgency (0-16 points). The patients were allocated to three groups based on these scores: no LARS (0-20 points), minor LARS (21-29 points), and major LARS (30-42 points). The prevalence of LARS and major LARS in patients who had survived more than 5 years after surgery, correlation between postoperative time and LARS score, and whether postoperative time was a risk factor for major LARS and LARS symptoms were analyzed. Results: The median follow-up time of the 160 patients who completed the telephone interview was 97 (60-193) months; 81 (50.6%) of them had LARS, comprising 34 (21.3%) with minor LARS and 47 (29.4%) with major LARS. Spearman correlation analysis showed no significant correlation between LARS score and postoperative time (correlation coefficient α=-0.016, P=0.832). Multivariate analysis identified anastomotic height (RR=0.850, P=0.022) and radiotherapy (RR=5.760, P<0.001) as independent risk factors for major LARS; whereas the postoperative time was not a significant risk factor (RR=1.003, P=0.598). The postoperative time was also not associated with LARS score rank and frequency of bowel movements, clustering, or urgency (P>0.05). However, the rates of incontinence for flatus (3/31, P=0.003) and incontinence for liquid stools (8/31, P=0.005) were lower in patients who had survived more than 10 years after surgery. Conclusions: Patients with rectal cancer who have survived more than 5 years after sphincter-preserving surgery still have a high prevalence of LARS. We found no evidence of major LARS symptoms resolving over time.

Prediction method for weaning outcomes based on machine learning and electrical impedance tomography / 医疗卫生装备

Objective To propose a method for predicting weaning outcomes based on machine learning and electrical impedance tomography(EIT).Methods Firstly,EIT image features were extracted from a total of 84 samples from 30 patients,and the important features screened with the extreme gradient boosting(XGBoost)algorithm were used as inputs to the model.Secondly,the prediction model was built with six machine learning methods,namely random forest(RF),support vector machines(SVM),XGBoost,gradient boosting decision tree(GBDT),logistic regression(LR)and decision tree(tree).Then the prediction model had its prediction performance evaluated by AUC,accuracy,sensitivity and specificity under imbalanced dataset,over-sampling balanced dataset and random under-sampling balanced dataset.Results In terms of AUC,accuracy and specificity,the model under the over-sampling balanced dataset and the random under-sampling balanced dataset behaved better than that under the imbalanced dataset(P＜0.05);in terms of sensitivity,the difference in model performance between the over-sampling balanced dataset and the imbalanced dataset was not statistically significant(P＞0.05),and the model performance under the random under-sampling balanced dataset decreased when compared with that under the imbalanced dataset(P＜0.05).There were no significant differences between the model performance under the over-sampling balanced dataset and that under the random under-sampling balanced dataset(P＞0.05).The model based on XGBoost behaved the best under the over-sampling balanced dataset,with an AUC of 0.769,an accuracy of 0.808,a sensitivity of 0.938 and a specificity of 0.600.Conclusion The method based on machine learning and EIT predicts weaning outcomes of patients with prolonged mechanical ventilation,and thus can be used for auxiliary decision support for clinicians to determine the appropriate timing of weaning.[Chinese Medical Equipment Journal,2023,44(10):1-6]

A systematic review and meta-analysis comparing cardiac CT angiography with transesophageal echocardiography in planning left atrial appendage closure / 中国介入心脏病学杂志

Objective To systematically evaluate the differences in preoperative planning for left atrial appendage closure(LAAC)using cardiac CT angiography(CCTA)and transesophageal echocardiography(TEE).Methods Relevant studies comparing CCTA and TEE for preoperative assessment of LAAC published from the inception of each database to July 18,2023,were searched in PubMed,EMBASE,the Cochrane Library,CNKI,Wanfang,and CBM database.Meta-analysis was performed using RevMan 5.4 and Stata 15.1.Results A total of 21 studies with 2 137 patients were included.Compared to TEE,preoperative CCTA measurement of the left atrial appendage(LAA)showed a larger maximum diameter(MD 2.27 mm,95％CI 1.70-2.83,P＜0.001)and higher accuracy in predicting occlusion device(RR 1.67,95％CI 1.39-2.01,P＜0.001).Subgroup analysis based on whether 3D reconstruction was performed and occlusion device type showed similar results.There was no statistically significant difference in the surgical success rate(RR 1.03,95％CI 0.98-1.08,P=0.230)between the two imaging methods.Additionally,preoperative 3D reconstruction based on CCTA resulted in fewer occlusion devices used(MID-0.29,95％CI-0.53--0.04,P=0.020),less contrast agent usage(MD-4.48 ml,95％CI-7.40—-1.56,P=0.003),shorter operative time(MD-14.98 min,95％CI-17.79—-12.17,P＜0.001),and a lower rate of postoperative residual leakage(RR 0.59,95％CI 0.36-0.99,P=0.040).Conclusions Compared to TEE,preoperative CCTA for LAAC improves the accuracy of occlusion device prediction.3D reconstruction based on CCTA reduces the occlusion devices used and the usage of contrast agents,shortens the operative time,improves surgical efficiency,and is associated with a lower rate of postoperative residual leakage.Therefore,CCTA has more advantages in preoperative planning for LAAC.

Re-evaluation of systematic reviews of acupuncture and moxibustion for children with cerebral palsy / 中国针灸

OBJECTIVE@#To assess the methodological quality, report quality and evidence quality of the Meta-analysis and systematic reviews of acupuncture and moxibustion for children with cerebral palsy, aiming to provide decision-making basis for clinical treatment.@*METHODS@#The systematic reviews and Meta-analysis of acupuncture and moxibustion for children with cerebral palsy were searched in CNKI, Wanfang, VIP, SinoMed, Cochrane Library, PubMed and EMbase. The retrieval time was from the database establishment to June 30th, 2022. AMSTAR 2 (a measurement tool to assess systematic reviews) was used to evaluate the methodological quality， and PRISMA (preferred reporting items for systematic reviews and Meta-analyses) was used to evaluate the report quality, and GRADE was used to evaluate the quality of evidence.@*RESULTS@#A total of 14 systematic reviews were included, including 37 primary outcome indexes. According to AMSTAR 2 evaluation results, there were 4 low quality studies, 10 very low quality studies, and low scores on items 2, 4, 7, 10 and 16. PRISMA scores ranged from 15 to 25, and the main reporting problems reflected in structured abstracts, program and registration, retrieval, and funding sources, etc. According to the GRADE classification results, there were 3 high quality evidences, 7 medium quality evidences, 10 low quality evidences and 17 very low quality evidences. The main downgrading factors were limitations, imprecision and publication bias.@*CONCLUSION@#Acupuncture and moxibustion has a certain effect for cerebral palsy in children, but the quality of methodology, reporting and evidence in the included literature is poor, and the comparison of curative effect between different acupuncture and moxibustion methods is unclear.