Electrocardiogram (ECG) monitoring owns important clinical value in diagnosis, prevention and rehabilitation of cardiovascular disease (CVD). With the rapid development of Internet of Things (IoT), big data, cloud computing, artificial intelligence (AI) and other advanced technologies, wearable ECG is playing an increasingly important role. With the aging process of the population, it is more and more urgent to upgrade the diagnostic mode of CVD. Using AI technology to assist the clinical analysis of long-term ECGs, and thus to improve the ability of early detection and prediction of CVD has become an important direction. Intelligent wearable ECG monitoring needs the collaboration between edge and cloud computing. Meanwhile, the clarity of medical scene is conducive for the precise implementation of wearable ECG monitoring. This paper first summarized the progress of AI-related ECG studies and the current technical orientation. Then three cases were depicted to illustrate how the AI in wearable ECG cooperate with the clinic. Finally, we demonstrated the two core issues-the reliability and worth of AI-related ECG technology and prospected the future opportunities and challenges.
Humans ; Artificial Intelligence ; Reproducibility of Results ; Electrocardiography ; Cardiovascular Diseases ; Wearable Electronic Devices

Cordyceps sinensis(C.sinensis)is a widely used and highly valuable traditional Chinese medicine.Several dipeptides have been detected in C.sinensis,but current scientific knowledge of its chemical makeup remains limited.In this study,an improved approach that integrates offline two-dimensional liquid chromatography(2D LC)separation,precursor ion list,library screening,and diagnostic ion filtering was established to systematically screen and characterize dipeptides in C.sinensis.Offline 2D LC integrating hydrophilic interaction LC and reverse phase separations was established to eliminate interference and identify the target dipeptides.A library containing the potential 400 dipeptides was created,and a precursor ion list with all theoretical precursor ions was adopted to trigger the MS/MS scan with high sensitivity.To identify dipeptides,the type and connection sequence of amino acids were determined according to the product ions.Ile and Leu residues were differentiated for the first time according to the characteristic ion at m/z 69.07.Ultimately,170 dipeptides were identified or tentatively characterized from C.sinensis,and most are reported for the first time in this species herein.In addition,the identified dipeptides were also applied for discrimination among the three Cordyceps species,and 11 markers were identified.The obtained results provide a deeper understanding of the chemical basis of C.sinensis.

Since the end of 2019, the COVID-19 caused by 2019-nCoV has emerged and the pandemic ravaged the world, which seriously threatens global public health security and economic development. 2019-nCoV vaccine is an effective weapon to combat the viral infection, however, studies have shown that vaccine-induced immune protection decreases over time, coupled with some novel and immune escape variants continual emerging. Therefore, it is urgent to complete booster immunization to improve protection. At present, 2019-nCoV vaccines based on a variety of technical platforms have been approved and available in China. Therefore, we developed this sequential vaccination strategy guide to provide documentation guidance for the prevention and control of the epidemic caused by 2019-nCoV and its variant strains.

OBJECTIVE：To investigate the efficacy of hormone combined with cyclophosphamide in the treatment of connective tissue disease-associated interstitial lung disease （CTD-ILD）and to analyze its influential factors. METHODS ：100 patients diagnosed as CTD-ILD in our hospital from Jan. 2018 to Jan. 2019 were randomly divided into observation group and control group ，with 50 cases in each group. Control group was treated with Compound cyclophosphamide tablets ，50 mg each time，3-4 times each day. Observation group was additionally treated with Prednisone acetate tablets ，10 mg each time ，3-4 times each day ，on the basis of control group. Treatment courses of 2 groups lasted for 6 months. The clinical efficacy ，the occurrence of ADR，lung function before and after treatment ，the levels of peripheral IL- 6，CRP and PCT and quality of life （SGRQ score ）were compared between 2 groups. According to the therapeutic efficacy ，all patients were divided into effective group and ineffective group. The related factors influencing the clinical efficacy of CTD-ILD were analyzed by univariate and multivariate Logistic regression analysis. RESULTS ：After treatment ，total response rate ，FVC，FEV1 and DLCO of observation group were significantly higher than those of control group ，while SGRQ score ，levels of IL- 6，CRP and PCT in peripheral blood were significantly lower than control group （P＜0.05）. There was no significant difference in the total incidence of ADR between 2 groups（P＞0.05）. Univariate analysis showed that there were no significant differences in gender ，age，past medical history and CTD type between effective group and ineffective group （P＞0.05）. However ，there were statistical significancant differences in the distribution of different levels of IL- 6，CRP and PCT in peripheral blood between 2 groups（P＜0.05）. Multivariate Logistic regression analysis showed that IL- 6 was an independent risk factor for therapeutic efficacy of combined therapy [OR （95％CI）＝ 4.537（3.668，10.352），P＝0.002]. CONCLUSIONS ：Hormone combined with cyclophosphamide can significantly improve the therapeutic efficacy of CTD-ILD patients ，improve their lung function and quality of life ，and reduce the expression level of inflammatory factors. The level of IL- 6 is an independent risk factor affecting the efficacy of the treatment ，and its changes should be paid close attention to during the treatment.

With continuous discovery of tumor immune targets and continuous changes in antibody research and development technology, antibody drugs are becoming more and more widely used in clinical practice. However, some targets are not only expressed on tumor cells, but also on red blood cells. Therefore, the clinical application of antibodies against the corresponding targets may interfere with the detection of blood transfusion compatibility, resulting in difficulty in blood matching or delay of blood transfusion. This consensus summarizes the current solutions for the interference of CD38 monoclonal antibody (CD38 mAb) in transfusion compatibility testing. After analyzing the advantages and disadvantages of different methods, polybrene and sulfhydryl reducing agents [dithiothreitol (DTT) or 2-mercaptoethanol (2-Me)], as a solution for CD38 mAb interference in blood compatibility testing, are recommended for Chinese patients, so as to eliminate blood transfusion interference produce by CD38 mAb and further provide a pre-transfusion workflow for clinicians and technicians in Department of Blood Transfusion.

Objective: To evaluate the accuracy of the new non-invasive liver disease model platelet-albumin-bilirubin index (PALBI) in the diagnosis of patients with acute upper gastrointestinal hemorrhage (AUGIB) due to cirrhosis. Methods: 277 patients with AUGIB due to cirrhosis were analyzed retrospectively. The data of platelet, total bilirubin, albumin, creatinine, international standardized ratio and etiology of cirrhosis were collected. Univariate and multivariate logistic regression analysis was used to identify independent risk factors for death in patients with cirrhosis complicated by AUGIB. Analysis of variance was used to compare the differences between the model for end-stage liver disease (MELD) and PALBI grades. Pearson correlation analysis was used to assess the association between MELD and PALBI. The operating characteristic curve (ROC) was used to compare the predictive power of both for short-term and long-term mortality in patients with cirrhosis complicated by AUGIB. Results: The short-term and long-term mortality rates of patients with cirrhosis complicated by AUGIB were 13.7% and 23.5%, respectively. The average hospital stay was (9.1±3.9)days. The high MELD score and high PALBI index were confirmed as independent risk factors of death by single factor and multiple factors [odds ratio (OR)=1.17, 4.43; P<0.05]; the Pearson correlation analysis showed there was a positive correlation between MELD score and PALBI index (r=0.735, P<0.05). The PALBI score was scored in MELD-a patients, further subdivided into PALBI-1a and PALBI-1b. There were statistical difference in the 1-year mortality rate between the two groups (7.0% vs 17.8%, χ²=4.033, P<0.05). The ROC curve was used to compare the predictive power of MELD and PALBI for short-term mortality. The area under curve (AUC) of PALBI was 0.767 (95% CI: 0.712-0.815), while the AUC of the MELD score was 0.651 (95% CI: 0.591-0.707), with statistically significant difference (Z=2.328, P<0.05). The predictive power of PALBI and MELD for long-term mortality were 0.731(95% CI: 0.674-0.782), 0.754 (95% CI: 0.699-0.804), but the difference was not statistically significant (Z=0.828, P>0.05). Conclusions PALBI has a better predictive effect on patients with cirrhosis complicated by AUGIB than MELD scores. PALBI can achieve a more precise prognosis classification for patients with MELD-a, and maintain a good prediction ability on the short-term (within 30 days of hospitalization and discharge) and long-term (within 1 year after discharge) mortality of patients. As a new liver disease model, PALBI can be used as an effective non-invasive means to judge the prognosis of patients with liver cirrhosis complicated by AUGIB .

Objective To evaluate the effects on nutritional intakes and clinical outcomes of severe brain injury patients receiving percutaneous gastrojejunostomy (PEG-J) feedings. Methods The severe brain injury patients treated in ICU of Changshu No.1 Hospital from Jan 2013 to Dec 2016 were enrolled in the study. Patients were randomized into: control group, patients received nasoduodenal feedings and treatment group, patients received PEG-J feedings. The feeding speed was adjusted according to the amount of gastric residual or reflux vomiting. The daily dose of enteral nutrition in the first week, endocrine function, immune function, nutritional states and clinical outcomes were recorded. Results Totally 87 patients were enrolled in this study, 45 patients in the control group and 42 patients in the treatment group. The daily dose of enteral nutrition of the treatment group were significantly more than the control group from the fourth to the seventh days (P= 0.001, <0.01, 0.024), the CD4+T-lymphocyte percentage and CD4+/CD8+ ratio were significantly higher in the treatment group on day 7 (P=0.03, 0.01), levels of thyroidstimulating hormone, free triiodothyronine and free thyroxine of the treatment group were higher (P=0.036, 0.013, 0.025), and the level of hormonal was lower in the treatment group (P=0.004).The levels of albumin, prealbumin and insulin dosage were not significantly different between the two groups, neither did mortality, rates of organ failures. But the treatment group has a higher Barthel index scores (P=0.049), shorter length of mechanical ventilation and stay ICU (P=0.044, 0.048), and the lower incidence of vomiting and ventilator associated pneumonia (P=0.013, 0.037). Conclusions PEG-J could increase energy intake, improve immunity and endocrine function, promote the recovery of life ability, reduce the incidence of VAP, shorten mechanical ventilation time and ICU stay in severe brain injury patients.

Objective To explore the influence of percutaneous gastrostomy-jejunostomy ( PEG-J) on the nutritional status and prognosis of critically ill patients in ICU .Methods Totally 58 patients who received me-chanical ventilation in the ICU of Changshu No .1 People's Hospital from January 2013 to December 2015 were di-vided into two groups according to random number table:treatment group ( n=28, enteral nutrition by establis-hing PEG-J tube in 120 hours after excluding contraindications );and control group ( n=30, nasogastric tube as the way of giving enteral nutrition and if delayed gastric emptying happened , nasogastric tube would be replaced by nasointestinal tube).The incidence of ventilation-associated pneumonia (VAP) within 28 days, duration of ICU stay, and duration of mechanical ventilation were compared between these two groups .Results The inci-dence of 28-day VAP (7.14%vs.26.67%, P=0.049), duration of ICU stay [ (13.6 ±5.9) d vs.(16.8 ± 4.4) d, P=0.024], duration of mechanical ventilation [ (8.1 ±5.0) d vs.(10.7 ±4.5) d, P=0.041] were significantly lower or shorter in treatment group than in control group .Conclusions The use of PEG-J tube for enteral nutrition in critically ill patients is reliable and safe .It also helps to reduce VAP .

Background:Conventional gastrointestinal endoscopy is incapable of determining the deriving layers,size and nature of submucosal lesions,however,mini probe ultrasonography(MPS)is effective for mural stratification and determining the deriving layers and nature of lesions within gastrointestinal wall,and is considered to be an optimal examination for suspected submucosal tumors before endoscopic or surgical operation. Aims:To assess the diagnostic value of MPS for gastrointestinal submucosal lesions and the significance of MPS-assisted endoscopic therapy. Methods:A total of 69 patients with presumed gastrointestinal submucosal protruded lesions were retrospectively enrolled. All of them underwent MPS and then endoscopic therapy,such as cyst incision,high frequency electric snare resection,endoscopic mucosal resection and endoscopic submucosal dissection were performed according to the deriving layers,size and nature determined by MPS. The ultimate diagnosis was confirmed by histopathological examination. Results:In the 69 cases of lesions,MPS showed that 15 were derived from muscularis mucosa,40 from submucosa,and 14 from muscularis propria;10 of them were considered as cyst,18 were stromal tumor,8 were leiomyoma,6 were ectopic pancreas,15 were neuroendocrine tumor,and 12 were lipoma. Compared with pathological diagnosis,an overall coincidence rate of 91. 3%(63 / 69)was achieved by MPS. Conclusions:The accuracy rate of MPS is high for determining the deriving layers and nature of gastrointestinal submucosal protruded lesions prior to the attempting of endoscopic removal. It might be helpful for selecting treatment modalities for this kind of lesions.

Objective:To observe the clinical effect of endoscopic nasobiliary drainage on the prevention of hyperamylasemia and pancreatitis after endoscopic retrograde cholangiopancreatography(ERCP).Methods:A total of 120 patients who were go-ing to undergo ERCP were selected as the research object and randomly divided into the control group(n=60)and the experi-mental group(n=60).After ERCP,patients in the control group did not receive endoscopic nasobiliary drainage,and patients in the experimental group received endoscopic nasobiliary drainage.At 3,12,24 h after ERCP,the level of serum amylase was detected,and the incidence rates of hyperamylasemia and pancreatitis in the two groups were compared.Results:There was no significant difference in the gender,age,etc.between the experimental group and the control group(P >0.05).The incidence rate of hyperamylasemia in the experimental group was 10%,significantly lower than that in the control group (26.7%),P <0.01.The incidence rate of pancreatitis in the experimental group was 3.33%,significantly lower than that in the control group (11.67%),P <0.05.The levels of serum amylase in the experimental group were significantly lower than that in the control group at 3,12,24 h after ERCP(P <0.05).Conclusions:Endoscopic nasobiliary drainage given after ERCP can effec-tively reduce the incidence rates of hyperamylasemia and pancreatitis.