Objective:To evaluate artificial intelligence constructed by deep convolutional neural network (DCNN) for the site identification in upper gastrointestinal endoscopy.Methods:A total of 21 310 images of esophagogastroduodenoscopy from the Cancer Hospital of Chinese Academy of Medical Sciences from January 2019 to June 2021 were collected. A total of 19 191 images of them were used to construct site identification model, and the remaining 2 119 images were used for verification. The performance differences of two models constructed by DCCN in the identification of 30 sites of the upper digestive tract were compared. One model was the traditional ResNetV2 model constructed by Inception-ResNetV2 (ResNetV2), the other was a hybrid neural network RESENet model constructed by Inception-ResNetV2 and Squeeze-Excitation Networks (RESENet). The main indices were the accuracy, the sensitivity, the specificity, positive predictive value (PPV) and negative predictive value (NPV).Results:The accuracy, the sensitivity, the specificity, PPV and NPV of ResNetV2 model in the identification of 30 sites of the upper digestive tract were 94.62%-99.10%, 30.61%-100.00%, 96.07%-99.56%, 42.26%-86.44% and 97.13%-99.75%, respectively. The corresponding values of RESENet model were 98.08%-99.95%, 92.86%-100.00%, 98.51%-100.00%, 74.51%-100.00% and 98.85%-100.00%, respectively. The mean accuracy, mean sensitivity, mean specificity, mean PPV and mean NPV of ResNetV2 model were 97.60%, 75.58%, 98.75%, 63.44% and 98.76%, respectively. The corresponding values of RESENet model were 99.34% ( P<0.001), 99.57% ( P<0.001), 99.66% ( P<0.001), 90.20% ( P<0.001) and 99.66% ( P<0.001). Conclusion:Compared with the traditional ResNetV2 model, the artificial intelligence-assisted site identification model constructed by RESENNet, a hybrid neural network, shows significantly improved performance. This model can be used to monitor the integrity of the esophagogastroduodenoscopic procedures and is expected to become an important assistant for standardizing and improving quality of the procedures, as well as an significant tool for quality control of esophagogastroduodenoscopy.

Objective:To study the clinical features and drug resistance profile of neonatal sepsis caused by different species of Klebsiella.Methods:From January 2009 to December 2018, cryopreserved Klebsiella strains from blood culture of neonatal sepsis cases in NICU of our hospital were reactivated. Molecular identification and antimicrobial susceptibility tests were performed. Clinical features, laboratory tests, drug resistance profile and prognosis of these patients were analyzed retrospectively.Results:A total of 29 strains of Klebsiella were reactivated. Molecular identification assigned 22 cases (75.9%) into Klebsiella pneumoniae (Kpn) group and 7 cases (24.1%) into Klebsiella quasipneumoniae (Kqu) group. Gestational age and birth weight of Kpn group were higher than Kqu group [(33.1±3.2) weeks vs. (30.6±0.9) weeks, (1 847±677) g vs. (1 416±121) g] ( P<0.05). Abdominal distension was more common in Kqu group than Kpn group [42.9% (3/7) vs. 4.5% (1/22), P<0.05]. No significant differences existed in the laboratory tests including white blood cell count, platelet count, hypersensitive C-reactive protein and procalcitonin between the two groups ( P>0.05). Kpn was 100.0% sensitive to Cefazolin-Tazobactam and Amikacinto and less sensitive to Imipenem and Cefperazone-Sulbactam, Meropenem and Ertapenem. Kqu was generally more sensitive than Kpn and the sensitivity of Kqu to Imipenem was 100.0%. No significant differences existed of the prognosis between the two groups ( P>0.05). Conclusions:Kpn is the main pathogen of neonatal Klebsiella sepsis. Kqu sepsis is more common in neonates with smaller gestational age and lower birth weight. Abdominal distention is common presenting symptom in Kpn sepsis and sensitive antibiotics should be used early.

Background Programmed necrosis is closely related to the occurrence and development of neurodegenerative diseases, but whether lead causes programmed cell necrosis has not been reported. Objective This experiment is designed to probe into the function of programmed necrosis and the effect of its inhibitor on lead-induced microglia (BV2 cell) injury. Methods The BV2 cells at logarithmic growth phase were treated with 0, 1, 5, 10, 25, 50, 100, and 200 μmol·L⁻¹ lead acetate for 12, 24, 36, and 48 h, respectively, and methylthiazolyldiphenyl-tetrazolium bromide (MTT) was used to determine cell viability. After treatment with 0, 25, 50, and 100 μmol·L⁻¹ lead acetate for 24 h, enzyme-linked immunosorbent assay, Western blotting, and flow cytometry were used to determine the expressions of tumor necrosis factor-α (TNF-α), receptor-interacting protein kinase 3 (RIPK3), receptor-interacting protein kinase 1 (RIPK1), and mixed lineage kinase domain-like protein (MLKL) in the cells, and the effect of RIPK1 inhibitor Nec-1 pretreatment on lead-induced BV2 cell injury . Results The BV2 cell viability decreased with higher lead concentration (r_{12 h}=−0.995, r_{24 h}=−0.984, r_{36 h}=−0.983, r_{48 h}=−0.981, all P<0.01) and time extension (only for 5 μmol·L⁻¹ lead acetate, r=−0.994, P<0.01). Compared with the control group, the BV2 cell viability decreased at the same exposure time when the concentration of lead was above 10 μmol·L⁻¹ (P<0.01). Compared with the control group, the expressions of RIPK1 and MLKL were increased in the 25, 50, and 100 μmol·L⁻¹ lead groups (P<0.05 or 0.01), accompanied by an increase in the contents of inflammatory cytokine TNF-α, especially in the 100 μmol·L⁻¹ lead group, the increment was the highest (P<0.01). The expression levels of p-RIPK1 and p-MLKL in BV2 cells were both increased when the concentration of lead acetate was above 50 μmol·L⁻¹ (P<0.01). In addition, pretreatment with Nec-1 increased the cell viability rate and decreased the necrosis and late apoptosis rate of BV2 cells exposed to lead compared with corresponding lead exposure groups (P<0.05). Conclusions Lead can reduce BV2 cell viability, increase necrosis rate, and up-regulate the expressions of RIPK1, RIPK3, amd MLKL, and the phosphorylation levels of RIPK1 and MLKL. The RIPK1 inhibitor Nec-1 has an intervention effect on lead-induced damage in BV2 cells, indicating that programmed necrosis may play a role in lead neurotoxicity.

The high incidence of coronavirus disease 2019 (COVID-19) and high mortality of critical patients have posed a great challenge to global public health resources. Currently there are no specific antiviral drugs and vaccines available for COVID-19, which has drawn the attention to the usefulness of convalescent plasma (CP) again, so the application of CP in the adult patients with COVID-19 is reviewed. The main contents include the possible mechanism of CP, the evidence of CP in the treatment of COVID-19 patients, the safety of clinical application of CP and the main factors affecting the clinical effect of CP, which may provide some basis for clinicians to choose CP for the treatment of adult patients with COVID-19.

Acid protease, an important aspartic protease, has been widely used in food, pharmaceutical and tanning industries. To promote the research and application of acid protease, an acid protease gene (pepA) from Aspergillus oryzae was obtained from fermented soy based on metagenome sequencing, and then cloned and transformed into Pichia pastoris GS115 for heterologous expression. The characteristic of recombinant PepA was also investigated. The activity of acid protease in the culture supernatant of P. pastoris was 50.62 U/mL. The molecular mass of PepA was about 50 kDa, and almost no other proteins in the supernatant were observed, as shown by SDS-PAGE. The optimum pH and temperature of PepA were determined as pH 4.5 and 50 ℃. Mn²⁺ and Cu²⁺ enhanced the activity of PepA, whereas Fe³⁺, Fe²⁺ and Ca² had inhibitory effects on its activity. The above findings can provide guidance for heterologous expression and industrial application of acid protease from Aspergillus oryzae.
Aspergillus oryzae ; Cloning, Molecular ; Endopeptidases ; Hydrogen-Ion Concentration ; Pichia ; Recombinant Proteins ; Temperature

Objectives To assess the clinical outcomes,the technical characteristics of percutaneus endoscopic interlaminar decompression for lumbar lateral recess stenosis in elderly patients.Methods From May 2014 to June 2015,76 elderly patients with lumber lateral recess stenosis were accepted percutaneus endoscopic interlaminar decompression,including 48 males and 28 females aged from 60-91 years old (average,71.7:8.8 years).There were 40 patients with stenosis in L45,29 patients with stenosis in L5S1 and 7 patients with stenosis in L4.5 and L5S1.Back and leg pain were assessed by visual analogue scale (VAS).The influence of pain was evaluated by Oswestry disability index (ODI).The change of spinal canal was assessed by lateral recess angle.The MacNab criteria was evaluated at last follow-up.Results All of the 76 operations had been completed successfully with an average operation time of 64.3±23.9 min (range,56-98 min).An average follow-up time was 31.5 months (range,24-36months).There was no operative segment errors and nerve root tear during operation.Dural sac tear in 1 case,2 cases of nerve root injury and 1 case of postoperative kakesthesia,transient seizures after anesthesia occurred in 1 case and 1 case had postoperative delirium.There were significances in lumbocrural pain scores,leg pain scores and ODI scores between preoperation and postoperative 1,3,6,12 month and last follow-up (P＜0.05).In the MacNab last follow-up,the fineness rate was 92.1％,including 52 cases of excellence,18 cases of good,and 6 cases of fair.The latera recess angle between preoperation and postoperation was significantly different.During follow-up period,there were 3 cases developed into lumbar instability.No recurrence,discitis and leakage of cerebrospinal fluid were found,delayed incision healing was found in 1 case.Conclusions Percutaneus endoscopic interlaminar decompression for lumbar lateral recess stenosis in elderly patients is a safe,effective and minimally invasive method of operation with the characteristics of precise decompression of bone stenosis,sufficient resection of ligamentum flavum to decompress soft stenosis,small effect on spinal stability and low complications.

Objective To evaluate the clinical efficacy of anterior single segmental decompression and instrumentation through Endoring self-support retractor-assisted minimally invasive small incision approach in the treatment of Denis type B thoracolumbar burst fractures.Methods A retrospective case series study was made on 26 cases (14 males and 12 females,mean age of 48.5 years) of Denis type B thoracolumbar burst fractures treated by anterior single segmental decompression and instrumentation through Endoring self-support retractor-assisted minimally invasive small incision approach from January 2007 to June 2009.Age was 18-68 years (mean,48.5 years).The fractured vertebrae included T1 in three cases,L1 in 18 and L2 in five.The neurological status was Grade C in eight cases,Grade D in 12 cases and Grade E in six cases according to American Spinal Injury Association (ASIA) classification.The operation duration,blood loss and incision length were recorded.The neurological function,lower back pain were evaluated by visual analogue score (VAS),correction of kyphosis and restoration of the fractured vertebral body height followed and documented at 3,6 and 9 months and annually after surgery.The healing of the graft was assessed using Brantigan method based on 3-dimensional computed tomography at final follow-up.Results All patients were successfully managed with this approach.The operation duration was (214.6 ± 30.5)min,and the intraoperative blood loss was (389.7 ± 57.1) ml.The length of incision was (8.5 ± 1.3) cm.All patients were followed up for (6.3 ± 0.4) years.At final follow-up,the neurological functions of all patients with incomplete neurological deficit were improved for at least one grade.The VAS of lower back pain was improved from preoperative (7.8-± 1.6) points to (2.1 ± 0.8) points at final follow-up (P ＜ 0.05).The height of the intervertebral body was restored from preoperative (29.8 ± 5.3) mm to (35.2 ± 2.4) mm at final follow-up (P ＜ 0.05).The kyphosis was corrected from preoperative (20.4 ± 11.7) ° to (11.3 ± 5.5) ° at final follow-up (P ＜ 0.05).Bone fusion was achieved in all patients,with no looseness,breakage or displacement of internal fixation at follow-up.Conclusions Anterior single segmental decompression and instrumentation through Endoring self-support retractor-assisted minimally invasive small incision approach can reduce the surgical trauma,achieve complete spinal canal decompression,adjust kyphosis,fix segment,obtain high rate of bone graft fusion and hence is a safe and effective method with minimal invasion for Denis type B thoracolumbar burst fractures.

The morbidity of nutritional risk and malnutrition generally increase in inpatients. The clinical nutritional therapy is gradually recognized by health care providers. The ways of nutritional therapy include oral nutritional supplement (ONS),intubation feeding and parenteral nutrition with ONS for the first choice. This paper summarized the application status of ONS in many fields of clinic so as to provided references for nurses to understand fully and apply ONS in standard.

This review outlined the status of malnutrition in hospitalized patients around the world, introduced the application of various nutritional screening tools and elaborated the important effects of nutrition risk evaluation and intervention on clinical outcome of patients. To solve the problem of shortage of systematic and cooperative work in clinical nutrition management in China, software of nutrition screening and management was designed so as to simplify the nutrition management process and provide a powerful guarantee for promoting clinical nutrition treatment work.

In view of the fact that medical inspection equipment sold in the domestic market is mainly imported from abroad and very expensive, we developed a full-automatic fluorescence analyzer in our center, presented in this paper. The present paper introduces the hardware architecture design of FPGA/DSP motion controlling card+PC+ STM32 embedded micro processing unit, software system based on C# multi thread, design and implementation of double-unit communication in detail. By simplifying the hardware structure, selecting hardware legitimately and adopting control system software to object-oriented technology, we have improved the precision and velocity of the control system significantly. Finally, the performance test showed that the control system could meet the needs of automated fluorescence analyzer on the functionality, performance and cost.
Automation, Laboratory ; Equipment Design ; Fluorescence ; Software