Objective:To investigate the feasibility and accuracy of computer vision-based artificial intelligence technology in detecting and recognizing instruments and organs in the scenario of radical laparoscopic gastrectomy for gastric cancer.Methods:Eight complete laparoscopic distal radical gastrectomy surgery videos were collected from four large tertiary hospitals in China (First Medical Center of Chinese PLA General Hospital [three cases], Liaoning Cancer Hospital [two cases], Liyang Branch of Jiangsu Province People's Hospital [two cases], and Fudan University Shanghai Cancer Center [one case]). PR software was used to extract frames every 5–10 seconds and convert them into image frames. To ensure quality, deduplication was performed manually to remove obvious duplication and blurred image frames. After conversion and deduplication, there were 3369 frame images with a resolution of 1,920×1,080 PPI. LabelMe was used for instance segmentation of the images into the following 23 categories: veins, arteries, sutures, needle holders, ultrasonic knives, suction devices, bleeding, colon, forceps, gallbladder, small gauze, Hem-o-lok, Hem-o-lok appliers, electrocautery hooks, small intestine, hepatogastric ligaments, liver, omentum, pancreas, spleen, surgical staplers, stomach, and trocars. The frame images were randomly allocated to training and validation sets in a 9:1 ratio. The YOLOv8 deep learning framework was used for model training and validation. Precision, recall, average precision (AP), and mean average precision (mAP) were used to evaluate detection and recognition accuracy.Results:The training set contained 3032 frame images comprising 30 895 instance segmentation counts across 23 categories. The validation set contained 337 frame images comprising 3407 instance segmentation counts. The YOLOv8m model was used for training. The loss curve of the training set showed a smooth gradual decrease in loss value as the number of iteration calculations increased. In the training set, the AP values of all 23 categories were above 0.90, with a mAP of 0.99, whereas in the validation set, the mAP of the 23 categories was 0.82. As to individual categories, the AP values for ultrasonic knives, needle holders, forceps, gallbladders, small pieces of gauze, and surgical staplers were 0.96, 0.94, 0.91, 0.91, 0.91, and 0.91, respectively. The model successfully inferred and applied to a 5-minutes video segment of laparoscopic gastroenterostomy suturing.Conclusion:The primary finding of this multicenter study is that computer vision can efficiently, accurately, and in real-time detect organs and instruments in various scenarios of radical laparoscopic gastrectomy for gastric cancer.

Objective:To investigate the feasibility and accuracy of computer vision-based artificial intelligence technology in detecting and recognizing instruments and organs in the scenario of radical laparoscopic gastrectomy for gastric cancer.Methods:Eight complete laparoscopic distal radical gastrectomy surgery videos were collected from four large tertiary hospitals in China (First Medical Center of Chinese PLA General Hospital [three cases], Liaoning Cancer Hospital [two cases], Liyang Branch of Jiangsu Province People's Hospital [two cases], and Fudan University Shanghai Cancer Center [one case]). PR software was used to extract frames every 5–10 seconds and convert them into image frames. To ensure quality, deduplication was performed manually to remove obvious duplication and blurred image frames. After conversion and deduplication, there were 3369 frame images with a resolution of 1,920×1,080 PPI. LabelMe was used for instance segmentation of the images into the following 23 categories: veins, arteries, sutures, needle holders, ultrasonic knives, suction devices, bleeding, colon, forceps, gallbladder, small gauze, Hem-o-lok, Hem-o-lok appliers, electrocautery hooks, small intestine, hepatogastric ligaments, liver, omentum, pancreas, spleen, surgical staplers, stomach, and trocars. The frame images were randomly allocated to training and validation sets in a 9:1 ratio. The YOLOv8 deep learning framework was used for model training and validation. Precision, recall, average precision (AP), and mean average precision (mAP) were used to evaluate detection and recognition accuracy.Results:The training set contained 3032 frame images comprising 30 895 instance segmentation counts across 23 categories. The validation set contained 337 frame images comprising 3407 instance segmentation counts. The YOLOv8m model was used for training. The loss curve of the training set showed a smooth gradual decrease in loss value as the number of iteration calculations increased. In the training set, the AP values of all 23 categories were above 0.90, with a mAP of 0.99, whereas in the validation set, the mAP of the 23 categories was 0.82. As to individual categories, the AP values for ultrasonic knives, needle holders, forceps, gallbladders, small pieces of gauze, and surgical staplers were 0.96, 0.94, 0.91, 0.91, 0.91, and 0.91, respectively. The model successfully inferred and applied to a 5-minutes video segment of laparoscopic gastroenterostomy suturing.Conclusion:The primary finding of this multicenter study is that computer vision can efficiently, accurately, and in real-time detect organs and instruments in various scenarios of radical laparoscopic gastrectomy for gastric cancer.

Objective:To investigate the characteristics and management approaches of patients admitted to the isolation wards in public general hospitals under regular epidemic prevention and control measures of coronavirus disease 2019 (COVID-19).Methods:All patients admitted to the isolation ward in Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, from May 14, 2020 to April 15, 2021 were enrolled, and the general information, illness severity, preliminary diagnosis and transfer department of the patients were analyzed.Results:Out of the 2 292 patients admitted to the isolation ward, critical patients accounted for 34.34% (787 cases), surgical system patients accounted for 80.06% (1 835 cases) and internal medicine system patients accounted for 19.94% (457 cases), fever patients accounted for 11.30% (259 cases). All patients successfully completed COVID-19 screening, and no COVID-19 patients were detected. Among the total enrolled patients, 2 201 patients were promptly transferred to the corresponding departments for further treatment, with an average transfer time of 0.55 day. The remaining 91 patients were discharged from the isolation ward with an average hospitalization stay of 1.27 days.Notably, there were no COVID-19 cross-infection occurred between patients and medical staff in the isolation ward.Conclusions:Scientific and efficient management of isolation wards ensure timely screening and effective treatment for patients, and simultaneously achieving "zero" infection for both medical staff and patients.

Objective:To analyze the expression of mismatch repair (MMR) proteins in colorectal cancers (CRC) and to evaluate the feasibility and potential pitfalls of immunohistochemistry (IHC) analysis for MMR.Methods:The IHC sections for MMR proteins were reviewed in 3 428 cases of resected CRC without neoadjuvant therapy at Tianjin Medical University Cancer Institute and Hospital from July 2014 to October 2018. For the cases with unclear MMR IHC results during the initial review, IHC staining was repeated and microsatellite instability (MSI) analysis was performed. Relationships between the expression of MMR proteins and MSI status as well as the clinicopathological parameters were analyzed.Results:IHC staining for MMR was repeated in 28 (0.8%) cases due to poor quality of original IHC sections. Inconsistent results between the original diagnosis and re-diagnosis were found in 119 (3.5%) cases, mainly resulting from PMS2 and MLH1. Finally, 261 (7.6%) cases of CRC showed mismatch repair deficiency (dMMR), mainly from the deficiency of both MLH1 and PMS2 (43.3%,113/261). In the 14 cases with MSI results, the concordant of MSI and MMR was 13 cases. In the 29 dMMR cases with next generation sequencing (NGS) results, the concordant of MSI-high and dMMR was 93.1%(27/29). The cases with inconsistent results between MSI and MMR showed negative expression of MSH6 or PMS2. Twenty-one CRC showed negative expression of MLH1 and partially positive (or weak positive) expression of PMS2, or negative expression of MSH2 and partially positive (or weak positive) expression of MSH6. Among the 19 cases with MSI results, 16 cases were MSI-high, two cases were MSI-low, and one case was microsatellite stable. Compared with mismatch repair proficiency (pMMR), dMMR was more frequently detected in female patients younger than 50 years old, with family history, at early stage (Ⅰ-Ⅱ) CRC, and in the tumors from right colon,with poor differentiation, or mucinous adenocarcinoma/signet ring cell carcinoma (all P<0.05). Conclusions:At present, IHC staining is a clinically effective and convenient method to detect MMR expression, but the operating process and result assessment remain variable and need to be standardized. MSI analysis can be performed in the difficult-to-evaluate cases for MMR to enhance prognostic evaluation and treatment option.

Objective To study the clinical value of anti-oxidative stress biomarkers for diagnosing in-stent restenosis and in-reocclusion after coronary stent implantation in aged patients.Methods A total of 72 advanced-aged patients with in-stent restenosis and in-stent reocclusion after coronary stent implantation were successively recruited in this retrospective study from February 2010 to November 2017.Changes in serum superoxide dismutase 3(SOD3),nitric oxide(NO),endothelial cell nitric oxide synthase(eNOS)and malondialdehyde(MDA)levels were measured.Results Serum 1evels of SOD3,NO and eNOS decreased and serum MDA levels were elevated in advanced-aged patients with in-stent restenosis.There were significant differences in serum levels of SOD3,NO,eNOS and MDA between the advanced-aged patients without in-stent restenosis and the advanced-aged patients with multivessel in-stent restenosis or reocclusion[(20.0±3.2) × 103U/L vs.(10.9±3.9) ×103U/L,(61.2±14.2)μmol/L vs.(28.3±17.2)μmol/L,(75.9±24.7)ng/L vs.(33.0±119.6)ng/L,(2.2±1.4)nmol/L vs.(11.7±3.1)nmol/L,respectively,P＜0.01].Patients with 50-69％ restenosis had higher serum levels of SOD3,NO and eNOS and lower levels of MDA than patients with 100％ restenosis[(21.3 ± 2.9) × 103 U/L vs.(10.3 ± 4.0) × 103 U/L,(59.7 ± 16.7) μmol/L vs.(38.3 ±16.3)μmol/L,(74.5±21.1)ng/L vs.(41.9±26.8)ng/L,(2.6±3.9 nmol/L)vs.(10.1±3.1)nmol/L,respectively,P ＜ 0.01].Patients with left ventricular ejection fraction (LVEF) ≥ 55 ％ had higher serum levels of SOD3,NO and eNOS and lower levels of MDA than patients with LVEF＜30％ [(21.0±4.1) × 103 U/L vs.(5.3±1.9) × 103 U/L,(60.1 ± 14.2)μmol/L vs.(29.0± 13.2)μmol/L,(74.7±25.1)ng/L vs.(39.3 ± 20.3) ng/L,(2.3 ± 1.5) nmol/L vs.(10.0 ± 3.9) nmol/L,respectively,P ＜0.01].Serum levels of SOD3,NO and eNOS were higher and MDA levels were lower in patients with New York Heart Association(NYHA)Class Ⅰ than in patients with NYHA Class Ⅳ[(22.1±3.5)×103U/L vs.(9.7±2.9) × 103 U/L,(62.9± 13.9)μmol/L vs.(24.9± 13.3)μmol/L,(76.7±26.7) ng/L vs.(41.9±21.5)ng/L,(2.7± 1.9)nmol/L vs.(8.7±3.8)nmol/L,respectively,P＜0.01].Conclusions Serum level changes of anti-oxidative stress biomarkers such as SOD3,NO and eNOS may have clinical value in diagnosing in-stent restenosis and in-reocclusion after coronary stent implantation in aged patients.

Objective To investigate risk factors for in-stent restenosis and reocclusion after coronary stent implantation in aged patients.Methods 131 patients diagnosed with chronic total occlusion and old myocardial infarction due to coronary stenosis were recruited in this retrospective study from Mar 2004 to May 2015.Patients were divided into 50 to 59 years old group (n=51),60 to 69 years old group (n=43),and 70 to 80 years old group (n=37) to study coronary lesion characteristics.In-stent restenosis and reocclusion were detected at 6,12,18,and 24 months after coronary stent implantation.Results Before coronary stent implantation,the incidence rate of type 2 diabetes was significantly increased with three increasing age groups:9.8％ at ages 50-59 group (n=5),18.6％ at ages 60-69 group (n=8),and 27.0％ at ages 70-80 group (n=10) (all-P＜0.01).The incidence rates of multiple coronary artery disease,long coronary lesions (＞20 mm),eccentric coronary lesions,serious angle of coronary lesions,irregular coronary lesions,proximal coronary curvature,moderate to severe calcified coronary lesions,coronary restenosis (90％-99％ or 100％),and complex bifurcation lesions were significantly elevated with three increasing age groups (P ＜0.01 or P ＜0.05).The ratios of patients with in-stent restenosis at 24 months after coronary stent implantation were significantly elevated with three increasing age groups:at 9.8％ (n=5),18.6％ (n=8),and 27.0％(n=10) for 90％ 99％ restenosis sub-group,and at 5.9％ (n=3),14.0％ (n=6) and 24.3％ (n=9) for 100％ restenosis sub-group,respectively (all P＜0.05 or P＜0.01)Conclusions Type 2 diabetes is an independent risk factor for complex coronary lesions in aged patients Complex coronary lesions,three or more stents,and long coronary stents may lead to ir-stent restenosis and reocclusion after coronary stent implantation in aged patients.

Objective To evaluate the effects of epinephrine and phenylephrine on evoked potentials in a rat model of acute hemorrhagic shock. Methods Eighteen SPF healthy male Sprague-Dawley rats, aged 11 weeks, weighing 250-350 g, were divided into 3 groups ( n=6 each) using a random number table meth-od: acute hemorrhagic shock group ( HS group) , epinephrine group ( E group) and phenylephrine group ( P group). The animals were anesthetized with intraperitoneal 10％ chloral hydrate 300 mg∕kg and tracheos-tomized, and spontaneous breathing was kept. Acute hemorrhagic shock was induced by withdrawing 40％ of the blood volume from the right internal jugular vein. Epinephrine 2 μg·kg-1 ·min-1 ( 0. 01 mg∕ml, 0. 3 ml) and phenylephrine 20μg·kg-1·min-1 (0. 1 mg∕ml, 0. 3 ml) were intravenously infused after the end of blood letting in E and P groups, respectively. Mean arterial pressure ( MAP ) , somatosensory evoked po-tential (SSEP) and motor evoked potentials (MEP) were recorded before blood letting, at the time of with-drawing 20％of the blood volume, at the end of blood letting, and at 3 min after administration ( at the corre-sponding time point in group HS) . Results The MAP and amplitudes of MEP and SSEP were significantly decreased at the end of blood letting than at the time of withdrawing 20％ of the blood volume in three groups (P<0. 05). Compared with HS group, the MAP and amplitudes of MEP and SSEP were significantly in-creased at 3 min after administration in E group, and the MAP was increased at 3 min after administration ( P<0. 05 or 0. 01) , and no significant change was found in amplitudes of MEP and SSEP in P group ( P>0. 05) . Conclusion Epinephrine exerts no effect on evoked potential monitoring, however, phenylephrine affects the accuracy of evoked potential monitoring in a rat model of acute hemorrhagic shock.

Objective To determine the optimum dose of nalbuphine prepared for patient-controlled intravenous analgesia (PCIA) after caesarean section.Methods A total of 100 parturients,aged 22-40 yr,weighing 60-90 kg,of American Society of Anesthesiologists physical status Ⅰ or Ⅱ,at ≥ 37 weeks of gestation,scheduled for elective caesarean section,were divided into 4 groups (n=25 each) using a random number table:sufentanil 2.0 μ,g/kg group (group S),nalbuphine 1.5 mg/kg group (group N1),nalbuphine 2.0 mg/kggroup (group N2,) and nalbuphine2.5 mg/kggroup (group N3).In S,N1,N2 and N3 groups,sufentanil 2.0 μg/kg and nalbuphine 1.5,2.0 and 2.5 mg/kg were added to PCIA solution,respectively,tropisetron 12 mg was added,and PCIA solution was then diluted to 100 ml in normal saline.The PCA pump was set up to deliver a 1 ml bolus dose with a 10-min lockout interval and background infusion at 2 ml/h after a loading dose of 3 ml.Tramadol 50 mg was intravenously injected as a rescue analgesic to maintain visual analogue scale score at rest ≤ 4 or during activity (cough) ≤ 6.The highest Ramsay sedation score,requirement for rescue analgesics,the number of unsuccessfully delivered doses,the number of attempts and occurrence of nausea and vomiting,pruritus and somnolence within 48 h after operation were recorded.Results Compared with group S,the number of unsuccessfully delivered doses,the number of attempts and requirement for rescue analgesics were significantly decreased in N2 and N3 groups,the incidence of somnolence and the highest Ramsay sedation scores were increased in group N3 (P＜0.05),and no significant change was found in the parameters mentioned above in group N1 (P＞ 0.05).Compared with group N1,the number of unsuccessfully delivered doses,the number of attempts and requirement for rescue analgesics were significantly decreased in N2 and N3 groups,and the incidence of somnolence and the highest Ramnsay sedation scores were increased in group N3 (P＜0.05).Compared with group N2,the incidence of somnolence and the highest Ramsay sedation scores were significantly increased (P＜0.05),and no significant difference was found in the number of unsuccessfully delivered doses,the number of attempts or requirement for rescue analgesics in group N3 (P＞0.05).Conclusion The optimum dose of nalbuphine prepared for PCIA after caesarean section is 2.0 mg/kg.

Objectives To study the predictive value of Toll-like receptors 3,4(TLR3,TLR4),fructosamine(FMN)and glycated hemoglobin A1c(HbA1c)in the in-stent restenosis and re-occlusion after primary percutaneous coronary intervention(PCI)in patients aged 70-85 years with old myocardial infarction.Methods 51 patients aged 70-85 years with in-stent restenosis after primary PCI from Jan 2007 to Sep 2016 were selected.Serum level changes in TLR3,TLR4 were detected by flow cytometry.The levels of FMN and HbA1c were tested by colorimetric endpoint reaction and high-pressure liquid chromatography respectively.Results The levels of TLR3,TLR4,FMN and HbA1c were gradually elevated along with the increases of artery numbers(0,1,2,>2)and percentage(0%,70-89%,90-99%,100%)of in-stent restenosis,LVEF(%)decrease and NYHA(Ⅰ,Ⅱ,Ⅲ,Ⅳ)increase(all P<0.01).The examples of data were selected in the following groups of artery numbers(0,1,2,>2)of in-stent restenosis in TLR3,and group of percentage(0%,70-89%,90-99%,100%)in the in-stent restenosis in TLR4,group of LVEF(%)in FMN,and group of NYHAⅠ,Ⅱ,Ⅲ,Ⅳ in HbA1c(%)(all P<0.01).The levels of TLR3(%)in artery numbers of restenosis(0,1,2,>2)groups were(7.6±0.5),(18.9±0.6),(32.0±0.9),(51.3±0.8),respectively(all P<0.01).The levels of TLR4(%)in the in-stent restenosis percentage(0%,70-89%,90-99%,100%)groups were(10.5±7.0),(20.1±7.2),(33.3±9.7),(69.0±11.3%)respectively(all P<0.01).The levels of FMN(mmol/L)in LVEF[(49~59%),(37~48%),(25~36%)]groups were(0.6±0.4),(9.4±0.6),(18.1±0.8),respectively(all P<0.01).And the level of HbA1c(%)in groups of NYHA Ⅰ,NYHA Ⅱ,NYHA Ⅲ,NYHA Ⅳ were(6.1±0.4),(5.9±0.6),(8.9±0.9),(12.0±0.8),respectively(all P<0.01).Conclusions Serum level changes in TLR3,TLR4,FMN and HbA1c may become the new indicators to forecast the degree of in-stent restenosis in very old patients with old myocardial infarction after primary coronary intervention.

Objective To study the changes in expression of high-sensitivity C-reactive protein (hsCRP),glutathione S-transferase Pi(GSTPi)and annexin A5 (AnxA5)in elderly patients with old myocardial infarction and the clinical significance.Methods Serum levels of GSTPi and AnxA5 were measured by ELISA and the level of hs-CRP was measured by immunoturbidimetry in elderly patients with old myocardial infarction (n =185)from December 2012 to November 2015.Results Along with the increasing coronary artery stenosis,GSTPi level was decreased and AnxA5/hs-CRP levels were increased in elderly patients with old myocardial infarction.In comparison between coronary artery stenosis ＞ 95％ group versus stenosis of 55％-65％ group,GSTPi was(190.0±37.0)μg/L vs.(289.0 ±86.0)μg/L,AnxA5 was(33.9±4.0)μg/L vs.(8.1 ± 2.9) μg/L,and hs-CRP was (15.3 ± 1.3) mg/L vs.(5.9 ± 0.8) mg/L with statistically significant differences(all P＜0.01).There were significant differences between LVEF 30％ group[GSTPi(198.0±39.0) μg/L,AnxA5(38.9±5.1)μg/L and hs-CRP(17.9± 1.9)mg/L]and LVEF 40％-54％ group[GSTPi(219.0± 61.0)μg/L,AnxA5 (12.9±3.9)μg/L and hs-CRP(10.1 ± 1.0) mg/L] (all P＜0.01).There were significant differences between NYHA Ⅳ group [GSTPi (171.0 ± 43.0) μg/L,AnxA5 (18.1 ± 5.0) μg/L and hs-CRP (16.9±2.1)mg/L]and NYHAⅠgroup[GSTPi(295.0±91.0)μg/L,AnxA5(7.3±3.1)μg/L and hs-CRP (7.8± 1.3)mg/L](all P＜0.01).Conclusions The expression of GSTPi,AnxA5 and hs-CRP in elderly patients with old myocardial infarction may become the new indicators to forecast the degrees of coronary artery stenosis and heart failure.