Background: Twenty-four-hour urinary free cortisol (UFC) measurement is the initial diagnostic test for Cushing’s syndrome (CS). We compared UFC determination by both direct and extraction immunoassays using Abbott Architect, Siemens Atellica Solution, and Beckman DxI800 with liquid chromatography-tandem mass spectrometry (LC-MS/MS). In addition, we evaluated the value of 24-hr UFC measured by six methods for diagnosing CS. Methods: Residual 24-hr urine samples of 94 CS and 246 non-CS patients were collected.A laboratory-developed LC-MS/MS method was used as reference. UFC was measured by direct assays (D) using Abbott, Siemens, and Beckman platforms and by extraction assays (E) using Siemens and Beckman platforms. Method was compared using Passing–Bablok regression and Bland–Altman plot analyses. Cut-off values for the six assays and corresponding sensitivities and specificities were calculated by ROC analysis. Results: Abbott-D, Beckman-E, Siemens-E, and Siemens-D showed strong correlations with LC-MS/MS (Spearman coefficient r = 0.965, 0.922, 0.922, and 0.897, respectively), while Beckman-D showed weaker correlation (r = 0.755). All immunoassays showed proportionally positive bias. The areas under the curve were 0.975 for Abbott-D, 0.972 for LCMS/MS, 0.966 for Siemens-E, 0.948 for Siemens-D, 0.955 for Beckman-E, and 0.877 for Beckman-D. The cut-off values varied significantly (154.8–1,321.5 nmol/24 hrs). Assay sensitivity and specificity ranged from 76.1% to 93.2% and from 93.0% to 97.1%, respectively. Conclusions Commercially available immunoassays for measuring UFC show different levels of analytical consistency compared to LC-MS/MS. Abbott-D, Siemens-E, and Beckman-E have high diagnostic accuracy for CS.

Objective To investigate the effect of intraoperative renal artery resistance index(RI)in predicting postoperative acute kidney injury(AKI)in patients undergoing cardiac surgery with cardiopul-monary bypass(CPB).Methods Forty-four patients undergoing elective cardiac surgery with CPB,21 males and 23 females,aged ≥18 years,BMI 18.5-30.0 kg/m2,ASA physical status Ⅰ-Ⅲ,were select-ed.Left renal artery peak systolic velocity(PSV)and end-diastolic velocity(EDV)were measured by transesophageal echocardiography(TEE)20 minutes after general anesthesia induction(T1)and 30 minutes after CPB cessation(T2).RI was calculated as(PSV-EDV)/PSV.Patients were divided into two groups:the AKI group and the non-AKI group,according to whether occurred AKI by the diagnostic criteria of the kidney disease:improving global outcomes organization(KDIGO).Logistic multivariate regression analysis was performed to identify the risk factors for AKI occurrence.Results Sixteen patients(36％)oc-curred AKI.Compared with the non-AKI group,the CPB duration and aortic cross-clamp duration were sig-nificantly prolonged(P＜0.05),the renal artery RI at T,and T2 were significantly increased in the AKI group(P＜0.05).Multivariate logstic analysis showed that RI at T2 was an independent risk factor for AKI occurrence after cardiac surgery,the AUC was 0.893(95％CI 0.794-0.991,P＜0.010),the sensitivity and specificity were 84.5％and 78.6％,respectively,and the cut-off value was 0.720.Conclusion Intra-operative renal artery RI in patients undergoing cardiac surgery is an independent risk factor for AKI after cardiac surgery,and renal artery RI＞0.720 at 30 minutes after CPB cessation can serve as a predictive in-dicator for AKI after cardiac surgery.

Objective To investigate the effects of different deflation methods of endotracheal tube cuff on coughing response and hemodynamics during extubation. Methods Ninety patients undergoing elective surgery for endotracheal intubation under general anesthesia were selected as study subjects and randomly divided into study group and control group, with 45 patients in each group. In the study group, the cuff end of the endotracheal tube cuff was connected to a syringe and a non-liquid pressure gauge through a three-way stopcock. Before extubation, the cuff was aspirated to decrease the cuff pressure at a rate of 3 cmH₂O/s. In the control group, the gas in cuff was rapidly deflated by aspirating all the gas inside with a syringe during extubation. The incidence and severity of coughing response during extubation were recorded in both groups. Mean arterial pressure (MAP) and heart rate (HR) were recorded before induction of general anesthesia (T₀), before cuff deflation (T₁), immediately after cuff deflation (T₂), 1 minute after extubation (T₃), 3 minutes after extubation (T₄), and 5 minutes after extubation (T₅). Adverse events were also recorded in both groups. Results The coughing response during extubation started immediately after cuff deflation in both groups. The incidence and severity of coughing response were lower in the study group than in the control group (P < 0.05). Compared with the control group, values of MAP were lower at T₂ to T₄ and values of HR were lower at T₂ to T₅ in the study group (P < 0.05). The incidence of post-extubation pharyngeal discomfort was 6.67 % in the study group, which was lower than 26.67 % in the control group (P < 0.05). There was no significant difference in the incidence of post-extubation hypoventilation between the two groups (P>0.05). Conclusion The method of slowly reducing the pressure of the endotracheal tube cuff at a constant rate can reduce the incidence and severity of coughing, decrease postoperative extubation complications, and stabilize hemodynamics, with better effects than the method of rapidly aspirating all the gas inside the cuff at once.

Objective:To assess the diagnostic efficacy of upper gastrointestinal endoscopic image assisted diagnosis system (ENDOANGEL-LD) based on artificial intelligence (AI) for detecting gastric lesions and neoplastic lesions under white light endoscopy.Methods:The diagnostic efficacy of ENDOANGEL-LD was tested using image testing dataset and video testing dataset, respectively. The image testing dataset included 300 images of gastric neoplastic lesions, 505 images of non-neoplastic lesions and 990 images of normal stomach of 191 patients in Renmin Hospital of Wuhan University from June 2019 to September 2019. Video testing dataset was from 83 videos (38 gastric neoplastic lesions and 45 non-neoplastic lesions) of 78 patients in Renmin Hospital of Wuhan University from November 2020 to April 2021. The accuracy, the sensitivity and the specificity of ENDOANGEL-LD for image testing dataset were calculated. The accuracy, the sensitivity and the specificity of ENDOANGEL-LD in video testing dataset for gastric neoplastic lesions were compared with those of four senior endoscopists.Results:In the image testing dataset, the accuracy, the sensitivity, the specificity of ENDOANGEL-LD for gastric lesions were 93.9% (1 685/1 795), 98.0% (789/805) and 90.5% (896/990) respectively; while the accuracy, the sensitivity and the specificity of ENDOANGEL-LD for gastric neoplastic lesions were 88.7% (714/805), 91.0% (273/300) and 87.3% (441/505) respectively. In the video testing dataset, the sensitivity [100.0% (38/38) VS 85.5% (130/152), χ2=6.220, P=0.013] of ENDOANGEL-LD was higher than that of four senior endoscopists. The accuracy [81.9% (68/83) VS 72.0% (239/332), χ2=3.408, P=0.065] and the specificity [ 66.7% (30/45) VS 60.6% (109/180), χ2=0.569, P=0.451] of ENDOANGEL-LD were comparable with those of four senior endoscopists. Conclusion:The ENDOANGEL-LD can accurately detect gastric lesions and further diagnose neoplastic lesions to help endoscopists in clinical work.

Objective:To construct a real-time artificial intelligence (AI)-assisted endoscepic diagnosis system based on YOLO v3 algorithm, and to evaluate its ability of detecting focal gastric lesions in gastroscopy.Methods:A total of 5 488 white light gastroscopic images (2 733 images with gastric focal lesions and 2 755 images without gastric focal lesions) from June to November 2019 and videos of 92 cases (288 168 clear stomach frames) from May to June 2020 at the Digestive Endoscopy Center of Renmin Hospital of Wuhan University were retrospectively collected for AI System test. A total of 3 997 prospective consecutive patients undergoing gastroscopy at the Digestive Endoscopy Center of Renmin Hospital of Wuhan University from July 6, 2020 to November 27, 2020 and May 6, 2021 to August 2, 2021 were enrolled to assess the clinical applicability of AI System. When AI System recognized an abnormal lesion, it marked the lesion with a blue box as a warning. The ability to identify focal gastric lesions and the frequency and causes of false positives and false negatives of AI System were statistically analyzed.Results:In the image test set, the accuracy, the sensitivity, the specificity, the positive predictive value and the negative predictive value of AI System were 92.3% (5 064/5 488), 95.0% (2 597/2 733), 89.5% (2 467/ 2 755), 90.0% (2 597/2 885) and 94.8% (2 467/2 603), respectively. In the video test set, the accuracy, the sensitivity, the specificity, the positive predictive value and the negative predictive value of AI System were 95.4% (274 792/288 168), 95.2% (109 727/115 287), 95.5% (165 065/172 881), 93.4% (109 727/117 543) and 96.7% (165 065/170 625), respectively. In clinical application, the detection rate of local gastric lesions by AI System was 93.0% (6 830/7 344). A total of 514 focal gastric lesions were missed by AI System. The main reasons were punctate erosions (48.8%, 251/514), diminutive xanthomas (22.8%, 117/514) and diminutive polyps (21.4%, 110/514). The mean number of false positives per gastroscopy was 2 (1, 4), most of which were due to normal mucosa folds (50.2%, 5 635/11 225), bubbles and mucus (35.0%, 3 928/11 225), and liquid deposited in the fundus (9.1%, 1 021/11 225).Conclusion:The application of AI System can increase the detection rate of focal gastric lesions.

Establish a production line with controllable process and high intelligence, contribute to improve the quality and production efficiency of aconite processed by microwave, and promote the transformation and application of aconite processed by microwave. According to the principle of aconite detoxification and the characteristics of industrial microwave equipment, an industrial production line of aconite processed by microwave was established with diester alkaloids and monoester alkaloids as indicators, and pilot production was carried out. At the same time, the content of active constituents and efficacy were compared with that of the main processed products, such as Shengfupian, Baifupian and Heishunpian. The results showed that the industrial production of aconite processed by microwave can be divided into two stages: "Liquid seal to detoxification - drying and puffing". The content of monoester alkaloids in 10 batches of aconite processed by microwave was 0.071%-0.166% and the content of diester alkaloids was 0.004%-0.016%, which met the relevant requirements of the Chinese Pharmacopoeia in 2020. Compared with Heishunpian and Baifupian, the retention rate of the effective components of aconite processed by microwave was higher. Pharmacological experiments showed that aconite processed by microwave not only retained the anti-inflammatory and analgesic activities of Heishunpian and Baifupian, but also significantly increased the levels of leukocytes and lymphocytes in mice with liver cancer chemotherapy, enhanced the CD4/CD8 ratio in spleen cells of mice (P < 0.05), thus regulating the body's immunity. However, this effect of Baifupian was weak, while Heishunpian and Shengfupian had no such effect. Through the above research, this study established microwave processing line with controllable process and high intelligence, as well produced the aconite processed by microwave with low toxicity and stable quality. It laid a foundation for the industrialized continuous production and clinical positioning of aconite by microwave processed, and provided scientific support for the development and application of microwave technology in the field of traditional Chinese medicine. All animal experiments in this study were reviewed and approved by the Experimental Animal Ethics Committee of Chengdu University of Traditional Chinese Medicine before being carried out (Approval No. 2020-28).

Objective:To explore the role of 17β-estradiol(17β-E2) derived from the hippocampus and gonad in the cognitive memory during the reconsolidation period of fear memory in rats with post-traumatic stress disorder(PTSD).Methods:The 8-week-old clean grade female SD rats were used for this study. Single prolonged stress combined with context fear conditioning was used to prepare the rat PTSD model.(1) Gonad estradiol experiment: 50 female rats were randomly divided into blank control group, model group, sham ovariectomy group, ovariectomy group, and ovariectomy+ estradiol group by random number table method, with 10 rats in each group. The rats in model group, sham ovariectomy group, ovariectomy group, and ovariectomy+ estradiol group were established PTSD model. Rats in ovariectomy group and ovariectomy+ estradiol group underwent ovariectomy, while rats in sham ovariectomy group only were removed adipose tissue of the same mass around the ovaries. And the rats in ovariectomy+ estradiol group were injected with 17β-E2(1 mg/kg, once a day for 14 days) 7 days after ovariectomy.(2) Hippocampal estradiol experiment: 40 female rats were randomly divided into blank control group, model group, hippocampal solvent control group and hippocampal estradiol inhibitor group by random number table method, with 10 rats in each group.The rats in model group, hippocampal solvent control group and hippocampal estradiol inhibitor group were established PTSD model.Rats in hippocampal estradiol inhibitor group were given letrozole once(bilateral, 0.5 μL per side) during the fear memory consolidation period) and rats in the hippocampus solvent control group were injected once with dimethyl sulfoxide in the hippocampus(bilateral, 0.5 μL per side) . The open field test and elevated cross maze test were used to evaluate the anxiety level and autonomous exploration ability, the freeze test was used to evaluate the fear memory, the new object recognition test was used to evaluate the non-spatial memory, and ELISA was used to detect serum 17β-E2 level. SPSS 25.0 software was used for data analysis, and one-way ANOVA was used for inter group comparisons, LSD test was used for further pairwise comparisons.Results:(1)In the gonad estradiol experiment, there were statistical differences in various indicators among the five groups of rats in the open field test, elevated cross maze test, freeze test, and new object recognition test( F=20.200, 12.702, 7.514, 10.094, 7.899, 13.211, all P<0.05). The number of upright times, central area activity time, distance and frequency of entering the open arm, and cognitive index of the model group rats were all lower than those of the blank control group(all P<0.05), and the freezing time was higher than that of the blank control group( P<0.05). The number of upright positions((11.20±1.55) times), central area activity time((11.33±1.80) s), distance((1.49±0.26) m) and times((10.00±1.50) times) entering the open arm, the freezing time((92.20±6.07) s) and cognitive index((60.40±3.71)%) in ovariectomy+ estradiol group were all higher than those of ovariectomy group((4.90±0.65) times, (4.31±1.07) s, (0.49±0.06) m, (3.10±0.62) times, (60.30±5.28) s, (32.60±8.08)%)(all P<0.05). (2) In the hippocampal estradiol experiment, there were statistical differences in various indicators among the four groups in the open field test, elevated cross maze test, freeze test, and new object recognition test( F=40.831, 5.553, 9.087, 5.848, 7.657, 9.191, all P<0.05). The numbers of upright positions, distance and frequency of entering open arms of the model group rats were lower than those of the blank control group(all P<0.05). The number of upright positions((3.00 ± 0.39) times), distance of entering open arm((1.17±0.37) m), freezing time((46.70±3.57)s), and cognition index((29.60±2.70)%) in the hippocampal estradiol inhibitor group were all lower than those in the hippocampal solvent control group((10.10±1.40) times, (4.02±0.79) m, (93.70±9.73) s, (54.20±5.08)%)(all P<0.05). Conclusion:17β-E2 derived from the hippocampus and gonad both had ameliorative effect on cognitive memory and anxiety-like behavior in the reconsolidation period of fear memory in PTSD model rats.

Objective:To investigate associations between clinicopathological characteristics and mutations in susceptibility genes in cutaneous melanoma (CMM) .Methods:A total of 94 patients with confirmed CMM were collected from People′s Hospital of Xinjiang Uygur Autonomous Region from January to December in 2019, and their clinical and histopathological characteristics were retrospectively analyzed. In 48 paraffin-embedded melanoma tissue specimens, Sanger sequencing was performed to detect mutations in the BRAF, NRAS, c-KIT genes and the promoter region of human telomerase reverse transcriptase (hTERT) gene, and the association between gene mutations and clinicopathological characteristics was analyzed. Measurement data were compared using t test, and enumeration data were compared using chi-square test or Fisher′s exact test. Results:Among the 94 patients with CMM, there were 46 (48.9%) males and 48 (51.1%) females, with the age being 58.5 ± 16.0 years; 41 (43.6%) patients were of Han nationality, and 53 (56.4%) were of ethnic minorities. Skin lesions were located at the acral sites in 50 (53.2%) patients, including 27 (28.7%) of Han nationality; non-acral skin lesions occurred in 44 (46.8%) , including 14 (31.8%) of Han nationality; there was a significant difference in the nationality distribution between the acral CMM group and non-acral CMM group ( χ2 = 5.25, P = 0.022) . Histopathological examination showed CMM of Clark grades Ⅳ or Ⅴ in 41 (43.6%) cases, ulcers in 52 (55.3%) cases, and lymph node metastasis in 32 (34.04%) cases at the first clinic visit. Gene sequencing revealed BRAF gene mutations in 11 (22.9%) of 48 cases, including c.1799 T>A (p.V600E) , c.1790 T>A (p.L597Q) and c.1394 C>T (p.S465F) ; NRAS gene mutation c.182 A>G (p.Q61R) was identified in 5 (10.4%) cases; c-KIT gene mutations were identified in 6 (12.5%) cases, including c.1727 T>C (p.L576P) and c.1669 T>C (p.W557R) ; mutations in the promoter region of hTERT gene were identified in 7 (14.6%) cases, including 4 cases with a mutation at 124 bp upstream of the ATG start codon (C228T) and 3 cases with a mutation at 146 bp upstream of the ATG start codon (C250T) . Among 26 patients aged < 60 years, BRAF gene mutations were found in 9, and the incidence of BRAF gene mutations was significantly higher in the patients aged < 60 years than in those aged ≥ 60 years (2/22, P < 0.05) , but significantly lower in the patients with acral CMM (3/27) than in those with non-acral CMM (8/21, P < 0.05) ; the incidences of the NRAS, c-KIT and hTERT gene mutations were all significantly higher in the patients with lymph node metastases (3/10, 4/10, 4/10, respectively) than in those without (2/38, 2/38, 3/38, respectively, all P < 0.05) . Conclusion:CMM lesion locations significantly differed among different ethnic groups; the BRAF gene mutation was associated with the age of patients and lesion locations of CMM; NRAS, c-KIT gene mutations and hTERT promoter mutations were closely related to lymph node metastasis.

Objective:To compare the ability of deep convolutional neural network-crop (DCNN-C) and deep convolutional neural network-whole (DCNN-W), 2 artificial intelligence systems based on different training methods to dignose early gastric cancer (EGC) diagnosis under magnifying image-enhanced endoscopy (M-IEE).Methods:The images and video clips of EGC and non-cancerous lesions under M-IEE under narrow band imaging or blue laser imaging mode were retrospectively collected in the Endoscopy Center of Renmin Hospital of Wuhan University, for the training set and test set for DCNN-C and DCNN-W. The ability of DCNN-C and DCNN-W in EGC identity in image test set were compared. The ability of DCNN-C, DCNN-W and 3 senior endoscopists (average performance) in EGC identity in video test set were also compared. Paired Chi-squared test and Chi-squared test were used for statistical analysis. Inter-observer agreement was expressed as Cohen′s Kappa statistical coefficient (Kappa value).Results:In the image test set, the accuracy, sensitivity, specificity and positive predictive value of DCNN-C in EGC diagnosis were 94.97%(1 133/1 193), 97.12% (202/208), 94.52% (931/985), and 78.91%(202/256), respectively, which were higher than those of DCNN-W(86.84%, 1 036/1 193; 92.79%, 193/208; 85.58%, 843/985 and 57.61%, 193/335), and the differences were statistically significant ( χ2=4.82, 4.63, 61.04 and 29.69, P=0.028, =0.035, <0.001 and <0.001). In the video test set, the accuracy, specificity and positive predictive value of senior endoscopists in EGC diagnosis were 67.67%, 60.42%, and 53.37%, respectively, which were lower than those of DCNN-C (93.00%, 92.19% and 87.18%), and the differences were statistically significant ( χ2=20.83, 16.41 and 11.61, P<0.001, <0.001 and =0.001). The accuracy, specificity and positive predictive value of DCNN-C in EGC diagnosis were higher than those of DCNN-W (79.00%, 70.31% and 64.15%, respectively), and the differences were statistically significant ( χ2=7.04, 8.45 and 6.18, P=0.007, 0.003 and 0.013). There were no significant differences in accuracy, specificity and positive predictive value between senior endoscopists and DCNN-W in EGC diagnosis (all P>0.05). The sensitivity of senior endoscopists, DCNN-W and DCNN-C in EGC diagnosis were 80.56%, 94.44%, and 94.44%, respectively, and the differences were not statistically significant (all P>0.05). The results of the agreement analysis showed that the agreement between senior endoscopists and the gold standard was fair to moderate (Kappa=0.259, 0.532, 0.329), the agreement between DCNN-W and the gold standard was moderate (Kappa=0.587), and the agreement between DCNN-C and the gold standard was very high (Kappa=0.851). Conclusion:When the training set is the same, the ability of DCNN-C in EGC diagnosis is better than that of DCNN-W and senior endoscopists, and the diagnostic level of DCNN-W is equivalent to that of senior endoscopists.

Background: Thyroid diseases are highly prevalent worldwide, but their diagnosis remains a challenge. We established reference intervals (RIs) for thyroid-associated hormones and evaluated the prevalence of thyroid diseases in China. Methods: After excluding outliers based on the results of ultrasound screening, thyroid antibody tests, and the Tukey method, the medical records of 20,303 euthyroid adults, who visited the Department of Health Care at Peking Union Medical College Hospital from January 2014 to December 2018, were analyzed. Thyroid-associated hormones were measured by the Siemens Advia Centaur XP analyzer. The RIs for thyroid-associated hormones were calculated according to the CLSI C28-A3 guidelines, and were compared with the RIs provided by Siemens. The prevalence of thyroid diseases over the five years was evaluated and compared using the chi-square test. Results: The RIs for thyroid stimulating hormone (TSH), free thyroxine (FT4), free triiodothyronine (FT3), total thyroxine (TT4), and total triiodothyronine (TT3) were 0.71–4.92 mIU/L, 12.2–20.1 pmol/L, 3.9–6.0 pmol/L, 65.6–135.1 nmol/L, and 1.2–2.2 nmol/L, respectively. The RIs of all hormones except TT4 differed significantly between males and females. The RIs of TSH increased with increasing age. The prevalence of overt hypothyroidism, overt hyperthyroidism, subclinical hypothyroidism, and subclinical hyperthyroidism was 0.5% and 0.8%, 0.2% and 0.6%, 3.8% and 6.1%, and 3.3% and 4.7% in males and females, respectively, which differed from those provided by Siemens. Conclusions Sex-specific RIs were established for thyroid-associated hormones, and the prevalence of thyroid diseases was determined in the Chinese population.