1.Ethical considerations on the development and application of artificial intelligence in public health
Chunyu RONG ; Dongni HONG ; Baoyue WANG ; Junwei WANG ; Yunmeng WANG ; Xianglong LI ; Siyu DING ; Ping ZHOU
Shanghai Journal of Preventive Medicine 2024;36(5):504-510
With the development of digital technology, an increasing number of artificial intelligence (AI) technologies are being applied in the field of public health, significantly improving the efficiency of healthcare systems. However, such technological advancement also introduces a series of ethical risks. In this article, we conducted a systematic review by searching nine domestic and international databases and analyzing the ethical issues related to AI in public health, ultimately including 158 articles. Based on the analysis of the included literature, ethical risks were categorized into four aspects: data, algorithms, rights and responsibilities, and social impact. A total of 15 key issues were identified, among which privacy and confidentiality, informed consent, data security, and fairness, justice and inclusion emerged as the most prominent issues. The ethical challenges posed by AI in the field of public health cannot be ignored, and it is necessary to formulate ethical guidelines and practical recommendations for AI in this field, establish sound regulatory and review mechanisms, thereby ensuring the healthy development of AI research in public health.
2.MRI texture features combined with apparent diffusion coefficient for differentiating uterine sarcoma and cellular uterine leiomyoma
Zhong YANG ; Baoyue FU ; Yulan CHEN ; Naiyu LI ; Mengshi FANG ; Mingjie SUN ; Chao WEI
Chinese Journal of Medical Imaging Technology 2024;40(7):1052-1057
Objective To observe the value of MRI texture features combined with apparent diffusion coefficient(ADC)for differentiating uterine sarcoma(US)and cellular uterine leiomyoma(CUL).Methods Pelvic MRI data of 27 US patients(US group)and 34 CUL patients(CUL group)were retrospectively analyzed.The texture features of lesions were extracted from T2WI and diffusion weighted imaging(DWI),the ADC value were measured,and the average ADC value(ADCmean),the minimum ADC value(ADCmin)and standard ADC value(ADCst)were recorded.Then logistic regression(LR)models were constructed based on ADC value,optimal texture features alone and their combination,respectively,including LRADC,LRtexture and LRADC+texture models.Receiver operating characteristic curves were drawn,and the area under the curves(AUC)were calculated to evaluate the efficacy of each model for differentiating US and CUL.Results The ADCmean,ADCmin and ADCst in US group were all lower than those in CUL group(all P<0.05).A total of 3 750 texture features were extracted from pelvic T2WI and DWI,5 optimal features were finally obtained,and the constructed LRADC+texture model and LRtexture model had similar efficacy of differentiating US and CUL(AUC=0.921,0.887;P>0.05),which were both higher than that of LRADC model(AUC=0.696;both P<0.05).The calibration curve of LRADC+texture model was basically consistent with the ideal curve,which had better clinical benefits than LRADC and LRtexture models.Conclusion MRI texture features combined with ADC value could improve efficacy for differentiating US and CUL.
3.Effects of deleting peptidoglycan hydrolase genes on the viable cell counts of Bacillus amyloliquefaciens and the yield of alkaline protease.
Xiaojian XU ; Baoyue ZHU ; Xinyue LI ; Jinfang ZHANG ; Wenlong LIU ; Fuping LU ; Yu LI
Chinese Journal of Biotechnology 2022;38(4):1506-1517
In order to explore the effect of peptidoglycan hydrolase on the viable cell counts of Bacillus amyloliquefaciens and the yield of alkaline protease, five peptidoglycan hydrolase genes (lytC, lytD, lytE, lytF and lytG) of B. amyloliquefaciens TCCC111018 were knocked out individually. The viable cell counts of the bacteria and their alkaline protease activities before and after gene deletion were determined. The viable cell counts of the knockout mutants BA ΔlytC and BA ΔlytE achieved 1.67×106 CFU/mL and 1.44×106 CFU/mL respectively after cultivation for 60 h, which were 32.5% and 14.3% higher than that of the control strain BA Δupp. Their alkaline protease activities reached 20 264 U/mL and 17 265 U/mL, respectively, which were 43.1% and 27.3% higher than that of the control strain. The results showed that deleting some of the peptidoglycan hydrolase genes effectively maintained the viable cell counts of bacteria and increased the activity of extracellular enzymes, which may provide a new idea for optimization of the microbial host for production of industrial enzymes.
Bacillus amyloliquefaciens/genetics*
;
Bacterial Proteins
;
Cell Count
;
Endopeptidases/genetics*
;
N-Acetylmuramoyl-L-alanine Amidase/genetics*
4.The value of neutrophil gelatinase-associated lipocalin and neutrophil-to-lymphocyte and platelet ratio in the early prediction of kidney injury in elderly patients with Diquat poisoning
Hongna QI ; Jia LI ; Qingmian XIAO ; Baoyue ZHU ; Weizhan WANG
Chinese Journal of Geriatrics 2022;41(11):1327-1332
Objective:To explore the value of neutrophil gelatinase-associated lipocalin(NGAL)and neutrophil-to-lymphocyte and platelet ratio(NLPR)for early prediction of kidney injury with Diquat(DQ)poisoning in elderly patients.Methods:In this retrospective study, a total of 106 elderly patients with DQ poisoning treated in the Emergency Intensive Care Unit(EICU)of Harrison International Peace Hospital Affiliated to Hebei Medical University between October 2019 and October 2021 were divided into an acute kidney injury group(AKI group, n=62)and a non-acute kidney injury group(NAKI group, n=44). Meanwhile, 40 non-elderly patients with DQ poisoning served as the control group.Samples of 5 ml venous blood were collected from patients admitted to the EICU to measure NGAL and NLPR levels and Logistic regression analysis was conducted to analyze independent risk factors for AKI in elderly DQ poisoning patients.The area under the curve(AUC)was calculated via the receiver operating characteristic(ROC)curve, and the value of NGAL and NLPR for early prediction of AKI in elderly patients with DQ poisoning and patient prognosis was assessed.Results:Blood NGAL and NLPR levels in the AKI group were significantly higher than in the NAKI group[(387.1±46.6)μg/L vs.(103.5±18.6)μg/L, (13.5±3.4) vs.(5.3±1.1), t=38.243, 15.608, P<0.001 for both]. Logistic regression analysis results showed that elevated levels of NGAL( OR=1.009, 95% CI: 1.003-1.015, P<0.001)and NLPR( OR=1.263, 95% CI: 1.039-1.536, P<0.001)were risk factors for AKI in elderly patients with DQ poisoning.The areas under the ROC curves of NGAL, NLPR and NGAL+ NLPR for AKI prediction were 0.834, 0.803 and 0.873 respectively.The predictive power of NGAL and NLPR for the death of elderly patients with DQ poisoning was higher than that of creatinine clearance(Ccr). The sensitivity of the combination of the two to predict the risk of death was 0.850, the specificity was 0.828, and the AUC was 0.887. Conclusions:NGAL and NLPR are independent risk factors for the occurrence of AKI in elderly patients with DQ poisoning.Combined detection of NGAL and NLPR improves AKI prediction and prognosis assessment in elderly patients with DQ poisoning.
5.Effects and significance of continuous hemoperfusion on patients with diquat poisoning
Weizhan WANG ; Qian LIU ; Wenpin XU ; Tiezhen LIU ; Baoyue ZHU ; Hongna QI ; Qingmian XIAO ; Pu WANG ; Yaqin LI
Chinese Critical Care Medicine 2022;34(12):1320-1324
Objective:To investigate the effect of continuous hemoperfusion (HP) on the levels of soluble CD14 isoform (sCD14-st) and neutrophil gelatinase-associated lipocalin (NGAL) on patients with diquat (DQ) poisoning and its significance.Methods:A total of 86 patients with acute DQ poisoning admitted to the department of emergency medicine, Harrison International Peace Hospital Affiliated to Hebei Medical University from May 2018 to August 2021 were enrolled and divided into the intermittent HP group (40 cases) and the continuous HP group (46 cases) according to the random number table method. All patients received basic treatment and continuous veno-venous hemofiltration (CVVH) within 24 hours after admission. On this basis, the intermittent HP group received HP treatment within 2 hours, lasting 2 hours each time for every 8 hours, 3 times in all; the continuous HP group received continued HP treatment until there was no DQ component in urine samples. Serum NGAL levels were detected in all patients before treatment and at 3 hours, 12 hours, 24 hours, 2 days, 3 days, 5 days, and 7 days after treatment. At the same time, serum sCD14-st, blood lactate (Lac), arterial partial pressure of oxygen (PaO 2), serum creatinine (SCr), MB isoenzyme of creatine kinase (CK-MB) and interleukin-18 (IL-18) levels were detected before treatment and at 24 hours, 3 days, and 7 days after treatment. Kaplan-Meier survival curve was drawn to analyze the 28-day survival of patients. Results:Before treatment, there was no significant difference in serum NGAL, sCD14-st, Lac, PaO 2, SCr, CK-MB and IL-18 levels between the two groups. With the prolongation of treatment, the serum levels of NGAL, sCD14-st, Lac, SCr, CK-MB and IL-18 in the intermittent HP group increased at first and then decreased. Serum levels of NGAL, sCD14-st, CK-MB and IL-18 reached their peaks at 24 hours after treatment, and the Lac and SCr levels reached their peaks at 3 days after treatment. In addition, the levels of the above indexes at each time point in the continuous HP group were all significantly lower than those in the intermittent HP group [after 24 hours of treatment: NGAL (μg/L) was 345.90±30.75 vs. 404.24±38.79, sCD14-st (ng/L) was 1 941.88±298.02 vs. 2 656.35±347.93, CK-MB (U/L) was 30.67±9.11 vs. 43.28±8.06, IL-18 (ng/L) was 139.49±16.29 vs. 177.98±27.85; 3 days of treatment: Lac (mmol/L) was 2.98±0.26 vs. 3.72±0.49, SCr (μmol/L) was 125.01±24.24 vs. 156.74±28.88; all P < 0.05]. However, there was no significant difference in PaO 2 levels between the two groups at each time point after treatment. The Kaplan-Meier survival curve showed that the 28-day mortality of patients in the continuous HP group was significantly lower than that in the intermittent HP group [26.09% (12/46) vs. 52.50% (21/40); Log-Rank test: χ2 = 7.288, P = 0.007]. Conclusion:Continuous HP could effectively reduce serum sCD14-st, NGAL levels and 28-day mortality in patients with DQ poisoning, with good curative effect.
6.The value of sST2 combined with NLR for prediction of the occurrence of nosocomial cardiovascular adverse events in patients with myocardial injury from acute moderate to severe carbon monoxide poisoning
Qian LIU ; Qingmian XIAO ; Yongyan HAN ; Yongjian LIU ; Wei LI ; Xun GAO ; Baoyue ZHU ; Weizhan WANG
Chinese Journal of Emergency Medicine 2021;30(3):278-283
Objective:To investigate the clinical significance of soluble growth stimulating expression gene 2 protein (sST2) combined with neutrophil/lymphocyte ratio (NLR) in the prediction of nosocomial cardiovascular adverse events in patients with acute carbon monoxide poisoning (ACOP) myocardial injury.Methods:Patients with ACOP myocardial injury from January 2017 to December 2019 in Emergency Ward and EICU of Harrson International Peace Hospital, Hebei Medical University were enrolled. NLR was calculated by routine blood examination on admission, and sST2 (T 0sST2, T 3dsST2) was detected by ELISA on admission and at 3 days after admission. According to the occurrence of cardiovascular adverse events, the patients were divided into the event group and the non-event group. Logistic regression was used to analyze the risk factors of in-hospital cardiovascular adverse events. ROC curve was used to analyze the value of sST2, NLR, sST2 and NLR combined in predicting the occurrence of in-hospital cardiovascular adverse events in patients with ACOP myocardial injury. Results:Totally 255 patients with ACOP myocardial injury were included in the final analysis. NLR was (13.38±4.33) in the event group and (9.57±4.22) in the non-event group, T 3dsST2 was (61.59±22.67) ng/mL in the event group and (40.52±13.14) ng/mL in the non-event group, with statistically significant differences (all P<0.01). T 0sST2 was (265.34±89.95) ng/mL in the event group and (242.43±93.09) ng/mL in the non-event group, with no statistically significant difference ( P=0.333). Logistic regression analysis showed that NLR ( OR=1.270, 95% CI: 1.125-1.434, P<0.01) and T 3dsST2 ( OR=1.082, 95% CI: 1.052-1.114, P<0.01) were independent risk factors for nosocomial cardiovascular adverse events in patients with ACOP myocardial injury. The optimal cutoff value of T 3dsST2 was 44.5 ng/mL, and of NLR was 12.08. The sensitivity and specificity of dual T 3dsST2 and NLR in predicting nosocomial cardiovascular adverse events was 79.3% and 82.7%, respectively (AUC 0.857, Youden index 0.620). Conclusions:T 3dsST2 and NLR are independent risk factors for the nosocomial cardiovascular adverse events in patients with ACOP myocardial injury. The predictive cutoff values are 44.5 ng/mL for T 3dsST2 and 12.08 for NLR. Combination of T 3dsST2 and NLR has a practical predictive value for nosocomial cardiovascular adverse events in patients with ACOP myocardial injury.
7.Predictive value of neutrophil/lymphocyte ratio combined with soluble growth stimulating expression gene 2 protein on the occurrence of in-hospital major adverse cardiaovascular events in patients with myocardial injury from moderate-severe acute carbon monoxide poisoning: a single-center prospective observational study
Qian LIU ; Qingmian XIAO ; Yongyan HAN ; Yongjian LIU ; Wei LI ; Xun GAO ; Baoyue ZHU ; Weizhan WANG
Chinese Critical Care Medicine 2021;33(9):1088-1093
Objective:To investigate the predictive neutrophil/lymphocyte ratio (NLR) combined with soluble growth stimulating expression gene 2 protein (sST2) on in-hospital major adverse cardiovascular events (MACE) in patients with myocardial injury following moderate-severe acute carbon monoxide poisoning (ACOP).Methods:A single-cente prospective observational approach was conducted. Moderate-severe ACOP patients with myocardial damage from November 2016 to February 2020 in department of emergency medicine of Harrison International Peace Hospital Affiliated to Hebei Medical University were enrolled. The baseline data of the patients, NLR and sST2 (T0 sST2) on admission, sST2 at 3 days after admission (T3 d sST2), and the other myocardial injury and biochemical indicators were collected. According to whether MACE occurred, the patients were divided into MACE group and non-MACE group. The clinical data of the two groups were compared. Pearson correlation analysis was used to analyze the correlation of each index. Binary Logistic regression was used to analyze the independent risk factors of in-hospital MACE in patients with moderate-severe ACOP myocardial injury. The receiver operator characteristic curve (ROC curve) was drawn and area under ROC curve (AUC) was calculated to analyze the predictive value of NLR, sST2, and NLR combined with sST2 for the occurrence of in-hospital MACE in patients with moderate-severe ACOP myocardial injury.Results:A total of 278 patients with moderate-severe ACOP myocardial injury were included in the final analysis, and the incidence of MACE was 11.51% (32/278). Cardiac troponin I (cTnI), lactic acid (Lac), NLR, and T3 d sST2 in the MACE group were significantly higher than those in the non-MACE group [cTnI (μg/L): 0.83±0.15 vs. 0.46±0.37, Lac (mmol/L): 2.96±1.14 vs. 2.43±1.35, NLR: 13.14±4.37 vs. 9.49±4.21, T3 d sST2 (μg/L): 59.88±23.42 vs. 39.83±12.60, all P < 0.05], there was no significant difference in T0 sST2 between the MACE group and the non-MACE group (μg/L: 269.09±90.89 vs. 240.14±113.02, P > 0.05). Pearson correlation analysis showed that there were significantly positive correlations in NLR with acute physiology and chronic health evaluationⅡ(APACHEⅡ), T3 d sST2 with APACHEⅡ, and NLR with T3 d sST2 ( r values were 0.226, 0.209, 0.193, all P < 0.01). Binary Logistic regression analysis showed that T3 d sST2 and NLR were both independent risk factors for MACE in moderate-severe ACOP patients with myocardial injury [odds ratio ( OR) and 95% confidence interval (95% CI) respectively was 1.064 (1.039-1.090), 1.176 (1.066-1.298), both P < 0.01]. ROC curve analysis showed that the predictive efficacy of NLR combined with T3 d sST2 for the occurrence of in-hospital MACE in patients with ACOP myocardial injury (AUC = 0.876) was better than that of NLR (AUC = 0.754) and T3 d sST2 (AUC = 0.813). When the optimal critical value of NLR was 10.02 and that of T3 d sST2 was 43.50 μg/L, the sensitivity of predicting the occurrence of MACE in patients with moderate-severe ACOP myocardial injury was 69.8% and 86.2% respectively, and the specificity was 74.3% and 70.4%, respectively. The specificity and sensitivity of the combined detection was 83.4% and 79.8%, respectively. Conclusions:NLR and T3 d sST2 were independent predictors of in-hospital MACE in moderate-severe ACOP patients with myocardial injury, and combined application of NLR and T3 d sST2 had good predictive value. For patients with moderate-severe ACOP myocardial injury with NLR > 10.02 and T3 d sST2 > 43.50 μg/L, the occurrence of in-hospital MACE should be alert.
8. Analysis of Clinical Factors of Ulcerative Colitis Complicated With Anemia
Wenxuan CHEN ; Baoyue LI ; Xiangdian BU ; Na MA ; Zhe ZHANG ; Baisui FENG
Chinese Journal of Gastroenterology 2021;26(3):155-159
Background: The prevalence of inflammatory bowel disease (IBD) is increasing worldwide, and anemia, one of the most prevalent extraintestinal manifestations of IBD, is still often underdiagnosed and undertreated. Aims: To analyze the correlations of clinical factors with anemia in patients with ulcerative colitis (UC). Methods: A retrospective analysis was conducted in 60 cases of UC admitted from September 2019 to May 2020 at the Second Affiliated Hospital of Zhengzhou University. Sixty healthy subjects were served as controls. Data of fasting venous blood sample analysis on admission were collected, and the correlations of indicators for anemia with the clinical factors were analyzed. Results: The indicators for anemia, including red blood cell (RBC) count, hemoglobin (Hb), hematocrit (HCT), mean corpuscular volume (MCV), mean corpuscular hemoglobin (MCH) etc. were significantly decreased in UC patients than in healthy controls (all P<0.05). RBC was lower in females than in males (P<0.05); RBC and HCT were lower in patients with pancolitis than in those with proctitis or left hemi-colon colitis (all P<0.05); RBC, Hb and HCT were lower in severe active UC than in mild active UC (all P<0.05). RBC, Hb, HCT and MCH were negatively correlated with two disease activity indicators for IBD, C-reactive protein (CRP) and/or erythrocyte sedimentation rate (ESR) (all P<0.05). Conclusions: Gender, as well as the disease extent, activity and severity are important clinical factors for anemia in patients with UC.
9.Analysis of prognostic factors of acute carbon monoxide toxic heart disease
Shuangqing CAO ; Xun GAO ; Qian LIU ; Yongjian LIU ; Qingmian XIAO ; Baoyue ZHU ; Wei LI ; Weizhan WANG
Chinese Journal of Emergency Medicine 2020;29(8):1093-1098
Objective:To investigate the effect of clinical factors on the short-term prognosis of patients with acute carbon monoxide toxic heart disease.Methods:From October 2017 to December 2019, 92 patients with acute carbon monoxide poisoning (ACOP) and toxic heart disease admitted to the Department of Emergency of our hospital were enrolled in this study. The duration from poisoning to hospital admission, duration of coma, length of hospital stay, endotracheal intubation or not, admission to ICU ward or not, acute physiology and chronic health evaluation (APACHEⅡscore) at admission were recorded. The heart rate-corrected QT dispersion (QTcd) calculated based on electrocardiography results, as well as levels of serum trocalin I (cTnI) and creatine kinase isoenzyme (CK-MB) were recorded at admission, day 2, day 3, and hospital discharge. According to the diagnostic criteria of occupational cute toxic cardiopathy caused by chemicals, the patients were divided into three groups: 45 cases in the mild heart disease group (mild group), 35 cases in the moderate heart disease group (moderate group) and 12 cases in the severe heart disease group (severe group). The variables data of each group were presented as Mean±SD, and analyzed using one-way anova test. LSD- t test was used for pairwise comparison between the groups. Attributes data were compared using χ 2 comparisontest, and correlations were analyzed using Spearman correlation method and binary logistic regression analysis. Results:APACHE II score was significantly higher, and the durations of coma, and hospitalization time of severe heart disease group were significantly higher longer in the severe heart disease group than those ofin the mild and moderate groups, and the proportions of patients with early tracheal intubation to protect airway and admission in ICU ward were both significantly lower in the severe heart disease group than those ofin the mild and moderate moderate groups (all P < 0.05). The levels of CTnI and QTcd in each group increased immediately after admission, which was statistically different from that in the normal control group ( P < 0.05), while cTnI and QTcd at admission in the severe group were significantly higher than those in the mild and moderateother two groups ( P < 0.05). The levels of CK-MB in the severe group wereas significantly different from thoseat of the mild to and moderate groups at day 2 and day 3 after admission ( P < 0.05). The correlation between serum cTnI and APACHE II score at admission was R1 = 1.000 and R2 = 0.458. The correlation between QTcd and APACHE II score at admission was R1 = 1.000 and R2 = 0.765. Both of them were positively correlationsed with statistical difference ( P < 0.01). Conclusions:Patients with ACOP should admit to hospital as early as possible. For patients with severe hypoxia and no airway protection ability, an artificial airway should be established as soon as possible, and the patients should admit to the ICU at the early stage of poisoning to stabilize their condition. Changes of QTcd, serum cTnI, CK-MB and other related indicators should be monitored to detect cardiac injury in time and protect heart.
10. Research Status of Exosomes and Pathogenesis of Inflammatory Bowel Disease
Xiangdian BU ; Baoyue LI ; Wenxuan CHEN ; Dandan WANG ; Yaxing SUN ; Baisui FENG
Chinese Journal of Gastroenterology 2020;25(12):749-753
Exosomes are extracellular vesicles with a diameter of 30-150 nm, which exist in multi-vesicular bodies in the form of intraluminal vesicles. Exosomes can be secreted by a variety of immune cells. Studies have shown that exosomes might play an important role in IBD through their components, such as annexin-A1 (ANXA1), the miRNAs and lipids. As a carrier of antigen presentation, it can affect the signaling pathways related to IBD, regulate the immune response and intestinal homeostasis. This article reviewed the relationship between exosomes and IBD.

Result Analysis
Print
Save
E-mail