Effectiveness of an artificial intelligence-based training and monitoring system in prevention of nosocomial infections: A pilot study of hospital-based data.

This work describes a novel artificial intelligence-based training and monitoring system (AITMS) that was used to control and prevent nosocomial infections (NIs) by improving the skills of donning/removing personal protective equipment (PPE). The AITMS has two working modes, namely an AI-based protective equipment surveillance mode and an AI-based training mode, that were used for routine surveillance and training, respectively. Data revealed that the accuracy rate of donning/removing PPE improved as a result of the AITMS. Interestingly, the frequency of NIs decreased with the use of the AITMS. This study suggested the key role of using PPE in controlling and preventing NIs. Data preliminarily proved that appropriate donning/removing PPE may help to reduce the risk of NIs. In addition, the newest computerized technologies, such as AI, have proven to be useful in controlling and preventing NIs. These findings should helpful to formulate a better strategy against NIs in the future.

Wastewater surveillance and an automated robot: effectively tracking SARS-CoV-2 transmission in the post-epidemic era.

Wastewater-based epidemiology (WBE) has exhibited great utility in the early and rapid identification of SARS-CoV-2. However, the efficacy of wastewater surveillance under China's previous strict epidemic prevention policy remains to be described. We collected the WBE data of wastewater treatment plants (WWTPs) in the Third People's Hospital of Shenzhen and several communities to determine the significant effectiveness of routine wastewater surveillance in monitoring the local spread of SARS-CoV-2 under tight containment of the epidemic. The results of 1 month of continuous wastewater surveillance showed that positive signals for SARS-CoV-2 RNA were detected in the wastewater samples, and a significant positive correlation was observed between the virus concentration and the number of daily cases. In addition, the community's domestic wastewater surveillance results were confirmed even 3 days before, or simultaneously with, the infected patient being confirmed as having the virus. Meanwhile, an automated sewage virus detection robot, ShenNong No.1 robot, was developed, showing a high degree of agreement with experimental data, offering the possibility of large-scale multi-point surveillance. Overall, our results illustrated the clear indicative role of wastewater surveillance in combating COVID-19 and provided a practical basis for rapidly expanding the feasibility and value of routine wastewater surveillance for future emerging infectious diseases.

Combined acoustic radiation force impulse, aminotransferase to platelet ratio index and Forns index assessment for hepatic fibrosis grading in hepatitis B.

AIM: To investigate the combined diagnostic accuracy of acoustic radiation force impulse (ARFI), aspartate aminotransferase to platelet ratio index (APRI) and Forns index for a non-invasive assessment of liver fibrosis in patients with chronic hepatitis B (CHB). METHODS: In this prospective study, 206 patients had CHB with liver fibrosis stages F0-F4 classified by METAVIR and 40 were healthy volunteers were measured by ARFI, APRI and Forns index separately or combined as indicated. RESULTS: ARFI, APRI or Forns index demonstrated a significant correlation with the histological stage (all P < 0.001). According to the AUROC of ARFI and APRI for evaluating fibrotic stages more than F2, ARFI showed an enhanced diagnostic accuracy than APRI (P < 0.05). The combined measurement of ARFI and APRI exhibited better accuracy than ARFI alone when evaluating ≥ F2 fibrotic stage (Z = 2.77, P = 0.006). Combination of ARFI, APRI and Forns index did not obviously improve the diagnostic accuracy compared to the combination of ARFI and APRI (Z = 0.958, P = 0.338). CONCLUSION: ARFI + APRI showed enhanced diagnostic accuracy than ARFI or APRI alone for significant liver fibrosis and ARFI + APRI + Forns index shows the same effect with ARFI + APRI.

Efficacy of tenofovir disoproxil fumarate therapy in Chinese chronic hepatitis B patients after multiple antiviral failures.

AIM: In this prospective study, we aimed to evaluate the efficacy and safety of tenofovir disoproxil fumarate (TDF) in Chinese chronic hepatitis B (CHB) patients after multiple nucleoside/nucleotide analog (NA) treatment failures. METHODS: A total of 115 Chinese CHB patients with suboptimal response to two or more NA treatments were included in this study. All patients were changed to TDF (300 mg/day, oral administration) antiviral treatment for at least 72 weeks. Hepatitis B virus (HBV) polymerase (P) gene mutation screening for each patient was performed. In addition, virological, biochemical responses and estimated glomerular filtration rate (eGFR) of each patient at weeks 12, 24, 48 and 72 of TDF treatment were evaluated. RESULTS: Seventy-six out of 115 patients had drug-resistance mutations (R(+) ), including 27 with adefovir (ADV)-associated mutations (35.5%) and 49 with lamivudine (LMV)-associated mutations (64.5%). For all included patients, complete viral response (CVR) of HBV DNA (<100 IU/mL) was 57.4%, 69.6%, 74.8% and 86.1% at weeks 12, 24, 48 and 72 of TDF treatment, respectively. Alanine aminotransferase normalization and hepatitis B e-antigen seroclearance occurred in 77.3% and 23.2%, respectively, after 72-week TDF treatment. CVR at weeks 12, 24 and 48 was observed more commonly in patients with baseline HBV DNA of less than 10(6) IU/mL. There was no significant reduction of eGFR induced by the TDF treatment. CONCLUSION: Seventy-two-week treatment with TDF in Chinese CHB patients with previously multiple NA treatment failures exhibited effective and safe outcomes, which were independent of baseline mutations conferring ADV or LMV resistance.

Optimal linear combination of ARFI, transient elastography and APRI for the assessment of fibrosis in chronic hepatitis B.

BACKGROUND & AIMS: Accurate assessment of liver fibrosis in patients with chronic hepatitis B (CHB) is necessary not only to predict the long-term clinical course but also to determine an appropriate antiviral therapy scheme. Several noninvasive approaches - serum markers and elastography - have been proposed as alternatives for the histopathological analysis of liver biopsies. The aim of this study was to evaluate two ultrasound elastography methods (ARFI and TE) and one biochemical test (APRI), as well as their optimal linear combination, in the assessment of liver fibrosis in CHB. METHODS: Ninety five patients with CHB and 16 volunteers underwent ARFI, TE and APRI; and liver fibrosis was staged in the patients by a liver biopsy. An optimal linear combination of the three methods was developed, and its diagnostic performance was evaluated by a 10-fold cross-validation. RESULTS: The accuracy of the linear combination was 83.86% and 91.88% for significant fibrosis (≥F2) and cirrhosis (F4), respectively, higher than those obtained for ARFI (83.50%, 88.76%), TE (75.27%, 87.61%) and APRI (73.29% and 81.67%). The combination also increased the sensitivity and the negative predictive values for the diagnosis of significant fibrosis and cirrhosis. CONCLUSIONS: The optimal linear combination algorithm is effective for noninvasive staging of liver fibrosis in CHB. However, linear combination has its own limitations; nonlinear methods may eventually reveal even clearer diagnostic results.

[Efficacy of Peg-interferon alpha-2a combinated with entecavir on HBeAg positive chronic hepatitis B patients with high serum hepatitis B viral loads].

OBJECTIVE: This study aimed at evaluating the efficacy and safety of a combination treatment of entecavir and Peginterferon alpha-2a for HBeAg positive chronic hepatitis B patients with high serum hepatitis B viral loads. METHODS: 60 treatment-naive HBeAg-positive CHB patients with high serum hepatitis B viral loads were enrolled and randomly divided into three groups: group A received Peginterferon alpha-2a monotherapy for 48 weeks (n = 20); group B received entecavir monotherapy for more than 48 weeks (n = 20); group C received Peginterferona alpha-2a combined with entecavir for 12 weeks, then Peginterferon alpha-2a monotherapy for 36 weeks (n = 20). Virological response, ALT normalization, HBeAg and HBsAg seroclearance rate were analysed at the end of 4, 12 and 24 weeks after the treatment. RESULTS: The ratio of undetectable hepatitis B virus (HBV) DNA were 50% and 10%, 95% and 25% and 100% and 30% in group C and group A respectively, 50% and 20%, 95% and 75% and 100% and 90% in group C and group B respectively at the end of 4, 12 and 24 weeks of treatment. The differences were significant between group C and A (Z = -4.6, P < 0.001), group C and B (Z = -2.53, P = 0.0114). ALT normalization rate was significantly lower in group A than that of group C (Z = -2.63, P = 0.0086). HBeAg levels declined more in group C than the other two groups after 24 weeks of treatment. CONCLUSIONS: For HBeAg positive chronic hepatitis B patients with high serum hepatitis B viral loads, combination treament of Peginterferon alpha-2a with entecavir is more effective than Peginterferon alpha-2a monotherapy in virologic response and ALT normalization after 24 weeks of treatment.