Objective To investigate the impact of virtual reality combined with body weight-supported treadmill training on phantom limb pain,lower limb dynamics,gait stability,balance func-tion,and quality of life in amputees.Methods A prospective study enrolled 100 unilateral lower limb amputees as participants,who were randomly divided into experimental group(n=50)and con-trol group(n=50).The experimental group received virtual reality combined with body weight-sup-ported treadmill training,while the control group received conventional rehabilitation training.Out-comes,including phantom limb pain intensity[Visual Analogue Scale(VAS),Douleur Neuropathique 4 Questions(DN4)scores],lower limb dynamics[vertical ground reaction force(Fz),anteroposterior ground reaction force(Fy),joint moments],gait parameters,static balance(Berg Balance Scale score),dynamic balance(stability time,proportion of gait support time),quality of life[12-Item Short-form Health Survey(SF-12)score],and activities of daily living[Modified Barthel Index(MBI)score]were assessed before intervention and at 4,8,and 12 weeks post-intervention.Results At 4,8,and 12 weeks post-intervention,the experimental group exhibited significantly lower VAS and DN4 scores compared to baseline and the control group(P＜0.05).Gait speed,stride length,ca-dence,stance time,Berg Balance Scale score,stability time,and proportion of gait support time improved in the experimental group compared to baseline and the control group(P＜0.05).SF-12 score,MBI score,peak Fz,peak Fy,knee flexion moment,ankle abduction moment,and stance phase proportion also increased significantly in the experimental group compared to baseline and the control group(P＜0.05).Conclusion Virtual reality combined with body weight-supported tread-mill training effectively alleviates phantom limb pain,improves lower limb dynamics,gait stability,and balance function,and enhances quality of life in amputees.

[Objective] To analyse and predict the tendencies of using erythrocyte blood in Changsha based on the autoregressive integrated moving average (ARIMA) model, long short-term memory (LSTM) and ARIMA-LSTM combination model, so as to provide reliable basis for designing a feasible and effective blood inventory management strategy. [Methods] The data of erythrocyte usage from hospitals in Changsha between January 2012 and December 2023 were collected, and ARIMA model, LSTM model and ARIMA-LSTM combination model were established. The actual erythrocyte consumption from January to May 2024 were used to assess and verify the prediction effect of the models. The extrapolation prediction accuracy of the models were tested using two evaluation indicators: mean absolute percentage error (MAPE) and root mean square error (RMSE), and then the prediction performance of the model was compared. [Results] The RMSE of LSTM model, optimal model ARIMA(1,1,1)(1,1,1)12 and ARIMA-LSTM combination model were respectively 5 206.66, 3 096.43 and 2 745.75, and the MAPE were 18.78%,11.54% and 9.76% respectively, which indicated that the ARIMA-LSTM combination model was more accurate than the ARIMA model and LSTM model, and the prediction results was basically consistent with the actual situation. [Conclusion] The ARIMA-LSTM model can better predict the clinical erythrocyte consumption in Changsha in the short term.

Objective To report the diagnosis and treatment processes of a fungal keratitis case caused by Lasio-diplodia theobromae(L.theobromae),and enhance the diagnosis and treatment experience on fungal keratitis caused by this rare pathogen.Methods Corneal scraping specimen from a patient with fungal keratitis was collec-ted.Gram-staining and fluorescence staining were conducted on specimen,followed with direct microscopic observa-tion and isolation culture.The strain was identified by matrix-assisted laser desorption ionization time-of-flight mass spectrometry(MALDI-TOF MS)technology and targeted DNA sequencing.Antimicrobial susceptibility testing was conducted.Literatures were summarized and clinical data on fungal keratitis caused by this pathogen were sorted out.Results Septal fungal hyphae could be seen on the corneal scraping specimen microscopically.The strain was identified as L.theobromae by both MALDI-TOF MS and targeted DNA sequencing after culture.Antimicrobial susceptibility testing(microdilution method)showed that the minimal inhibitory concentrations(MICs)of ampho-tericin B,vorionazole,itraconazole,posaconazole,fluconazole,5-fluorocytosine,micafungin,caspofungin,and anidulafungin against this strain were 1,0.25,＞8,0.25,＞256,8,16,2,and 0.25 μg/mL,respectively.Pa-tient recovered well after antifungal treatment plan was adjusted according to antimicrobial susceptibility testing re-sults.Conclusion L.theobromae is a rare pathogen that causes fungal keratitis.Laboratory tests provide rapid mi-croscopic examination results,and take MALDI-TOF MS and targeted DNA sequencing identification techniques as effective means to detect rare pathogen.In vitro antimicrobial susceptibility testing result can provide reference for clinicians to correctly use antifungal agents for treatment of infection due to this pathogen.

Objective To report a case of fungal keratitis caused by plant pathogens,evidenced by laboratory testing.Methods Specimens were collected by corneal scraping from a 52-year-old male patient for pathogen culture.The patient was treated at Qionghai People's Hospital for fungal keratitis.The isolates were identified and tested for antimicrobial susceptibility.PubMed,CNKI,Wanfang,and VIP database were searched using keywords Diaporthe or Diaporthe phaseolorum in English and Chinese from the establishment of the database to December 10,2024.A retrospective literature review was conducted on the cases of human infection caused by Diaporthe.Results The specimens from corneal scraping were directly examined under a microscope.Septate fungal hyphae were observed.The isolate was identified as Diaporthe phaseolorum by targeted DNA sequencing.Antimicrobial susceptibility testing by microdilution method showed that the minimum inhibitory concentrations(MIC)of fluorocytosine,fluconazole,amphotericin B,voriconazole,itraconazole,posaconazole,micafungin,caspofungin,and anidulafungin against this strain were＞64,64,0.5,0.12,2,0.06,0.03,＜0.03,and 0.12 mg/L,respectively.Clinicians adjusted the antifungal treatment plan timely based on the antimicrobial susceptibility testing results.The patient's vision was restored.Literature review found that of the 12 reported cases of infection worldwide,6 were localized skin or soft tissue infections,3 were peritonitis,and the remaining 3 cases were keratitis.Overall,9 patients were immunocompromised and 3 had normal immune function.Human infections caused by Diaporthe often occur in immunocompromised individuals.Invasive infections often lead to patient mortality.There are no established breakpoints for common antifungal agents against Diaporthe.The MICs against the strain were higher for flucytosine and fluconazole,but lower for azoles,echinocandins,and polyenes.Conclusions Fungal keratitis caused by D.phaseolorum is an emerging infection.The information in this case,including clinical symptoms,the morphology of D.phaseolorum under microscope after corneal scraping,the growth characteristics and antifungal susceptibility testing,targeted DNA sequencing,can inform the microbiology laboratory staff and clinicians of D.phaseolorum infections in the future.

Objective To report the diagnosis and treatment processes of a fungal keratitis case caused by Lasio-diplodia theobromae(L.theobromae),and enhance the diagnosis and treatment experience on fungal keratitis caused by this rare pathogen.Methods Corneal scraping specimen from a patient with fungal keratitis was collec-ted.Gram-staining and fluorescence staining were conducted on specimen,followed with direct microscopic observa-tion and isolation culture.The strain was identified by matrix-assisted laser desorption ionization time-of-flight mass spectrometry(MALDI-TOF MS)technology and targeted DNA sequencing.Antimicrobial susceptibility testing was conducted.Literatures were summarized and clinical data on fungal keratitis caused by this pathogen were sorted out.Results Septal fungal hyphae could be seen on the corneal scraping specimen microscopically.The strain was identified as L.theobromae by both MALDI-TOF MS and targeted DNA sequencing after culture.Antimicrobial susceptibility testing(microdilution method)showed that the minimal inhibitory concentrations(MICs)of ampho-tericin B,vorionazole,itraconazole,posaconazole,fluconazole,5-fluorocytosine,micafungin,caspofungin,and anidulafungin against this strain were 1,0.25,＞8,0.25,＞256,8,16,2,and 0.25 μg/mL,respectively.Pa-tient recovered well after antifungal treatment plan was adjusted according to antimicrobial susceptibility testing re-sults.Conclusion L.theobromae is a rare pathogen that causes fungal keratitis.Laboratory tests provide rapid mi-croscopic examination results,and take MALDI-TOF MS and targeted DNA sequencing identification techniques as effective means to detect rare pathogen.In vitro antimicrobial susceptibility testing result can provide reference for clinicians to correctly use antifungal agents for treatment of infection due to this pathogen.

Objective To report a case of fungal keratitis caused by plant pathogens,evidenced by laboratory testing.Methods Specimens were collected by corneal scraping from a 52-year-old male patient for pathogen culture.The patient was treated at Qionghai People's Hospital for fungal keratitis.The isolates were identified and tested for antimicrobial susceptibility.PubMed,CNKI,Wanfang,and VIP database were searched using keywords Diaporthe or Diaporthe phaseolorum in English and Chinese from the establishment of the database to December 10,2024.A retrospective literature review was conducted on the cases of human infection caused by Diaporthe.Results The specimens from corneal scraping were directly examined under a microscope.Septate fungal hyphae were observed.The isolate was identified as Diaporthe phaseolorum by targeted DNA sequencing.Antimicrobial susceptibility testing by microdilution method showed that the minimum inhibitory concentrations(MIC)of fluorocytosine,fluconazole,amphotericin B,voriconazole,itraconazole,posaconazole,micafungin,caspofungin,and anidulafungin against this strain were＞64,64,0.5,0.12,2,0.06,0.03,＜0.03,and 0.12 mg/L,respectively.Clinicians adjusted the antifungal treatment plan timely based on the antimicrobial susceptibility testing results.The patient's vision was restored.Literature review found that of the 12 reported cases of infection worldwide,6 were localized skin or soft tissue infections,3 were peritonitis,and the remaining 3 cases were keratitis.Overall,9 patients were immunocompromised and 3 had normal immune function.Human infections caused by Diaporthe often occur in immunocompromised individuals.Invasive infections often lead to patient mortality.There are no established breakpoints for common antifungal agents against Diaporthe.The MICs against the strain were higher for flucytosine and fluconazole,but lower for azoles,echinocandins,and polyenes.Conclusions Fungal keratitis caused by D.phaseolorum is an emerging infection.The information in this case,including clinical symptoms,the morphology of D.phaseolorum under microscope after corneal scraping,the growth characteristics and antifungal susceptibility testing,targeted DNA sequencing,can inform the microbiology laboratory staff and clinicians of D.phaseolorum infections in the future.

Diabetic peripheral neuropathy (DPN) is one of the chronic complications of diabetic neuropathy, and also the main cause of chronic wounds and disability. Exosomes and exosomal-microRNAs (miRNAs) are closely related to DPN and participate in the signal transduction and protein expression of the peripheral nervous system by mediating intercellular communication. However, the specific role and mechanism of EVs and exosomal-miRNAs in the occurrence and development of DPN in high-glucose environments are not fully understood. This article reviews the promotion of EVs and exosomal-miRNAs in the occurrence and development of DPN in inhibiting axon growth, promoting inflammatory response, and inducing vascular injury in a high glucose environment.

Objective:To develop an diagnostic equipment with artificial intelligence (AI) real-time assistance under endoscopy (endoscopic AI equipment) for the detection of gastrointestinal protruding lesions, and to evaluate its performance and safety.Methods:From January to December 2017, at Endoscopy Center of West China Hospital, Sichuan University, the endoscopic images of individuals who underwent routine gastroscopy and colonoscopy were collected. The model was established based on convolutional neural network and the endoscopic AI equipment was developed. From June to December 2019, a prospective, single center, blinded and parallel controlled study was conducted to compare the differences in evaluation of protruding lesions of the same patient under gastroscopy or colonoscopy between endoscopist and the endoscopic AI equipment and to evaluated the impact of lesion size (lesions <5 mm and ≥5 mm) on the detection of endoscopic AI equipment. The main outcome measure was the detection time difference in reporting the protruding lesion between endoscopic AI equipment and endoscopist; and the secondary indicator was the accuracy of endoscopic AI equipment in detecting the protruding lesion. Wilcoxon rank sum test and chi-square test were used for statistical analysis.Results:A total of 71 582 white light endoscopy images were used for endoscopic AI equipment training, which included 41 376 images of protruding lesions. The endoscopic AI equipment was successfully developed and obtained the registration certificate of medical devices of the People′s Republic of China (Sichuan Instrument Standard, 20202060049). The accuracy, sensitivity, and specificity of endoscopic AI equipment in detecting protruding lesions were 96.4%, 95.1% and 92.8%, respectively. The detection time of each protruding lesions under gastroscopy of endoscopic AI equipment was 1.524 seconds faster than that of endoscopist; but the detection time of each protruding lesions under colonoscopy was 0.070 seconds slower than that of endoscopist, and the differences were statistically significant ( Z=-5.505 and -4.394, both P<0.01). The detection time of each protruding lesions under gastroscopy or colonoscopy of endoscopic AI equipment was not inferior to that of endoscopist. The detection rate of protruding lesions under colonoscopy by endoscopic AI equipment was 89.9% (249/277) and the sensitivity was 89.9%; the detection rate of protruding lesions under colonoscopy was 87.0% (450/517) and the sensitivity was 86.9%. There were no statistically significant differences in the detection time difference, sensitivity and missed diagnostic rate between the lesions <5 mm and ≥5 mm detected by endoscopic AI equipment under gastroscopy (all P>0.05). The sensitivity of endoscopic AI equipment in detecting the lesions ≥5 mm under colonoscopy was higher than that of lesions <5 mm (96.8% vs. 84.9%), and the missed diagnostic rate was lower than that of lesions <5 mm (3.2%, 3/94 vs. 15.1%, 61/405), and the differences were statistically significant ( χ2=9.615 and 9.612, both P=0.002). No adverse events on patients and medical staffs occurred, and there were no cases of equipment electricity leakage, and abnormal work reported during the use of endoscopic AI equipment. Conclusions:The endoscopic AI equipment can report the protruding lesions simultaneously with endoscopists, and the accuracy is close to 90%, which is expected to be a practical assistant for endoscopists to avoid missed detection of protruding lesions.

Endoscopic resection and surgical resection are the two major therapeutic methods for early esophageal cancer. Endoscopic resection is safe and minimally invasive, but lymph node dissection can not be performed. Although surgery provides a rather thorough resection of the lesions and affected lymph nodes, surgical trauma brings certain negative impact on patients' long-term life quality. A comprehensive assessment of the patient's general condition, the risk of diseased lymph node metastasis, and the risk of the treatment itself is an important measure to optimize treatment decisions and formulate personalized treatment plans.

Objective: To evaluate the burden and to describe the characteristics of spatial distribution caused by malignant tumors among different administrative areas in Guangzhou from 2010- 2013. Methods: Based on data from the Cancer Registry system and population in Guangzhou in 2010- 2013, disability-adjusted life year (DALY) was assessed on the disease burden of cancer, in accordance with the method used in the Global Burden of Disease study. Results: The crude incidence rates of cancer appeared as 256.22/10⁵ in 2010-2011 and 270.04/10⁵ in 2012-2013, with the crude mortality rates as 143.17/10⁵ and 148.01/10⁵, respectively, in Guangzhou. Cancers caused 606 238.95 DALYs in 2010-2011 and 623 763.80 DALYs in 2012-2013 for both sexes and 37.63 and 37.81 person year per 1 000 persons, with the standardized DALY rates as 34.51‰, 34.00‰ respectively. Three administrative districts (Yuexiu, Haizhu and Liwan) were with the largest disease burden of cancers that accounted for 45% of the DALYs for the whole Conghua district, with liver cancer was the leading cancer on DALYs, and tracheal, bronchus and lung cancer ranked the first in the other districts. Conclusions In Guangzhou, disease burden caused by cancers was both prominently seen in the newly developed urban area and the old districts. It remains an arduous task to continue programs on control and prevention of cancers in this city.