Objective To develop a multivariate modeling and prediction approach using the data of influenza incidence, meteorological factors and PM_2.5 variables in Hefei City, and to provide new insights into multivariate modeling and prediction methods. Methods PM_2.5 data were transformed into fractal dimension data and, along with meteorological data, were incorporated into a ConvLSTM model. The performance of this model was compared with traditional ARIMAX and multivariate LSTM models. Results The ARIMAX model's testing set Mean Absolute Error (MAE) was 95.75, Root Mean Square Error (RMSE) was 176.72, and Index of Agreement (IA) was 0.396642. The multivariate LSTM model's testing set MAE was 22.18, RMSE was 43.06, and IA was 0.974611. For the fractal dimension-based ConvLSTM model, the testing set MAE was 17.37, RMSE was 32.25, and IA was 0.988149. Conclusion The fractal dimension effectively captures the complexity and self-similarity of PM_2.5 concentration, providing the model with richer feature information. The fractal dimension-based ConvLSTM model significantly outperforms the traditional ARIMAX model and the multivariate LSTM model in prediction accuracy and can be used for predicting the number of influenza cases.

The paper reports a case of Fabry disease in a child with non-singular nocturnal enuresis as the first symptom. The boy developed unexplained nocturnal enuresis with frequent daytime urination since the age of 6. Fabry disease was detected and diagnosed by chance through high-risk screening. The activity of α-galactosidase A by dry blood spot was 1.97 μmol·L -1·h -1 , and there was c.640-801G>A mutation in GLA gene. Urine routine, urinary microprotein and renal function were normal. However, there were mulberry bodies found in urine deposition microscopy, suggesting the presence of kidney injury. This case suggests that enuresis can be the first symptom of Fabry disease, and mulberry bodies can be seen in the urine at the early stage of the disease.

OBJECTIVE To establish a risk prediction model for antibiotic-associated diarrhea(AAD)in intensive care unit(ICU)patients receiving mechanical ventilation so as to provide bases for early identification of high-risk population and formulation of corresponding individualized prevention strategies.METHODS A total of 1016 pa-tients who received mechanical ventilation and were treated with antibiotics in the ICU of The First Medical Center of Chinese PLA General Hospital from Jan.1,2020 to Jun.30,2022 were retrospectively enrolled in the study and were divided into the AAD group with 200 cases and the non-AA group according to the diagnostic criteria for AAD.Multivariate logistic regression analysis was performed for risk factors for AAD in the ICU patients receiv-ing mechanical ventilation,and the nomogram prediction model was established with R software.The performance of the model was evaluated by means of receiver operating characteristic(ROC)curves and calibration curves.RESULTS Among the 1016 patients who underwent mechanical ventilation,200 had AAD,and the incidence rate of AAD was 19.69％.Multivariate logistic regression analysis showed that hemoglobulin[OR=0.990,95％CI(0.983 to 0.997)],C-reactive protein[OR=1.046,95％CI(1.009 to 1.085)],serum phosphorus[OR=0.498,95％CI(0.328 to 0.755)],serum lipase[OR=1.001,95％CI(1.000 to 1.002)],ceftriaxo ne sodium[OR=2.331,95％CI(1.253 to 4.334)],linezolid[OR=2.387,95％CI(1.329 to 4.289)],fluconazole[OR=2.083,95％CI(1.238 to 3.505)]and sedatives[OR=0.307,95％CI(0.160 to 0.590)]were the risk factors for the AAD in the ICU patients receiving mechanical ventilation.The area under ROC curve(AUC)of the predic-tion model established based on the risk factors was 0.705 for the training set,0.751 for the validation set.Hos-mer-Lemeshow test indicated that the predicated probability of the model was consistent with the actual risk for the occurrence(x2=6.057,5.304,P=0.641,0.725).CONCLUSION The nomogram model that is established based on the above influencing factors can quantitatively predict the risk for AAD in the ICU patients undergo-ing mechanical ventilation,and it has certain clinical predictive efficiency.

Objective To evaluate the safety and efficacy of valve-in-valve transcatheter mitral valve replacement(ViV-TMVR)in patients with bioprosthetic valve degeneration who are at high surgical risk.Methods This study is a multi-center,retrospective cohort analysis of 20 consecutive patients who underwent transseptal ViV-TMVR using the Edwards SAPIEN 3 transcatheter heart valve(THV).The primary endpoints include technical success and procedural success,both defined according to the Mitral Valve Academic Research Consortium(MVARC)criteria,as well as mortality and functional change assessed based on New York Heart Association(NYHA)classification at 30-days and six months post-procedure.Clinical follow-up assessments are conducted at 30-days and six months.Results From February 2021 to October 2022,a total of 20 patients with symptoms of bioprosthetic valve degeneration were enrolled across nine sites in China.The patients had a mean age of(73.5±5.5)years,with 85.0％being females and 70.0％classified as NYHA class Ⅲ/Ⅳ.The study achieved a 100.0％technical success rate and a 90.0％procedural success rate finally.All patients remained alive during the 30-day follow-up period.However,six months post-intervention,two patients(10.0％)were re-hospitalized due to heart failure,and sadly,one of them(5.0％)died.None of the patients reported any adverse events related to ViV-TMVR during the follow-up period.Notably,there was a significant improvement in NYHA class compared to baseline(P=0.0004)at six-month follow-ups.Conclusions The transseptal ViV-TMVR technique proved to be highly successful and was associated with significant improvement in NYHA class function.These findings strongly suggest that it serves as a safe and efficient treatment alternative for high-risk patients suffering from bioprosthetic valve degeneration.

Objective:To observe the effects of auricular point compression and exercise therapy on glycolipid metabolism,oxidative stress and sleep quality in type 2 diabetes mellitus(T2DM)patients with poor glycemic control.Methods:This study was a single-center randomized controlled study,86 T2DM patients with poor glycemic control who were treated in our hospital from June 2022 to June 2024 were divided into control group(received conventional treatment,n=43)and observation group(received auricular point compression and exercise therapy,n=43)by using the random number table method.The clinical efficacy,blood lipid indexes,blood glucose indexes,oxidative stress indexes and sleep quality were compared between the two groups.Results:The total clinical effective rate,high-density lipoprotein cholesterol(HDL-C),superoxide dismutase(SOD)and Glutathione peroxidase(GSH-Px)of the observation group after treatment were higher than those of the control group,and the fasting blood glucose(FBG),glycated hemoglobin(HbA1c),Homeostatic Model Assessment of Insulin Resistance(HOMA-IR),total cholesterol(TC),low-density lipoprotein cholesterol(LDL-C),triglycerides(TG),reactive oxygen species(ROS),malondialdehyde(MDA)and Pittsburgh sleep Quality Index(PSQI)score were lower than those of the control group(P＜0.05).Conclusion:Auricular point compression and exercise therapy can regulate glycolipid metabolism in T2DM patients with poor glycemic control,improve the degree of oxidative stress and sleep quality.

Objective:To investigate the differences in respiratory work load and oxygenation index improvement between intermittent sighing and progressive lung retraction strategies in patients with acute respiratory distress syndrome(ARDS)related to lung collapse.Methods:Sixty patients with ARDS related to lung collapse admitted from January 2020 to January 2024 were selected and divided into intermittent sighing group(IS group,n=30)and progressive lung re-expansion group(PLR group,n=30)according to different treatment methods.The IS group used an intermittent sighing ventilation mode,while the PLR group adopted a progressive lung re-expansion strategy.The changes in respiratory work load indicators[including work of breathing(WOB),maximum inspiratory pressure(Pmax),transcutaneous oxygen saturation(SpO2)],oxygenation index(PaO2/FiO2),lung compliance(Cst),and mechanical ventilation-related parameters were compared before and after treatment in both groups.Results:After treatment,the respiratory work load was significantly reduced in both groups,with a more pronounced decrease in WOB in the PLR group(P＜0.05);both groups showed significant improvements in oxygenation index,but the degree of improvement was more marked in the PLR group(P＜0.01);lung compliance improved more markedly in the PLR group(P＜0.05);the PLR group had significantly shorter mechanical ventilation time and ICU stay compared to the IS group(P＜0.05).Conclusions:The progressive lung recruitment strategy is better than the intermittent sighing ventilation in improving the respiratory work load,oxygenation index and lung compliance of patients with ARDS related to lung collapse.It can shorten the mechanical ventilation time and ICU hospital stay more effectively,which is worth clinical promotion and application.

Endometriosis(EMs)is a common estrogen-depend-ent clinical disease with the pathological characteristics of malig-nant tumors,which has great impact on women's physical and mental health.In recent years,experimental exploration has re-vealed that ectopic foci are in a hypoxic environment outside the uterine cavity,and mitochondria,as the"functional factories"of the cells,play an important role in the process of planting and in-vasion,and the mitochondrial quality control system,which in-cludes mitochondrial oxidative stress,kinetics,autophagy,bio-genesis and calcium homeostasis,is a key mechanism for the e-quilibrium of the mitochondrial function.The mitochondrial quality control system,including mitochondrial oxidative stress kinetics,autophagy,biogenesis and calcium homeostasis,is a key mechanism for mitochondrial functional balance.Therefore,to clarify the role of the mitochondrial quality control system in the development of EMs with the help of rational and rigorous experi-mental and clinical studies can not only help to clarify the patho-genesis of the disease,but also explore the key targets in the prevention and treatment of the disease.Therefore,this article summarizes the research progress of mitochondrial quality control system in endometriosis,with a view to providing reference and theoretical basis for the etiology,pathogenesis and prevention strategies of EMs.

Widespread utilization of glyphosate has led to environmental residues,posing potential threats to ecological systems and human health.Traditional methods for detection of glyphosate are limited by specialized equipment and operational techniques,resulting in inefficient responses.Therefore,it is urgent to develop a convenient,sensitive and accurate detection method for detection of glyphosate.Herein,a new naphthalenesulfonamide-based"Turn-on"fluorescent probe was synthesized using 2-chloroaniline and dansyl chloride as raw materials through a one-step process,which showed a good linear relationship between the glyphosate concentration in concentration range of 0.003-70 μmol/L and the fluorescence intensity(R2=0.995),with a detection limit of 2.73 nmol/L(S/N=3).Analytical techniques such as nuclear magnetic resonance(NMR)spectroscopy and high-resolution mass spectrometry(HRMS)were used to investigate the interaction mechanism between the fluorescent probe and glyphosate.The results indicated that a nucleophilic substitution reaction occurred between the probe and the secondary amine(—NH—)of glyphosate,inducing a photoinduced electron transfer(PET)effect which enhanced the fluorescence intensity by 11.2 times.The probe showed good anti-interference ability towards coexisting metal ions,anions and pesticides in water.When applied to determination of glyphosate in the samples such as tap water,river water(Xiangxi River Reservoir),soil,soybeans,and corn,the spiking recoveries ranged from 94.7％to 109.9％,demonstrating the high accuracy and broad applicability of this detection method.A portable test strip based on this fluorescent probe was developed for rapid semi-quantitative analysis of glyphosate.The developed method was rapid,sensitive,and portable,providing theoretical and technical support for on-site measurement of environmental contaminants.

The paper reports a case of Fabry disease in a child with non-singular nocturnal enuresis as the first symptom. The boy developed unexplained nocturnal enuresis with frequent daytime urination since the age of 6. Fabry disease was detected and diagnosed by chance through high-risk screening. The activity of α-galactosidase A by dry blood spot was 1.97 μmol·L -1·h -1 , and there was c.640-801G>A mutation in GLA gene. Urine routine, urinary microprotein and renal function were normal. However, there were mulberry bodies found in urine deposition microscopy, suggesting the presence of kidney injury. This case suggests that enuresis can be the first symptom of Fabry disease, and mulberry bodies can be seen in the urine at the early stage of the disease.

Objective:To evaluate the efficacy and feasibility of a domestically developed robotic surgical system based on fiber-optic dedicated line communication in cross-regional urological telesurgery.Methods:This was multicenter，single-arm，retrospective case series study. The data of patients who underwent urological telesurgeries using the telesurgical system between January 2023 and December 2024 were analyzed. The cohort included 59 patients from seven hospitals across China. Among the patients，47 were male（79.7%）and 12 were female（20.3%），with a median age of 63.0（56.0，68.0）years and a body mass index of（24.7 ± 3.0）kg/m 2. Surgical procedures included 32 radical prostatectomies，24 partial nephrectomies，one radical nephrectomy，one adrenalectomy，and one ureteral reconstruction. The perioperative indicators，pathological results and postoperative complications were analyzed. The network monitoring data were collected，and the perioperative data of patients，remote system monitoring data and costs were compared between the two communication modes of optical transport network（OTN）and cloud-connect network（CCN）. Results:All 59 remote surgeries were successfully completed，with a mean operative time of（138.0 ± 54.0）minutes，median intraoperative blood loss of 50.0（30.0，100.0）ml and a postoperative hospital stay of 5.0（4.0，6.0）days. No cases required reoperation，Clavien-Dindo grade ≥3 complications，or readmission. The geographical distance between the primary and remote surgical sites ranged from 450 to 2 800 km. Network monitoring revealed increased bidirectional latency with distance increasing：the shortest latency time（Hefei-Hangzhou，450 km）was（16.59 ± 0.80）ms，while the longest（Harbin-Hangzhou，2 200 km）latency time was（53.31 ± 0.31）ms. Average frame loss per procedure was 0?1.27 frames. The results of subgroup analysis comparing OTN and CCN communication modes showed no significant differences in operative time［（130.7 ± 70.5）minutes vs.（142.1 ± 42.9）minutes， P = 0.442］，postoperative hospitalization［6.0（4.0，8.0）d vs. 5.0（4.0，6.0）d， P = 0.581］，or readmission rates（0 vs. 0）. However，CCN demonstrated significant cost advantages with 500 RMB per operation vs. 3 000 RMB per operation for OTN. Conclusions:Urological telesurgery using fiber-optic communication is feasible. The CCN mode，with its cost-effectiveness，excellent usability，and multi-point interconnection flexibility，is currently the preferred communication model for telesurgical applications.