OBJECTIVE To construct three-class （insufficient， normal， excessive） and two-class （insufficient， normal） models for predicting plasma concentration of valproic acid （VPA）， and compare the performance of these two models， with the aim of providing a reference for formulating clinical medication strategies. METHODS The clinical data of 480 patients who received VPA treatment and underwent blood concentration test at the Xi’an International Medical Center Hospital were collected from November 2022 to September 2024 （a total of 695 sets of data）. In this study， predictive models were constructed for target variables of three-class and two-class models. Feature ranking and selection were carried out using XGBoost scores. Twelve different machine learning algorithms were used for training and validation， and the performance of the models was evaluated using three indexes: accuracy， F1 score， and the area under the working characteristic curve of the subject （AUC）. RESULTS XGBoost feature importance scores revealed that in the three-class model， the importance ranking of kidney disease and electrolyte disorders was higher. However， in the two-class model， the importance ranking of these features significantly decreased， suggesting a close association with the excessive blood concentration of VPA. In the three-class model， Random Forest method performed best， with F1 score of 0.704 0 and AUC of 0.519 3 on the test set； while in the two-class model， CatBoost method performed optimally， with F1 score of 0.785 7 and AUC of 0.819 5 on the test set. CONCLUSIONS The constructed three-class model has the ability to predict excessive VPA blood concentration， but its prediction and model generalization abilities are poor； the constructed two-class model can only perform classification prediction for insufficient and normal blood concentration cases， but its model performance is stronger.

Objective:To evaluate the long-term efficacy of second-course radiotherapy for patients with locally recurrent rectal cancer (LRRC) following pelvic radiotherapy.Methods:Data of 34 patients with in-field pelvic recurrence of rectal cancer that could not be resected with R0 surgery admitted to Peking University Third Hospital from October 2012 to April 2024 were retrospectively analyzed. All patients received second-course intensity-modulated radiotherapy and the median radiation dose for the first course was 50 Gy (range 45-66 Gy), and for the second course, the median dose was 45 Gy (range 10-60.4 Gy). Regular follow-up visits and imaging examination were performed during follow-up. The recurrence of all patients was analyzed. According to the site of recurrence, all patients were divided into the presacral, pelvic wall and central recurrence groups. Local recurrence-free survival (LRFS) and overall survival (OS) rates were estimated using the Kaplan-Meier method. The survival among groups was compared by two-sided log-rank test.Results:The median follow-up period was 22 months. Among 34 patients, recurrence was observed in 38 sites, primarily at the central region (24 sites, 63%) and 23 patients (68%) had initial recurrence. The median OS was 47 months, and the median LRFS was 19 months. The 1-, 2-, 3- and 5-year OS rates were 93.1%, 75.3%, 69.1% and 38.4%, respectively. The 1- and 2-year LRFS rates were 69.8% and 27.2%. There were no significant differences in OS among the presacral, pelvic wall and central recurrence groups ( P=0.616). Conclusions:For patients with locally recurrent rectal cancer that cannot be resected with R0 margins, second-course radiotherapy offers higher clinical efficacy compared with alternative therapeutic options previously reported.

Objective:To evaluate the long-term efficacy of second-course radiotherapy for patients with locally recurrent rectal cancer (LRRC) following pelvic radiotherapy.Methods:Data of 34 patients with in-field pelvic recurrence of rectal cancer that could not be resected with R0 surgery admitted to Peking University Third Hospital from October 2012 to April 2024 were retrospectively analyzed. All patients received second-course intensity-modulated radiotherapy and the median radiation dose for the first course was 50 Gy (range 45-66 Gy), and for the second course, the median dose was 45 Gy (range 10-60.4 Gy). Regular follow-up visits and imaging examination were performed during follow-up. The recurrence of all patients was analyzed. According to the site of recurrence, all patients were divided into the presacral, pelvic wall and central recurrence groups. Local recurrence-free survival (LRFS) and overall survival (OS) rates were estimated using the Kaplan-Meier method. The survival among groups was compared by two-sided log-rank test.Results:The median follow-up period was 22 months. Among 34 patients, recurrence was observed in 38 sites, primarily at the central region (24 sites, 63%) and 23 patients (68%) had initial recurrence. The median OS was 47 months, and the median LRFS was 19 months. The 1-, 2-, 3- and 5-year OS rates were 93.1%, 75.3%, 69.1% and 38.4%, respectively. The 1- and 2-year LRFS rates were 69.8% and 27.2%. There were no significant differences in OS among the presacral, pelvic wall and central recurrence groups ( P=0.616). Conclusions:For patients with locally recurrent rectal cancer that cannot be resected with R0 margins, second-course radiotherapy offers higher clinical efficacy compared with alternative therapeutic options previously reported.

Objective To monitor the susceptibility of clinical isolates to antimicrobial agents in tertiary hospitals in major regions of China in 2022.Methods Clinical isolates from 58 hospitals in China were tested for antimicrobial susceptibility using a unified protocol based on disc diffusion method or automated testing systems.Results were interpreted using the 2022 Clinical &Laboratory Standards Institute(CLSI)breakpoints.Results A total of 318 013 clinical isolates were collected from January 1,2022 to December 31,2022,of which 29.5％were gram-positive and 70.5％were gram-negative.The prevalence of methicillin-resistant strains in Staphylococcus aureus,Staphylococcus epidermidis and other coagulase-negative Staphylococcus species(excluding Staphylococcus pseudintermedius and Staphylococcus schleiferi)was 28.3％,76.7％and 77.9％,respectively.Overall,94.0％of MRSA strains were susceptible to trimethoprim-sulfamethoxazole and 90.8％of MRSE strains were susceptible to rifampicin.No vancomycin-resistant strains were found.Enterococcus faecalis showed significantly lower resistance rates to most antimicrobial agents tested than Enterococcus faecium.A few vancomycin-resistant strains were identified in both E.faecalis and E.faecium.The prevalence of penicillin-susceptible Streptococcus pneumoniae was 94.2％in the isolates from children and 95.7％in the isolates from adults.The resistance rate to carbapenems was lower than 13.1％in most Enterobacterales species except for Klebsiella,21.7％-23.1％of which were resistant to carbapenems.Most Enterobacterales isolates were highly susceptible to tigecycline,colistin and polymyxin B,with resistance rates ranging from 0.1％to 13.3％.The prevalence of meropenem-resistant strains decreased from 23.5％in 2019 to 18.0％in 2022 in Pseudomonas aeruginosa,and decreased from 79.0％in 2019 to 72.5％in 2022 in Acinetobacter baumannii.Conclusions The resistance of clinical isolates to the commonly used antimicrobial agents is still increasing in tertiary hospitals.However,the prevalence of important carbapenem-resistant organisms such as carbapenem-resistant K.pneumoniae,P.aeruginosa,and A.baumannii showed a downward trend in recent years.This finding suggests that the strategy of combining antimicrobial resistance surveillance with multidisciplinary concerted action works well in curbing the spread of resistant bacteria.

Objective To monitor the susceptibility of clinical isolates to antimicrobial agents in healthcare facilities in major regions of China in 2023.Methods Clinical isolates collected from 73 hospitals across China were tested for antimicrobial susceptibility using a unified protocol based on disc diffusion method or automated testing systems.Results were interpreted using the 2023 Clinical & Laboratory Standards Institute (CLSI) breakpoints.Results A total of 445199 clinical isolates were collected in 2023,of which 29.0％ were gram-positive and 71.0％ were gram-negative.The prevalence of methicillin-resistant strains in Staphylococcus aureus,Staphylococcus epidermidis and other coagulase-negative Staphylococcus species (excluding Staphylococcus pseudintermedius and Staphylococcus schleiferi) (MRSA,MRSE and MRCNS) was 29.6％,81.9％ and 78.5％,respectively.Methicillin-resistant strains showed significantly higher resistance rates to most antimicrobial agents than methicillin-susceptible strains (MSSA,MSSE and MSCNS).Overall,92.9％ of MRSA strains were susceptible to trimethoprim-sulfamethoxazole and 91.4％ of MRSE strains were susceptible to rifampicin.No vancomycin-resistant strains were found.Enterococcus faecalis had significantly lower resistance rates to most antimicrobial agents tested than Enterococcus faecium.A few vancomycin-resistant strains were identified in both E.faecalis and E.faecium.The prevalence of penicillin-susceptible Streptococcus pneumoniae was 93.1％ in the isolates from children and and 95.9％ in the isolates from adults.The resistance rate to carbapenems was lower than 15.0％ for most Enterobacterales species except for Klebsiella,22.5％ and 23.6％ of which were resistant to imipenem and meropenem,respectively .Most Enterobacterales isolates were highly susceptible to tigecycline,colistin and polymyxin B,with resistance rates ranging from 0.6％ to 10.0％.The resistance rate to imipenem and meropenem was 21.9％ and 17.4％ for Pseudomonas aeruginosa,respectively,and 67.5％ and 68.1％ for Acinetobacter baumannii,respectively.Conclusions Increasing resistance to the commonly used antimicrobial agents is still observed in clinical bacterial isolates.However,the prevalence of important crabapenem-resistant organisms such as crabapenem-resistant K.pneumoniae,P.aeruginosa,and A.baumannii showed a slightly decreasing trend.This finding suggests that strengthening bacterial resistance surveillance and multidisciplinary linkage are important for preventing the occurrence and development of bacterial resistance.

Objective To monitor the susceptibility of clinical isolates to antimicrobial agents in healthcare facilities in major regions of China in 2023.Methods Clinical isolates collected from 73 hospitals across China were tested for antimicrobial susceptibility using a unified protocol based on disc diffusion method or automated testing systems.Results were interpreted using the 2023 Clinical & Laboratory Standards Institute (CLSI) breakpoints.Results A total of 445199 clinical isolates were collected in 2023,of which 29.0％ were gram-positive and 71.0％ were gram-negative.The prevalence of methicillin-resistant strains in Staphylococcus aureus,Staphylococcus epidermidis and other coagulase-negative Staphylococcus species (excluding Staphylococcus pseudintermedius and Staphylococcus schleiferi) (MRSA,MRSE and MRCNS) was 29.6％,81.9％ and 78.5％,respectively.Methicillin-resistant strains showed significantly higher resistance rates to most antimicrobial agents than methicillin-susceptible strains (MSSA,MSSE and MSCNS).Overall,92.9％ of MRSA strains were susceptible to trimethoprim-sulfamethoxazole and 91.4％ of MRSE strains were susceptible to rifampicin.No vancomycin-resistant strains were found.Enterococcus faecalis had significantly lower resistance rates to most antimicrobial agents tested than Enterococcus faecium.A few vancomycin-resistant strains were identified in both E.faecalis and E.faecium.The prevalence of penicillin-susceptible Streptococcus pneumoniae was 93.1％ in the isolates from children and and 95.9％ in the isolates from adults.The resistance rate to carbapenems was lower than 15.0％ for most Enterobacterales species except for Klebsiella,22.5％ and 23.6％ of which were resistant to imipenem and meropenem,respectively .Most Enterobacterales isolates were highly susceptible to tigecycline,colistin and polymyxin B,with resistance rates ranging from 0.6％ to 10.0％.The resistance rate to imipenem and meropenem was 21.9％ and 17.4％ for Pseudomonas aeruginosa,respectively,and 67.5％ and 68.1％ for Acinetobacter baumannii,respectively.Conclusions Increasing resistance to the commonly used antimicrobial agents is still observed in clinical bacterial isolates.However,the prevalence of important crabapenem-resistant organisms such as crabapenem-resistant K.pneumoniae,P.aeruginosa,and A.baumannii showed a slightly decreasing trend.This finding suggests that strengthening bacterial resistance surveillance and multidisciplinary linkage are important for preventing the occurrence and development of bacterial resistance.

Objective To retrospectively investigate the distribution,molecular epidemiology and carbapenemases-encoding genes of carbapenem resistant K lebsiella pneumoniae(CRKP)in Zhejiang Province.Methods A total of 772 clinical isolates of K.pneumoniae isolated from 9 hospitals in Zhejiang Province in 2011 were selected,and antimicrobial susceptibility testings were carried out with disk diffusion or broth microdilution method.Polymerase chain reaction(PCR)was used to detect resistant genes,and molecular typing was performed by multilocus sequence typing(MLST)and pulsed field gel electrophoresis(PFGE).Results A total of 48 CRKP(6.2%)were screened in 9 hospitals. Carbapenemase-encoding genes were detected in 39 isolates by PCR,among which 37(77.1%)were identified as blaKPC-2and 2 were blaIMP-4.MLST showed that ST11 was the dominant ST type(30, 62.5%).Results of PFGE showed that 48 CRKP can be divided into 15 types.CRKP was found in 6 hospitals except hospitals in Wenzhou,Jiaxing and Shaoxing.Conclusions In 2011,CRKP is distributed in most areas of Zhejiang Province.The production of KPC-2 is the most important carbapenem resistance mechanism and ST11 is the most prevalent ST type.

Objective To analyze the consistency of individual examination diagnosis with terminologies expressed in the conclusion report of physical examinations by the chief inspection physician. Methods Based on the clinical classifications used in the Guidelines on Prevention and Treatment of Blood Lipid Abnormality for Chinese Adults, and related terminology descriptions of Dyslipidemias that were actually used in four-item blood lipid examinations diagnosis, a lexicon database of Hyperlipidemias was constructed with 39 terms used in the four-item blood lipid examination diagnosis and chief physician conclusions. Totally 11953 electronic chief physician inspection reports from 8 health check-up institutions were included. We investigated the terms of lexicon database using word frequency analysis method, calculated the positive rate in the diagnosis of four single examinations of serum lipid and the positive rate in the chief physician's conclusion. Consistency of chief physician's conclusion with single examination diagnosis was analyzed by Kappa test. Results (1) Among the 39 terms of lexicon database, there are 18 nonstandard terms used in single examination diagnosis, accounted for 46％ of all terms; (2) In word frequency analysis, there are only 1％ of terms that corresponded to clinical classifications of Hyperlipidemias accurately;(3) The positive rate of Hyperlipidemias in serum lipid four single examinations diagnosis was 47％, the positive rate of physician diagnosis was 35％. The consistency analysis of chief physician conclusions with single examination diagnosis showed Kappa=0.71(P<0.01). Conclusions Although the final conclusion written by the chief physician was not using standard terms strictly, most of synonymous terminology expressed in the physician conclusion is normative, which enabled the construction of lexicon database and text mining. Whether the single examination diagnosis are consistent with physician conclusions can be an evaluation indicator to assess the quality of chief physician conclusions for physical examinations. Kappa>0.75 may be suggested as a favorable value.

Objective To investigate the protective effect of heat shock protein (HSP) 70 on the acute lung injury (ALI) of rats with heat stroke.Methods Sixty four rats were randomly (by employing a random number table) assigned into a sham-heated group (Sham group),heat stress group (HS group),and HS plus gluttamine treatment group (HS+GLN group) and HS plus quercet in treatment group (HS+QU group),16 each.All rats were housed in a artificial climate chamber,with the rats in the sham groups exposed to a temperature of 23 ℃ and humidity of 55％ ± 5％,while the rats of HS,HS+GLN and HS+QU groups to an ambient temperature of 39 ℃ and humidity of 65％.During heat stress or sham heating,rectal temperature (Tr),systolic blood pressure (SBP) and pulse rate (PR) were monitored to observe the difference in heat stress response among the groups.The time point at which the SBP started to drop from the peak level was taken as the point of HS onset.At the onset of HS,heat exposure was terminated,then the rats were immediately removed from the chamber,and returned to room temperature.The rats were scarified 0h and 6h after HS onset respectively.After bronchoalveolar lavage fluid (BALF) was collected,the lungs of all animals were harvested for pathological examination of lung injury.The concentrations of IL-1β,TNF-α and IL-6 in BALF and HSP70 in lung homogenate were measured by using an enzyme linked immunosorbent assay kit.Results Compared with HS and HS+QU groups,the rats in HS+GLN group required significantly greater heat load to induce HS (P＜0.001),and had longer survival time span after HS onset.Compared with Sham group,the concentration of HSP70 in lung homogenate in HS group increased in a time-dependent manner (P＜0.001).In comparison with HS group,the concentration of HSP70 in lung homogenate from HS+GLN group was significantly elevated at each time point (P＜0.001),while the treatment with QU significantly inhibited the expression of HSP70 (P＜0.001).The concentration of IL-1β,TNF-α and IL-6 in BALF significantly decreased in HS+GLN group compared with those in HS group and HS+QU group (P＜0.001).The pathological results showed that the lung injury was milder in HS+GLN group,while the opposite in HS+QU group.Conclusion HSP70 could protect HS rats against ALI by enhancing their thermo-tolerance and inhibiting inflammatory response.

Objective To investigate the role of oxidative stress in acute liver injury in a heat stroke model of conscious rats,and to explore its underlying mechanism.Methods Thirty-two rats were randomly (by using a random number table) assigned into a sham-heated control group (Sham group,n=8),a sham-heated group treated with NAC (Sham-NAC group,n=8),a heat stroke group (HS group,n=8) and a heat stoke group treated with NAC (HS-NAC,n=8).Rats were prepared with pre-warm chamber to initiate heat stoke.The change of rectum temperature (Tr),heart rate (HR) and systolic blood pressure (SBP) were monitored,and the time point of HS onset was recorded.Rats were sacrificed 12h after HS onset.ALT,serum TBIL,IL-6,IL-1β,TNF-α,MDA,T-SOD and GSH in the liver homogenates were measured.Liver tissues were harvested for determining the concentration of reactive oxygen species (ROS),neutrophil infiltration and the histological changes.Results During HS onset,no significant differences were observed in Tr,HR,SBP and heat exposure time between HS group and HS-NAC group (P＞0.05).However,the survival time was significantly longer in HS-NAC group than in HS group (P=0.039).12 hours after HS onset,the concentrations of ROS and MDA in the liver homogenates were significantly higher in HS group than in the other groups (P=0.000),while the concentrations of T-SOD and GSH were much lower than in the other groups (P=0.000).The serum concentrations of ALT and TBIL were significantly higher in HS group than in the other groups (P=0.000).Compare with HS group,the pathological injury was alleviated in HS-NAC group (P=0.000).The neutrophil infiltration level and the concentrations of IL-6,IL-1 β and TNF-α in liver tissue were significantly higher in HS group than in HS-NAC group (P=0.000).Conclusion Oxidative stress may play an important role in the pathogenesis of HS liver injury through its cytotoxic effect and by inducing inflammatory responses.