Objective:To analyze the prediction of pathological classification of ground glass nodules based on artificial intelligence computed tomography (CT) quantitative parameters combined with histogram parameters.Methods:The clinical data of 268 suspected patients with ground glass nodules admitted to Foshan Fosun Chancheng Hospital from June 2021 to June 2023 were retrospectively selected as the research subjects. They were divided into pre invasive lesions group (100 cases) and invasive lesions group(168 cases) according to pathological classification. Basic data of patients with different pathological classifications and the CT characteristics were compared, the prediction of pathological classification of ground glass nodules based on CT quantitative parameters combined and histogram parameters were analyzed by receiver operating characteristic (ROC) curve.Results:The edge and boundary of the tumor, shape of the lesion, the peripheral signs of the lesion and the boundary between the two groups had statistical differences ( P<0.05). The CT quantitative parameters of maximum diameter, lesion volume, average CT value in the invasive lesions group and pre invasive lesions group had statistical differences: (15.29 ± 3.20) cm vs. (9.75 ± 2.14) cm, (1.54 ± 0.31) cm 3 vs. (0.51 ± 0.10) cm 3, (- 328.16 ± 46.35) HU vs. (-541.25 ± 100.30) HU, P<0.05. The CT histogram parameters of inproportion of solid components, entropy and maximum CT value in the invasive lesions group and pre invasive lesions group had statistical differences: (66.39 ± 13.25)% vs. (42.65 ± 11.20)%, 4.31 ± 0.52 vs. 3.32 ± 0.39, (-75.34 ± 21.27) HU vs. (-141.72 ± 32.43)HU, P<0.05. Compared with the single prediction of CT quantitative parameters and CT histogram parameters, the combined prediction of the two parameters had higher value in predicting different pathological subtypes of ground glass nodules (the area under the curve was 0.877, P = 0.001). Conclusions:The combined detection of CT quantitative parameters and histogram parameters based on artificial intelligence can effectively evaluate the invasion status of ground glass nodules, which is beneficial for improving the detection of different pathological types of ground glass nodules.

Objective To construct and implement a swallowing disorder assessment and management program for tracheal intubated patients after extubation based on the 4R crisis management theory,providing standardized and scientific interventions for oral feeding.Methods Utilizing the expert meeting method with the 4R crisis management theory framework,a swallowing disorder assessment and management program was developed for post-extubation tracheal intubated patients.A convenience sampling method was employed to select patients with tracheal intubations treated from July to December 2023 in the emergency ICU,central ICU,and cardiovascular surgery ICU of a tertiary hospital in Zhejiang Province.The patients treated from October to December were assigned to an experimental group(n=68),while those treated from July to September were designated as a control group(n=58).The experimental group received the 4R crisis management-based intervention,whereas the control group received standard ICU assessment and management.Outcomes indicators included the incidence of post-extubation swallowing disorders,time to first oral intake,incidence of aspiration during initial feeding,nasogastric and nasointestinal tube placement duration,incidence of aspiration pneumonia during hospitalization,re-intubation rates,ICU readmission rates,ICU stay duration,and total hospitalization days.Results Of the initially recruited subjects,68 in the experimental group and 54 in the control group were included in the final analysis.After the intervention,the experimental group exhibited significantly lower rates of post-extubation swallowing disorders,shorter time to first liquid oral intake,aspiration incidence during first feeding,shorter durations of nasogastric and nasointestinal tube placement,aspiration pneumonia,ICU readmission compared to the control group(P＜0.05).No significant differences were observed between the groups in time to first regular oral intake,re-intubation rates(P＞0.05).Conclusion The risk management program for dysphagia following tracheal extubation based on the 4R crisis management theory is scientifically robust and safe,offering a valuable reference for clinical assessments and management of swallowing and eating post-extubation in tracheal intubated patients.

Objective To investigate the expression and significance of RANK/RANKL/OPG signaling path-way in gerbil external auditory canal cholesteatoma(EACC).Methods Twenty-five mongolian long-clawed gerbils were divided into an experimental group(n=15)and a control group(n=10),and an EACC model was constructed by external auditory canal ligation method in the experimental group.Three months later,the external auditory ca-nal tissues of the control group and the experimental group(10 ears)were collected,and RT-qPCR and Western blot were performed to detect the expression levels of receptor activator of NF-κB(RANK),receptor activator of NF-κB ligand(RANKL),osteoprotegerin(OPG)mRNA and protein in the signaling pathway.Results Two ger-bils in the experimental group died during the modeling process,and cholesteatoma of the external auditory canal was formed in 10 ears 3 months after the operation,with a modeling success rate of 76.9％(10/13).Compared with the normal control group,there was no statistically significant difference in the expression of RANK mRNA in gerbil external auditory canal tissues(P=0.08).The expression of RANK protein was upregulated,the expression of RANKL mRNA and protein was upregulated,while the expression of OPG mRNA and protein was downregulat-ed,the ratio of RANKL/OPG was upregulated,with a statistically significant difference between the two groups(P＜0.01).Conclusion The RANK/RANKL/OPG signaling system may play an important role in the formation of gerbil EACC and bone destruction.

To screen new antigens for novel tuberculosis(TB)vaccine research,we used bioinformatics to predict the B and T cell epitopes of Rv2318,and evaluated the immunogenicity of Rv2318 and its T/B epitope peptides(Rv2318p).The recombinant plas-mids pET32a-Rv2318 and pET32a-Rv2318p were constructed through gene synthesis methods.The recombinant proteins were ex-pressed in a prokaryotic system and purified with nickel affinity chromatography.Proteins were identified with SDS-PAGE and western blotting.BALB/c mice were immunized subcutaneously with the recombinant proteins to evaluate immunogenicity.Sera were collected,and antigen specific antibody titers were evaluated with ELISA.Splenocytes were isolated,and cytokines and T cell proliferation were analyzed with ELISA and flow cytometry,respectively.Rv2318 included two epitope fragments,aa10-130 and 350-410.SDS-PAGE and western blotting indicated that the target proteins were expressed and purified correctly,and their relative molecular weights were-approximately 68 kD and 42 kD,respectively.Rv2318 and Rv2318p induced stronger humoral immune responses than observed in the control groups(P<0.000 1,n=6).Compared with Rv2318,Rv2318p showed significantly greater enhancement of specific IgG and IgG subclass antibodies(P<0.000 1,n=6).In addition,Rv2318p increased the ratio of IgG2a/IgG1,thus indicating that it primarily induced a cellular immune response biased toward the Th1 type.Cytokine experiments revealed that IFN-γ,IL-2,IL-6,and IL-4 significantly increased after immunization with Rv2318p(P all<0.01,n=6),particularly Th1 type cytokines(IFN-γ and IL-2).Furthermore,Rv2318 increased the expression of only IL-2 and IL-6,particularly IL-6(P all<0.01,n=6).Although Rv2318 in-duced more IFN-γ,we observed no significant difference between Rv2318 and PBS immunized mice.Importantly,Rv2318p stimu-lated mice to express IFN-γ at 842 pg/mL,approximately 3 times the level elicited by Rv2318.Whereas both proteins increased the proportions of CD4+and CD8+T cells,Rv2318p promoted greater proliferation of T lymphocytes.These data indicated that both Rv2318 and its epitope peptides enhanced humoral and cellular immune responses,whereas the epitope peptides notably triggered a stronger Th1 type cellular response.In conclusion,the recombinant protein Rv2318 and its epitope peptides showed favorable immunogenicity,and the immunogenicity of Rv2318p was superior to that of Rv2318.This study provides a theoretical basis for TB vaccine development.

This study was aimed at analyzing the epidemiological and drug resistance characteristics of tuberculosis at a desig-nated tuberculosis hospital in Hunan Province in 2024.Patients diagnosed with TB at the hospital between April and October 2024 were included in the study.Demographic data,clinical information,and drug sensitivity test results were collected from the hospital′s electronic medical record system.Descriptive statistics,the chi-square test,and logistic regression were used to analyze the epidemic characteristics,drug resistance characteristics,and factors influencing tuberculosis.Whole genome sequencing of isolates was per-formed,and lineage classification and drug resistance gene mutations were detected with TB-Profiler.The male-to-female ratio was 2.72∶1,and the median age was 56(IQR:43-66)years.Among the 391 patients,most were farmers(46.8%,183/391)and were pri-marily from Changsha(41.1%,162/391).Significant differences were observed in sex and occupation between pulmonary tuberculosis(PTB)and extrapulmonary tuberculosis(EPTB).The overall prevalence of any type of drug resistance of tuberculosis was 33.25%,and the multidrug resistance TB(MDR-TB)and poly-drug resistance(PR-TB)rates were 14.23%and 4.35%,respectively.The re-sistance rates to rifampicin(RIF),isoniazid(INH),ethambutol(EMB),and streptomycin(SM)were 17.90%,22.25%,6.39%,and 20.20%,respectively.Multivariable logistic regression analysis indicated that both diabetes(OR:2.295,95%CI:1.082-4.866)and retreatment(OR:17.822,95%CI:8.343-38.072)were risk factors for developing MDR-TB.Lineage 2(L2)strains accounted for 64.40%(136/191),whereas lineage 4(L4)accounted for 28.80%(55/191).The most common drug resistance mutations were katG Ser315Thr(62.50%,20/32)for INH,rpoB Ser450Leu(50.00%,12/24)for RIF,embB Met306Val(55.56%,5/9)for EMB,and rpsL Lys43Arg(80.95%,34/42)for SM.In conclusion,TB drug resistance was found to be a serious problem at a designated tu-berculosis hospital in Hunan in 2024.Strengthening the treatment and management of patients infected with L2 strains,those with co-morbid diabetes,and retreatment cases is crucial for preventing and controlling the emergence of drug-resistant TB.

Objective To investigate the expression and significance of RANK/RANKL/OPG signaling path-way in gerbil external auditory canal cholesteatoma(EACC).Methods Twenty-five mongolian long-clawed gerbils were divided into an experimental group(n=15)and a control group(n=10),and an EACC model was constructed by external auditory canal ligation method in the experimental group.Three months later,the external auditory ca-nal tissues of the control group and the experimental group(10 ears)were collected,and RT-qPCR and Western blot were performed to detect the expression levels of receptor activator of NF-κB(RANK),receptor activator of NF-κB ligand(RANKL),osteoprotegerin(OPG)mRNA and protein in the signaling pathway.Results Two ger-bils in the experimental group died during the modeling process,and cholesteatoma of the external auditory canal was formed in 10 ears 3 months after the operation,with a modeling success rate of 76.9％(10/13).Compared with the normal control group,there was no statistically significant difference in the expression of RANK mRNA in gerbil external auditory canal tissues(P=0.08).The expression of RANK protein was upregulated,the expression of RANKL mRNA and protein was upregulated,while the expression of OPG mRNA and protein was downregulat-ed,the ratio of RANKL/OPG was upregulated,with a statistically significant difference between the two groups(P＜0.01).Conclusion The RANK/RANKL/OPG signaling system may play an important role in the formation of gerbil EACC and bone destruction.

To screen new antigens for novel tuberculosis(TB)vaccine research,we used bioinformatics to predict the B and T cell epitopes of Rv2318,and evaluated the immunogenicity of Rv2318 and its T/B epitope peptides(Rv2318p).The recombinant plas-mids pET32a-Rv2318 and pET32a-Rv2318p were constructed through gene synthesis methods.The recombinant proteins were ex-pressed in a prokaryotic system and purified with nickel affinity chromatography.Proteins were identified with SDS-PAGE and western blotting.BALB/c mice were immunized subcutaneously with the recombinant proteins to evaluate immunogenicity.Sera were collected,and antigen specific antibody titers were evaluated with ELISA.Splenocytes were isolated,and cytokines and T cell proliferation were analyzed with ELISA and flow cytometry,respectively.Rv2318 included two epitope fragments,aa10-130 and 350-410.SDS-PAGE and western blotting indicated that the target proteins were expressed and purified correctly,and their relative molecular weights were-approximately 68 kD and 42 kD,respectively.Rv2318 and Rv2318p induced stronger humoral immune responses than observed in the control groups(P<0.000 1,n=6).Compared with Rv2318,Rv2318p showed significantly greater enhancement of specific IgG and IgG subclass antibodies(P<0.000 1,n=6).In addition,Rv2318p increased the ratio of IgG2a/IgG1,thus indicating that it primarily induced a cellular immune response biased toward the Th1 type.Cytokine experiments revealed that IFN-γ,IL-2,IL-6,and IL-4 significantly increased after immunization with Rv2318p(P all<0.01,n=6),particularly Th1 type cytokines(IFN-γ and IL-2).Furthermore,Rv2318 increased the expression of only IL-2 and IL-6,particularly IL-6(P all<0.01,n=6).Although Rv2318 in-duced more IFN-γ,we observed no significant difference between Rv2318 and PBS immunized mice.Importantly,Rv2318p stimu-lated mice to express IFN-γ at 842 pg/mL,approximately 3 times the level elicited by Rv2318.Whereas both proteins increased the proportions of CD4+and CD8+T cells,Rv2318p promoted greater proliferation of T lymphocytes.These data indicated that both Rv2318 and its epitope peptides enhanced humoral and cellular immune responses,whereas the epitope peptides notably triggered a stronger Th1 type cellular response.In conclusion,the recombinant protein Rv2318 and its epitope peptides showed favorable immunogenicity,and the immunogenicity of Rv2318p was superior to that of Rv2318.This study provides a theoretical basis for TB vaccine development.

This study was aimed at analyzing the epidemiological and drug resistance characteristics of tuberculosis at a desig-nated tuberculosis hospital in Hunan Province in 2024.Patients diagnosed with TB at the hospital between April and October 2024 were included in the study.Demographic data,clinical information,and drug sensitivity test results were collected from the hospital′s electronic medical record system.Descriptive statistics,the chi-square test,and logistic regression were used to analyze the epidemic characteristics,drug resistance characteristics,and factors influencing tuberculosis.Whole genome sequencing of isolates was per-formed,and lineage classification and drug resistance gene mutations were detected with TB-Profiler.The male-to-female ratio was 2.72∶1,and the median age was 56(IQR:43-66)years.Among the 391 patients,most were farmers(46.8%,183/391)and were pri-marily from Changsha(41.1%,162/391).Significant differences were observed in sex and occupation between pulmonary tuberculosis(PTB)and extrapulmonary tuberculosis(EPTB).The overall prevalence of any type of drug resistance of tuberculosis was 33.25%,and the multidrug resistance TB(MDR-TB)and poly-drug resistance(PR-TB)rates were 14.23%and 4.35%,respectively.The re-sistance rates to rifampicin(RIF),isoniazid(INH),ethambutol(EMB),and streptomycin(SM)were 17.90%,22.25%,6.39%,and 20.20%,respectively.Multivariable logistic regression analysis indicated that both diabetes(OR:2.295,95%CI:1.082-4.866)and retreatment(OR:17.822,95%CI:8.343-38.072)were risk factors for developing MDR-TB.Lineage 2(L2)strains accounted for 64.40%(136/191),whereas lineage 4(L4)accounted for 28.80%(55/191).The most common drug resistance mutations were katG Ser315Thr(62.50%,20/32)for INH,rpoB Ser450Leu(50.00%,12/24)for RIF,embB Met306Val(55.56%,5/9)for EMB,and rpsL Lys43Arg(80.95%,34/42)for SM.In conclusion,TB drug resistance was found to be a serious problem at a designated tu-berculosis hospital in Hunan in 2024.Strengthening the treatment and management of patients infected with L2 strains,those with co-morbid diabetes,and retreatment cases is crucial for preventing and controlling the emergence of drug-resistant TB.

Objective:To analyze the prediction of pathological classification of ground glass nodules based on artificial intelligence computed tomography (CT) quantitative parameters combined with histogram parameters.Methods:The clinical data of 268 suspected patients with ground glass nodules admitted to Foshan Fosun Chancheng Hospital from June 2021 to June 2023 were retrospectively selected as the research subjects. They were divided into pre invasive lesions group (100 cases) and invasive lesions group(168 cases) according to pathological classification. Basic data of patients with different pathological classifications and the CT characteristics were compared, the prediction of pathological classification of ground glass nodules based on CT quantitative parameters combined and histogram parameters were analyzed by receiver operating characteristic (ROC) curve.Results:The edge and boundary of the tumor, shape of the lesion, the peripheral signs of the lesion and the boundary between the two groups had statistical differences ( P<0.05). The CT quantitative parameters of maximum diameter, lesion volume, average CT value in the invasive lesions group and pre invasive lesions group had statistical differences: (15.29 ± 3.20) cm vs. (9.75 ± 2.14) cm, (1.54 ± 0.31) cm 3 vs. (0.51 ± 0.10) cm 3, (- 328.16 ± 46.35) HU vs. (-541.25 ± 100.30) HU, P<0.05. The CT histogram parameters of inproportion of solid components, entropy and maximum CT value in the invasive lesions group and pre invasive lesions group had statistical differences: (66.39 ± 13.25)% vs. (42.65 ± 11.20)%, 4.31 ± 0.52 vs. 3.32 ± 0.39, (-75.34 ± 21.27) HU vs. (-141.72 ± 32.43)HU, P<0.05. Compared with the single prediction of CT quantitative parameters and CT histogram parameters, the combined prediction of the two parameters had higher value in predicting different pathological subtypes of ground glass nodules (the area under the curve was 0.877, P = 0.001). Conclusions:The combined detection of CT quantitative parameters and histogram parameters based on artificial intelligence can effectively evaluate the invasion status of ground glass nodules, which is beneficial for improving the detection of different pathological types of ground glass nodules.

Objective To construct and implement a swallowing disorder assessment and management program for tracheal intubated patients after extubation based on the 4R crisis management theory,providing standardized and scientific interventions for oral feeding.Methods Utilizing the expert meeting method with the 4R crisis management theory framework,a swallowing disorder assessment and management program was developed for post-extubation tracheal intubated patients.A convenience sampling method was employed to select patients with tracheal intubations treated from July to December 2023 in the emergency ICU,central ICU,and cardiovascular surgery ICU of a tertiary hospital in Zhejiang Province.The patients treated from October to December were assigned to an experimental group(n=68),while those treated from July to September were designated as a control group(n=58).The experimental group received the 4R crisis management-based intervention,whereas the control group received standard ICU assessment and management.Outcomes indicators included the incidence of post-extubation swallowing disorders,time to first oral intake,incidence of aspiration during initial feeding,nasogastric and nasointestinal tube placement duration,incidence of aspiration pneumonia during hospitalization,re-intubation rates,ICU readmission rates,ICU stay duration,and total hospitalization days.Results Of the initially recruited subjects,68 in the experimental group and 54 in the control group were included in the final analysis.After the intervention,the experimental group exhibited significantly lower rates of post-extubation swallowing disorders,shorter time to first liquid oral intake,aspiration incidence during first feeding,shorter durations of nasogastric and nasointestinal tube placement,aspiration pneumonia,ICU readmission compared to the control group(P＜0.05).No significant differences were observed between the groups in time to first regular oral intake,re-intubation rates(P＞0.05).Conclusion The risk management program for dysphagia following tracheal extubation based on the 4R crisis management theory is scientifically robust and safe,offering a valuable reference for clinical assessments and management of swallowing and eating post-extubation in tracheal intubated patients.