1.Serum proteomics and machine learning unveil new diagnostic biomarkers for tuberculosis in adolescents and young adults.
Yu CHEN ; Hongxiang XU ; Yao TIAN ; Qian HE ; Xiaoyun ZHAO ; Guobin ZHANG ; Jianping XIE
Chinese Journal of Biotechnology 2025;41(4):1478-1489
Adolescents and young adults (AYAs) are one of the major populations susceptible to tuberculosis. However, little is known about the unique characteristics and diagnostic biomarkers of tuberculosis in this population. In this study, 81 AYAs were recruited, and the high-quality serum proteome of the AYAs with tuberculosis was profiled by quantitative proteomics. The data of serum proteomics indicated that the relative abundance of hemoglobin and apolipoprotein was significantly reduced in the patients with active tuberculosis (ATB). The pathway enrichment analysis showed that the downregulated proteins in the ATB group were mainly involved in the antioxidant and cell detoxification pathways, indicating extensive oxidative stress damage. Random forest (RF) and extreme gradient boosting (XGBoost) were employed to evaluate protein importance, which yielded a set of candidate proteins that can distinguish between ATB and non-ATB. The analysis with the support vector machine algorithm (recursive feature elimination) suggested that the combination of apolipoprotein A-I (APOA1), hemoglobin subunit beta (HBB), and hemoglobin subunit alpha-1 (HBA1) had the highest accuracy and sensitivity in diagnosing ATB. Meanwhile, the levels of hemoglobin (HGB) and albumin (ALB) can be used as blood biochemical indicators to evaluate changes in the protein levels of APOA1 and HBB. This study established the serum proteome landscape of AYAs with tuberculosis and identified new biomarkers for the diagnosis of tuberculosis in this population.
Humans
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Proteomics/methods*
;
Biomarkers/blood*
;
Adolescent
;
Young Adult
;
Apolipoprotein A-I/blood*
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Machine Learning
;
Tuberculosis/blood*
;
Proteome/analysis*
;
Male
;
Hemoglobins/analysis*
;
Female
;
Blood Proteins/analysis*
;
Adult
2.Preliminary exploration of prostate cancer screening mode based on the medical community model in primary hospitals
Liwei ZHENG ; Lingmin SONG ; Gang WANG ; Weizhi ZHU ; Liejun HOU ; Maomao LI ; Jianjun HUANG ; Kewen ZHOU ; Bin ZHENG ; Xiaoming XU ; Guobin WENG
Chinese Journal of Urology 2024;45(6):416-419
Objective:To explore the suitable prostate cancer screening mode under the medical community for primary hospitals.Methods:From April 2021 to April 2022, a total of 16007 male population ≥50 years from 9 branches of the medical community of the second hospital of Yinzhou participated in this study. They were divided into four groups according to age with group 1 of 50-59 years old, group 2 of 60-69 years old, group 3 of 70-79 years old, and group 4 of 80 years old and above. Serum tPSA was added to the routine physical examination, and the screening positive patients were referred to the referral hospital for further diagnosis and treatment under the mode of medical community. We proposed multi-parametric MRI (mpMRI) for those with serum PSA ≥4 ng/ml and suspicious lesions should be scored according to PI-RADS V2. The ultrasound-guided transperineal targeted prostate biopsy was performed for those with PI-RADS ≥3 and those with PI-RADS < 3 but tPSA ≥10 ng/ml. The tPSA follow-up examinations were performed every 6 months for tPSA < 10 ng/ml and PI-RADS < 3 points and once a year for tPSA < 4 ng/ml.Results:Among the 16 007 male population ≥50 years, 2 007(12.54%) were found serum PSA ≥4 ng/ml, and 634(31.59%)were referred to the referral hospital through the medical community system. Combining tPSA and mpMRI, 271 patients underwent ultrasound-guided transperineal targeted prostate biopsy. Among them, 162 were finally diagnosed with PCa, with a biopsy positive rate of 59.78%. The detection rate of PCa in all the subjects was 1.01%. According to the pathological grade, 5(3.08%) were in ISUP group 1, 95(58.64%) in ISUP group 2-3, and 62(38.27%) in ISUP group 4-5. There were 102(62.96%), 39(24.07%) and 21(12.96%) with localized, locally advanced or metastatic PCa, respectively. The levels of tPSA in the four groups were (1.13±1.44)ng/ml, (1.77±3.45)ng/ml, (3.27±17.58)ng/ml, and (4.26±11.48)ng/ml, respectively, with statistically significant differences ( P<0.01). The positive number of biopsy in each group was 1 case(0.06%), 56 cases(0.79%), 81 cases(1.36%) and 24 cases(1.82%) respectively, with statistically significant differences ( P<0.01). The number of ISUP 4-5 grades in each group was 0, 17(30.35%), 29(35.80%), and 16(66.67%) respectively, with statistically significant differences ( P<0.01). Conclusions:Based on the medical community system, according to the tPSA screening results of the primary hospitals, it is feasible and effective to refer suspicious patients to the referral hospitals for mpMRI examination, and screen prostate cancer by ultrasound-guided transperineal prostate fusion biopsy.
3.A study of teaching reform of rehabilitation medicine theory courses based on OBE concept
Yuting FENG ; Liang YANG ; Guobin XU ; Lü SHENGQING ; Yong LIU
Chinese Journal of Medical Education Research 2023;22(10):1529-1532
This article discusses an education model that aims to contribute to students' growth and success and develop students' knowledge, abilities, and values based on the concept of outcome-based education (OBE). Under the guidance of this concept, measures have been taken from multiple dimensions, such as adopting a student-centered approach in theory course teaching, forming a team of teaching assistants, strengthening curriculum ideology and politics, optimizing curriculum content design, reforming teaching methods and teaching platforms, and enhancing feedback to teaching. Rehabilitation medicine courses taught with the OBE concept achieved better outcomes than those taught with conventional approaches adopted in the previous years, with satisfaction, acceptance, and recognition rates of higher than 95% among the students, as well as higher excellent and good rates in the end-of-semester tests compared with those of the same course last year. The preliminary exploration of the teaching reform under this model has provided reference for improving the quality of rehabilitation medicine teaching and cultivating modern professional talents in rehabilitation medicine.
4.Clinical Observation on Treatment of Diabetic Foot Ulcer of Wagner Grade 1-2 by Compound Huangbai Liquid Fomentation
Lei XU ; Weijing FAN ; Xuhong WANG ; Guobin LIU
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(6):104-110
ObjectiveTo observe the clinical efficacy of compound Huangbai liquid fomentation on diabetic foot ulcer of Wagner grade 1-2. MethodPatients were classified into the observation group and control group, with 41 cases in either group. The observation group received routine therapy and compound Huangbai liquid fomentation, while the control group was treated by routine therapy and medical silver nanoparticles-containing dressing. Ulcer area, ulcer depth, traditional Chinese medicine (TCM) syndrome score, ankle-brachial index, transcutaneous oxygen pressure, vascular endothelial growth factor, epidermal growth factor, advanced glycation end product, high-sensitivity C-reactive protein, interleukin-6, erythrocyte sedimentation rate, and adverse events were observed before and after treatment in two groups. ResultAfter treatment, the ulcer area, ulcer depth, TCM syndrome score, vascular endothelial growth factor, epidermal growth factor, advanced glycation end product, high-sensitivity C-reactive protein, interleukin-6(IL-6), and erythrocyte sedimentation rate were lower than those before treatment in two groups (P<0.05), and ankle-brachial index, transcutaneous oxygen pressure, vascular endothelial growth factor, and epidermal growth factor were higher than those before treatment in two groups (P<0.05). After treatment, the ulcer area, ulcer depth, TCM syndrome score, advanced glycation end product, high-sensitivity C-reactive protein, IL-6, and erythrocyte sedimentation rate were lower in the observation group than in the control group (P<0.05), and ankle-brachial index, transcutaneous oxygen pressure, vascular endothelial growth factor, and epidermal growth factor were higher in the observation group than in the control group (P<0.05). The clinical efficacy of observation group was better than that of the control group (P<0.05). There was no significant difference in the incidence of adverse events and endpoint events between two groups. ConclusionCompound Huangbai liquid fomentation is effective for diabetic foot ulcer of Wagner grade 1-2, as it is beneficial to the healing of the ulcer. This study provides clinical evidence for the further promotion of Chinese medicine fomentation.
5.Correlation of carriage and expression of QS regulatory genes and virulence genes with drug resistance in Pseudomonas aeruginosa
Kai Zhou ; Cuixiao Shi ; Guobin Song ; Ying Huang ; Yuanhong Xu
Acta Universitatis Medicinalis Anhui 2022;57(5):748-753
Objective:
To investigate the correlation of carriage and expression of quorum sensing(QS) system regulatory genes and virulence genes with drug resistance inPseudomonas aeruginosastrains isolated from clinical sources.
Methods:
A total of 97 strains ofPseudomonas aeruginosaisolated from various clinical specimens in the laboratory were collected. Firstly, Drug-resistance were detected by the vitek2-compact instrument method and the standard disc diffusion method, 4 QS system-regulated genes and 7 virulence genes were detected by polymerase chain reaction(PCR). After that, the expression of regulatory genes LasI, Rh1 R and virulence genes exoS and PCN were detected by real-time fluorescence quantitative PCR(qRT-PCR), and moreover linearly analysis was used to analyze the correlation of the two types of genes.
Results:
The resistance rates of 97 strains to 11 antibacterial drugs. The resistance rate of tobramycin, gentamicin, and amikacin was less than 10%, and the minimum amikacin was 2.06%. The resistance rate to the remaining drugs was all above 11%, and the highest was imipenem 25.77%, and 43 strains were multi-drug resistant bacteria, and the respiratory-derived strains were more resistant to antimicrobials. The results of PCR gene detection showed: the detection rates of the four QS system-regulated genes LasI, LasR, Rh1 I and Rh1 R were all 100%; the highest detection rate of 7 virulence genes was exoT 98.97%(96/97),and the lowest was exoU 13.40%(13/97),PCN 43.30%(42/97),and the rest were above 86%. The strains without virulence genes were resistant to 6 antibiotics including ceftazidime, and the strains with 7 virulence genes were only resistant to ceftazidime; among the PCN, exoS, and exoU positive strains, the proportion of non-multidrug resistantPseudomonas aeruginosa(NMDR-PA)was higher; PCN+ strains were more resistant to piperacillin/tazobactam and the difference was statistically significant; compared with exoS+/exoU-strains, the types of antibiotics resistant to exoS-/exoU+ strains decreased significantly. The relative expression levels of regulatory genes rh1 R and LasI in NMDR-PAwere higher and the difference of LasI was statistically significant; the expression of the regulatory gene rh1 R and the virulence gene exoS and the regulatory gene LasI and the virulence gene PCN showed a positive linear relationship.
Conclusion
The drug-resistance ofPseudomonas aeruginosais still serious and multi-drug resistance. QS system regulatory genes exist in the strain stably, except for exoU and PCN, the other virulence genes exoS, exoT, exoY, ToxA and LasB have higher carrying rates, the regulatory genes rh1 R and LasI positively regulate the expression of virulence genes, both QS system regulatory genes and virulence genes affect drug resistance inPseudomonas aeruginosa.
6.Clinical Observation on Wagner 2-3 Diabetic Foot Ulcer Treated by TCM External Treatment Scheme for Euriching Pus for Tissue Growth
Weijing FAN ; Hongfei WANG ; Baozhong YANG ; Lei XU ; Guobin LIU
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(14):107-114
ObjectiveTo observe the clinical efficacy and safety of traditional Chinese medicine (TCM) external therapeutic protocol of enriching pus for tissue growth (EPTG) in the treatment of Wagner 2-3 diabetic foot ulcer. MethodThe randomized controlled trial (RCT) design was adopted. Patients receiving basic treatment were divided into the EPTG group and the control group (debridement and change of nano-silver medical antibacterial dressing). Ulcer healing rate, ulcer area, ulcer depth, TCM symptom score, visual analogue scale(VAS), transcutaneous partial pressure of oxygen, wound blood flow, inflammatory factors [C-reactive protein (CRP), interleukin-6 (IL-6), and tumor necrosis factor-α (TNF-α)], growth factors [vascular endothelial growth factor (VEGF), transforming growth factor-β1 (TGF-β1), and fibroblast growth factor-β (FGF-β)], adverse events, and outcome events of the two groups before and after treatment were observed. ResultCompared with the conditions before treatment, the ulcer healing rate, ulcer area, ulcer depth, TCM symptom score, VAS score, transcutaneous partial pressure of oxygen, wound blood flow, CRP, IL-6, TNF-α, VEGF, TGF-β1, and FGF-β were significantly improved (P<0.01). In terms of the improvement in the ulcer healing rate, ulcer area, ulcer depth, VAS score, transcutaneous partial pressure of oxygen, wound blood flow, CRP, IL-6, TNF-α, VEGF, TGF-β1, and FGF-β, the EPTG group was superior to the control group (P<0.01). There were no statistically significant differences in adverse events and outcome events between the two groups. ConclusionThe TCM external therapeutic protocol of EPTG is safe and effective in the treatment of Wagner 2-3 diabetic foot ulcer. It can greatly reduce the area and depth of diabetic foot ulcer, improve the ulcer healing rate and TCM symptom score, relieve the pain of patients, and improve the microcirculatory blood supply in the local ulcer. Its mechanism of action may be related to the reduction of the local inflammatory response of the wound and the improvement of the proliferation of fibroblasts and vascular endothelial cells.
7.A comparative study on the difference coefficients of DRG payment in various cities in Zhejiang province
Yufei JIANG ; Jiayi GUO ; Jianlie YUAN ; Minhui XU ; Hongyi ZHANG ; Guobin HE
Chinese Journal of Hospital Administration 2022;38(6):443-447
In order to compare the setting of difference coefficients in DRG point payment in different cities in Zhejiang province, the implementation rules of DRG point payment issued by 11 cities in Zhejiang province were comprehensively analyzed. It was found that the difference coefficients in different cities could be divided into three categories, including hospital coefficients alone, hospital coefficients and grade coefficients weighted, and weighted by hospital coefficients, grade coefficients, personal burden levels, case mix indexes, and head-to-time ratio. Its setting differences included four aspects: connotation composition, weight distribution, threshold value, and classification of medical institutions. The authors suggested that the adjustment cycle should be set scientifically to dynamically adjust the difference coefficient, and the scientific setting of the difference coefficient should be promoted through provincial coordination.
8.Effect of Shensong Yangxin capsule on hemorheology and cardiac function in patients with tachyarrhythmia
Chinese Journal of Primary Medicine and Pharmacy 2020;27(10):1194-1197
Objective:To study the efficacy of Shensong Yangxin capsule in the treatment of tachyarrhythmia and its effect on the hemorheology and cardiac function of patients.Methods:From June 2013 to June 2018, 86 patients with tachyarrhythmia who were treated in Taizhou Orthopedic Hospital were enrolled.The patients were divided into control group and observation group according to the random number table method, with 43 cases in each group.The patients in the control group were treated with amiodarone hydrochloride tablets, the patients in the observation group were treated with Shensong Yangxin capsule on the basis of the control group.After 8 weeks, the clinical efficacy, hemorheology and cardiac function of the two groups were compared and analyzed.Results:The total effective rate of the observation group was 93.02%(40/43), which was significantly higher than 76.74%(33/43) of the control group(χ 2=11.064, P<0.05). The plasma viscosity, fibrinogen and hematocrit in the observation group[(1.10±0.20)mPa·s, (1.69±0.36)g/L, (36.94±0.96)%] were lower than those in the control group[(1.51±0.38)mPa·s, (3.02±0.75)g/L, (45.15±1.06)%], the differences were statistically significant between the two groups( t=7.615, 9.463, 11.656, all P<0.05). After treatment, the LVDs and LVDd in the observation group[(39.02±4.68)mm, (53.16±6.42)mm] were significantly higher than those in the control group[(35.48±4.05)mm, (47.99±5.09)mm], the differences were statistically significant between the two groups( t=4.916, 5.064, all P<0.05). Conclusion:Shensong Yangxin capsule has significant therapeutic effect on patients with tachyarrhythmia, which can significantly improve the hemorheology and heart function of patients, and it is safe and worthy of promotion.
9. Quantitative immunochemical fecal occult blood test in health check-up population
Li ZHAO ; Siyi YUAN ; Xiuchi LI ; Gaiqing RUAN ; Xiaoling HAO ; Fulun LONG ; Tengda XU
Chinese Journal of General Practitioners 2020;19(2):113-116
Objective:
To assess the application of quantitative immunochemical fecal occult blood test (qFIT) in screening of gastrointestinal diseases for health check-up population.
Methods:
Total 19 633 health check-up subjects, who received qFIT in AiKang Guobin Physical Examination Center from January 2018 to June 2019 qFIT, were enroll in the study. The positive rate of subjects who received qFIT were analyzed. Gastrointestinal endoscopy were used to diagnose gastrointestinal lesions. The application of qFIT in screening gastrointestinal diseases, especially colorectal cancer and precancerous lesions was evaluated.
Results:
Total 718 (3.66%) subjects were positive for qFIT, among whom 103 (42.3%) underwent gastrointestinal endoscopic examinations. Finally, 33 (42.3%) cases of colon adenoma, 9 (11.5%) cases of peptic ulcer, and 4 (3.1%) cases of colorectal cancer were detected; and other conditions including gastroenteritis and hemorrhoids were were also diagnosed. There were 87 cases whose qFIT were negative performed colon endoscopy, 5 (5.7%) cases of colon adenoma, no colorectal cancer were detected. The mean value of qFIT for colon cancer was higher than that for polyps (3 569±1 085)μg/L
10.Diagnostic performance of adenosine deaminase for tuberculous pleural effusion.
Tingxu HAN ; Nannan ZHOU ; Bin SUN ; Mei DONG ; Ting XU ; Lili JIAO ; Haixia LI ; Chen ZHANG ; Juan LIU ; Guohong WANG ; Guobin XU
Chinese Journal of Clinical Laboratory Science 2019;37(6):413-417
Objective:
To verify the diagnostic value of adenosine deaminase (ADA) for tuberculous pleural effusion.
Methods:
Forty-three cases with tuberculous pleural effusion and 163 cases with non-tuberculous pleural effusion were consecutively collected. The concentration of ADA in pleural effusion was determined by enzyme kinetics. The receiver operating characteristic (ROC) analysis curve was used to calculate the optimal cut-off value of ADA for diagnosing tuberculous pleural effusion based on the control groups with non-tuberculous pleural effusion. Meanwhile, the specificity and sensitivity of ADA level for diagnosis of tuberculous pleural effusion were compared with previous reports.
Results:
The concentration of ADA in tuberculous pleural effusion (median 52.5 U/L) was significantly higher than that in non-tuberculous pleural effusion (median 9.8 and 10.6 U/L) (P<0.05). With a cut-off level for ADA of 25 U/L, the diagnostic sensitivity and specificity was 88.0% and 91.0%, respectively. A system review analyzed data from 17 studies with QUADAS score ≥10 points and revealed the cut-off value of ADA to be (28.1±12.8) U/L (range 10.2 to 55.8 U/L) with a sensitivity of 89% (95%CI: 87% to 91%) and a specificity of 89% (95%CI: 88% to 91%).
Conclusion
The specificity and sensitivity of ADA for diagnosis of tuberculous pleural effusions should be up to over 85%, while the cut-off value of ADA from different literature reports were diverse.


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