1.Development and validation a predictive model for distinguishing malignant pleural effusion
Jinling JI ; Qiong WANG ; Ting SHI ; Yuzhang JIANG ; Chang LI
Chinese Journal of Clinical Laboratory Science 2025;43(9):702-709
Objective To development and validate a predictive model for distinguishing between malignant pleural effusion(MPE)and benign pleural effusion(BPE).Methods A total of 428 patients diagnosed with pleural effusion(PE)and hospitalized at the First Hospital of Huai'an Affiliated to Nanjing Medical University from July 2020 to May 2022 were selected.The patients were divided into BPE group(211 cases)and MPE group(217 cases)according to diagnostic criteria.The basic information and clinical data of these patients were collected.Boruta method was used for univariate screening,followed by multivariate Logistic regression to construct a basic nomogram model.Bootstrap method was used for internal validation to evaluate the performance of the nomogram,including dis-crimination,accuracy,and clinical applicability.Results The model included 8 key variables:dyspnea,chest pain,general symp-toms,X-ray/CT with malignant tumor features,serum carcinoembryonic antigen,serum neuron-specific enolase,pleural lactate dehy-drogenase,and pleural carcinoembryonic antigen.Internal validation showed that the area under the receiver operating characteristic curve(AUCROC)of the model was 0.933(95%confidence interval:0.912-0.954),with good accuracy(P>0.05).Decision curve a-nalysis(DCA)indicated that this predictive model for predicting MPE risk had a significant net benefit when the probability threshold exceeded 1%.Conclusion The constructed prediction model could effectively distinguish between MPE and BPE.
2.Development and validation a predictive model for distinguishing malignant pleural effusion
Jinling JI ; Qiong WANG ; Ting SHI ; Yuzhang JIANG ; Chang LI
Chinese Journal of Clinical Laboratory Science 2025;43(9):702-709
Objective To development and validate a predictive model for distinguishing between malignant pleural effusion(MPE)and benign pleural effusion(BPE).Methods A total of 428 patients diagnosed with pleural effusion(PE)and hospitalized at the First Hospital of Huai'an Affiliated to Nanjing Medical University from July 2020 to May 2022 were selected.The patients were divided into BPE group(211 cases)and MPE group(217 cases)according to diagnostic criteria.The basic information and clinical data of these patients were collected.Boruta method was used for univariate screening,followed by multivariate Logistic regression to construct a basic nomogram model.Bootstrap method was used for internal validation to evaluate the performance of the nomogram,including dis-crimination,accuracy,and clinical applicability.Results The model included 8 key variables:dyspnea,chest pain,general symp-toms,X-ray/CT with malignant tumor features,serum carcinoembryonic antigen,serum neuron-specific enolase,pleural lactate dehy-drogenase,and pleural carcinoembryonic antigen.Internal validation showed that the area under the receiver operating characteristic curve(AUCROC)of the model was 0.933(95%confidence interval:0.912-0.954),with good accuracy(P>0.05).Decision curve a-nalysis(DCA)indicated that this predictive model for predicting MPE risk had a significant net benefit when the probability threshold exceeded 1%.Conclusion The constructed prediction model could effectively distinguish between MPE and BPE.
3.Regulation and mechanism of Gm49394 on islet-β cell apoptosis
Dong LIU ; Qingyuan ZHAO ; Shushu YANG ; Mengjun ZHANG ; Jie LI ; Yuhao LI ; Li WANG ; Yuzhang WU
Journal of Army Medical University 2025;47(18):2211-2222
Objective To explore the potential role and underlying mechanism of the functionally uncharacterized gene Gm49394 on regulating β-cell apoptosis under diabetic conditions.Methods The expression and translational activity of Gm49394 in pancreatic β-cell lines and non-β-cell lines were validated using RNA fluorescence in situ hybridization(RNA-FISH),quantitative real-time PCR(qPCR),Western blotting,and immunofluorescence(IF)assay.The β-cell lines(NIT-1/Min6)with Gm49394 overexpression or knockdown were constructed.The proliferation,apoptosis,mitochondrial function,as well as oxidative stress and endoplasmic reticulum stress markers in these β-cell lines under physiological homeostasis or pathological stress conditions,such as high glucose(30 mmol/L),inflammation(10 ng/mL IFN-γ alone or combined with 10 ng/mL IL-6),and hydrogen peroxide(100 μmol/L H2O2)were detected by flow cytometry and Western blotting.Results RNA-FISH and qPCR indicated that Gm49394 was specifically expressed in pancreatic β-cell lines and up-regulated under high glucose or inflammatory stimulation.IF assay and Western blotting showed that Gm49394 had protein-coding activity.Flow cytometry and Western blotting identified that Gm49394 overexpression did not affect β-cell proliferation,but promoted β-cell apoptosis and increased reactive oxygen species(ROS)and mitochondrial superoxide(MitoSOX)levels in β cells under physiological homeostasis or pathological stress conditions(P<0.05).Under physiological conditions,Gm49394 knockdown failed to induce significant alterations on β-cell apoptosis,ROS,or MitoSOX levels.Under pathological stress conditions,Gm49394 knockdown significantly suppressed β-cell proliferation,apoptosis,as well as oxidative and endoplasmic reticulum stress(P<0.05).Conclusion Gm49394 may promote β-cell apoptosis via oxidative stress and endoplasmic reticulum stress.
4.The clinical safety and efficacy of selinexor combined with venetoclax and azactitidine induction therapy in relapsed and refractory acute myeloid leukemia
Li'na LIU ; Yushan CUI ; Yuzhang LIU ; Yaomei WANG ; Pu XIANG ; Lijie LIANG ; Yiran LI ; Baijun FANG
Chinese Journal of Hematology 2024;45(8):772-775
To determine the efficacy and safety of selinexor combined with venetoclax (VEN) and azactitidine (AZA) for patients with relapsed and/or refractory acute myeloid leukemia (R/R AML) . Twelve patients with R/R AML treated with selinexor plus VEN and AZA in the Affiliated Cancer Hospital of Zhengzhou University from May 2022 to May 2023 were included. Their clinical data were retrospectively analyzed. Among the 12 R/R AML patients, 5 (41.7%) achieved complete remission (CR) , 1 (8.3%) achieved CR with incomplete hematological recovery, and 5 (41.7%) achieved partial remission. The median time to reach CR was 28 (16-59) days. The median PFS was 61 (15-300) days. The main adverse event of the regimen was hematological toxicity. No chemotherapy-related deaths were observed. The combination of selinexor plus VEN and AZA is an effective treatment for R/R AML patients.
5.Value of multi-gene copy number variation analysis in prognostic prediction of multiple myeloma
Ketai YAN ; Jiehao WANG ; Yuzhang LIU ; Lina LIU ; Baijun FANG ; Xu JI ; Jiangxue HOU ; Xue GAO ; Jianwei DU ; Yuhan HU ; Quande LIN ; Yongping SONG
Cancer Research and Clinic 2024;36(12):881-886
Objective:To explore the value of multi-gene copy number variation (CNV) analysis in the clinical prognostic prediction of patients with multiple myeloma (MM).Methods:A retrospective case series study was conducted. The clinical data of 79 MM patients who were admitted to the Affiliated Cancer Hospital of Zhengzhou University from June 2016 to March 2023 were collected. The whole-genome CNV status was obtained by using whole-genome low depth sequencing (sWGS) of bone marrow blood cells. The outcomes of remission, minimal residual disease (MRD) turning negative, progression-free survival (PFS) and overall survival (OS) in patients with and without CNV were compared. The Cox proportional hazards model was used to analyze the influencing factors of PFS and OS.Results:Among the 79 patients with MM, 43 were males and 36 were females. The median age [ M ( Q1, Q3)] was 65 years old (55 years old, 71 years old). In the revised international staging system, there were 20, 51 and 8 cases in stage Ⅰ, Ⅱ and Ⅲ, respectively. The results of fluorescence in situ hybridization (FISH) were abnormal in 17 cases. CNV was detected in 55 patients (69.6%), and the abnormality of chromosome 1q (27 cases, 49.1%) was the most frequently detected, followed by the abnormality of chromosome 13 (26 cases, 47.3%), chromosome 6 (22 cases, 40.0%), chromosome 11 (19 cases, 34.5%), chromosome 8 (18 cases, 32.7%), chromosome 14 (14 cases, 25.5%), and chromosome 17 (11 cases, 20.0%). The ≥ very good partial remission rate in the detected CNV group was lower than that in the undetected CNV group [29.1% (16/55) vs. 45.8% (11/24)], but the difference was not statistically significant ( χ2 = 2.08, P = 0.149). The MRD negative conversion rate of detected CNV group was lower than that of undetected CNV group [21.8% (12/55) vs. 58.3% (14/24)], and the difference was statistically significant ( χ2 = 10.09, P = 0.001). Survival analysis showed that PFS in the detected CNV group was worse than in the undetected CNV group [median PFS time: 36.7 months (95% CI: 6.1-67.4 months) vs. not reached], and the difference between the two groups was statistically significant ( χ2 = 6.61, P = 0.010), while the difference in OS between the two groups was not statistically significant ( χ2 = 1.84, P = 0.175). There was no significant difference in PFS and OS between patients with 1 and ≥2 abnormal copy sequences (both P > 0.05). PFS of patients with CNV on chromosomes 1q, 17, 8, 11 and 13 was worse than that of patients without CNV at these sites (all P < 0.05), while there was no statistical difference in OS (all P > 0.05). Results of univariate analysis showed that lactate dehydrogenase (LDH) level was correlated with PFS and OS of patients (both P < 0.05), and CNV was correlated with PFS of patients (P = 0.010). Results of multivariate analysis showed that LDH > 250 U/L was an independent factor for poor PFS and OS of patients ( HR = 0.135, 95% CI: 0.019-0.983, P = 0.048; HR = 0.132, 95% CI: 0.018-0.951, P = 0.045). Conclusions:Multi-gene CNV analysis can assist in predicting the prognosis of MM patients, and it is more sensitive than traditional CNV detection methods such as FISH. Patients with CNV on chromosomes 1q, 17, 8, 11, and 13 have poor prognosis.
6.Value of multi-gene copy number variation analysis in prognostic prediction of multiple myeloma
Ketai YAN ; Jiehao WANG ; Yuzhang LIU ; Lina LIU ; Baijun FANG ; Xu JI ; Jiangxue HOU ; Xue GAO ; Jianwei DU ; Yuhan HU ; Quande LIN ; Yongping SONG
Cancer Research and Clinic 2024;36(12):881-886
Objective:To explore the value of multi-gene copy number variation (CNV) analysis in the clinical prognostic prediction of patients with multiple myeloma (MM).Methods:A retrospective case series study was conducted. The clinical data of 79 MM patients who were admitted to the Affiliated Cancer Hospital of Zhengzhou University from June 2016 to March 2023 were collected. The whole-genome CNV status was obtained by using whole-genome low depth sequencing (sWGS) of bone marrow blood cells. The outcomes of remission, minimal residual disease (MRD) turning negative, progression-free survival (PFS) and overall survival (OS) in patients with and without CNV were compared. The Cox proportional hazards model was used to analyze the influencing factors of PFS and OS.Results:Among the 79 patients with MM, 43 were males and 36 were females. The median age [ M ( Q1, Q3)] was 65 years old (55 years old, 71 years old). In the revised international staging system, there were 20, 51 and 8 cases in stage Ⅰ, Ⅱ and Ⅲ, respectively. The results of fluorescence in situ hybridization (FISH) were abnormal in 17 cases. CNV was detected in 55 patients (69.6%), and the abnormality of chromosome 1q (27 cases, 49.1%) was the most frequently detected, followed by the abnormality of chromosome 13 (26 cases, 47.3%), chromosome 6 (22 cases, 40.0%), chromosome 11 (19 cases, 34.5%), chromosome 8 (18 cases, 32.7%), chromosome 14 (14 cases, 25.5%), and chromosome 17 (11 cases, 20.0%). The ≥ very good partial remission rate in the detected CNV group was lower than that in the undetected CNV group [29.1% (16/55) vs. 45.8% (11/24)], but the difference was not statistically significant ( χ2 = 2.08, P = 0.149). The MRD negative conversion rate of detected CNV group was lower than that of undetected CNV group [21.8% (12/55) vs. 58.3% (14/24)], and the difference was statistically significant ( χ2 = 10.09, P = 0.001). Survival analysis showed that PFS in the detected CNV group was worse than in the undetected CNV group [median PFS time: 36.7 months (95% CI: 6.1-67.4 months) vs. not reached], and the difference between the two groups was statistically significant ( χ2 = 6.61, P = 0.010), while the difference in OS between the two groups was not statistically significant ( χ2 = 1.84, P = 0.175). There was no significant difference in PFS and OS between patients with 1 and ≥2 abnormal copy sequences (both P > 0.05). PFS of patients with CNV on chromosomes 1q, 17, 8, 11 and 13 was worse than that of patients without CNV at these sites (all P < 0.05), while there was no statistical difference in OS (all P > 0.05). Results of univariate analysis showed that lactate dehydrogenase (LDH) level was correlated with PFS and OS of patients (both P < 0.05), and CNV was correlated with PFS of patients (P = 0.010). Results of multivariate analysis showed that LDH > 250 U/L was an independent factor for poor PFS and OS of patients ( HR = 0.135, 95% CI: 0.019-0.983, P = 0.048; HR = 0.132, 95% CI: 0.018-0.951, P = 0.045). Conclusions:Multi-gene CNV analysis can assist in predicting the prognosis of MM patients, and it is more sensitive than traditional CNV detection methods such as FISH. Patients with CNV on chromosomes 1q, 17, 8, 11, and 13 have poor prognosis.
7.Prevalence of hearing loss among community-dwelling older people in China in 2020
Shige QI ; Yuzhang HUANG ; Menghui DING ; Han ZHANG ; Lu CUI ; Zhihui WANG
Chinese Journal of Geriatrics 2023;42(4):446-452
Objective:To investigate the prevalence of hearing loss among community-dwelling older people aged 60 and over, and also to compare the discrepancies between self-reported hearing loss and hearing loss diagnosed via audiometry.Methods:Subjects were from the Prevention and Intervention on Neurodegenerative Disease for the Elderly in China(PINDEC)project.By using the stratified multi-stage cluster random sampling method, a total of 10 347 residents aged 60 years and over were selected from 12 counties and districts in Liaoning, Henan and Guangdong Provinces and hearing function assessment was performed in 2020 through otoscopy, pure-tone audiometry and questionnaires.Hearing loss(HL)was defined by the World Health Organization criteria.Self-reported hearing loss was assessed by asking participants whether they had difficulty in hearing.The χ2 and Cochran-Armitage trend tests were used to analyze the differences in HL between different groups.The multivariate Logistic regression model was applied to assess factors influencing HL. Results:In 2020, the prevalence of HL among the elderly aged 60 and older in Liaoning, Henan and Guangdong Provinces was 69.8%(95% CI: 68.9%-70.7%). The prevalence of HL in men was higher than that in women, and increased gradually with age.The prevalence of mild HL was 47.2%, and the prevalence of moderate, severe and profound HL were 18.0%, 3.6% and 0.9%, respectively.Multivariate Logistic regression analysis showed that factors positively correlated with HL were aging, male sex, living in rural areas and working in manual labor.Education level was negatively correlated with HL.Of the 7223 participants who were found to have HL, 5106(70.7%)self-reported having good hearing.Those of a younger age, with a higher educational achievement, having a spouse, or with mild HL were more likely to report having good hearing(all P<0.05). Conclusions:Hearing loss is quite prevalent among community-dwelling older people, and there is a large discrepancy in prevalence between self-reported HL and HL diagnosed via audiometry.Screening and comprehensive intervention for hearing loss for the elderly should be strengthened.
8.Using plant extracts and their active ingredients to inhibit bacterial biofilms.
Peng CHENG ; Jing XIONG ; Hui LI ; Shiyuan WANG ; Yang ZHANG ; Cui MEI ; Xueqing WU ; Yuzhang HE ; Hongwei CHEN
Chinese Journal of Biotechnology 2022;38(5):1753-1767
Numerous studies have reported that the resistance of biofilm bacteria to antibiotics can be up to 10-1 000 fold higher than that of planktonic bacteria. Bacterial biofilms are reported to be responsible for more than 80% of human microbial infection, posing great challenges to the healthcare sector. Many studies have reported that plant extracts and their active ingredients can inhibit the formation and development of bacterial biofilms, including reducing biofilm biomass and the number of viable bacteria in biofilms, as well as eradicating mature biofilms. This review summarized the plant extracts and their active ingredients that are inhibitory to bacterial biofilms, and analyzed the underpinning mechanisms. This review may serve as a reference for the development of plant drugs to prevent and treat biofilm infections.
Anti-Bacterial Agents/pharmacology*
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Bacteria
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Biofilms
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Humans
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Plant Extracts/pharmacology*
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Quorum Sensing
9.Value of serum IgG4 level in differential diagnosis of IgG4-related pancreatic and hepatobiliary diseases and non-IgG4-related pancreatic and hepatobiliary diseases
Chang LI ; Lei YAN ; Li WANG ; Chongxu HAN ; Yunfeng YE ; Defu JIN ; Yuzhang JIANG
Journal of Clinical Hepatology 2022;38(6):1307-1310
Objective To investigate the value of serum IgG4 level in the differential diagnosis of IgG4-related pancreatic and hepatobiliary disease (IgG4-PHD) and non-IgG4-related disease (non-IgG4-RD). Methods Clinical data were collected from 491 patients who were hospitalized and 50 individuals who underwent physical examination in Huaian No. 1 People's Hospital Affiliated to Nanjing Medical University, Subei People's Hospital, and The First Affiliated Hospital of Xuzhou Medical University from August 2014 to April 2021. The 491 patients were divided into IgG4-PHD group with 20 patients, non-IgG4-RD autoimmune disease group with 431 patients (104 patients with systemic lupus erythematosus, 79 with rheumatoid arthritis, 174 with Sjogren's syndrome, 16 with ankylosing spondylitis, 11 with scleroderma, 4 with adult-onset Still's disease, 30 with myositis, 3 with psoriasis, and 10 with primary sclerosing cholangitis), and malignant pancreatic/hepatobiliary tumor group with 40 patients, and the 50 individuals undergoing physical examination were enrolled as healthy control group. Scattering immunoturbidimetric assay was used to measure serum IgG4 concentration. The two-sample Mann-Whitney U test was used for comparison of normally distributed continuous data between groups, and the Fisher's exact test was used for comparison of categorical data between groups. The receiver operating characteristic (ROC) curve was plotted to determine the optimal cut-off value of serum IgG4 in the diagnosis of IgG4-PHD. Results The IgG4-PHD group had a significantly higher serum IgG4 level than the non-IgG4-RD autoimmune disease groups, the malignant pancreatic/hepatobiliary tumor group, and the healthy control group (all P < 0.05), and the Sjogren's syndrome group had a significantly lower serum IgG4 level than the healthy control group ( Z =2.958, P < 0.05). With serum IgG4 ≥1.35 g/L and IgG4 ≥2.01 g/L as the cut-off values, the IgG4-PHD group had a significantly higher positive rate than the non-IgG4-RD autoimmune disease group and the healthy control group (all P < 0.05). The ROC curve analysis showed that IgG4 had an area under the ROC curve of 0.980 in the differential diagnosis of IgG4-PHD and non-IgG4-RD autoimmune diseases, with a sensitivity of 100.00% and a specificity of 94.00% at the optimal cut-off value of 2.21 g/L. Conclusion Serum IgG4 level may also increase in non-IgG4-RD autoimmune diseases, while the cut-off value of 2.21 g/L can improve the differential diagnosis of IgG4-PHD and non-IgG4-RD autoimmune diseases, which requires further verification in clinical practice.
10.Perioperative rehabilitation clinical pathway of acetabular fracture in light of the integration of orthopedics and rehabilitation: a prospective randomized control trial
Yuzhang WANG ; Xiaohua LIU ; Li TAO ; Qiang LI ; Wenqian ZHI ; Qiang HUANG ; Xianfeng GUO ; Yufeng GE ; Jinhui WANG ; Xinbao WU
Chinese Journal of Rehabilitation Theory and Practice 2022;28(7):745-752
ObjectiveTo evaluate the efficacy and safety of a perioperative rehabilitation clinical pathway of acetabular fracture in light of orthopedics rehabilitation team approach. MethodsA prospective randomized control trial was conducted in 82 patients with acetabular fractures who had been admitted from the Emergency Department of Orthopaedic Trauma, Beijing Jishuitan Hospital from June, 2019 to January, 2021. The patients were randomly divided into control group (n = 41) and intervention group (n = 41). The control group was managed routinely, while the intervention group received the rehabilitation clinical pathway, for 24 weeks. The Visual Analogue Score (VAS) of pain, the Barthel Index (BI) and Majeed Pelvic Score were compared. ResultsFinally, 76 patients completed the trial. There was no statistical difference in VAS score between two groups in all periods (|Z| < 1.926, P > 0.05). The BI score was higher in the intervention group than in the control group at discharge, two weeks, six weeks and twelve weeks after operation (|Z| > 2.121, P < 0.05); and no significant difference was found before operation and 24 weeks after operation (|Z| < 1.862, P > 0.05). Majeed Pelvic Score was higher in the intervention group than in the control group two weeks, six weeks, twelve weeks and 24 weeks after operation (|Z| > 2.428, P < 0.05). Six, twelve and 24 weeks after operation, the excellent rate of Majeed Pelvic Score was higher in the intervention group than in the control group (χ2 > 6.136, P < 0.05). ConclusionIn comparison with traditional protocol in acetabular fracture, the perioperative rehabilitation clinical pathway was proved effective and of great safety in the light of the integration of orthopedics and rehabilitation mode for improving the function and activities of daily living of patients.

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