1.Progress in methodological research on bridging the efficacy-effectiveness gap of clinical interventions (1): to improve the validity of real-world evidence
Zuoxiang LIU ; Zilin LONG ; Zhirong YANG ; Shuyuan SHI ; Xinran XU ; Houyu ZHAO ; Zuyao YANG ; Zhu FU ; Haibo SONG ; Tengfei LIN ; Siyan ZHAN ; Feng SUN
Chinese Journal of Epidemiology 2024;45(2):286-293
Objective:Differences between randomized controlled trial (RCT) results and real world study (RWS) results may not represent a true efficacy-effectiveness gap because efficacy-effectiveness gap estimates may be biased when RWS and RCT differ significantly in study design or when there is bias in RWS result estimation. Secondly, when there is an efficacy- effectiveness gap, it should not treat every patient the same way but assess the real-world factors influencing the intervention's effectiveness and identify the subgroup likely to achieve the desired effect.Methods:Six databases (PubMed, Embase, Web of Science, CNKI, Wanfang Data, and VIP) were searched up to 31 st December 2022 with detailed search strategies. A scoping review method was used to integrate and qualitatively describe the included literature inductively. Results:Ten articles were included to discuss how to use the RCT research protocol as a template to develop the corresponding RWS research protocol. Moreover, based on correctly estimating the efficacy-effectiveness gap, evaluate the intervention effect in the patient subgroup to confirm the subgroup that can achieve the expected benefit-risk ratio to bridge the efficacy-effectiveness gap.Conclusion:Using real-world data to simulate key features of randomized controlled clinical trial study design can improve the authenticity and effectiveness of study results and bridge the efficacy-effectiveness gap.
2.Progress in methodological research on bridging the efficacy-effectiveness gap of clinical interventions(2): to improve the extrapolation of efficacy
Zuoxiang LIU ; Zilin LONG ; Zhirong YANG ; Shuyuan SHI ; Xinran XU ; Houyu ZHAO ; Zuyao YANG ; Zhu FU ; Haibo SONG ; Tengfei LIN ; Siyan ZHAN ; Feng SUN
Chinese Journal of Epidemiology 2024;45(4):579-584
Objective:Randomized controlled trials (RCT) usually have strict implementation criteria. The included subjects' characteristics of the conditions for the intervention implementation are quite different from the actual clinical environment, resulting in discrepancies between the risk-benefit of interventions in actual clinical use and the risk-benefit shown in RCT. Therefore, some methods are needed to enhance the extrapolation of RCT results to evaluate the real effects of drugs in real people and clinical practice settings.Methods:Six databases (PubMed, Embase, Web of Science, CNKI, Wanfang Data, and VIP) were searched up to 31 st December 2022 with detailed search strategies. A scoping review method was used to integrate and qualitatively describe the included literature inductively. Results:A total of 12 articles were included. Three methods in the included literature focused on: ①improving the design of traditional RCT to increase population representation; ②combining RCT Data with real-world data (RWD) for analysis;③calibrating RCT results according to real-world patient characteristics.Conclusions:Improving the design of RCT to enhance the population representation can improve the extrapolation of the results of RCT. Combining RCT data with RWD can give full play to the advantages of data from different sources; the results of the RCT were calibrated against real-world population characteristics so that the effects of interventions in real-world patient populations can be predicted.
3.Research Status and Trends of Cohort Studies on Efficacy Evaluation of Traditional Chinese Medicine:A Bibliometrix-based Visual Analysis on Literature from 2017 to 2022
Zilin LONG ; Houyu ZHAO ; Xing LIAO ; Junchang LIU ; Qi SUN ; Cheng WANG ; Yutong FEI ; Haibo SONG ; Siyan ZHAN ; Feng SUN
Journal of Traditional Chinese Medicine 2024;65(7):737-744
ObjectiveTo explore the research status and trends of cohort studies on traditional Chinese medicine (TCM) efficacy evaluation from 2017 to 2022 and provide ideas and references for research in this field. MethodsSix databases including Pubmed, Web of Science, Embase, Scopus, Cochrane Library and CNKI were searched from January 1st, 2017 to December 31st, 2022. The total number of annual publications, journals, highly cited literatures, and keywords were quantitatively and visually analyzed by Bibliometrix. ResultsA total of 328 articles were included, which were published in 141 journals. The number of articles published in this field showed an overall upward trend, and retrospective cohort studies (282 papers, 85.98%) accounted for the largest proportion. A total of 151 cohort studies (46.04%) were conducted based on the database and showed an overall upward trend. The subjects were mainly patients with tumors (77 papers, 23.48%), and cardiovascular and cerebrovascular diseases (64 papers, 19.51%). The top 3 highly cited literatures mainly explore the association between TCM and survival outcome and quality of life in patients with malignant tumors. Fourteen and twenty-five high-frequency keywords were included in Chinese and English literature respectively, which formed 3 clusters such as research methods, statistical analysis and diseases. ConclusionIt was the current status to focus on retrospective cohort studies and focus on patients with tumors or cardiovascular and cerebrovascular diseases. Using observational database to conduct cohort studies of TCM efficacy evaluation could be the future research direction.
4.Length of stay and inpatient charges of total knee arthroplasty in China: analysis of a national database.
Huizhong LONG ; Chao ZENG ; Ying SHI ; Haibo WANG ; Dongxing XIE ; Guanghua LEI
Chinese Medical Journal 2023;136(17):2050-2057
BACKGROUND:
There are limited data on the resource utilization of total knee arthroplasty (TKA) in China. This study aimed to examine the length of stay (LOS) and inpatient charges of TKA in China, and to investigate their determinants.
METHODS:
We included patients undergoing primary TKA in the Hospital Quality Monitoring System in China between 2013 and 2019. LOS and inpatient charges were obtained, and their associated factors were further assessed using multivariable linear regression.
RESULTS:
A total of 184,363 TKAs were included. The LOS decreased from 10.8 days in 2013 to 9.3 days in 2019. The admission-to-surgery interval decreased from 4.6 to 4.2 days. The mean inpatient charges were 61,208.3 Chinese Yuan. Inpatient charges reached a peak in 2016, after which a gradual decrease was observed. Implant and material charges accounted for a dominating percentage, but they exhibited a downward trend, whereas labor-related charges gradually increased. Single marital status, non-osteoarthritis indication, and comorbidity were associated with longer LOS and higher inpatient charges. Female sex and younger age were associated with higher inpatient charges. There were apparent varieties of LOS and inpatient charges among provincial or non-provincial hospitals, hospitals with various TKA volume, or in different geographic regions.
CONCLUSIONS
The LOS following TKA in China appeared to be long, but it was shortened during the time period of 2013 to 2019. The inpatient charges dominated by implant and material charges exhibited a downward trend. However, there were apparent sociodemographic and hospital-related discrepancies of resource utilization. The observed statistics can lead to more efficient resource utilization of TKA in China.
Length of Stay
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Fees and Charges
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Arthroplasty, Replacement, Knee/economics*
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China
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Humans
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Databases, Factual
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Male
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Female
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Middle Aged
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Aged
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Aged, 80 and over
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Inpatients
5.Pneumomediastinum secondary to diabetes ketoacidosis in high altitude: a case report
Haibo LI ; Jie YANG ; Jianrong JIANG ; Zeren GURONG ; Ga LONG
Clinical Medicine of China 2023;39(2):130-133
Diabetic ketoacidosis (DKA), a serious acute complication of diabetes mellitus, mainly manifests as hyperglycemia, ketosis, and acidosis. It is a metabolic syndrome resulting from insulin deficiency and increased insulin-antagonistic hormone levels. While type 2 diabetes mellitus complicated by DKA is relatively uncommon, secondary pneumomediastinum in DKA is extremely rare. Following alveolar rupture, air can travel through various routes to reach the hilum, causing anterior, middle, or posterior pneumomediastinum or even leading to intracranial epidural pneumatosis. The diagnosis of pneumomediastinum is mainly dependent on chest computed tomography findings. After the successful treatment of DKA, pneumomediastinum usually resolves spontaneously within 5-10 days with a good prognosis. One DKA patient admitted to Dege County People's Hospital developed Kussmaul respirations, followed by an increase in intra-alveolar pressure, an elevation in intra and extra-alveolar pressure difference, and protein decomposition in the alveolus wall, which promoted alveolar rupture and induced mediastinal emphysema. After rapid fluid replacement, blood glucose control with insulin, and maintenance of acid-base balance (correction DKA), the mediastinal emphysema was spontaneously absorbed. Through the analysis of the clinical data of this case, the purpose is to improve the clinicians' internal understanding of the relationship between mediastinal emphysema and DKA, avoid over-examination and over-treatment, and provide strategies for correct diagnosis and treatment.
6.A comparative clinical study of non-motor symptoms in early Parkinson′s disease patients with body-first subtype and brain-first subtype
Dongdong WU ; Jing HE ; Kai LI ; Xinxin MA ; Huijing LIU ; Ying JIN ; Wei DU ; Yunfei LONG ; Wen SU ; Shuhua LI ; Haibo CHEN
Chinese Journal of Neurology 2023;56(10):1103-1111
Objective:To investigate the incidence of various non-motor symptoms (NMS) in early stage of Parkinson′s disease (PD) patients and the differences between the body-first and brain-first subtypes.Methods:A total of 121 patients with PD (Hoehn-Yahr stage 1-2) were recruited from PD Clinic, Department of Neurology, Beijing Hospital from January 2012 to January 2015. The general information and clinical features of the patients were collected. The minimal diagnostic criteria of parasomnias described in the International Classification of Sleep Disorders-Revised were used to diagnose rapid eye movement sleep behavior disorder (RBD).According to the sequence of RBD and motor symptoms, the patients were divided into 2 groups: body-first subtype and brain-first subtype. NMS was evaluated by the Non-Motor Symptom Questionnaire (NMSQuest). The clinical features and the incidence of various NMS were compared between the 2 groups. The Unified Parkinson′s Disease Rating Scale (UPDRS) was used to evaluate the severity of the disease, and its third part (UPDRS-Ⅲ) was used to evaluate the motor function of the patients. Hamilton Rating Scale for Depression (HAMD) and Hamilton Rating Scale for Anxiety (HAMA) were used to evaluate the depression and anxiety status of the patients. The sleep status of patients was assessed by Parkinson′s Disease Sleep Scale (PDSS). The quality of life of the patients was assessed by 39-item Parkinson′s Disease Questionnaire (PDQ-39).Results:Of all the patients, 49.59% (60/121) had the body-first subtype and 50.41% (61/121) had the brain-first subtype of PD. There was no significant difference in UPDRS-Ⅲ score between the 2 groups. The average number of NMS in all PD patients was 10.97±4.88. Body-first subtype patients had higher NMS incidence than brain-first subtype in difficulty in swallowing [46.7% (28/60) vs 23.0% (14/61), χ 2=7.507, P=0.006], nausea and vomiting [16.7% (10/60) vs 3.3% (2/61), χ 2=6.069, P=0.014], constipation [85.0% (51/60) vs 55.7% (34/61), χ 2=12.393, P<0.001], fecal incontinence [8.3% (5/60) vs 0 (0/61), χ 2=5.302, P=0.021], difficulty in remembering recent events [58.3% (35/60) vs 32.8% (20/61), χ 2=7.962, P=0.005], loss of interest [43.3% (26/60) vs 24.6% (15/61), χ 2=4.743, P=0.029], inattention [45.0% (27/60) vs 19.7% (12/61), χ 2=8.884, P=0.003], depression [55.0% (33/60) vs 34.4% (21/61), χ 2=5.181, P=0.023], intense vivid dreams [73.3% (44/60) vs 39.3% (24/61), χ 2=14.196, P<0.001] and restless legs [53.3% (32/60) vs 27.9% (17/61), χ 2=8.140, P=0.004]. The differences were significant. Body-first subtype and NMSQuest ( r=-0.489, P<0.001), UPDRS ( r=-0.189, P=0.038), HAMD ( r=-0.231, P=0.011), HAMA ( r=-0.298, P=0.001) and PDQ-39 scores ( r=-0.276, P=0.002) were negatively correlated. Body-first subtype and PDSS score was positively correlated. NMSQuest (Δ R2=0.265, P<0.001) was the main determinant of PDQ-39 score. Conclusions:PD patients are accompanied by various NMS, which is a major factor affecting the quality of life. Compared with brain-first subtype, body-first subtype might have more NMS burden and higher incidence rate in most NMS in early PD patients.
7.A study of differentially expressed proteins in Parkinson disease based on label-free quantitative proteomics
Journal of Apoplexy and Nervous Diseases 2023;40(7):636-640
Objective To investigate the biomarkers for Parkinson disease(PD) by analyzing differentially expressed proteins in the serum of patients with PD. Methods A total of 24 patients with PD who were diagnosed in Beijing Hospital were enrolled,among whom 12 patients only had a medical history of PD(group P1) and the other 12 had underlying diseases such as hypertension and diabetes(group P2). A total of 24 individuals,matched for age and sex,who underwent physical examination were enrolled as control groups C1 and C2.Serum samples were collected,and after high-abundant proteins were removed,the label-free quantitative proteomics technique was used to measure the expression of proteins in serum. The double comparison method was used for comparison between groups P1 and C1 and between groups P2 and C2 to screen for differentially expressed proteins,and the proteins with a consistent changing trend(upregulation or downregulation) were identified as the differentially expressed proteins for PD,which were analyzed and interpreted by bioinformatics methods. Results Comparison between groups identified four differentially expressed proteins,i.e. PRG4,CFHR-3,ACTG1,and HIST2H2BF,among which PRG4 and CFHR-3 showed upregulated expression and ACTG1 and HIST2H2BF showed downregulated expression in the serum of PD patients,and a certain degree of interaction was observed. Conclusion Label-free quantitative proteomics can be used to identify the differentially expressed proteins in PD,which may have a certain value in the diagnosis of PD.
8.In-hospital mortality and related risk factors after knee replacement in China: based on national hospital quality monitoring system data
Huizhong LONG ; Chao ZENG ; Hu CHEN ; Yilin XIONG ; Qiao JIANG ; Dongxing XIE ; Yilun WANG ; Jie WEI ; Ying SHI ; Haibo WANG ; Yongcheng HU ; Guanghua LEI
Chinese Journal of Orthopaedics 2022;42(11):730-738
Objective:To estimate in-hospital mortality after knee replacement (KR) and to assess its trend and risk factors in China.Methods:We included patients undergoing KR in the Hospital Quality Monitoring System in China (2013-2019) to estimate in-hospital mortality after KR and assessed relation of patient's and hospital's characteristics (year of surgery, age, gender, marital status, primary indication, Charlson comorbidity index, geographic location, hospital type, hospital volume of KR, and surgery type) to in-hospital mortality using multivariable Poisson regression.Results:The annual amount of KR has increased from 20 307 in 2013 to 35 757 in 2019, and has maintained an upward trend for 7 years. The mean age of patients having KR increased from 64.9 years in 2013 to 66.6 years in 2019. Of the total 218 923 KRs, 63 deaths (0.29‰) occurred within 30 days before discharging. Older age was associated with higher in-hospital mortality ( P for trend <0.001). Male gender had higher incidence of in-hospital mortality compared with female [relative risk (RR), 2.5; 95% CI: 1.5, 4.1]. Single marital status was associated with higher, albeit non-statistically significant, in-hospital mortality than married patients (RR, 2.1; 95% CI: 0.9, 4.6). Higher Charlson comorbidity index was associated with increased risk of in-hospital mortality ( P for trend <0.001). Risk of in-hospital mortality decreased with more hospital-year knee replacement surgeries ( P for trend <0.001). In-hospital mortality varied by geographic regions, with the lowest mortality in East region (0.16‰), followed by South-West (0.31‰), South-Central (0.31‰), North region (0.33‰), North-West (0.54‰) and North-East (0.59‰). Conclusion:In-hospital mortality after KR in China was relatively low. Older age, male gender, higher Charlson comorbidity index and lower hospital-year knee replacement surgeries were risk factors for in-hospital mortality. The mortality varied greatly according to the geographic location of hospital.
9.Clinical characteristics of subjective cognitive decline in patients with Parkinson′s disease and its relationship with affective symptoms: a preliminary study
Dongdong WU ; Wei DU ; Yunfei LONG ; Jing HE ; Huijing LIU ; Kai LI ; Xinxin MA ; Ying JIN ; Haibo CHEN
Chinese Journal of Neurology 2022;55(3):191-195
Objective:To investigate the characteristics and clinical related factors of Parkinson′s disease (PD) patients with subjective cognitive decline (SCD).Methods:Ninety-nine PD patients with normal cognitive function enrolled in Beijing Hospital from January to December 2018 were collected for the study. Patients with PD were divided into groups with ( n=57) and without ( n=42) SCD using the first question in Part 1 of the Unified Parkinson′s Disease Rating Scale (UPDRS). All patients were assessed by Montreal Cognitive Assessment (MoCA), modified Hoehn-Yahr grading, UPDRS, Hamilton Rating Scale for Depression (HAMD), Hamilton Rating Scale for Anxiety (HAMA), Parkinson′s Disease Sleep Scale, Ability of Daily Living Scale and 39-item Parkinson′s Disease Questionnaire (PDQ-39). Levodopa equivalent dose conversion was performed for patients taking anti-PD drugs. Patients′ self-reported years of formal education were collected. Results:The proportion of PD with SCD in this group was 57.58% (57/99). There were statistically significant differences in MoCA [28.00 (27.00, 29.00) vs 28.00 (27.00, 29.00) ,Z=-2.28, P=0.023], HAMD [6.00 (5.00, 8.50) vs 5.00 (2.00, 8.00), Z=-2.23, P=0.026], HAMA [7.00 (6.00, 11.00) vs 6.00 (3.00, 8.25) , Z=-2.70, P=0.007], PDQ-39-emotional health [2.00 (0, 5.00) vs 1.00 (0, 3.00), Z=-2.03, P=0.042] and PDQ-39-cognitive scores [4.00 (2.00, 5.00) vs 2.00 (0, 4.00), Z=-3.42, P=0.001] between PD with and without SCD groups. SCD was correlated with MoCA ( r=-0.23, P=0.022), HAMD ( r=0.23, P=0.025) and HAMA ( r=0.27, P=0.006) scores to varying degrees. When controlling for HAMD and HAMA scores, the correlation between SCD and MoCA scores ( r′=-0.18, P=0.084) was no longer existed. Conclusions:SCD is common in PD patients with normal cognitive function and is associated with poorer cognitive performance and more severe symptoms of depression and anxiety. In this group of patients, the relationship between SCD and affective symptoms may be greater than that of objective overall cognitive function, which is worthy of further studies.
10.Uncoupling protein 2 expression and its significance in HT22 cell model with intracerebral hemorrhage
Peng CHENG ; Datong WANG ; Zhongwen ZHANG ; Haibo LU ; Long YANG ; Jun LU ; Deqin GENG ; Yanbo CHENG
Chinese Journal of Neuromedicine 2021;20(11):1101-1107
Objective:To investigate the uncoupling protein 2 (UCP2) expression and its relations with apoptosis, oxidative stress and mitochondrial division/fusion in HT22 cell model with intracerebral hemorrhage.Methods:HT22 cells cultured in vitro were divided into control group, and groups of 3, 6, 12 and 24 h after modeling; cells in the later 4 groups were given 10 μmol/L hemin for 3, 6, 12 and 24 h, respectively, and cells in the control group were given the same equivalent solvent for 24 h. The apoptosis of HT22 cells in these 5 groups was detected by Annexin V-FITC/propidium iodide Apoptosis Detection Kit. The reactive oxygen species (ROS) expressions in these 5 groups were detected by fluorescence probe method. Western blotting was used to detect the protein expressions of UCP2, apoptosis-related protein cleaved caspase 3, anti-apoptosis protein B cell lymphoma/leukemia2 (bcl2), and mitochondrial division/fusion proteins (Fis1, Drp1, Opa1, and Mfn2). Results:As compared with the control group, groups of 3, 6, 12 and 24 h after modeling had significantly increased apoptosis rate, ROS level, and UCP2, cleaved caspase 3, Fis1 and Drp1 expressions, and statistically decreased bcl2, Opa1, and Mfn2 expressions. Groups of 3, 6, 12 and 24 h after modeling had successively increased apoptosis rate, successively increased ROS levels, and successively increased UCP2, cleaved caspase 3, Fis1 and Drp1 expressions, and successively decreased bcl2, Opa1, and Mfn2 expressions, with significant differences ( P<0.05). Conclusion:UCP2 expresses in HT22 cell model with intracerebral hemorrhage in time-dependent manner, and it has close relations with apoptosis, oxidative stress, and dynamic balance of mitochondrial division/fusion of HT22 cells.


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