1.Exploration of basket trial design with Bayesian method and its application value in traditional Chinese medicine.
Si-Cun WANG ; Mu-Zhi LI ; Hai-Xia DANG ; Hao GU ; Jun LIU ; Zhong WANG ; Ya-Nan YU
China Journal of Chinese Materia Medica 2025;50(3):846-852
Basket trial, as an innovative clinical trial design concept, marks the transformation of medical research from the traditional large-scale and single-disease treatment to the precise and individualized treatment. By gradually incorporating the Bayesian method during development, the trial design becomes more scientific and reasonable and increases its efficiency. The fundamental principle of the Bayesian method is the utilization of prior knowledge in conjunction with new observational data to dynamically update the posterior probability. This flexibility enhances the basket trial's capacity to effectively adapt to variations during the research process. Consequently, it enables researchers to dynamically adjust research strategies based on accumulated data and improve the predictive accuracy regarding treatment responses. In addition, the design concept of the basket trial aligns with the traditional Chinese medicine(TCM) principle of "homotherapy for heteropathy". The principle of "homotherapy for heteropathy" emphasizes that under certain conditions, different diseases may have the same treatment. Similarly, basket trials allow using a uniform trial design across multiple diseases, offering enhanced operational and significant practical value in the realm of TCM, particularly within the context of syndrome-based disease research. By introducing basket trials, the design of TCM clinical studies will be more scientific and yield higher-quality evidence. This study systematically categorized various Bayesian methods and models utilized in basket trials, evaluated their strengths and weaknesses, and identified their appropriate application contexts, so as to offer a practical guide for designing basket trials in the realm of TCM.
Bayes Theorem
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Humans
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Medicine, Chinese Traditional/methods*
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Research Design
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Clinical Trials as Topic/methods*
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Drugs, Chinese Herbal/therapeutic use*
2.A comparative study of different methods for treatment switching analysis in clinical trials.
Zhiyue LIANG ; Lishan XU ; Keke LI ; Milai YU ; Shengli AN
Journal of Southern Medical University 2025;45(5):1093-1102
OBJECTIVES:
To compare the commonly used methods for analyzing treatment switching in clinical trials to facilitate selection of optimal methods in different scenarios.
METHODS:
Based on the data characteristics of patient conversion in oncology clinical trials, we simulated the survival time of patients across different scenarios and compared the bias, mean square error and coverages of the treatment effects derived from different methods.
RESULTS:
The sample size had an almost negligible impact on the outcomes of the various methods. Compared to conventional methods, more complex methods (RPSFTM, IPCW, TSE, and IPE) resulted in lower errors across different scenarios. The IPCW method could cause a significant increase in errors in cases where the probability of conversion was high. The TSE method had the lowest error and mean squared error when the risk was low and the probability of conversion was high. The IPE method had an obvious advantage in the scenario with a low probability of conversion, but it may slightly underestimate the treatment effect when the inflation factor was small.
CONCLUSIONS
The choice of a specific method for analyzing cohort transition should be made based on considerations of both the probability of conversion and inflation factor in different scenarios.
Humans
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Clinical Trials as Topic/methods*
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Neoplasms/therapy*
3.An adaptive Bayesian randomized controlled trial of traditional Chinese medicine in progressive pulmonary fibrosis: Rationale and study design.
Cheng ZHANG ; Yi-Sen NIE ; Chuan-Tao ZHANG ; Hong-Jing YANG ; Hao-Ran ZHANG ; Wei XIAO ; Guang-Fu CUI ; Jia LI ; Shuang-Jing LI ; Qing-Song HUANG ; Shi-Yan YAN
Journal of Integrative Medicine 2025;23(2):138-144
Progressive pulmonary fibrosis (PPF) is a progressive and lethal condition with few effective treatment options. Improvements in quality of life for patients with PPF remain limited even while receiving treatment with approved antifibrotic drugs. Traditional Chinese medicine (TCM) has the potential to improve cough, dyspnea and fatigue symptoms of patients with PPF. TCM treatments are typically diverse and individualized, requiring urgent development of efficient and precise design strategies to identify effective treatment options. We designed an innovative Bayesian adaptive two-stage trial, hoping to provide new ideas for the rapid evaluation of the effectiveness of TCM in PPF. An open-label, two-stage, adaptive Bayesian randomized controlled trial will be conducted in China. Based on Bayesian methods, the trial will employ response-adaptive randomization to allocate patients to study groups based on data collected over the course of the trial. The adaptive Bayesian trial design will employ a Bayesian hierarchical model with "stopping" and "continuation" criteria once a predetermined posterior probability of superiority or futility and a decision threshold are reached. The trial can be implemented more efficiently by sharing the master protocol and organizational management mechanisms of the sub-trial we have implemented. The primary patient-reported outcome is a change in the Leicester Cough Questionnaire score, reflecting an improvement in cough-specific quality of life. The adaptive Bayesian trial design may be a promising method to facilitate the rapid clinical evaluation of TCM effectiveness for PPF, and will provide an example for how to evaluate TCM effectiveness in rare and refractory diseases. However, due to the complexity of the trial implementation, sufficient simulation analysis by professional statistical analysts is required to construct a Bayesian response-adaptive randomization procedure for timely response. Moreover, detailed standard operating procedures need to be developed to ensure the feasibility of the trial implementation. Please cite this article as: Zhang C, Nie YS, Zhang CT, Yang HJ, Zhang HR, Xiao W, Cui GF, Li J, Li SJ, Huang QS, Yan SY. An adaptive Bayesian randomized controlled trial of traditional Chinese medicine in progressive pulmonary fibrosis: Rationale and study design. J Integr Med. 2025; 23(2): 138-145.
Female
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Humans
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Male
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Bayes Theorem
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Disease Progression
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Drugs, Chinese Herbal/therapeutic use*
;
Medicine, Chinese Traditional/methods*
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Pulmonary Fibrosis/therapy*
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Quality of Life
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Randomized Controlled Trials as Topic
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Research Design
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Adaptive Clinical Trials as Topic
4.Blinding assessment in clinical trials of traditional Chinese medicine: Exploratory principles and protocol.
Xiao-Cong WANG ; Xiao-Yu LIU ; Kang-le SHI ; Qing-Gang MENG ; Yue-Fan YU ; Shi-Yao WANG ; Juan WANG ; Chang QU ; Cong LEI ; Xin-Ping YU
Journal of Integrative Medicine 2023;21(6):528-536
As one of the key components of clinical trials, blinding, if successfully implemented, can help to mitigate the risks of implementation bias and measurement bias, consequently improving the validity and reliability of the trial results. However, successful blinding in clinical trials of traditional Chinese medicine (TCM) is hard to achieve, and the evaluation of blinding success through blinding assessment lacks established guidelines. Taking into account the challenges associated with blinding in the TCM field, here we present a framework for assessing blinding. Further, this study proposes a blinding assessment protocol for TCM clinical trials, building upon the framework and the existing methods. An assessment report checklist and an approach for evaluating the assessment results are presented based on the proposed protocol. It is anticipated that these improvements to blinding assessment will generate greater awareness among researchers, facilitate the standardization of blinding, and augment the blinding effectiveness. The use of this blinding assessment may further advance the quality and precision of TCM clinical trials and improve the accuracy of the trial results. The blinding assessment protocol will undergo continued optimization and refinement, drawing upon expert consensus and experience derived from clinical trials. Please cite this article as: Wang XC, Liu XY, Shi KL, Meng QG, Yu YF, Wang SY, Wang J, Qu C, Lei C, Yu XP. Blinding assessment in clinical trials of traditional Chinese medicine: Exploratory principles and protocol. J Integr Med. 2023; 21(6): 528-536.
Drugs, Chinese Herbal/therapeutic use*
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Medicine, Chinese Traditional/methods*
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Outcome Assessment, Health Care
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Reference Standards
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Reproducibility of Results
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Research Design
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Clinical Trials as Topic
5.A decade's review for membrane anatomy: the setting,events in it, order formed by primary fascia and serous membrane.
Chinese Journal of Gastrointestinal Surgery 2023;26(7):619-624
The successful report of total mesorectal excision (TME)/complete mesocolic excision (CME) has encouraged people to apply this concept beyond colorectal surgery. However, the negative results of the JCOG1001 trial denied the effect of complete resection of the "mesogastrium" including the greater omentum on the oncological survival of gastric cancer patients. People even believe that the mesentery is unique in the intestine, because they have a vague understanding of the structure of the mesentery. The discovery of proximal segment of the dorsal mesogastrium (PSDM) proved that the greater omentum is not the mesogastrium, and further revised the structure (definition) of the mesentery and revealed its container characteristics, i.e. the mesentery is an envelope-like structure, which is formed by the primary fascia (and serosa) that enclose the tissue/organ/system and its feeding structures, leading to and suspended on the posterior wall of the body. Breakdown of this structure leads to the simultaneous reduction of surgical and oncological effects of surgery. People quickly realized the universality of this structure and causality which cannot be matched by the existing theories of organ anatomy and vascular anatomy, so a new theory and surgical map- membrane anatomy began to form, which led to radical surgery upgraded from histological en bloc resection to anatomic en bloc resection.
Humans
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Fascia/anatomy & histology*
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Laparoscopy
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Lymph Node Excision/methods*
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Mesentery/surgery*
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Mesocolon/surgery*
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Omentum
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Serous Membrane
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Clinical Trials as Topic
6.Appraisal of treatment outcomes in integrative medicine using metabonomics: Taking non-alcoholic fatty liver disease with spleen deficiency syndrome as an example.
Liang DAI ; Jing-Juan XU ; Wen-Jun ZHOU ; Ai-Ping LÜ ; Guang JI
Journal of Integrative Medicine 2022;20(6):524-533
OBJECTIVE:
Appraisal of treatment outcomes in integrative medicine is a challenge due to a gap between the concepts of Western medicine (WM) disease and traditional Chinese medicine (TCM) syndrome. This study presents an approach for the appraisal of integrative medicine that is based on targeted metabolomics. We use non-alcoholic fatty liver disease with spleen deficiency syndrome as a test case.
METHODS:
A patient-reported outcome (PRO) scale was developed based on literature review, Delphi consensus survey, and reliability and validity test, to quantitatively evaluate spleen deficiency syndrome. Then, a metabonomic foundation for the treatment of non-alcoholic fatty liver disease with spleen deficiency syndrome was identified via a longitudinal interventional trial and targeted metabolomics. Finally, an integrated appraisal model was established by identifying metabolites that responded in the treatment of WM disease and TCM syndrome as positive outcomes and using other aspects of the metabonomic foundation as independent variables.
RESULTS:
Ten symptoms and signs were included in the spleen deficiency PRO scale. The internal reliability, content validity, discriminative validity and structural validity of the scale were all qualified. Based on treatment responses to treatments for WM disease (homeostasis model assessment of insulin resistance) or TCM syndrome (spleen deficiency PRO scale score) from a previous randomized controlled trial, two cohorts comprised of 30 participants each were established for targeted metabolomics detection. Twenty-five metabolites were found to be involved in successful treatment outcomes to both WM and TCM, following quantitative comparison and multivariate analysis. Finally, the model of the integrated appraisal system was exploratively established using binary logistic regression; it included 9 core metabolites and had the prediction probability of 83.3%.
CONCLUSION
This study presented a new and comprehensive research route for integrative appraisal of treatment outcomes for WM disease and TCM syndrome. Critical research techniques used in this research included the development of a TCM syndrome assessment tool, a longitudinal interventional trial with verified TCM treatment, identification of homogeneous metabolites, and statistical modeling.
Humans
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Drugs, Chinese Herbal
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Integrative Medicine
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Medicine, Chinese Traditional/methods*
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Non-alcoholic Fatty Liver Disease/therapy*
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Reproducibility of Results
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Spleen
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Syndrome
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Treatment Outcome
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Clinical Trials as Topic
7.Clinical Progress in the Immunotherapy of Small Cell Lung Cancer.
Weiwei WANG ; Jiaqi ZHANG ; Shanqing LI
Chinese Journal of Lung Cancer 2022;25(6):425-433
Small cell lung cancer is a kind of malignant tumor with strong invasiveness and poor prognosis, and the classic therapeutic modality of the disease remains multidisciplinary and comprehensive treatment. Treatment options for small cell lung cancer have been stalled for a long time, and new opportunities have emerged in recent years due to the development and initial experience of immunotherapeutic drugs. Clinical trials of some selected immune checkpoint inhibitors have confirmed the efficacy and safety in small cell lung cancer. Based on the results of phase III clinical trials (Impower133 and CASPIAN), Atezolizumab or Durvalumab in combination with chemotherapy has been approved by the U.S. Food and Drug Administration for the first-line treatment of extensive-stage small cell lung cancer. Clinical trials involving immune checkpoint inhibitors are being actively carried out and provide different perspectives for the management of small cell lung cancer. This article aimed to review the clinical progress in immunotherapy of small cell lung cancer.
.
Clinical Trials, Phase III as Topic
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Humans
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Immune Checkpoint Inhibitors
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Immunologic Factors/therapeutic use*
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Immunotherapy/methods*
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Lung Neoplasms/pathology*
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Small Cell Lung Carcinoma/pathology*
8.Mesenchymal stem cell therapy for acute respiratory distress syndrome: from basic to clinics.
Protein & Cell 2020;11(10):707-722
The 2019 novel coronavirus disease (COVID-19), caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has occurred in China and around the world. SARS-CoV-2-infected patients with severe pneumonia rapidly develop acute respiratory distress syndrome (ARDS) and die of multiple organ failure. Despite advances in supportive care approaches, ARDS is still associated with high mortality and morbidity. Mesenchymal stem cell (MSC)-based therapy may be an potential alternative strategy for treating ARDS by targeting the various pathophysiological events of ARDS. By releasing a variety of paracrine factors and extracellular vesicles, MSC can exert anti-inflammatory, anti-apoptotic, anti-microbial, and pro-angiogenic effects, promote bacterial and alveolar fluid clearance, disrupt the pulmonary endothelial and epithelial cell damage, eventually avoiding the lung and distal organ injuries to rescue patients with ARDS. An increasing number of experimental animal studies and early clinical studies verify the safety and efficacy of MSC therapy in ARDS. Since low cell engraftment and survival in lung limit MSC therapeutic potentials, several strategies have been developed to enhance their engraftment in the lung and their intrinsic, therapeutic properties. Here, we provide a comprehensive review of the mechanisms and optimization of MSC therapy in ARDS and highlighted the potentials and possible barriers of MSC therapy for COVID-19 patients with ARDS.
Adoptive Transfer
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Alveolar Epithelial Cells
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pathology
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Animals
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Apoptosis
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Betacoronavirus
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Body Fluids
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metabolism
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CD4-Positive T-Lymphocytes
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immunology
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Clinical Trials as Topic
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Coinfection
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prevention & control
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therapy
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Coronavirus Infections
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complications
;
immunology
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Disease Models, Animal
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Endothelial Cells
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pathology
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Extracorporeal Membrane Oxygenation
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Genetic Therapy
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methods
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Genetic Vectors
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administration & dosage
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therapeutic use
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Humans
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Immunity, Innate
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Inflammation Mediators
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metabolism
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Lung
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pathology
;
physiopathology
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Mesenchymal Stem Cell Transplantation
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methods
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Mesenchymal Stem Cells
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physiology
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Multiple Organ Failure
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etiology
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prevention & control
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Pandemics
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Pneumonia, Viral
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complications
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immunology
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Respiratory Distress Syndrome, Adult
;
immunology
;
pathology
;
therapy
;
Translational Medical Research
9.Power Analysis and Sample Size Determination for Crossover Trials with Application to Bioequivalence Assessment of Topical Ophthalmic Drugs Using Serial Sampling Pharmacokinetic Data.
Yong Pei YU ; Xiao Yan YAN ; Chen YAO ; Jie Lai XIA
Biomedical and Environmental Sciences 2019;32(8):614-623
OBJECTIVE:
To develop methods for determining a suitable sample size for bioequivalence assessment of generic topical ophthalmic drugs using crossover design with serial sampling schemes.
METHODS:
The power functions of the Fieller-type confidence interval and the asymptotic confidence interval in crossover designs with serial-sampling data are here derived. Simulation studies were conducted to evaluate the derived power functions.
RESULTS:
Simulation studies show that two power functions can provide precise power estimates when normality assumptions are satisfied and yield conservative estimates of power in cases when data are log-normally distributed. The intra-correlation showed a positive correlation with the power of the bioequivalence test. When the expected ratio of the AUCs was less than or equal to 1, the power of the Fieller-type confidence interval was larger than the asymptotic confidence interval. If the expected ratio of the AUCs was larger than 1, the asymptotic confidence interval had greater power. Sample size can be calculated through numerical iteration with the derived power functions.
CONCLUSION
The Fieller-type power function and the asymptotic power function can be used to determine sample sizes of crossover trials for bioequivalence assessment of topical ophthalmic drugs.
Administration, Topical
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Clinical Trials as Topic
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methods
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Cross-Over Studies
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Humans
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Models, Theoretical
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Ophthalmic Solutions
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pharmacokinetics
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Sample Size
;
Therapeutic Equivalency
10.Looking back 2018--focused on colorectal cancer.
Chinese Journal of Gastrointestinal Surgery 2019;22(1):9-16
Colorectal cancer is one of the most common malignant tumors, and its incidence and mortality are increasing year by year in China. In 2018, for the first time, the FIT-DNA test was written into the expert consensus as the recommended screening technology in China. As the core technology of colorectal cancer screening, colonoscopy for right colon cancer is further supported. With the application of artificial intelligence technology in colonoscopy, the efficiency and accuracy of screening will be greatly improved. New screening technologies represented by circulating tumor cell (CTC) and individualized screening programs based on molecular genetics are future directions. As the core of colorectal cancer treatment, surgery has become quite mature. Traditional laparoscopic surgery has become an optimal choice for colorectal cancer surgery. Open surgery, robotic surgery and single-incision laparoscopic surgery have not been found superior to multiport laparoscopic surgery. The focus of surgical research is to precisely select surgical methods, and to protect normal physiological function of patients. For example, in order to reduce complications and improve quality of life in patients undergoing rectal cancer surgery after neoadjuvant radiotherapy, the "Tianhe surgery" was invented by the authors' team. Chemotherapy as the basis of colorectal cancer treatment has shown good results in many aspects: The PRODIGE-7 trial has confirmed that systemic chemotherapy is more important for colorectal peritoneal metastasis after high quality cytoreductive surgery (CRS). While the addition of hyperthermic intraperitoneal chemotherapy (HIPEC) with oxaliplatin does not result in the better overall survival (OS), but increases the risk of postoperative complications. The FOWARC study has found that the FOLFOX regimen (oxaliplatin and fluorouracil) achieved a 3-year disease-free survival (DFS) rate similar to that of neoadjuvant chemoradiotherapy, challenging the clinical value of radiotherapy. Although several studies have confirmed that total neoadjuvant therapy (TNT) can improve pathological complete response (pCR) rate and DFS of patients with colorectal cancer, we do not recommend unretricted expansion of chemotherapy. How to combine the clinical characteristics and molecular biological markers to select high-risk groups for chemotherapy, and how to use personalized medicine according to the genetic characteristics of patients, are also hot spots of current research. Immunotherapy is a game-changer in all aspects of colorectal cancer. In order to adapt to the immune therapy, the efficacy evaluation standard of solid tumors (iRECIST) has been revised. Immune score could redefine tumor clinical staging system. Both the Checkmate-142 study for advanced tumors and the NCT03026140 study on neoadjuvant treatment for early tumors showed promising results. Although no significant progress has been seen in the EGFR-targeted therapy and VEGFR-targeted therapy, new targeted drugs such as Eltanexor (ETLA, kpt -8602) and cobimetinib (MEK inhibitor) have been found to be effective in clinical studies. According to the detection results of tumor-related signaling pathways in patients, cross-guidance selection of targeted drug therapy is also the direction of research. Although the IWWD research results give a big blow to the "watch and wait" strategy, with the exploration of TNT plan, more accurate imaging efficacy evaluation and the application of immunotherapy, the "watch and wait" strategy will also receive new attention. In recent years, we have seen the rapid development of artificial intelligence technology. Although it is still in the exploratory stage in the field of medicine, it will certainly reshape all aspects of colorectal cancer diagnosis and treatment in the future, leading the research direction.
China
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epidemiology
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Clinical Trials as Topic
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Colorectal Neoplasms
;
diagnosis
;
epidemiology
;
therapy
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Combined Modality Therapy
;
Early Detection of Cancer
;
methods
;
Humans

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