1.Rapid Qualitative Analysis Methods and Their Application in Implementation Science
Xuehan WEI ; Xiaoying CHEN ; Runze WANG ; Yingqian ZHANG ; Xuehan LIU ; Jin SUN ; Guoyan YANG ; Wei XIAO ; Chunli LU
Medical Journal of Peking Union Medical College Hospital 2026;17(2):546-556
Implementation science (IS) aims to systematically analyze and address the real-world gaps from evidence to practice and the influencing factors of the context. It is necessary to carry out qualitative research to gather relevant implementation outcomes. Nevertheless, traditional qualitative analysis has issues such as consuming a great deal of time and energy, and it is unable to promptly provide the crucial data required for implementation science research. The Rapid Qualitative Analysis (RQA) method, through semi-structured interviews and the adoption of techniques such as immediate data condensation and matrix analysis, can effectively shorten the cycle of qualitative data collection and data processing. RQA can promptly identify social determinants of health such as structural barriers, facilitators, and the behavioral characteristics of target groups. It provides a real-time basis for public health decision-making, the interpretation of complex social phenomena, and the process and effectiveness evaluation of research projects. Although RQA is difficult to conduct in-depth theoretical analysis based on grounded theory, its efficiency and flexibility make it the preferred tool for large-scale and time-sensitive research. Thus, it has been widely applied in implementation science research. This paper sorts out the core concepts and commonly used technical methods of RQA, as well as the differences between RQA and traditional qualitative analysis. It also explores the applications of RQA in intervention optimization, process evaluation, and implementation outcome evaluation. By integrating specific cases, this paper clarifies its application value in the field of implementation science. In the future, it is advisable to explore the integration of RQA with technologies such as artificial intelligence and big data, in order to bridge the gap between the transformation of scientific research achievements into practice. Under circumstances of limited resources or tight time constraints, RQA can be used to efficiently conduct implementation science research, providing convenient and scientific methodological and technical support for accelerating evidence-based practice.
2.Conflicts Between the Application of Artificial Intelligence and the Inheritance of Traditional Chinese Medicine Academic Thought and the Corresponding Strategies
Jinxiao LIANG ; Rui LI ; Ruixia ZHAO ; Hongyan CUI ; Xing YANG ; Xuehan WANG ; Rui REN ; Zhongqi JIANG ; Mingyi SHAO
Journal of Traditional Chinese Medicine 2026;67(19):2037-2041
Under the current upsurge of cross-disciplinary research between artificial intelligence (AI) and traditional Chinese medicine (TCM), the inheritance of academic thought in TCM is confronted with the deep-seated predicament of cognitive paradigm dislocation. The existing AI model is based on the classical reasoning mode of formal logic and statistical probability, which is difficult to adapt to the nonlinear and holistic cognitive logic of TCM with image-based thinking and syndrome-differentiated treatment as the core, resulting in systematic misreading and loss of the core essence in digital inheritance. Based on this, this paper proposes to construct a new cognitive model oriented towards the context of TCM. Its essence is not to have AI imitate the thinking of TCM, but to establish an auxiliary understanding framework based on semantic mapping and relational reasoning. It is advocated that the role of AI should be reconstructed from a knowledge substitute to a clinical interactor, and its application boundary in the inheritance of TCM wisdom should be clarified. By establishing the theoretical framework and practical path of human-computer collaboration, this paper aims to provide a scientific basis for realizing the deep integration of AI technology and the academic thought in TCM.
3.Conflicts Between the Application of Artificial Intelligence and the Inheritance of Traditional Chinese Medicine Academic Thought and the Corresponding Strategies
Jinxiao LIANG ; Rui LI ; Ruixia ZHAO ; Hongyan CUI ; Xing YANG ; Xuehan WANG ; Rui REN ; Zhongqi JIANG ; Mingyi SHAO
Journal of Traditional Chinese Medicine 2026;67(19):2037-2041
Under the current upsurge of cross-disciplinary research between artificial intelligence (AI) and traditional Chinese medicine (TCM), the inheritance of academic thought in TCM is confronted with the deep-seated predicament of cognitive paradigm dislocation. The existing AI model is based on the classical reasoning mode of formal logic and statistical probability, which is difficult to adapt to the nonlinear and holistic cognitive logic of TCM with image-based thinking and syndrome-differentiated treatment as the core, resulting in systematic misreading and loss of the core essence in digital inheritance. Based on this, this paper proposes to construct a new cognitive model oriented towards the context of TCM. Its essence is not to have AI imitate the thinking of TCM, but to establish an auxiliary understanding framework based on semantic mapping and relational reasoning. It is advocated that the role of AI should be reconstructed from a knowledge substitute to a clinical interactor, and its application boundary in the inheritance of TCM wisdom should be clarified. By establishing the theoretical framework and practical path of human-computer collaboration, this paper aims to provide a scientific basis for realizing the deep integration of AI technology and the academic thought in TCM.
4.Development and Preliminary Evaluation of a Transition-to-Residency Curriculum for Surgical Residents
Tong NIU ; Jingcheng ZHANG ; Xuehan GAO ; Runzhu LIU ; Xiaoning SUN ; Yang SONG ; Lu PING ; Jie YI ; Chao GUO ; Xisheng WENG
Medical Journal of Peking Union Medical College Hospital 2026;17(5):1256-1264
This study aimed to systematically construct a transitional curriculum for newly recruited surgical residents and to evaluate its preliminary application outcomes through pre and postimplementation assessments, so as to provide practical references for the design and dissemination of such curricula. A singlecenter historical controlled design was adopted. Residents admitted in 2020 served as the traditional teaching group (preimplementation), while those admitted in 2024 served as the teaching reform group (postimplementation). Both groups completed selfadministered surveys three months after admission. Following Kern's sixstep approach, the transitional curriculum for surgical residents was developed based on needs assessment results, comprising 18 theoretical lectures and 3 practical skill training sessions, all delivered within the first three months after admission. Selfadministered questionnaires were used to assess clinical readiness and teaching satisfaction in both groups at three months postadmission. Betweengroup comparisons were performed using independent samples ttests, with Cohen's d effect sizes calculated, along with sensitivity analyses and power analyses. The teaching reform group ( The transitional curriculum developed in this study provides a systematized framework of theoretical instruction and foundational skills training for newly admitted surgical residents, and its feasibility has been preliminarily validated. Its effectiveness, however, warrants further confirmation through largersample, prospective studies with objective outcome measures.
5.A proximity-induced chimera platform for targeted protein arginine methylation.
Yanlin JIAN ; Tianyang ZHOU ; Chendong GUO ; Yibo GAO ; Chen YAO ; Zixi WANG ; Xuehan JIANG ; Ke WANG ; Jian MA ; Yang GAO ; Yizeng FAN ; Jing LIU ; Bohan MA ; Lei LI
Acta Pharmaceutica Sinica B 2025;15(5):2625-2639
Arginine methylation is a critical post-translational modification that plays multifaceted biological functions. However, the manipulation of protein arginine methylation largely depends on genetic or pharmaceutic inhibition of the regulatory enzymes, protein arginine methyltransferases (PRMTs), or non-methylation substitution of corresponding arginine residue to lysine or alanine of protein of interest (POI), which inevitably affects other substrates, or disrupts the structure of POI. Thus, it urges an approach to specifically modulate the arginine methylation of a POI under physiological conditions. To this end, we report the discovery of a methylation tagging system (MeTAG), that enables targeted modification of protein arginine methylation. Through bridging the methyltransferase PRMT5 proximity to a POI, MeTAG facilitates the arginine methylation of POIs, including known arginine methylated proteins, androgen receptor (AR) and protein kinase B (AKT), as well as a neo-substrate E1A binding protein (p300), in a reversible and PRMT5-dependent manner. Moreover, MeTAG can regulate downstream signaling in a methylation dependent manner, leading to downregulation of PSMA mRNA level and activation of AKT. Therefore, MeTAG represents a feasible approach to modulate protein methylation and thereby perturbs protein function in biological and therapeutic contexts.
6.Stem Cell-Based Hair Cell Regeneration and Therapy in the Inner Ear.
Jieyu QI ; Wenjuan HUANG ; Yicheng LU ; Xuehan YANG ; Yinyi ZHOU ; Tian CHEN ; Xiaohan WANG ; Yafeng YU ; Jia-Qiang SUN ; Renjie CHAI
Neuroscience Bulletin 2024;40(1):113-126
Hearing loss has become increasingly prevalent and causes considerable disability, thus gravely burdening the global economy. Irreversible loss of hair cells is a main cause of sensorineural hearing loss, and currently, the only relatively effective clinical treatments are limited to digital hearing equipment like cochlear implants and hearing aids, but these are of limited benefit in patients. It is therefore urgent to understand the mechanisms of damage repair in order to develop new neuroprotective strategies. At present, how to promote the regeneration of functional hair cells is a key scientific question in the field of hearing research. Multiple signaling pathways and transcriptional factors trigger the activation of hair cell progenitors and ensure the maturation of newborn hair cells, and in this article, we first review the principal mechanisms underlying hair cell reproduction. We then further discuss therapeutic strategies involving the co-regulation of multiple signaling pathways in order to induce effective functional hair cell regeneration after degeneration, and we summarize current achievements in hair cell regeneration. Lastly, we discuss potential future approaches, such as small molecule drugs and gene therapy, which might be applied for regenerating functional hair cells in the clinic.
Infant, Newborn
;
Humans
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Hair Cells, Auditory, Inner/physiology*
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Ear, Inner/physiology*
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Hair Cells, Auditory/physiology*
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Regeneration/genetics*
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Stem Cells
7.Development of novel therapies targeting at dysregulated signaling pathways in pulmonary arterial hypertension
Yidan GAO ; Xuehan JIANG ; Hong ZHANG ; Peiran YANG
Basic & Clinical Medicine 2024;44(8):1088-1093
Pulmonary arterial hypertension(PAH)is a complex pulmonary vascular disease characterized by pro-gressive elevation of mean pulmonary artery pressure resulted from the pathological feature of pulmonary vascular re-modeling.Without medical intervention,PAH can eventually lead to right heart failure and death of patients.Up to the present,there are few treatment options for PAH are still mainly function through pulmonary vasodilation.Although these treatments can alleviate symptoms,the prognosis remains poor.In recent years,breakthroughs have been made in understanding the pathogenesis of PAH,thus support the development of new treatment strategies tar-geting at dysregulation of signaling pathways in PAH.This review focuses on five critical pathways and the relevant drugs those entered phase Ⅱ clinical trials and discusses their therapeutic potential,so to provide a basis for future research on targeting therapies for PAH patients.
8.Safety and clinical outcomes of thoracoscopic segmentectomy in bilateral lung cancer: A single-center retrospective study
Xuehan GAO ; Chao GUO ; Libing YANG ; Jiaqi ZHANG ; Lei LIU ; Mengxin ZHOU ; Ke ZHAO ; Hongsheng LIU ; Shanqing LI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2023;30(01):39-46
Objective To assess the safety and clinical outcomes of segmentectomy in one- or two-staged video-assisted thoracoscopic surgery (VATS) for bilateral lung cancer. Methods We retrospectively enrolled 100 patients who underwent VATS segmentectomy for bilateral lung cancer at the Department of Thoracic Surgery of Peking Union Medical College Hospital from December 2013 to May 2022. We divided the patients into two groups: a one-stage group (52 patients), including 17 males and 35 females with a mean age of 55.17±11.09 years, and a two-stage group (48 patients), including 16 males and 32 females with a mean age of 59.88±11.48 years. We analyzed multiple intraoperative variables and postoperative outcomes. Results All 100 patients successfully completed bilateral VATS, and at least unilateral lung received anatomical segmentectomy. Patients in the one-stage group were younger (P=0.040), had lower rate of comorbidities (P=0.030), were less likely to have a family history of lung cancer (P=0.018), and had a shorter interval between diagnosis and surgery (P=0.000) compared with patients in the two-stage group. Wedge resection on the opposite side was more common in the one-stage group (P=0.000), while lobectomy was more common in the two-stage group. The time to emerge from anesthesia in the one-stage group was longer than that in the first and second operations of the two-stage group (P=0.000, P=0.002). Duration of surgery and anesthesia were similar between two groups (P>0.05). Total number of lymph node stations for sampling and dissection (P=0.041) and lymph nodes involved (P=0.026) were less in the one-stage group. Intraoperative airway management was similar between two groups (P>0.05). The one-stage group was associated with lower activities of daily living (ADL) scores. Conclusion Segmentectomy is safe in one- or two-staged VATS for bilateral lung cancer, including contralateral sublobectomy and lobectomy. Duration of surgery and perioperative complications are similar between two groups, but the one-stage group is associated with lower ADL scores. On the basis of comprehensive consideration in psychological factors, physical conditions and personal wishes of patients, one-staged sequential bilateral VATS can be the first choice.
9.Clinical characteristics of chronic Q fever: an analysis of 12 cases
Xuehan ZHANG ; Huiting LIU ; Yu WANG ; Hongwei FAN ; Zhenjie WANG ; Yang JIAO
Chinese Journal of General Practitioners 2023;22(10):1062-1067
Objective:To analyze the clinical characteristics of chronic Q fever.Methods:The epidemiological characteristics, clinical manifestations, laboratory results, diagnosis, treatment and prognosis of 12 patients with chronic Q fever admitted in Peking Union Medical College Hospital from January 2008 to December 2022 were analyzed retrospectively.Results:Of the12 cases, there were 11 males and 1 female with a median age at diagnosis of 58 years (47-68). The median time interval between the onset of symptoms and diagnosis was 9.5 months (4.0-28.5). Ten patients had fever, and the common symptoms included weakness ( n=6), weight loss ( n=5) and shortness of breath ( n=3). Seven patients presented with hepatomegaly and splenomegaly. Among the 12 patients, 1 patient suffered from cardiac valve and artery involvement at the same time, 8 patients suffered from infective endocarditis, and 1 patient suffered from aneurysm. No definite infection site was found in 2 patients. Seven of the 12 patients (58.3%) had elevated serum creatinine. Rheumatoid factors were detected in 8 patients, all of which were elevated. Nine patients were treated with doxycycline/minocycline plus hydroxylchloroquine and 3 patients were treated with doxycycline/minocycline. Patients were followed up for 3 months to 14 years, 7 patients stopped antibiotics after 12 to 30 months and were in stable condition. One patient died of heart failure 6 months after diagnosis and 1 patient lost follow-up. Three patients diagnosed in 2022 were still under treatment and in stable condition. Conclusions:The clinical manifestations of chronic Q fever lack of specificity and may involve multiple systems. Endocarditis and mycotic aneurysm are common complications. For long-term fever with new heart valve function damage or mycotic aneurysm patients, chronic Q fever should therefore be considered.
10.Clinicopathological features of clear cell hidradenoma in 23 cases
Lingling WU ; Yan XIA ; Yang FENG ; Xuehan WANG ; Jingwen GUAN ; Xuan WU ; Xiaoshuang WANG
Chinese Journal of Primary Medicine and Pharmacy 2022;29(7):1054-1058
Objective:To investigate the clinicopathological features, immunophenotype and differential diagnosis of clear cell hidradenoma, and to analyze the origin of clear cell hidradenoma and the underlying mechanism.Methods:The clinical data of 23 cases of clear cell hidradenoma who underwent surgical resection in Suzhou Municipal Hospital between December 2017 and July 2021 were retrospectively analyzed. Clinical manifestation, imaging features, pathological features and prognosis of the 23 cases of clear cell hidradenoma were analyzed. Expression levels of epithelial membrane antigen, cytokeratin 20, cytokeratin 7, cytokeratin 14, carcinoembryonic antigen, and gross cystic disease fluid protein 15 were detected by immunohistochemical staining technique using the EnVision system. Periodic acid-Schiff (PAS) staining was performed to visualize glycogen.Results:Among the 23 cases, 8 were male and 14 were female, aged 14-94 years, with a median age of 55 years. The first symptom of clear cell hidradenoma was epidermal bulgels in 18 cases.Contrast ultrasonography showed a subcutaneous cystic solid echo mass with abundant blood flow in the solid part. The tumor histologically consisted of two types of cells: secretory epithelial cells or glandular epithelial cells and clear cells. Twenty cases had tumors with the features of benign clear cell hidradenoma. Two cases had atypical clear cell hidradenoma with atypia and mitosis. One case had malignant clear cell hidradenoma. Tumor cells were positive for epithelial membrane antigen, cytokeratin 7, cytokeratin 14, carcinoembryonic antigen, and gross cystic disease fluid protein 15 and they were Periodic acid-Schiff-positive. Twenty-three patients were followed up for 2-36 months, of which 4 were lost to follow-up and the rest had no recurrence of clear cell hidradenoma.Conclusion:Clear cell hidradenoma is rare and has a good prognosis. Malignant clear cell hidradenoma is rarer and has a poor prognosis. Diagnosis of clear cell hidradenoma is mainly based on comprehensive analysis of pathological features and immunophenotypes. Clear cell hidradenoma should be differentiated from metastatic clear cell carcinoma, spiral adenoma, cortical adenoma, and malignant melanoma.

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