Wei Zhang’s research while affiliated with Hangzhou First People's Hospital and other places

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Publications (706)


Neuroimaging pattern interactions for suicide risk in depression captured by ensemble learning over transcriptome-defined parcellation
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May 2025

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Progress in Neuro-Psychopharmacology and Biological Psychiatry

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Rui Yan

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Scree plot of principal component factor analysis (n = 450).
The standardized path diagram of the confirmatory factor analysis. A1 to F8 represent the items of CPAPPS, and Factor 1 to Factor 6 are the 6 factors of CPAPPS.
Development and preliminary validation of a Chinese Physical Activity Parenting Practices Scale (3–6 years)
  • Article
  • Full-text available

April 2025

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Background This study aimed to develop a scale to assess the physical activity (PA)-related parenting practices of Chinese parents of children aged 3–6 years based on general parenting theory. Methods A pool of scale items (123 items) was constructed based on a literature review and in-depth personal interviews. The pretest scale (60 items) was developed using Delphi correspondence and a presurvey. After two rounds of item screening of the pretest scale using exploratory factor analysis (EFA) and analysis of variance, we deleted 30 items. We ultimately developed a formal version of the Chinese Physical Activity Parenting Practices Scale (CPAPPS) using the remaining 30 items. We examined the structure of the scale using factor analysis and evaluated its reliability, validity, and discriminant ability using data from 899 parents of children aged 3–6 years. Results The CPAPPS includes 30 items in 6 dimensions scored on a 5-point Likert scale. The 6 dimensions are education, autonomy promotion, modeling, demands, expectations, and rewards. Both exploratory and confirmatory factor analyses confirmed the construct validity of the scale. Furthermore, the scale had adequate internal consistency, split-half reliability, test–retest reliability, and concurrent validity. Parents younger than 30 scored significantly lower on the demand dimension than parents aged 40–50 (p < 0.05). The differences in rewards and expectations between parents of different ethnicities were statistically significant (p < 0.05). Compared with married parents, parents who were currently single had lower scores for education, rewards, modeling, and autonomy promotion (p < 0.05). There was a significant difference in scores across all dimensions between parents with different places of residence (p < 0.05). Conclusion The CPAPPS satisfies the conditions for reliability and validity in accordance with psychometric requirements. The scale can be employed to evaluate the characteristics of Chinese parents’ physical activity-related parenting practices and to design family-based PA interventions.

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Flow diagram for participants recruitment in this intervention
Impact of early multidisciplinary team interventions on dietary management behavior in breast cancer patients: a pilot randomized controlled trial

April 2025

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1 Read

BMC Cancer

Background Chemotherapy side effects can easily contribute to malnutrition and disrupt the normal diet of breast cancer patients. Offering early multidisciplinary team interventions during chemotherapy can establish a solid groundwork for dietary management and enhance the quality of life throughout the survival period. This study aims to assess the impact of early multidisciplinary team interventions on dietary management behavior, self-care self-efficacy, quality of life, and body mass index in breast cancer patients undergoing chemotherapy. Methods A prospective, two-arm, single-blind, single-center randomized controlled trial was conducted between November 2023 and July 2024 from a tertiary-level general hospital in Shaanxi, China. A total of 88 participants who were either preparing for or undergoing early or middle stage chemotherapy were enrolled for this intervention. The intervention group received diet-related early multidisciplinary team interventions, in addition to the usual dietary education. The control group only received the usual dietary education. The intervention program included 8 themes, which were covered each week. The data on dietary management behavior, self-care self-efficacy, quality of life, and body mass index were measured at baseline (T0), immediately after the intervention (T1), 1 month after (T2), and 3 months after (T3) the intervention. Results Seventy-nine participants, divided into an intervention group of 40 and a control group of 39, completed all the measures. There were statistically significant intergroup effects between the two groups and time effects on dietary management behavior, self-care self-efficacy, and quality of life. Additionally, there was an interaction effect (P < 0.05). However, there was no statistically significant intergroup effect on body mass index before and after the intervention (P > 0.05). Conclusion The early multidisciplinary team interventions are an effective method for improving dietary management behavior and confidence among breast cancer patients undergoing chemotherapy. Nurses should be attentive to the dietary issues faced by female patients during chemotherapy and should work to train and organize a multidisciplinary team to provide this intervention. This may lay a theoretical and capable foundation for managing a healthy lifestyle for future survival period. Trial registration This intervention was registered with the Chinese Clinical Trials Registry (ChiCTR2300076503, October 10, 2023).


Self-expanding metal stent as a bridge to elective surgery versus immediate emergency surgery in left-sided obstructive colorectal cancer: a retrospective comparative study

April 2025

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3 Reads

Updates in Surgery

Left-sided colorectal obstruction represents a formidable challenge in colorectal cancer management, often necessitating urgent intervention. Although self-expanding metal stents (SEMS) may act as a bridge to more controlled, elective surgery, the question remains whether this strategy confers measurable advantages over immediate emergency surgery (ES). We conducted a single-center, retrospective study comparing outcomes in patients with left-sided colorectal obstruction who underwent either SEMS placement followed by elective resection or direct ES. Between January 2018 and August 2023, 189 eligible patients were included. Perioperative variables, stoma formation, operative blood loss, and survival rates were documented. Kaplan–Meier analyses were performed to assess overall and disease-free survival in both groups. Of the 99 patients allocated to the SEMS group, 98 achieved successful stent deployment and 89 (91%) proceeded to elective surgery without stent-specific complications. Compared with the 100 patients in the ES group, the SEMS cohort exhibited significantly lower intraoperative blood loss (p < 0.001) and an increased rate of minimally invasive surgeries (p < 0.001). While all patients in the ES group underwent colostomy, only 80 in the SEMS group required ileostomy, and an additional 9 underwent primary anastomosis without a diversion. Ileostomy closure was completed more frequently (p = 0.002) and required less operative time (p < 0.001) than colostomy closure, resulting in reduced hospitalization. No significant differences in overall survival (p = 0.091) or disease-free survival (p = 0.22) were observed between the two treatment groups. In selected patients with obstructing left-sided colorectal cancers, SEMS placement as a bridge to elective surgery may reduce operative trauma, facilitate minimally invasive procedures, and lessen the burden of stoma formation, all without compromising long-term oncologic outcomes. Careful patient selection and strict procedural vigilance are fundamental to ensuring the safe adoption of this strategy.


General timeline for modern colorectal surgery. It illustrates the progression of surgical techniques for colorectal cancer treatment from the pre-1990s era of open colorectal resection, through the development of laparoscopic colorectal tumor resection in the 1990s, to the introduction of robotic-assisted colorectal surgery in the 2000s. Before the 1990s, open colorectal resection was the standard procedure, characterized by extensive surgical trauma, higher complication rates, and prolonged postoperative recovery. In the 1990s, laparoscopic colorectal tumor resection emerged, offering advantages such as reduced intraoperative trauma, diminished postoperative pain, and accelerated recovery. However, challenges included the limitations of a two-dimensional visual field, restricted instrument dexterity, and a steep learning curve for surgeons. Since the 2000s, robotic-assisted colorectal surgery has provided superior three-dimensional visualization, enhanced dexterity, and heightened precision, marking a significant advancement in the field of minimally invasive surgery.
Challenges, innovations, and multimodal roles of robotic-assisted surgery in colorectal cancer treatment. (A) Challenges in Robotic Surgery: This panel illustrates the three primary challenges associated with robotic-assisted surgery: Technical Limitations: Including the lack of haptic feedback, bulky instrumentation, and limited operating space. Cost-Effectiveness: Highlighting the high initial equipment costs, expensive surgical consumables, and high maintenance fees. Learning Curve: Emphasizing the long training times, the need for specialized training teams, and longer initial surgery times for surgeons adopting this technology. (B) Innovation Flowchart of Robotic-Assisted Surgery: This panel presents the technological advancements driving the evolution of robotic surgery: Development of New Robotic Systems: Focused on creating more compact designs and enhancing instrument flexibility. Integration of Imaging and Navigation Technologies: Including real-time 3D imaging and intraoperative navigation and positioning. Combination of Artificial Intelligence and Robotics: Introducing intraoperative decision support systems and automated surgical processes. Remote Surgery: Enabling remote control and overcoming geographical limitations for surgical interventions. (C) Comprehensive Multimodal Treatment: A Venn diagram representing the role of robotic-assisted surgery in the context of multimodal treatment strategies for colorectal cancer. The three intersecting circles represent: Surgical Treatment, Chemoradiotherapy, and Immunotherapy. The overlap between these treatment modalities highlights the integration of robotic surgery in Surgery with Immunotherapy, Combined Surgery and Chemoradiotherapy. The center of the diagram emphasizes the importance of Comprehensive Multimodal Treatment in optimizing patient outcomes for colorectal cancer treatment.
Robotic-assisted colorectal surgery in colorectal cancer management: a narrative review of clinical efficacy and multidisciplinary integration

Colorectal cancer (CRC) remains a formidable global health challenge, ranking among the most prevalent malignancies and a principal contributor to cancer-associated mortality. While traditional open surgery has historically been the cornerstone of CRC treatment, the advent of minimally invasive techniques, particularly robotic-assisted colorectal surgery (RACS), has garnered significant momentum owing to technological advancements in the field. Robotic platforms, exemplified by the da Vinci Surgical System, offer superior three-dimensional visualization, enhanced dexterity, and heightened precision, yielding improved perioperative outcomes, particularly in anatomically intricate regions such as the pelvis. This review provides a critical appraisal of the current landscape of RACS, emphasizing its superiority over conventional open and laparoscopic approaches. The increased control and precision afforded by robotic surgery have been shown to optimize outcomes in complex procedures such as total mesorectal excision, with evidence indicating reduced intraoperative blood loss, shortened hospital stays, and improved functional recovery. Nonetheless, challenges persist, including absence of haptic feedback, prohibitive costs, and steep learning curve associated with robotic systems. Despite these limitations, RACS has demonstrated considerable promise in sphincter-preserving and function-preserving procedures, ultimately enhancing postoperative quality of life. Beyond the surgical field, this review also investigates the integration of robotic surgery within multidisciplinary treatment strategies for CRC, particularly in the context of locally advanced rectal cancer. The combination of robotic techniques with total neoadjuvant therapy and immunotherapy—especially in tumors characterized by mismatch repair deficiency or high microsatellite instability has shown notable clinical efficacy. Furthermore, emerging personalized therapeutic approaches, including immunotherapies and targeted chemotherapeutic agents, emphasize the transformative potential of RACS in delivering superior oncologic outcomes. Looking towards the future, innovations in robotic platforms, including intraoperative imaging, artificial intelligence, and augmented reality, herald new possibilities for further enhancing the precision and efficacy of colorectal surgeries. The standardization of RACS protocols, alongside ongoing training and robust clinical research, will be critical to fully realizing the benefits of these advancements across diverse clinical settings. By incorporating cutting-edge technologies and personalized treatment methods, robotic-assisted surgery is prepared to become a cornerstone in future of CRC management, with the potential to significantly improve both survival outcomes and patient quality of life.


Flow diagram.
Radiomics features. (A) Proportions of the features. (B) Corresponding p−value results for the extracted features.
Comparison of ROC Curves and Delong Test results across training, validation, and test cohorts. (A–C) illustrate the ROC curves for the US, Radiomics, DL, RadiomicsDL, and combined models across training, validation, and test cohorts, respectively. (D–F) display the corresponding Delong test results as heat maps for each cohort, highlighting the statistical significance levels between the model comparisons. Color gradients represent p-values, with lower values indicating greater statistical significance.
Model visualization. (A) SHAP summary plot: This plot demonstrates that the radiomic feature wavelet_LHH_glcm_SumEntropy has the highest impact on the predictions of the RadiomicsDL model. (B,C) Grad−CAM and SHAP diagram for a case of secondary salivary gland malignancy (metastatic adenocarcinoma). The DL model incorrectly classified this case as a primary tumor (B), with the Grad−CAM heatmap highlighting the tumor region predominantly in blue, suggesting the presence of a primary tumor, while red areas indicate the secondary tumor, which contributed to the misclassification. In contrast, the SHAP analysis of the RadiomicsDL model (C) supports the correct diagnosis as a metastatic lesion. (D) SHAP waterfall plot for a correctly classified case of primary salivary gland malignancy (diffuse large B−cell lymphoma). (E) SHAP waterfall plot for a correctly classified case of secondary salivary gland malignancy (metastatic small cell lung cancer).
Ultrasound-Based Deep Learning Radiomics Models for Predicting Primary and Secondary Salivary Gland Malignancies: A Multicenter Retrospective Study

Background: Primary and secondary salivary gland malignancies differ significantly in treatment and prognosis. However, conventional ultrasonography often struggles to differentiate between these malignancies due to overlapping imaging features. We aimed to develop and evaluate noninvasive diagnostic models based on traditional ultrasound features, radiomics, and deep learning—independently or in combination—for distinguishing between primary and secondary salivary gland malignancies. Methods: This retrospective study included a total of 140 patients, comprising 68 with primary and 72 with secondary salivary gland malignancies, all pathologically confirmed, from four medical centers. Ultrasound features of salivary gland tumors were analyzed, and a radiomics model was established. Transfer learning with multiple pre-trained models was used to create deep learning (DL) models from which features were extracted and combined with radiomics features to construct a radiomics-deep learning (RadiomicsDL) model. A combined model was further developed by integrating ultrasound features. Least absolute shrinkage and selection operator (LASSO) regression and various machine learning algorithms were employed for feature selection and modeling. The optimal model was determined based on the area under the receiver operating characteristic curve (AUC), and interpretability was assessed using SHapley Additive exPlanations (SHAP). Results: The RadiomicsDL model, which combines radiomics and deep learning features using the Multi-Layer Perceptron (MLP), demonstrated the best performance on the test set with an AUC of 0.807. This surpassed the performances of the ultrasound (US), radiomics, DL, and combined models, which achieved AUCs of 0.421, 0.636, 0.763, and 0.711, respectively. SHAP analysis revealed that the radiomic feature Wavelet_LHH_glcm_SumEntropy contributed most significantly to the mode. Conclusions: The RadiomicsDL model based on ultrasound images provides an efficient and non-invasive method to differentiate between primary and secondary salivary gland malignancies.



Development and application of Patient-reported experience measures for cancer patients: a scoping review

International Journal of Nursing Studies Advances

Objective: This study examines the currently available Patient-Reported Experience Measures for cancer patients and provides a scoping overview of their definitions, evaluation frameworks, assessment tools, and current applications. The findings aim to inform and guide the development of a patient-centered care model. Methods: Using a combination of subject terms and free-text keywords, studies published by na�tional and international initiatives were reviewed across three online databases (PubMed, Web of Science, and MEDLINE) following the PRISMA guidelines. Results: A total of 2216 papers were reviewed, of which 24 were included in the scoping review. From these, 11 Patient-Reported Experience Measures were identified, each from 10 different national projects. Definitions of Patient-Reported Experience Measures were established, and the current status of Patient-Reported Experience Measures evaluation systems for cancer patients, along with their application across four domains, was analyzed. Conclusion: Currently, research on Patient-Reported Experience Measures in cancer patients re�mains in its early stages, and the effectiveness of several assessment tools has yet to be fully validated. Future studies should focus on developing high-quality, cancer-specific Patient�Reported Experience Measures assessment tools. These tools should be rigorously evaluated and tailored to the unique characteristics of cancer patients’ healthcare experiences, with the aim of supporting and enhancing patient-centered care practices.



Citations (36)


... The Bresov protocol, incorporating organic fertilizers, natural crop protection, and improved soil management, demonstrated potential for enhancing sustainability, environmental protection, and farmer profitability in organic broccoli farming [18]. Wang et al. emphasized the need for innovation in broccoli cultivation to meet increasing market demands for quality and yield [19]. The study proposed an integrated approach involving advancements in seedling technology, transplanting methods, nutrient and pest management, and the adoption of precision ...

Reference:

Enhancing Agricultural Forecasting with an Ensemble Learning Approach for Broccoli Yield Prediction
Integration of Cultivation Techniques and Innovation of Production Models for Specialty Vegetable: Broccoli

Journal of Modern Business and Economics

... While health risk behaviors can accelerate the development and progression of cancer. Cancer survivors are at a significantly higher risk than the general population for cancer recurrence, the development of secondary cancers, and various chronic diseases, including cardiovascular disease and type 2 diabetes [16,17]. Therefore, they need to maintain a high level of healthcare and a healthy lifestyle even after completing cancer treatment [18][19][20]. ...

Dietary self-management behavior and associated factors among breast cancer patients receiving chemotherapy: A latent profile analysis
  • Citing Article
  • April 2025

European Journal of Oncology Nursing

... The patient-reported Dietary Self-management Behavior Questionnaire (DSMBQ) was used to measure dietary management behavior. The DSMBQ was developed and validated by our research team in 2024 [21]. It consists of 22 items organized into 4 dimensions:'adverse reaction coping'(4 items), 'dietary information acquisition'(5 items), 'dietary habit regulation'(8 items), and'nutritional supplements and dietary replacement'(5 items). ...

Development and preliminary validation of the Dietary Self-management Behavior Questionnaire (DSMBQ) for breast cancer patients during chemotherapy: three rounds of survey

BMC Public Health

... Exosomes can exert either beneficial or detrimental effects, depending on their cellular origin, the composition of their contents, the characteristics of recipient cells, and so on [42]. Prior studies have revealed that miRNAs encapsulated within M2 macrophage-derived exosomes promote tumor invasion, migration, and EMT [43][44][45]. In contrast, other research indicated that exosomes enriched with miR-142-3p, also derived from M2 macrophages, inhibit TGF-βRI, resulting in downregulation of ECM-associated molecules and thereby exerting an antifibrotic effect in pulmonary fibrosis [46]. ...

M2 macrophage-derived exosomes promote cell proliferation, migration and EMT of non-small cell lung cancer by secreting miR-155-5p

Molecular and Cellular Biochemistry

... As an illustration, microgravity increased the vessel wall thickness and the intima-media area in the basilar artery and decreased the wall thickness of the femoral artery, which might be consequences of the modulation of the content of focal adhesions (FAs) in the vessels by microgravity [77]. In vitro, microgravity caused structural and functional changes in endothelial cells (ECs) and vascular smooth muscle cells (VSMCs) [78,79]. ...

A biosensory μvessel-gravity device for advancing vascular analysis in space medicine
  • Citing Article
  • November 2024

Biosensors and Bioelectronics

... As a potential enabler for network management in 6G systems, digital twin (DT) aims to provide a digital replica of the real-world network. This replica serves as a pre-validation and safe-exploration environment for various applications [1], including network planning [2], [3], beamforming [4]- [6], localization [7], resource allocation [8], and scheduling [9]. Accurate radio maps, in turn, form the foundational channel state information (CSI) necessary for DT modeling. ...

Generative Learning Powered Probing Beam Optimization for Cell-Free Hybrid Beamforming
  • Citing Article
  • December 2024

IEEE Wireless Communications Letters

... According to a previous study, YAP-S127A, which is expressed in hepatocytes, exacerbates CCl 4 -induced liver fibrosis, whereas the deficiency of YAP in hepatocytes exerts the opposite effects [9]. Another research supported these findings, indicating that the specific deletion of YAP/TAZ in the liver not only resulted in a less severe inflammatory and fibrotic phenotype but also decelerated the progression of hepatic fibrosis induced by CCl 4 in mice [10]. Verteporfin (VP) is a YAP inhibitor that prevents HSC activation and fibrosis in vivo [5]; however, its mechanism of action has been questioned in a recent study that covered the last 5 years [11]. ...

Wedelolactone Attenuates Liver Fibrosis and Hepatic Stellate Cell Activation by Suppressing the Hippo Pathway
  • Citing Article
  • September 2024

Rejuvenation Research

... CD248-expressing CAFs mediate ECM stiffness and foster infiltration and migration of NSCLC cells in vitro and in vivo. Mechanistically, the upregulation of the Hippo pathway induces the expression of connective tissue growth factor (CTGF), subsequent regulation of collagen I homeostasis and modulation of ECM rigidity [7]. Accordingly, targeting ECM stiffness through TGFβ blockade is under clinical testing in NSCLC with the monoclonal antibody fresolimumab (NCT02581787) [2]. ...

CD248‐expressing cancer‐associated fibroblasts induce non‐small cell lung cancer metastasis via Hippo pathway‐mediated extracellular matrix stiffness

... While surgery combined with chemotherapy remains the standard treatment strategy for early-stage OS patients, but they often fail to achieve favorable outcomes in patients with advanced-stage disease [37]. Nowadays, the major clinical challenge in OS management is the lack of reliable biomarkers for early detection and personalized treatment for OS patients [38]. Recent studies have highlighted the critical role of R-loops in tumor progression. ...

Identification of a biomarker to predict doxorubicin/cisplatin chemotherapy efficacy in osteosarcoma patients using primary, recurrent and metastatic specimens

Translational Oncology

... The use of injectable hydrogels is most ideal for enhancing osteochondral tissues, mainly due to their similarities with the ECM in terms of their properties. In particular, through their high water absorption and retention capacity as well as the porous nature of the material, traditional hydrogels are capable of encapsulating cells and simultaneously promoting intracellular functions and delivering signals that induce cell differentiation [27,28]. In addition, clinical utility emerges from the use of minimally invasive administration procedures and the capacity for naturally modeling irregularly shaped bone defects [29]. ...

Endogenous Tissue Engineering for Chondral and Osteochondral Regeneration: Strategies and Mechanisms
  • Citing Article
  • August 2024

ACS Biomaterials Science & Engineering