Publications by authors named "Xiaopeng Yao"

Article Synopsis
  • The study investigates how heart rate variability (HRV) relates to depression, aiming to develop machine learning models to assist in diagnosing depression.
  • Data was collected from 465 outpatients, who were split into training and test groups to validate various machine learning models, including logistic regression and XGBoost.
  • The XGBoost model outperformed others in predicting depression, with an excellent area under the curve (AUC) value, suggesting that HRV could serve as a useful biomarker for identifying depression.
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Liver cancer has become an important public health problem. In this study, bibliometrics and visual analysis were performed on the literature related to the risk factors and prevention of liver cancer, in order to understand the latest research progress of the risk factors and prevention of liver cancer. The Web of Science database was used as a retrieval platform to retrieve the published research results from 2012 to 2023.

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Purpose: This study aims to develop and validate a deep learning radiomics nomogram (DLRN) for prediction of axillary lymph node metastasis (ALNM) in breast cancer patients.

Materials And Methods: We retrospectively enrolled 196 patients with non-specific invasive breast cancer confirmed by pathology, radiomics and deep learning features were extracted from unenhanced and biphasic (arterial and venous phase) contrast-enhanced CT, and the non-linear support vector machine was used to construct the radiomics signature and the deep learning signature, respectively. Next, a DLRN was developed with independent predictors and evaluated the performance of models in terms of discrimination and clinical utility.

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Background: Neoadjuvant chemotherapy (NAC) has become the standard therapeutic option for early high-risk and locally advanced breast cancer. However, response rates to NAC vary between patients, causing delays in treatment and affecting the prognosis for patients who do not sensitive to NAC.

Materials And Methods: In total, 211 breast cancer patients who completed NAC (training set: 155, validation set: 56) were retrospectively enrolled.

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Preoperative identification of axillary lymph node metastasis can play an important role in treatment selection strategy and prognosis evaluation. This study aimed to establish a clinical nomogram based on lymph node images to predict lymph node metastasis in breast cancer patients. A total of 193 patients with non-specific invasive breast cancer were divided into training (n = 135) and validation set (n = 58).

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In mass analysis of proteins, mass spectrometry directly measures the mass to charge ratios of ionized proteins and promises higher accuracy than that of indirect approaches measuring other physicochemical properties, provided that the charge states of detected ions are determined. Accurate mass determination of heterogeneously glycosylated proteins is often hindered by unreliable charge determination due to the insufficient resolution of signals from different charge states and inconsistency among mass profiles of ions in individual charge states. Limited charge reduction of a subpopulation of proteoforms using electron transfer/capture reactions (ETnoD/ETnoD) solves this problem by narrowing the mass distribution of examined proteoforms and preserving the mass profile of the precursor charge state in the reduced charge states.

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Rationale: The profiling of natural urinary peptides is a valuable indicator of kidney condition. While front-end separation limits the speed of peptidomic profiling, MS1-based results suffer from limited peptide coverage and specificity. Clinical studies on chronic kidney disease require an effective strategy to balance the trade-off between identification depth and throughput.

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In 2020, the information about Corona Virus Disease 2019 (COVID-19) is overwhelming, which is mixed with a lot of rumors. Rumor and truth can change people's believes more than once, depending on who is more credible. Here we use credibility to measure the influence one person has on others.

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Resolving conformational heterogeneity of multiple protein states that coexist in solution remains one of the main obstacles in the characterization of protein therapeutics and the determination of the conformational transition pathways critical for biological functions, ranging from molecular recognition to enzymatic catalysis. Hydrogen/deuterium exchange (HDX) reaction coupled with top-down mass spectrometric (MS) analysis provides a means to characterize protein higher-order structures and dynamics in a conformer-specific manner. The conformational resolving power of this technique is highly dependent on the efficiencies of separating protein states at the intact protein level and minimizing the residual non-deuterated protic content during the HDX reactions.

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Background: Radiomics can improve the accuracy of traditional image diagnosis to evaluate extrahepatic cholangiocarcinoma (ECC); however, this is limited by variations across radiologists, subjective evaluation, and restricted data. A radiomics-based particle swarm optimization and support vector machine (PSO-SVM) model may provide a more accurate auxiliary diagnosis for assessing differentiation degree (DD) and lymph node metastasis (LNM) of ECC.

Objective: The objective of our study is to develop a PSO-SVM radiomics model for predicting DD and LNM of ECC.

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Objective: To summarize the clinical features, diagnosis and treatment experience of IgG4-related lung disease for the sake of improving clinical understanding of this disease and reducing the misdiagnosis and mistreatment rates.

Methods: To analyze the general situation, clinical manifestation, laboratory examination, histopathology, therapy and prognosis of 2 patients with IgG4-related lung disease, who were admitted in the department of respiratory diseases at Changhai Hospital. Publications related to IgG4 lung disease were reviewed.

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Background: As acute inhalational injury is an uncommon presentation to most institutions, a standard approach to its assessment and management, especially using flexible bronchoscopy, has not received significant attention.

Methods: The objective of this study is to evaluate the value of using flexible bronchoscopy as part of the evaluation and management of patients with inhalational lung injury. Twenty-three cases of inhalational lung injury were treated in our three hospitals after a fire in a residential building.

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Response gene to complement 32 (RGC32) is a novel cellular protein that has been reported to be expressed aberrantly in multiple types of human tumors. However, the role of RGC32 in cancer is still controversial, and the molecular mechanisms by which RGC32 contributes to the development of cancer remain largely unknown. In the present study, we constructed a recombinant expression vector pCDNA3.

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Background: Although bronchoscopy has been widely performed in China, little has been known about its current state and development. In order to investigate the clinical application of bronchoscopy and make instructions for future education and development, the Chinese Society of Respiratory Diseases conducted postal surveys in both 2008 and 2010 in China.

Method: Questionnaires were sent to 40 tertiary grade A hospitals in 2008 and 58 tertiary grade A hospitals in 2010 to investigate bronchoscopies performed in 2007 and 2009 respectively.

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Background: In our clinical practice we have been attracted by a group of patients with airway aspergillosis who have airway obstruction; we termed the condition as pseudomembranous necrotizing tracheobronchial aspergillosis (PNTA). In this study we analyzed the clinical data from patients with PNTA, so as to guide the diagnosis and treatment of the disease.

Methods: A total of 16 PNTA patients were treated in Changhai Hospital from January 2000 to January 2009.

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Phyllodes tumor is a rare breast tumor. A 45-year-old woman who underwent left mastectomy 12 years ago was found to have infiltrates in both lungs in a health examination. Combining histological examinations of the lung and breast samples, the diagnosis of borderline phyllodes tumor metastases to the lung was made.

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Background: Paraneoplastic syndromes (PNSs) are common complications of lung cancer and often develop preceding the diagnosis of primary malignancy. Rheumatologic PNSs mimicking Adult-Onset Still' s Disease (AOSD) is a rare condition with only a limited number of cases reported in the literature, none of which was associated with lung cancer. It is often difficult to differentiate AOSD-like paraneoplasia from coincidental AOSD based on the clinical manifestations.

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Swyer-James syndrome (SJS) is a rare disease probably resulting from bronchiolitis obliterans. The radiological findings of this entity are characterized by hyperlucent appearance of one or more lobes of a unilateral lung, decreased lung volume, diminished ipsilateral hilar shadow and hardly visible arterial structure on chest radiography. We report a 50-year-old patient, who had unilateral right lower lung hyperlucency on chest radiography.

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Objective: To observe the therapeutic efficacy of bronchoscopic interventional therapy on severe tuberculous main bronchial stenosis or atresia complicated with unilateral atelectasis.

Methods: Ninety patients with severe tuberculous main bronchial stenosis or atresia complicated with unilateral atelectasis, who had received bronchoscopic interventional therapy, were divided into group A and B according to whether stents had been implanted or not. Patients in group A had been treated with electrocautery, balloon dilatation and cryotherapy.

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Background: Endoplasmic reticulum (ER) stress and ER stress-mediated apoptosis were reported to be involved in the pathogenesis of several diseases. In a recent study, it was reported that the ER stress pathway was activated in the lungs of lipopolysaccharide (LPS)-treated mice. It was also found that the C/EBP homologous protein (CHOP), an apoptosis-related molecule, played a key role in LPS-induced lung damage.

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Objective: To analyze the causes of benign central airway stenoses and to evaluate the efficacy of interventional treatments through flexible bronchoscopy.

Methods: Three hundred and eighty-six outpatients and inpatients with benign central airway stenoses in our hospital from January 1999 to December 2006 were retrospectively analyzed. Interventional treatments through flexible bronchoscopy were used to treat the benign central airway stenoses.

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Objective: To report the diagnostic experience for broncholithiasis, and to evaluate the value of flexible bronchoscopic management for the disease.

Methods: The clinical data, radiological features, bronchoscopy findings, the effect and complications of bronchoscopic management in 31 patients with broncholithiasis admitted to changhai hospital of second military medical university and zhejiang Taizhou Hospital between 2000 and 2007 were retrospectively reviewed.

Results: There were 19 men and 12 women, the mean age was 58.

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Objective: To describe the clinical presentations, diagnosis and treatment of endotracheal/endobronchial metastases (EEM).

Methods: Retrospective and follow-up analyses were conducted for 62 cases of bronchoscopically confirmed EEM. Clinical staging, location in the tracheobronchial tree, the number of lesions, treatment and prognosis were analyzed.

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