1.Invasiveness assessment by CT quantitative and qualitative features of lung cancers manifesting ground-glass nodules in 555 patients: A retrospective cohort study
Yantao YANG ; Wei WANG ; Yichen YANG ; Biying WANG ; Huilian HU ; Ziqi JIANG ; Dezhong CAI ; Yaowu DUAN ; Jiezhi JIANG ; Jia LUO ; Guangqiang ZHAO ; Yunchao HUANG ; Lianhua YE
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(01):51-58
Objective To explore the correlation between the quantitative and qualitative features of CT images and the invasiveness of pulmonary ground-glass nodules, providing reference value for preoperative planning of patients with ground-glass nodules. Methods The patients with ground-glass nodules who underwent surgical treatment and were diagnosed with pulmonary adenocarcinoma from September 2020 to July 2022 at the Third Affiliated Hospital of Kunming Medical University were collected. Based on the pathological diagnosis results, they were divided into two groups: a non-invasive adenocarcinoma group with in situ and minimally invasive adenocarcinoma, and an invasive adenocarcinoma group. Imaging features were collected, and a univariate logistic regression analysis was conducted on the clinical and imaging data of the patients. Variables with statistical difference were selected for multivariate logistic regression analysis to establish a predictive model of invasive adenocarcinoma based on independent risk factors. Finally, the sensitivity and specificity were calculated based on the Youden index. Results A total of 555 patients were collected. The were 310 patients in the non-invasive adenocarcinoma group, including 235 females and 75 males, with a meadian age of 49 (43, 58) years, and 245 patients in the invasive adenocarcinoma group, including 163 females and 82 males, with a meadian age of 53 (46, 61) years. The binary logistic regression analysis showed that the maximum diameter (OR=4.707, 95%CI 2.060 to 10.758), consolidation/tumor ratio (CTR, OR=1.027, 95%CI 1.011 to 1.043), maximum CT value (OR=1.025, 95%CI 1.004 to 1.047), mean CT value (OR=1.035, 95%CI 1.008 to 1.063), spiculation sign (OR=2.055, 95%CI 1.148 to 3.679), and vascular convergence sign (OR=2.508, 95%CI 1.345 to 4.676) were independent risk factors for the occurrence of invasive adenocarcinoma (P<0.05). Based on the independent predictive factors, a predictive model of invasive adenocarcinoma was constructed. The formula for the model prediction was: Logit(P)=–1.293+1.549×maximum diameter of lesion+0.026×CTR+0.025×maximum CT value+0.034×mean CT value+0.72×spiculation sign+0.919×vascular convergence sign. The area under the receiver operating characteristic curve of the model was 0.910 (95%CI 0.885 to 0.934), indicating that the model had good discrimination ability. The calibration curve showed that the predictive model had good calibration, and the decision analysis curve showed that the model had good clinical utility. Conclusion The predictive model combining quantitative and qualitative features of CT has a good predictive ability for the invasiveness of ground-glass nodules. Its predictive performance is higher than any single indicator.
2.A CT-based radiomics nomogram for predicting local tumor progression of colorectal cancer lung metastases treated with radiofrequency ablation
Haozhe HUANG ; Hong CHEN ; Dezhong ZHENG ; Chao CHEN ; Ying WANG ; Lichao XU ; Yaohui WANG ; Xinhong HE ; Yuanyuan YANG ; Wentao LI
China Oncology 2024;34(9):857-872
Background and Purpose:The early prediction of local tumor progression-free survival(LTPFS)after radiofrequency ablation(RFA)for colorectal cancer(CRC)lung metastases has significant clinical importance.The application of radiomics in the prediction of tumor prognosis has been explored.This study aimed to construct a radiomics-based nomogram for predicting LTPFS after RFA in CRC patients with lung metastases.Methods:This study retrospectively analyzed 172 CRC patients with 401 lung metastases admitted to Department of Interventional Radiology,Fudan University Shanghai Cancer Center from August 2016 to January 2019.This study was reviewed by the medical ethics committee of Fudan University Shanghai Cancer Center(ethics number:2402291-24).After augmentation of pre-ablation and immediate post-ablation computed tomography(CT)images,the target metastases and ablation regions were segmented manually to extract the radiomic features.Maximum relevance and minimum redundancy algorithm(MRMRA)and least absolute shrinkage and selection operator(LASSO)regression models were applied for feature selection.The clinical model,the radiomics model,and the fusion model were constructed based on the selected radiomic features and clinical variables screened by the multivariate analysis.The Harrell concordance index(C-index)and area under receiver operating characteristic(ROC)curves(AUC)were calculated to evaluate the prediction performance.Finally,the corresponding nomogram of the best model was drawn.Results:Among all the lung metastases,102(25.4%)had final recurrence,and 299(74.6%)had complete response(CR).The median follow-up time was 21 months(95%CI:19.466-22.534),and the LTPFS rates at 1,2,and 3 years after RFA were 76.5%(95%CI:72.0-80.4),72.1%(95%CI:66.6-76.9)and 69.9%(95%CI:64.0-75.1).In both the training and test dataset,the fusion model based on the final 12 radiomic features through the LASSO regression and 4 clinical variables screened by multivariate analysis achieved the highest AUC values for LTPFS,with C-index values of 0.890(95%CI:0.854-0.927)and 0.843(95%CI:0.768-0.916),respectively.Conclusion:The fusion model based on radiomic features and clinical variables is feasible for predicting LTPFS after RFA of CRC patients with lung metastases,whose performance is superior to the single radiomic and clinical model.At the same time,the nomogram of the fusion model can intuitively predict the prognosis of CRC patients with lung metastases after RFA,thus assisting clinicians in developing individualized follow-up review plans for patients and adjusting treatment strategies flexibly.
3.Spatial transcriptome analysis of long non-coding RNAs reveals tissue specificity and functional roles in cancer.
Kang XU ; Xiyun JIN ; Ya LUO ; Haozhe ZOU ; Dezhong LV ; Liping WANG ; Limei FU ; Yangyang CAI ; Tingting SHAO ; Yongsheng LI ; Juan XU
Journal of Zhejiang University. Science. B 2023;24(1):15-31
Long non-coding RNAs (lncRNAs) play a significant role in maintaining tissue morphology and functions, and their precise regulatory effectiveness is closely related to expression patterns. However, the spatial expression patterns of lncRNAs in humans are poorly characterized. Here, we constructed five comprehensive transcriptomic atlases of human lncRNAs covering thousands of major tissue samples in normal and disease states. The lncRNA transcriptomes exhibited high consistency within the same tissues across resources, and even higher complexity in specialized tissues. Tissue-elevated (TE) lncRNAs were identified in each resource and robust TE lncRNAs were refined by integrative analysis. We detected 1 to 4684 robust TE lncRNAs across tissues; the highest number was in testis tissue, followed by brain tissue. Functional analyses of TE lncRNAs indicated important roles in corresponding tissue-related pathways. Moreover, we found that the expression features of robust TE lncRNAs made them be effective biomarkers to distinguish tissues; TE lncRNAs also tended to be associated with cancer, and exhibited differential expression or were correlated with patient survival. In summary, spatial classification of lncRNAs is the starting point for elucidating the function of lncRNAs in both maintenance of tissue morphology and progress of tissue-constricted diseases.
Humans
;
Gene Expression Profiling
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Neoplasms/genetics*
;
Organ Specificity
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RNA, Long Noncoding/genetics*
;
Transcriptome
4.Application of retroauricular sulcus incision in the operation of benign tumors in the deep lobe of parotid gland
Qingyong CHEN ; Dezhong SUN ; Dongqing WANG ; Hui ZHAO ; Qiang SHAO ; Yangyang YANG ; Huaiqing LYU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2023;58(12):1238-1242
Objective:To investigate the application of retroauricular groove incision in the resection of benign tumors in the deep lobe of parotid.Methods:From January 2017 to January 2022, 19 patients (11 males and 8 females, age ranged from 17 to 69 years, with a median age of 48) with benign tumor in the deep lobe of parotid gland underwent parotidectomy through retroauricular sulcus incision in Linyi People′s Hospital. Among them, 17 cases with tumor diameter≤4.0 cm underwent simple retroauricular groove incision, and 2 cases were dumbbell type with tumor diameter>4.0 cm on the medial side of mandible protruding into the parapharyngeal space, in which the deep lobe and tumor of parotid gland were resected through retroauricular sulcus incision combined with intraoral incision.Results:Tumors were completely removed through retroauricular sulcus incision in 17 cases, and dumbbell type tumors were removed through retroauricular sulcus incision combined with intraoral incision in 2 cases. Postoperative pathological examinations showed pleomorphic adenoma in 13 cases, basal cell adenoma in 4 cases and Warthin′s tumor in 2 cases. Temporary mandibular marginal branch paralysis occurred in 2 patients and returned to normal 3 weeks after operation. All incisions healed in Phase I. By following-up of 1-5 years with a median follow-up time of 3.1 years, none of the patients had Frey syndrome, salivary fistula, other complications and tumor recurrence. The patients and their families were satisfied with the postoperative facial appearances.Conclusion:The retroauricular groove approach can not only preserve the function of parotid superficial lobe and facial nerve, but also has less trauma, less tissue defect and hidden scar. As the advantages of less complication, low recurrence rate and good cosmetic effect, the incision is worthy of clinical application.
5.Atypical Antipsychotics Mediate Dynamics of Intrinsic Brain Activity in Early-Stage Schizophrenia? A Preliminary Study
Yingchan WANG ; Yuchao JIANG ; Dengtang LIU ; Jianye ZHANG ; Dezhong YAO ; Cheng LUO ; Jijun WANG
Psychiatry Investigation 2021;18(12):1205-1212
Objective:
Abnormalities of static brain activity have been reported in schizophrenia, but it remains to be clarified the temporal variability of intrinsic brain activities in schizophrenia and how atypical antipsychotics affect it.
Methods:
We employed a resting-state functional magnetic resonance imaging (rs-fMRI) and a sliding-window analysis of dynamic amplitude of low-frequency fluctuation (dALFF) to evaluate the dynamic brain activities in schizophrenia (SZ) patients before and after 8-week antipsychotic treatment. Twenty-six schizophrenia individuals and 26 matched healthy controls (HC) were included in this study.
Results:
Compared with HC, SZ showed stronger dALFF in the right inferior temporal gyrus (ITG.R) at baseline. After medication, the SZ group exhibited reduced dALFF in the right middle occipital gyrus (MOG.R) and increased dALFF in the left superior frontal gyrus (SFG.L), right middle frontal gyrus (MFG.R), and right inferior parietal lobule (IPL.R). Dynamic ALFF in IPL.R was found to significant negative correlate with the Scale for the Assessment of Negative Symptoms (SANS) scores at baseline.
Conclusion
Our results showed dynamic intrinsic brain activities altered in schizophrenia after short term antipsychotic treatment. The findings of this study support and expand the application of dALFF method in the study of the pathological mechanism in psychosis in the future.
6.Clinical characteristics of 66 patients with novel coronavirus (2019-nCoV) -infected pneumonia (NCIP) in Enshi, Hubei
Zhou FAWEI ; Zheng CHUNYAN ; Wang ZAIPING ; Yin NING ; Peng XUDONG ; Li DEZHONG
Chinese Journal of Emergency Medicine 2020;29(4):488-493
Objective:To describe the epidemiological and clinical characteristics of patients with novel coronavirus (2019-nCoV) -infected pneumonia in Enshi, Hubei, and to improve the awareness of the disease, which is key for surveillance and control measures of 2019-nCoV pneumonia in the region.Methods:The first 66 laboratory-confirmed 2019-nCoV patients in Enshi between January 23, 2020 and February 1, 2020 were included. Their epidemiological data, demographic data, clinical data and therapeutic effect were retrospectively analyzed.Results:Among the first 66 patients with confirmed 2019-nCoV, patients had an average age of 46±9 years, 35 (53.0%) patients were male and 31 (47.0%) female; 38 (57.6%) patients were Han, 18 (27.3%) were Tujia, and 10 (15.1%) were Miao. Thirty-seven (56%) patients had chronic diseases such as coronary heart disease, chronic bronchus, inflammation, diabetes, hypertension, hypothyroidism, and rheumatoid arthritis. All the patients had a history of exposure or indirect exposure in Wuhan epidemic area, mainly history of Wuhan sojourner. The mean incubation period varied from 2.5-16 days, with the 95th percentile of the distribution at 7 days. The main clinical manifestation were fever [66 (100%) patients], dry cough [56 (84.8%)], chest tightness [21 (31.8%)], shortness of breath [8 (12.1%)], massive fatigue [23 (34.8%)], muscle ache [6 (9.1%)], headache [4 (6.1%)], sore throat [13 (19.7%) ], rhinorrhoea [11 (16.7%) ], and diarrhea [ 5 (7.6%)]. Six (9.1%) critically ill patients and 4 (6.1%) critically ill patients had dyspnea. White blood cell counts were normal or decreased in 51 (77.3%) patients, and increased in 15 (22.7%). Lymphocyte counts were reduced or normal in 58 (87.9%) patients, and increased in 8 (12.1%) patients. Most patients had elevated CRP and erythrocyte sedimentation, and some patients had normal ranges of liver function, renal function, and electrolytes. Ten severely ill patients had elevated liver enzymes and cardiac enzymes (especially K and CKMB). There were significant differences in inflammatory markers among patients of different nationalities. Arterial blood gas analysis in 56 (84.8%) mild patients showed no significant abnormalities. Chest CT scans of 66 patients showed single or multiple small patchy shadows and interstitial changes, which were evident in the extrapulmonary band. All patients were hospitalized and isolated for treatment. Of the 66 patients received oxygen therapy, most of them received antiviral therapy (abidol/Kaletra, 0.2 g po tid/2 pills po bid) and interferon (aerosol inhalation), few patient received antibacterial therapy (Tanreqing, 20 mL ivgtt qd) and glucocorticoid therapy (methylprednisolone, 40 mg ivgtt bid), and supplemented by traditional Chinese medicine treatment. Six (9.1%) severely ill patients and 4 (6.1%) critically ill patients treated with non-invasive or invasive ventilator.Conclusions:The patients in this study are all imported cases. Most patients have mild clinical symptoms. The lungs show single or multiple small patchy shadows and interstitial changes, which are obvious with extrapulmonary bands. Seek medical treatment as soon as possible, and the above-mentioned symptomatic treatment scheme is effective. The overall morbidity and mortality in this region are lower than those in other parts of the province, and the mortality and critical illness rate of ethnic minority patients are lower than those of Han patients. There are significant differences in inflammatory markers such as leukocytes and lymphocytes among patients of different nationalities.
7.Effects of Midazolam Combined with Tramadol on Prognosis of Patients Underwent Tumor Resection in Gastrointestinal Surgery Department
China Pharmacy 2017;28(15):2057-2059
OBJECTIVE:To investigate the effects of tramadol combined with midazolam on prognosis of patients underwent tumor resection in gastrointestinal surgery department. METHODS:In retrospective study,200 tumor patients of gastrointestinal sur-gery department were divided into observation group(100 cases)and control group(100 cases). Observation group was given Tra-madol hydrochloride tablet 100 mg,3 times a day+Midazolam injection 30 mg,added into 0.9% Sodium chloride injection 60 mL,via intravenous pump,2.5 mL/h,for consecutive 24 h,for consecutive 3 d. Control group was given Tramadol hydrochloride injection 100 mg,intramuscular injection,3 times a day,for 3 d. The hospitalization duration,postoperative ambulation time, sleep quality score,pain degree score,the occurrence of postoperative hypostatic pneumonia,and the incidence of adverse reactions in 2 groups were observed. RESULTS:The hospitalization duration and postoperative ambulation time of observation group were significantly shorter than those of control group;the sleep quality score of observation groups was significantly higher than that of control group;the severity of pain,the incidence of hypostatic pneumonia were significantly lower than control group,with statisti-cal significance(P<0.05). There was no statistical significance in the incidence of ADR between 2 groups(P>0.05). CONCLU-SIONS:Midazolam combined with tramadol can significantly reduce the postoperative pain of tumor patients in gastrointestinal tu-mor surgery department,shorten hospitalization time and postoperative ambulation time,improve the sleep quality of patients and reduce the incidence of hypostatic pneumonia with good safety.
8.Brain function network analysis and recognition for psychogenic non-epileptic seizures based on resting state electroencephalogram.
Zhenyu WANG ; Qing XUE ; Xiuchun XIONG ; Peiyang LI ; Chunyang TIAN ; Cehong FU ; Yuping WANG ; Dezhong YAO ; Peng XU
Journal of Biomedical Engineering 2015;32(1):8-12
Studies have shown that the clinical manifestation of patients with neuropsychiatric disorders might be related to the abnormal connectivity of brain functions. Psychogenic non-epileptic seizures (PNES) are different from the conventional epileptic seizures due to the lack of the expected electroencephalographically epileptic changes in central nervous system, but are related to the presence of significant psychological factors. Diagnosis of PNES remains challenging. We found in the present work that the connectivity between the frontal and parieto-occipital in PNES was weaker than that of the controls by using network analysis based on electroencephalogram (EEG) signals. In addition, PNES were recognized by using the network properties as linear discriminant nalysis (LDA) input and classification accuracy was 85%. This study may provide a feasible tool for clinical diagnosis of PNES.
Brain
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physiopathology
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Electroencephalography
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Epilepsy
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Humans
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Seizures
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diagnosis
10.Comparison between microinvasive puncture and small bone window craniotomy in the treatment of moderate cerebral hemorrhage
Wenxue WANG ; Jun WANG ; Dezhong ZHAI ; Yuliang LIU ; Dianqin SHI ; Guanghui FU ; Fengli LI
Chinese Journal of Postgraduates of Medicine 2009;32(35):7-10
Objective To evaluate and compare the curative effect between the microinvasive craniopuncture therapy and the clearance of hematoma by craniotomy with small bone flap in treating patients with moderate cerebral hemorrhage (30-60 ml)in the basal ganglion part of the brain. Methods Ninety-five patients with intracerebral hemorrhage were randomly divided into treatment group (microinvasive craniopuncture therapy) and control group (the clearance of hematoma by craniotomy with small bone flap). The main indexes of evaluation were the neurological impairment degree (NID) on the 14th day after treatment, activities of daily living (ADL) by the end of the third month, the incidence rate of complications, and the case fatality during 3 months. Results On the 14th day after treatment, there was no significant difference between the two groups in the NID and the ADL of patients. The incidence rate of respiratory tract infection, gastrointestinal hemorrhage, electrolyte disorder in treatment group [16.33% (8/49), 6.12% (3/49), 6.12% (3/49), respectively] was significantly reduced than those of control group [56.52% (26/46), 21.74%(10/46), 21.74% (10/46),respectively] during hospitalization (P < 0.05). By the end of the third month, there was significant difference in favorable outcomes (Barthel index 95-100) (χ~2 = 18.7524,P =0.0009) and in improving the ADL (MRS)(t =5.2723,P =0.0001) between the two groups [39.13% (18/46), 4.65% (2/43),respectively]. In ease fatality, there was no significant difference between the two groups [6.12% (3/49),6.52% (3/46),respectively]. Conclusion As compared with the clearance of hematoma by craniotomy with small bone flap, the microinvasive craniopuncture therapy can remarkably reduce the incidence of complications, and improve the ADL of patients with moderate cerebral hemorrhage (30-60 ml) in the basal ganglion, and decrease disability without increasing fatality.

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