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1.
Eur Radiol ; 29(10): 5590-5599, 2019 Oct.
Article in English | MEDLINE | ID: mdl-30874880

ABSTRACT

OBJECTIVES: To explore and evaluate the feasibility of radiomics in stratifying nasopharyngeal carcinoma (NPC) into distinct survival subgroups through multi-modalities MRI. METHODS: A total of 658 patients (training cohort: 424; validation cohort: 234) with non-metastatic NPC were enrolled in the retrospective analysis. Each slice was considered as a sample and 4863 radiomics features on the tumor region were extracted from T1-weighted, T2-weighted, and contrast-enhanced T1-weighted MRI. Consensus clustering and manual aggregation were performed on the training cohort to generate a baseline model and classification reference used to train a support vector machine classifier. The risk of each patient was defined as the maximum risk among the slices. Each patient in the validation cohort was assigned to the risk model using the trained classifier. Harrell's concordance index (C-index) was used to measure the prognosis performance, and differences between subgroups were compared using the log-rank test. RESULTS: The training cohort was clustered into four groups with distinct survival patterns. Each patient was assigned to one of the four groups according to the estimated risk. Our method gave a performance (C-index = 0.827, p < .004 and C-index = 0.814, p < .002) better than the T-stage (C-index = 0.815, p = .002 and C-index = 0.803, p = .024), competitive to and more stable than the TNM staging system (C-index = 0.842, p = .003 and C-index = 0.765, p = .050) in the training cohort and the validation cohort. CONCLUSIONS: Through investigating a large one-institutional cohort, the quantitative multi-modalities MRI image phenotypes reveal distinct survival subtypes. KEY POINTS: • Radiomics phenotype of MRI revealed the subtype of nasopharyngeal carcinoma (NPC) patients with distinct survival patterns. • The slice-wise analysis method on MRI helps to stratify patients and provides superior prognostic performance over the TNM staging method. • Risk estimation using the highest risk among slices performed better than using the majority risk in prognosis.


Subject(s)
Nasopharyngeal Carcinoma/diagnostic imaging , Nasopharyngeal Neoplasms/diagnostic imaging , Adult , Cohort Studies , Feasibility Studies , Female , Humans , Image Interpretation, Computer-Assisted/methods , Kaplan-Meier Estimate , Magnetic Resonance Imaging/methods , Male , Middle Aged , Nasopharyngeal Carcinoma/pathology , Nasopharyngeal Neoplasms/pathology , Neoplasm Staging , Prognosis , Retrospective Studies , Support Vector Machine
3.
Acta Radiol ; 57(4): 475-80, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26231949

ABSTRACT

BACKGROUND: Alveolar soft part sarcoma (ASPS) is a relatively rare malignant tumor and early diagnosis and appropriate treatment for ASPS are essential for a good prognosis. PURPOSE: To retrospectively review the clinical presentation and computed tomography (CT) and magnetic resonance imaging (MRI) findings of ASPS so as to improve the accuracy of imaging diagnosis. MATERIAL AND METHODS: Fourteen patients with pathologically proven ASPS were enrolled. Their clinical and imaging findings were retrospectively reviewed. RESULTS: The median age of the patients was 29 years (range, 13-37 years). Most tumors were located in the soft tissues of the trunk and lower limbs. The median maximal diameter of the masses was 91 mm. Thirteen masses presented with ovoid or irregular shapes. Eleven masses had less clear boundaries. Compared with the adjacent muscles, the masses were isodense or hypodense on CT, hypo-, iso-, or hyperintense on T1-weighted images, and heterogeneous hyperintense on T2-weighted images. Intense enhancement was seen after contrast agent administration, with prominent intra- or peri-tumoral feeders on CT or flow voids on MRI. By the end of the last follow-up, 13 patients had distant metastasis and three patients had local recurrence. CONCLUSION: ASPS should be included in the differential diagnosis when a bulky, heterogeneous soft tissue mass in the trunk and the lower limbs with intense enhancement after contrast administration and prominent intra- or peri-tumoral feeders on CT or flow voids on MRI is seen, particularly in young patients.


Subject(s)
Magnetic Resonance Imaging , Sarcoma, Alveolar Soft Part/diagnostic imaging , Sarcoma, Alveolar Soft Part/pathology , Tomography, X-Ray Computed , Adolescent , Adult , Diagnosis, Differential , Female , Humans , Leg/diagnostic imaging , Leg/pathology , Male , Radiography, Thoracic , Reproducibility of Results , Retrospective Studies , Thorax/pathology , Young Adult
4.
BMC Cancer ; 15: 305, 2015 Apr 18.
Article in English | MEDLINE | ID: mdl-25903652

ABSTRACT

BACKGROUND: Intensity-modulated radiation therapy (IMRT) has represented a technical milestone that has facilitated the clinical implementation. The purpose of this study was to evaluate the prognostic value of maximum primary tumor diameter (MPTD) in patients with nasopharyngeal carcinoma (NPC) treated using IMRT. METHODS: Five-hundred and sixty-six patients with non-metastatic, histologically-confirmed NPC were retrospectively reviewed. MPTD was measured using magnetic resonance imaging (MRI). All patients were treated using IMRT; 87.5% (456/521) of patients with Stage T3-T4/N1-N3 disease also received cisplatin-based chemotherapy. Receiver operating characteristic (ROC) curves were used to identify the optimal MPTD cut-off point and examine the prognostic value of combining MPTD with the current T classification criteria. RESULTS: Median follow-up for all patients was 36 months (range, 1-52 months). The 3-year overall survival (OS), failure-free survival (FFS), distant metastasis-free survival (DMFS), and local relapse-free survival (LRFS) rates for patients with a MPTD ≤41 vs. >41 mm were 96.1% vs. 85.4%, 93.7% vs. 74.7%, 96.1% vs. 79.7%, and 98.1% vs. 92.9%, respectively (all P < 0.05). In multivariate analysis, MPTD was an independent prognostic factor for OS, FFS, DMFS and LRFS in all patients (all P < 0.05). Among stage T3-T4 patients, the 3-year OS, FFS, DMFS, and LRFS rates for patients with a MPTD ≤41 vs. >41 mm were 96.9% vs. 84.5%, 95.4% vs. 73.5%, 96.1% vs. 79.2%, and 99.3% vs. 92.6%, respectively (all P < 0.05). In multivariate analysis, MPTD was also an independent prognostic factor for OS, FFS and DMFS in stage T3-T4 patients (all P < 0.05), and the difference in LRFS was almost statistically significant (P = 0.05). ROC curves verified that inclusion of MPTD improved the predictive value of the current T classification criteria (P < 0.001). CONCLUSIONS: MPTD was an independent prognostic factor in patients with NPC treated using IMRT, and significantly improved the prognostic value of the current T classification criteria for NPC.


Subject(s)
Nasopharyngeal Neoplasms/diagnosis , Nasopharyngeal Neoplasms/radiotherapy , Radiotherapy, Intensity-Modulated/methods , Adolescent , Adult , Aged , Aged, 80 and over , Carcinoma , Female , Follow-Up Studies , Humans , Male , Middle Aged , Nasopharyngeal Carcinoma , Nasopharyngeal Neoplasms/mortality , Neoplasm Staging , Prognosis , Retrospective Studies , Survival Rate/trends , Treatment Outcome , Young Adult
5.
AJR Am J Roentgenol ; 204(1): 20-3, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25539232

ABSTRACT

OBJECTIVE: The criteria for the diagnosis of metastatic retropharyngeal lymph nodes (RLNs) have not yet been resolved and are not included in the current edition of the American Joint Committee on Cancer (AJCC) staging system (seventh edition) for the staging of nasopharyngeal carcinoma (NPC). The aim of this study was to use MRI to identify an RLN size criterion that can accurately predict prognosis in patients with NPC. MATERIALS AND METHODS: Eight hundred seventeen patients with newly diagnosed localized NPC were identified. All of the patients underwent MRI before treatment with definitive radiation therapy. All the MRI studies and medical records were reviewed retrospectively. Overall survival (OS), distant metastasis-free survival (DMFS), and local relapse-free survival (LRFS) were assessed using SPSS software (version 17.0). RESULTS: RLN size cutoffs of ≥ 5 mm and of ≥ 6 mm were used. There was no significant difference in OS (p = 0.216), DMFS (p = 0.081), or LRFS (p = 0.067) in patients with RLNs ≥ 5 mm and in those with RLNs < 5 mm. When 6 mm was used as a size cutoff, significant differences in OS (p = 0.000) and DMFS (p = 0.001) were identified; there was no significant difference observed for LRFS (p = 0.380). CONCLUSION: A minimum axial RLN diameter of 6 mm was a more accurate prognostic predictor in NPC patients with RLN metastases than 5 mm.


Subject(s)
Magnetic Resonance Imaging/statistics & numerical data , Nasopharyngeal Neoplasms/mortality , Nasopharyngeal Neoplasms/pathology , Neoplasm Recurrence, Local/mortality , Adolescent , Adult , Aged , Carcinoma , China/epidemiology , Disease-Free Survival , Female , Humans , Incidence , Lymph Nodes/pathology , Lymphatic Metastasis , Male , Middle Aged , Nasopharyngeal Carcinoma , Nasopharyngeal Neoplasms/radiotherapy , Neoplasm Recurrence, Local/prevention & control , Neoplasm Staging , Prognosis , Reproducibility of Results , Retrospective Studies , Risk Factors , Sensitivity and Specificity , Survival Rate , Young Adult
6.
Comput Biol Med ; 179: 108805, 2024 Jul 10.
Article in English | MEDLINE | ID: mdl-38991319

ABSTRACT

Anesthesia serves as a pivotal tool in modern medicine, creating a transient state of sensory deprivation to ensure a pain-free surgical or medical intervention. While proficient in alleviating pain, anesthesia significantly modulates brain dynamics, metabolic processes, and neural signaling, thereby impairing typical cognitive functions. Furthermore, anesthesia can induce notable impacts such as memory impairment, decreased cognitive function, and diminished intelligence, emphasizing the imperative need to explore the concealed repercussions of anesthesia on individuals. In this investigation, we aggregated gene expression profiles (GSE64617, GSE141242, GSE161322, GSE175894, and GSE178995) from public repositories following second-generation sequencing analysis of various anesthetics. Through scrutinizing post-anesthesia brain tissue gene expression utilizing Gene Set Enrichment Analysis (GSEA), Robust Rank Aggregation (RRA), and Weighted Gene Co-expression Network Analysis (WGCNA), this research aims to pinpoint pivotal genes, pathways, and regulatory networks linked to anesthesia. This undertaking not only enhances comprehension of the physiological changes brought about by anesthesia but also lays the groundwork for future investigations, cultivating new insights and innovative perspectives in medical practice.

7.
Comput Biol Med ; 172: 108214, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38508057

ABSTRACT

Calcific aortic valve disease (CAVD) is a heart valve disorder characterized primarily by calcification of the aortic valve, resulting in stiffness and dysfunction of the valve. CAVD is prevalent among aging populations and is linked to factors such as hypertension, dyslipidemia, tobacco use, and genetic predisposition, and can result in becoming a growing economic and health burden. Once aortic valve calcification occurs, it will inevitably progress to aortic stenosis. At present, there are no medications available that have demonstrated effectiveness in managing or delaying the progression of the disease. In this study, we mined four publicly available microarray datasets (GSE12644 GSE51472, GSE77287, GSE233819) associated with CAVD from the GEO database with the aim of identifying hub genes associated with the occurrence of CAVD and searching for possible biological targets for the early prevention and diagnosis of CAVD. This study provides preliminary evidence for therapeutic and preventive targets for CAVD and may provide a solid foundation for subsequent biological studies.


Subject(s)
Aortic Valve Stenosis , Aortic Valve/pathology , Calcinosis , Heart Valve Diseases , Humans , Aortic Valve Stenosis/genetics , Aortic Valve Stenosis/diagnosis , Aortic Valve Stenosis/epidemiology , Heart Valve Diseases/genetics , Calcinosis/genetics
8.
World J Radiol ; 16(6): 203-210, 2024 Jun 28.
Article in English | MEDLINE | ID: mdl-38983838

ABSTRACT

BACKGROUND: Development of distant metastasis (DM) is a major concern during treatment of nasopharyngeal carcinoma (NPC). However, studies have demonstrated improved distant control and survival in patients with advanced NPC with the addition of chemotherapy to concomitant chemoradiotherapy. Therefore, precise prediction of metastasis in patients with NPC is crucial. AIM: To develop a predictive model for metastasis in NPC using detailed magnetic resonance imaging (MRI) reports. METHODS: This retrospective study included 792 patients with non-distant metastatic NPC. A total of 469 imaging variables were obtained from detailed MRI reports. Data were stratified and randomly split into training (50%) and testing sets. Gradient boosting tree (GBT) models were built and used to select variables for predicting DM. A full model comprising all variables and a reduced model with the top-five variables were built. Model performance was assessed by area under the curve (AUC). RESULTS: Among the 792 patients, 94 developed DM during follow-up. The number of metastatic cervical nodes (30.9%), tumor invasion in the posterior half of the nasal cavity (9.7%), two sides of the pharyngeal recess (6.2%), tubal torus (3.3%), and single side of the parapharyngeal space (2.7%) were the top-five contributors for predicting DM, based on their relative importance in GBT models. The testing AUC of the full model was 0.75 (95% confidence interval [CI]: 0.69-0.82). The testing AUC of the reduced model was 0.75 (95%CI: 0.68-0.82). For the whole dataset, the full (AUC = 0.76, 95%CI: 0.72-0.82) and reduced models (AUC = 0.76, 95%CI: 0.71-0.81) outperformed the tumor node-staging system (AUC = 0.67, 95%CI: 0.61-0.73). CONCLUSION: The GBT model outperformed the tumor node-staging system in predicting metastasis in NPC. The number of metastatic cervical nodes was identified as the principal contributing variable.

9.
Cancer Cell ; 42(3): 464-473.e3, 2024 Mar 11.
Article in English | MEDLINE | ID: mdl-38242125

ABSTRACT

The AJCC/UICC TNM classification describes anatomic extent of tumor progression and guides treatment decisions. Our comprehensive analysis of 8,834 newly diagnosed patients with non-metastatic Epstein-Barr virus related nasopharyngeal carcinoma (NPC) from six Chinese centers indicates certain limitations in the current staging system. The 8th edition of the AJCC/UICC TNM classification inadequately differentiates patient outcomes, particularly between T2 and T3 categories and within the N classification. We propose reclassifying cases of T3 NPC with early skull-base invasion as T2, and elevating N1-N2 cases with grade 3 image-identified extranodal extension (ENE) to N3. Additionally, we suggest combining T2N0 with T1N0 into a single stage IA. For de novo metastatic (M1) NPC, we propose subdivisions of M1a, defined by 1-3 metastatic lesions without liver involvement, and M1b, characterized by >3 metastatic lesions or liver involvement. This proposal better reflects responses of NPC patients to the up-to-date treatments and their evolving risk profiles.


Subject(s)
Carcinoma , Epstein-Barr Virus Infections , Nasopharyngeal Neoplasms , Humans , Nasopharyngeal Carcinoma/pathology , Neoplasm Staging , Herpesvirus 4, Human , Prognosis , Nasopharyngeal Neoplasms/diagnosis , Nasopharyngeal Neoplasms/pathology , Epstein-Barr Virus Infections/pathology , Carcinoma/pathology , Retrospective Studies
10.
Chin J Cancer ; 31(11): 549-56, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22640624

ABSTRACT

This study aimed to determine and quantitate the mammographic and sonographic characteristics in 13 cases of solid neuroendocrine breast carcinoma (NEBC) and to analyze the association of radiological findings with the clinical and histopathologic findings. The clinical data and imaging findings of 13 female patients with histologically confirmed solid NEBC were reviewed. Imaging data were evaluated by two radiologists for a consensual diagnosis. All patients presented with one palpable mass; only 1 experienced occasional breast pain, and 5 complained of fluid discharge. In 7 patients, the masses were firm and mobile. Regional lymph node metastasis was noted in only 1 patient. For the 10 patients who underwent mammography, 6 had a mass, 1 had clustered small nodules with clustered punctuate microcalcifications, 2 had asymmetric focal density, and 1 had solitary punctuate calcification. Most of the masses had irregular shape with indistinct or microlobulated margins. For the 9 patients who underwent ultrasonography (US), 9 masses were depicted, all of which were hypoechoic, mostly with irregular shape and without acoustic phenomena. Different types of acoustic phenomena were also identified. One patient had developed distant metastases during follow-up. NEBC has a variety of presentations, but it is mostly observed on mammograms as a dense, irregular mass with indistinct or microlobulated margins. Sonographically, it typically presents as an irregular, heterogeneously hypoechoic mass with normal sound transmission. Histories of nipple discharge and calcification observed using imaging are not rare.


Subject(s)
Breast Neoplasms/diagnostic imaging , Carcinoma, Neuroendocrine/diagnostic imaging , Mammography , Ultrasonography, Mammary , Adult , Aged , Biopsy, Fine-Needle , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Calcinosis/diagnostic imaging , Carcinoma, Neuroendocrine/metabolism , Carcinoma, Neuroendocrine/pathology , Chromogranin A/metabolism , Female , Follow-Up Studies , Humans , Ki-67 Antigen/metabolism , Lymphatic Metastasis , Middle Aged , Phosphopyruvate Hydratase/metabolism , Receptors, Estrogen/metabolism , Receptors, Progesterone/metabolism , Synaptophysin/metabolism
11.
Comput Biol Med ; 150: 106135, 2022 11.
Article in English | MEDLINE | ID: mdl-36166989

ABSTRACT

BACKGROUND: Neuropathic pain is a common chronic pain, characterized by spontaneous pain and mechanical allodynia. The incidence of neuropathic pain is on the rise due to infections, higher rates of diabetes and stroke, and increased use of chemotherapy drugs in cancer patients. At present, due to its pathophysiological process and molecular mechanism remaining unclear, there is a lack of effective treatment and prevention methods in clinical practice. Now, we use bioinformatics technology to integrate and filter hub genes that may be related to the pathogenesis of neuropathic pain, and explore their possible molecular mechanism by functional annotation and pathway enrichment analysis. METHODS: The expression profiles of GSE24982, GSE2884, GSE2636 and GSE30691 were downloaded from the Gene Expression Omnibus(GEO)database, and these datasets include 93 neuropathic pain Rattus norvegicus and 59 shame controls. After the four datasets were all standardized by quantiles, the differentially expressed genes (DEGs) between NPP Rattus norvegicus and the shame controls were finally identified by the robust rank aggregation (RRA) analysis method. In order to reveal the possible underlying biological function of DEGs, the Gene Ontology (GO) functional annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) Pathway enrichment analysis of DEGs were performed. In addition, a Protein-protein Interaction (PPI) network was also established. At the end of our study, a high throughput sequencing dataset GSE117526 was used to corroborate our calculation results. RESULTS: Through RRA analysis of the above four datasets GSE24982, GSE2884, GSE2636, and GSE30691, we finally obtained 231 DEGs, including 183 up-regulated genes and 47 down-regulated genes. Arranging 231 DEGs in descending order according to |log2 fold change (FC)|, we found that the top 20 key genes include 14 up-regulated genes and 6 down-regulated genes. The most down-regulated hub gene abnormal expressed in NPP was Egf17 (P-value = 0.008), Camk2n2 (P-value = 0.002), and Lep (P-value = 0.02), and the most up-regulated hub gene abnormal expressed in NPP was Nefm (P-value = 1.08E-06), Prx (P-value = 2.68E-07), and Stip1 (P-value = 4.40E-07). In GO functional annotation analysis results, regulation of ion transmembrane transport (GO:0034765; P-value = 1.45E-09) was the most remarkable enriched for biological process, synaptic membrane (GO:0097060; P-value = 2.95E-08) was the most significantly enriched for cellular component, channel activity (GO:0015267; P-value = 2.44E-06) was the most prominent enriched for molecular function. In KEGG pathway enrichment analysis results, the top three notable enrichment pathways were Neuroactive ligand-receptor interaction (rno04080; P-value = 3.46E-08), Calcium signaling pathway (rno04020; P-value = 5.37E-05), and Osteoclast differentiation (rno04380; P-value = 0.000459927). Cav1 and Lep appeared in the top 20 genes in both RRA analysis and PPI analysis, while Nefm appeared in RRA analysis and datasets GSE117526 validation analysis, so we finally identified these three genes as hub genes. CONCLUSIONS: Our research identified the hub genes and signal pathways of neuropathic pain, enriched the pathophysiological mechanism of neuropathic pain to some extent, and provided a possible basis for the targeted therapy of neuropathic pain.


Subject(s)
Gene Expression Profiling , Neuralgia , Humans , Rats , Animals , Gene Expression Profiling/methods , Protein Interaction Maps/genetics , Neuralgia/genetics , Databases, Genetic , Computational Biology/methods
12.
Radiother Oncol ; 156: 113-119, 2021 03.
Article in English | MEDLINE | ID: mdl-33310007

ABSTRACT

PURPOSE: To evaluate how prevertebral space involvement (PSI) and degree of tumor extension within the space affects prognosis in nasopharyngeal carcinoma (NPC). PARTICIPANTS AND METHODS: Data of patients with newly-diagnosed nonmetastatic NPC (n = 757) were retrospectively analyzed. Patients were separated into groups according to presence or absence of PSI and degree of tumor spread. Overall survival (OS), failure-free survival (FFS), local relapse-free survival (LRFS), and distant metastasis-free survival (DMFS) were compared between the groups. RESULTS: Prevalence of PSI, simple prevertebral muscle involvement (PMI), and behind prevertebral muscle involvement (BPMI) were 44.9% (340/757), 22.5% (170/757), and 22.5% (170/757), respectively. OS, FFS, LRFS, and DMFS for patients with and without PSI were 64% vs. 84.8%, 68% vs. 85.6%, 85.8% vs. 94.4%, and 78.5% vs. 92.8%, respectively (all P < 0.001). PSI was an independent predictor of OS, FFS, LRFS, and DMFS. OS, FFS, and DMFS for patients with simple PMI and with BPMI were 72.7% vs. 54.8% (P = 0.002), 75.8% vs. 59.8% (P = 0.003), and 85.5% vs. 71.2% (P = 0.002), respectively. Degree of PSI extension was related to OS, FFS, and DMFS. OS, FFS, LRFS, and DMFS were significantly poorer in patients with PSI in T2-3 stage than in patients without PSI in T3 stage (P < 0.05), but comparable to those in patients with T4 stage (P > 0.05). CONCLUSIONS: PSI predicts poor prognosis in NPC. Survival is poorer in patients with BPMI than in those with simple PMI. NPC with PSI should be classified as T4 stage.


Subject(s)
Nasopharyngeal Neoplasms , Radiotherapy, Intensity-Modulated , Humans , Magnetic Resonance Imaging , Nasopharyngeal Carcinoma , Nasopharyngeal Neoplasms/pathology , Neoplasm Recurrence, Local , Neoplasm Staging , Prognosis , Retrospective Studies
13.
Radiother Oncol ; 155: 219-225, 2021 02.
Article in English | MEDLINE | ID: mdl-33217495

ABSTRACT

PURPOSE: To assess the impact of tumor necrosis on treatment sensitivity and long-term survival in patients with nasopharyngeal carcinoma (NPC) treated using intensity-modulated radiation therapy (IMRT). PARTICIPANTS AND METHODS: In total, 757 patients with non-metastatic, histologically confirmed NPC were retrospectively examined. All patients were treated using IMRT; 93.7% patients with stage T3-T4/N1-N3 disease also received cisplatin-based chemotherapy. RESULTS: The incidence rates of tumor necrosis in primary tumor, retropharyngeal lymph nodes, neck lymph nodes, and total tumor were 2%, 17.7%, 21.5%, and 31.4%. Overall, 40.8% patients with necrosis of the total tumor achieved complete response (CR) and 54.7% patients without tumor necrosis achieved CR at the end of treatment (χ2 = 12.728, P < 0.001). The estimated 7-year overall survival (OS), failure-free survival (FFS), distant metastasis-free survival (DMFS), and loco-regional relapse-free survival (LRRFS) for patients with tumor necrosis and without tumor necrosis of the total tumor were 68.5% vs. 88.4%, 70.5% vs. 88.1%, 77.6% vs. 90.6%, and 85.9% vs. 91.3%, respectively (all P < 0.001). Multivariate analyses indicated that necrosis of the total tumor was an independent predictor of OS, FFS, DMFS, and LRRFS. The impact of lymph node necrosis on long-term survival was similar to that of necrosis of the total tumor. ROC curves verified that inclusion of lymph node necrosis improved the predictive value of the current N classification criteria (P = 0.006). CONCLUSIONS: Tumor necrosis served as a predictor of treatment sensitivity and poor prognosis for patients with NPC. Lymph node necrosis significantly improved the prognostic value of the current N classification criteria for NPC.


Subject(s)
Carcinoma , Nasopharyngeal Neoplasms , Radiotherapy, Intensity-Modulated , Carcinoma/pathology , Carcinoma/therapy , Disease-Free Survival , Humans , Nasopharyngeal Carcinoma/therapy , Nasopharyngeal Neoplasms/pathology , Nasopharyngeal Neoplasms/radiotherapy , Necrosis , Neoplasm Recurrence, Local/pathology , Neoplasm Staging , Prognosis , Retrospective Studies
14.
Front Oncol ; 11: 565755, 2021.
Article in English | MEDLINE | ID: mdl-33912439

ABSTRACT

OBJECTIVE: To evaluate the effectiveness of a novel computerized quantitative analysis based on histopathological and computed tomography (CT) images for predicting the postoperative prognosis of esophageal squamous cell carcinoma (ESCC) patients. METHODS: We retrospectively reviewed the medical records of 153 ESCC patients who underwent esophagectomy alone and quantitatively analyzed digital histological specimens and diagnostic CT images. We cut pathological images (6000 × 6000) into 50 × 50 patches; each patient had 14,400 patches. Cluster analysis was used to process these patches. We used the pathological clusters to all patches ratio (PCPR) of each case for pathological features and we obtained 20 PCPR quantitative features. Totally, 125 computerized quantitative (20 PCPR and 105 CT) features were extracted. We used a recursive feature elimination approach to select features. A Cox hazard model with L1 penalization was used for prognostic indexing. We compared the following prognostic models: Model A: clinical features; Model B: quantitative CT and clinical features; Model C: quantitative histopathological and clinical features; and Model D: combined information of clinical, CT, and histopathology. Indices of concordance (C-index) and leave-one-out cross-validation (LOOCV) were used to assess prognostic model accuracy. RESULTS: Five PCPR and eight CT features were treated as significant indicators in ESCC prognosis. C-indices adjusted for LOOCV were comparable among four models, 0.596 (Model A) vs. 0.658 (Model B) vs. 0.651 (Model C), and improved to 0.711with Model D combining information of clinical, CT, and histopathology (all p<0.05). Using Model D, we stratified patients into low- and high-risk groups. The 3-year overall survival rates of low- and high-risk patients were 38.0% and 25.0%, respectively (p<0.001). CONCLUSION: Quantitative prognostic modeling using a combination of clinical data, histopathological, and CT images can stratify ESCC patients with surgery alone into high-risk and low-risk groups.

15.
Zhonghua Yi Xue Za Zhi ; 88(21): 1503-6, 2008 Jun 03.
Article in Zh | MEDLINE | ID: mdl-18953860

ABSTRACT

OBJECTIVE: To investigate quantitatively the proliferation of tumors in characteristic of either expansive or infiltrative growth pattern. METHODS: The CT/MRI images of 34 tumor patients with 6 different pathological types were adopted to undergo quantitative evaluation of the growth pattern of these tumors. Three key parameters, fractal dimension (Df) of the border between the tumor and neighboring tissues, degree of heterogeneity (H), and clumsiness (C) inside the tumor, were computed numerically. RESULTS: The Df values of the infiltrative tumors were higher than those of the expansive tumors, thus revealing the more evident complexity and openness of the border of infiltrative tumor. Heterogeneity and clumsiness existed within both expansive and infiltrative tumors. The clumsiness derived from heterogeneity and they were correlated positively with each other. The growth coefficient of clumsiness of the expansive tumor was greater than that of the infiltrative tumor. CONCLUSION: The method to analyze the fractal dimension of tumor border, and degrees of heterogeneity and clumsiness within a tumor presented in this paper gives some enlightenment to the fundamental research in characterizing tumor growth and shows practical value in clinical diagnosis of tumor, and may be of benefit to the quantitative evaluation of radiological images and computer-aided diagnosis.


Subject(s)
Magnetic Resonance Imaging/methods , Neoplasms/pathology , Tomography, X-Ray Computed/methods , Humans , Neoplasms/diagnostic imaging , Radionuclide Imaging , Reproducibility of Results , Tumor Burden
16.
Zhonghua Zhong Liu Za Zhi ; 29(10): 754-8, 2007 Oct.
Article in Zh | MEDLINE | ID: mdl-18396687

ABSTRACT

OBJECTIVE: The purpose of this study is to investigate the incidence, distribution and spread pattern of retropharyngeal lymph node (RLN) metastasis in the patient with nasopharyngeal carcinoma (NPC) using magnetic resonance imaging (MRI). METHODS: MRI data of 294 patients with newly diagnosed NPC were reviewed retrospectively. Criteria for RLN metastasis were the minimal axial dimension of > or = 6 mm, or the presence of nodal necrosis. RESULTS: RLN involvement was detected in 165 (56.1%) patients. The incidence of metastatic lateral RLN decreased gradually from C1 to C3 level. A significantly higher incidence of metastatic RLN was observed in the patients with cancerous involvement of oropharynx, nasal cavity, pre-styloid parapharyngeal space, post-styloid parapharyngeal space or with cervical lymph node metastasis. Thirty-one patients (10.5%) had metastatic RLN only, and 54 (18.4%) showed metastatic cervical lymph nodes only, but 134 (45.6%) exhibited an involvement of both the RLN and cervical lymph node. A significantly lower incidence of metastatic RLN was found in T1, N0, and stage I disease. CONCLUSION: The incidence of metastatic lateral retropharyngeal lymph node decreases gradually from C1 to C3 level. Metastatic retropharyngeal lymph node is associated with cancerous involvement of surrounding tissue by primary tumor or with cervical lymph node metastasis. Retropharyngeal lymph node or cervical level II node can be considered equally as the first station of nodal metastasis in nasopharyngeal carcinoma.


Subject(s)
Lymph Nodes/pathology , Lymphatic Metastasis/pathology , Magnetic Resonance Imaging , Nasopharyngeal Neoplasms/pathology , Adult , Aged , Female , Humans , Male , Middle Aged , Nasopharyngeal Neoplasms/diagnosis , Neck , Neoplasm Invasiveness , Neoplasm Staging , Pharynx , Retrospective Studies , Young Adult
17.
Zhonghua Yi Xue Za Zhi ; 87(4): 240-3, 2007 Jan 23.
Article in Zh | MEDLINE | ID: mdl-17425867

ABSTRACT

OBJECTIVE: To synthesize a novel gadolinium-loaded nanoparticle as a molecular imaging contrast agent for magnetic resonance imaging. METHODS: Gadolinium ion was incorporated within a silica nanoparticle. The size of this nanosized particle was determined by using transmission electron microscope. The spin-echo (SE) images of nine nanoparticle dilutions in vitro were obtained from a 1.5 T clinical scanner, compared with gadolinium diethylene triaminepenta acetate (Gd-DTPA). In vivo distribution of nanoparticle in Balb/c nude mice and Balb/c nude mice with nasopharyngeal carcinoma (NPC) xenografted CNE-2 tumors was studied at MR imaging, 30 sec, 5 min, 30 min, 1 h, 2 h, 4 h, and 24 h after intravenous administration. RESULTS: The gadolinium-loaded nanoparticle was short rod-shaped, and approximately 30 to 40 nm in diameter. The value of longitudinal relaxativity (r(1)) of gadolinium nanoparticle was much higher than that of Gd-DTPA. Thirty minutes after injection the gadolinium nanoparticle, the signal intensities of liver, kidney and xenografted tumor increased from 226 +/- 10, 283 +/- 7 and 195 +/- 5 to 352 +/- 12, 328 +/- 10 and 245 +/- 7, respectively. The dynamic MRI scanning showed that gadolinium nanoparticles were mainly distributed in liver after intravenous administration. Strong enhancement was also detected in CNE-2 xenografted tumors. CONCLUSION: A new gadolinium-loaded nanoparticle with high relaxativity was synthesized successfully, and might serve as a carrier for magnetic resonance molecular imaging.


Subject(s)
Contrast Media/pharmacokinetics , Gadolinium DTPA/pharmacokinetics , Magnetic Resonance Spectroscopy/methods , Animals , Cell Line, Tumor , Contrast Media/chemistry , Female , Gadolinium DTPA/chemistry , Humans , Mice , Mice, Inbred BALB C , Mice, Nude , Microscopy, Electron, Transmission , Nanostructures/chemistry , Nanostructures/ultrastructure , Nasopharyngeal Neoplasms/metabolism , Nasopharyngeal Neoplasms/pathology , Neoplasm Transplantation , Neoplasms, Experimental/metabolism , Neoplasms, Experimental/pathology , Particle Size , Transplantation, Heterologous
18.
J Cancer ; 8(18): 3718-3724, 2017.
Article in English | MEDLINE | ID: mdl-29151959

ABSTRACT

Background: This study evaluated the survival outcomes and toxicities of intensity-modulated radiation therapy (IMRT) based on the RTOG 0225/0615 RT protocols in patients with nasopharyngeal carcinoma (NPC) from a region of China where this tumor type is endemic. Methods: A total of 455 patients with non-metastatic, histologically-confirmed NPC were retrospectively reviewed. All patients were treated by IMRT using the RTOG 0225/0615 RT protocols; 91.1% (288/316) of patients with stage III-IVb NPC received concurrent chemotherapy +/- induction chemotherapy or adjuvant chemotherapy. Results: Estimated four-year overall survival (OS), failure free survival (FFS), local relapse free survival (LRFS), regional relapse free survival (RRFS) and distant metastasis free survival (DMFS) were 83.8%, 80.5%, 94.3%, 96.7% and 85.8%, respectively. T and N category were significant prognostic factors for OS, FFS, RRFS and DMFS; and T category, for LRFS. In-field failure was the major loco-regional failure pattern. During RT, 206 (45.3%) patients experienced acute grade 3-4 toxicities. The most common acute toxicity was mucositis; 124 (27.2%) patients experienced grade 3-4 mucositis; 46 (10.1%) experienced serious late toxicities. The most common late toxicity was MRI-detected radiation-induced temporal lobe necrosis (6.8%). Conclusions: The RTOG IMRT protocols are feasible for patients with NPC from the endemic regions of China.

19.
Int J Radiat Oncol Biol Phys ; 66(3): 721-30, 2006 Nov 01.
Article in English | MEDLINE | ID: mdl-17011448

ABSTRACT

PURPOSE: To investigate the incidence, distribution, and spread pattern of retropharyngeal lymph node (RLN) involvement in patients with nasopharyngeal carcinoma (NPC) by using magnetic resonance imaging (MRI). METHODS AND MATERIALS: The MR images of 275 patients with newly diagnosed NPC were reviewed retrospectively. Nodes were classified as metastatic based on size criteria, the presence of nodal necrosis, and extracapsular spread. RESULTS: Retropharyngeal lymph node involvement was detected in 175 (63.6%) patients. Metastatic RLNs were seen at the following levels: occipital bone, 24 (9.6%) nodes; C1, 157 (62.5%) nodes; C1/2, 40 (15.9%) nodes; C2, 27 (10.8%) nodes; C2/3, 1 (0.4%) node; and C3, 2 (0.8%) nodes. The incidence of RLN involvement was equal to the incidence of cervical lymph node involvement (81.4% vs. 81.4%) in 215 patients with nodal metastases. A significantly higher incidence of metastatic RLNs was observed in the presence of oropharynx, prestyloid parapharyngeal space, post-styloid parapharyngeal space, longus colli muscle, medial pterygoid muscle, levator muscle of velum palatini, tensor muscle of velum palatini, Level II node, Level III node, and Level V node involvement. A significantly lower incidence of metastatic RLNs was found in T1, N0, and Stage I disease. Conversely, no significant difference in the incidence of metastatic RLNs was observed between T1, 2, and, 3; N2 and N3; or Stage II, III, and IV disease. CONCLUSIONS: There is an orderly decrease in the incidence of metastatic lateral RLNs from the C1 to C3 level. Metastatic RLNs associate well with involvement of certain structures in early stage primary tumors and lymph node metastases of the upper jugular chain (Level II, Level III nodes) and the posterior triangle (Level V nodes). Both RLNs and cervical Level II nodes appear to be the first-echelon nodes in NPC.


Subject(s)
Magnetic Resonance Imaging , Nasopharyngeal Neoplasms/pathology , Adult , Female , Humans , Lymph Nodes/pathology , Lymphatic Metastasis/pathology , Male , Necrosis , Neoplasm Staging , Pharynx , Retrospective Studies
20.
Eur J Cardiothorac Surg ; 47(5): 883-9, 2015 May.
Article in English | MEDLINE | ID: mdl-25079775

ABSTRACT

OBJECTIVES: To analyse the clinical and computed tomography (CT) findings related to reactive thymic hyperplasia in order to improve the recognition of this phenomenon and avert over-treatment. METHODS: Fifty-two children with pathologically proven lymphoma developed reactive thymic hyperplasia following chemotherapy, which was confirmed with long-term review and follow-up. The clinical and CT findings of these 52 children were retrospectively analysed. RESULTS: The median follow-up period for the whole study group was 32.9 months. Fifty-one children survived free of disease; 23 of these had been with tumour invasion and the remaining 29 without. The median period from complete remission (CR) of the mediastinal lesions to the date of recurrent mediastinal masses was 8.6 months, which was not statistically significantly different from that of 9.5 months from commencement of treatment to the date of newly developed mediastinal masses (P = 0.495). The median maximal diameters of the recurrent and newly developed mediastinal masses were not significantly different (P = 0.091). All of the 52 cases presented with a single mediastinal mass; 42 masses (42/52, 81%) of those showed trapezoidal or triangular shapes and were well-circumscribed; 10 masses (10/52, 19%) manifested diffuse shapes and were ill-circumscribed. Forty-two masses (42/52, 81%) showed homogeneous density. All of the masses revealed mild enhancement after contrast administration. Forty-two masses (42/52, 81%) slightly displaced and 10 masses (10/52, 19%) partly surrounded adjacent vessels. After long-term follow-up, 42 masses (42/52, 81%) shrank naturally, and 10 (10/52, 19%) remained unchanged. CONCLUSIONS: Reactive thymic hyperplasia can, and often does, occur in children receiving regular chemotherapy for lymphoma, regardless of whether the tumour initially invades the mediastinum. Knowing the characteristic CT findings of this benign entity is helpful in differentiating it from residual or recurrent lymphoma and averting unnecessary treatment.


Subject(s)
Antineoplastic Agents/adverse effects , Lymphoma/drug therapy , Mediastinal Neoplasms/drug therapy , Medical Overuse/prevention & control , Thymus Hyperplasia/chemically induced , Tomography, X-Ray Computed , Adolescent , Antineoplastic Agents/therapeutic use , Child , Child, Preschool , Female , Follow-Up Studies , Humans , Lymphoma/diagnostic imaging , Male , Mediastinal Neoplasms/diagnostic imaging , Remission Induction , Retrospective Studies , Thymus Hyperplasia/diagnostic imaging
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