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1.
BMC Med Imaging ; 23(1): 184, 2023 11 13.
Article in English | MEDLINE | ID: mdl-37957581

ABSTRACT

BACKGROUND: To explore the value of magnetic resonance angiography (MRA) and high resolution magnetic resonance vessel wall imaging (HRMR-VWI) in cervicocranial artery dissection (CCAD) for the disease diagnosis, course staging and treatment. On the basis of qualitative evaluation, this study also extract the changes of different stages in vessel wall in different vessel segments to identify imaging indicators for the quantitative evaluation of CCAD. METHODS: We retrospectively enrolled 34 patients with CCAD (38branches) with conventional MRA and HRMR-VWI examinations. Two radiologists independently analyzed imaging features of vessel wall and lumen in the different stages, and the typical sign detection of artery dissection were compared between MRA and HRMR-VWI. Then the parameters of vessel wall was quantitatively evaluated by the post-processing software (Vesselmass, Leiden University Medical Center, Leiden, The Netherlands. RESULTS: HRMR-VWI revealed typical sign detection of artery dissection in all patients in the acute and subacute stage. Among them, the intimal flap/double lumen sign ditection were more common than the MRA, there was significant difference (P = 0.012). MRA revealed typical sign detection of artery dissection in more than half the patients, and the detection was no significant difference at the chronic stage between MRA and HRMR-VWI (P = 1.000/1.000/0.761). In the acute and subacute stage, the typical sign detection of intramural hematoma and Grade II enhancement revealed by HR-MRI was higher than the observations in the chronic stage (P = 0.000/0.000/0.016), while there was no significant difference by MRA (P = 0.902). The values of wall thickness, relative signal intensity of vessel wall enhancement, relative signal intensity of intramural hematoma (IMH), and percentage of stenosis in CCAD decreased from acute to subacute and then to chronic stages. Each quantitative parameter in patients with CCAD in the early stages (i.e., acute and subacute stages) was significantly different from that in patients with CCAD in the recovered group at chronic stage (P < 0.05). Wall thickness and relative signal intensity of vessel wall enhancement in patients with CCAD in the early stages were not significantly different from those in patients with CCAD in the incompletely recovered group at chronic stage (P > 0.05). CONCLUSIONS: As the only noninvasive imaging technology, HRMR-VWI displays the structure of the vessel wall in vivo, showing not only excellent performance in the early diagnosis of CCAD, but also describing the changes of different stages in the qualitative and quantitative characteristics of vessel wall. It also helps to guide the diseasediagnosis, course staging and treatment of CCAD. Although the diagnostic efficacy of MRA was not as good as HRMR-VWI, it should be the first choice of method for routine examination in evaluating CCAD, especially at the chronic stage of CCAD.


Subject(s)
Aortic Dissection , Magnetic Resonance Angiography , Humans , Magnetic Resonance Angiography/methods , Retrospective Studies , Magnetic Resonance Imaging , Aortic Dissection/diagnostic imaging , Magnetic Resonance Spectroscopy , Hematoma , Arteries
2.
Int J Nanomedicine ; 18: 6743-6761, 2023.
Article in English | MEDLINE | ID: mdl-38026528

ABSTRACT

Background: Numerous preclinical investigations have exhibited the beneficial impact of emodin (EMO) on the management of severe acute pancreatitis (SAP)-associated acute lung injury (ALI). However, the potential of EMO to mitigate organ damage through the modulation of exosome (Exo)-specific miRNA expression profiles remains unclear. Methods: The SAP rat model was established by retrograde injection of 5% sodium taurocholate into the pancreatic bile duct. Rats received intragastric administration of EMO at 2 h and 12 h post-modeling. Plasma and bronchoalveolar lavage fluid (BALF)-derived exosomes were isolated and purified from SAP rats treated with EMO. The therapeutic effects of these Exos in SAP rats were assessed using hematoxylin-eosin staining and measurement of inflammatory factor levels. MicroRNA (miRNA) sequencing was conducted on plasma and BALF-derived Exos, and rescue experiments were performed to investigate the function of NOVEL miR-29a-3p in the treatment of SAP using EMO. Results: EMO exhibits ameliorative effects on pancreatic and lung injury and inflammation in rats with SAP. Plasma/BALF-derived Exos from EMO-treated SAP rats also have therapeutic effects on SAP rats. The miRNA expression profile of plasma and BALF-derived Exos in SAP rats underwent significant changes upon exposure to EMO. In particular, 34 differentially expressed miRNAs (DEmiRNAs) were identified when comparing BALF-SAP+EMO-Exo and BALF-SAP-Exo. 39 DEmiRNAs were identified when comparing plasma-SAP+EMO-Exo to plasma-SAP-Exo. We found that SAP rats treated with Exos derived from BALF exhibited a more potent therapeutic response than those treated with Exos derived from plasma. EMO may rely on NOVEL-rno-miR-29a-3p expression to prevent pulmonary injury in SAP rats. Conclusion: The mechanism of action of EMO is observed to have a significant impact on the miRNA expression profile of Exos derived from plasma and BALF in SAP rats. NOVEL-rno-miR-29a-3p, which is specific to Exos, and is derived from BALF, may play a crucial role in the therapeutic efficacy of EMO.


Subject(s)
Acute Lung Injury , Emodin , Exosomes , MicroRNAs , Pancreatitis , Rats , Animals , Pancreatitis/chemically induced , Pancreatitis/drug therapy , Emodin/pharmacology , Acute Disease , Exosomes/metabolism , Acute Lung Injury/drug therapy , MicroRNAs/genetics , MicroRNAs/metabolism
3.
ACS Omega ; 8(39): 35523-35537, 2023 Oct 03.
Article in English | MEDLINE | ID: mdl-37810708

ABSTRACT

Acute lung injury (ALI) is a clinically life-threatening form of respiratory failure with a mortality of 30%-40%. Acute respiratory distress syndrome is the aggravated form of ALI. Exosomes are extracellular lipid vesicles ubiquitous in human biofluids with a diameter of 30-150 nm. They can serve as carriers to convey their internal cargo, particularly microRNA (miRNA), to the target cells involved in cellular communication. In disease states, the quantities of exosomes and the cargo generated by cells are altered. These exosomes subsequently function as autocrine or paracrine signals to nearby or distant cells, regulating various pathogenic processes. Moreover, exosomal miRNAs from multiple stem cells can provide therapeutic value for ALI by regulating different signaling pathways. In addition, changes in exosomal miRNAs of biofluids can serve as biomarkers for the early diagnosis of ALI. This study aimed to review the role of exosomal miRNAs produced by different sources participating in various pathological processes of ALI and explore their potential significance in the treatment and diagnosis.

4.
Cereb Cortex ; 33(22): 11025-11035, 2023 11 04.
Article in English | MEDLINE | ID: mdl-37746803

ABSTRACT

This work explored neural network changes in early Parkinson's disease: Resting-state functional magnetic resonance imaging was used to investigate functional alterations in different stages of Parkinson's disease (PD). Ninety-five PD patients (50 early/mild and 45 early/moderate) and 37 healthy controls (HCs) were included. Independent component analysis revealed significant differences in intra-network connectivity, specifically in the default mode network (DMN) and right frontoparietal network (RFPN), in both PD groups compared to HCs. Inter-network connectivity analysis showed reduced connectivity between the executive control network (ECN) and DMN, as well as ECN-left frontoparietal network (LFPN), in early/mild PD. Early/moderate PD exhibited decreased connectivity in ECN-LFPN, ECN-RFPN, ECN-DMN, and DMN-auditory network, along with increased connectivity in LFPN-cerebellar network. Correlations were found between ECN-DMN and ECN-LFPN connections with UPDRS-III scores in early/mild PD. These findings suggest that PD progression involves dysfunction in multiple intra- and inter-networks, particularly implicating the ECN, and a wider range of abnormal functional networks may mark the progression of the disease.


Subject(s)
Brain , Parkinson Disease , Humans , Brain Mapping/methods , Parkinson Disease/diagnostic imaging , Magnetic Resonance Imaging , Neural Networks, Computer
5.
Rev. int. med. cienc. act. fis. deporte ; 23(90): 1-12, jun. 2023. ilus, tab, graf
Article in English | IBECS | ID: ibc-222599

ABSTRACT

Objective: To investigate the value of 3.0T high-resolution magnetic resonance imaging (HR-MRI) in the diagnosis of plaque in the vessel wall of middle cerebral artery stenosis. Methods: 41 patients with middle cerebral artery stenosis admitted from January 2018 to January 2020 were selected for the study, all of whom underwent HR-MRI, and the diagnostic results of digital subtraction angiography (DSA) were used as the gold standard to compare HR-MRI findings in middle cerebral artery stenosis with DSA diagnostic results. The NWI and responsible plaque heights of non-ischemic stroke and ischemic stroke patients at 6 months, 12 months, 18 months and 24 months after discharge were compared. Results: 41 patients were found to have stenosis in 49 middle cerebral arteries by DSA, including 33 cases of unilateral stenosis and 8 cases of bilateral stenosis. The diagnostic accuracy, specificity and sensitivity of HR-MRI in middle cerebral artery stenosis were 93.90% (77/82), 90.91% (30/33), 95.92% (47/49). There was no obvious distinction in NWI and responsible plaque height at 6, 12, 18 and 24 months after discharge in patients with ischemic stroke (P > 0.05). When comparing NWI and responsible plaque height at corresponding time points after discharge in non-ischemic stroke patients, the distinctions were not obvious (P > 0.05). Compared with the group of ischemic stroke, the non-ischemic stroke group NWI was lower at corresponding time points (P < 0.05). No obvious distinctions were found between the group of ischemic stroke and the group of non-ischemic stroke in terms of responsible plaque height at 6, 12, 18 and 24 months after discharge (P > 0.05). (AU)


Subject(s)
Humans , Male , Female , Middle Aged , Aged , Aged, 80 and over , Constriction, Pathologic/diagnostic imaging , Middle Cerebral Artery , Diffusion Magnetic Resonance Imaging/methods , Athletes
6.
Front Pharmacol ; 14: 1189486, 2023.
Article in English | MEDLINE | ID: mdl-37251314

ABSTRACT

Background: Severe acute pancreatitis (SAP) is a severe form of acute pancreatitis with the potential to cause life-threatening complications. Patients with acute SAP require surgical intervention and are admitted to the intensive care unit for non-invasive ventilation. Dexmedetomidine (Dex) is currently used by intensive care clinicians and anaesthesiologists as an adjunctive sedative. Therefore, the clinical availability of Dex makes it easier to implement in SAP treatment than developing new drugs. Methods: Randomly dividing thirty rats into sham-operated (Sham), SAP, and Dex groups. The severity of pancreatic tissue injury in each rat was assessed by Hematoxylin and eosin (HE) staining. Serum amylase activity and inflammatory factor levels were measured using commercially available kits. The expressions of necroptosis-related proteins, myeloperoxidase (MPO), CD68, and 4-hydroxy-trans-2-nonenal (HNE) were detected using immunohistochemistry (IHC). Transferase-mediated dUTP nick-end labeling (TUNEL) staining was utilized to identify pancreatic acinar cell apoptosis. The subcellular organelle structure of pancreatic acinar cells was observed using transmission electron microscopy. The regulatory effect of Dex on the gene expression profile of SAP rat pancreas tissue was investigated using RNA sequencing. We screened for differentially expressed genes (DEGs). Quantitative real-time PCR (qRT-PCR) measured critical DEG mRNA expression in rat pancreatic tissues. Results: Dex attenuated SAP-induced pancreatic injury, infiltration of neutrophils and macrophages, and oxidative stress. Dex inhibited the expression of necroptosis-associated proteins RIPK1, RIPK3, and MLKL and alleviated apoptosis in acinar cells. Dex also mitigated the structural damage caused by SAP to mitochondria and endoplasmic reticulum. Dex inhibited SAP-induced 473 DEGs, as determined by RNA sequencing. Dex may regulate SAP-induced inflammatory response and tissue damage by inhibiting the toll-like receptor/nuclear factor κB (TLR/NF-κB) signaling pathway and neutrophil extracellular trap formation. Conclusion: This study elucidated the remarkable effect of Dex against SAP and investigated the potential mechanism of action, providing an experimental base for the future clinical application of Dex in the treatment of SAP.

7.
Sci Rep ; 13(1): 2910, 2023 02 19.
Article in English | MEDLINE | ID: mdl-36801902

ABSTRACT

To determine the prognostic CT features in patients with untreated thymic epithelial tumors (TETs). Clinical data and CT imaging features of 194 patients with pathologically confirmed TETs were retrospectively reviewed. The subjects included 113 male and 81 female patients between 15 and 78 years of age, with a mean age of 53.8 years. Clinical outcomes were categorized according to whether relapse, metastasis or death occurred within 3 years after the first diagnosis. Associations between clinical outcomes and CT imaging features were determined using univariate and multivariate logistic regression analyses, while the survival status was analyzed by Cox regression. In this study, we analyzed 110 thymic carcinomas, 52 high-risk thymomas and 32 low-risk thymomas. Percentages of poor outcome and patient death in thymic carcinomas were much higher than those in patients with high-risk and low-risk thymomas. In the thymic carcinomas groups, 46 patients (41.8%) experienced tumor progression, local relapse or metastasis and were categorized as having poor outcomes; vessel invasion and pericardial mass were confirmed to be independent predictors by logistic regression analysis (p < 0.01). In the high-risk thymoma group, 11 patients (21.2%) were categorized as having poor outcomes, and the CT feature pericardial mass was confirmed to be an independent predictor (p < 0.01). In survival analysis, Cox regression showed that CT features of lung invasion, great vessel invasion, lung metastasis and distant organ metastasis were independent predictors for worse survival in the thymic carcinoma group (p < 0.01), while lung invasion and pericardial mass were independent predictors for worse survival in high-risk thymoma group. No CT features were related to poor outcome and worse survival in the low-risk thymoma group. Patients with thymic carcinoma had poorer prognosis and worse survival than those with high-risk or low-risk thymoma. CT can serve as an important tool for predicting the prognosis and survival of patients with TETs. In this cohort, CT features of vessel invasion and pericardial mass were related to poorer outcomes in those with thymic carcinoma and pericardial mass in those with high-risk thymoma. Features including lung invasion, great vessel invasion, lung metastasis and distant organ metastasis indicate worse survival in thymic carcinoma, whereas lung invasion and pericardial mass indicate worse survival in high-risk thymoma.


Subject(s)
Lung Neoplasms , Neoplasms, Glandular and Epithelial , Thymoma , Thymus Neoplasms , Humans , Male , Female , Middle Aged , Thymoma/diagnosis , Prognosis , Retrospective Studies , Neoplasm Recurrence, Local , Thymus Neoplasms/diagnosis , Neoplasms, Glandular and Epithelial/diagnostic imaging
8.
Acta Radiol ; 64(4): 1526-1532, 2023 Apr.
Article in English | MEDLINE | ID: mdl-36171736

ABSTRACT

BACKGROUND: To alleviate the damage caused by nerve root entrapment mediated by lumbosacral disc herniation (LDH), an imaging method that allows quantitative evaluation of the lumbosacral nerve injury is necessary. PURPOSE: To investigate the diagnostic value of magnetic resonance (MR) T2 mapping in nerve root injury caused by LDH. MATERIAL AND METHODS: A total of 70 patients with unilateral sciatic nerve pain and 35 healthy volunteers were divided into three groups: LDH with nerve root entrapment; LDH without nerve root entrapment; and 35 healthy volunteers. All participants underwent 3.0-T MR with T1-weighted (T1W) imaging, T2-weighted (T2W) imaging, and T2-mapping images. T2 was measured and observed with the left and right nerve roots of the L4-S1 segments in healthy volunteers; the differences between the three groups were compared. T2 and the relaxation rate of nerve root injury were analyzed. RESULTS: T2 showed significant differences among the three groups (F = 89.494; P = 0.000), receiver operating characteristic curve revealed that the T2 relaxation threshold was 79 ms, the area under curve (AUC) area was 0.86, sensitivity was 0.77, and specificity was 0.74; the T2 relaxation rate was 1.06, the AUC area was 0.88, sensitivity was 0.74, and specificity was 0.85. CONCLUSION: T2 mapping could quantitatively evaluate the nerve root injury with lumbar disc degeneration. Hence, it can be used for the clinical evaluation of nerve root entrapment caused by LDH.


Subject(s)
Intervertebral Disc Degeneration , Intervertebral Disc Displacement , Intervertebral Disc , Radiculopathy , Humans , Intervertebral Disc Displacement/complications , Intervertebral Disc Displacement/diagnostic imaging , Spinal Nerve Roots/diagnostic imaging , Lumbar Vertebrae/diagnostic imaging , Lumbar Vertebrae/innervation , Radiculopathy/diagnosis , Radiculopathy/etiology , Magnetic Resonance Imaging/methods , Intervertebral Disc Degeneration/complications , Intervertebral Disc Degeneration/diagnostic imaging
9.
Bioengineering (Basel) ; 9(11)2022 Oct 26.
Article in English | MEDLINE | ID: mdl-36354526

ABSTRACT

Acute pancreatitis (AP) is a prevalent clinical condition of the digestive system, with a growing frequency each year. Approximately 20% of patients suffer from severe acute pancreatitis (SAP) with local consequences and multi-organ failure, putting a significant strain on patients' health insurance. According to reports, the lungs are particularly susceptible to SAP. Acute respiratory distress syndrome, a severe type of acute lung injury (ALI), is the primary cause of mortality among AP patients. Controlling the mortality associated with SAP requires an understanding of the etiology of AP-associated ALI, the discovery of biomarkers for the early detection of ALI, and the identification of potentially effective drug treatments. Exosomes are a class of extracellular vesicles with a diameter of 30-150 nm that are actively released into tissue fluids to mediate biological functions. Exosomes are laden with bioactive cargo, such as lipids, proteins, DNA, and RNA. During the initial stages of AP, acinar cell-derived exosomes suppress forkhead box protein O1 expression, resulting in M1 macrophage polarization. Similarly, macrophage-derived exosomes activate inflammatory pathways within endothelium or epithelial cells, promoting an inflammatory cascade response. On the other hand, a part of exosome cargo performs tissue repair and anti-inflammatory actions and inhibits the cytokine storm during AP. Other reviews have detailed the function of exosomes in the development of AP, chronic pancreatitis, and autoimmune pancreatitis. The discoveries involving exosomes at the intersection of AP and acute lung injury (ALI) are reviewed here. Furthermore, we discuss the therapeutic potential of exosomes in AP and associated ALI. With the continuous improvement of technological tools, the research on exosomes has gradually shifted from basic to clinical applications. Several exosome-specific non-coding RNAs and proteins can be used as novel molecular markers to assist in the diagnosis and prognosis of AP and associated ALI.

10.
Zhonghua Wei Zhong Bing Ji Jiu Yi Xue ; 34(8): 875-880, 2022 Aug.
Article in Chinese | MEDLINE | ID: mdl-36177935

ABSTRACT

CCAAT enhancer binding protein ß (C/EBPß), as a nuclear transcription factor necessary for the development of liver, airway epithelium, and adipose tissue, plays a vital role in physiological processes related to cell proliferation, apoptosis, and differentiation. However, the up-regulation of C/EBPß activates signal pathways related to inflammatory response, epithelial-mesenchymal transition, cell proliferation and invasion, immune response, and angiogenesis by regulating a series of downstream genes transcription promotes the development of lung diseases. Therefore, targeting C/EBPß may be a potential treatment strategy for lung diseases. This paper summarizes the regulatory effects of C/EBPß and related signaling pathways in lung infection, asthma, chronic obstructive pulmonary disease, lung injury, pulmonary fibrosis, and lung cancer to provide a theoretical basis for the precision medicine of lung diseases.


Subject(s)
CCAAT-Enhancer-Binding Protein-beta , Pulmonary Fibrosis , CCAAT-Enhancer-Binding Protein-beta/genetics , CCAAT-Enhancer-Binding Protein-beta/metabolism , Cell Differentiation/physiology , Gene Expression Regulation , Humans , Signal Transduction/physiology
11.
J Inflamm Res ; 15: 5247-5263, 2022.
Article in English | MEDLINE | ID: mdl-36120185

ABSTRACT

Objective: C/EBPß, a crucial transcription factor, regulates innate immunity and inflammatory responses. However, the role played by C/EBPß in alveolar macrophage (AM) inflammatory responses remains unknown. This study aimed to investigate the role and mechanism of C/EBPß in alveolar macrophages (AMs) from the transcriptional level and to search for natural compounds targeting C/EBPß. Methods: Rat AMs were infected with Lv-sh-C/EBPß and treated with LPS, and the expression levels of iNOS, TNF-α, IL-6, and IL-1ß were measured by RT-qPCR, Western blotting, and ELISA. Mechanistically, transcriptome sequencing (RNA-seq) revealed changes in gene expression patterns in AMs after LPS stimulation and C/EBPß knockdown. Functional enrichment analyses and rescue experiments identified and validated inflammation-associated cell signaling pathways regulated by C/EBPß. Furthermore, virtual screening was used to search for natural compounds that inhibit C/EBPß with the structure of helenalin as a reference. Results: Following stimulation with LPS, AMs exhibited an increased expression of C/EBPß. C/EBPß knockdown significantly decreased the expression levels of inflammatory mediators. A total of 374 differentially expressed genes (DEGs) were identified between LPS-stimulated C/EBPß knockdown and negative control cells. The NOD-like receptor signaling may be a key target for C/EBPß, according to functional enrichment analyses of the DEGs. Further experiments showed that the muramyl dipeptide (MDP, NOD2 agonist) reversed the downregulation of inflammatory mediators and the NF-κB pathway caused by the C/EBPß knockdown. The virtual screening revealed that N-caffeoyltryptophan, orilotimod, and petasiphenone have comparable pharmacological properties to helenalin (a known C/EBPß inhibitor) and demonstrate a great binding capacity to C/EBPß. Conclusion: Ablation of C/EBPß may attenuate LPS-induced inflammatory damage in AMs by inhibiting the NOD2 receptor signaling pathway. Three natural compounds, N-caffeoyltryptophan, orilotimod, and petasiphenone, may be potential C/EBPß inhibitors.

12.
Transl Cancer Res ; 11(6): 1689-1696, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35836528

ABSTRACT

Background: In recent years, with the development of imaging technology, the accurate diagnosis of precancerous lesions of digestive system and early lymphoma has attracted wide attention in the medical field. Methods: In this study, 82 patients with gastrointestinal diseases, including 32 patients with early gastrointestinal lymphoma and 50 patients with gastrointestinal precancerous lesions, underwent dynamic contrast-enhanced computed tomography (CT) scanning. The difference (δ1, δ2) and ratio (Q1, Q2) of density between arterial phase, portal phase and plain scan were measured and compared, and the receiver operating characteristic (ROC) curve of the subjects was drawn. Results: The results showed no statistically significant differences in the general condition of patients or a difference for the results of the arterial phase δ1 and Q1 between the two groups (P>0.05). However, the portal venous phase δ2 and Q2 in the early lymphoma group and in precancerous lesion group were 29.50±6.05, 41.55±10.10 Hounsfield units (HU), and 1.70±0.05, 2.06±0.31, respectively. The area under the ROC curve (AUC) values for δ2 and Q2 to identify the two diseases were 0.755 and 0.878, respectively. When δ2 and Q2 were 35.63 and 1.86 HU, the specificity was 89.60% and 67.50%, and sensitivity was 89.60% and 64.90%, respectively. When the two indexes, δ2 and Q2, were combined, the specificity and sensitivity of diagnosis were 98.99% and 56.80%, respectively. Conclusions: Dynamic contrast-enhanced CT can effectively distinguish early gastrointestinal lymphoma from precancerous lesions and improve the diagnostic accuracy.

14.
Sci Rep ; 10(1): 19649, 2020 11 12.
Article in English | MEDLINE | ID: mdl-33184424

ABSTRACT

We examined characteristics of chest CT across different time periods for patients with COVID-19 pneumonia in Huizhou, China. This study included 56 COVID-19 patients with abnormal CT acquired between January 22 and March 3, 2020. The 141 scans of 56 patients were classified into four groups (Groups 1-4) based on dates on which scans were obtained at the 1st, 2nd, 3rd week or longer than three weeks after illness onset. Forty-five patients with follow-up scans were categorized into four groups (Groups A-D) according to extent that lesions reduced (≥ 75%, 50-75%, 25-50% and < 25%). Ground-glass opacities (GGO) was prevalent in Groups 1-4 (58.1-82.6%), while percentages of consolidation ranged between 9.7% in Group 4 and 26.2% in Group 2. The highest frequency of fibrous stripes occurred in Group 3 (46.7%). Total CT scores were on average higher in Groups 2-3. Among 45 follow-up patients, 11 (24.4%) of them recovered with lesions reducing ≥ 75%, with the lowest median age and total CT scores on admission. There are temporal patterns of lung abnormalities in COVID-19 patients, with higher extent of lesion involvement occurring in the 2nd and 3rd week. Persisting lung changes indicate some patients may need isolation after discharge from hospital.


Subject(s)
Coronavirus Infections/complications , Lung/diagnostic imaging , Pneumonia, Viral/complications , Pneumonia/complications , Pneumonia/diagnostic imaging , Tomography, X-Ray Computed , Adult , Aged , COVID-19 , Coronavirus Infections/epidemiology , Disease Progression , Female , Follow-Up Studies , Humans , Lung/pathology , Male , Middle Aged , Pandemics , Pneumonia, Viral/epidemiology
15.
J Comput Assist Tomogr ; 44(6): 857-864, 2020.
Article in English | MEDLINE | ID: mdl-31996651

ABSTRACT

PURPOSE: To determine the predictive features of thymic carcinomas and high-risk thymomas using random forest algorithm. METHODS: A total of 137 patients with pathologically confirmed high-risk thymomas and thymic carcinomas were enrolled in this study. Three clinical features and 20 computed tomography features were reviewed. The association between computed tomography features and pathological patterns was analyzed by univariate analysis and random forest. The predictive efficiency of the random forest algorithm was evaluated by receiver operating characteristic curve analysis. RESULTS: There were 92 thymic carcinomas and 45 high-risk thymomas in this study. In univariate analysis, patient age, presence of myasthenia gravis, lesion shape, enhancement pattern, presence of necrosis or cystic change, mediastinal invasion, vessel invasion, lymphadenopathy, pericardial effusion, and distant organ metastasis were found to be statistically different between high-risk thymomas and thymic carcinomas (all P < 0.01). Random forest suggested that tumor shape, lymphadenopathy, and the presence of pericardial effusion were the key features in tumor differentiation. The predictive accuracy for the test data and whole data was 94.73% and 96.35%, respectively. Further receiver operating characteristic curve analysis showed the area under the curve was 0.957 (95% confidence interval, 0.986-0.929). CONCLUSIONS: The random forest model in the present study has high efficiency in predictive diagnosis of thymic carcinomas and high-risk thymomas. Tumor shape, lymphadenopathy, and pericardial effusion are the key features for tumor differentiation. Thymic tumors with irregular shape, the presence of lymphadenopathy, and pericardial effusion are highly indicative of thymic carcinomas.


Subject(s)
Image Interpretation, Computer-Assisted/methods , Thymoma/diagnostic imaging , Thymus Neoplasms/diagnostic imaging , Tomography, X-Ray Computed/methods , Adolescent , Adult , Aged , Algorithms , Female , Humans , Male , Middle Aged , Predictive Value of Tests , Thymus Gland/diagnostic imaging , Young Adult
16.
Article in English | MEDLINE | ID: mdl-31315275

ABSTRACT

BACKGROUND: Modern urban travel includes mixtures of transit options, which potentially impact individual pollution exposures and health. This study aims to investigate variations in traffic-related air pollution and noise levels experienced in traffic in Chengdu, China. METHODS: Real-time PM2.5, black carbon (BC), and noise levels were measured for four transportation modes (car, bus, subway, and shared bike) on scripted routes in three types of neighborhoods (urban core, developing neighborhood, and suburb). Each mode of transportation in each neighborhood was sampled five times in summer and winter, respectively. After quality control, mixed effect models were built for the three pollutants separately. RESULTS: Air pollutants had much higher concentrations in winter. Urban Core had the highest PM2.5 and BC concentrations across seasons compared to the other neighborhoods. The mixed effect model indicated that car commutes were associated with lower PM2.5 (-34.4 µg/m3; 95% CI: -47.5, -21.3), BC (-2016.4 ng/m3; 95% CI: -3383.8, -648.6), and noise (-9.3 dBA; 95% CI: -10.5, -8.0) levels compared with other modes; subway commutes had lower PM2.5 (-11.9 µg/m3; 95% CI: 47.5, -21.3), but higher BC (2349.6 ng/m3; 95% CI: 978.1, 3722.1) and noise (3.0 dBA; 95% CI: 1.7, 4.3) levels than the other three modes of transportation. CONCLUSION: Personal exposure to air pollution and noise vary by season, neighborhood, and transportation modes. Exposure models accounting for environmental, meteorological, and behavioral factors, and duration of mixed mode commuting may be useful for health studies of urban traffic microenvironments.


Subject(s)
Air Pollutants/analysis , Air Pollution/analysis , Environmental Exposure/analysis , Noise , Particulate Matter/analysis , Transportation , Bicycling , China , Cities , Humans , Vehicle Emissions/analysis
17.
Eur Radiol ; 25(10): 3035-42, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25809745

ABSTRACT

OBJECTIVE: To determine the prognostic CT and MR imaging features of extranodal non-Hodgkin lymphoma in the head and neck region. METHODS: The clinical data and CT and MR imaging features of 59 patients with histologically confirmed extranodal non-Hodgkin lymphoma in the head and neck region were retrospectively reviewed. Subjects included 27 male and 32 female patients between 13 and 81 years of age, with a mean age of 60.3 years. The clinical outcomes were categorized according to whether relapse or metastasis occurred within 2 years after therapy. The association between the clinical outcome and radiologic factors including tumour size, margin, shape, local tumour invasiveness, regional lymph node involvement, number of involvement sites, and contrast enhancement patterns was determined using univariate and multiple logistic regression analysis. RESULTS: Radiologic factors including tumour size, margin, shape, and local tumour invasiveness were associated with poor clinical outcomes, as determined by univariate analysis (P < 0.05). Only the lesion margin category (ill-defined) remained an independent risk factor for clinical outcome in multivariate logistic regression analysis, with an OR of 8.14 (P < 0.05). CONCLUSION: Ill-defined margin of the primary lesion was indicative of unfavourable survival outcome for patients with extranodal non-Hodgkin lymphoma of the head and neck region. KEY POINTS: • Tumour size, margin, shape and local tumour invasiveness were prognostically relevant. • Tumour margin was an independent risk factor for clinical outcome. • Ill-defined margin of primary lesion was indicative of unfavourable survival outcome.


Subject(s)
Head and Neck Neoplasms/pathology , Lymphoma, Non-Hodgkin/pathology , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Magnetic Resonance Imaging/methods , Male , Middle Aged , Multimodal Imaging/methods , Neoplasm Invasiveness , Neoplasm Recurrence, Local/pathology , Prognosis , Retrospective Studies , Tomography, X-Ray Computed/methods , Young Adult
18.
Radiol Infect Dis ; 2(4): 173-176, 2015 Dec.
Article in English | MEDLINE | ID: mdl-32289068

ABSTRACT

Middle East respiratory syndrome is a viral respiratory illness caused by a novel human beta-coronavirus. Based on the first case of Middle East respiratory syndrome found in China, a clinical research in combination with radiological findings was studied. Fever was the main clinical manifestation of this patient, and the primary imaging findings were basically the same as viral pneumonia. Differential imaging diagnosis on the basis of epidemiological and experimental pathogen detection is helpful for clinical diagnosis of MERS, even in distinguishing from SARS and pneumonia caused by H7N9 avian influenza.

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