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1.
Chinese Medical Journal ; (24): 1687-1694, 2021.
Article in English | WPRIM | ID: wpr-887650

ABSTRACT

BACKGROUND@#Computed tomography images are easy to misjudge because of their complexity, especially images of solitary pulmonary nodules, of which diagnosis as benign or malignant is extremely important in lung cancer treatment. Therefore, there is an urgent need for a more effective strategy in lung cancer diagnosis. In our study, we aimed to externally validate and revise the Mayo model, and a new model was established.@*METHODS@#A total of 1450 patients from three centers with solitary pulmonary nodules who underwent surgery were included in the study and were divided into training, internal validation, and external validation sets (n = 849, 365, and 236, respectively). External verification and recalibration of the Mayo model and establishment of new logistic regression model were performed on the training set. Overall performance of each model was evaluated using area under receiver operating characteristic curve (AUC). Finally, the model validation was completed on the validation data set.@*RESULTS@#The AUC of the Mayo model on the training set was 0.653 (95% confidence interval [CI]: 0.613-0.694). After re-estimation of the coefficients of all covariates included in the original Mayo model, the revised Mayo model achieved an AUC of 0.671 (95% CI: 0.635-0.706). We then developed a new model that achieved a higher AUC of 0.891 (95% CI: 0.865-0.917). It had an AUC of 0.888 (95% CI: 0.842-0.934) on the internal validation set, which was significantly higher than that of the revised Mayo model (AUC: 0.577, 95% CI: 0.509-0.646) and the Mayo model (AUC: 0.609, 95% CI, 0.544-0.675) (P < 0.001). The AUC of the new model was 0.876 (95% CI: 0.831-0.920) on the external verification set, which was higher than the corresponding value of the Mayo model (AUC: 0.705, 95% CI: 0.639-0.772) and revised Mayo model (AUC: 0.706, 95% CI: 0.640-0.772) (P < 0.001). Then the prediction model was presented as a nomogram, which is easier to generalize.@*CONCLUSIONS@#After external verification and recalibration of the Mayo model, the results show that they are not suitable for the prediction of malignant pulmonary nodules in the Chinese population. Therefore, a new model was established by a backward stepwise process. The new model was constructed to rapidly discriminate benign from malignant pulmonary nodules, which could achieve accurate diagnosis of potential patients with lung cancer.


Subject(s)
Humans , Lung , Lung Neoplasms/diagnostic imaging , Multiple Pulmonary Nodules , Risk Assessment , Solitary Pulmonary Nodule/diagnostic imaging , Tomography, X-Ray Computed
2.
Chinese Medical Journal ; (24): 811-816, 2017.
Article in English | WPRIM | ID: wpr-266903

ABSTRACT

<p><b>BACKGROUND</b>Active tuberculosis (TB) with negative results of sputum smear is difficult to be identified. Till now, there is no effective and noninvasive diagnostic method. This study evaluated the diagnostic power of Mycobacterium tuberculosis T-cell (T.SPOT®.TB) assays for active TB.</p><p><b>METHODS</b>We retrospectively screened 450 suspected TB patients that were hospitalized in the Respiratory Department of Henan Province People's Hospital from June 2015 to June 2016. The patients were divided into the active, previous, and non-TB groups according to their final diagnosis. We evaluated the diagnostic value of the T-SPOT®.TB assay by constructing receiver operating characteristic (ROC) curves and calculating the optimal diagnostic cutoff value. In addition, we compared the levels of A antigen (ESAT-6) and B antigen (CFP-10) in active TB.</p><p><b>RESULTS</b>The sensitivity, specificity, positive predictive value, negative predictive value, positive likelihood ratio, and negative likelihood ratio of T-SPOT®.TB for active TB were 89.78%, 63.16%, 0.56, 0.92, 2.47, and 0.16, respectively. For active TB, the area under the ROC curve (AUC) of the A antigen (0.89) was higher than that of the B antigen (0.86). The AUC of the A antigen for active TB was largest at a cutoff value of 13.5 spot-forming cells (SFCs) per 2.5 × 105 peripheral blood mononuclear cells (PBMCs). The AUC of the A and B antigens was 0.60 and 0.58 for previous TB. The levels of A and B antigen in the active TB group were significantly different from those in the previous- and non-TB groups (A antigen: χ2 = 105.41, P< 0.01 and B antigen: χ2 = 91.03, P< 0.01; A antigen: χ2 = 12.99, P< 0.01 and B antigen: χ2 = 8.56, P< 0.01, respectively). There were no significant differences in the levels of A and B antigens between the non-TB group and previous TB group (A antigen: χ2 = 1.07, P> 0.05 and B antigen: χ2 = 0.77, P> 0.05).</p><p><b>CONCLUSIONS</b>T-SPOT®.TB has high sensitivity and specificity for the diagnosis of active TB at a cutoff value of 13.5 SFCs per 2.5 × 105 PBMCs and is not influenced by previous TB.</p>

3.
National Journal of Andrology ; (12): 402-407, 2015.
Article in Chinese | WPRIM | ID: wpr-276085

ABSTRACT

<p><b>OBJECTIVE</b>To investigate the role of endoplasmic reticulum stress in the apoptosis of testicular germ cells in hyperlipidemic rats.</p><p><b>METHODS</b>We randomly assigned 42 four-week-old male Wistar rats into a normal control group (n = 12) and a high-fat group (n = 30) to be fed on a normal diet and a high-fat diet, respectively, for 10 weeks. Then we measured the concentrations of triglyceride (TG) and total cholesterol (TC) in the serum using an automatic biochemistry analyzer, detected the apoptosis of testicular germ cells by TUNEL staining, and determined the protein and mRNA expressions of GRP78 and. caspase-12 in the testis tissue by immunohistochemistry and RT-PCR, respectively.</p><p><b>RESULTS</b>The concentrations of TG and TC were significantly increased in the animals of the high-fat group ([3.00 ± 0.92] and [3.04 ± 0.39] mmol/L) as compared with the control rats ([1.43 ± 0.41] and [1.55 ± 0.23] mmol/L) (P < 0.01), and so was the apoptosis index of the testicular germ cells ([37.17 ± 2.74]% vs [5.16 ± 0.81]%, P < 0.01). The high-fat group, in comparison with the control, also showed remarkably upregulated protein and mRNA expressions of GRP78 (0.32 ± 0.03 and 0.86 ± 0.05 vs 0.19 ± 0.01 and 0.37 ± 0.03, P < 0.01) and caspase-12 (0.34 ± 0.02 and 0.87 ± 0.01 vs 0.12 ± 0.01 and 0.34 ± 0.03, P < 0.01) in the testis tissue.</p><p><b>CONCLUSION</b>The apoptosis of testicular germ cells is increased in hyperlipidemic rats, which may be attributed to endoplasmic reticulum stress.</p>


Subject(s)
Animals , Male , Rats , Apoptosis , Physiology , Caspase 12 , Metabolism , Cholesterol , Blood , Diet, High-Fat , Endoplasmic Reticulum Stress , Physiology , Heat-Shock Proteins , Metabolism , In Situ Nick-End Labeling , Random Allocation , Rats, Wistar , Spermatozoa , Pathology , Staining and Labeling , Testis , Metabolism , Transcriptional Activation , Triglycerides , Blood , Up-Regulation
4.
Chinese Journal of Hepatology ; (12): 843-848, 2014.
Article in Chinese | WPRIM | ID: wpr-337094

ABSTRACT

<p><b>OBJECTIVE</b>To construct a single-chain human anti-EGFR antibody (scFv) and truncated protamine (tP) fusion protein, ScFv/tP, carrying small interfering (si)RNA directed against the heat shock protein Hsp47, a collagen-binding glycoprotein, in order to evaluate the role Hsp47 in apoptosis of hepatic stellate cells.</p><p><b>METHODS</b>A single chain of the human variable fragment was obtained by phage display and fused with the tP gene and with or without (negative control) the Hsp47 siRNA sequences. Following expression and purification of the scFv/tP fusion protein and the scFv/tPHsp47 siRNA fusion protein, internalization capabilities were tested in isolated human hepatic stellate cells and the QSG-7701 human hepatocyte cells with visualization by immunofluorescent staining. The DNA binding ability of the fusion proteins were verified by gel shift assay.Following ScFv/tP-Hsp47 siRNA fusion protein transfection into the human hepatic stellate cells, the levels of Hsp47 mRNA and protein expression were tested by RT-PCR and Western blotting; in addition, effects of siRNA-mediated silencing of Hsp47 on cell proliferation and apoptosis were analyzed by the cell counting kit (CCK)-8, flow cytometry and Western blot detection of the apoptosis marker poly (ADP-ribose) polymerase (PARP).</p><p><b>RESULTS</b>Indirect immunofluorescence revealed that the ScFv/tP fusion proteins were internalized into human hepatic stellate cells but not into the QSG-7701 cells.The ScFv/tP-Hsp47 siRNA fusion protein caused reduced expression of Hsp47 mRNA and protein expression in the human hepatic stellate cells, as well as increased the cells' apoptosis remarkably.</p><p><b>CONCLUSION</b>The ScFv/tP fusion protein can be used as a transfection reagent to deliver Hsp47 siRNA into hepatic stellate cells and to mediate apoptosis via blockade of Hsp47 expression.</p>


Subject(s)
Humans , Apoptosis , Cell Proliferation , HSP47 Heat-Shock Proteins , Genetics , Hepatic Stellate Cells , Cell Biology , Protamines , Metabolism , RNA, Messenger , RNA, Small Interfering , ErbB Receptors , Allergy and Immunology , Single-Chain Antibodies , Transfection
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