1.Analysis of the Influencing Factors of Clinical Characteristics and Severity of Acute Tinnitus
Linna HUI ; Yongli SONG ; Liu QI ; Huarong YANG ; Rui LI ; Yangyang PAN ; Dingjun ZHA
Journal of Audiology and Speech Pathology 2024;32(5):426-431
Objective To study the clinical characteristics and related factors affecting the severity of acute tinnitus in patients.Methods A retrospective analysis was conducted on the data of 319 patients with acute tinni-tus.All patients had detailed case history,including basic patient information,tinnitus location,course of disease,acoustic characteristics of tinnitus,hearing loss,combined headache,dizziness,aural fallness,earache and other symptoms,as well as accompanying clinical diseases.All patients completed the tinnitus handicap inventory(THI),generalized anxiety disorder(GAD-7),patient health questionnaire(PHQ-9),pittsburgh sleep quality index(PSQI),hyperacusis questionnaire(HQ),type D personality scale-14(DS-14),etc.The mild tinnitus group was determined based on a THI score of ≤36.The moderate tinnitus group was determined based on a THI score of 38~56.The severe to extremely severe tinnitus group was determinded based on THI 56~100.THI grouping was used as the dependent variable and the above factors as independent variables.The correlation between each factor and the severity of acute tinnitus was analyzed using ordered multinomial logistic regression.Results Among 319 patients with acute tinnitus,158(49.5%)were in the mild tinnitus group,and 72(22.6%)were in the moderate tinnitus group,and 89(27.9%)were in severe to extremely severe tinnitus group.Ordered multinomial logistic re-gression analysis found that hyperacusis(OR=3.921),anxiety(OR=2.495),depression(OR=2.921),and D-type personality(OR=0.349)were associated with the severity of acute tinnitus(P<0.05),with more serere tin-nitus in these patients.Conclusion Hyperacusis,anxiety,depression,and D-type personality may be factors that affect the severity of acute tinnitus,so high attention should be paid when treating patients with acute tinnitus.
2.Application of routine laboratory data in combination with machine learning in the differential diagnosis of lung tuberculosis
Yan WANG ; Huarong ZHENG ; Yifei LUO ; Jing ER ; Qingtao WANG ; Rui ZHOU ; Yufang LIANG ; Biao SONG ; Dawei HUANG
Chinese Journal of Laboratory Medicine 2022;45(12):1201-1206
Objective:To investigate the application value of establishing the differential diagnosis model of pulmonary tuberculosis using routine laboratory data.Methods:The retrospective study was conducted. The routine laboratory data of newly diagnosed patients with pulmonary tuberculosis and other pulmonary diseases in Beijng Jishuitan Hospital and Beijing Hepingli Hospital from May 2015 to November 2021were collected. According to the random numbers showed in the computer, all the 11516 patients were divided into training dataset and test dataset with a ratio of 9∶1. Four machine learning algorithms, Support Vector Machine, Random Forest, K-Nearest Neighbor and Logistic Regression, were used to build models and select features. The diagnostic accuracy of each model was verified by using the 10-fold cross-validation method and the performance of each model was evaluated by using the receptor operator of characteristic (ROC) curve.Results:Random Forest was selected as the optimal machine learning algorithm to build the best feature model in the study. According to importance scale of factors, the differential diagnosis model of pulmonary tuberculosis consisting of 37 non-specific test indexes. In the validation set and test set the accuracy and area under curve (AUC) of the models were 0.747 and 0.736, the sensitivity, specificity and accuracy were 68.03% and 68.75%, 70.91% and 67.90%, 70.30% and 68.12%, respectively.Conclusion:A key tool in the differential diagnosis model of pulmonary tuberculosis was established by routine laboratory data in combination with machine learning. The results of this study need to be further verified by more data from medical institutions.
3.Establishment and evaluation of a method for identifying the random error in the quantitative measurement procedure based on back propagation neural network
Yufang LIANG ; Huarong ZHENG ; Zhe WANG ; Xiang FENG ; Zewen HAN ; Biao SONG ; Huali CHENG ; Qingtao WANG ; Rui ZHOU
Chinese Journal of Laboratory Medicine 2022;45(5):543-548
Objective:To establish and evaluate a new real-time quality control method that can identify the random errors by using the backpropagation neural network (BPNN) algorithm and taking blood glucose test as an example.Methods:A total of 219 000 blood glucose results measured by Siemens advia 2 400 analytical system from January 2019 to July 2020 and derived from Laboratory Information System of Beijing Chaoyang Hospital Laboratory Department was regarded as the unbiased data of our study. Six deviations with different sizes were introduced to generate the corresponding biased data. With each biased data, BPNN and MovSD algorithms were used and tested, and then evaluated by traceability method and clinical method.Results:For BPNN algorithm, the block size was pre-set to 10 and the false-positive rate in all biases was within 0.1%. For MovSD, however, the optimal block size and exclusive limit were 150 and 10% separately and its false-positive rate in all biases was 0.38%, which was 0.28% higher than BPNN. Especially, for the least two error factors of 0.5 and 1, all the random errors were not detected by MovSD; for the error factor larger than 1, random errors could be detected by MovSD but the MNPed was higher than that of BPNN under all deviations. The difference was up to 91.67 times. 460 000 reference data were produced by traceability procedure. The uncertainty of BPNN algorithm evaluated by these reference data was only 0.078%.Conclusion:A real-time quality control method based on BPNN algorithm was successfully established to identify random errors in analytical phase, which was more efficient than MovSD method and provided a new idea and method for the identification of random errors in clinical practice.
4. Expressions of LSD1, MGMT and Ki-67 in high-grade glioma and their influences on prognosis
Qianhui ZHANG ; Yang ZHANG ; Weipeng SU ; Song′an ZHANG ; Pan LIU ; Huarong ZHAO
Journal of International Oncology 2019;46(9):519-525
Objective:
To investigate the expressions of histone lysine-specific demethylase 1 (LSD1), O6-methylguanine DNA methyltransferase (MGMT) and cell proliferation-associated antigen Ki-67 in high-grade glioma and their influences on prognosis.
Methods:
Sixty-five cases of grade Ⅲ and Ⅳ glioma confirmed by pathology from January 2011 to June 2017 in the First Affiliated Hospital of Xinjiang Medical University were selected. Immunohistochemistry (SP method) was used to detect the expressions of LSD1, MGMT and Ki-67 in pathological specimens. The therapeutic effect was evaluated by long-term follow-up. The relationships between the three markers and pathological grade, progression-free survival (PFS) and overall survival (OS) were analyzed.
Results:
The overall positive rates of LSD1, MGMT and Ki-67 in the 65 high-grade glioma specimens were 70.8% (46/65), 60.0% (39/65) and 100.0% (65/65), respectively. There were no significant differences in the expressions of LSD1 and MGMT in grade Ⅲ and Ⅳ glioma (
5.Final report of a prospective randomized study on thoracic radiotherapy target volumes for limited-stage small cell lung cancer
Xiao HU ; Yong BAO ; Yujin XU ; Li ZHANG ; Jin WANG ; Honglian MA ; Ying JIN ; Xiaoling XU ; Zhengbo SONG ; Fang PENG ; Huarong TANG ; Min FANG ; Yue KONG ; Mengyuan CHEN ; Baiqiang DONG ; Xinmin YU ; Hongyang LU ; Yiping ZHANG ; Yun FAN ; Ming CHEN
Chinese Journal of Radiation Oncology 2018;27(12):1046-1050
Objective In view of the controversy over radiotherapy target volume for patients with limited-stage small cell lung cancer ( SCLC), a prospective randomized controlled trial was conducted to compare the impact of different radiotherapy target volumes on prognosis. Methods After 2 cycles of EP chemotherapy,patients without progressive disease were randomly assigned to receive thoracic radiotherapy (TRT) to either the post-or pre-chemotherapy primary tumour extent as study arm or control. Involved field radiotherapy (IFRT) to the entire metastatic lymph node regions was applied for both arms. TRT consisted of 45 Gy/30Fx/19 d administered concurrently with cycle 3 chemotherapy. Prophylactic cranial irradiation was administered to patients achieved complete or partial remission. Kaplan-Meier method was used for survival analysis. Results Between June 2002 and December 2017,159 and 150 patients were randomly assigned to study arm and control respectively. The 1-,2-,and 5-year local/regional control rates were 79. 4%,61. 5% and 60. 1% respectively in the study arm versus 79. 8%,66. 5%,and 57. 3% in the control arm (P=0. 73). The median OS time was 22. 1 months in the study arm (95%CI,18. 2-26. 0 months) and 26. 9 months (95%CI,23. 5-30. 3 months) in the control arm,the 1-,3-,5-,and 7-year OS rates were 81. 1%,31. 6%, 23. 9% and 22. 2% respectively in the study arm versus 85. 3%,36. 6%,26. 1% and 20. 0% in the control arm (P=0. 51).Grade 2-3 acute esophagitis was developed in 32. 9% and 43. 2% of patients respectively in study arm and control arm (P=0. 01),while grade 2-3 pulmonary fibrosis was observed in 2. 0% and 10. 9% of patients ( P= 0. 01 ) respectively. Conclusions For patients with limited-stage SCLC who received induction chemotherapy,thoracic radiotherapy can be limited to post-chemotherapy tumour extent and IFRT can be routinely applied.
6.Manifestations of cerebral developmental venous anomalies and its associated lesions in MRI
Jianxun SONG ; Shuixia ZHANG ; Hongxia LU ; Jiuping LIANG ; Huarong PENG
Chinese Journal of Medical Imaging Technology 2017;33(4):518-522
Objective To evaluate the application value of different MR sequences in cerebral developmental venous anomalies (DAVs),and to explore the relationship between DVAs and its associated lesions.Methods MRI findings in 38 patients of DAVs were analyzed retrospectively.Imaging performance and characteristics of DAVs and its associated lesions in different MR sequences were analyzed.Results In all of the 38 cases,3 cases were multiple DVAs without associated lesions,1 case was combined right lateral ventricle hemorhage,1 case was combined with multiple cavernous hemangioma,8 cases were single DVAs with solitary cavernous hemangioma,5 cases were combined with astrocytoma,1 case was combined with intracranial hematoma,and 19 cases were single DVAs with no comorbidity.DVAs in 16 cases showed strip or small patchy hypo-intensity lesions and 15 cases were not visible on T1WI;16 cases showed strip or small patchy hypo-intensity,5 cases showed strip or flocculent hypo-intensity and 10 cases could not seen on T2WI;19 cases showed patchy or strip hypo-intensity and 8 cases showed iso intensive signal on DWI;8 of the 10 cases who performed susceptibility weighted imaging (SWI) examination showed dendritic low signal,showing a typical caput medusae sign,2 cases showed no lesions on SWI;30 cases underwent 3D-T1WI enhanced scan showed clearly all lesions of DAVs,19 cases of them showed typical caput medusae sign and large draining veins.Conclusion Routine MR sequence can demonstrate part of the DVAs and associated peripheral lesions,DWI showed lesions of DAVs is superior to routine MR sequence,SWI and enhanced 3D-T1WI can accurately diagnose DVAs and show the venous drainage.
7.Effects of antagonistic peptides binding specifically with first and second extracellular loops of CCR5 on colitis rats induced by TNBS
Mei HU ; Yangda SONG ; Sixue LIU ; Yihang SONG ; Ximing SHEN ; Huarong HUANG ; Yingqiang ZHONG
Chinese Journal of Pathophysiology 2017;33(5):902-907
AIM:To study the effects of antagonistic peptides binding specifically with the first and second extracellular loops (ECL1 and ECL2) of C-C chemokine receptor 5 (CCR5) on the colitis rats induced by trinitrobenzenesulfonic acid (TNBS) and the mechanisms.METHODS:The colitis model of SD rats was induced by TNBS (100 mg/kg).The effects of 2 antagonistic peptides at different doses (ECL1:25, 35 and 45 mg/kg;ECL2:15, 25 and 35 mg/kg) on the model rats including the changes of disease activity index (DAI), colon macroscopic damage index (CMDI) and histological grading were observed.The mRNA and protein expression levels of TNF-α and COX-2 in the colonic mucosa were detected by real-time PCR and Western blot, respectively.RESULTS:Compared with model group, the changes of DAI, CMDI and histopathological injury of the rats treated with ECL2 antagonistic peptide HY at an appropriate dose were significantly reduced (P<0.05), and the protein and mRNA expression levels of TNF-α and COX-2 were significantly decreased (P<0.05).However, the effects of ECL1 antagonistic peptide GH on all scores and the expression levels of TNF-α and COX-2 were not obvious.CONCLUSION:ECL2 antagonistic peptide HY relieves TNBS-induced colitis in SD rats via down-regulating the expressions of TNF-α and COX-2 in the colonic mucosa, while the effect of ECL1 antagonist peptide GH was not obvious.
8.Effect of Sijunzi Decoction and enteral nutrition on T-cell subsets and nutritional status in patients with gastric cancer after operation: a randomized controlled trial
Jun CAI ; Hua WANG ; Sheng ZHOU ; Bin WU ; Huarong SONG ; Zhengrong XUAN
Journal of Integrative Medicine 2008;6(1):37-40
OBJECTIVE: To observe the effect of perioperative application of Sijunzi Decoction and enteral nutrition on T-cell subsets and nutritional status in patients with gastric cancer after operation. METHODS: In this prospective, single-blinded, controlled clinical trial, fifty-nine patients with gastric cancer were randomly divided into three groups: control group (n=20) and two study groups (group A, n=21; group B, n=18). Sjunzi Decoction (100 ml) was administered via nasogastric tube to the patients in the study group B from the second postoperation day to the 9th postoperation day. Patients in the two study groups were given an isocaloric and isonitrogonous enteral diet, which was started on the second day after operation, and continued for eight days. Patients in the control group were given an isocaloric and isonitrogonous parenteral diet for 9 days. All variables of nutritional status such as serum albumin (ALB), prealbumin (PA), transferrin (TRF) and T-cell subsets were measured one day before operation, and one day and 10 days after operation. RESULTS: All the nutritional variables and the levels of CD3(+), CD4(+), CD4(+)/CD8(+) were decreased significantly after operation. Ten days after operation, T-cell subsets and nutritional variables in the two study groups were increased as compare with the control group. The levels of ALB, TRF and T-cell subsets in the study group B were increased significantly as compared with the study group A (P<0.05). CONCLUSION: Enteral nutrition assisted with Sijunzi Decoction can positively improve and optimize cellular immune function and nutritional status in the patients with gastric cancer after operation.
9.The characteristics of hepatic stem cells and the expression of growth factor and their receptors in the early embryonic human liver.
Jiying JIANG ; Aidong LI ; Hongying ZHOU ; Yan MEI ; Shuxia YANG ; Huarong HONG ; Hongrui SONG ; Huijun YANG
Journal of Biomedical Engineering 2004;21(6):995-998
To study the morphological characteristics of hepatic stem cells and the expression of HGF, IGF-I, TGFbeta1 and their receptors in human embryonic livers at 3-5 weeks of gestation. The SABC immunohistochemical method with HE counterstaining was employed. We found that the hepatic bud formed at the end of the 3rd week. At the 4th week, the cells of hepatic bud migrated into the septum transversum mesenchyme and formed the hepatic cords. The hepatic cells at 3-4 weeks displayed the typical characteristics of immature cells: small size, a round or ovoid nucleus with dark color, scant cytoplasm with slight blue and a high ratio of nuclei/cytoplasm. They were positive for alpha-Fetoprotein (AFP), c-Met and negative for cytokertin 19 (CK19), and proliferating cell nuclear antigen (PCNA). At the 5th week, compared to those at the 4th week, the number of cells within the hepatic cords increased. But the cells at the 5th week were homogeneous and displayed the typical characteristic of immature cells. Those cells began to express PCNA at the 5th week. The hepatic cells at the 5th week were positive for insulin-like growth factor I (IGF-I), transforming growth factor beta1 (TGFbeta1) and their receptors, and were negative for hepatocyte growth factor (HGF), while HGF were positive in the cardiac cells and septum transversum mesenchyme. The results indicated that the cells of hepatic bud and cords were the hepatic stem cells. The difference of morphology and proteins expression at 3-5 weeks of gestation inferred that those stem cells belong to different developmental stage. AFP and c-Met were the markers of hepatic stem cells at the early stage of human embryo. HGF, IGF-I, TGFbeta1 and their receptors may involve in regulating the development of early embryonic human liver.
Embryo, Mammalian
;
Gestational Age
;
Hepatocyte Growth Factor
;
biosynthesis
;
genetics
;
Humans
;
Insulin-Like Growth Factor I
;
biosynthesis
;
genetics
;
Liver
;
cytology
;
metabolism
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Proto-Oncogene Proteins c-met
;
biosynthesis
;
genetics
;
Receptor, IGF Type 1
;
biosynthesis
;
genetics
;
Stem Cells
;
cytology
;
Transforming Growth Factor beta
;
biosynthesis
;
genetics
;
Transforming Growth Factor beta1
10.Prospective analysis of radiofrequency versus mechanical debridement in treatment of knee osteoarthritis
Liming WANG ; Jianchao GUI ; Huarong SONG ; He HUANG
Chinese Journal of Orthopaedic Trauma 2004;0(07):-
Objective To analyse the differences between radiofrequency and mechanical debridement in treatment of knee osteoarthritis. Methods Randomized control and prospective case study were designed, with 24 cases in the radiofrequency treatment group and 36 cases in the mechanical debridement group (the control). All the cases were followed up for an average of 12.4 months (ranging 6 to 24months) according to Lysholm knee function evaluation score. Results The Lysholm scores for the treatment group were superior to those in the control group in cases of Outbridge grades Ⅱ and Ⅱ-Ⅲ chondromalacia (P0.05). Conclusion Radiofrequency is the first choice in treatment of chondromalacic lesions of no more than Outbridge grade Ⅲ.

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