1.Effect mechanism of LncRNA MALAT1 on doxorubicin resistance in osteosarcoma cells
Fudong LIANG ; Shufang DI ; Wei LUO ; Jianghua QI ; Libing LIU
China Pharmacy 2025;36(6):698-703
OBJECTIVE To investigate the relationship of long non-coding RNA (LncRNA) metastasis-associated lung adenocarcinoma transcript 1 (MALAT1) and doxorubicin (DOX) resistance in osteosarcoma (OS) cells. METHODS MG-63 and MG-63/DOX cells were treated with different concentrations of DOX (0, 0.01, 0.05, 0.1, 1 μmol/L), and survival rates and half maximal inhibitory concentration were determined using CCK-8 assay. The expressions of LncRNA MALAT1 in MG-63 and MG-63/ DOX cells were detected by real-time quantitative fluorescence PCR. MG-63/DOX cells were divided into Control group, knocking down LncRNA MALAT1 negative control (sh-NC) group, sh-MALAT1 group, sh-MALAT1+anti-NC group, and sh-MALAT1+ anti-miR-154-5p group. The expressions of LncRNA MALAT1, miR-154-5p and cyclin D1 (CCND1) mRNA in MG-63/DOX cells of each group were detected. The effects of knocking down LncRNA MALAT1 on the proliferation, migration, invasion, and apoptosis of MG-63/DOX cells were detected by CCK-8 assay, scratch test, Transwell experiment and flow cytometry, respectively. The expression of proliferating cell nuclear protein (PCNA) and CCND1 protein in MG-63/DOX cells was detected by Western blot assay. Interactions between LncRNA MALAT1 and miR-154-5p, miR-154-5p and CCND1 were detected by dual luciferase reporter gene experiment. RESULTS Compared with 0 μmol/L DOX, 0.01, 0.05, 0.1 and 1 μmol/L DOX could reduce the survival rates of MG-63 and MG-63/DOX cells (except for 0.01 μmol/L DOX) (P<0.05), IC50 were 0.07 and 0.13 μmol/L, respectively. The survival rate, cell migration number and invasion number of MG-63/DOX cells, scratch closure rate, mRNA expressions of LncRNA MALAT1, mRNA and protein expressions of CCND1, and PCNA protein expression in sh-MALAT1 group were significantly lower than sh-NC group and Control group; the apoptosis rate and miR-154-5p expression were significantly higher than sh-NC group and Control group (P<0.05). sh-MALAT1+anti-miR-154-5p group was able to reverse the aforementioned biological effects in sh-MALAT1 group (P<0.05). In MG-63/DOX cells transfected with both MALAT1-wild type (WT) and CCND1-WT, the luciferase activity in the miR-154-5p mimic group was significantly lower than mimic negative control group (P< 0.05). CONCLUSIONS Knocking down LncRNA MALAT1 can inhibit the DOX resistance of OS cells, and its mechanism may be targeting the miR-154-5p/CCND1 axis.
2.Guideline-driven clinical decision support for colonoscopy patients using the hierarchical multi-label deep learning method.
Junling WU ; Jun CHEN ; Hanwen ZHANG ; Zhe LUAN ; Yiming ZHAO ; Mengxuan SUN ; Shufang WANG ; Congyong LI ; Zhizhuang ZHAO ; Wei ZHANG ; Yi CHEN ; Jiaqi ZHANG ; Yansheng LI ; Kejia LIU ; Jinghao NIU ; Gang SUN
Chinese Medical Journal 2025;138(20):2631-2639
BACKGROUND:
Over 20 million colonoscopies are performed in China annually. An automatic clinical decision support system (CDSS) with accurate semantic recognition of colonoscopy reports and guideline-based is helpful to relieve the increasing medical burden and standardize the healthcare. In this study, the CDSS was built under a hierarchical-label interpretable classification framework, trained by a state-of-the-art transformer-based model, and validated in a multi-center style.
METHODS:
We conducted stratified sampling on a previously established dataset containing 302,965 electronic colonoscopy reports with pathology, identified 2041 patients' records representative of overall features, and randomly divided into the training and testing sets (7:3). A total of five main labels and 22 sublabels were applied to annotate each record on a network platform, and the data were trained respectively by three pre-training models on Chinese corpus website, including bidirectional encoder representations from transformers (BERT)-base-Chinese (BC), the BERT-wwm-ext-Chinese (BWEC), and ernie-3.0-base-zh (E3BZ). The performance of trained models was subsequently compared with a randomly initialized model, and the preferred model was selected. Model fine-tuning was applied to further enhance the capacity. The system was validated in five other hospitals with 3177 consecutive colonoscopy cases.
RESULTS:
The E3BZ pre-trained model exhibited the best performance, with a 90.18% accuracy and a 69.14% Macro-F1 score overall. The model achieved 100% accuracy in identifying cancer cases and 99.16% for normal cases. In external validation, the model exhibited favorable consistency and good performance among five hospitals.
CONCLUSIONS
The novel CDSS possesses high-level semantic recognition of colonoscopy reports, provides appropriate recommendations, and holds the potential to be a powerful tool for physicians and patients. The hierarchical multi-label strategy and pre-training method should be amendable to manage more medical text in the future.
Humans
;
Colonoscopy/methods*
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Deep Learning
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Decision Support Systems, Clinical
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Female
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Male
3.Metanephric stromal tumor in children with BRAF V600E gene mutation: a case report and literature review
Shuting MAO ; Dao WANG ; Bai LI ; Shanshan LIU ; Linlin WEI ; Shufang SU ; Yan XU ; Ya′nan MA ; Ge ZHOU ; Yufeng LIU
Chinese Journal of Applied Clinical Pediatrics 2024;39(4):306-310
The clinical data of one child with metanephric stromal tumor (MST) and BRAF V600E gene mutation admitted to the First Affiliated Hospital of Zhengzhou University in June 2022 was analyzed retrospectively.Literature was reviewed.The patient, a 2-year-old girl, was diagnosed with a tumor in the left abdomen.The maximum diameter of the tumor was 10.5 cm.A radical nephrectomy was performed on the left kidney, and postoperative pathology revealed MST.Microscopically, the tumor had no envelope and exhibited expansive growth.The tumor cells were fusiform or stellate, and nuclear division was visible in the cell-rich region.Dysplastic blood vessels were seen inside the tumor.The tumor cells around the blood vessels and invaginated renal tubules were arranged like onion skin.CD34 was detected positive by immunohistochemical staining, and BRAF V600E mutation was also detected positive by fluorescent polymerase chain reaction.A total of 21 relevant case reports were retrieved, including 16 in English and 5 in Chinese.Fifty-eight MST patients, including the one in this report were analyzed.These patients were aged 2 days to 15 years, with a median age of 2 years.Except for 2 patients with unknown sex, the ratio of male to female was about 1.4∶1.0.Most MST patients were asymptomatic, with an average tumor size of 5.3 cm.The tumor cell CD34 showed positive expression in different degrees.Eight patients received the BRAF V600E mutation detection, and the results were all positive.Fifty-eight patients underwent nephrectomy and were followed up for 0-156 months, of which 7 patients were assisted with radiotherapy and chemotherapy.During the follow-up, 1 patient died, and 1 patient had a relapse.MST is a rare benign renal stromal tumor. BRAF V600E mutations are detected in a variety of malignancies.This paper is the first to report MST with BRAF V600E mutation in China and points out the importance of molecular detection of BRAF mutation for accurate diagnosis of MST.
4.Diagnostic value of serum Aspergillus fumigatus immunoglobulin G combined with galactomannan antigen test in bronchoalveolar lavage fluid for chronic pulmonary aspergillosis
Shufang CHEN ; Chengqing YANG ; Tanze CAO ; Wei FENG ; Chunlin MEI ; Ronghui DU
Chinese Journal of Infectious Diseases 2024;42(5):297-303
Objective:To investigate the diagnostic value of serum Aspergillus fumigatus immunoglobulin G (IgG), bronchoalveolar lavage fluid (BALF) galactomannan antigen test (GM test) and combined detection of the two methods in chronic pulmonary aspergillosis (CPA). Methods:A total of 310 patients with suspected CPA who were hospitalized in Wuhan Pulmonary Hospital from January 2020 to December 2022 were screened. BALF-GM test and serum Aspergillus fumigatus IgG were detected. According to the inclusion and exclusion criteria, 151 confirmed or clinically diagnosed CPA patients were enrolled and 60 non-CPA cases were included as controls. The underlying diseases, clinical symptoms and imaging findings of the two groups were analyzed using case-control study. Statistical comparison was performed by chi-square test. The efficacies of BALF-GM test, serum Aspergillus fumigatus IgG test, and their combined detection for CPA were analyzed by receiver operating characteristic curve. Results:There were 130 confirmed cases and 21 clinically diagnosed cases among 151 patients with CPA, including 106 males (70.2%) with age of (54.6±15.5) years. The age of 60 non-CPA patients was (53.6±17.8) years, including 42 males (70.0%). The proportions of pulmonary tuberculosis, bronchiectasis and chronic obstructive pulmonary disease, and the incidence of hemoptysis in CPA group were 79.47%(120/151), 86.09%(130/151), 26.49%(40/151) and 43.71%(66/151), respectively, which were all higher than those in non-CPA group (10.00%(6/60), 25.00%(15/60), 8.33%(5/60) and 11.67%(7/60), respectively), and the differences were statistically significant ( χ2=86.14, 74.56, 8.44 and 19.48, respectively, all P<0.05). The proportion of interstitial lung disease in non-CPA group was 28.33%(17/60), which was higher than that in CPA group (2.65%, 4/151), and the difference was statistically significant ( χ2=31.61, P<0.001). The common imaging findings of CPA patients were pulmonary cavity (70.86%, 107/151), cavity inclusions (41.72%, 63/151) and lung damage (33.77%, 51/151). The specificity and sensitivity of serum Aspergillus fumigatus IgG for CPA diagnosis were 81.7% and 68.9%, respectively, and the area under the curve (AUC) was 0.753 (95% confidence interval (95% CI) 0.681 to 0.825, P< 0.001). The specificity and sensitivity of BALF-GM test were 76.7% and 67.5%, respectively, and the AUC was 0.724 (95% CI 0.649 to 0.800, P<0.001). The specificity and sensitivity of the two methods in series combined detection were 95.0% and 44.4%, respectively, and those of the two methods in parallel detection were 60.3% and 94.5%, respectively. The AUC of the combined diagnosis of CPA by the two methods was 0.843 (95% CI 0.783 to 0.903, P<0.001). Conclusions:Serum Aspergillus fumigatus IgG combined with BALF-GM test has a good diagnostic efficacy for CPA. The detection of serum Aspergillus fumigatus IgG is non-invasive and highly specific, which is beneficial to the early diagnosis and treatment of CPA.
5.Study on the value of enhanced magnetic resonance imaging in the International Prophylaxis Study Group (IPSG) score of the synovium in hemophilic arthropathy
Yuxia ZHANG ; Shufang WEI ; Feifei ZHANG ; Pingchong LEI ; Yinghui GE
Chinese Journal of Internal Medicine 2024;63(12):1246-1251
Objective:To evaluate the value of enhanced magnetic resonance imaging (MRI) on the assessment of synovial hyperplasia and International Prophylaxis Study Group (IPSG) score of hemophilic arthropathy (HA).Methods:This was a retrospective case series study. Briefly, 54 joints of 46 male patients with hemophilia type A and diagnosed with HA in Henan Provincial People′s Hospital from August 2016 to September 2017 were selected. Plain and enhanced MRI were performed at the same time. The IPSG score of synovial hyperplasia and the total joint before and after enhancement were calculated, and the enhancement rate of the synovium and muscles at the same level were also calculated. The differences in synovial hyperplasia and joint total IPSG scores before and after enhancement were compared by paired rank sum test. The correlation between enhancement joint total IPSG score, synovial IPSG score, synovial enhancement rate, total joint bleeding number, course of disease, and Hemophilia Joint Health Score (HJHS) score were analyzed by Spearman′s correlation analysis.Results:Enhanced MRI could more clearly show synovial hyperplasia and ensure better accuracy of joint total IPSG score ( Z=-2.24, P=0.025). The enhancement extent of synovial hyperplasia was higher than that of the same level muscle. There was no correlation between synovial enhancement rate and total number of joint bleeding, course of disease, and HJHS score. After enhancement, the joint total IPSG score was highly positively correlated with the total number of joint bleeding and the disease course ( r=0.96, 0.84, P<0.001) and moderately positively correlated with the HJHS score ( r=0.58, P<0.001). The enhanced synovial IPSG score showed a low positive correlation with the total number of joint bleeding and the disease course ( r=0.37, 0.36, P=0.006, 0.008), but no correlation with HJHS score. Conclusion:Enhanced MRI can provide accurate imaging of synovial hyperplasia of HA and make joint IPSG score more accurate.
6.Staphylococcus aureus bloodstream infection in a Chinese tertiary-care hospital: A single-center retrospective study.
Cheng ZHENG ; Qingqing CHEN ; Sijun PAN ; Yuanyuan LI ; Li ZHONG ; Xijiang ZHANG ; Wei CUI ; Ronghai LIN ; Gensheng ZHANG ; Shufang ZHANG
Chinese Medical Journal 2023;136(12):1503-1505
7.Wound repair of extensive scalp defect complicated with skull exposure caused by high voltage electric burn: a case report
Shufang TIAN ; Shuaipeng GU ; Yan ZHAO ; Xuejin TAO ; Chuanyu HU ; Chunming HUANG ; Tao LIU ; Wei GAO
Chinese Journal of Plastic Surgery 2023;39(5):576-579
It is difficult to treat severe burn combined injury caused by high voltage. This paper reports the successful treatment of a patient with large cranial area third degree burn, skull exposure, local skull carbonization combined with cerebrospinal fluid leakage caused by ten thousand volts high voltage current. Vacuum sealing drainage was given to protect the wounds from infection after multiple limited debridement in the early stage. The external of the inactivated skull was cleaned in the later stage. Finally, the bilateral anterolateral thigh flap combined with multiple burr holes was used to repair the wound. There were no severe postoperative complications, and the therapeutic effect was satisfactory.
8.Wound repair of extensive scalp defect complicated with skull exposure caused by high voltage electric burn: a case report
Shufang TIAN ; Shuaipeng GU ; Yan ZHAO ; Xuejin TAO ; Chuanyu HU ; Chunming HUANG ; Tao LIU ; Wei GAO
Chinese Journal of Plastic Surgery 2023;39(6):610-613
It is difficult to treat severe burn combined injury caused by high voltage. This paper reports the successful treatment of a patient with third degree burn of extra large cranial area, skull exposure, local skull carbonization combined with cerebrospinal fluid leakage caused by ten thousand volts high voltage current. Vacuum sealing drainage was given to protect the wounds from infection after multiple limited debridement in the early stage. The external plate of the inactivated skull was cleaned in the later stage. Finally, the bilateral anterolateral thigh flap combined with multiple burr holes was used to repair the wound. There were no severe postoperative complications, and the therapeutic effect was satisfactory.
9.Wound repair of extensive scalp defect complicated with skull exposure caused by high voltage electric burn: a case report
Shufang TIAN ; Shuaipeng GU ; Yan ZHAO ; Xuejin TAO ; Chuanyu HU ; Chunming HUANG ; Tao LIU ; Wei GAO
Chinese Journal of Plastic Surgery 2023;39(5):576-579
It is difficult to treat severe burn combined injury caused by high voltage. This paper reports the successful treatment of a patient with large cranial area third degree burn, skull exposure, local skull carbonization combined with cerebrospinal fluid leakage caused by ten thousand volts high voltage current. Vacuum sealing drainage was given to protect the wounds from infection after multiple limited debridement in the early stage. The external of the inactivated skull was cleaned in the later stage. Finally, the bilateral anterolateral thigh flap combined with multiple burr holes was used to repair the wound. There were no severe postoperative complications, and the therapeutic effect was satisfactory.
10.Wound repair of extensive scalp defect complicated with skull exposure caused by high voltage electric burn: a case report
Shufang TIAN ; Shuaipeng GU ; Yan ZHAO ; Xuejin TAO ; Chuanyu HU ; Chunming HUANG ; Tao LIU ; Wei GAO
Chinese Journal of Plastic Surgery 2023;39(6):610-613
It is difficult to treat severe burn combined injury caused by high voltage. This paper reports the successful treatment of a patient with third degree burn of extra large cranial area, skull exposure, local skull carbonization combined with cerebrospinal fluid leakage caused by ten thousand volts high voltage current. Vacuum sealing drainage was given to protect the wounds from infection after multiple limited debridement in the early stage. The external plate of the inactivated skull was cleaned in the later stage. Finally, the bilateral anterolateral thigh flap combined with multiple burr holes was used to repair the wound. There were no severe postoperative complications, and the therapeutic effect was satisfactory.

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