1.Establishing and validating a spotted tongue recognition and extraction model based on multiscale convolutional neural network
PENG Chengdong ; WANG Li ; JIANG Dongmei ; YANG Nuo ; CHEN Renming ; DONG Changwu
Digital Chinese Medicine 2022;5(1):49-58
Objective In tongue diagnosis, the location, color, and distribution of spots can be used to speculate on the viscera and severity of the heat evil. This work focuses on the image analysis method of artificial intelligence (AI) to study the spotted tongue recognition of traditional Chinese medicine (TCM). Methods A model of spotted tongue recognition and extraction is designed, which is based on the principle of image deep learning and instance segmentation. This model includes multiscale feature map generation, region proposal searching, and target region recognition. Firstly, deep convolution network is used to build multiscale low- and high-abstraction feature maps after which, target candidate box generation algorithm and selection strategy are used to select high-quality target candidate regions. Finally, classification network is used for classifying target regions and calculating target region pixels. As a result, the region segmentation of spotted tongue is obtained. Under non-standard illumination conditions, various tongue images were taken by mobile phones, and experiments were conducted. Results The spotted tongue recognition achieved an area under curve (AUC) of 92.40%, an accuracy of 84.30% with a sensitivity of 88.20%, a specificity of 94.19%, a recall of 88.20%, a regional pixel accuracy index pixel accuracy (PA) of 73.00%, a mean pixel accuracy (mPA) of 73.00%, an intersection over union (IoU) of 60.00%, and a mean intersection over union (mIoU) of 56.00%. Conclusion The results of the study verify that the model is suitable for the application of the TCM tongue diagnosis system. Spotted tongue recognition via multiscale convolutional neural network (CNN) would help to improve spot classification and the accurate extraction of pixels of spot area as well as provide a practical method for intelligent tongue diagnosis of TCM.
2.Exploration and practice of holistic medicine and integrated medicine in the teaching of forensic pathological cause analysis of deaths
Jiawen WANG ; Jiang HUANG ; Jie WANG ; Bing XIA ; Dian WANG ; Changwu WAN ; Cuiyun LE ; Wenxin WU ; Xiaojun YU
Chinese Journal of Medical Education Research 2022;21(10):1329-1332
Based on the characteristics of forensic pathology, this paper explains the concept, connotation and advantages of holistic medicine and integrated medicine in the teaching of forensic pathology. Then, through the introduction of the specific teaching process design and effect analysis of the death cause analysis practical cases, it clarifies the necessity and effectiveness of integrated medicine and holistic medicine in the teaching of forensic pathology, and provides new ideas for the reform of the overall teaching of forensic pathology.
3.Molecular diagnosis and treatment of meningiomas: an expert consensus (2022).
Jiaojiao DENG ; Lingyang HUA ; Liuguan BIAN ; Hong CHEN ; Ligang CHEN ; Hongwei CHENG ; Changwu DOU ; Dangmurenjiapu GENG ; Tao HONG ; Hongming JI ; Yugang JIANG ; Qing LAN ; Gang LI ; Zhixiong LIU ; Songtao QI ; Yan QU ; Songsheng SHI ; Xiaochuan SUN ; Haijun WANG ; Yongping YOU ; Hualin YU ; Shuyuan YUE ; Jianming ZHANG ; Xiaohua ZHANG ; Shuo WANG ; Ying MAO ; Ping ZHONG ; Ye GONG
Chinese Medical Journal 2022;135(16):1894-1912
ABSTRACT:
Meningiomas are the most common primary intracranial neoplasm with diverse pathological types and complicated clinical manifestations. The fifth edition of the WHO Classification of Tumors of the Central Nervous System (WHO CNS5), published in 2021, introduces major changes that advance the role of molecular diagnostics in meningiomas. To follow the revision of WHO CNS5, this expert consensus statement was formed jointly by the Group of Neuro-Oncology, Society of Neurosurgery, Chinese Medical Association together with neuropathologists and evidence-based experts. The consensus provides reference points to integrate key biomarkers into stratification and clinical decision making for meningioma patients.
REGISTRATION
Practice guideline REgistration for transPAREncy (PREPARE), IPGRP-2022CN234.
Humans
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Meningioma/pathology*
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Consensus
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Neurosurgical Procedures
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Meningeal Neoplasms/pathology*
4.Curriculum design and lesson plan compilation of PBL teaching in forensic pathology
Cuiyun LE ; Bing XIA ; Jiawen WANG ; Zhu LI ; Jie WANG ; Changwu WAN
Chinese Journal of Medical Education Research 2021;20(11):1287-1291
Causes analysis of death is the most common work in forensic pathology practice. When designing problem-based learning (PBL) teaching objectives, we should take cause analysis of death as the main line and give consideration to other related issues. The selected cases should be typical ones that solve the target problems, which can fully reflect the basic theoretical knowledge of forensic pathology, and have moderate difficulty, delights and clear conclusions. The PBL course is divided into three steps. The first step focuses on providing students with case information to guide them to find out the problems that need to be solved. The second step focuses on discussing the problems and making pathological diagnoses. The third step focuses on answering the question raised at the beginning of the course. Each lesson can also be divided into several sections by which the lesson plans should be prepared. In the teaching process, performing active interaction with students, controlling the direction of classroom development, balancing student opportunities should be done well in order to make the curriculum smoothly and achieve the purpose of teaching.
5.Correlation between nUGT1A1 gene polymorphisms and adverse events of irinotecan plus S-1 for patients with recurrent or metastatic esophageal squamous cell carcinoma: a prospective, open-label, randomized controlled trial (ESWN 01)
Xi WANG ; Ying LIU ; Junxing HUANG ; Ping LU ; Yi BA ; Lin WU ; Yuxian BAI ; Shu ZHANG ; Jifeng FENG ; Ying CHENG ; Jie LI ; Lu WEN ; Xianglin YUAN ; Changwu MA ; Chunhong HU ; Qingxia FAN ; Binghe XU ; Jing HUANG
Chinese Journal of Oncology 2021;43(11):1177-1182
Objective:To investigate the correlation between UGT1A1 polymorphisms and the irinotecan plus S-1 regimen-induced toxicities in Chinese advanced esophageal squamous cell carcinoma (ESCC) patients.Methods:A total of 46 recurrent or metastatic ESCC patients selected from ESWN 01 trial were randomly assigned to irinotecan plus S-1 group [intravenous infusion of irinotecan (160 mg/m 2) on day 1 and oral S-1 (80-120 mg) on days 1-10, repeated every 14 days]. Peripheral venous blood at baseline was collected and genomic DNA was extracted. The genetic polymorphisms of UGT1A1*6 and UGT1A1*28 were analyzed by polymerase chain reaction (PCR) amplification. Irinotecan plus S-1 regimen-induced toxicities of patients with different UGT1A1 polymorphisms were observed. The correlation between UGT1A1 polymorphisms and the adverse effects was analyzed. Results:Among the 46 patients, the numbers of UGT1A1*6 wild type genotype (GG), mutant heterozygote (GA) and mutant homozygote (AA) were 30, 15 and 1, while those with UGT1A1*28 wild type genotype (TA6/6), mutant heterozygote (TA6/7) and mutant homozygote (TA7/7) were 36, 8 and 2, respectively. Only one patient with UGT1A1*6 AA genotype occurred grade 3 diarrhea, while one of the 2 patients with UGT1A1*28 TA7/7 genotype occurred grade 4 diarrhea. No neutropenia was observed in the patient with UGT1A1*6 AA genotype, however, both of the two patients with UGT1A1*28 TA7/7 genotype occurred grade 3-4 neutropenia. Patients with UGT1A1*28 genetic polymorphism (TA 6/7 or TA7/7) had a higher response rate compared with wild-type TA6/6 carriers. (55.6% versus 26.5%).Conclusions:The homozygous genotype of UGT1A1*6 AA and UGT1A1*28 TA7/7 are rare (<5%) in Chinese ESCC population. Not all homozygous AA and TA7/7 carriers occur severe dose limited toxicities (DLT) when treated with irinotecan (160 mg/m 2) plus S-1 regimen for 2 weeks. However, it′s still necessary torigorously observe the occurrence of severe diarrhea and neutropenia in patients with UGT1A1*6 AA and UGT1A1*28 TA7/7 and adjust the dose timely.
6.Correlation between nUGT1A1 gene polymorphisms and adverse events of irinotecan plus S-1 for patients with recurrent or metastatic esophageal squamous cell carcinoma: a prospective, open-label, randomized controlled trial (ESWN 01)
Xi WANG ; Ying LIU ; Junxing HUANG ; Ping LU ; Yi BA ; Lin WU ; Yuxian BAI ; Shu ZHANG ; Jifeng FENG ; Ying CHENG ; Jie LI ; Lu WEN ; Xianglin YUAN ; Changwu MA ; Chunhong HU ; Qingxia FAN ; Binghe XU ; Jing HUANG
Chinese Journal of Oncology 2021;43(11):1177-1182
Objective:To investigate the correlation between UGT1A1 polymorphisms and the irinotecan plus S-1 regimen-induced toxicities in Chinese advanced esophageal squamous cell carcinoma (ESCC) patients.Methods:A total of 46 recurrent or metastatic ESCC patients selected from ESWN 01 trial were randomly assigned to irinotecan plus S-1 group [intravenous infusion of irinotecan (160 mg/m 2) on day 1 and oral S-1 (80-120 mg) on days 1-10, repeated every 14 days]. Peripheral venous blood at baseline was collected and genomic DNA was extracted. The genetic polymorphisms of UGT1A1*6 and UGT1A1*28 were analyzed by polymerase chain reaction (PCR) amplification. Irinotecan plus S-1 regimen-induced toxicities of patients with different UGT1A1 polymorphisms were observed. The correlation between UGT1A1 polymorphisms and the adverse effects was analyzed. Results:Among the 46 patients, the numbers of UGT1A1*6 wild type genotype (GG), mutant heterozygote (GA) and mutant homozygote (AA) were 30, 15 and 1, while those with UGT1A1*28 wild type genotype (TA6/6), mutant heterozygote (TA6/7) and mutant homozygote (TA7/7) were 36, 8 and 2, respectively. Only one patient with UGT1A1*6 AA genotype occurred grade 3 diarrhea, while one of the 2 patients with UGT1A1*28 TA7/7 genotype occurred grade 4 diarrhea. No neutropenia was observed in the patient with UGT1A1*6 AA genotype, however, both of the two patients with UGT1A1*28 TA7/7 genotype occurred grade 3-4 neutropenia. Patients with UGT1A1*28 genetic polymorphism (TA 6/7 or TA7/7) had a higher response rate compared with wild-type TA6/6 carriers. (55.6% versus 26.5%).Conclusions:The homozygous genotype of UGT1A1*6 AA and UGT1A1*28 TA7/7 are rare (<5%) in Chinese ESCC population. Not all homozygous AA and TA7/7 carriers occur severe dose limited toxicities (DLT) when treated with irinotecan (160 mg/m 2) plus S-1 regimen for 2 weeks. However, it′s still necessary torigorously observe the occurrence of severe diarrhea and neutropenia in patients with UGT1A1*6 AA and UGT1A1*28 TA7/7 and adjust the dose timely.
7.Effect of traditional Chinese medicine for replenishing qi, nourishing yin and activating blood on renal Notch/Hes1 signaling in rats with diabetic nephropathy.
Xuemei ZHOU ; Congshu XU ; Kai WANG ; Quangen CHU ; Changwu DONG ; Chuanyun WU ; Jiangen ZHAO ; Lingxiu LI ; Li WANG
Journal of Southern Medical University 2019;39(7):855-860
OBJECTIVE:
To observe the effects of a traditional Chinese medicine (TCM) capsule for replenishing qi, nourishing yin and activating blood on Notch/Hes1 signaling pathway in the renal tissue and vascular endothelial CD34 and CD144 expressions in a rat model of diabetic nephropathy.
METHODS:
Rat models of early-stage diabetic nephropathy were established by left nephrectomy and high- fat and high- sugar feeding combined with intraperitoneal injection of STZ. The rats were randomized into model group, benazepril group, and high-, moderate-, and low-dose TCM capsule groups for corresponding treatments, with 6 normal rats as the control group. After 8 weeks of drug treatment, blood glucose and 24-h urinary albumin of the rats were measured, and the renal histopathology was observed with HE staining; Hes1 expression in the renal tissue was detected with immunohistochemical staining, and the renal expressions of CD34 and CD144 were detected using Western blotting.
RESULTS:
Compared with the normal control group, the rat models of diabetic nephropathy showed obvious abnormalities in 24- h urinary albumin and expressions of Hes1, CD34 and CD144d. The TCM capsule at both the high and moderate doses significantly reduced 24-h urinary albumin in the rats; the renal expressions of Hes1 and CD34 was significantly reduced in all the dose groups, and the expression of CD144 was significantly reduced in the high- dose group. Compared with benazepril group, the TCM capsule obviously reduced CD34 expression at all the 3 doses and lowered CD144 expression at the low dose. Histopathologically, the rats in the model group showed glomerular hypertrophy, increased mesenteric matrix, thickening and widening of the mesenteric membrane, and nodular hyperplasia. These pathologies were obviously alleviated by treatment with the TCM capsule at the high and moderate doses.
CONCLUSIONS
The Traditional Chinese medicine (TCM) capsule for replenishing qi, nourishing yin and activating blood can reduce Hes1, CD34 and CD144 in kidney tissue of model rats, play a protective role on kidney function and delay the development of DN.
Animals
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Diabetic Nephropathies
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Drugs, Chinese Herbal
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Medicine, Chinese Traditional
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Qi
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Rats
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Signal Transduction
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Transcription Factor HES-1
9.Influences of statin treatment on MR vessel wall imaging-observed characteristics of atherosclerotic plaque in the thoracic aorta in the elderly
Changwu ZHOU ; Cheng LI ; Xihai ZHAO ; Fang DU ; Wei WANG ; Huiyu QIAO ; Le HE ; Rui LI ; Huijun CHEN ; Qiang ZHANG ; Chun YUAN
Chinese Journal of Geriatrics 2017;36(4):412-416
Objective To evaluate the influences of statin treatment on MR vessel wall imagingobserved characteristics of atherosclerotic plaque in the thoracic aorta of the elderly.Methods Elderly subjects (≥ 60 years) without any serious cerebro-cardiovascular diseases were recruited.Thoracic aorta was imaged on MR scanner for all the subjects.The plaque burden was calculated quantitatively,the composition of plaque in thoracic aorta was evaluated qualitatively,and the contributions of statin treatment to these characteristics were also compared by image interpretation personals.The thoracic aorta was divided into three segments (AAO:ascending aorta;AOA:aortic arch,and DOA:descending aorta)on the imaging.Results Totally 55 recruited subjects had atherosclerotic plaque in thoracic aorta,with 24 subjects receiving statin treatment,and 50 % (12/24) male,aged 73.8±6.3 years.The level of LDL C[(2.4±0.7)mmol/L vs.(3.1±0.8)mmol/L(P< 0.01)]and total cholesterol[(4.4±0.6)mmol/L vs.(5.1 ±1.0)mmol/L(P<0.01)]were significantly lower in statin group than in non-statin group.The lumen area,wall area,and total vessel area in all three segments of thoracic aorta were significantly smaller in statin group(all P<0.05)than in nonstatin group.The average wall thickness in segment of AOA[(2.7±0.3)mm vs.(2.8±0.4)mm(P<0.01)]and DAO[(2.5±0.4)mm vs.(2.6±0.5)mm(P<0.01)]were smaller in statin group than in non-statin group.The incidence rate of intraplaque hemorrhage / mural thrombus [6 cases (25.0%) vs.8 cases(25.8 %)]in thoracic aorta was a little lower in statin group than in non-statin group,with no significant difference(P>0.05).Conclusions Statin treatment decreases LDL-C level,reduces the burden of atherosclerotic plaque in thoracic aorta,and maintains the atherosclerotic plaque stability.
10.Bone marrow mesenchymal stem cell transplantationvia the tail vein for liver fibrosis
Chinese Journal of Tissue Engineering Research 2016;20(6):841-847
BACKGROUND:Liver fibrosis is the early stage of terminal liver diseases. Effective treatment for liver fibrosis can prevent the occurrence of terminal liver diseases. Bone marrow mesenchymal stem cel transplantation is a promising method to treat liver fibrosis. OBJECTIVE:To study the therapeutic effect of bone marrow mesenchymal stem cels on liver fibrosis in rats. METHODS: Eighteen Sprague-Dawely rats were randomized into three groups: control, model and cel transplantation groups. Animal models of carbon tetrachloride-induced liver fibrosis were made in the latter two groups. After modeling, 1 mL bone marrow mesenchymal stem cels (5×105) or the same volume of normal saline was injectedviathe tail vein into the rats in the cel transplantation and model groups, respectively. Rats in the control group were given no treatment. Degree of liver fibrosis, liver function, histological changes of the liver were detected and observed in the three groups at 4 weeks after treatment. RESULTS AND CONCLUSION:In the control group, the liver tissues had normal structure with no fibrosis; in the model group, proliferation of fibrous tissues in the portal area of the liver, inflammatory cel infiltration, vacuolar degeneration and irregular arrangement of liver cels, and tissue structure damage were observed; in the transplantation group, liver tissue damage was severer than the control group but milder than the model group. Levels of serum hyaluronidase, type IV colagen and procolagen III were significantly lower in the cel transplantation group than the model group (P< 0.05). These findings indicate that bone marrow mesenchymal stem cel transplantation can aleviate liver fibrosis and improve liver function in rats with carbon tetrachloride-induced liver fibrosis.

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