1.Construction and application of the "Huaxi Hongyi" large medical model
Rui SHI ; Bing ZHENG ; Xun YAO ; Hao YANG ; Xuchen YANG ; Siyuan ZHANG ; Zhenwu WANG ; Dongfeng LIU ; Jing DONG ; Jiaxi XIE ; Hu MA ; Zhiyang HE ; Cheng JIANG ; Feng QIAO ; Fengming LUO ; Jin HUANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(05):587-593
		                        		
		                        			
		                        			Objective  To construct large medical model named by "Huaxi HongYi"and explore its application effectiveness in assisting medical record generation. Methods  By the way of a full-chain medical large model construction paradigm of "data annotation - model training - scenario incubation", through strategies such as multimodal data fusion, domain adaptation training, and localization of hardware adaptation, "Huaxi HongYi" with 72 billion parameters was constructed. Combined with technologies such as speech recognition, knowledge graphs, and reinforcement learning, an application system for assisting in the generation of medical records was developed. Results Taking the assisted generation of discharge records as an example, in the pilot department, after using the application system, the average completion times of writing a medical records shortened (21 min vs. 5 min) with efficiency increased by 3.2 time, the accuracy rate of the model output reached 92.4%. Conclusion  It is feasible for medical institutions to build independently controllable medical large models and incubate various applications based on these models, providing a reference pathway for artificial intelligence development in similar institutions.
		                        		
		                        		
		                        		
		                        	
2.The cytochrome P4501A1 (CYP1A1) inhibitor bergamottin enhances host tolerance to multidrug-resistant Vibrio vulnificus infection
Ruo-Bai QIAO ; Wei-Hong DAI ; Wei LI ; Xue YANG ; Dong-Mei HE ; Rui GAO ; Yin-Qin CUI ; Ri-Xing WANG ; Xiao-Yuan MA ; Fang-Jie WANG ; Hua-Ping LIANG
Chinese Journal of Traumatology 2024;27(5):295-304
		                        		
		                        			
		                        			Purpose::Vibrio vulnificus ( V. Vulnificus) infection is characterized by rapid onset, aggressive progression, and challenging treatment. Bacterial resistance poses a significant challenge for clinical anti-infection treatment and is thus the subject of research. Enhancing host infection tolerance represents a novel infection prevention strategy to improve patient survival. Our team initially identified cytochrome P4501A1 (CYP1A1) as an important target owing to its negative modulation of the body's infection tolerance. This study explored the superior effects of the CYP1A1 inhibitor bergamottin compared to antibiotic combination therapy on the survival of mice infected with multidrug-resistant V. Vulnificus and the protection of their vital organs. Methods::An increasing concentration gradient method was used to induce multidrug-resistant V. Vulnificus development. We established a lethal infection model in C57BL/6J male mice and evaluated the effect of bergamottin on mouse survival. A mild infection model was established in C57BL/6J male mice, and the serum levels of creatinine, urea nitrogen, aspartate aminotransferase, and alanine aminotransferase were determined using enzyme-linked immunosorbent assay to evaluate the effect of bergamottin on liver and kidney function. The morphological changes induced in the presence of bergamottin in mouse organs were evaluated by hematoxylin and eosin staining of liver and kidney tissues. The bacterial growth curve and organ load determination were used to evaluate whether bergamottin has a direct antibacterial effect on multidrug-resistant V. Vulnificus. Quantification of inflammatory factors in serum by enzyme-linked immunosorbent assay and the expression levels of inflammatory factors in liver and kidney tissues by real-time quantitative polymerase chain reaction were performed to evaluate the effect of bergamottin on inflammatory factor levels. Western blot analysis of IκBα, phosphorylated IκBα, p65, and phosphorylated p65 protein expression in liver and kidney tissues and in human hepatocellular carcinomas-2 and human kidney-2 cell lines was used to evaluate the effect of bergamottin on the nuclear factor kappa-B signaling pathway. One-way ANOVA and Kaplan-Meier analysis were used for statistical analysis. Results::In mice infected with multidrug-resistant V. Vulnificus, bergamottin prolonged survival ( p = 0.014), reduced the serum creatinine ( p = 0.002), urea nitrogen ( p = 0.030), aspartate aminotransferase ( p = 0.029), and alanine aminotransferase ( p = 0.003) levels, and protected the cellular morphology of liver and kidney tissues. Bergamottin inhibited interleukin (IL)-1β, IL-6, and tumor necrosis factor (TNF)-α expression in serum (IL-1β: p = 0.010, IL-6: p = 0.029, TNF-α: p = 0.025) and inhibited the protein expression of the inflammatory factors IL-1β, IL-6, TNF-α in liver (IL-1β: p = 0.010, IL-6: p = 0.011, TNF-α: p = 0.037) and kidney (IL-1β: p = 0.016, IL-6: p = 0.011, TNF-α: p = 0.008) tissues. Bergamottin did not affect the proliferation of multidrug-resistant V. Vulnificus or the bacterial load in the mouse peritoneal lavage fluid ( p = 0.225), liver ( p = 0.186), or kidney ( p = 0.637). Conclusion::Bergamottin enhances the tolerance of mice to multidrug-resistant V. Vulnificus infection. This study can serve as a reference and guide the development of novel clinical treatment strategies for V. Vulnificus.
		                        		
		                        		
		                        		
		                        	
3.Evaluation of the effect of long-term full-dose cognitive digital therapy on cognitive function in patients with cognitive disorders
Yuchen QIAO ; Hong CHANG ; Xuan YANG ; Rui WANG ; Na WEI ; Jiamei WANG
Chinese Journal of Practical Nursing 2024;40(24):1863-1870
		                        		
		                        			
		                        			Objective:To evaluate the effect of long-term full-dose cognitive digital therapy on improving and maintaining cognitive function in patients with cognitive disorders, and to provide basis for nursing management of patients with cognitive disorders.Methods:This study adopted three parallel randomized control trial design. By adopting the method of continuous grouping and convenient sampling, from January 2020 to January 2023, 90 patients with cognitive disorders who were treated in the neurology outpatient department of Beijing Xuanwu Hospital of Capital Medical University were selected as the study objects. These patients were divided into the control group, outpatient group and home group with 30 patients in each group by using the random digit table method. The control group received routine nursing, patients in the outpatient group received cognitive digital therapy in clinic based on routine nursing, and patients in the home group received cognitive digital therapy at home based on routine. Before intervention, 6 and 12 months after intervention, Mini-Mental State Examination (MMSE) and Montreal Cognitive Assessment (MoCA) were compared among three groups.Results:A total of 85 patients were enrolled in three groups. There were 28 cases in the control group, including 12 males and 16 females, aged (64.68±11.26) years. There were 30 patients in the outpatient group, including 19 males and 11 females, aged (65.74 ± 8.44) years. There were 27 cases in the home group, including 14 males and 13 females, aged (66.81 ± 11.18) years. The MMSE scores of the control group before intervention, 6 and 12 months after intervention were (22.00 ± 4.82), (17.25 ± 5.15), (14.25 ± 4.54) points respectively, and those of the outpatient group were (22.26 ± 3.46), (22.93 ± 3.77), (22.30 ± 3.57) points, while those of the home group were (22.40 ± 3.72), (22.03 ± 3.76), (21.90 ± 4.08) points respectively. The analysis of variance of repeated measurements showed that the intergroup, time and interaction effects were statistically significant ( Fbetween-group=15.30, Ftime=4.10, Finteraction=20.25, all P<0.05). The total scores of MoCA in the control group were (16.50 ± 4.87), (12.64 ± 4.94), (9.89 ± 4.01) points before intervention, 6 and 12 months after intervention, (18.74 ± 4.22), (18.96 ± 4.31), (18.41 ± 4.34) points in the outpatient group, (17.20 ± 5.12), (16.93 ± 3.67), (16.93 ± 4.10) points in the home group respectively. The analysis of variance of repeated measurements showed that the intergroup, time and interaction effects were statistically significant ( Fbetween-group=16.30, Ftime=5.74, Finteraction=12.08, all P<0.05). Conclusions:Long-term adequate outpatient and in-home cognitive digital therapy can effectively improve and maintain cognitive function in patients with cognitive disorders. It optimizes the management scheme of cognitive function training and provides evidence-based basis for non-drug intervention of patients with cognitive disorders.
		                        		
		                        		
		                        		
		                        	
4.Diagnosis and Risk Stratification of Acute Myeloid Leukemia,Myelodysplasia-Related
Hui YANG ; Rui GUO ; Yu SHI ; Chun QIAO ; Yan WANG ; Yu-Jie WU ; Hai-Rong QIU
Journal of Experimental Hematology 2024;32(5):1372-1376
		                        		
		                        			
		                        			Objective:To analyze the clinical and genetic characteristics of acute myeloid leukemia,myelodysplasia-related(AML-MR)patients and evaluate their prognostic risk stratification,to guide clinical treatment decisions and improve understanding of the biological characteristics and disease progression.Methods:The study analyzed cellular and molecular genetic information of 307 AML-MR patients,diagnosed based on clinical history,bone marrow morphology,cytogenetics,and molecular genetic abnormalities.The risk stratification followed the 2022 ELN guidelines.Results:57 cases(18.6%)met the AML-MR diagnostic criteria based on morphology and clinical history,110 cases(37.2%)met the AML-MR diagnostic criteria based on cytogenetic results,and 210 cases(74.5%)met the AML-MR diagnostic criteria based on molecular testing results.Among different type of mutations,ASXL1 mutation was the most frequent,followed by SRSF2 and BCOR mutations.Except for 2 cases with incomplete data that could not be classified.263(86.2%)of the 305 patients were classified as poor prognosis,20(6.6%)were classified as good prognosis group,and 22(7.2%)were classified as intermediate prognosis group.Conclusion:Molecular genetic information plays a crucial role in diagnosing AML-MR,highlighting the importance of genetics in diagnosis and prognosis.Most AML-MR patients fall into poor prognosis categories,necessitating early intensive and targeted therapy for better survival outcomes.
		                        		
		                        		
		                        		
		                        	
5.Remifentanil Down-regulates GIRK2 Expression in Rat Dorsal Root Ganglion and Spinal Dorsal Horn
Guo-ya LUO ; Xiao-e WANG ; Lin-zhi LI ; Wen-hui WANG ; Qiao-rui YANG ; Yuan CHEN ; Li XIAO ; Yu CUI
Journal of Sun Yat-sen University(Medical Sciences) 2023;44(3):361-368
		                        		
		                        			
		                        			ObjectiveTo observe the changes in the expression and distribution of G protein-gated inwardly rectifying potassium channel subunit 2 (GIRK2) in the dorsal root ganglion (DRG) and spinal cord dorsal horn of rats with remifentanil-induced hyperalgesia. MethodsHyperalgesia was induced by intravenous infusion of remifentanil 4 μg/kg/min for 2 h in adult male SD rats. At 6th hour and on days 1, 3 and 5 following remifentanil treatment, we used immunofluorescence to examine the changes in the GIRK2 distribution and expression. Immunoblotting was used to detect GIRK2 expression of the total protein and membrane protein in DRG and spinal dorsal horn of rats. Behavioral testing was applied to evaluate the effect of intrathecal injection of GIRK2-specific agonist ML297 on thermal nociceptive threshold on day 1 after remifentanil infusion. Resultsmmunofluorescence results showed that GIRK2 was mainly co-localized with IB4-positive small neurons in DRG and nerve fibers in spinal dorsal horn. GIRK2 expression was significantly downregulated following remifentanil treatment. Immunoblotting results revealed that on day 1 following intravenous infusion of remifentanil, compared with those in the control group, GIRK2 expression levels of the total protein and membrane protein in DRG (0.47 ± 0.10 vs. 1.01 ± 0.17, P < 0.001; 0.47 ± 0.11 vs. 1.06 ± 0.12, P < 0.001) and spinal dorsal horn (0.52 ± 0.09 vs. 1.10 ± 0.08, P < 0.001; 0.54 ± 0.10 vs. 1.01 ± 0.13, P < 0.001) were all significantly decreased. The behavioral results showed that intrathecal ML297 effect on thermal withdrawal latency was significantly reduced following remifentanil treatment (P < 0.001). ConclusionsRemifentanil might induce hyperalgesia via down-regulating GIRK2 expression in rat DRG and spinal cord dorsal horn. 
		                        		
		                        		
		                        		
		                        	
6.Alleviation of isoproterenol-induced myocardial fibrosis in mice by autophagy regulated by Astragaloside Ⅳ through activating ROCK/JNK pathway
Feifei WU ; Xiaoqi ZHANG ; Jing LIAN ; Jing YANG ; Mengen ZHAI ; Rui QIAO ; Chennian XU ; Tingting YANG
Journal of Pharmaceutical Practice 2023;41(8):478-484
		                        		
		                        			
		                        			Objective To investigate the effect and mechanism of astragaloside Ⅳ(AS-Ⅳ) activating ROCK/JNK to regulate autophagy in improving isoproterenol (ISO) induced myocardial fibrosis (MF) in mice. Methods The mice were randomly divided into control operation group (Control group), ISO induced myocardial fibrosis group (MF group), AS-Ⅳ treatment group (AS-Ⅳ group) and combination group of astragaloside IV and Y-33075 (ROCK inhibitor) (astragaloside IV+Y-33075 group). After repeated administration for 30 days. The serum levels of LDH, BNP, CTGF in each group were detected. The cardiac function was detected by ultrasound. Myocardial structure and tissue fibrosis degree in each group were detected by Sirius Red and Masson staining. Oxidative stress (ROS) levels in myocardial tissue of each group were detected by DHE staining and the expression of ROCK, JNK, Atg5, Beclin 1, and LC3 Ⅰ/Ⅱ in myocardial tissue were detected by Western blotting. Results Compared with AS-Ⅳ group, the EF value of AS-Ⅳ+Y-33075 group decreased and the degree of myocardial fibrosis increased (P<0.05). The serum level of LDH, BNP, CTGF increased and the level of ROS in myocardial tissue increased while the expression of ROCK, JNK, Atg5, Beclin 1, LC3 Ⅰ/Ⅱ decreased (P<0.05). Y-33075 could block the protective effect of AS-Ⅳ on myocardial injury induced by MF and inhibit the regulation of AS-Ⅳ on ROCK and JNK. Conclusion AS-Ⅳ could attenuate myocardial fibrosis in mice by activating ROCK/JNK signal and promoting autophagy.
		                        		
		                        		
		                        		
		                        	
7.Epidemiological characteristics of typhoid fever and paratyphoid fever in China, 2004-2020.
Xi Yu GAO ; Qiao Yu TANG ; Feng Feng LIU ; Yang SONG ; Zhi Jie ZHANG ; Zhao Rui CHANG
Chinese Journal of Epidemiology 2023;44(5):743-750
		                        		
		                        			
		                        			Objective: To analyze the incidence trend and epidemiological characteristics of typhoid fever and paratyphoid fever in China from 2004 to 2020, understand the high-incidence population and hotspot areas, and provide evidences to develop more targeted prevention and control measures. Methods: The descriptive epidemiological method and spatial analysis method were applied to analyze the epidemiological characteristics of typhoid fever and paratyphoid fever in China during this period by using the surveillance data collected from the National Notifiable Infectious Disease Reporting System of Chinese Center for Disease Control and Prevention. Results: A total of 202 991 cases of typhoid fever were reported in China from 2004 to 2020. More cases occurred in men than in women (sex ratio: 1.18∶1). Most cases were reported in adults aged 20-59 years (53.60%). The incidence rate of typhoid fever decreased from 2.54/100 000 in 2004 to 0.38/100 000 in 2020. The highest incidence rate was reported in young children aged <3 years after 2011, ranging from 1.13/100 000 to 2.78/100 000, and during this period the proportion of cases in this age group increased from 3.48% to 15.59%. The proportion of the cases in the elderly aged ≥60 years increased from 6.46% in 2004 to 19.34% in 2020. The hotspot areas existed in Yunnan, Guizhou, Guangxi and Sichuan Provinces and expanded to Guangdong, Hunan, Jiangxi, and Fujian Provinces. A total of 86 226 paratyphoid fever cases were reported from 2004 to 2020, the male to female ratio of the cases was 1.21∶1. Most cases were reported in adults aged 20-59 years (59.80%). The incidence rate of paratyphoid fever decreased from 1.26/100 000 in 2004 to 0.12/100 000 in 2020. The highest incidence rate of paratyphoid fever was in young children aged <3 years after 2007, ranging from 0.57/100 000 to 1.19/100 000, and during this period the proportion of the cases in this age group increased from 1.48% to 30.92%. The proportion of the cases in the elderly aged ≥60 years increased from 4.52% in 2004 to 22.28% in 2020. The hotspot areas expanded to the east, including Guangdong, Hunan and Jiangxi Provinces, from Yunnan, Guizhou, Sichuan, and Guangxi Provinces. Conclusions: The results showed a low level of incidence of typhoid fever and paratyphoid fever in China with a trend of decreasing per year. The hotspots were mainly in the of Yunnan, Guizhou, Guangxi and Sichuan Provinces, with an expanding trend to eastern China. It is necessary to strengthen the typhoid fever and paratyphoid fever prevention and control in southwestern China, among young children aged <3 years and the elderly aged ≥60 years.
		                        		
		                        		
		                        		
		                        			Adult
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		                        			Aged
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		                        			Child, Preschool
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		                        			Female
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		                        			Humans
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		                        			Male
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		                        			China/epidemiology*
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		                        			Paratyphoid Fever/epidemiology*
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		                        			Sex Ratio
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		                        			Typhoid Fever/epidemiology*
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		                        			Young Adult
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		                        			Middle Aged
		                        			
		                        		
		                        	
8.Epidemiological characteristics of norovirus acute gastroenteritis outbreaks and influencing factors in China, 2007-2021.
Qiao Yu TANG ; Xi Yu GAO ; Yang SONG ; Yu Tong ZHANG ; Lu RAN ; Zhao Rui CHANG ; Yan Ping ZHANG ; Feng Feng LIU
Chinese Journal of Epidemiology 2023;44(5):751-758
		                        		
		                        			
		                        			Objective: To analyze the epidemiological characteristics of norovirus-caused acute gastroenteritis outbreaks in China, identify the factors influencing the scale of outbreaks, and provide scientific evidences for early control of norovirus infection outbreaks. Methods: The descriptive epidemiological analysis approach was applied to analyze the incidence of national norovirus infection outbreaks by using the data from the Public Health Emergency Event Surveillance System in China from January 1, 2007 to December 31, 2021. The unconditional logistic regression model was applied to analyze the risk factors that affected the outbreaks' scale. Results: A total of 1 725 norovirus infection outbreaks were recorded in China from 2007 to 2021, with an upward trend in the number of the reported outbreaks. The southern provinces had their annual outbreak peaks from October to March; the northern provinces had two outbreak peaks from October to December and from March to June annually. The outbreaks occurred mainly in southeastern coastal provinces with a trend of gradual spread to central, northeastern and western provinces. The outbreaks mainly occurred in schools and childcare setting (1 539 cases, 89.22%), followed by enterprises and institutions (67 cases, 3.88%) and community households (55 cases, 3.19%). Human to human transmission was the main infection route (73.16%), and norovirus GⅡ genotype was the predominate pathogen causing the outbreaks (899 cases, 81.58%). The time interval between the onset of the primary case and the outbreak reporting M (Q1, Q3) was 3 (2, 6) days and the case number of the outbreak M (Q1, Q3) was 38 (28, 62). The timeliness of outbreak reporting was improved in recent years and the scale of the outbreaks showed a decreasing trend over the years, the differences in reporting timeliness and outbreak scale among different settings were significant (P<0.001). The factors that affected outbreaks' scale included the outbreak setting, transmission route, outbreak reporting timeliness and type of living areas (P<0.05). Conclusions: From 2007 to 2021, the number of the norovirus-caused acute gastroenteritis outbreaks increased in China and the more areas were affected. However, the outbreak scale showed a decreasing trend and the outbreak reporting timeliness was improved. It is important to further improve the surveillance sensitivity and reporting timeliness for the effective control of the outbreak scale.
		                        		
		                        		
		                        		
		                        			Humans
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		                        			Child
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		                        			Norovirus
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		                        			Disease Outbreaks
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		                        			China
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		                        			Child Care
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		                        			Gastroenteritis
		                        			
		                        		
		                        	
9.A systematic review of the epidemiology and clinical characteristics of artificial stone-related silicosis and dust protection.
Zi Yun GUO ; Na WU ; Jing Wei WANG ; Rui Min MA ; Qiao YE
Chinese Journal of Industrial Hygiene and Occupational Diseases 2023;41(7):509-517
		                        		
		                        			
		                        			Objective: To investigate the epidemiology, clinical characteristics, on-site dust monitoring and individual protection of the patients with artificial stone-related silicosis. Methods: In March 2022, the literature on artificial stone-related silicosis published from January 1965 to February 2022 was searched in China Journal Full-text Database, Wanfang Database, VIP Database, EMbase and PubMed. Chinese and English search terms include "silica dust""silica dust""silicosis""artificial stone""pneumoconiosis", etc. References were included according to inclusion and exclusion criteria, and data were extracted. The epidemiological characteristics, natural course of disease, workplace dust concentration and individual protection level of patients with artificial stone-related silicosis were analyzed by systematic review. Results: A total of 30 literatures were included, including 7 cohort studies, 14 cross-sectional studies, 3 case-control studies and 6 case reports. A total of 1358 patients with artificial stone-related silicosis were diagnosed from 1997 to 2020, with an average age of 41.5 years old and an average dust exposure time of 11.3 years. Among them, 36.2% (282/778) had progressive mass fibrosis or accelerated progressive silicosis at first diagnosis. Chest imaging showed diffuse small nodule shadow, pulmonary fibrosis, and silico-alveolar proteinosis. Pulmonary function showed restricted or mixed ventilation disorder with or without decreased diffusion volume. The disease progressed rapidly, with progressive mass fibrosis, respiratory failure, and even death. Patients engaged in artificial quartz stone processing, with high concentration of silica including ultra-fine particles, most of which were dry operation, lack of on-site ventilation measures and no effective personal protection. Conclusion: The artificial stone processing workers suffer from artificial stone-related silicosis due to dry cutting, lack of on-site dust removal facilities and personal protective measures, and the disease progresses rapidly, leading to poor prognosis.
		                        		
		                        		
		                        		
		                        	
10.Comprehensive Diagnosis of Mantle Cell Lymphoma.
Hui YANG ; Rui GUO ; Yu SHI ; Rong WANG ; Chun QIAO ; Yu-Jie WU ; Lei FAN ; Wei XU ; Jian-Yong LI ; Hai-Rong QIU
Journal of Experimental Hematology 2023;31(6):1720-1725
		                        		
		                        			OBJECTIVE:
		                        			To explore the value of multiple detection methods based on histopathology and supplemented by bone marrow or peripheral blood sample detections in the comprehensive diagnosis of mantle cell lymphoma (MCL).
		                        		
		                        			METHODS:
		                        			The clinical, immunophenotypic, pathologic, cytogenetic and molecular features of 153 newly diagnosed MCL patients admitted to the hematology department of our hospital from May 2009 to September 2022 were analyzed.
		                        		
		                        			RESULTS:
		                        			144 (96.6%) of the 149 MCL patients who underwent marrow or peripheral blood IGH/CCND1 FISH detection at initial diagnosis were positive, of which 36 cases (24.2%) had a low proportion positive. The immunophenotypes in 115 patients were analyzed by flow cytometry (FCM), 89 cases (77.4%) conformed to MCL while 23 cases (20.0%) were initially diagnosed as B-cell lymphoproliferative disorders (B-LPD). Of the 75 cases who performed bone marrow biopsy, 50 cases (66.7%) had morphological and immunophenotypic characteristics consistent with MCL, 15 cases (20.0%) were classified as B-LPD, and 10 cases with no obvious abnormality. 77 patients underwent histopathology examination, of which 73 cases (94.8%) had typical clinicopathological features of MCL, including 2 CCND1 negative MCL, 2 pleomorphic variants, 5 pleomorphic variants and 4 cases diagnosed as other leukemia or lymphoma. Among 153 cases of MCL, 128 cases were classic MCL(cMCL), and another 25 cases (16.3%) were diagnosed as leukemic non-lymph node MCL (lnnMCL). The incidence of IGHV mutation, TP53 mutation and CD23 expression positive were significantly different between cMCL and lnnMCL.
		                        		
		                        			CONCLUSION
		                        			Histopathology is still the main standard for the diagnosis of cMCL, and detection based on bone marrow or peripheral blood samples is an important means for the diagnosis of lnnMCL. Single marker or examination can cause a certain proportion of misdiagnosis. The accurate diagnosis of MCL depends on a combination of multiple detection methods.
		                        		
		                        		
		                        		
		                        			Adult
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		                        			Humans
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		                        			Lymphoma, Mantle-Cell/genetics*
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		                        			Bone Marrow/pathology*
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		                        			Leukemia/pathology*
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		                        			Mutation
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		                        			Immunophenotyping
		                        			
		                        		
		                        	
            
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