1.Hotspot and trend analysis of application of artificial intelligence in the diagnosis and treatment of traumatic brain injury
Wangping JIA ; Yinxia ZHAN ; Guodong LIU ; Bo ZHANG ; Yingjie MA ; Lei WANG ; Liangming LIU
Chinese Journal of Trauma 2024;40(11):992-999
Objective:To analyze the hotspots and trends of the researches on artificial intelligence (AI) in the diagnosis and treatment of traumatic brain injury (TBI).Methods:Based on the core database of Web of Science, the studies over AI in the diagnosis and treatment of TBI published from January 2000 to June 2024 were obtained by searching with the subject headings. VOSviewer software was used to analyze the publication year trend, country publication volume, country cooperation network, author publication volume, author citation frequency and author cooperation network. CiteSpace software was also used to identify key words with a significant rise in frequency over a short period of time to obtain the research trends.Results:A total of 2 662 relevant studies were retrieved, from which 677 related with AI in the diagnosis and treatment of TBI were finally enrolled. The number of published studies per year generally showed a rapid growth from 2018 to 2023. The United States had the highest number of publications as a country (362 studies). The author Camarillo had the most publications (9 studies). Rehabilitation was the keyword with the highest frequency (133 times) and the clustering topics containing the three largest number of keywords were virtual reality (VR), mild TBI, and deep learning. The keywords of mobile application, mobile health and intracranial pressure showed a significant increase in frequency from January 2022 to June 2024.Conclusions:VR technology, mild TBI and deep learning technology are the research hotspots of AI in TBI diagnosis and treatment. Mobile apps, mobile health, and intracranial pressure may be new research trends for AI in the diagnosis and treatment of TBI.
2.Effect of modified FC/ATG preconditioning on allogeneic hematopoietic stem cell transplantation for severe aplastic anemia
Ruirui REN ; Liangming MA ; Tao WANG ; Qiujuan ZHU ; Zhilin GAO
Chinese Journal of Organ Transplantation 2021;42(11):646-651
Objective:To evaluate the efficacy and safety of modified FC/ATG pretreatment in the treatment of severe aplastic anemia(SAA).Methods:From June 2012 to June 2020, clinical data of 64 patients with severe aplastic anemia undergoing allogeneic hematopoietic stem cell transplantation with modified FC/ATG(Flu 30 mg·m -2·d -l, -5~-2 d、CTX 50 mg·kg -1·d -1~-2 d、ATG: 2.5 mg·kg -1·d -1, -5~-2 d) pretreatment were retrospectively analyzed.There were MSD-HSCT ( n=29) and Haplo-HSCT ( n=35). Results:One patient died of intracerebral hemorrhage before transplantation and the remainders were completely implanted.During a median follow-up period of 14.5(1-95) months, overall survival (OS) rate of 92.2%.It was significantly higher than OS rate of 67.2% in the treatment of SAA by foreign pretreatment regimens containing low-dose TBI.And pretreatment scheme containing FC+ BU/TBI had an OS of slightly >91.3% in the treatment of SAA.The 3-year OS rates were 85.7% and 93.5% in Haplo-HSCT and MSD-HSCT groups ( P=0.058). The OS rate of SAA Haplo-HSCT/MSD-HSCT group was similar to that of " Beijing Protocol" (BU/CY+ ATG) (89%, 91%). The viral infection rates of EB and CMV were significantly higher in haplo-HSCT group than those in MSD-HSCT group and inter-group difference was statistically significant ( P<0.05). However, univariate analysis showed that two groups had no effect on survival time ( P=0.403, P=0.132). Univariate analysis showed that survival time was significantly associated with the presence of Ⅲ-Ⅳ° aGVHD and the presence of severe complications ( P=0.007, P=0.001). Further multivariate analysis revealed that severe complication was an independent risk factor for survival ( P=0.003). Conclusions:The efficacy of improved FC/ATG pretreatment in the treatment of SAA in MSD-HSCT or Haplo-HSCT is higher than other domestic and international pretreatment schemes in OS rate, safety and effectiveness.Onset of severe complication and association with Ⅲ ~ Ⅳ ° aGVHD are the influencing factors for patient survival.The efficacy of Haplo-HSCT group is similar to that of MSD-HSCT group.It may be employed as an alternative donor for SAA patients without fully congruent donors.
3.Analysis of gonad and reproductive function of recipients after hematopoietic stem cell transplantation in severe aplastic anemia
Yafang GUO ; Liangming MA ; Qiujuan ZHU ; Rong GONG ; Zhilin GAO ; Weiwei TIAN ; Tao WANG
Chinese Journal of Organ Transplantation 2021;42(12):744-749
Objective:To compare the effects of two pretreatment schemes on the efficacy, gonad and reproductive function of haploid hematopoietic stem cell transplantation recipients with severe aplastic anemia(SAA).Methods:The data of 73 patients with SAA who underwent haploid hematopoietic stem cell transplantation were analyzed retrospectively.The pretreatment scheme was divided into Fludarabine+ Cyclophosphamide+ Antithymocyte globulin group(FC lowATG group, 45 cases)and Busulfan+ Cyclophosphamide+ Antithymocyte globulin group(Bucy/ATG group, 28 cases). The changes of blood cell implantation time, follicle stimulating hormone(FSH), luteinizing hormone (LH), estradiol and testosterone were compared between the two groups. Results:there was no significant difference in blood cell implantation time between the two groups( P=0.096; P=0.133). The levels of FSH and LH in female recipients in Bucy/ATG group were higher than those in FC lowATG group, and the level of estradiol was lower than that in FC lowATG group.There were significant differences between the groups(all P<0.05). The pregnancy or fertility rate of female recipients in Bucy/ATG group was lower than that in FC lowATG group(all P<0.05). There was no significant difference in FSH, LH, testosterone and fertility between the two groups(all P>0.05). There was no significant difference in 2-year overall survival rate and failure free survival rate between the two groups( P=0.091; P=0.084). Conclusions:FC lowATG may be an effective pretreatment scheme for haploid hematopoietic stem cell transplantation in SAA with less damage to gonad and reproductive function.
4.Progress of programmed death receptor 1 inhibitors in treatment of relapsed/refractory Hodgkin lymphoma
Beizeng WU ; Tao WANG ; Liangming MA
Cancer Research and Clinic 2021;33(3):236-240
In the treatment of Hodgkin lymphoma (HL), it is important to avoid delayed side effects while improving efficacy, the immunotherapy provides an excellent option. The programmed death receptor 1 (PD-1) inhibitors are effective drugs for the treatment of relapsed/refractory HL. Meanwhile, the high effectiveness and tolerance of PD-1 inhibitors also provide the possibility for combination therapy. This article reviews the research progress of PD-1 inhibitors in the treatment of relapsed/refractory HL.
5.Clinical study of gene mutations in patients with myelodysplastic syndromes
Shaolong HE ; Liangming MA ; Jinting AN
Journal of Leukemia & Lymphoma 2020;29(7):394-398
Objective:To explore the characteristics of gene mutations in patients with myelodysplastic syndromes (MDS) and the values of these mutations in prognosis assessment and curative effect prediction.Methods:The clinical data of 110 patients with newly diagnosed MDS who were admitted to Shanxi Bethune Hospital from January 2017 to December 2019 were retrospectively analyzed. The next-generation sequencing technology was used to detect mutations of 45 MDS-related genes. The patients' clinical features, results of laboratory tests, revised International Prognostic Points System (IPSS-R) scores and therapeutic responses to decitabine were analyzed and compared between the gene mutation and non-mutation groups.Results:Among 110 patients with MDS, 83.6% (92/110) of patients harbored at least one mutation. Thirty-eight gene mutations were detected, and the mutation rates of the most common mutations of ASXL1, TET2, TP53, and SF3B1 were 19.1% (21/110), 17.3% (19/110), 15.5% (17/110), and 12.7% (14/110). The IPSS-R scores of MDS patients with more mutations were higher ( F = 44.493, P < 0.01). The IPSS-R score of the SF3B1 mutation group was lower than that of the SF3B1 non-mutation group [(3.50±1.52) points vs. (4.76±1.58) points, t = -2.802, P = 0.006], and the IPSS-R score of the U2AF1 mutation group was higher than that of the U2AF1 non-mutation group [(5.78±1.39) points vs. (4.50±1.60) points, t = 2.320, P = 0.022], and the IPSS-R score of the TP53 mutation group was higher than that of the TP53 non-mutation group [(5.71± 2.24) points vs. (4.40±1.41) points, t = 2.329, P = 0.031]. There was no significant difference in IPSS-R scores between patients with and without other mutations (all P > 0.05). The overall response rate to decitabine in the TP53 mutation group was higher than that in the TP53 non-mutation group [83.3% (10/12) vs. 43.1% (22/51), χ2 = 6.280, P = 0.012], and the TP53 mutation group had a higher complete remission rate [50.0% (6/12) vs. 19.6% (10/51), χ2 = 4.736, P = 0.030]. Conclusions:Genetic mutations are common in MDS patients. Patients with SF3B1 mutation have a good prognosis, while those with U2AF1 and TP53 mutations have a poor prognosis, and patients with TP53 mutation have a high response rate to decitabine.
6.Effect of bortezomib on the proliferation and apoptosis of acute T lymphocyte leukemia cell line Jurkat and its related mechanism
Wenjun GE ; Liangming MA ; Liping CAO ; Xuejiao TIAN ; Jing YANG ; Fang FENG ; Yufen CHEN ; Tao SUN
Chinese Journal of Primary Medicine and Pharmacy 2020;27(14):1693-1697
Objective:To explore the effects and mechanisms of bortezomib on the proliferation and apoptosis of acute T lymphocyte leukemia cell line Jurkat.Methods:MTT assay was used to test the influence of bortezomib on the proliferation of Jurkat cells.Flow cytometry was used to detect the influence of bortezomib on apoptosis of Jurkat cells.Real-time quantitative polymerase reaction(RT-PCR) was used to detect the effects of bortezomib on the expression of Bax, Bcl-2 and Cox-2 genes in Jurkat cells.Results:The inhibition rates of 5ng/mL, 10ng/mL, 20ng/mL and 40ng/mL bortezomib on Jurkat cells at 24h were (13.23±0.71)%, (39.53±0.95)%, (53.07±1.12)%, (60.43±0.75)%, respectively, and the inhibition rates at 48h were (25.20±0.96)%, (52.80±1.30)%, (60.67±0.64)%, (75.10±1.35)%, respectively.The inhibitory rates of proliferation of Jurkat cells at 72h were (38.37±0.93)%, (60.94±0.85)%, (73.83±5.08)%, (88.37±1.55)%, respectively.The inhibitory rates of proliferation of Jurkat cells increased with the increase of drug concentration and the prolongation of action time, and the differences were statistically significant( F=1 602.202, 1 085.089, 181.034, all P<0.05). Bortezomib (5ng/mL, 10ng/mL, 20ng/mL and 40ng/mL) treatment for 24h, 48h and 72h, the apoptosis rate of Jurkat cells increased with the increase of drug concentration and the prolongation of action time, the differences were statistically significant( F=1 288.571, 223.378, 251.175, all P<0.05). The expression of Bax mRNA in Jurkat cells increased with the increase of drug concentration and time( F=258.446, 518.929, 276.764, all P<0.05). The Bcl-2 mRNA and Cox-2 mRNA expression levels decreased with the increase of drug concentration and the prolongation of action time( FBcl-2 mRNA=236.848, 264.849, 343.968, FCox-2 mRNA=679.404, 1288.681, 1541.850, all P<0.05). Conclusion:Bortezomib can inhibit the proliferation and induce apoptosis of Jurkat cells.Bortezomib can increase the expression of Bax mRNA and decrease the expression of Bcl-2 and Cox-2 mRNA, which may be the molecular mechanism of bortezomib to promote apoptosis.
7.Effects of chidamide and decitabine on proliferation and apoptosis of U937 cells and its related mechanism
Juanjuan TI ; Liangming MA ; Tao WANG ; Bo BAI
Journal of Chinese Physician 2020;22(4):505-509,513
Objective:To investigate the effects of histone deacetylase inhibitor Chidamide (CS055) and DNA methyltransferase inhibitor decitabine (DAC) on proliferation and apoptosis of acute myeloid leukemia cell line U937 and its possible mechanism.Methods:U937 cells were cultured in vitro and treated with CS055 (CS055 single drug group), DAC (DAC single drug group), combination (combined drug group)and a negative control group. Methyl thiazolyl tetrazolium (MTT) assay was used to detect the proliferation inhibition rate. The apoptosis rate was detected by flow cytometry.The mRNA expression of DNA methyltransferase 1 (DNMT1) was analyzed by real-time fluorescence quantitative polymerase chain reaction (qRT-PCR). Western blot was used to analyze the expression of acetylated histone H3 and DNMT1. Results:The proliferation inhibition rate of U937 cells treated with CS055 and DAC increased significantly in a time-dose-dependent manner. The inhibitory effect of the combination group was more obvious than that of the single drug group. Flow cytometry showed that the 72 h apoptotic rates in the control group, 0.25 μ mol/L CS055 group and 2.5 μ mol/L DAC group were (0.67±0.12)%, (23.43±0.50)%, (8.47±0.32)%, (32.73±0.42)%. The apoptotic rate was significantly increased in the combination group compared with the single drug group. qRT-PCR showed that the expression of DNMT1 mRNA was down-regulated after CS055 and DAC treat alone; the down-regulating effect of the combination group was more significant. Western blot showed that the up-regulation of Ac-H3 and the decrease of DNMT1 in the combination group were significantly higher than those in the single drug group.Conclusions:The application of CS055 and DAC alone could inhibit the proliferation and induce apoptosis of U937 cells. The combination of the two drugs has obvious synergistic effect. The mechanism is that histone deacetylase inhibitors have demethylation effects, and demethylation drugs also have the effect of histone deacetylase inhibitors, which in combination increases demethylation and increases histone deacetylation.
8.Progress in the diagnosis and treatment of Richter syndrome
Juanjuan TI ; Bo BAI ; Liangming MA
Chinese Journal of Clinical Oncology 2018;45(23):1230-1233
Richter syndrome (RS) is a rare disease of the lymphohematopoietic system. It is defined as the transformation of a low-grade malignant lymphoproliferative disorder into a more aggressive lymphoproliferative disorder, most commonly, diffuse large B-cell lymphoma (DLBCL). The disease is rare in the clinic and has nonspecific clinical manifestations. An excisional lymph node biopsy is considered the gold standard for diagnosis of RS; 18F-fluorodeoxyglucose positron emission tomography (18F-FDG PET) can help inform the optimal site for biopsy. The main treatment strategies are chemotherapy, hematopoietic stem cell transplantation (HSCT), participating in a clinical trial of a new medicine, and others, but the overall prognosis is poor. At present, there is no sufficient treatment for the disease. In order to improve the awareness of disease and identify it among a variety of similar diseases, while aiming to discuss treatment strategies, this article reviewed RS in terms of the risk factors, clinical manifestations, diagnosis, treatment, and prognosis.
9.Inhibitory effect of JQ1 on proliferation of acute myeloid leukemia U937 cell line and its effect on the signal transduction pathway of STAT-5
Zhifang GUO ; Liangming MA ; Tao WANG
Journal of Leukemia & Lymphoma 2018;27(6):321-325
Objective To study the suppressive mechanism of the bromo structural domain inhibitor JQ1 on the acute myeloid leukemia cell line U937 and its regulation of the STAT-5 signaling pathway. Methods U937 cells in the logarithmic growth phase were tested. Each experimental group was fed with 0.2, 1.0 and 4.0μmol/L of JQ1, and a blank control group without JQ1 was set up. U937 cells were cultured for 48 h, and the cell proliferation inhibitory rate was measured by MTT assay. Flow cytometry (FCM) was used to detect the apoptotic rate. Real-time fluorescence quantitative polymerase chain reaction (RT-PCR) was used to detect the mRNA expression of focal adhesion kinase (FAK) and P21 activated kinase (PAK1). The expression of STAT-5 protein was analyzed by Western blot. Results Different concentration of JQ1 could inhibit the proliferation of U937 cells in a time and dose-dependent manner, and different concentration of JQ1 could induce the apoptosis of U937 cells in a dose-dependent manner. Treatment of U937 cells with different concentrations of JQ1 (0.2, 1.0 and 4.0 μmol/L) reduced the expression of FKA mRNA and PAK1 mRNA after 48 h, the expression of FAK mRNA was 0.417±0.066, 0.140±0.026, and 0.027±0.006 (F=454.651, P=0.000), and the expression of PAK1 mRNA was 0.533±0.045, 0.080±0.010, and 0.010±0.001 (F=2434.610, P= 0.000), and STAT-5 protein expression was also significantly inhibited. The expression of STAT-5 protein in U937 cells after treated with different concentrations of JQ1 (0.2, 1.0 and 4.0 μmol/L) for 48 h were 0.71± 0.19, 0.62±0.16, 0.53±0.14, and 1.00±0.21 in the control group (F= 263.135, P= 0.000). Conclusion JQ1 can effectively inhibit the proliferation of the acute myeloid leukemia cell line U937 cells and induce their apoptosis, and the possible mechanism of action is regulated via STAT-5 signaling pathway.
10. Efficacy and safety analysis of VCD and VD regimens for treatment of newly diagnosed patients with multiple myeloma
Liqin ZHANG ; Weiwei TIAN ; Tao WANG ; Qiujuan ZHU ; Rong GONG ; Ruirui REN ; Sicheng BIAN ; Yunxia XIE ; Yanyan NIU ; Shaolong HE ; Lina WANG ; Jiangxia CUI ; Jinting AN ; Liangming MA
Journal of Leukemia & Lymphoma 2018;27(8):453-458
Objective:
To compare the clinical efficacy and safety of bortezomib, cyclophosphamide, dexamethasone (VCD) regimen and bortezomib dexamethasone (VD) regimen in the treatment of the patients with newly diagnosed multiple myeloma (NDMM).
Methods:
The clinical data of 73 patients with NDMM in Shanxi Dayi Hospital from January 2013 to January 2016 were retrospectively analyzed. According to the chemotherapy regimen, the patients were divided into VCD group (41 cases) and VD group (32 cases). The efficacy and adverse reactions of the two groups were evaluated.
Results:
The overall response rate of VCD group and VD group was 80.5% (33/41) and 78.1% (25/32) respectively, and the difference was not statistically significant (

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