1.Application of artificial intelligence assists bone marrow cytomorphology analysis in the diagnosis and treatment of acute myeloid leukemia
Jigang XIAO ; Huijun WANG ; Wenyu CAI ; Shuying CHEN ; Ge SONG ; Xulin LU ; Chenxi LIU ; Zhigang WANG ; Chao FANG ; Yanan CHEN ; Zhijian XIAO
Chinese Journal of Laboratory Medicine 2023;46(3):274-279
Objective:To investigate the value of artificial intelligence (AI) cytomorphologic analysis system in the cytomorphological diagnosis and therapeutic evaluation of acute myeloid leukemia (AML).Methods:Bone marrow smear samples were collected from 150 patients with newly diagnosed and treated acute myeloid leukemia who were inpatients and outpatients at the Department of Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College from June 1, 2021 to July 31, 2022 for retrospective analysis. Among them, there were 50 patients in the newly diagnosed group, including 28 males and 22 females, with the onset age of 43.5(32.3,58.8)years. There were 100 patients in the post-treatment group, including 36 males and 64 females, with the onset age of 34.5(23.0,47.0)years. The results from cytomorphology expert were used as the gold standard and the Python 3.6.7 was used for analysis to evaluate the accuracy, sensitivity, and specificity of the AI cytomorphologic analysis system for blast cell recognition in AML diagnosis and treatment.Results:The proportion of blasts in AI analysis of 50 samples in the newly diagnosed group was≥20%, which met the diagnostic criteria of AML. AI analysis of blasts had an accuracy of 90.3%, sensitivity of 85.5%, and specificity of 98.0%. The correlation coefficient between AI and the proportion of blasts analyzed by experts was positively correlated( r=0.882, P<0.001). Meanwhile, in the post-treatment group, the sensitivity and specificity of AI analysis of blasts were 89.7% and 99.2%, respectively. The correlation coefficient between AI and the proportion of blasts analyzed by experts was positively correlated( r=0.957, P<0.001). According to AI analysis data, there are 8 samples in this group whose AI efficacy evaluation results on AML are inconsistent with expert analysis. Conclusion:AI cytomorphologic analysis system has high accuracy, sensitivity and specificity for blast cell recognition in AML morphological diagnosis and therapeutic evaluation.
2.Effects of high intensity interval training in cardiac rehabilitation of patients after heart transplantation: a Meta-analysis
Xiangying XIE ; Zhongxiang CAI ; Ting SUN ; Xin CAI ; Yujuan SONG ; Huijun LENG ; Yao ZHENG ; Ting FANG ; Yinglin LI
Chinese Journal of Modern Nursing 2023;29(12):1548-1555
Objective:To explore the effect of high intensity interval training (HIIT) on cardiac rehabilitation in patients after heart transplantation.Methods:According to the search terms, the search was conducted on China National Knowledge Infrastructure, VIP, WanFang Data, China Biology Medicine disc, Web of Science, PubMed, Cochrane Library, Embase, and EBSCO. The search time limit was from the establishment of the database to January 31, 2022. After 2 researchers screened the article, extracted information, and evaluated the quality, a Meta-analysis was conducted using RevMan 5.4 software.Results:According to the inclusion and exclusion criteria, 10 English articles were selected, including 191 patients in the intervention group and 212 patients in the control group, with a total of 403 patients. Meta-analysis showed that during cardiac rehabilitation exercise in patients after heart transplantation, HIIT could improve peak oxygen uptake in cardiopulmonary function exercise testing [ MD=1.98, 95% confidence interval ( CI) (0.55, 3.41), P=0.007], peak heart rate in chronotropic responses [ MD=6.93, 95% CI (2.62, 11.24), P=0.002], and muscle exercise ability [ MD=337.18, 95% CI (12.02, 62.35), P=0.04]. There was no statistically significant difference in systolic blood pressure, diastolic blood pressure, peak systolic blood pressure, peak diastolic blood pressure, resting heart rate and respiratory exchange rate between the two groups ( P>0.05). A subgroup analysis of peak oxygen uptake was conducted based on the intervention period and the start time of rehabilitation exercise after heart transplantation. The results showed that there were statistically significant differences in peak oxygen uptake between the intervention group and the control group when the intervention period was ≤ 12 weeks or the start time was > 6 weeks ( P<0.01) . Conclusions:HIIT effectively improves the peak oxygen uptake, peak heart rate, and muscle exercise activity of patients after heart transplantation. HIIT has a significant impact on peak oxygen uptake when the rehabilitation exercise start time after heart transplantation is > 6 weeks or the intervention period is ≤ 12 weeks.
3.Study on Improvement of Quality Standard of Equisetum hyemale
Zhengquan LAI ; Weipeng AI ; Zhen HU ; Yaoxing DOU ; Yufeng CAI ; Wei LIU ; Ying WU ; Citing ZHANG ; Xiaolin XIE ; Huijun LIAO
China Pharmacy 2020;31(9):1080-1085
OBJECTIVE:To provide reference for improving the quality sta ndard of Equisetum hyemale . METHODS :Totally 10 batches of E. hyemale from different sites were collected as samples. TLC method was used to qualitatively identify kaempferol- 3-O-β-sophoroside. The contents of heavy metal ,aflatoxin,impurity,moisture,total ash ,acid-insoluble ash ,water-soluble extract and ethanol-soluble extract were determined according to supplementary provisions of Chinese Pharmacopoeia (2015 edition). HPLC method was used to determine the content of kaempferol- 3-O-β-sophoroside in sample. HPLC fingerprint of water-soluble extract from E. hyemale was also established. RESULTS :TLC identification showed that in the chromatogram of the test sample , fluorescent spots with the same color were displayed on the corresponding positions of the chromatogram of substance control of kaempferol-3-O-β-sophoroside,and without interference from blank control. Among 10 batches of samples ,the contents of impurities were 0.19%-2.32%;the water contents were 10.12%-11.87%;the total ash contents were 6.67%-10.11%;the acid-insoluble ash contents were 1.34%-2.12%;the water-soluble extract contents were 9.17%-13.99%;the ethanol-soluble extract contents were 7.49%-13.68%,respectively. It is preliminarily proposed that the impurity content shall not exceed 3.00%;the total ash content shall not exceed 10.00%;the acid-insoluble ash content shall not exceed 2.50%;the water-soluble extract content shall not be less than 9.00% ;the ethanol-soluble extract content shall not be less than 5.00%. Arsenic(0.064-0.225 mg/kg) 010815) was detected in 9 batches of samples ;cadmium(0.106-0.132 E-mail:cruise0303@163.com mg/kg)was detected in 6 batches of samples ;lead(0.221- 1.896 mg/kg)was detected in all samples ,but no mercury or rebecca aflatoxin was detected. The results of HPLC method met the relevant requirements of Chinese Pharmacopoeia . The content of kaempferol- 3-O-β-D-sophoroside in 10 batches of samples was 627.12-5 384.53 mg/kg,and the similarity of HPLC fingerprints of 10 batches of samples was more than 0.900. CONCLUSIONS : A new qualitative and quantitative analysis method for kaempferol- 3-O-β-D-sophoroside was established ;the heavy metals , aflatoxins,impurities and other items in E. hyemale were detected ;the limits of impurity ,ash and extract were determined. The established method is simple ,accurate and reproducible ,and can be used for quality control of E. hyemale .
4. Mean corpuscular volume ≤100 fl was an independent prognostic factor in patients with myelodysplastic syndrome and bone marrow blast<5 percent
Zhongxun SHI ; Tiejun QIN ; Zefeng XU ; Huijun HUANG ; Bing LI ; Shiqiang QU ; Naibo HU ; Lijuan PAN ; Dan LIU ; Ya’nan CAI ; Yudi ZHANG ; Zhijian XIAO
Chinese Journal of Hematology 2020;41(1):28-33
Objective:
To explore the prognostic effects of mean corpuscular volume (MCV) in patients with myelodysplastic syndromes (MDS) .
Methods:
321 newly diagnosed, untransfused primary MDS patients who administered from December 2009 to December 2017 were enrolled. The association of MCV with prognosis and several clinical features and genetic mutations were analyzed.
Results:
Patients were divided into MCV≤100 fl (
5.A multicentric study on clinical characteristics and antibiotic sensitivity in children with methicillin-resistant Staphylococcus aureus infection
Xia WU ; Hui YU ; Leiyan HE ; Chuanqing WANG ; Hongmei XU ; Ruiqiu ZHAO ; Chunmei JING ; Yinghu CHEN ; Jing CHEN ; Jikui DENG ; Jun SHI ; Aiwei LIN ; Li LI ; Huiling DENG ; Huijun CAI ; Yiping CHEN ; Zhengwang WEN ; Jinhong YANG ; Ting ZHANG ; Fangfei XIAO ; Qing CAO ; Weichun HUANG ; Jianhua HAO ; Conghui ZHANG ; Yuanyuan HUANG ; Xufeng JI
Chinese Journal of Pediatrics 2020;58(8):628-634
Objective:To investigate the clinical characteristics of pediatric methicillin-resistant Staphylococcus aureus (MRSA) infection and the antibiotic sensitivity of the isolates. Methods:The clinical data of children with MRSA infection and antibiotic sensitivity of the isolates from 11 children′s hospitals in Infectious Diseases Surveillance of Paediatrics (ISPED) group of China between January 1, 2018 and December 31, 2018 were collected retrospectively. The children′s general condition, high-risk factors, antimicrobial therapy and prognosis, differences in clinical disease and laboratory test results between different age groups, and differences of antibiotic sensitivity between community-acquired (CA)-MRSA and hospital-acquired (HA)-MRSA were analyzed. The t test and Wilcoxon rank sum test were used for statistical analysis of the quantitative data and Chi-square test were used for comparison of rates. Results:Among the 452 patients, 264 were males and 188 were females, aged from 2 days to 17 years. There were 233 cases (51.5%) in the ≤1 year old group, 79 cases (17.5%) in the>1-3 years old group, 29 cases (6.4%) in the >3-5 years old group, 65 cases (14.4%) in the >5-10 years old group, and 46 cases (10.2%) in the>10 years old group. The main distributions of onset seasons were 55 cases (12.2%) in December, 47 cases (10.4%) in February, 46 cases (10.2%) in November, 45 cases (10.0%) in January, 40 cases (8.8%) in March. There were 335 cases (74.1%) CA-MRSA and 117 (25.9%) cases HA-MRSA. Among all cases, 174 cases (38.5%) had basic diseases or long-term use of hormone and immunosuppressive drugs. During the period of hospitalization, 209 cases (46.2%) received medical interventions. There were 182 patients (40.3%) had used antibiotics (β-lactams, glycopeptides, macrolides, carbapenems, oxazolones, sulfonamides etc) 3 months before admission. The most common clinical disease was pneumonia (203 cases), followed by skin soft-tissue infection (133 cases), sepsis (92 cases), deep tissue abscess (42 cases), osteomyelitis (40 cases), and septic arthritis (26 cases), suppurative meningitis (10 cases). The proportion of pneumonia in the ≤1 year old group was higher than the >1-3 years old group,>3-5 years old group,>5-10 years old group,>10 years old group (57.5% (134/233) vs. 30.4% (24/79), 31.0% (9/29), 38.5% (25/65), 23.9% (11/46), χ 2=17.374, 7.293, 7.410, 17.373, all P<0.01) The proportion of skin and soft tissue infections caused by CA-MRSA infection was higher than HA-MRSA (33.4% (112/335) vs. 17.9% (21/117), χ 2=10.010, P=0.002), and the proportion of pneumonia caused by HA-MRSA infection was higher than CA-MRSA (53.0% (62/117) vs. 42.1% (141/335), χ 2=4.166, P=0.041). The first white blood cell count of the ≤1 year old group was higher than that children > 1 year old ((15±8)×10 9/L vs. (13±7)×10 9/L, t=2.697, P=0.007), while the C-reactive protein of the ≤1 year old group was lower than the 1-3 years old group,>5-10 years old group,>10 years old group (8.00 (0.04-194.00) vs.17.00 (0.50-316.00), 15.20 (0.23-312.00), 21.79(0.13-219.00) mg/L, Z=3.207, 2.044, 2.513, all P<0.05), there were no significant differences in procalcitonin (PCT) between different age groups (all P>0.05). After the treatment, 131 cases were cured, 278 cases were improved, 21 cases were not cured, 12 cases died, and 10 cases were abandoned. The 452 MRSA isolates were all sensitive to vancomycin (100.0%), linezolid (100.0%), 100.0% resistant to penicillin, highly resistant to erythromycin (85.0%, 375/441), clindamycin (67.7%, 294/434), less resistant to sulfonamides (5.9%, 23/391), levofloxacin (4.5%, 19/423), gentamicin (3.2%, 14/438), rifampicin (1.8%, 8/440), minocycline (1.1%, 1/91). The antimicrobial resistance rates were not significantly different between the CA-MRSA and HA-MRSA groups (all P>0.05). Conclusions:The infection of MRSA is mainly found in infants under 3 years old. The prevalent seasons are winter and spring, and MRSA is mainly acquired in the community. The main clinical diseases are pneumonia, skin soft-tissue infection and sepsis. No MRSA isolate is resistant to vancomycin, linezolid. MRSA isolates are generally sensitive to sulfonamides, levofloxacin, gentamicin, rifampicin, minocycline, and were highly resistant to erythromycin and clindamycin. To achieve better prognosis. clinicians should initiate anti-infective treatment for children with MRSA infection according to the clinical characteristics of patients and drug sensitivity of the isolates timely and effectively.
6.Features and clinical significance of gene mutations in patients with myelodysplastic syndromes with ring sideroblasts
Yanan CAI ; Zefeng XU ; Bing LI ; Tiejun QIN ; Lijuan PAN ; Shiqiang QU ; Naibo HU ; Dan LIU ; Huijun HUANG ; Zhongxun SHI ; Yudi ZHANG ; Zhijian XIAO
Chinese Journal of Hematology 2020;41(5):379-386
Objective:To explore the features and clinical significance of gene mutations in patients with myelodysplastic syndromes with ring sideroblasts (MDS-RS) .Methods:A total of 255 newly diagnosed primary MDS-RS patients were retrospectively reviewed from our center from January2001 to June 2019. SF3B1 gene mutations were detected by Sanger sequencing in 129 patients, and next generation sequencing (NGS) was performed in the other 126 patients using a set of selected 112-genes.Results:A total of 193 (75.7%) patients presented with SF3B1 mutation, predominantly mutant at amino acid position 700 (K700E) ( n=147, 76.2%) . Non-SF3B1 gene mutations were TET2 (16.7%) , ASXL1 (14.3%) , U2AF1 (11.1%) , TP53 (7.9%) , SETBP1 (6.3%) , and RUNX1 (6.3%) . RS 5%-<15% patients had a higher SETBP1 mutation frequency than RS≥15% patients (21.4% vs 4.5%, P=0.044) . Mutation frequencies of other genes were similar in both groups (all P>0.05) . SF3B1 variant allele frequencies (VAF) had positive correlation with marrow RS percentage but without statistical significance in RS 5%-<15% group ( P=0.078, r=0.486) . SF3B1 mutant patients presented with higher marrow RS percentage compared with wild-type patients[40.0% (15.0%-80.0%) vs 25.5% (15.0%-82.0%) , P<0.001], and SF3B1 VAF positively correlated with RS percentage ( P=0.009, rs=0.261) in RS≥15% group. Age, ANC, PLT, mean RBC corpuscular volume, RS percentage, IPSS-R cytogenetics, and IPSS-R risk score were significantly different between patients with SF3B1 mutations and wild-type SF3B1 (all P<0.05) . Multivariable survival analyses adjusted by age and IPSS-R cytogenetics revealed that SF3B1 mutation was an independent favorable prognostic factor ( HR=0.265, 95% CI 0.077-0.917, P=0.036) , and TP53 mutation was an adverse variable independent of SF3B1 mutation ( HR=6.272, 95% CI 1.725-22.809, P=0.005) . According to the mutant status of SF3B1 and TP53, MDS-RS patients were categorized into 4 groups, namely, with SF3B1 and TP53 mutation, with wild-type SF3B1 and TP53, with wild-type SF3B1 but TP53 mutation, and with SF3B1 mutation but wild-type TP53. There was a significant difference for OS among these 4 groups ( P<0.001) . The former 3 groups showed no significant difference in OS in multiple comparisons. However, the SF3B1 mutation but wild-type TP53 group had a better OS than wild-type SF3B1 but TP53 mutation group and wild-type SF3B1 and TP53 group, whereas a similar OS compared with SF3B1 and TP53 mutation group. Conclusion:SF3B1 mutations were prevalent in MDS-RS patients with the most common mutation at amino acid position 700 (K700E) . SF3B1 mutation was an independent favorable prognostic variable, whereas TP53 mutation was an independent adverse variable. SF3B1 mutation could coordinate with TP53 mutation for more sophisticated prognosis stratification in MDS-RS patients.
7. Clinical implications and prognostic value of TP53 gene mutation and deletion in patients with myelodysplastic syndromes
Huijun HUANG ; Zhongxun SHI ; Bing LI ; Tiejun QIN ; Zefeng XU ; Hongli ZHANG ; Liwei FANG ; Naibo HU ; Lijuan PAN ; Shiqiang QU ; Dan LIU ; Yanan CAI ; Yudi ZHANG ; Zhijian XIAO
Chinese Journal of Hematology 2019;40(3):215-221
Objective:
To explore the clinical implications and prognostic value of TP53 gene mutation and deletion in patients with myelodysplastic syndromes (MDS) .
Methods:
112-gene targeted sequencing and interphase fluorescence in situ hybridization (FISH) were used to detect TP53 mutation and deletion in 584 patients with newly diagnosed primary MDS who were admitted from October 2009 to December 2017. The association of TP53 mutation and deletion with several clinical features and their prognostic significance were analyzed.
Results:
Alterations in TP53 were found in 42 (7.2%) cases. Of these, 31 (5.3%) cases showed TP53 mutation only, 8 (1.4%) cases in TP53 deletion only, 3 (0.5%) cases harboring both mutation and deletion. A total of 37 mutations were detected in 34 patients, most of them (94.6%) were located in the DNA binding domain (exon5-8) , the remaining 2 were located in exon 10 and splice site respectively. Patients with TP53 alterations harbored significantly more mutations than whom without alterations (
8. A study of clinical characteristics and prognosis of primary myelofibrosis patients with thrombocytopenia in varied degrees
Zefeng XU ; Tiejun QIN ; Hongli ZHANG ; Liwei FANG ; Naibo HU ; Lijuan PAN ; Shiqiang QU ; Bing LI ; Xin YAN ; Zhongxun SHI ; Huijun HUANG ; Dan LIU ; Ya’nan CAI ; Yudi ZHANG ; Peihong ZHANG ; Zhijian XIAO
Chinese Journal of Hematology 2019;40(1):12-16
Objective:
To evaluate clinical characteristics and prognosis of primary myelofibrosis (PMF) patients with thrombocytopenia in varied degrees.
Methods:
Clinical features and survival data of 1 305 Chinese patients with PMF were retrospectively analyzed. The prognostic value of thrombocytopenia in patients with PMF was evaluated.
Results:
320 subjects (47%) presented severe thrombocytopenia (PLT<50×109/L), 198 ones (15.2%) mild thrombocytopenia [PLT (50-99)×109/L] and 787 ones (60.3%) without thrombocytopenia (PLT ≥ 100×109/L). The more severe the thrombocytopenia, the higher the proportions of HGB<100 g/L, WBC<4×109/L, circulating blasts ≥ 3%, abnormal karyotype and unfavourable cytogenetics (
9.Value of tumor-associated CD66b-positive neutrophils for the prediction of the recur-rence of stage Ib and IIa cervical cancer
YAN BIN ; CHEN HUIJUN ; GAO HAN ; TAN WENFU ; CAI HONGNING ; ZHOU ZHIGANG ; DAI XUAN ; ZHU FAXIA ; XIONG YUJING
Chinese Journal of Clinical Oncology 2017;44(21):1071-1075
Objective:To investigate the prognostic effect of polymorphnuclear neutrophil (PMN) in cervical cancer. Methods:Patients (n=92) who underwent curative surgery for the treatment of stage Ib and IIa cervical cancer according to the International Federation of Gynecology and Obstetrics (FIGO) were assessed to determine their tumor-infiltrating CD66b-positive neutrophils through immuno-histochemistry. Assessment results were then analyzed to identify their correlation with recurrence-free survival (RFS) as an end point. Kaplan-Meier method was used for survival curve analysis, and a Cox proportional hazard model was utilized for univariate and multi-variate analyses. Results:The RFS of the group with a density of CD66b-positive neutrophils above the median in cervical cancer tis-sues was significantly shorter than that of the group with a density of CD66b-positive neutrophils below the median (P=0.001). Univari-ate and multivariate analyses revealed adenocarcinoma (HR=3.020;95%CI=1.340-6.805;P=0.008), lymph node metastasis (HR=2.450;95%CI=1.065-5.637;P=0.035), and high neutrophil density (HR=2.866;95%CI=1.274-46.447;P=0.011) as independent prognostic fac-tors of short RFS. Conclusion:The increasing number of tumor-infiltrating neutrophils in cervical cancer tissues was correlated with short RFS of patients with cervical cancer.
10.Analysis of 2014 annual bacterial drug resistant surveillance in Xi′an area
Xiuli XU ; Xiao CHEN ; Xiaoke HAO ; Lixia ZHANG ; Jine LEI ; Ya ZHAO ; Jianwei ZHU ; Xing JIN ; Mingde SUN ; Huijun CAI ; Ning ZHANG
International Journal of Laboratory Medicine 2016;(3):294-296
Objective To analyze the distribution of clinically isolated pathogenic bacteria in Xi′an area during 2014 and their drug resistant characteristics in order to provide the data of pathogenic bacterial drug resistance for medical pharmaceutical adminis ‐tration departments and clinical rational use of antibacterial drugs .Methods The pathogenic bacteria of nosocomial infections were cultured and isolated by using the routine method .The bacterial species was identified by using the semi‐automatic or full‐automatic bacterial identification and analysis systems .The drug susceptibility test was conducted according to CLSI standards .The data sta‐tistics and analysis were performed by using the WHONET 5 .6 software .Results 31 013 strains of pathogenic bacteria were isola‐ted in 2014 ,including 20 029 strains (64 .58% ) of Gram‐negative bacilli ,9 888 strains (31 .88% ) of Gram‐positive cocci and 1 096 strains (3 .54% ) of fungi ;the top bacteria was E .coli(20 .29% ) ,vancomycin resistant Staphylococcus aureus was not be found ;the resistance rates of Enterococcus faecium and faecalis against Vancomycin were 3 .00% ,1 .00% ,which against to linezolid was 1 .00% ;the generation rates of extended‐spectrum beta‐lactamase(ESBLs) in E .coli and Klebsiella pneumoniae were 65 .0% and 56 .0% respectively .Conclusion The important pathogenic bacteria ,including MRSA ,vancomycin resistant enterococcus ,carbapen‐em resistant Enterobacteriaceae bacteria ,pan‐drug resistant Pseudomonas aeruginosa and Acinetobacter baumannii ,in nosocomial infection should be performed the intensive monitoring and the communication with clinic should be strengthened in order to make the detection results serve the clinic well .

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