1.Establishment and validation of intelligent detection model for acute promyelocytic leukemia based on contrastive learning in complete blood cell analysis
Shengli SUN ; Jianying LI ; Heqing LIAN ; Bairui LI ; Dan LIU ; Geng WANG ; Xin WANG ; Yuan HUANG ; Jianping ZHANG ; Qian CHEN ; Wei WU
Chinese Journal of Clinical Laboratory Science 2024;42(4):252-255
Objective To establish an intelligent detection algorithm model for acute promyelocytic leukemia(M3 model)based on a contrast large model using machine learning statistical software and validate its effectiveness.Methods The data from 8 256 outpa-tients and inpatients who underwent complete blood cell analysis at Peking Union Medical College Hospital were retrieved and analyzed using the laboratory information system(LIS)and hospital information system(HIS).A M3 screening model was established and vali-dated using the data from outpatients and inpatients who underwent complete blood cell analysis at our hospital from July to October 2023.Results The M3 model demonstrated potential application value in screening for M3 disease in complete blood cell analysis,which showed certain efficacy in screening for neutrophil toxicity changes,particularly in identifying two cases of blue-green inclusion bodies in neutrophils.Conclusion The M3 model exhibited low specificity for M3 diagnosis.Future research should focus on increas-ing the number of M3-positive cases to optimize the model,ensuring high sensitivity while improving specificity.This model will provide assistance for the intelligent review of complete blood cell analysis.
2.Screening and clinical significance of intestinal colonization of carbapenem-resistant Enterobacteriaceae (CRE) in patients before haploidentical hematopoietic stem cell transplantation
Wenqi WU ; Yuqi ZHANG ; Jie XU ; Zaixiang TANG ; Shijia LI ; Xiya WEI ; Ling LI ; Heqing WU ; Xiao MA ; Jisheng LIU ; Depei WU ; Xiaojin WU
Chinese Journal of Blood Transfusion 2023;36(6):496-500
【Objective】 To investigate the situation of carbapenem-resistant Enterobacteriaceae(CRE) colonization in patients undergoing haploidentical hematopoietic stem cell transplantation (haplo-HSCT). 【Methods】 A total of 241 consecutive patients who underwent haplo-HSCT in the First Affiliated Hospital of Soochow University from June 1, 2021 to June 1, 2022 were enrolled. Anal swab screening was performed within 48 hours of admission and blood cultures were taken when the patient developed fever. Univariate and multivariate analysis were used to analyze the colonization rate, distribution, risk factors and the correlation between CRE colonization and post-transplant bloodstream infection(BSI). 【Results】 Among 241 patients with haplo-HSCT, there were 90 cases in CRE colonization positive group, with a colonization rate of 37.3% (90/241). Multivariate logistic regression analysis showed that sex (OR 2.42, 95% CI 1.38-4.22, P<0.05) and history of infection within 30 days before transplantation (OR 3.37, 95% CI 1.59-7.17, P<0.05) may be independent risk factors for CRE intestinal colonization. Of the 95 CRE strains, the top five species were carbapenem-resistant Klebsiella pneumoniae (38/95, 40.0%), carbapenem-resistant Escherichia coli (29/95, 30.5%), carbapenem-resistant Enterobacter cloacae (13/95, 13.6%), carbapenem-resistant Klebsiella acidophilus (6/95, 6.3%) and carbapenem-resistant Proteus mirabilis (3/95, 3.1%). The incidence of post-transplant BSI was 12.0% (29/241) in the CRE-colonized group and 3.3% (8/241) in the non-colonized group. In the colonization group, 100% of the pathogens of BSI were identical with those of CRE colonization. 【Conclusion】 Bacterial culture of anal swab during haplo-HSCT is helpful for detection of CRE colonization in intestinal tract, which provides some clinical basis for active monitoring of key flora, prevention and control of infection.
3.A comprehensive review on photon-counting computed tomography: Principles, technical hurdles and analysis of clinical applications.
Haowei ZHANG ; Shuhan LI ; Ying LIU ; Heqing LU
Journal of Biomedical Engineering 2023;40(5):1012-1018
In recent years, photon-counting computed tomography (PCD-CT) based on photon-counting detectors (PCDs) has become increasingly utilized in clinical practice. Compared with conventional CT, PCD-CT has the potential to achieve micron-level spatial resolution, lower radiation dose, negligible electronic noise, multi-energy imaging, and material identification, etc. This advancement facilitates the promotion of ultra-low dose scans in clinical scenarios, potentially detecting minimal and hidden lesions, thus significantly improving image quality. However, the current state of the art is limited and issues such as charge sharing, pulse pileup, K-escape and count rate drift remain unresolved. These issues could lead to a decrease in image resolution and energy resolution, while an increasing in image noise and ring artifact and so on. This article systematically reviewed the physical principles of PCD-CT, and outlined the structural differences between PCDs and energy integration detectors (EIDs), and the current challenges in the development of PCD-CT. In addition, the advantages and disadvantages of three detector materials were analysed. Then, the clinical benefits of PCD-CT were presented through the clinical application of PCD-CT in the three diseases with the highest mortality rate in China (cardiovascular disease, tumour and respiratory disease). The overall aim of the article is to comprehensively assist medical professionals in understanding the technological innovations and current technical limitations of PCD-CT, while highlighting the urgent problems that PCD-CT needs to address in the coming years.
Tomography, X-Ray Computed/methods*
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Photons
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Noise
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China
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Phantoms, Imaging
4.Performance of loop-mediated isothermal amplification (LAMP) assay for detection of Schistosoma japonicum infection in Oncomelania snails in schistosomiasis transmission-interrupted regions
Feng CHEN ; Ke-rong LI ; Wen-bao LI ; Shu-hui TIAN ; Ping LI ; Yin-jiao ZHAO ; Jing YANG ; Hua YANG ; Bing-rong LUO ; Jun-hua MA ; Ming-ming HAO ; Shao-rong CHEN ; Yu-hua LIU ; Tian-peng LUO
Chinese Journal of Schistosomiasis Control 2022;34(1):81-84
Objective To compare the effectiveness of loop-mediated isothermal amplification (LAMP) assay and microscopic examinations for detection of Schistosoma japonicum infections in Oncomelania hupensis in transmission-interrupted regions, so as to provide insights into the optimization of snail surveillance tools in these regions. Methods Four hilly schistosomiasis-endemic villages where transmission interruption was achieved were selected in Heqing County of Yunnan Province as the study villages, including Xinzhuang and Gule villages in hilly regions and Lianyi and Yitou villages in dam regions. Snail survey was performed by means of systematic sampling combined with environmental sampling in July 2018. All captured snails were identified for S. japonicum infections using microscopy. In addition, 10 to 20 snails were randomly sampled from each snail habitat following microscopy, numbered according to environments and subjected to LAMP assay. The positive rate of settings with S. japonicum-infected snails was compared among villages. Results A total of 7 949 living snails were captured from 83 snail habitats in 4 villages, and no S. japonicum infection was detected in snails. There were 226 mixed samples containing 1 786 snails subjected to LAMP assay, and positive LAMP assay was found in 3 mixed samples from 3 snail habitats in 2 dam villages. The positive rates of settings with S. japonicum-infected snails were comparable between Lianyi Village (one setting) and Yitou Village (2 set tings) (5.89% vs. 14.29%, P = 0.344). However, the overall positive rate of settings with S. japonicum-infected snails was significantly higher in dam villages (9.67%, 3/31) than in hilly villages (0) (P = 0.048). Conclusions LAMP assay is more sensitive to detect S. japonicum infections in O. hupensis than conventional microcopy method, which may serve as a supplementary method for detection of S. japonicum infections in O. hupensis in high-risk snail habitats in hilly transmission-interrupted regions.
5.Patients with breath test positive are necessary to be identified from irritable bowel syndrome: a clinical trial based on microbiomics and rifaximin sensitivity
Zuojing LIU ; Shiwei ZHU ; Meibo HE ; Mo LI ; Hui WEI ; Lu ZHANG ; Qinghua SUN ; Qiong JIA ; Nan HU ; Yuan FANG ; Lijin SONG ; Chen ZHOU ; Heqing TAO ; John Kao Y ; Huaiqiu ZHU ; Chung OWYANG ; Liping DUAN
Chinese Medical Journal 2022;135(14):1716-1727
Background::As a non-invasive and effective diagnostic method for small intestinal bacterial overgrowth (SIBO), wild-use of breath test (BT) has demonstrated a high comorbidity rate in patients with diarrhea-predominant irritable bowel syndrome (IBS-D) and SIBO. Patients overlapping with SIBO respond better to rifaximin therapy than those with IBS-D only. Gut microbiota plays a critical role in both of these two diseases. We aimed to determine the microbial difference between IBS-D overlapping with/without SIBO, and to study the underlying mechanism of its sensitivity to rifaximin.Methods::Patients with IBS-D were categorized as BT-negative (IBSN) and BT-positive (IBSP). Healthy volunteers (BT-negative) were enrolled as healthy control. The patients were clinically evaluated before and after rifaximin treatment (0.4 g bid, 4 weeks). Blood, intestine, and stool samples were collected for cytokine assessment and gut microbial analyses.Results::Clinical complaints and microbial abundance were significantly higher in IBSP than in IBSN. In contrast, severe systemic inflammation and more active bacterial invasion function that were associated with enrichment of opportunistic pathogens were seen in IBSN. The symptoms of IBSP patients were relieved in different degrees after therapy, but the symptoms of IBSN rarely changed. We also found that the presence of IBSN-enriched genera ( Enterobacter and Enterococcus) are unaffected by rifaximin therapy. Conclusions::IBS-D patients overlapping with SIBO showed noticeably different fecal microbial composition and function compared with IBS-D only. The better response to rifaximin in those comorbid patients might associate with their different gut microbiota, which suggests that BT is necessary before IBS-D diagnosis and use of rifaximin.Registration::Chinese Clinical Trial Registry, ChiCTR1800017911.
6.Prevalence and risk factors of stroke among residents in Xuzhou city
Cheng QIAO ; Heqing LOU ; Pan ZHANG ; Peipei CHEN ; Ting LI ; Zongmei DONG ; Peian LOU
Chinese Journal of Health Management 2020;14(5):454-460
Objective:To investigate the prevalence and risk factors of stroke in Xuzhou city.Methods:A total of 41 932 residents aged 18 years and above were selected using the multi-stage stratified cluster sampling method. A questionnaire survey was conducted to investigate the rate of stroke, and a physical examination was performed to investigate height, weight, blood pressure, etc. Univariate analyses of stroke were performed using the Chi square test and trend chi-square test. Logistic regression analysis was performed for multi-factor analysis.Results:A total of 39 854 participants (19 222 males, 10 323 from urban areas) from 41 932 eligible participants were included in the statistical analysis, and their average age was (52.1±16.8). In this study, 885 stroke patients (464 males, 302 from urban areas) were found among 39 854 participants. The prevalence of stroke was 2 220.61/100 000, which was separately 2 413.90/100 000 and 2 040.52/100 000 among males and females. The difference between males and females was significant (χ2=6.22, P=0.013). The prevalence of stroke in urban areas (2 925.51/100 000) was higher than in rural areas (1 974.20/100 000) (χ2 =31.45, P<0.001). The results of univariate analysis revealed that the risk factors for stroke were [ OR(95% CI)] smoking [1.82(1.53-2.08)], drinking [1.22(1.08-1.81)], sleep quality [1.42(1.13-1.96)], physical activities [1.44(1.11-2.14)], hypertension [3.53(2.44-6.02)], heart disease [1.23(1.11-1.75)], diabetes [1.42(1.31-2.05)], family history of hypertension [1.43(1.30-2.37)], family history of diabetes [1.22(1.10-1.65)], and family history of stroke [1.57(1.46-2.06)]. Logistic regression analysis showed that age [3.02(2.14-4.96)], smoking [1.59(1.12-3.85)], poor sleep quality [1.15(1.03-3.23)], lack of physical activity [1.22(1.08-3.38)], hypertension [4.53(3.07-7.36)], diabetes [1.08(1.02-3.23)], and family history of stroke [1.15(1.08-3.31)] were related to stroke. Conclusion:The epidemic of stroke in Xuzhou city was relatively high, and prevention and control measures of stroke should be taken according to the risk factors of stroke in the population distribution.
7.Application of Quality Control Circle Activity in CT Quality Control Management.
Chinese Journal of Medical Instrumentation 2018;42(3):232-234
To explore the effect and experience of quality control circle(QCC) in quality control testing for CT scanners, the quality control circle group was set up to determine the theme of quality control circle, and the causes of the failure of the quality control testing for CT scanners were analyzed, then the corresponding corrective measures were formulated and carried out. After the activity of the quality control circle, the qualified rate of CT quality control testing in the second level 2nd Class of public hospitals and private hospitals in Shanghai increased from 40.6% to 86.1%. By conducting quality control circle activities, we found the problems existed in the quality control testing of CT scanners, and put forward many corresponding corrective measures and solutions which finally improved the qualified rate of CT quality control testing.
China
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Quality Control
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Tomography Scanners, X-Ray Computed
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standards
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Tomography, X-Ray Computed
8.Tracheal sleeve resection and end-to-end anastomosis in management of severe tracheal stenosis
Yexun SONG ; Jun XIE ; Guolin TAN ; Heqing LI
Chinese Archives of Otolaryngology-Head and Neck Surgery 2018;25(7):389-392
OBJECTIVE To review the clinical and image features of the patients with grade III-IV tracheal stenosis, and the surgical outcomes of tracheal sleeve resection and end-to-end anastomosis in the treatment of severe tracheal stenosis. METHODS Between July 2008 and July 2016, 20 patients with grade III-IV tracheal stenosis underwent tracheal sleeve resection and end-to-end anastomosis. RESULTS Postoperative decannulation was achieved in 17 patients(85.0%), and restenosis developed in 3 patients(15.0%). Postoperative complications were: 1 case wound infection, 4 cases subcutaneous emphysema, 3 cases temporary unilateral vocal fold palsy. Suture dehiscence, irreversible injury of the recurrent laryngeal nerves was not observed in our patients. No perioperative mortality occurred. CONCLUSION The tracheal sleeve resection and end-to-end anastomosis represent a viable treatment for severe tracheal stenosis. Long segment stenosis should not be considered as a contraindication. This surgical method should be considered cautiously in patients with diabetes.
9.Expression level of Dickkopf-1 protein in bone mesenchymal stem cells in Type 2 diabetic rats and its relationship with osteogenic activity.
Yan LI ; Zhitao LIU ; Zhaochen TONG ; Heqing HUANG ; Zhendong LIU
Journal of Central South University(Medical Sciences) 2018;43(9):971-981
To examine the growth activity and osteogenic differentiation of bone mesenchymal stem cells (BMSCs) in rats with Type 2 diabetes mellitus (T2DM) as well as the expression level of Dickkopf-1 (DKK-1) in bone marrow, and to explore the relationship between the osteogenic activity of BMSCs and the expression of DKK-1.
Methods: The BMSCs were isolated from T2DM rats and were cultured in vitro. The BMSCs were divided into a T2DM group and a control group. The proliferation of BMSCs was detected by cell counting kit-8 (CCK8). Apoptosis rate was detected by annexin V- fluorescein isothiocyanate (FITC)/propidium iodide (PI) double staining. In the osteogenic induction phase, the expression level of alkaline phosphatase (ALP) in BMSCs was detected by ALP staining and ALP activity assay kit. The osteogenic differentiation of BMSCs was analyzed by alizarin red staining and mineralized nodule quantification. In addition, the expression of Runx2 and DKK-1 in BMSCs was detected by qRT-PCR.
Results: Compared with the control group, the proliferation of BMSCs was decreased and the apoptosis was increased in the T2DM group (both P<0.01). In the osteogenic induction process of BMSCs, the expression of ALP significantly decreased, the formation of calcium nodules reduced, and the expression of osteoblast transcription factor Runx2 was down-regulated in the T2DM group compared with those in the control group (all P<0.01). The levels of DKK-1 protein and mRNA were up-regulated in the T2DM group, which were higher than those in the control group (both P<0.01). The levels of DKK-1 protein and mRNA were related to the increase of Runx2 (both P<0.01).
Conclusion: The growth activity of BMSCs and the potential of osteogenic differentiation are attenuated in the T2DM rats, which may be related to the increase of DKK-1 expression in BMSCs.
Animals
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Bone Marrow Cells
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Cell Differentiation
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Cells, Cultured
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Diabetes Mellitus, Experimental
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Diabetes Mellitus, Type 2
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physiopathology
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Gene Expression Regulation
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Intercellular Signaling Peptides and Proteins
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genetics
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Mesenchymal Stem Cells
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Osteogenesis
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genetics
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Rats
10.Joint effect of smoking and diabetes on stroke
Heqing LOU ; Zongmei DONG ; Xiaoping SHAO ; Pan ZHANG ; Yue SHI ; Peipei CHEN ; Cheng QIAO ; Ting LI ; Xin DING ; Peian LOU ; Xunbao ZHANG
Chinese Journal of Epidemiology 2017;38(9):1274-1277
Objective To explore the interaction of smoking and diabetes on stroke.Methods In this case-control study,a face to face questionnaire survey was conducted.Logistic regression models were used to analyze the relationship between smoking or diabetes and stroke.The indicators of interaction were calculated according to the Bootstrap method in this study.Results A total of 918 cases and 918 healthy controls,who participated in the chronic disease risk factor survey in Xuzhou in 2013,were included in this study.Logistic regression analysis found that cigarette smoking was associated with stroke (OR=1.63,95% CI:1.33-2.00),and diabetes was also associated with stroke (OR=2.75,95%CI:2.03-3.73) after adjusting confounders.Compared with those without diabetes and smoking habit,the odds ratio of stroke in those with diabetes and smoking habits was 8.94 (95%CI:3.77-21.19).Diabetes and smoking combined interaction index was 3.65 (95%CI:1.68-7.94),the relative excess risk was 5.77 (95% CI:0.49-11.04),the attributable proportion was 0.65 (95% CI:0.42-0.87).Conclusion The results suggest that there are additive interactions between smoking and diabetes on stroke.

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