1.Impact of Patient Sex on Adverse Events and Unscheduled Utilization of Medical Services in Cancer Patients Undergoing Adjuvant Chemotherapy: A Multicenter Retrospective Cohort Study
Songji CHOI ; Seyoung SEO ; Ju Hyun LEE ; Koung Jin SUH ; Ji-Won KIM ; Jin Won KIM ; Se Hyun KIM ; Yu Jung KIM ; Keun-Wook LEE ; Jwa Hoon KIM ; Tae Won KIM ; Yong Sang HONG ; Sun Young KIM ; Jeong Eun KIM ; Sang-We KIM ; Dae Ho LEE ; Jae Cheol LEE ; Chang-Min CHOI ; Shinkyo YOON ; Su-Jin KOH ; Young Joo MIN ; Yongchel AHN ; Hwa Jung KIM ; Jin Ho BAEK ; Sook Ryun PARK ; Jee Hyun KIM
Cancer Research and Treatment 2024;56(2):404-413
Purpose:
The female sex is reported to have a higher risk of adverse events (AEs) from cytotoxic chemotherapy. Few studies examined the sex differences in AEs and their impact on the use of medical services during adjuvant chemotherapy. This sub-study aimed to compare the incidence of any grade and grade ≥ 3 AEs, healthcare utilization, chemotherapy completion rate, and dose intensity according to sex.
Materials and Methods:
This is a sub-study of a multicenter cohort conducted in Korea that evaluated the impact of healthcare reimbursement on AE evaluation in patients who received adjuvant chemotherapy between September 2013 and December 2016 at four hospitals in Korea.
Results:
A total of 1,170 patients with colorectal, gastric, or non–small cell lung cancer were included in the study. Female patients were younger, had fewer comorbidities, and experienced less postoperative weight loss of > 10%. Females had significantly higher rates of any grade AEs including nausea, abdominal pain, stomatitis, vomiting, and neutropenia, and experienced more grade ≥ 3 neutropenia, nausea, and vomiting. The dose intensity of chemotherapy was significantly lower in females, and they also experienced more frequent dose reduction after the first cycle. Moreover, female patients receiving platinum-containing regimens had significantly higher rates of unscheduled outpatient visits.
Conclusion
Our study found that females experienced a higher incidence of multiple any-grade AEs and severe neutropenia, nausea, and vomiting, across various cancer types, leading to more frequent dose reductions. Physicians should be aware of sex differences in AEs for chemotherapy decisions.
2.Medical Knowledge Extraction and Analysis from Electronic Medical Records Using Deep Learning.
Pei-Lin LI ; Zhen-Ming YUAN ; We-Nbo TU ; Kai YU ; Dong-Xin LU
Chinese Medical Sciences Journal 2019;34(2):133-139
Objectives Medical knowledge extraction (MKE) plays a key role in natural language processing (NLP) research in electronic medical records (EMR), which are the important digital carriers for recording medical activities of patients. Named entity recognition (NER) and medical relation extraction (MRE) are two basic tasks of MKE. This study aims to improve the recognition accuracy of these two tasks by exploring deep learning methods. Methods This study discussed and built two application scenes of bidirectional long short-term memory combined conditional random field (BiLSTM-CRF) model for NER and MRE tasks. In the data preprocessing of both tasks, a GloVe word embedding model was used to vectorize words. In the NER task, a sequence labeling strategy was used to classify each word tag by the joint probability distribution through the CRF layer. In the MRE task, the medical entity relation category was predicted by transforming the classification problem of a single entity into a sequence classification problem and linking the feature combinations between entities also through the CRF layer. Results Through the validation on the I2B2 2010 public dataset, the BiLSTM-CRF models built in this study got much better results than the baseline methods in the two tasks, where the F1-measure was up to 0.88 in NER task and 0.78 in MRE task. Moreover, the model converged faster and avoided problems such as overfitting. Conclusion This study proved the good performance of deep learning on medical knowledge extraction. It also verified the feasibility of the BiLSTM-CRF model in different application scenarios, laying the foundation for the subsequent work in the EMR field.
3.Effects of EGCG on Proliferation, Cell Cycle and DAPK1 Gene Methylation of Acute Promyelocytic Leukemia NB4 Cell Line.
Xu SHI ; Hong-Yu GAO ; Wei YAN ; Xiao-Wei HE ; We YANG
Journal of Experimental Hematology 2018;26(5):1288-1293
OBJECTIVETo investigate the effects of epigallocatechin-3-gallate (EGCG) on proliferation and cell cycle of acute promyelocytic leukemia NB4 cell line and to clarify the molecular mechanism.
METHODSNB4 cells were treated with 0,50,75,100 and 125µmol/L of EGCG for 24, 48, 72 and 96 h, respectively. The proliferation level of NB4 cells was measured by CCK-8 assay. The cell cycle progression of NB4 cells was assayed by flow cytometry. The mRNA expression levels of DNMT1, DNMT3a and DAPK1 were detected by RT-PCR. The methylation status of gene was tested by methylation specific PCR, and the expression level of DAPK1 protein was detected by Western blot.
RESULTSThe proliferation and cell cycle progression of NB4 cells treated with EGCG were inhibited and showed the characteristic of time-dependent and dose-dependent manner. The expression level of DAPK1 and DNMT3a decreased in NB4 cells treated with EGCG. The expression level of DAPK increased in NB4 cells treated with EGCG, while the methylation of DAPK1 gene decreased.
CONCLUSIONEGCG inhibits the proliferation and cell cycle progression of NB4 cells by inhibiting the expression of DNMT1 and DNMT3a and down-regulating the methylation status of DAPK1 gene.
4.The Clinical Profile of Patients with Psoriasis in Korea: A Nationwide Cross-Sectional Study (EPI-PSODE).
Hae Jun SONG ; Chul Jong PARK ; Tae Yoon KIM ; Yong Beom CHOE ; Seok Jong LEE ; Nack In KIM ; Jae We CHO ; Jie Hyun JEON ; Min Soo JANG ; Jai Il YOUN ; Myung Hwa KIM ; Joonsoo PARK ; Ki Ho KIM ; Byung Soo KIM ; Sang Woong YOUN ; Joo Heung LEE ; Min Geol LEE ; Sung Ku AHN ; Young Ho WON ; Seok Kweon YUN ; Bong Seok SHIN ; Seong Jun SEO ; Ji Yeoun LEE ; Kwang Joong KIM ; Young Suck RO ; Youngdoe KIM ; Dae Young YU ; Jee Ho CHOI
Annals of Dermatology 2017;29(4):462-470
BACKGROUND: Psoriasis is an immune-mediated, chronic inflammatory disease affecting multiple aspects of patients' lives. Its epidemiology varies regionally; however, nationwide epidemiologic data on psoriasis depicting profile of Korean patients has not been available to date. OBJECTIVE: To understand nationwide epidemiologic characteristics and clinical features of adult patients with psoriasis visited university hospitals in Korea. METHODS: This multicenter, non-interventional, cross-sectional study recruited 1,278 adult patients with psoriasis across 25 centers in Korea in 2013. Various clinical data including PASI, BSA, DLQI, SF-36 and PASE were collected. RESULTS: A total of 1,260 patients completed the study (male:female=1.47:1). The mean age was 47.0 years with a distribution mostly in the 50s (24.9%). Early onset (<40 years) of psoriasis accounted for 53.9% of patients. The mean disease duration was 109.2 months; mean body mass index was 23.9 kg/m²; and 12.7% of patients had a family history of psoriasis. Plaque and guttate types of psoriasis accounted for 85.8% and 8.4%, respectively. Patients with PASI ≥10 accounted for 24.9%; patients with body surface area ≥10 were 45.9%. Patients with DLQI ≥6 accounted for 78.8%. Between PASI <10 and PASI ≥10 groups, significant difference was noted in age at diagnosis, disease duration, blood pressure, waist circumference of female, and treatment experiences with phototherapy, systemic agents, and biologics. CONCLUSION: This was the first nationwide epidemiologic study of patients with psoriasis in Korea and provides an overview of the epidemiologic characteristics and clinical profiles of this patient population.
Adult
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Biological Products
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Blood Pressure
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Body Mass Index
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Body Surface Area
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Cross-Sectional Studies*
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Diagnosis
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Epidemiologic Studies
;
Epidemiology
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Female
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Hospitals, University
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Humans
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Korea*
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Phototherapy
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Psoriasis*
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Waist Circumference
5.Evaluation of Digital PCR as a Technique for Monitoring Acute Rejection in Kidney Transplantation.
Hyeseon LEE ; Young Mi PARK ; Yu Mee WE ; Duck Jong HAN ; Jung Woo SEO ; Haena MOON ; Yu Ho LEE ; Yang Gyun KIM ; Ju Young MOON ; Sang Ho LEE ; Jong Keuk LEE
Genomics & Informatics 2017;15(1):2-10
Early detection and proper management of kidney rejection are crucial for the long-term health of a transplant recipient. Recipients are normally monitored by serum creatinine measurement and sometimes with graft biopsies. Donor-derived cell-free deoxyribonucleic acid (cfDNA) in the recipient's plasma and/or urine may be a better indicator of acute rejection. We evaluated digital PCR (dPCR) as a system for monitoring graft status using single nucleotide polymorphism (SNP)-based detection of donor DNA in plasma or urine. We compared the detection abilities of the QX200, RainDrop, and QuantStudio 3D dPCR systems. The QX200 was the most accurate and sensitive. Plasma and/or urine samples were isolated from 34 kidney recipients at multiple time points after transplantation, and analyzed by dPCR using the QX200. We found that donor DNA was almost undetectable in plasma DNA samples, whereas a high percentage of donor DNA was measured in urine DNA samples, indicating that urine is a good source of cfDNA for patient monitoring. We found that at least 24% of the highly polymorphic SNPs used to identify individuals could also identify donor cfDNA in transplant patient samples. Our results further showed that autosomal, sex-specific, and mitochondrial SNPs were suitable markers for identifying donor cfDNA. Finally, we found that donor-derived cfDNA measurement by dPCR was not sufficient to predict a patient's clinical condition. Our results indicate that donor-derived cfDNA is not an accurate predictor of kidney status in kidney transplant patients.
Biopsy
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Creatinine
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DNA
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Humans
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Kidney Transplantation*
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Kidney*
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Monitoring, Physiologic
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Plasma
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Polymerase Chain Reaction*
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Polymorphism, Single Nucleotide
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Tissue Donors
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Transplant Recipients
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Transplants
6.Effects of modified Siwutang aqueous extract on mobilization and plantation of bone marrow cells in mice after acute myocardial infarction
Yuying WANG ; Ying WE ; Jianghong LEI ; Limei YU
The Journal of Practical Medicine 2017;33(7):1083-1086
Objective To investigate the effects of Modified Siwutang aqueous extract (mSWT) on bone marrow cell mobilization and plantation in mice after acute myocardial infarction (AMI).Methods The AMI model was established by ligating the left anterior descending artery in Kunming mice.Bone marrow cells were marked by injection of DAPI into the cavitas medullaris of shin bones.Mice were administered with mSWT 60 mg/kg by intragastric administration once a day after surgery.After haematoxylin-eosin and immunofluorescent staining,the plantation of bone marrow cells in AMI area and microvessel density were detected by histopathological assay.The EPCs proportion of peripheral blood was measured by flow cytometry.Results Compared with model mice,infarct size obviously was decreased after mSWT 60 mg/kg treatment,with EPCs ratio increased significantly.Inflammatory cell infiltration of myocardium was much less.Myocardium cellular degeneration and necrosis,fibrosis were reduced,which survival cardiac muscle tissue was increased.DAPI positive cells of plantation and survive were found in AMI region of mSWT group.The number of positive cells were increased in mSWT group than that of model group.There were lot of microvessels of vWF positive expresseion in mSWT than model group.Conclusion:mSWT significantly improved histopathology of AMI mice.The mechanism may be involved in moved bone marrow cells,homed to AMI area and promote angiogenesis.
7.Logistic regression analysis of independent risk factors affecting post-operative severe complications in elderly patents with gastric cancer
Yu ZHANG ; Qi ZHANG ; Xiaozheng YE ; Xing WE ; Huasen QIU
Chinese Journal of Geriatrics 2013;(6):630-632
Objective To explore main risk factors of post-operative severe complications in elderly patients with gastric cancer.Methods From January 2006 to June 2011,a total of 236 elderly patients to receive gastrectomy for gastric carcinoma were retrospectively analyzed in this casecontrol study.The factors affecting post-operative severe complications were analyzed by multivariate logistic regression analysis.Results Age was younger in patients without than those with postoperative complications [(72.9±5.8) years vs.(80.6±6.7) years,t=-9.194,P=0.000].Serum levels of hemoglobin and albumin were higher in patients without than with post-operative complications [(109.94±18.72) g/L vs.(98.75±18.82) g/L,(38.37±5.52) g/L vs.(33.69± 3.35) g/L,t=4.391,7.080,both P=0.000].Operation time was shorter in patients without than with post-operative complications [(3.1 ± 1.0) hours vs.(3.6 ± 1.1) hours,t =-3.507,P =0.001)].Intraoperative blood transfusion volume was less in patients without than with post-operative complications [(2.5±4.4) L vs.(2.8±5.5) L,t=-4.901,P=0.000)].The long diameter of tumor was shorter in patients without than with post-operative complications [(4.5 ± 2.8) cm vs.(5.3± 2.7) cm,t =-2.111,P =0.036)].Logistic regression analysis revealed that chronic obstructive pulmonary disease (COPD),serum albumin level,age,operation time and blood transfusion volume were associated with postoperative severe complications.Logistic regression equation was as follow:P=1/[1+e(16.22-033X1+0.99X3-390X4-192X5-493X9)].Conclusions COPD,operation time,blood transfusion volume,serum albumin level and age are the main independent risk factors for post-operative severe complications in elderly patients with gastric cancer.
8.Lentivirus-mediated RNA interference targeting the ObR gene in human breast cancer MCF-7 cells in a nude mouse xenograft model.
Rong-Quan XUE ; Jun-Chao GU ; Song-Tao DU ; We YU ; Yu WANG ; Zhong-Tao ZHANG ; Zhi-Gang BAI ; Xue-Mei MA
Chinese Medical Journal 2012;125(9):1563-1570
BACKGROUNDThere is a significant association between obesity and breast cancer, which is possibly due to the expression of leptin. Therefore, it is important to clarify the role of leptin/ObR (leptin receptor) signaling during the progression of human breast cancer.
METHODSNude mice with xenografts of MCF-7 human breast cancer cells were administered recombinant human leptin subcutaneous via injection around the tumor site. Mice in the experimental group were intratumorally injected with ObR-RNAi-lentivirus, while negative control group mice were injected with the same dose of negative-lentivirus. Tumor size was blindly measured every other day, and mRNA and protein expression levels of ObR, estrogen receptor a (ERa), and vascular endothelial growth factor (VEGF) for each group were determined.
RESULTSKnockdown of ObR-treated xenografted nude mice with a high leptin microenvironment was successfully established. Local injection of ObR-RNAi-lentivirus significantly suppressed the established tumor growth in nude mice. ObR level was significantly lower in the experimental group than in the negative control group, while the amounts of ERa and VEGF expression were significantly lower in the leptin group than in the control group (P < 0.01 for all).
CONCLUSIONSInhibition of leptin/ObR signaling is essential to breast cancer proliferation and possible crosstalk between ObR and ERa, and VEGF, and may lead to novel therapeutic treatments aiming at targeting ObR in breast cancers.
Animals ; Breast Neoplasms ; genetics ; metabolism ; therapy ; Estrogen Receptor alpha ; genetics ; metabolism ; Female ; Humans ; Lentivirus ; genetics ; MCF-7 Cells ; Mice ; Mice, Nude ; RNA Interference ; physiology ; Receptors, Leptin ; genetics ; metabolism ; Vascular Endothelial Growth Factor A ; genetics ; metabolism ; Xenograft Model Antitumor Assays
9.The reliability and validity of the brief International Classification of Functioning, Disability and Health core sets for Chinese stroke patients
Xiaomei WE ; Xiquan HU ; Zulin DOU ; Tiecheng GUO ; Yong YU
Chinese Journal of Physical Medicine and Rehabilitation 2011;33(4):260-264
Objective To test the reliability and validity of the brief International Classification of Functioning, Disability and Health (ICF) core sets for Chinese stroke patients using Rasch model analysis. Methods The body functions of 38 Chinese stroke patients were measured using the brief ICF core sets. The qualifiers of the 20items were measured by two raters and analyzed using FACETS statistical software. The intra-rater reliability and validity were tested by using the separation index and separation reliability and fit analysis. Results The brief ICF core sets had good internal consistency and reliability (person separation index = 6.02, person separation reliability = 0.94 ) with these Chinese patients. The raters showed significantly different strictness in rating, but their ratings had good internal self-consistency. The construct validity was good for the body functions of the ICF component ( separation index = 10.50, separation reliability = 0.80) , but misfitting and overfitting were found in items b117, b152and b755. Conclusion The body function of the brief ICF core sets has good reliability and validity for Chinese stroke patients. A many-facet Rasch measurement model can provide comprehensive information and has good application prospects for testing the reliability and validity of ICF core sets.
10.Comparison of transition temperature range and phase transformation behavior of nickel-titanium wires.
Yu Hyun LEE ; Bum Soon LIM ; Yong Keun LEE ; Cheol We KIM ; Seung Hak BAEK
Korean Journal of Orthodontics 2010;40(1):40-49
OBJECTIVE: The aim of this research was to evaluate the mechanical properties (MP) and degree of the phase transformation (PT) of martensitic (M-NiTi), austenitic (A-NiTi) and thermodynamic nickel-titanium wire (T-NiTi). METHODS: The samples consisted of 0.016 x 0.022 inch M-NiTi (Nitinol Classic, NC), A-NiTi (Optimalloy, OPTI) and T-NiTi (Neo-Sentalloy, NEO). Differential scanning calorimetry (DSC), three-point bending test, X-ray diffraction (XRD), and microstructure examination were used. Statistical evaluation was undertaken using ANOVA test. RESULTS: In DSC analysis, OPTI and NEO showed two peaks in the heating curves and one peak in the cooling curves. However, NC revealed one single broad and weak peak in the heating and cooling curves. Austenite finishing (Af) temperatures were 19.7degrees C for OPTI, 24.6degrees C for NEO and 52.4degrees C for NC. In the three-point bending test, residual deflection was observed for NC, OPTI and NEO. The load ranges of NC and OPTI were broader and higher than NEO. XRD and microstructure analyses showed that OPTI and NEO had a mixture of martensite and austenite at temperatures below Martensite finishing (Mf). NEO and OPTI showed improved MP and PT behavior than NC. CONCLUSIONS: The mechanical and thermal behaviors of NiTi wire cannot be completely explained by the expected degree of PT because of complicated martensite variants and independent PT induced by heat and stress.
Calorimetry, Differential Scanning
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Dental Alloys
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Heating
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Hot Temperature
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Thermodynamics
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Transition Temperature
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X-Ray Diffraction

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