1.Investigation of the impact of the deep learning based CT fractional flow reserve on clinical decision-making and long-term prognosis in patients with obstructive coronary heart disease
Zhiqiang WANG ; Zhennan LI ; Yaodong DING ; Yang ZHANG ; Li LIN ; Lei XU ; Yong ZENG
Chinese Journal of Cardiology 2024;52(11):1277-1282
Objective:To investigate the impact of the deep-learning-based CT fractional flow reserve (CT-FFR) on clinical decision-making and long-term prognosis in patients with obstructive coronary heart disease.Methods:In this single-center retrospective cohort study, consecutive patients with obstructive coronary heart disease (with at least one stenosis≥50%) on their first coronary computed tomography angiography (CCTA) in Beijing Anzhen Hospital from February 2017 to July 2018 were included. Baseline clinical and CT characteristics were collected. Deep-learning-based CT-FFR and Leiden CCTA risk score were calculated. All patients enrolled were followed up for at least 5 years. The study endpoint was major adverse cardiovascular events (MACE), defined as the composite of cardiac death, nonfatal myocardial infarction, unstable angina requiring hospitalization, and unplanned revascularization. Receiver operating characteristic (ROC) curves were drawn to define the optimal cut-off point of the Leiden score in predicting the 5-year MACE, and survival analysis and Cox regression were performed to explore the related factors of MACE.Results:A total of 622 patients, aged 61 (54, 66) years, with 407 (65.4%) males were included. Diagnostic coronary angiography was performed in 78 patients after their baseline CCTA, with 34 (43.6%) patients had CT-FFR>0.80. During a follow-up time of 2 181 (2 093, 2 355) days, 155 patients (24.9%) suffered from MACE. ROC derived optimal cut-off point of Leiden score for predicting MACE was 15.48. Survival analysis found that male patients, Leiden risk score>15 and CT-FFR≤0.80 had worse prognosis. Multivariate Cox regression analysis identified CT-FFR≤0.80 as an robust and independent predictor of MACE ( HR=4.98, 95% CI 3.15-7.86, P<0.001). Conclusion:Deep-learning-based CT-FFR aids in clinical decision-making and the evaluation of long-term prognosis in patients with obstructive coronary heart disease.
2.The Genetic Association between CDKN1A and Heart Failure: Genome-Wide Exploration of m 6A-SNPs and Mendelian Randomization.
Ziyi YANG ; Zhennan LIN ; Xiaotong NING ; Xingbo MO ; Laiyuan WANG ; Xiangfeng LU ; Shufeng CHEN
Biomedical and Environmental Sciences 2024;37(12):1397-1413
OBJECTIVE:
N6-methyladenosine (m 6A) is a common epigenetic modification in eukaryotes. In this study, we explore the potential impact of m 6A-associated single nucleotide polymorphisms (m 6A-SNPs) on heart failure (HF).
METHODS:
Data from genome-wide association studies (GWAS) investigating HF in humans and from m 6A-SNPs datasets were used to identify HF-associated m 6A-SNPs. Their functions were explored using expression quantitative trait locus (eQTL), gene expression, and gene enrichment analyses. Mediation protein quantitative trait locus (pQTL)-Mendelian randomization (MR) was used to investigate the potential mechanism between critical protein levels and risk factors for HF.
RESULTS:
We screened 44 HF-associated m 6A-SNPs, including 10 m 6A-SNPs that showed eQTL signals and differential expressions in HF. The SNP rs1801270 in CDKN1A showed the strongest association with HF ( P = 7.75 × 10 -6). Additionally, MR verified the genetic association between the CDKN1A protein and HF, as well as the mediating effect of blood pressure (BP) in this pathway. Higher circulating level of CDKN1A was associated with a lower risk of HF (odds ratio [ OR] = 0.82, 95% confidence interval [ CI]: 0.69 to 0.99). The proportions of hypertension, systolic BP, and diastolic BP were 48.10%, 28.94%, and 18.02%, respectively. Associations of PDIA6 ( P = 1.30 × 10 -2) and SMAD3 ( P = 4.80 × 10 -2) with HF were also detected.
CONCLUSION
Multiple HF-related m 6A-SNPs were identified in this study. Genetic associations of CDKN1A and other proteins with HF and its risk factors were demonstrated, providing new ideas for further exploration of the molecular mechanisms of HF.
Humans
;
Polymorphism, Single Nucleotide
;
Heart Failure/genetics*
;
Mendelian Randomization Analysis
;
Genome-Wide Association Study
;
Cyclin-Dependent Kinase Inhibitor p21/metabolism*
;
Quantitative Trait Loci
;
Adenosine/metabolism*
;
Male
;
Female
;
Genetic Predisposition to Disease
3.IC4R-2.0:Rice Genome Reannotation Using Massive RNA-seq Data
Sang JIAN ; Zou DONG ; Wang ZHENNAN ; Wang FAN ; Zhang YUANSHENG ; Xia LIN ; Li ZHAOHUA ; Ma LINA ; Li MENGWEI ; Xu BINGXIANG ; Liu XIAONAN ; Wu SHUANGYANG ; Liu LIN ; Niu GUANGYI ; Li MAN ; Luo YINGFENG ; Hu SONGNIAN ; Hao LILI ; Zhang ZHANG
Genomics, Proteomics & Bioinformatics 2020;18(2):161-172
Genome reannotation aims for complete and accurate characterization of gene models and thus is of critical significance for in-depth exploration of gene function. Although the availability of massive RNA-seq data provides great opportunities for gene model refinement, few efforts have been made to adopt these precious data in rice genome reannotation. Here we reannotate the rice (Oryza sativa L. ssp. japonica) genome based on integration of large-scale RNA-seq data and release a new annotation system IC4R-2.0. In general, IC4R-2.0 significantly improves the completeness of gene structure, identifies a number of novel genes, and integrates a variety of functional annota-tions. Furthermore, long non-coding RNAs (lncRNAs) and circular RNAs (circRNAs) are system-atically characterized in the rice genome. Performance evaluation shows that compared to previous annotation systems, IC4R-2.0 achieves higher integrity and quality, primarily attributable to mas-sive RNA-seq data applied in genome annotation. Consequently, we incorporate the improvedannotations into the Information Commons for Rice (IC4R), a database integrating multiple omics data of rice, and accordingly update IC4R by providing more user-friendly web interfaces and implementing a series of practical online tools. Together, the updated IC4R, which is equipped with the improved annotations, bears great promise for comparative and functional genomic studies in rice and other monocotyledonous species. The IC4R-2.0 annotation system and related resources are freely accessible at http://ic4r.org/.
4. Effect of 3D-CRT combined with PC chemotherapy on non-small cell lung cancer patients and serum CA125, TIMP-1, SAA levels and immune function
Yongcun WANG ; Wenhua HU ; Hualin CHEN ; Jiong LIN ; Zhennan LAI ; Yahai LIANG ; Aibing WU ; Zhixiong YANG
Journal of International Oncology 2019;46(11):662-667
Objective:
To investigate the effect of three-dimensional conformal radiotherapy (3D-CRT) combined with PC chemotherapy (paclitaxel + carboplatin) on non-small cell lung cancer (NSCLC) patients and the serum levels of CA125, tissue inhibitor of metalloproteinase-1 (TIMP-1), serum amyloid A (SAA) and T-lymphocyte subsets.
Methods:
A total of 100 patients with NSCLC treated in Affiliated Hospital of Guangdong Medical University from May 2015 to December 2017 were selected as the study subjects. They were divided into control group and observation group according to random number table method, with 50 cases in each group. The observation group was treated with 3D-CRT combined with PC chemotherapy, while the control group was treated with PC chemotherapy. The two groups were treated for 4 cycles. The therapeutic effect, serum CA125, TIMP-1, SAA, T-lymphocyte subsets and adverse reactions were compared between the two groups.
Results:
Four cases were lost to follow-up both in the two groups. The overall response rate in the observation group (43.48%, 20/46) was higher than that in the control group (23.91%, 11/46;
5.Analysis on current situation of depression and quality of life in patients with advanced gastric cancer and their correlation
Zhi TANG ; Zhennan WANG ; Shuhui LI ; Xianghui LIAO ; Feng XIAN ; Zhong XIE ; Zhixiong LIN
Chongqing Medicine 2016;45(8):1065-1067
Objective To understand the status of depression and quality of life in the patients with advanced gastric cancer , and to explore their relationship .Methods The depression self rating scale (SDS) and the Chinese Scale of World Health Organiza‐tion Quality of Life Scale‐Brief Form Questionnaire (WHOQOL‐BREF) were adopted to conduct the questionnaire investigation on 131 patients with advanced gastric cancer ,then the results were compared with those of the health population .Results Among 131 patients with advanced gastric cancer ,the prevalence rate of depression was 47 .33% ,and the average SDS score was 45 .99 ± 15 .47 ,which were higher than those of the health population .The scores of quality of life were 61 .61 ± 12 .66 for the physiologic health domain ,59 .54 ± 12 .49 for the mental health domain ,64 .95 ± 14 .16 for the social relation domain and 52 .93 ± 14 .07 for the surrounding environment domain .There was a significant correlation between the depression score with the four domains scores of life quality ,in which the correlation with the mental health domain was strongest (r= -0 .636 ,r2 =0 .405) .Conclusion High depression level and poor quality of life exist in the patients with advanced gastric cancer ,and there is a correlation between them , in which the correlation between depression with the mental health domain is strongest .
6.Determination of methomyl in human blood by LC/MS
Meiling ZHANG ; Zhennan ZHANG ; Congcong WEN ; Zhiyi WANG ; Dan LIN ; Xianqin WANG
Chinese Journal of Forensic Medicine 2016;31(4):367-368,372
Objective To develop a sensitive and simple LC/MS method for determination of methomyl in blood samples.Methods Methomyl was extracted from blood by liquid-liquid extraction with ethyl acetate, and then analyzed on a Zorbax SB-C18 (2.1mm×50mm, 5μm) column. The mobile phase consisted of acetonitrile-0.1% formic acid with gradient elution, at a lfow rate of 0.5 mL/min, at 40℃. LC-MS was performed in ESI source with MRM mode for quantiifcation.ResultsThe linear range of the concentration were 0.05~2.0μg/mL for methomyl (r>0.995). The relative recoveries of methomyl were in the range of 90%~108%. The RSDs of intra-days and inter-day were both less than 15%.Conclusion The method is a simple, quick, sensitive and could be used for determination of methomyl in blood samples.
7.Effects of head peripheral nerve block on remifentanil consumption and postoperative pain in patients undergoing craniocerebral surgery
Dechun PANG ; Zhennan LIAO ; Youjun LIANG ; Lin DU ; Duoxin CHEN ; Jiyuan ZHANG
The Journal of Practical Medicine 2014;(19):3081-3083
Objective To investigate the effects of the head peripheral nerve block on remifentanil consumption and postoperative pain in patients undergoing craniocerebral surgery. Methods 80 patients under general anesthesia undergoing supratentorial craniocerebral surgery were randomly divided into two groups:the head peripheral nerve block combined intravenous anesthesia group (group S, 40 cases) and the simple intravenous anesthesia group (group C, 40 cases). After anesthesia induction intubation, the patients in group S received the head peripheral nerve block with 0.596% ropivacaine mesylate injection,including supraorbital nerve, supratrochlear nerve , auriculotemporal nerve , great occipital nerve and lesser occipital nerve , as well as regional nerve on the corresponding position of the bilateral head nails. Haemodynamic index of the operations was measured;drug consumption during operation and VAS pain score at 0. 5, 2, 6, 12, 24 and 48 h after surgery were recorded. Results Compared with group C, the values of SBP, DBP, HR had a significant decrease at head-nail insertion and the latter stage in group S(P<0.05). The remifentanil consumption and VAS scores had a significant decrease in group S (P < 0.05). Conclution Head peripheral nerve block before operation could enhance anesthesic analgesia, reduce the remifentanil consumption and postoperative pain in patients undergoing craniocerebral surgery.

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