2020年医学生信分析都在用哪些思路?

作者: 科研菌 | 来源:发表于2020-04-05 00:22 被阅读0次

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    一. 生信友好杂志详解

    1.被“灌水”的Aging(IF=5.515)还能不能投?

    带你了解 

    ①Aging现在的状况如何?

    ②Aging成了纯生信灌水的乐园?

    2.即将突破5分的Frontiers in Oncology是灌水杂志吗?

    带你了解 

    ①Front Oncol发表的生信文章的文章类型为哪几类?

    ②纯生信文章的发表周期如何?

    3.马上4分年刊近2000的杂志JCB:对纯生信友好还不要版面费!

    一文速览 

    ①JCB的纯生信文章分类 

    ②投稿建议

    4.年刊量3000篇预计5+分的JCP

    一文速览 

    ①JCP的投稿类型范围 

    ②纯生信文章分类 

    ③投稿周期

    5.推荐一本生信友好并且最快1月接受的5+分杂志

    二.生信思路详解

    1.如何筛出一篇5分文章的核心基因

    ①数据集筛选原则 

    ②Case1: 肿瘤预后基因

    ③Case2: Risk Score

    ④Case3: 耐药基因

    2.筛到5分的核心基因以后你可以怎么做

    ①Case1:预后标志物+免疫浸润

    ②Case2:单基因多组学验证生存

    ③Case3:基因突变+TMB+免疫浸润

    3.国自然前期研究基础不足?你可以这样一些生信分析

    ①理清研究方向 

    ②举例 

    ③生信分析注意事项 

    三.生信文章详解(标志物&分型&建模)

    常规转录组类

    (一)表达谱预后

    胶质瘤双基因预后标志物就能3+了?

    A robust two‐gene signature for glioblastoma survival prediction

    肾癌之自噬基因预后预测模型发5+分

    Autophagy-related gene P4HB: a novel diagnosis and prognosis marker for kidney renal clear cell carcinoma 

    肾癌EMT基因预后标志物发5+分

    Prognostic value of epithelial-mesenchymal transition markers in clear cell renal cell carcinomae

    9+纯生信泛癌预后标志物筛选

    Landscape of cancer diagnostic biomarkers from specifically expressed genes

    (二)肿瘤免疫微环境或免疫相关类

    围观:为什么别人的免疫浸润能发9+分?

    Immune cell infiltration-based signature for prognosis and immunogenomic analysis in breast cancer

    5+易学套路: 基因突变+TMB+免疫浸润

    EP300 mutation is associated with tumor mutation burden and promotes antitumor immunity in bladder cancer patients

    纯生信4+膀胱癌免疫微环境思路分享

    Screening and Identifying Immune-Related Cells and Genes in the Tumor Microenvironment of Bladder Urothelial Carcinoma: Based on TCGA Database and Bioinformatics

    一学就会的5+分免疫基因与乳腺癌异质性分析

    Immune gene expression profiling reveals heterogeneity in luminal breast tumors

    (三)ceRNA

    膀胱癌ceRNA的3+分思路

    Identification of the Key Factors Related to Bladder Cancer by lncRNA-miRNA-mRNA Three-Layer Network

    单细胞转录组类

    Aging上发表的胃癌单细胞测序做了什么?

    Single-cell RNA sequencing of immune cells in gastric cancer patients 

    3个单细胞测序样本纯分析也发6分!

    Single-cell RNA sequencing of human kidney

    纯生信新冠思路:单细胞测序分析口腔粘膜ACE2表达

    High expression of ACE2 receptor of 2019-nCoV on the epithelial cells of oral mucosa 

    表观遗传类

    (一)m6A

    15+分的纯生信:胃癌m6A和肿瘤免疫微环境

    m6A regulator-mediated methylation modification patterns and tumor microenvironment infiltration characterization in gastric cancer

    即将11+分的JHO:泛肿瘤中m6A和5mC与肿瘤免疫特征

    Identification of cross-talk between m6A and 5mC regulators associated with onco-immunogenic features and prognosis across 33 cancer types

    (二)甲基化

    5+乳腺癌表观遗传深度剖析

    Methylome and transcriptome analyses reveal insights into the epigenetic basis for the good survival of hypomethylated ER-positive breast cancer subtype

    干湿结合类

    干湿结合上6+高渗基因与透明细胞肾癌预后

    Hypertonicity-Affected Genes Are Differentially Expressed in Clear Cell Renal Cell Carcinoma and Correlate with Cancer-Specific Survival

    干湿结合的miRNA调控网络发7+也不难

    A regulatory microRNA network controls endothelial cell phenotypic switch during sprouting angiogenesis

    基因组类

    突变预后

    Genome Med一文带你学会胚系突变泛癌预后思路

    The pan-cancer landscape of prognostic germline variants in 10,582 patients

    一文就懂子宫内膜癌的POLE突变如何发病理学顶刊

    Interpretation of somatic POLE mutations in endometrial carcinoma

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