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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