arrow
返回

MUON: multimodal omics analysis framework

delete2022-02-01
delete53
delete
OA
AI
D
Danila Bredikhin
I
Ilia Kats
O
Oliver Stegle *
DOI:10.1186/s13059-021-02577-8delete
delete原文链接
delete分享
delete收藏
查看原文
摘要

摘要

En 中文
Advances in multi-omics have led to an explosion of multimodal datasets to address questions from basic biology to translation. While these data provide novel opportunities for discovery, they also pose management and analysis challenges, thus motivating the development of tailored computational solutions. Here, we present a data standard and an analysis framework for multi-omics, MUON, designed to organise, analyse, visualise, and exchange multimodal data. MUON stores multimodal data in an efficient yet flexible and interoperable data structure. MUON enables a versatile range of analyses, from data preprocessing to flexible multi-omics alignment.
Keyword:
GENE-EXPRESSION
CELL
SEQ
AI总结

AI总结

对已上传原文的论文进行重点信息的提取,主要内容包括:简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。

期刊

G
Genome Biology
IF:
9.4
论文数:
6.4K
被引数:
7.3W

机构

H
Helmholtz Association
学者数:
13.2W
论文数: 10.7W
被引数: 145
E
european molecular biology laboratory (embl)
学者数:
8.3K
论文数: 5.1K
被引数: 31
引用论文

引用论文

err
IF0
err
err0
PREAI
err
err分享
err收藏
Iridoids as chemical markers of false ipecac (Ronabea emetica), a previously confused medicinal plant
err2011-12-01
err0
PREAI
errAndreas Berger; Hannes Fasshuber; Johann Schinnerl; Wolfgang Robien; Lothar Brecker; Karin Valant-Vetschera
err分享
err收藏
Single-cell multiomics: technologies and data analysis methods
err2020-09-15
err314
errOAAI
errLee, Jeongwoo; Hyeon, Do Young; Hwang, Daehee
err分享
err收藏
Julia: A Fresh Approach to Numerical Computing朱莉娅: 一种新的数值计算方法
err2017-01-01
err3.6K
errOAAI
errBezanson, Jeff; Edelman, Alan; Karpinski, Stefan; Shah, Viral B.
err分享
err收藏
GPT for RCTs?: Using AI to determine adherence to reporting guidelines
err
IF0
err2023-12-15
err0
errOAAI
errJ.G. Wrightson; P. Blazey; D. Moher; K.M. Khan; C.L. Ardern
err分享
err收藏
scNMT-seq enables joint profiling of chromatin accessibility DNA methylation and transcription in single cells
err2018-02-22
err478
errOAAI
errClark, Stephen J.; Argelaguet, Ricard; Kapourani, Chantriolnt-Andreas; Stubbs, Thomas M.; Lee, Heather J.; Alda-Catalinas, Celia; Krueger, Felix; Sanguinetti, Guido; Kelsey, Gavin; Marioni, John C.; Stegle, Oliver; Reik, Wolf
err分享
err收藏
学者 查看更多内容