微生物宏基因组数据分析

微生物宏基因组数据分析涉及到宏基因组的分析流程，包括了质控、去接头、组装、拼接、微生物的组分鉴定、转录组的分析、pathway的分析。还对宏基因组在多组学整合分析、单细胞宏基因组学、人工智能和机器学习、个性化医疗做了初步的探索分析

Microbial metagenomic data analysis covers the standard analytical workflow for metagenomics, including quality control (QC), adapter trimming, de novo assembly, scaffolding, microbial community composition identification, transcriptome analysis, and pathway analysis. Additionally, preliminary exploratory analyses have been carried out on metagenomics in the domains of multi-omics integration analysis, single-cell metagenomics, artificial intelligence and machine learning, and personalized medicine.

搜集汇总

背景与挑战

背景概述

该数据集提供微生物宏基因组数据分析，涵盖从质控到组分鉴定的完整分析流程，并探索多组学整合及AI在医疗中的应用。