Opportunities and challenges of using metagenomic data to bring uncultured microbes into cultivation
Although there is now an extensive understanding of the diversity of microbial life on earth
through culture-independent metagenomic DNA sequence analyses, the isolation and …
through culture-independent metagenomic DNA sequence analyses, the isolation and …
Systems metabolic engineering meets machine learning: a new era for data‐driven metabolic engineering
KV Presnell, HS Alper - Biotechnology journal, 2019 - Wiley Online Library
The recent increase in high‐throughput capacity of 'omics datasets combined with advances
and interest in machine learning (ML) have created great opportunities for systems …
and interest in machine learning (ML) have created great opportunities for systems …
Review of machine learning methods for the prediction and reconstruction of metabolic pathways
Prediction and reconstruction of metabolic pathways play significant roles in many fields
such as genetic engineering, metabolic engineering, drug discovery, and are becoming the …
such as genetic engineering, metabolic engineering, drug discovery, and are becoming the …
Machine learning as an effective method for identifying true single nucleotide polymorphisms in polyploid plants
Single nucleotide polymorphisms (SNPs) have many advantages as molecular markers
since they are ubiquitous and codominant. However, the discovery of true SNPs in polyploid …
since they are ubiquitous and codominant. However, the discovery of true SNPs in polyploid …
Promoter element engineering towards modulated and consistent gene expression
KV Presnell - 2023 - repositories.lib.utexas.edu
Metabolic engineering requires precise control over expression strength, which can be
effectively accomplished through engineering of the promoter element. In this regard, there …
effectively accomplished through engineering of the promoter element. In this regard, there …
[图书][B] Metabolic Pathway Engineering: Analysis and Applications in the Life Sciences
JF Challacombe - 2021 - taylorfrancis.com
Metabolic systems engineering combines the tools and approaches of systems biology,
synthetic biology, and evolutionary engineering. This book reviews studies on metabolism …
synthetic biology, and evolutionary engineering. This book reviews studies on metabolism …
Machine learning as an effective method for identifying true SNPs in polyploid plants
Abstract Single Nucleotide Polymorphisms (SNPs) have many advantages as molecular
markers since they are ubiquitous and co-dominant. However, the discovery of true SNPs …
markers since they are ubiquitous and co-dominant. However, the discovery of true SNPs …