It is based on a kmer-based approach that identifies sequence reads that contain unique DNA between two or more sequence libraries.
The recommendations emphasize the role of laboratory director in using an error-based approach that identifies potential sources of errors that may occur throughout the analytical process and addressing these potential errors through test design, method validation, or quality controls so that no harm comes to the patient.
Chuang et al. (2007) developed a network analysis method by applying a protein network-based approach that identifies biomarkers not as individual genes but as subnetworks extracted from protein interaction databases [6].
A recent study illustrated how the network-based approach that identifies subnetworks with coherent expression patterns can be used to identify novel markers for breast cancer metastasis [ 26].
Chuang et al. developed a protein-network-based approach that identifies biomarkers not as individual genes but as sub-networks extracted from protein interaction databases.
Here, we present MetaID, an alignment-free n-gram based approach that can accurately identify microorganisms at the strain level and estimate the abundance of each organism in a sample, given a metagenomic sequencing dataset.
This demonstrates the power and utility of the AIMS approach that identifies ligands based on binding rather than preconceived notions of function.
In this study, we have employed a molecular evolution and phylogenetics based approach to identify genes that might play important roles in conferring host specificity to different serovars of S. enterica.
By using a Bayesian network based approach the POBN algorithm is able to identify both linear and nonlinear relationships.
If such a majority signal can be extracted from the individual gene phylogenies, then the bipartition based approach can identify families that are likely candidates for gene transfer.
The RMA based approach uniquely identified neurogenesis processes that may also be relevant in DN.
