In humans, pain represents a final integrative package, consisting of neurophysiological processes as well as contextual, psychological, and sociocultural factors.
Owing to the lack of a control group, we are unable to conclusively comment on the effectiveness of individual treatments or on the comparative effectiveness of this integrative package to conventional treatment modalities.
28 Our results also reflect the discussions of CAM clinicians on selecting effective treatment methods for disc herniation patients and the outcome of those consultations was an integrative treatment package consisting of herbal medicine, acupuncture, bee venom pharmacopuncture and Chuna manipulation.
At this time, graphical displays of the TMAP alignment could only be visualized with separate tools for alignment and assembly viewing, such as the IGV package (Integrative Genomics Viewer [23]) which accepts BAM (binary alignment map), BAI (binary alignment index files) and other file formats.
Another relevant method, CNAmet, is an R package for integrative analysis of high-throughput copy number, DNA methylation, and gene expression data to identify genes that are amplified, hypomethylated and upregulated, or deleted, hypermethylated and downregulated [ 31].
The ability to import data from several formats and its integration with existing Bioconductor packages facilitates the integrative analysis of data from different experiments, for example combining ChIP-seq signal or gene expression data with interaction data.
The selected genes were input into a Bayesian network reconstruction software package, RIMBANet-Reconstructing Integrative Molecular Bayesian Network [ 65], based on a previously described algorithm [ 65- 68].
The Platform for integrative analysis of omics data (PIANO) package for R ([ 49]available at http://www.bioconductor.org/packages/2.13/bioc/html/piano.html) has been performed for integrated analysis.
Correlation Circle plots, CIM and Relevance Networks all use as input by-products of the integrative approaches implemented in the mixOmics package.
Matched DNAm and mRNA data for 463 ER+ breast cancers from the TCGA and for all FEM genes which were either significantly differentially methylated or differentially expressed, or both (241 genes), were used as input to a joint latent variable framework for integrative clustering using the iCluster R package [ 17].
Matched DNAm-mRNA data for 463 ER+ breast cancers from the TCGA and for all FEM genes which were either significantly differentially methylated or differentially expressed, or both, were used as input to a joint latent variable model for integrative clustering using the iCluster R package [ 17].
