I just want to know if someone can provide me an example input data for microbial association network analysis using SPIEC- EASI. Also, if possible, an R script how to do this network analysis will be very helpful. Thank you very much in advance.
Using SPIEC-EASI for microbiome study, an input dataset in the form of an abundance table or a count matrix is needed. This matrix represents the abundance levels of different microbial taxa across multiple samples. Each row corresponds to a specific microbial taxon, and each column represents a sample.
Here's an example of how the input data format may look like:
```
Taxon Sample1 Sample2 Sample3 Sample4
Taxon1 10 5 0 3
Taxon2 2 8 7 1
Taxon3 0 4 6 2
```
In this example, there are three microbial taxa (Taxon1, Taxon2, and Taxon3) and four samples (Sample1, Sample2, Sample3, and Sample4). The abundance values represent the number of reads or the relative abundance of each taxon in the respective samples.
=========
Certainly! Here's an example R script that demonstrates network analysis using SPIEC-EASI for a microbiome study: