Sample Ingestion
Panomics supports the ingestion of transcriptomics samples from local and remote sources. The ingestion process requires a Standard Compute runtime.
Ingestion Workflow
Sample ingestion is a straightforward, multi-step process.
Select the sample file mode
In Panomics, the concept of file mode was introduced to distinguish between one file per dataset (gene by samples or cells) and one file per sample (output from Salmon quantification).
single
- each sample will be uploaded as an individual file
combined
- all samples are represented in a single file
Select the sample source
Users can import samples from their local disk, Panomics assets, AWS S3 or DNAnexus. For AWS and DNAnexus, an external API key must be configured.
Select the files
Depending on the sample source, this step will differ.
Local disk - drop your files in the upload area.
Panomics Assets - select the Panomics project and then select the files you wish to import.
AWS S3 - input the name of the S3 bucket, the prefix, and a regex to select only the files you intend to import.
DNAnexus - select the DNAnexus project and a regex to select only the files you intend to import.
Input sample attributes
Batch ID - auto-generated ID to help you identify the sample batch easily.
Organism - the organism of the sample donors.
Gene column - the name of the column that refers to the gene ID or gene symbol. Supported IDs are Ensemble and Entrez. Applies to CSV file inputs.
Normalized counts - whether you are uploading normalized counts.
Strip prefix characters - whether you would like the platform to strip one or more characters from the beginning of the sample names. This is useful if your sample names are numeric only, but the output was generated in R, which adds an X.
First sample column index - for combined samples, indicate what column index represents the first sample (zero-based).
Supported file inputs
Microarray
Panomics supports the ingestion of normalized intensities files that have been mapped to gene IDs or gene symbols. Only the combined
sample file mode is accepted.
Accepted formats: .txt, .csv, .tsv, .gz
Example file:

RNA-seq and sRNA-seq
Panomics supports the ingestion of raw or normalized bulk RNA-seq samples. Both single
and combined
file modes are accepted.
Accepted formats: .txt, .csv, .tsv, .gz
Single file mode sample data:

Combined file mode sample data:

scRNA-seq and snRNA-seq
For single cell or single nucleus RNA-seq samples, only the single
file mode is currently supported.
Accepted formats: .txt, .csv, .tsv, .h5, .h5ad, .gz, .tar.gz
Tar gz files must contain 3 files that follow this convention:
GSM5474339_AD5_barcodes.tsv.gz
GSM5474339_AD5_features.tsv.gz
GSM5474339_AD5_matrix.mtx.gz
Sample data:
Sample ingestion demo videos
Bulk RNA-seq using the combined samples file mode
Single-cell RNA-seq using zipped barcodes, features, matrix files
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