Main Functions

Primary user-facing functions

mpaqt_index()

Create MPAQT Index

mpaqt_prepare_short_reads()

Prepare Short-Read Data for Quantification

mpaqt_prepare_short_reads_sc()

Prepare Single-Cell Short-Read Data

mpaqt_prepare_long_reads()

Prepare Long-Read Data for Quantification

mpaqt_prepare_long_reads_sc()

Prepare Single-Cell Long-Read Data

mpaqt_prepare_long_reads_sc_flnc()

Prepare Single-Cell Long-Read Data from FLNC FASTQ

mpaqt_quant()

Quantify Transcript Abundances

mpaqt_quant_bulk()

Quantify Transcript Abundances (Bulk RNA-seq)

mpaqt_quant_sc()

Quantify Transcript Abundances (Single-Cell RNA-seq)

mpaqt_prequant()

Run Pre-Quantification Phase

mpaqt_postquant()

Run Post-Quantification Phase

Results

Working with quantification results

tpm()

Extract TPM values from quantification result

abundances()

Extract raw abundances from quantification result

gene_abundances()

Aggregate transcript abundances to gene level

uncertainty()

Extract Uncertainty Estimates

has_uncertainty()

Check if Result Has Uncertainty Estimates

export_results_csv()

Export results to CSV

export_combined_results()

Export Combined Results to CSV

combine_quant_results()

Combine Multiple Quantification Results

get_parameters()

Get Algorithm Parameters

get_input_metadata()

Get Input Metadata

I/O Functions

Reading and writing data

mpaqt_read_index()

Load MPAQT Index from Disk

mpaqt_read_counts()

Load counts from disk

mpaqt_read_result()

Load quantification result from disk

mpaqt_read_short_read_counts()

Load Pre-Processed Short-Read Counts

mpaqt_read_long_read_counts()

Load Pre-Processed Long-Read Counts

mpaqt_read_prequant()

Load pre-quantification result

mpaqt_save_result()

Save Quantification Results

mpaqt_save_result_sc()

Save Single-Cell Quantification Results

mpaqt_save_prequant()

Save pre-quantification result

Processing Functions

Low-level read processing

mpaqt_process_short_reads()

Process Short-Read FASTQ Files (Bulk)

mpaqt_process_short_reads_sc()

Process Short-Read FASTQ Files (Single-Cell)

mpaqt_process_long_reads()

Process Long-Read Count File (Bulk)

mpaqt_process_long_reads_sc()

Process Long-Read Count File (Single-Cell)

Dependency Checks

Check for optional dependencies

require_long_read_processing()

Check Requirements for Long-Read Processing

require_sc_long_read_flnc()

Check Requirements for Single-Cell Long-Read FLNC Processing

require_transcriptome_extraction()

Check Requirements for Transcriptome Extraction from GTF

S3 Methods

Print, summary, and accessor methods

coef(<mpaqt_quant_result>)

Extract coefficients (abundances) from quantification result

fitted(<mpaqt_quant_result>)

Extract fitted values from quantification result

print(<mpaqt_counts_lr>)

Print method for mpaqt_counts_lr

print(<mpaqt_counts_sr>)

Print method for mpaqt_counts_sr

print(<mpaqt_index>)

Print method for mpaqt_index

print(<mpaqt_prequant>)

Print method for mpaqt_prequant

print(<mpaqt_quant_result>)

Print method for mpaqt_quant_result

summary(<mpaqt_counts_lr>)

Summary method for mpaqt_counts_lr

summary(<mpaqt_counts_sr>)

Summary method for mpaqt_counts_sr

summary(<mpaqt_index>)

Summary method for mpaqt_index

summary(<mpaqt_quant_result>)

Summary method for mpaqt_quant_result

length(<mpaqt_counts>)

Get number of elements in counts object

length(<mpaqt_index>)

Get number of transcripts in index

`[`(<mpaqt_counts>)

Extract counts vector

`[`(<mpaqt_index>)

Subset an mpaqt_index by transcript indices