EZcount

EZcount quantifies microRNA (miRNA) expression from next-generation sequencing (NGS) data to produce read counts for miRNA expression analysis.

Key Features:

• All-in-One Workflow: Provides a streamlined workflow from raw fastq input to final miRNA read counts.
• High Sensitivity and Accuracy: Demonstrates improved sensitivity and accuracy in miRNA quantification compared to sequence alignment-based methods across different library preparation protocols and sequencing platforms.
• Ambiguous Mapping Resolution: Addresses ambiguous mapping caused by short miRNA lengths to improve precision of expression measurements.
• Parallel Architecture: Utilizes parallel processing to accelerate analysis, enabling per-sample processing in minutes on typical workstations.

Scientific Applications:

• Biomarker Discovery: Facilitates identification and validation of miRNAs as disease biomarkers through accurate quantification.
• Personalized Medicine: Supports diagnostic, prognostic, and therapeutic decision-making by providing miRNA expression profiles.
• Gene Regulation Studies: Enables investigation of miRNA-mediated gene suppression by delivering precise miRNA expression measurements.

Methodology:

Processes raw fastq files from NGS through an optimized pipeline to generate precise miRNA read counts while handling short sequence lengths and resolving mapping ambiguities.