Mini-bulk Transcriptomics

Mini-bulk transcriptomics is a gene-expression profiling approach that measures RNA from small, carefully defined cell populations, providing an intermediate scale between conventional bulk RNA sequencing and single-cell analysis. The method pools transcriptomes from limited numbers of cells, then uses RNA extraction, reverse transcription, library preparation, and high-throughput sequencing to quantify expressed genes while preserving some information about the sampled population. In biology, mini-bulk transcriptomics can characterize rare or microdissected cell groups, compare transcriptional states across tissues or experimental conditions, and identify pathways associated with development, disease, or treatment response. It offers greater cellular resolution than standard bulk assays without requiring complete single-cell workflows.

Mini-bulk Transcriptomics - Related Videos

Research

JoVE Journal - Biology

RNA Isolation from Mouse Ocular Lens Epithelium and Fiber Cell Bulk Masses

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2025

This protocol details the separation of the mouse ocular lens epithelium and fiber cell bulk mass, followed by RNA isolation and qPCR analysis. This method allows for separating lens cell compartments for a more detailed analysis of the transcriptome and biological processes in epithelial cells vs. differentiated fiber cells.

Education

JoVE Core - Mechanical Engineering

Bulk Modulus

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2025

The bulk modulus is a scientific term used to describe a material's resistance to uniform compression. It is the proportionality constant that links a change in pressure to the resulting relative volume change. This concept becomes clearer when an isotropic material element is visualized as a cube of unit volume. When this cube is subjected to normal stresses, it undergoes deformation, changing its shape into a rectangular parallelepiped with a different volume. The discrepancy between this...

Research

JoVE Journal - Biology
Free Sample

Mining Spatial Transcriptomics Datasets using DeepSpaceDB

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2025

This article introduces a protocol for using DeepSpaceDB, a dynamic, interactive database for spatial transcriptomics, offering analysis workflows and examples to explore tissue organization and disease-related gene expression.

Simple Bulk Readout of Digital Nucleic Acid Quantification Assays

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Cited by 5 •

2015

We describe an endpoint digital assay for quantifying nucleic acids with a simplified (analog) readout. We measure bulk fluorescence of droplet-based digital assays using a standard qPCR machine rather than specialized instrumentation and confirm our results by microscopy.

Bulk Density of Aggregate

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2024

Bulk density refers to the mass of aggregate particles that would fill a unit volume. The concept of bulk density originates from the inability to pack aggregate particles in a manner that completely eliminates void spaces. Hence, the term bulk refers to the volume that encompasses both the aggregates and the voids. This measurement is crucial when aggregates are batched by volume and is used to convert quantities by mass to volume. Most natural mineral aggregates, like sand and gravel,...

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