Low-input Library

Low-input library preparation is a sequencing method for converting very small amounts of DNA or RNA into a molecular library suitable for genetic analysis. The process typically fragments or converts the starting material, attaches platform-specific adapters, and uses limited-cycle amplification to enrich molecules while preserving sequence information and minimizing material loss. This approach enables next-generation sequencing when samples are scarce, degraded, or difficult to obtain, including single cells, rare clinical specimens, and precious biological materials. Low-input libraries support variant detection, transcriptome profiling, and studies of genetic diversity while helping researchers make efficient use of limited samples.

Low-input Library - Related Videos

Research

JoVE Journal - Genetics

Ultralow Input Genome Sequencing Library Preparation from a Single Tardigrade Specimen

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Cited by 10 •

2018

Contamination during the genomic sequencing of microscopic organisms remains a large problem. Here, we show a method to sequence the genome of a tardigrade from a single specimen with as little as 50 pg of genomic DNA without whole genome amplification to minimize the risk of contamination.

Education

JoVE Business - Microeconomics

Input Efficiency II

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2025

In any production process, resources such as labor and capital must be allocated efficiently to maximize output. When multiple producers rely on the same fixed resources, the challenge is to distribute these inputs in a way that ensures no further improvements can be made without reducing another producer’s output.Efficiency in resource allocation is analyzed using isoquants, which represent different combinations of inputs that produce the same level of output. If an allocation allows at least...

Input Efficiency I

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2025

Input Efficiency in Resource AllocationInput efficiency refers to the way productive resources like labor and capital are distributed across industries to maximize overall output. Unlike exchange efficiency, which deals with consumer goods allocation, input efficiency determines how resources are assigned to different production activities.Deciding How to Allocate ResourcesSince resources are limited, choices must be made about their use. Should engineers work in the automotive sector or the...

Research

JoVE Journal - Chemistry
Free Sample

Curation of Computational Chemical Libraries Demonstrated with Alpha-Amino Acids

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Cited by 2 •

2022

The purpose of this protocol is to efficiently generate and curate small-molecule structure libraries using open-source software.

Input Efficiency III

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2025

When the isoquants of two producers are tangential, they have the same Marginal Rate of Technical Substitution (MRTS) at that point. The MRTS describes how one input, such as labor, can be substituted for another, such as capital, while maintaining the same level of output. Mathematically, it is given by:where ‘MPL’ and ‘MPK’ are the marginal products of labor and capital, respectively. This ratio indicates the rate at which a firm can trade-off labor for capital without changing total...

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