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DNA copy number: how many molecules are in your sample?

Convert a mass of DNA or RNA into a number of copies from its length, and find the dilution needed for a target number of copies per microliter.

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bp or nt

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Results

Number of copies

1,852,966,388

Prepare standards by serial dilution and use low-binding tubes for very dilute DNA
Copies per µL
185,296,639
Dilution factor to reach the target
185.3
Mass of one copy
0.005397 fg
Amount of substance
3.077 fmol

From mass to copies

Molecular biology often needs the number of DNA molecules, not their mass: to make qPCR standards, to set up a ligation, or to calculate a transfection. The conversion uses Avogadro’s number and the average molar mass of a base pair:

Copies = mass (g) × 6.022 × 10²³ ÷ (length × average mass per base)

Molecule Average mass
Double-stranded DNA about 650 g/mol per base pair
Single-stranded DNA about 330 g/mol per nucleotide
Single-stranded RNA about 340 g/mol per nucleotide

Some protocols use 660 g/mol per bp for dsDNA; the difference is small.

Example

10 ng of a 5,000 bp plasmid:

Copies = 10 × 10⁻⁹ × 6.022 × 10²³ ÷ (5,000 × 650) ≈ 1.85 × 10⁹ copies

In 10 µL, that is 1.85 × 10⁸ copies per µL. To prepare a standard at 10⁶ copies per µL, dilute about 185-fold, for example by a 1:10 dilution followed by a 1:18.5 dilution.

Useful reference values

Template Copies in 1 ng
100 bp PCR product about 9.3 × 10⁹
3,000 bp plasmid about 3.1 × 10⁸
5,000 bp plasmid about 1.85 × 10⁸
Lambda phage DNA (48.5 kb) about 1.9 × 10⁷
Human haploid genome (about 3.1 Gb) about 300 copies (one genome weighs about 3.3 pg)

Making a standard curve

  1. Measure the concentration accurately, ideally with a fluorescent dye assay rather than absorbance, which is affected by RNA and contaminants.
  2. Linearize plasmids if possible: supercoiled plasmids amplify less efficiently in the first cycles.
  3. Prepare a series of 10-fold dilutions, for example from 10⁷ down to 10¹ copies per reaction.
  4. Use low-binding tubes and a carrier such as tRNA or yeast RNA for very dilute standards, which can lose DNA to the tube walls.
  5. Prepare fresh dilutions, or store aliquots frozen to avoid repeated freeze-thaw cycles.

Limits

At very low numbers, random sampling matters: a reaction expected to hold 3 copies often contains 0, 1 or 5. Below about 10 copies per reaction, results follow Poisson statistics rather than simple dilution math.

Frequently asked questions

How do you calculate DNA copy number?

Copies = mass (g) × 6.022 × 10²³ ÷ (length in bp × 650 g/mol per bp) for double-stranded DNA.

How many copies are in 1 ng of plasmid?

For a 5,000 bp plasmid, about 1.85 × 10⁸ copies; shorter plasmids contain proportionally more.

What molecular weight per base pair should I use?

About 650 g/mol per bp for dsDNA, 330 g/mol per nucleotide for ssDNA and 340 g/mol per nucleotide for RNA.

How much does one human genome weigh?

A haploid human genome weighs about 3.3 pg, so 1 ng of human genomic DNA holds roughly 300 copies of a single-copy gene.

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Results are estimates provided for information purposes. They do not replace professional advice.