Skip to content

DNA Copy Number & Dilution Calculator

From DNA mass to molecules. From stock to a practical pipetting plan.

Stock & Molecule Inputs

Advanced: molecular weight options

Known sequence-specific MW overrides the length average. Custom MW requires this value. Length is then a reference label only.

Use the FULL measured molecule length, including the vector backbone.

stcalculator.onlinestcalculator.online

Copy Number Summary

STOCK COPIES PER µL

—molecules / µL

dsDNA · 500 bp · 660 g/mol per bp

Total stock copies—
Stock molarity—
Total mass—
500 bpIllustrative molecule, not to scale.
Molecule copies (log₁₀ scale)Stock copies per microliter, logarithmic scale

Molecule copies; not cells or target-gene copies.stcalculator.onlinestcalculator.online

Dilution & qPCR Planner

—

Use assay-compatible diluent. Mix each step; check your pipette range.stcalculator.onlinestcalculator.online

Calculation & Assumptions

Copy number from mass concentration:

copies/µL = C × 10⁻⁹ × Nₐ ÷ MW

C is in ng/µL; Nₐ = 6.02214076 × 10²³ molecules/mol; MW is the full molecule mass in g/mol.

MW ≈ length × mass per bp or base
Genome equivalents & target copies

Presets are molecule-length shortcuts. Human 3.2 Gb is an approximate haploid reference, not a diploid cell count. E. coli K-12 MG1655 uses NC_000913.3; plasmids and inserts can differ from reference vectors. A measured plasmid molecule may contain multiple target sites; target copies equal molecule copies × verified target sites per molecule. This tool reports molecules, not genomic CNV or ddPCR Poisson-corrected partition counts.

Average MW, diluent & precision

660/330/340 are conventional coarse estimates, not exact sequence masses. Salt form, base composition, end groups and modifications affect MW; use a known full molecular weight for accurate oligo work. Alternative references use different approximations. Purity, degradation, measurement uncertainty, adsorption and pipetting losses are not modeled. Diluent must suit your assay; nuclease-free water is not automatically the best storage buffer. Display rounding does not change calculation precision. Plans have no overage; select adequate mixing/dead volume yourself.

Length averages are approximations; exact MW can differ.

Frequently asked questions

Which length should I enter?

Use the full length of the molecules whose mass you measured. For a plasmid, include backbone plus insert, not only the amplicon. For single-stranded DNA or RNA use bases / nucleotides, not base pairs.

Why use a serial dilution?

A direct transfer below your selected minimum may be impractical. The planner inserts intermediate dilution steps, verifies material availability and labels the source tube for each transfer. Your minimum is an input, not a guarantee of pipette accuracy.

Does one molecule mean one gene copy?

Only if the molecule contains one copy of the target. Verify target multiplicity, ploidy and sample composition before interpreting target-gene or cell equivalents.

How do low-copy reactions behave?

Copies per reaction is an expected mean. Low-copy aliquots are stochastic, not guaranteed to contain that many molecules. In an ideal well-mixed Poisson model P(0) = exp(−λ). This is not a substitute for assay validation or ddPCR partition analysis. RNA templates require the appropriate reverse-transcription workflow for RT-qPCR.

Low-copy aliquots are stochastic; an expected count is not a guaranteed count.

Sources & References

Source names and logos identify references, not endorsement. Reference lengths: pBR322, lambda, E. coli. Alternative molecular-weight conventions.

↗ Biology

From DNA mass to molecules. From stock to a practical pipetting plan.

Page information

Updated: October 10, 2026