Skip to main content
Peptide Calculator

Boman Index Calculator

Averages the negative transfer free energy of each residue (Boman's method) to estimate protein-binding potential in kcal/mol. Educational reference, not medical advice.

Sequence Analysis

Calculator inputs

One-letter amino acid codes only (A-Y). Spaces and line breaks are ignored.

This is a mathematical and laboratory reference tool. It does not diagnose, treat or recommend a dose, and it is not medical advice.

The Boman index, published in 2003, is the mean free energy of transfer from water to the surface of a protein, summed over the residues. Boman’s original use was estimating how well a peptide might bind to a cell surface receptor.

Read the direction off this page, not off a table you have seen elsewhere. This calculator negates the tabulated values before averaging, so a more positive result means a stronger preference for a hydrophobic environment, that is a greater tendency to partition into a membrane or a binding interface, and a more negative result means residues that prefer to stay in water. Several published tables run the other way, which is why the deep dive below spends a section on checking which orientation a quoted figure uses.

It is worth being clear about the sign convention, because sources differ. The potential protein antigen value reported by the original paper is the negative of the mean transfer free energy, so a strongly negative Boman transfer value corresponds to a strongly positive antigen value.

A mean of tabulated transfer energies, not a measurement

The method takes a published free energy of transfer from water into a hydrophobic environment for each of the twenty residues, adds those twenty numbers up as far as the chain extends, and divides by the length. The idea underneath it is sound and worth stating, because it is the only reason a table of coefficients can say anything at all: a residue sitting in a binding interface or in a membrane has left water, and the free energy cost of leaving water is part of what any interaction has to pay. Summing twenty per residue costs gives a single comparable number for any chain.

What that number is, is a screening score for one narrow purpose, which is putting sequences into an order before any experiment is run. It is not a measurement. Nothing was measured on your peptide, and no claim about binding, about potency or about any effect in a system follows from the value. The one thing it can legitimately do is sort a list of candidates so that the effort on the next step is spent at the promising end rather than the other way round. Ranking and measuring are different activities, and the difference is most easily lost once a number appears on a page wearing a unit.

The ranking is only ever as good as the table behind it. Every entry in that table is itself a fitted or measured quantity with its own conditions attached, and more than one published residue table exists. Two tools can therefore disagree about the same sequence while each is applying its own table correctly, and neither is broken. The productive way to treat a disagreement is to look up which table each tool used, which the amino acid composition calculator helps with by giving you the raw counts to recompute against either of them by hand.

Why the sign has to be checked against the source

The sign is the single easiest thing to get wrong here, because published tables do not all run the same way round. The residues that favour a hydrophobic environment sit at one end of the original table, with tryptophan and phenylalanine among them, while small and polar residues sit at or near zero and on the other side. Some sources quote that table directly and others quote its negative so that a larger number reads as more potential. Both conventions are in circulation, and the same underlying quantity appears with opposite signs in the literature and in different tools.

The practical rule is mechanical rather than chemical. Before comparing this page with a figure quoted somewhere else, establish which orientation that source uses, and then compare magnitudes. If a source quotes 0.4 and this calculator returns -0.4, the two are the same mean under opposite conventions and they agree exactly. Two numbers of equal magnitude and opposite sign are a match, not a contradiction, and treating them as a conflict is how a correct result gets thrown out. Neither number is wrong in that case; only the comparison was made in the wrong frame.

A second check catches unit slips rather than sign slips. Because the result is a mean of twenty fixed coefficients, it has to lie inside the range those coefficients span, and a number outside that band means a coefficient was entered wrongly. A wildly large result almost always means a decimal point moved, and the general habit of keeping figures in one consistent set of units, set out in the rounding and precision guide , is what catches that class of error early. None of this is peculiar to this index; it is simply more exposed here, because the inputs are bare numbers rather than quantities a parser has already checked.

What averaging does to a short chain

Averaging is where nearly all of the weakness for a peptide comes from. On a four residue chain one residue is a quarter of the answer, so the output is very close to that single coefficient and the other three barely register. A chain of two tryptophans and two glycines returns the mean of those two values and nothing else, and it conveys no information about the fact that the tryptophans are adjacent to each other. Shortening the chain makes the index noisier rather than more precise, which is the opposite of what people expect from doing a calculation on fewer numbers. The peptide length calculator is worth running first so you know which regime you are in.

The mean also discards order completely. Any permutation of the same composition gives exactly the same result, so a block of hydrophobic residues and the same residues scattered along a chain are indistinguishable to it. For a folded protein that is a tolerable approximation, since the fold is held together by interactions the index also ignores. For a short linear peptide that contacts a surface, when and where each residue is presented is plausibly the entire question, and the index cannot see any of it. A charged residue that is permanently ionised and one that is only partly so at the working pH look identical here; the charge versus pH calculator is the page that separates them.

The gap between a ranking score and a binding result

The distance between this score and any experimental result is the whole of what the score is not. It cannot tell you whether a sequence interacts with a particular target, how strongly, or under what conditions, and it carries no information at all about what a peptide does in a living system. What it can do is put a set of sequences into a defensible order so that a screening step has somewhere to begin. Read the output as a filter, and read anything concluded from it as one more hypothesis that still has to be tested.

If you want a genuinely independent view of the same chemistry rather than a second reading of the same table, the GRAVY score calculator weights every residue on a hydropathy scale taken from different observations, and the Kyte-Doolittle guide explains where that scale comes from. The hydrophobic residue fraction gives a third, purely unweighted view of the same chain. When three independent summaries disagree with one another, that disagreement is itself information, and it is a better use of attention than any one score on its own. A set of measures that all lean the same way is still three estimates of one assumption, not three confirmations of it.

How this calculator works

Each residue has a tabulated free energy of transfer from water into a hydrophobic environment, in kilocalories per mole. The index is the mean of those values across the chain, with the sign oriented so that a higher average means residues that favour a hydrophobic environment.

Aromatic and bulky residues dominate the hydrophobic end. Tryptophan at -2.13, phenylalanine at -0.32 and isoleucine at -1.81 pull an average down, while glycine at 0.0 and alanine at 0.61 sit near neutral.

The formulas

  • Boman index = mean of per residue transfer free energies

    transfer free energy
    tabulated per residue, in kcal/mol

    Oriented so that a higher value means residues that favour a hydrophobic environment, which is the opposite sign to the tabulated transfer values this calculator negates before averaging.

Worked example

Boman index of AGDE

Illustrative example. The numbers are chosen to make the arithmetic easy to check. They are not a dose, a protocol or a recommendation.

Given

Sequence
AGDE
Tabulated values
A 0.61, G 0.0, D -0.8, E -0.64
  1. Add the values
    Substitution
    0.61 + 0.0 + (-0.8) + (-0.64)
    Result
    0.83
  2. Divide by the length
    Substitution
    0.83 / 4
    Result
    0.2075

What this shows

A slightly positive value, so on this sign the chain leans marginally towards a hydrophobic environment, but only just. The magnitude is small because the four residues have values close to one another, which is typical of a short peptide and is a reminder that the mean of a short chain is a weak signal.

Understanding the inputs

Amino acid sequence
The chain in one letter codes.

Understanding the results

Boman index
The mean transfer free energy in kcal/mol, with the sign oriented so that a higher value means residues that favour a hydrophobic environment.

Units explained

kcal/mol
Kilocalories per mole. The unit of the tabulated transfer free energies.
Potential protein antigen value
The negative of this index. Boman’s published receptor binding predictor, as opposed to the transfer free energy itself.

Common mistakes

  • Confusing the sign convention with the original paper. If a source quotes 0.4 and this calculator returns -0.4, the two are the same number with opposite orientation.
  • Reading the index as a measured binding affinity. It is a mean of tabulated coefficients, not a measurement and not a prediction of binding for any specific receptor.
  • Over-interpreting a mean across a very short chain, where one or two residues determine the value.

Important limitations

  • A mean of tabulated coefficients, so it discards sequence order and every positional effect.
  • Derived for peptide to protein binding predictions. It has not been validated as a general descriptor of peptide behaviour.
  • No uncertainty is attached to the tabulated values, and the index is usually reported to two decimal places at most.

Frequently asked questions

What does the Boman index calculator compute?

It averages a per residue transfer free energy value across the sequence, giving a single index used as a proxy for a peptide's potential to interact with other proteins.

What formula and convention does the Boman index calculator use?

Boman index equals the mean of the negative transfer free energy of each residue (Boman, 2003); this implementation follows the standard sign convention where a higher value indicates more potential for protein-protein interaction.

How do I use the Boman index calculator?

Enter a peptide sequence. The calculator returns the mean Boman index.

What is the Boman index typically used for?

It was originally proposed in the context of antimicrobial peptide research, as a proxy for how strongly a peptide might bind to other proteins or membrane receptors, based purely on its amino acid composition.

What units does the Boman index calculator use?

kcal/mol, since it is derived from published amino acid transfer free energy values in those units.

How is the Boman index calculator different from GRAVY?

Both are composition based averages, but GRAVY uses the Kyte-Doolittle hydropathy scale and reflects general hydrophobicity, while Boman index uses a different, protein interaction focused free energy scale (Boman 2003) and a different underlying reference dataset.

Does a higher Boman index guarantee stronger binding to a specific target?

No, it is a sequence-only statistical proxy, not a prediction for any specific interaction partner or binding affinity.

Is the Boman index calculator free to use?

Yes. The boman index calculator runs entirely client side in your browser.

Learn more