Provided by: melting_4.3.1+dfsg-2_amd64 
NAME
melting - nearest-neighbor computation of nucleic acid hybridation
SYNOPSIS
melting [options]
DESCRIPTION
Melting computes, for a nucleic acid duplex, the enthalpy and the entropy of the helix-coil transition,
and then its melting temperature. Three types of hybridisation are possible: DNA/DNA, DNA/RNA, and
RNA/RNA. The program uses the method of nearest-neighbors. The set of thermodynamic parameters can be
easely changed, for instance following an experimental breakthrough. Melting is a free program in both
sense of the term. It comes with no cost and it is open-source. In addition it is coded in ISO C and can
be compiled on any operating system. Some perl scripts are provided to show how melting can be used as a
block to construct more ambitious programs.
OPTIONS
The options are treated sequentially. If there is a conflict between the value of two options, the latter
normally erases the former.
-Afile.nn
Informs the program to use file.nn as an alternative set of nearest-neighbor parameters, rather
than the default for the specified hybridisation type. The standard distribution of melting
provides some files ready-to-use: all97a.nn (Allawi et al 1997), bre86a.nn (Breslauer et al 1986),
san96a.nn (SantaLucia et al 1996), sug96a.nn (Sugimoto et al 1996) san04a.nn (Santalucia et al
2004) (DNA/DNA), fre86a.nn (Freier et al 1986), xia98a.nn (Xia et al 1998), (RNA/RNA), and
sug95a.nn (Sugimoto et al 1995), (DNA/RNA).
The program will look for the file in a directory specified during the installation. However, if
an environment variable NN_PATH is defined, melting will search in this one first. Be careful, the
option -A changes the default parameter set defined by the option -H.
-Ccomplementary_sequence
Enters the complementary sequence, from 3' to 5'. This option is mandatory if there are mismatches
between the two strands. If it is not used, the program will compute it as the complement of the
sequence entered with the option -S.
-Ddnadnade.nn
Informs the program to use the file dnadnade.nn to compute the contribution of dangling ends to
the thermodynamic of helix-coil transition. The dangling ends are not taken into account by the
approximative mode.
-Ffactor
This is the a correction factor used to modulate the effect of the nucleic acid concentration in
the computation of the melting temperature. See section ALGORITHM for details.
-Gx.xxe-xx
Magnesium concentration (No maximum concentration for the moment). The effect
of ions on thermodynamic stability of nucleic acid duplexes is complex,
and the correcting functions are at best rough approximations.The published
Tm correction formula for divalent Mg2+ ions of Owczarzy et al(2008) can
take in account the competitive binding of monovalent and divalent ions on DNA.
However this formula is only for DNA duplexes.
-h Displays a short help and quit with EXIT_SUCCESS.
-Hhybridisation_type
Specifies the hybridisation type. This will set the nearest-neighbor set to use if no alternative
set is provided by the option -A (remember the options are read sequentially). Moreover this
parameter determines the equation to use if the sequence length exceeds the limit of application
of the nearest-neighbor approach (arbitrarily set up by the author). Possible values are dnadna,
dnarna and rnadna (synonymous), and rnarna. For reasons of compatibility the values of the
previous versions of melting A,B,C,F,R,S,T,U,W are still available although strongly deprecated.
Use the option -A to require an alternative set of thermodynamic parameters. IMPORTANT: If the
duplex is a DNA/RNA heteroduplex, the sequence of the DNA strand has to be entered with the option
-S.
-Iinput_file
Provides the name of an input file containing the parameters of the run. The input has to contain
one parameter per line, formatted as in the command line. The order is not important, as well as
blank lines. example:
###beginning###
-Hdnadna
-Asug96a.nn
-SAGCTCGACTC
-CTCGAGGTGAG
-N0.2
-P0.0001
-v
-Ksan96a
###end###
-ifile.nn
Informs the program to use file.nn as an alternative set of inosine pair
parameters, rather than the default for the specified hybridisation type.
The standard distribution of melting provides some files ready-to-use: san05a.nn
(Santalucia et al 2005) for deoxyinosine in DNA duplexes, bre07a.nn (Brent M Znosko
et al 2007)for inosine in RNA duplexes. Note that not all the inosine mismatched
wobble's pairs have been investigated. Therefore it could be impossible to compute
the Tm of a duplex with inosine pairs. Moreover, those inosine pairs are not taken
into account by the approximative mode.
-Ksalt_correction
Permits one to chose another correction for the concentration in sodium. Currently, one can chose
between wet91a, san96a, san98a. See section ALGORITHM. TP. BI. "-k" "x.xxe-xx"
Potassium concentration (No maximum concentration for the moment). The effect of ions
on thermodynamic stability of nucleic acid duplexes is complex, and the correcting
functions are at best rough approximations.The published Tm correction formula for
sodium ions of Owczarzy et al (2008)is therefore also applicable to buffers containing Tris or
KCl. Monovalent K+, Na+, Tris+ ions stabilize DNA duplexes
with similar potency, and their effects on duplex stability are additive. However this formula
is only for DNA duplexes.
-L Prints the legal information and quit with EXIT_SUCCESS.
-Mdnadnamm.nn
Informs the program to use the file dnadnamm.nn to compute the contribution of mismatches to the
thermodynamic of helix-coil transition. Note that not all the mismatched Crick's pairs have been
investigated. Therefore it could be impossible to compute the Tm of a mismatched duplex. Moreover,
those mismatches are not taken into account by the approximative mode.
-Nx.xxe-xx
Sodium concentration (between 0 and 10 M). The effect of ions on thermodynamic
stability of nucleic acid duplexes is complex, and the correcting functions
are at best rough approximations. Moreover, they are generally reliable only
for [Na+] belonging to [0.1,10M]. If there are no other ions in
solution, we can use only the sodium correction. In the other case, we use the Owczarzy's
algorithm.
-Ooutput_file
The output is directed to this file instead of the standard output. The name of the file can be
omitted. An automatic name is then generated, of the form meltingYYYYMMMDD_HHhMMm.out (of course,
on POSIX compliant systems, you can emulate this with the redirection of stdout to a file
constructed with the program date).
-Px.xxe-xx
Concentration of the nucleic acid strand in excess (between 0 and 0.1 M).
-p Return the directory supposed to contain the sets of calorimetric parameters and quit with
EXIT_SUCCESS. If the environment variable NN_PATH is set, it is returned. Otherwise, the value
defined by default during the compilation is returned.
-q Turn off the interactive correction of wrongly entered parameter. Useful for run through a server,
or a batch script. Default is OFF (i.e. interactive on). The switch works in both sens. Therefore
if -q has been set in an input file, another -q on the command line will switch the quiet mode OFF
(same thing if two -q are set on the same command line).
-Ssequence
Sequence of one strand of the nucleic acid duplex, entered 5' to 3'. IMPORTANT: If it is a DNA/RNA
heteroduplex, the sequence of the DNA strand has to be entered. Uridine and thymidine are
considered as identical. The bases can be upper or lowercase.
-Txxx Size threshold before approximative computation. The nearest-neighbour approach will be used only
if the length of the sequence is inferior to this threshold.
-tx.xxe-xx
Tris buffer concentration (No maximum concentration for the moment).
The effect of ions on thermodynamic stability of nucleic acid
duplexes is complex, and the correcting functions are at best
rough approximations.The published Tm correction formula for sodium ions of
Owczarzy et al(2008)is therefore also applicable to buffers containing Tris or
KCl. Monovalent K+, Na+, Tris+ ions stabilize DNA duplexes with similar potency, and
their effects on duplex stability are additive. However this formula is only for DNA
duplexes. Be careful, the Tris+ ion concentration is about half of the total tris buffer
concentration.
-v Control the verbose mode, issuing a lot more information about the current run (try it once to see
if you can get something interesting). Default is OFF. The switch works in both sens. Therefore if
-v has been set in an input file, another -v on the command line will switch the verbose mode OFF
(same thing if two -v are set on the same command line).
-V Displays the version number and quit with EXIT_SUCCESS.
-x Force the program to compute an approximative tm, based on G+C content. This option has to be used
with caution. Note that such a calcul is increasingly incorrect when the length of the duplex
decreases. Moreover, it does not take into account nucleic acid concentration, which is a strong
mistake.
ALGORITHM
Thermodynamics of helix-coil transition of nucleic acid
The nearest-neighbor approach is based on the fact that the helix-coil transition works as a zipper.
After an initial attachment, the hybridisation propagates laterally. Therefore, the process depends on
the adjacent nucleotides on each strand (the Crick's pairs). Two duplexes with the same base pairs could
have different stabilities, and on the contrary, two duplexes with different sequences but identical sets
of Crick's pairs will have the same thermodynamics properties (see Sugimoto et al. 1994). This program
first computes the hybridisation enthalpy and entropy from the elementary parameters of each Crick's
pair.
DeltaH = deltaH(initiation) + SUM(deltaH(Crick's pair))
DeltaS = deltaS(initiation) + SUM(deltaS(Crick's pair))
See Wetmur J.G. (1991) and SantaLucia (1998) for deep reviews on the nucleic acid hybridisation and on
the different set of nearest-neighbor parameters.
Effect of mismatches and dangling ends
The mismatching pairs are also taken into account. However the thermodynamic parameters are still not
available for every possible cases (notably when both positions are mismatched). In such a case, the
program, unable to compute any relevant result, will quit with a warning.
The two first and positions cannot be mismatched. in such a case, the result is unpredictable, and all
cases are possible. for instance (see Allawi and SanLucia 1997), the duplex
A T
GTGAGCTCAT
TACTCGAGTG
T A
is more stable than
AGTGAGCTCATT
TTACTCGAGTGA
The dangling ends, that is the umatched terminal nucleotides, can be taken into account.
Example
DeltaH(
AGCGATGAA-
-CGCTGCTTT
) = DeltaH(AG/-C)+DeltaH(A-/TT)
+DeltaH(initG/C)+DeltaH(initA/T)
+DeltaH(GC/CG)+DeltaH(CG/GC)+2xDeltaH(GA/CT)+DeltaH(AA/TT)
+Delta(AT/TG mismatch) +DeltaG(TC/GG mismatch)
(The same computation is performed for DeltaS)
The melting temperature
Then the melting temperature is computed by the following formula:
Tm = DeltaH / (DeltaS + Rx ln ([nucleic acid]/F))
Tm in K (for [Na+] = 1 M )
+ f([Na+]) - 273.15
correction for the salt concentration (if there are only sodium cations in the solution)and to get the
temperature in degree Celsius. (In fact some corrections are directly included in the DeltaS see that of
SanLucia 1998)
Correction for the concentration of nucleic acid
If the concentration of the two strands are similar, F is 1 in case of self-complementary
oligonucleotides, 4 otherwise. If one strand is in excess (for instance in PCR experiment), F is 2
(Actually the formula would have to use the difference of concentrations rather than the total
concentration, but if the excess is sufficient, the total concentration can be assumed to be identical to
the concentration of the strand in excess).
Note however, MELTING makes the assumption of no self-assembly, i.e. the computation does not take any
entropic term to correct for self-complementarity.
Correction for the concentration of salt
If there are only sodium ions in the solution, we can use the following corrections:
The correction can be chosen between wet91a, presented in Wetmur 1991 i.e.
16.6 x log([Na+] / (1 + 0.7 x [Na+])) + 3.85
san96a presented in SantaLucia et al. 1996 i.e.
12.5 x log[Na+]
and san98a presented in SantaLucia 1998 i.e. a correction of the entropic term without modification of
enthalpy
DeltaS = DeltaS([Na+]=1M) + 0.368 x (N-1) x ln[Na+]
Where N is the length of the duplex (SantaLucia 1998 actually used 'N' the number of non-terminal
phosphates, that is effectively equal to our N-1). CAUTION, this correction is meant to correct entropy
values expressed in cal.mol-1.K-1!!!
Correction for the concentration of ions when other monovalent ions such as Tris+ and K+ or divalent Mg2+
ions are added
If there are only Na+ ions, we can use the correction for the concentration of salt(see above). In the
opposite case , we will use the magnesium and monovalent ions correction from Owczarzy et al (2008).
(only for DNA duplexes)
[Mon+] = [Na+] + [K+] + [Tris+]
Where [Tris+] = [Tris buffer]/2. (in the option -t, it is the Tris buffer concentration which is
entered).
If [Mon+] = 0, the divalent ions are the only ions present
and the melting temperature is :
1/Tm(Mg2+) = 1/Tm(1M Na+) + a - b x ln([Mg2+]) + Fgc x (c + d x ln([Mg2+]) + 1/(2 x (Nbp - 1)) x (- e +f
x ln([Mg2+]) + g x ln([Mg2+]) x ln([Mg2+]))
where : a = 3.92/100000. b = 9.11/1000000. c = 6.26/100000. d = 1.42/100000. e = 4.82/10000. f =
5.25/10000. g = 8.31/100000. Fgc is the fraction of GC base pairs in the sequence and Nbp is the length
of the sequence (Number of base pairs).
If [Mon+] > 0, there are several cases because we can have a competitive DNA binding between monovalent
and divalent cations :
If the ratio [Mg2+]^(0.5)/[Mon+] is inferior to 0.22, monovalent ion influence is dominant, divalent
cations can be disregarded and the melting temperature is :
1/Tm(Mg2+) = 1/Tm(1M Na+) + (4.29 x Fgc - 3.95) x 1/100000 x ln([mon+]) + 9.40 x 1/1000000 x ln([Mon+]) x
ln([Mon+])
where : Fgc is the fraction of GC base pairs in the sequence.
If the ratio [Mg2+]^(0.5)/[Mon+] is included in [0.22, 6[, we must take in account both Mg2+ and
monovalent cations concentrations. The melting temperature is :
1/Tm(Mg2+) = 1/Tm(1M Na+) + a - b x ln([Mg2+]) + Fgc x (c + d x ln([Mg2+]) + 1/(2 x (Nbp - 1)) x (- e + f
x ln([Mg2+]) + g x ln([Mg2+]) x ln([Mg2+]))
where : a = 3.92/100000 x (0.843 - 0.352 x [Mon+]0.5 x ln([Mon+])).
b = 9.11/1000000. c = 6.26/100000.
d = 1.42/100000 x (1.279 - 4.03/1000 x ln([mon+]) - 8.03/1000 x ln([mon+] x ln([mon+]).
e = 4.82/10000. f = 5.25/10000. g = 8.31/100000 x (0.486 - 0.258 x ln([mon+]) +
5.25/1000 x ln([mon+] x ln([mon+] x ln([mon+]).
Fgc is the fraction of GC base pairs in the sequence and Nbp is the length of the sequence (Number of
base pairs).
Finally, if the ratio [Mg2+]^(0.5)/[Mon+] is superior to 6, divalent ion influence is dominant,
monovalent cations can be disregarded and the melting temperature is :
1/Tm(Mg2+) = 1/Tm(1M Na+) + a - b x ln([Mg2+]) + Fgc x (c + d x ln([Mg2+]) + 1/(2 x (Nbp - 1)) x (- e + f
x ln([Mg2+]) + g x ln([Mg2+]) x ln([Mg2+]))
where : a = 3.92/100000. b = 9.11/1000000. c = 6.26/100000. d = 1.42/100000. e = 4.82/10000. f =
5.25/10000. g = 8.31/100000.
Fgc is the fraction of GC base pairs in the sequence and Nbp is the length of the sequence (Number of
base pairs).
Long sequences
It is important to realise that the nearest-neighbor approach has been established on small
oligonucleotides. Therefore the use of melting in the non-approximative mode is really accurate only for
relatively short sequences (Although if the sequences are two short, let's say < 6 bp, the influence of
extremities becomes too important and the reliability decreases a lot). For long sequences an
approximative mode has been designed. This mode is launched if the sequence length is higher than the
value given by the option -T (the default threshold is 60 bp).
The melting temperature is computed by the following formulas:
DNA/DNA:
Tm = 81.5+16.6*log10([Na+]/(1+0.7[Na+]))+0.41%GC-500/size
DNA/RNA:
Tm = 67+16.6*log10([Na+]/(1.0+0.7[Na+]))+0.8%GC-500/size
RNA/RNA:
Tm = 78+16.6*log10([Na+]/(1.0+0.7[Na+]))+0.7%GC-500/size
This mode is nevertheless strongly disencouraged.
Miscellaneous comments
Melting is currently accurate only when the hybridisation is performed at pH 71.
The computation is valid only for the hybridisations performed in aqueous medium. Therefore the use of
denaturing agents such as formamide completely invalidates the results.
REFERENCES
Allawi H.T., SantaLucia J. (1997). Thermodynamics and NMR of internal G.T mismatches in DNA.
Biochemistry 36: 10581-10594
Allawi H.T., SantaLucia J. (1998). Nearest Neighbor thermodynamics parameters for internal G.A
mismatches in DNA. Biochemistry 37: 2170-2179
Allawi H.T., SantaLucia J. (1998). Thermodynamics of internal C.T mismatches in DNA. Nucleic Acids Res
26: 2694-2701.
Allawi H.T., SantaLucia J. (1998). Nearest Neighbor thermodynamics of internal A.C mismatches in DNA:
sequence dependence and pH effects. Biochemistry 37: 9435-9444.
Bommarito S., Peyret N., SantaLucia J. (2000). Thermodynamic parameters for DNA sequences with dangling
ends. Nucleic Acids Res 28: 1929-1934
Breslauer K.J., Frank R., Bl�ker H., Marky L.A. (1986). Predicting DNA duplex stability from the base
sequence. Proc Natl Acad Sci USA 83: 3746-3750
Freier S.M., Kierzek R., Jaeger J.A., Sugimoto N., Caruthers M.H., Neilson T., Turner D.H. (1986).
Improved free-energy parameters for predictions of RNA duplex stability. Biochemistry 83:9373-9377
Owczarzy R., Moreira B.G., You Y., Behlke M.B., Walder J.A. (2008) Predicting stability of DNA duplexes
in solutions containing Magnesium and Monovalent Cations. Biochemistry 47: 5336-5353.
Peyret N., Seneviratne P.A., Allawi H.T., SantaLucia J. (1999). Nearest Neighbor thermodynamics and NMR
of DNA sequences with internal A.A, C.C, G.G and T.T mismatches. dependence and pH effects.
Biochemistry 38: 3468-3477
SantaLucia J. Jr, Allawi H.T., Seneviratne P.A. (1996). Improved nearest-neighbor parameters for
predicting DNA duplex stability. Biochemistry 35: 3555-3562
Sugimoto N., Katoh M., Nakano S., Ohmichi T., Sasaki M. (1994). RNA/DNA hybrid duplexes with identical
nearest-neighbor base-pairs hve identical stability. FEBS Letters 354: 74-78
Sugimoto N., Nakano S., Katoh M., Matsumura A., Nakamuta H., Ohmichi T., Yoneyama M., Sasaki M. (1995).
Thermodynamic parameters to predict stability of RNA/DNA hybrid duplexes. Biochemistry 34: 11211-11216
Sugimoto N., Nakano S., Yoneyama M., Honda K. (1996). Improved thermodynamic parameters and helix
initiation factor to predict stability of DNA duplexes. Nuc Acids Res 24: 4501-4505
Watkins N.E., Santalucia J. Jr. (2005). Nearest-neighbor t- hermodynamics of deoxyinosine pairs in DNA
duplexes. Nucleic Acids Research 33: 6258-6267
Wright D.J., Rice J.L., Yanker D.M., Znosko B.M. (2007). Nearest neighbor parameters for inosine-uridine
pairs in RNA duplexes. Biochemistry 46: 4625-4634
Xia T., SantaLucia J., Burkard M.E., Kierzek R., Schroeder S.J., Jiao X., Cox C., Turner D.H. (1998).
Thermodynamics parameters for an expanded nearest-neighbor model for formation of RNA duplexes with
Watson-Crick base pairs. Biochemistry 37: 14719-14735
For review see:
SantaLucia J. (1998) A unified view of polymer, dumbbell, and oligonucleotide DNA nearest-neighbor
thermodynamics. Proc Natl Acad Sci USA 95: 1460-1465
SantaLucia J., Hicks Donald (2004) The Thermodynamics of DNA structural motifs. Annu. Rev. Biophys.
Struct. 33: 415 -440
Wetmur J.G. (1991) DNA probes: applications of the principles of nucleic acid hybridization. Crit Rev
Biochem Mol Biol 26: 227-259
FILES
*.nn Files containing the nearest-neighbor parameters, enthalpy and entropy, for each Crick's pair.
They have to be placed in a directory defined during the compilation or targeted by the
environment variable NN_PATH.
tkmelting.pl
A Graphical User Interface written in Perl/Tk is available for those who prefer the 'button and
menu' approach.
*.pl Scripts are available to use MELTING iteratively. For instance, the script multi.pl permits one to
predict the Tm of several duplexes in one shot. The script profil.pl allow an interactive
computation along a sequence, by sliding a window of specified width.
SEE ALSO
New versions and related material can be found at http://www.ebi.ac.uk/compneur/melting/ and at at https://sourceforge.net/projects/melting/
KNOWN BUGS
The infiles have to be ended by a blank line because otherwise the last line is not decoded.
If an infile is called, containing the address of another input file, it does not care of this latter.
If it is its own address, the program quit (is it a bug or a feature?).
In interactive mode, a sequence can be entered on several lines with a backslash
AGCGACGAGCTAGCCTA\
AGGACCTATACGAC
If by mistake it is entered as
AGCGACGAGCTAGCCTA\AGGACCTATACGAC
The backslash will be considered as an illegal character. Here again, I do not think it is actually a bug
(even if it is unlikely, there is a small probability that the backslash could actually be a mistyped
base).
COPYRIGHT
Melting is copyright (C) 1997, 2013 by Nicolas Le Novère and Marine Dumousseau
This program is free software; you can redistribute it and/or modify it under the terms of the GNU
General Public License as published by the Free Software Foundation; either version 2 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even
the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public
License for more details.
You should have received a copy of the GNU General Public License along with this program; if not, write
to the Free Software Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
ACKNOWLEDGEMENTS
Nicolas Joly is an efficient and kind debugger and advisor. Catherine Letondal wrote the HTML interface
to melting. Thanks to Nirav Merchant, Taejoon Kwon, Leo Schalkwyk, Mauro Petrillo, Andrew Thompson, Wong
Chee Hong, Ivano Zara for their bug fixes and comments. Thanks to Richard Owczarzy for his magnesium
correction. Thanks to Charles Plessy for the graphical interface files. Markus Piotrowski updated
TkMELTING to cover version 4.3. Finally thanks to the usenet helpers, particularly Olivier Dehon and
Nicolas Chuche.
AUTHORS
Nicolas Le Novère Babraham Institute, Babraham Research Campus Babraham CB22 3AT Cambridge United-
Kingdom. n.lenovere@gmail.com
Marine Dumousseau EMBL-EBI, Wellcome-Trust Genome Campus Hinxton CB10 1SD Cambridge United-Kingdom.
marine@ebi.ac.uk
HISTORY
See the file ChangeLog for the changes of the versions 4 and more recent.