title: Denaturation mapping
text: # Denaturation mapping
  
  Denaturation Mapping is a form of optical mapping, first described in 1966. It is used to characterize DNA molecules without the need for amplification or sequencing. It is based on the differences between the melting temperatures of AT-rich and GC-rich regions. Even though modern sequencing methods reduced the need for denaturation mapping, it is still being used for specific purposes, such as detection of large scale structural variants.
  
  ## Methodology
  
  When subjected to denaturing factors like increased heat or chemicals like formamide in low levels, DNA is partially denatured in a predictable pattern based on its nucleotide content in different regions. This allows unique fingerprints or ‘barcodes' to be generated for molecules with different sequences not unlike restriction mapping. In the earliest forms of denaturation mapping, DNA was denatured by heating in presence of formaldehyde or glyoxal and visualized using electron microscopy. Dyes that selectively bind to double stranded DNA like ethidium bromide could be used to monitor the extent of denaturation. But it was not possible to observe locations of denaturation based on this information. And requirement of electron microscopy made this method more strenuous to perform. More recently microfluidics were used for denaturation mapping of single molecules. In this method a reservoir that contains individual stained DNA molecules is placed next to nanochannels. Under pressure the molecules are pushed towards the nanochannels, and stretch out. With the application of heat in the presence of formamide the molecules denature and while in these channels, denaturation profile of these molecules can be observed by fluorescence microscopy.
  
  ## Computational Prediction
  
  Because of the predictable nature of a denaturation map, given a sequence it is possible to computationally generate a candidate map with relatively high confidence based on the Poland-Sherga model. This algorithm can predict the melting probability of a region for a certain temperature and salt concentration. Based on this probability, potential intensity of a region can be calculated as $I(s)=I_{ds}p_{ds}(s)+I_{ss}*[1-p_{ds}(s)]$ where $I_{ds}$ and $I_{ss}$ are fluorescence intensities of double and single stranded regions respectively and $p_{ds}$ is the probability of DNA remaining double stranded.
  
  ## Uses
  
  Historically, this method was used to compare and analyze properties of a single sequence or a group of sequences such as heterogeneity in the absence of sequencing. It was not uncommon to ribosomal DNA and compare the resulting maps of related organisms not unlike 16s rRNA identification method that is often used today. But development of DNA sequencing techniques rendered this use of the method mostly obsolete.
  
  Main advantage of denaturation mapping is that large-scale organization of the genome is left intact during the process. That means long-range structural variants can be detected easily.
  
  For detection of large structural variants, it is possible to use this technique to make alignments on these barcodes that will enable one to determine the origins of fragments. For instance it was possible to demonstrate this on T4GT7 DNA that circularly permutates in individual viruses. This was also shown fragments of human chromosomes.
  
  Furthermore, as it is possible to profile and locate extremely long sequences (more than 100kb) in the genome in a consistent manner, fingerprints generated by denaturation sequencing can be used as a reference for de novo assembly of shotgun sequencing data which decreases the coverage steep depth requirements of de novo assembly algorithms. First round of de novo assembly produces hundreds to thousands of contigs, which can be computationally profiled in terms of their melting temperature. These profiles can be compared to results of an actual denaturation experiment to map the contigs. To this end, more recently it was shown that it is feasible to apply this method to large eukaryotic genomes with the mapping attempt on yeast
  
  Another recent application of denaturation of mapping is haplotype-phasing. Using a lab-on-a-chip approach, denaturated single molecules can be rescued, amplified and analyzed by FISH and conventional sequencing. This approach yields a complete picture of chromosome at both macro and micro levels, allowing researchers to associate large structural variations with haplotypes
  
  