Neural Networks for Automated Base-calling of Gel-based DNA Sequencing Ladders

Author(s):  
C. TIBBETTS ◽  
J.M. BOWLING ◽  
J.B. GOLDEN
1995 ◽  
Vol 23 (8) ◽  
pp. 1406-1410 ◽  
Author(s):  
James K. Bonfield ◽  
Rodger Staden
Keyword(s):  

2016 ◽  
Vol 7 ◽  
pp. 91-101 ◽  
Author(s):  
Yun Ding ◽  
Anastassia Kanavarioti

The influence of an electric field on an isolated channel or nanopore separating two compartments filled with electrolytes produces a constant ion flux through the pore. Nucleic acids added to one compartment traverse the pore, and modulate the current in a sequence-dependent manner. While translocation is faster than detection, the α-hemolysin nanopore (α-HL) successfully senses base modifications in ssDNA immobilized within the pore. With the assistance of a processing enzyme to slow down translocation, nanopore-based DNA sequencing is now a commercially available platform. However, accurate base calling is challenging because α-HL senses a sequence, and not a single nucleotide. Osmylated DNA was recently proposed as a surrogate for nanopore-based sequencing. Osmylation is the addition of osmium tetroxide 2,2’-bipyridine (OsBp) to the C5–C6 pyrimidine double bond. The process is simple, selective for deoxythymidine (dT) over deoxycytidine (dC), unreactive towards the purines, practically 100% effective, and strikingly independent of length, sequence, and composition. Translocation of an oligodeoxynucleotide (oligo) dA10XdA9 via α-HL is relatively slow, and exhibits distinct duration as well as distinct residual current when X = dA, dT(OsBp), or dC(OsBp). The data indicate that the α-HL constriction zone/β-barrel interacts strongly with both OsBp and the base. A 23 nucleotide long oligo with four dT(OsBp) traverses 18-times slower, and the same oligo with nine (dT+dC)(OsBp) moieties traverses 84-times slower compared to dA20, suggesting an average rate of 40 or 180 μs/base, respectively. These translocation speeds are well above detection limits, may be further optimized, and clear the way for nanopore-based sequencing using osmylated DNA.


1998 ◽  
Vol 70 (13) ◽  
pp. 2676-2684 ◽  
Author(s):  
James H. Flanagan, ◽  
Clyde V. Owens ◽  
Sarah E. Romero ◽  
Emanuel Waddell ◽  
Shaheer H. Kahn ◽  
...  

PLoS ONE ◽  
2017 ◽  
Vol 12 (6) ◽  
pp. e0178751 ◽  
Author(s):  
Vladimír Boža ◽  
Broňa Brejová ◽  
Tomáš Vinař

1999 ◽  
Vol 9 (6) ◽  
pp. 588-595
Author(s):  
Christopher Korch ◽  
Harry Drabkin

The use of dideoxynucleotide triphosphates labeled with different fluorescent dyes (dye terminators) is the most versatile method for automated DNA sequencing. However, variation in peak heights reduces base-calling accuracy and limits heterozygous allele detection, favoring use of dye-labeled primers for this purpose. We have discovered that the addition of a manganese salt to the PE Applied Biosystems dye-terminator sequencing kits overcomes these limitations for the older rhodamine dyes as well as the more recent dichloro-rhodamine dyes (dRhodamine and BigDyes). Addition of manganese to reactions containing dRhodamine-based dye terminators produced the highest base-calling accuracy. This combination resulted in the most uniform electropherogram profiles, superior to those produced by BigDye terminators and published for dye primers, and facilitated detection of heterozygous alleles.


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