DNA Melting: Model function and parameter estimation by nonlinear regression

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20.309: Biological Instrumentation and Measurement

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This subject matter will be explained in lecture, in tutorials, and in the lab.


Photobleaching model

Assumptions

  • The dye is divided into two populations, bleached and unbleached, with concentrations S and S
  • Bleached and unbleached molecules bind to dsDNA with the same affinity.
  • Only bound dye molecules may be excited.
  • An excited fluorophore will either bleach with probability p or return to the ground state with probability 1-p.
    • Mechanisms for returning to the ground state include fluorescence, phosphorescence, and non-radiative relaxation.
  • Only excited fluorophore molecules bleach
  • Bleaching is irreversible