Systems and methods for baseline correction using non-linear normalization
View Patent ↗Systems and methods for normalizing detected emission data collected in real-time polymerase chain reaction (RT-PCR) and other reactions, are provided. In some embodiments, a sample plate can be loaded with a fluorescent dye and subjected to a real-time PCR reaction. During the initial cycles, detected emissions that correspond to the background signal contributed by the plate, buffer, and other non-reactant pieces of the reaction system and chemistry can be identified. The raw emission data can be normalized by dividing the emission data by the identified baseline signal. According to various embodiments, the normalized amplification profile can normalize to an initial value of 1, because the actual signal emerges from the baseline at the point exponential growth begins. A normalized amplification profile based on a ratio to the baseline can create a more uniformly scaled amplification curve across different samples, filters, wells, dyes, or machines.
1. A system for generating a normalized amplification profile, comprising:
an input unit, the input unit configured to receive emission data detected in an amplification reaction; and
a processor, communicating with the input unit, the processor being configured to
identify a baseline signal in the emission data,
generate a normalization quantity by dividing the emission data by the identified baseline signal,
generate the normalized amplification profile based on a ratio of the emission data to the normalization quantity,
generate a threshold cycle (C T ) based on the normalized amplification profile, and
quantify an original sample amount based on the threshold cycle (C T ).
2. The system of claim 1 , wherein identifying a baseline signal comprises identifying a baseline signal based on a derivative of the emission data.
3. The system of claim 1 , wherein the processor is further configured to subtract an offset from the normalized amplification profile.
4. The system of claim 1 , wherein the processor is further configured to generate a plurality of normalized amplification profiles.
5. A computer program product for executing a method of generating a normalized amplification profile, tangibly stored on a non-transitory computer-readable medium, comprising instruction operable to cause a programmable processor to execute the method comprising:
receiving emission data detected in an amplification reaction;
identifying a baseline signal in the emission data;
generating a normalization quantity by dividing the emission data by the identified baseline signal;
generating the normalized amplification profile based on a ratio of the emission data to the normalization quantity;
generating a threshold cycle (C T ) based on the normalized amplification profile; and
quantifying an original sample amount based on the threshold cycle (C T ).
6. The computer program product of claim 5 , wherein the method further comprises subtracting an offset from the normalized amplification profile.
7. The computer program product of claim 5 , wherein the method further comprises generating a plurality of normalized amplification profiles, and performing a uniformity calibration based on the plurality of normalized amplification profiles.