The present disclosure relates to the field of biochemical technology, and more specifically to methods and algorithms used in a multiplexed real-time quantitative polymerase chain reaction (qPCR) technology.
Multiplexing in real-time quantitative polymerase chain reaction (qPCR) allows detection and quantification of different amplified targets (e.g. amplicons) within a single qPCR assay, thus conserving sample material (e.g. enzyme, nucleotides, etc.) and avoiding well to well variation which can occur if multiplexing is done by splitting the sample into multiple separate chambers, well or tubes. Typical implementation of multiplexed qPCR requires reporters with different spectra (e.g. emission wavelengths) for each different amplicon and different detection channels to detect each of the different spectra. In one particular case, special reporters (e.g. target specific probes) are used to allow multiplexed qPCR using a same emission spectrum (e.g. wavelength) thus reducing the hardware required for the detection of the emission (e.g. reduced number of detection channels). Teachings according to the present disclosure allow for multiplexed qPCR and quantification in a single channel detection, by using, for example, simple non-specific dyes (e.g. intercalating dyes) and a same emission spectrum, thus providing a simple and cost effective multiplexing and quantification solution.
According to a first aspect of the present disclosure, a method is provided, the method comprising: detecting a plurality of different amplicons generated during a multiplexed amplification reaction, using a single channel detector generating a sum amplitude signal in correspondence of the plurality of different amplicons; quantifying the plurality of detected different amplicons, and verifying the plurality of detected different amplicons, wherein the quantifying and the verifying comprise using mathematical analysis of the generated sum amplitude signal.
According to a second aspect of the present disclosure, a processor-based hardware analyzer for analyzing a multiplexed amplification reaction is provided, wherein the processor-based hardware analyzer is configured to quantify and verify the multiplexed amplification reaction based on a provided digital representation of a sum amplitude signal in correspondence of a plurality of different amplicons of the multiplexed amplification reaction.
The accompanying drawings, which are incorporated into and constitute a part of this specification, illustrate one or more embodiments of the present disclosure and, together with the description of example embodiments, serve to explain the principles and implementations of the disclosure.
According to several embodiments of the present disclosure, methods and algorithms for multiplexing and quantification of assays are disclosed. Such methods and algorithms can be used in conjunction with any technique which can measure total or targeted amplicon concentration during amplification, including but not limited to real-time quantitative polymerase chain reaction (qPCR) with fluorescence detection, electrochemical detection or any other real-time detection technique which can quantify the amount of DNA, whether total or specific.
For Point of Care (POC) applications, a single color multiplexing instrument (e.g. detecting single emission wavelength, single channel detection) has the benefits of being simpler, more compact and cheaper to manufacture as compared to a multi-color instrument. Such single color multiplexing instrument can also be faster since it can be more efficient in collecting emitted light and hence reducing the time needed to observe a corresponding signal. The skilled person will know that current multi-color instruments have the extra complexity of using dedicated detection channels per color, where each detection channel can contain a separate excitation light source, reflector, excitation filter, dedicated optical elements (e.g. prisms, gratings, dispersive elements, etc.) and narrow band (e.g. band pass) emission filter, to detect a different emitted spectrum while rejecting other spectra used in the instrument. Due to overlapping emission spectra of dyes used in a multiplex real time qPCR, band pass filters are typically used to differentiate between the various emitted spectral bands, but a portion of the emission from the dye is not used to reduce spectral overlap, thus a less efficient detection can be obtained which can require a longer integration time.
According to some embodiments of the present disclosure, a single color (e.g. single detection channel) multiplexing instrument can be made by using absorbance, interference or combination of filters at the emission side with a wider bandwidth, such as a greater portion of an emission spectrum (e.g. wider range of wavelengths) can be used to detect the amplification process, which can in turn increase a detected signal intensity and thus reduce integration time while conducting fluorescence detection. According to further embodiments of the present disclosure, such single color multiplexing instrument can be used to detect, quantify and verify amplicons emitting at different wavelengths peaks associated to the different dyes and/or probes/primers used for each amplicon. In some cases, only portion of the emitted spectra associated to an amplicon is detected which can be taken into consideration during the quantification phase of the amplification process.
Testing for a disease is very useful in various applications. However, to ensure quality of a reaction, a positive and negative control is useful to determine whether contamination has occurred and whether the amplification is occurring properly. By conducting qPCR in one well (e.g. cartridge, reaction vessel), one can ease the design of fluidics, save reagents cost, as well as reduce error and contamination. Reducing of errors and contamination can in turn eliminate the requirement for addition of positive and negative controls in separate wells. In case of lyophilized reagents only the eluted DNA has to be added and the reaction can be run in one chamber.
Embodiments according to the present disclosure can be used in conjunction with various quantitative methods for detecting amplicon concentration using, for example, intercalating dyes which bind to any double string DNA in the assay, or methods using fluorophores attached to specific primers (e.g. Promega Plexor primers) which bind only to a targeted DNA string. Various other detection methods, using for example hybridization-probes such as hydrolysis, molecular beacons, fluorescence resonance energy transfer (FRET), hybridization, etc. . . . , as well as electrochemical methods and electrophoresis methods are compatible with the various embodiments according to the present disclosure.
The various embodiments according to the present disclosure allow for multiplex detection and quantification of more targets (e.g. different targets) in the following cases (e.g. allows greater multiplexing)
The various embodiments according to the present disclosure further allow for use of DNA binding dyes (e.g. fluorescent) like SYBR Green and FAM, or probes which bind to specific targets, primer attached fluorophores or other DNA binding probes. In further embodiments according to the present disclosure, multiplexing and quantification based on analysis of fluorescence versus temperature curves at various points during an amplification process (e.g. qPCR) other than just at the end of the annealing or extension phases are also provided.
The various embodiments according to the present disclosure further describe methods for obtaining multiple (e.g. different) quantifications (e.g. of amplicons) by using, for example, a single emission wavelength. It should be noted that the amplicons are obtained from a same assay containing different targets (e.g. DNA sequences or RNA sequences). It should also be noted that for the sake of clarity, the exemplary cases of two different amplicons obtained by amplification of two different targets is presented. Such exemplary cases of two amplicons should not be considered as a limitation of the presented embodiments but rather an exemplary case of the inventive concept as disclosed herein.
Amplification techniques of target genes or sequences are used to determine (e.g. quantify) an initial concentration of the target genes or sequences. As known by the skilled person, such initial concentration is referred to as, or identified by, the threshold cycle (CT) which is defined by a detectable initial knee in the amplification curve corresponding to a detectable concentration of amplicons at an amplification cycle (e.g. a qPCR temperature cycle). A detected CT value can then be correlated to known prior concentrations to derive a concentration of the target genes thus completing the quantification process. Typically derivation of the CT value is performed after determining a successful (e.g. proper) amplification reaction which can be verified (e.g. verification process) by conducting, for example, an end point melting curve analysis on the amplicons or using positive and negative controls. In the exemplary case where two different amplicons are amplified (e.g. two different target genes), the end point melting curve analysis can determine whether a single specific amplicon is amplified, whether both amplicons are amplified or whether neither of the amplicons is amplified. In a successful amplification, also referred to as a proper reaction, both amplicons are amplified if the targets for both are present, and therefore one can proceed to find the CT value for each of the amplicons. In some cases one of the amplification reactions (e.g. creating amplicons) is a control reaction for which the CT value (e.g. concentration) is known. In other cases concentration of both targets are unknown. According to the various embodiments of the present disclosure, the unknown initial concentrations (e.g. CT values) can be found in both cases by analyzing the amplitude curve of the multiplexed reaction, also referred to as the sum amplitude curve, which relates to the total number of amplicons per detection cycle. In some cases, the analysis of the sum amplitude curve uses information obtained by analyzing of the melt curve (e.g. melting curve analysis). According to several embodiments of the present application, detailed analysis of the sum amplitude curve and the melt curve can be performed using powerful known mathematical functions and models which the person skilled in the art of signal processing, estimation theory and the like is well aware of.
When using intercalating dyes, the fluorescence intensity is about proportional to the length of the amplicon (e.g. the longer the amplicon the stronger the fluorescence intensity). According to some embodiments of the present disclosure, methods of analyzing the sum amplitude curve (e.g. corresponding to a total detected intensity) of the multiplexed amplicons is provided which enable to derive the CT and a corresponding amplitude curve for each of the multiplexed reactions. Such methods are also compatible for the case where primers with attached fluorophores are used. In other embodiment according to the present disclosure more dye molecules can be attached to one primer set vs. the other such as to obtain a higher fluorescence (e.g. amplitude) for one amplicons versus the other as a distinguishing feature of an associated amplification curve. As previously noted, methods according to the various embodiments of the present disclosure can be extended to multiple (e.g. more than two) amplicons. In some embodiments according to the present disclosure, the efficiency of the reactions can be different or designed to be different such as to limit a corresponding slope and shape of the amplification curve (e.g. of a given reaction) in order to facilitate detection of the various individual curves and corresponding CT values. In an exemplary embodiment, efficiency in amplification can be changed by using different primer concentrations for the different targets used in the multiplexed reaction such as to obtain individual target amplification curves with different slopes and shapes. Algorithms according to the various embodiments of the present disclosure can be used to separate the different amplification curves, which are superimposed onto each other (e.g. as per a single detection channel). According to further embodiments of the present disclosure, methods to obtain the total fluorescence of each reaction using the melt curve are provided.
In the cases represented by
In the case represented by
In the case represented by
According to the various embodiments of the present disclosure, methods are provided such as to enable derivation of the CT values and association to specific amplicons of a single detection channel multiplexed reaction for all of the possible cases (e.g. as represented by
According to an embodiment of the present disclosure,
Using the algorithm represented by
In multicolor machines (e.g. having multiple detectors), this multiplexing technique (e.g.
According to an embodiment of the present disclosure a method for finding amplitude of amplification curves via sum melt curve analysis and finding constituent melt curves from the observed sum melt curve via a single channel detection is provided.
s1bTm: slope of (MC1) before its melt temperature (TM1)
s1aTm: slope of (MC1) after its melt temperature (TM1)
s2bTm: slope of (MC1) before its melt temperature (TM2)
s2aTm: slope of (MC1) after its melt temperature (TM2)
based on the observed sum melt curve (MC1+MC2) and as depicted in
(a) s1bTm+s2bTm
(b) s1bTm+s2aTm
(c) s1bTm
(d) s1aTm
These four independent expressions therefore allow to determination of each of the two slopes associated to the constituent melt curves (MC1) and (MC2).
Assuming the amplitudes of the constituent melt curves (MC1) and (MC2) are (A1) and (A2) respectively, then based on the observed single channel sum melt curve, the following amplitudes are known:
(e) A1+A2
(f) M1
(g) M2
Using well known mathematical techniques, the skilled person will know how to estimate (A1) and (A2) by using the relationship of (M1, M2) with (TM1, TM2).
Finding amplitudes of the various constituent melt curves (e.g. of the sum melt curve) as per the method described above and depicted in
In some cases the slope of the amplitude curves in the plateau phase (e.g. minimal amplification region subsequent to the exponential phase) may be difficult to determine. Therefore, according to an embodiment of the present disclosure the exponential phase only of the assumed amplitude curves (e.g.
The technique disclosed above to detect CT values based on the slope of the sum amplitude curve is easily adaptable to cases where CT values are far apart by easy extension of this technique. This technique is robust since it seeks to find the exponential phase of amplification which occurs during the parts of reaction (e.g. of one of the constituent amplicons) where efficiency is close to 1 and is thus not dependent on the amplification curve taking other shapes due to, for example, limited reagents availability during the later stages of the reaction.
According to a further embodiment of the present disclosure, the disclosed algorithm for a single color detection of one target with positive and negative controls can be further extended to include more than two targets while keeping both the positive and the negative controls. As for the single target case, the peaks in derivative and double derivative curves and the amplitude (e.g. as detected via the melting curve analysis) can be used to separate the amplitude curves for each of the multiple amplicons from the sum amplitude curve (e.g. steps 5.a. and 5.b. of single amplicons algorithm).
For the case of multiple targets with one positive control and one negative control, same algorithm as used for the case of single target can be sued, with the exception of steps 5.c.v. and 5.c.vi. which may be replaced by the following steps:
According to some embodiments of the present disclosure, the proposed multiplexing algorithm can be used to increase the multiplexing capability of instruments used for amplification of target genes which have multiple optical detection channels. For example by implementing such algorithm in a 4 channel instrument, the instrument can be upgraded to detect 12 targets with 3 targets multiplexed per color using the disclosed multiplexing algorithm. In the case where 4 targets are multiplexed per color using the disclosed algorithm, then the same 4 channel instrument can be upgraded to detect 16 targets. The skilled person will know that such instruments perform all or part of their data analysis of the observed/detected emitted intensity (e.g. fluorescence) based on algorithms implemented in a combination of software and/or firmware code embedded within a processor-controlled hardware of the instrument, such as, for example, the processor-controlled hardware depicted in
As known by the skilled person, when intercalating dyes are used for detection of an amplification reaction, the amplitude of the fluorescence (e.g. associated with the intercalating dyes) will change with the amplicon length. In the case where sequence specific probes (e.g. bind only to specific targets) are used to monitor an amplification reaction, intercalating dyes can be added to the reaction (e.g. the assay comprising the various reagents) without affecting the monitoring efficiency of the amplification reaction and provide the advantage of allowing a melting curve analysis. The skilled person will know that some sequence specific probes are not compatible with a melting curve analysis thus addition of an intercalating dye can be beneficial in, for example, performing the disclosed single color multiplexed reaction detection algorithm.
For a probe-based reaction, the number of fluorophores on the probes can be different for different amplicons. The reporter molecules can be different but emit in the same wavelength or in two wavelengths that are substantially the same, such as a same detector can detect both wavelengths with a sufficiently high efficiency. For example FAM, Eva Green and SYBR Green dyes have similar, or substantially same, emission spectra. Such dyes can be used for target specific probes and still allow multiplexed detection of several targets using the disclosed single color multiplexed reaction detection algorithm. This, for example, can allow probe-based detection in a same detection channel. Thus it is possible to get specificity of probes and quantification of different targets using a single detection channel.
The single color detection algorithm disclosed is also compatible for a multiplexed reaction where different spectra dyes are used. In this case the relatively wide emission spectrum of the various dyes is used to detect all or a portion of the emission spectrum through, for example, a same absorbance filter. For example Texas Red will have a greater portion of its spectrum going through an absorbance filter with a cut-off wavelength of 520 nm (e.g. passes wavelengths above 520 nm) than, for example, SYBR Green.
In the case where FRET probes are used, which have FAM as acceptor dye (e.g. single excitation wavelength) and different donor dyes (e.g. different emission spectra), the amplitude of the different amplicons generated through a multiplexed reaction can be different while being able to use a single excitation wavelength. Distinction in amplitude of the different amplicons can facilitate correlation of the amplicon specific amplitudes detected via a melting curve analysis, and the CT points detected from the sum amplitude curves as per the analysis disclosed in the single color multiplexed reaction detection algorithm of this disclosure.
In some cases different excitation wavelengths are used with different probes designed to emit at different wavelengths. Using different emission wavelengths will yield different amplicon amplitudes for various probes which can be used to further differentiate the various amplicons based on amplitude. For example Alexa Fluor 610 is minimally excited by wavelength of 475 nm (475/25 blue filter) so a blue LED (or a blue filter) can be used to excite SYBR Green only, which yields in detection of amplicons specific to probes with SYBR Green. On the other hand, a wavelength of 410 nm can excite both the SYBR Green and the Alexa Fluor dies, and thus yielding in detection of amplicons specific to probes with both SYBR Green and Alexa Fluor. As depicted in
To control the amplitude of an amplicon the primers can be limited. For example the positive control can have limited primers so that it plateaus close to a designed value. As previously mentioned, controlling the amplitude of an amplicon in a multiplexed reaction can facilitate detection of a corresponding CT value as per the disclosed single color multiplexed reaction detection algorithm.
The initial period of a reaction, where none of the amplicons in the amplification has entered an exponential phase (e.g. corresponding to amplitude curve region with steepest slope), can be treated as background fluorescence and can be subtracted from the total fluorescence waveform (e.g. sum amplitude curve).
According to one embodiment of the present disclosure, partial melting curve analysis is performed during each cycle of an amplification reaction, such as for example a multiplexed qPCR reaction. Such cycle by cycle partial melting curve analysis can determine the quantification of various amplicons during the course of the amplification reaction.
In some embodiments partial melting curve analysis in some of the cycles can be skipped such as to reduce total reaction time (e.g. sum of all cycles times) and then quantify based on threshold only. Normally the Ct value is desired to be quantified. In some embodiments looking for a melt signature (e.g. a specific change in shape/slope of the detected fluorescence versus temperature at a melting temperature point) for an amplicon can be stopped as soon as its signature becomes detectable. In some embodiments it may be desirable to run a final melting curve analysis in order to verify the reaction and cross check against the observed amplicons (e.g. no unexpected amplicons generated).
A partial melting curve analysis algorithm is as follows:
In some cases it can be desirable to run full melting curve analysis in between cycles of an amplification reaction, at the expense of the extra time required to acquire the melting curve. However, since the melting temperature of each amplicon is known in advance, one can measure fluorescence (e.g. emitted intensity) at particular temperatures (e.g. at the vicinity of a known melting temperature of an amplicon) and skip temperature ranges which do not contain a melting temperature of an amplicon, instead of recording (e.g. measuring fluorescence) at more temperatures as is typically done in a melting curve analysis. By tracking the peaks in observed fluorescence for each of the known melting temperatures (e.g. associated to an amplicon) for each run melting curve, one can detect the presence of an amplicon (e.g. at a concentration). Such a method of accelerating the melting curve analysis can save overall time (e.g. for detection/quantification of amplicons) while quantification can be obtained for many amplicons with different melting temperatures. Also the amplitude information, obtained via the sum amplitude curve, can be used to detect two amplicons with the same or very close melting temperatures. For example, fluorescence increasing at double the rate (e.g. compared to an amplification rate of a single amplicon during an exponential amplification phase) or similar, is indicative of two amplicons being amplified instead of one.
According to a further embodiment of the present disclosure, an algorithm for an accelerated melting curve analysis is presented below. Such algorithm can be used in cases where it is desired to find out the concentration of an amplicon or amplicons (e.g. corresponding CTs) within, for example, a multiplexed reaction. It is assumed that each reaction will go through exponential phase, or in other words that the reactions are proper:
Same algorithm presented above can be used in the case of multiple amplicons with similar melting temperatures.
Non-specific probes, such as for example intercalating dyes, can be used to qualitatively find out which amplicon has amplified by using, for example, a melting curve analysis. Non-specific probes can be used to make an assay with targets which need quantification and targets which do not need quantification (e.g. only need to find out their presence and not concentration). Sequence specific probes can be used to measure quantification (e.g. CT values). In a two channel (e.g. detection) instrument, one channel can be used to perform qualitative analysis of a multiplexed assay using non-specific probes, whereas a second channel can be used to perform a quantification of specific targets of the assay using sequence specific probes. Such a configuration thus provides two degrees of freedom (e.g. color and melting temperature) in multiplex assays.
In the exemplary case of three amplicons, corresponding to a positive control, a negative control and a target, one can use both non-specific dyes and sequence specific hybridization probes (e.g. for all three corresponding amplicons) in a same reaction. According to an embodiment of the present disclosure, such multiplexed reaction can be analyzed, both quantitatively and qualitatively, using two excitation sources and only one detector. For example and as depicted by
Quantification can be determined by measuring the fluorescence during cycles, while a UV LED (e.g. 410 nm/25 UV filter) provides the excitation wavelength, which does not excite the green dye appreciably. The advantage is that only one detector and emission filter is used thus possibly allowing more light capture. In this case the amplification of controls does not interfere with the florescence signal of the target amplicon.
According to further embodiments of the present disclosure, various mathematical transforms and functions used in signal processing (e.g. FFT, DFT, z-transform, etc. . . . ) can be used to compare, match or further analyze signals/amplitudes detected during a multiplexed reaction. Such transforms/functions can detect a phase difference between two shifted waveforms, such as slopes detected and/or assumed, and/or various derivatives of sum amplitude and/or melting curves. They can also help in normalizing the amplitudes and providing more insight into the behavior of the multiplexed reaction than by using only slopes of the observed signals. These transforms/functions can be applied to the entire and/or different parts of the observed/detected signals.
According to a further embodiment of the present disclosure, teachings from the signal processing theory as well as the estimation theory can be used to further analyze the observed/detected signals during a multiplexed amplification reaction. In an exemplary embodiment according to the present disclosure, the estimation model given in
In the estimation model depicted by
CTk=CT of a corresponding amplification
Ak=amplitude of a corresponding amplification
Sk=slope/efficiency of a corresponding amplification
where k=(1, 2, . . . ) depending on the number of multiplexed amplicons.
By feeding an observed signal
One can use various estimators like ML (maximum likelihood), MAP (Maximum A Priori) and various others to estimate the values of parameters. The process (
According to a further embodiment of the present disclosure, quality and concentration of a multiplexed reaction can be obtained by limiting the primers used in the reaction process such as to control the plateau levels of the various amplicons of the multiplexed reaction. Using such method therefore allows to find the CT value of each amplicon and whether various amplicons amplified using only the amplification curves and without melting curve analysis at the end. By limiting the primers and control the number of cycles it takes to reach plateau phase for various amplicons then an estimate of the slope of fluorescence for each amplicon can be made. In some cases the peaks of derivative and double derivatives would be apart such as to allow easy quantification and detection. In overlapping cases of several CT values, the prior slope knowledge obtained by limiting the amplicon specific primers can be used to resolve the amplicon amplified. For example, if a slope of the amplification is higher than an expected slope of any of the amplicon (e.g., in case of a same CT value) then it can be estimated that two amplicons are amplified. Also the fluorescence value at the end of all amplifications can give a sum which can be used to find out how many amplicons did amplify, since plateau level of each amplicon is known per design. Mathematical analysis as described in prior paragraphs can further help to analyze the observed/detected amplitudes/slopes.
Therefore, in accordance with the present disclosure, systems and methods for multiplexing and quantification in PCR with reduced hardware and requirements are provided, which allow detection of different amplicons via a single detector and quantification of said amplicons using known mathematical analysis methods.
The person skilled in the art will be able to extend the teachings of the present disclosure to any type of process which can measure total or targeted amplicon concentration during an amplification, including but not limited to real-time quantitative polymerase chain reaction (qPCR) with fluorescence detection, electrochemical detection or any other real-time detection technique which can quantify the amount of DNA, whether total or specific, in a manner similar to what has already been discussed in the present disclosure. While the devices and methods have been described by means of specific embodiments and applications thereof, it is understood that numerous modifications and variations could be made thereto by those skilled in the art without departing from the spirit and scope of the disclosure. It is therefore to be understood that within the scope of the claims, the disclosure may be practiced otherwise than as specifically described herein
A number of embodiments of the present inventive concept have been described. Nevertheless, it will be understood that various modifications may be made without departing from the scope of the inventive teachings.
Accordingly, it is to be understood that the inventive concept is not to be limited by the specific illustrated embodiments, but only by the scope of the appended claims. The description may provide examples of similar features as are recited in the claims, but it should not be assumed that such similar features are identical to those in the claims unless such identity is essential to comprehend the scope of the claim. In some instances the intended distinction between claim features and description features is underscored by using slightly different terminology.
The present application claims priority to U.S. provisional application No. 61/679,547 for “Multiplexing and Quantification in PCR with Reduced Hardware and Requirements”, filed on Aug. 3rd, 2012, which is herein incorporated by reference in its entirety.
Number | Date | Country | |
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61679547 | Aug 2012 | US |