Risk calculation for evaluation of fetal aneuploidy
Inventors
Oliphant, Arnold • Sparks, Andrew • Wang, Eric • Struble, Craig
Assignees
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Abstract
The present invention provides processes for determining accurate risk probabilities for fetal aneuploidies. Specifically, the invention provides non-invasive evaluation of genomic variations through chromosome-selective sequencing and non-host fraction data analysis of maternal samples.
Core Innovation
The disclosure describes a non-invasive, computer-implemented method to calculate a risk that a first fetal chromosome in a maternal sample from a pregnant female comprising maternal and fetal nucleic acids is aneuploid. The method uses sequence-specific oligonucleotide probes directed to non-polymorphic loci on at least a first and second chromosome and sequence-specific oligonucleotide probes directed to polymorphic loci on at least a third chromosome. The method amplifies the plurality of non-polymorphic and polymorphic loci and determines a number of each amplified non-polymorphic locus and a number of alleles at each amplified polymorphic locus.
From these counts, the method estimates a chromosome frequency for the at least first and second chromosomes based on the number of amplified non-polymorphic loci and calculates a fetal nucleic acid proportion in the maternal sample based on the number of alleles at the amplified polymorphic loci. The method then calculates values of likelihood for disomic and aneuploid states by adjusting the estimated chromosome frequency using the fetal nucleic acid proportion. The risk of fetal aneuploidy is calculated by comparing values of likelihood to mathematic models assuming a disomic first fetal chromosome and an aneuploid first fetal chromosome.
In additional embodiments, a set of non-polymorphic loci best able to discriminate trisomy samples from normal samples is identified and used for amplifying non-polymorphic loci for a triploid risk calculation. For triploidy, the method calculates a value of likelihood that the first fetal chromosome is disomic and a value of likelihood that the first fetal chromosome is triploid, then calculates the risk of fetal trisomy by comparing likelihood values to mathematic models assuming a disomic first fetal chromosome and an triploid first fetal chromosome. The risk calculation can be adjusted using extrinsic information on prior risk, including maternal age and/or gestational age.
Claims Coverage
The partial claims include three independent method claims. Each independent claim centers on computing likelihoods and a risk value by comparing a disomic mathematical model against an aneuploid or triploid mathematical model, with chromosome frequency estimated from non-polymorphic loci and fetal nucleic acid proportion derived from polymorphic loci allele counts, and one claim further using an identified set of discriminative non-polymorphic loci.
Risk calculation using disomic versus aneuploid mathematic models with non-polymorphic and polymorphic probes
providing sequence-specific oligonucleotide probes directed to a plurality of non-polymorphic loci on each of at least a first and second chromosome; providing sequence-specific oligonucleotide probes directed to a plurality of polymorphic loci on at least a third chromosome; amplifying the plurality of non-polymorphic and polymorphic loci; determining a number of each amplified non-polymorphic locus; determining a number of alleles at each amplified polymorphic locus; estimating a chromosome frequency based on the number of amplified non-polymorphic loci; calculating a fetal nucleic acid proportion based on the number of alleles at the amplified polymorphic loci; calculating values of likelihood that the first fetal chromosome is disomic and aneuploid using the fetal nucleic acid proportion to adjust the estimated chromosome frequency; and calculating the risk by comparing the values of likelihood to mathematic models assuming a disomic first fetal chromosome and an aneuploid first fetal chromosome.
Risk calculation with extrinsic adjustment using prior risk information
providing sequence-specific oligonucleotide probes directed to a plurality of non-polymorphic loci on each of at least a first and second chromosome; providing sequence-specific oligonucleotide probes directed to a plurality of polymorphic loci on at least a third chromosome; amplifying the plurality of non-polymorphic and polymorphic loci; determining a number of each amplified non-polymorphic locus; determining a number of alleles at each amplified polymorphic locus; estimating a chromosome frequency based on the number of the amplified non-polymorphic loci; calculating a fetal nucleic acid proportion based on the number of alleles at the amplified polymorphic loci; calculating values of likelihood that the first fetal chromosome is disomic and aneuploid using the fetal nucleic acid proportion to adjust the estimated chromosome frequency; calculating the risk by comparing the values of likelihood to mathematic models assuming a disomic first fetal chromosome and an aneuploid first fetal chromosome; and adjusting the calculated risk using extrinsic information on prior risk.
Triploid risk calculation by selecting discriminative non-polymorphic loci
providing sequence-specific oligonucleotide probes directed to a plurality of non-polymorphic loci on each of at least a first and second chromosome; identifying a set of non-polymorphic loci best able to discriminate trisomy samples from normal samples; providing sequence-specific oligonucleotide probes directed to a plurality of polymorphic loci on at least a third chromosome; amplifying a plurality of non-polymorphic loci using the identified non-polymorphic loci best able to discriminate trisomy samples from normal samples and amplifying a plurality of polymorphic loci using the sequence-specific oligonucleotide probes; determining a number of each amplified non-polymorphic locus; determining a number of alleles at each amplified polymorphic locus; estimating a chromosome frequency based on the number of amplified non-polymorphic loci; calculating a fetal nucleic acid proportion based on the number of alleles at the amplified polymorphic loci; calculating values of likelihood that the first fetal chromosome is disomic and triploid using the fetal nucleic acid proportion to adjust the estimated chromosome frequency; and calculating the risk of a fetal trisomy by comparing the values of likelihood to mathematic models assuming a disomic first fetal chromosome and an triploid first fetal chromosome.
Across the independent claims, inventive coverage is directed to profiling non-polymorphic and polymorphic loci using sequence-specific oligonucleotide probes, converting non-polymorphic locus counts into an estimated chromosome frequency, converting polymorphic locus allele counts into a fetal nucleic acid proportion, computing likelihood values for disomic versus aneuploid or triploid states using fetal nucleic acid proportion to adjust chromosome frequency, and calculating risk by comparing likelihood values to disomic and aneuploid or triploid mathematic models; in one embodiment the risk is further adjusted using extrinsic prior risk information.
Stated Advantages
Not explicitly described in patent.
Documented Applications
Not explicitly described in patent.
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