DIAGNOSIS AND TREATMENT FOR CARDIAC CONDITIONS BASED ON SEQUENCING DATA FOR LPAGENE
Systems and methods are provided for selecting a patient for intervention relating to genetically predicted lipoprotein (a) (“Lp(a)”) levels. A method may obtain or having obtained a biological sample from the patient. A method may perform or having performed sequencing on the biological sample, comprising. A method may acquire reads for the patient. A method may mask at least one portion of a gene LPA at a reference genome to facilitate alignment of the reads to a reference genome. A method may determine a pseudocount of copy number within the gene LPA at a genome of the patient. A method may in an event that the pseudocount is not an expected amount, selecting the patient for the intervention. A method may in an event that the pseudocount is an expected amount, omitting selection of the patient for the intervention.
1 . A method for selecting a patient for intervention relating to genetically predicted lipoprotein (a) (“Lp(a)”) levels, the method comprising:
obtaining or having obtained a biological sample from the patient;
performing or having performed sequencing on the biological sample, comprising:
acquiring reads for the patient; and
masking at least one portion of a gene LPA at a reference genome to facilitate alignment of the reads to a reference genome;
determining a pseudocount of copy number within the gene LPA at a genome of the patient;
in an event that the pseudocount is not an expected amount, selecting the patient for the intervention; and
in an event that the pseudocount is an expected amount, omitting selection of the patient for the intervention.
2 . The method of claim 1 wherein:
determining the pseudocount comprises determining a normalized coverage of reads aligned with KIV domains of the LPA gene at the genome of the patient; and
the expected amount corresponds with an expected amount of Lp(a) in blood of the patient.
3 . The method of claim 2 , further comprising calculating the normalized coverage of reads based on a statistical spread of total numbers of reads aligned with a KIV-2 region for persons within a population that the patient belongs to.
4 . The method of claim 1 , wherein:
the sequencing comprises short-read sequencing; and
the masking comprises preventing reads from being aligned to the at least one portion of the gene LPA at the reference genome.
5 . The method of claim 4 , wherein the masking at least one portion of the gene LPA comprises masking chromosome 6 at locations 160611053-160640063 and 160646511-160646865.
6 . The method of claim 4 , wherein the masking at least one portion of the gene LPA comprises masking exon 3 of the gene LPA, and exons 6-16 of the gene LPA.
7 . The method of claim 1 , wherein the intervention comprises at least one action selected from the group consisting of: investigating familial hypercholesterolemia status for the patient, imaging blood vessels of the patient for plaque build-up, investigation a family history of the patient for early onset cardiovascular events, ordering an Lp(a) blood test for the patient, ordering lipoprotein apheresis for the patient, prescribing a statin to the patient, prescribing a PCSK9 inhibitor to the patient, and prescribing niacin to the patient.
8 . A non-transitory computer readable medium embodying programmed instructions which, when executed by a processor, are operable for performing a method for selecting a patient for intervention relating to genetically predicted lipoprotein (a) (“Lp(a)”) levels, the method comprising:
obtaining or having obtained a biological sample from the patient;
performing or having performed sequencing on the biological sample, comprising:
acquiring reads for the patient; and
masking at least one portion of a gene LPA at a reference genome to facilitate alignment of the reads to a reference genome;
determining a pseudocount of copy number within the gene LPA at a genome of the patient;
in an event that the pseudocount is not an expected amount, selecting the patient for the intervention; and
in an event that the pseudocount is an expected amount, omitting selection of the patient for the intervention.
9 . The medium of claim 8 , wherein:
determining the pseudocount comprises determining a normalized coverage of reads aligned with KIV domains of the LPA gene at the genome of the patient; and
the expected amount corresponds with an expected amount of Lp(a) in blood of the patient.
10 . The medium of claim 9 , wherein the method further comprises calculating the normalized coverage of reads based on a statistical spread of total numbers of reads aligned with a KIV-2 region for persons within a population that the patient belongs to.
11 . The medium of claim 8 , wherein:
the sequencing comprises short-read sequencing; and
the masking comprises preventing reads from being aligned to the at least one portion of the gene LPA at the reference genome.
12 . The medium of claim 11 , wherein the masking at least one portion of the gene LPA comprises masking chromosome 6 at locations 160611053-160640063 and 160646511-160646865.
13 . The medium of claim 11 , wherein the masking at least one portion of the gene LPA comprises masking exon 3 of the gene LPA, and exons 6-16 of the gene LPA.
14 . The medium of claim 8 , wherein the intervention comprises at least one action selected from the group consisting of: investigating familial hypercholesterolemia status for the patient, imaging blood vessels of the patient for plaque build-up, investigation a family history of the patient for early onset cardiovascular events, ordering an Lp(a) blood test for the patient, ordering lipoprotein apheresis for the patient, prescribing a statin to the patient, prescribing a PCSK9 inhibitor to the patient, and prescribing niacin to the patient.
15 . A system for selecting a patient for intervention relating to genetically predicted lipoprotein (a) (“Lp(a)”) levels, the system comprising:
a genomics server, comprising:
an interface configured to acquire reads for a patient; and
a controller configured to acquire reads for the patient, and mask at least one portion of a gene LPA at a reference genome to facilitate alignment of the reads to a reference genome,
the controller further configured to determine a pseudocount of copy number within the gene LPA at a genome of the patient; and
in an event that the pseudocount is not an expected amount, the controller is configured to select the patient for the intervention; and
in an event that the pseudocount is an expected amount, the controller is configured to omit selection of the patient for the intervention.
16 . The system of claim 15 , wherein the controller is configured to determine the pseudocount by determining a normalized coverage of reads aligned with KIV domains of the LPA gene at the genome of the patient, wherein the expected amount corresponds with an expected amount of Lp(a) in blood of the patient.
17 . The system of claim 16 , further comprising the controller is configured to calculate the normalized coverage of reads based on a statistical spread of total numbers of reads aligned with a KIV-2 region for persons within a population that the patient belongs to.
18 . The system of claim 15 , wherein the reads comprise short-read sequencing data, and the controller is configured to mask by preventing reads from being aligned to the at least one portion of the gene LPA at the reference genome.
19 . The system of claim 18 , wherein the controller is configured to mask the at least one portion of the gene LPA by masking chromosome 6 at locations 160611053-160640063 and 160646511-160646865.
20 . The system of claim 18 , wherein the controller is configured to mask the at least one portion of the gene LPA by masking exon 3 of the gene LPA, and exons 6-16 of the gene LPA.