Diagnosing fetal chromosomal aneuploidy using massively parallel genomic sequencing
AssigneeThe Chinese University of Hong Kong
InventorsYuk-Ming Dennis Lo, Rossa Wai Kwun Chiu, Kwan Chee Chan
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Abstract
Embodiments of this invention provide methods, systems, and apparatus for determining whether a fetal chromosomal aneuploidy exists from a biological sample obtained from a pregnant female. Nucleic acid molecules of the biological sample are sequenced, such that a fraction of the genome is sequenced. Respective amounts of a clinically-relevant chromosome and of background chromosomes are determined from results of the sequencing. A parameter derived from these amounts (e.g. a ratio) is compared to one or more cutoff values, thereby determining a classification of whether a fetal chromosomal aneuploidy exists.
Claims41
A method for performing prenatal diagnosis of a fetal chromosomal aneuploidy from a biological sample of a female subject pregnant with at least one fetus, the biological sample being from plasma or serum, wherein the biological sample includes cell-free nucleic acid molecules from the genome of the female subject and from the genome of the at least one fetus, the method comprising:
- random sequencing of cell-free nucleic acid molecules from the genome of the female subject and from the genome of the at least one fetus contained in the biological sample to obtain sequenced tags, wherein the obtained sequenced tags include sequenced tags corresponding to cell-free nucleic acid molecules from the genome of the female subject and sequenced tags corresponding to cell-free nucleic acid molecules from the genome of the at least one fetus;
- aligning at least a portion of the sequenced tags to a human genome;
- determining a first amount of sequenced tags identified as aligning to a first chromosome of the human genome and not aligning to one or more second chromosomes of the human genome;
- determining a second amount of sequenced tags identified as aligning to the one or more second chromosomes and not aligning to the first chromosome;
- using the first amount and the second amount to determine a fractional representation of sequenced tags identified as aligning to the first chromosome, the fractional representation being a measure of a proportion of cell-free nucleic acid molecules in the biological sample that are from the first chromosome;
- and
- comparing the fractional representation to one or more cutoff values to determine a classification of whether a fetal chromosomal aneuploidy exists for the first chromosome.
A computer program product comprising a computer readable medium encoded with a plurality of instructions for controlling a computing system to perform an operation for performing prenatal diagnosis of a fetal chromosomal aneuploidy from a biological sample of a female subject pregnant with at least one fetus, the biological sample being from plasma or serum, wherein the biological sample includes cell-free nucleic acid molecules from the genome of the female subject and from the genome of the at least one fetus, the operation comprising the steps of:
- receiving sequenced tags obtained from a random sequencing of cell-free nucleic acid molecules from the genome of the female subject and from the genome of the at least one fetus contained in the biological sample of the pregnant female subject, wherein the obtained sequenced tags include sequenced tags corresponding to cell-free nucleic acid molecules from the genome of the female subject and sequenced tags corresponding to cell-free nucleic acid molecules from the genome of the at least one fetus;
- aligning at least a portion of the sequenced tags to a human genome;
- determining a first amount of sequenced tags identified as aligning to a first chromosome of the human genome and not aligning to one or more second chromosomes of the human genome;
- determining a second amount of sequenced tags identified as aligning to the one or more second chromosomes and not aligning to the first chromosome;
- using the first amount and the second amount to determine a fractional representation of sequenced tags identified as aligning to the first chromosome, the fractional representation being a measure of a proportion of cell-free nucleic acid molecules in the biological sample that are from the first chromosome;
- and
- comparing the fractional representation to one or more cutoff values to determine a classification of whether a fetal chromosomal aneuploidy exists for the first chromosome.
A method of determining a classification of fetal chromosomal aneuploidy, the method comprising:
- generating sequenced tags by a random sequencing of nucleic acid molecules from the genome of a female subject and from the genome of a fetus obtained from a maternal biological sample comprising cell-free nucleic acids of fetal origin and maternal origin, the maternal biological sample being from plasma or serum, wherein the generated sequenced tags include sequenced tags corresponding to cell-free nucleic acid molecules from the genome of the female subject and sequenced tags corresponding to cell-free nucleic acid molecules from the genome of the fetus;
- aligning at least a portion of the sequenced tags to a human genome;
- determining a first parameter of sequenced tags aligned to a first chromosome of the human genome and not aligned to at least one second chromosome of the human genome;
- determining a second parameter of sequenced tags aligned to the at least one second chromosome and not aligned to the first chromosome;
- using the first parameter and the second parameter to determine a fractional representation of sequenced tags aligned to the first chromosome, the fractional representation being a measure of a proportion of cell-free nucleic acid molecules in the maternal biological sample that are from the first chromosome;
- determining a classification of fetal chromosomal aneuploidy of the first chromosome based on the fractional representation.
A method of determining a classification of fetal chromosomal aneuploidy, the method comprising:
- generating sequenced tags by a random sequencing of nucleic acid molecules from the genome of a female subject and from the genome of a fetus obtained from a maternal biological sample comprising cell-free nucleic acids of fetal origin and maternal origin, the maternal biological sample being from plasma or serum, wherein the generated sequenced tags include sequenced tags corresponding to cell-free nucleic acid molecules from the genome of the female subject and sequenced tags corresponding to cell-free nucleic acid molecules from the genome of the fetus;
- aligning at least a portion of the sequenced tags to a human genome;
- determining a first parameter of sequenced tags aligned to a first chromosome of the human genome and not aligned to at least one second chromosome of the human genome;
- determining a second parameter of sequenced tags aligned to the at least one second chromosome and not aligned to the first chromosome;
- using the first parameter and the second parameter to determine a fractional representation of sequenced tags aligned to the first chromosome, the fractional representation being a measure of a proportion of cell-free nucleic acid molecules in the maternal biological sample that are from the first chromosome;
- determining a classification of fetal chromosomal aneuploidy of the first chromosome based on the fractional representation, wherein the classification takes into account a size of the first chromosome relative to a size of the at least one second chromosome.
A method for performing prenatal diagnosis of a fetal chromosomal aneuploidy from a plasma or serum sample of a female subject pregnant with at least one fetus, wherein the plasma or serum sample includes cell-free genomic DNA molecules from the female subject and from the at least one fetus, the method comprising:
- random sequencing of cell-free genomic DNA molecules contained in the plasma or serum sample to obtain sequenced tags from the genomic DNA molecules of the female subject and of the at least one fetus;
- aligning at least a portion of the sequenced tags to a first human chromosome and at least one second human chromosome;
- determining a first amount of the sequenced tags identified as being uniquely aligned to the first human chromosome;
- and
- determining a second amount of the sequenced tags identified as being uniquely aligned to the at least one second human chromosome;
- determining a ratio based on the first amount and the second amount, thereby determining a ratio of the amount of the sequenced tags identified as being uniquely aligned to the first human chromosome to the amount of the sequenced tags being uniquely aligned to the at least one second human chromosome;
- determining whether the ratio is statistically significant;
- and
- correlating a statistically significant result with the presence of a fetal chromosomal aneuploidy on the first human chromosome.
A computer program including instructions for performing prenatal diagnosis of a fetal chromosomal aneuploidy from a plasma or serum sample of a female subject pregnant with at least one fetus, wherein the plasma or serum sample includes cell-free genomic DNA molecules from the female subject and the at least one fetus, the instructions comprising the steps of:
- receiving sequenced tags obtained from random sequencing of a portion of the cell-free genomic DNA molecules from the female subject and the at least one fetus contained in the serum or plasma sample of the pregnant female subject, wherein the sequenced tags are from the cell-free genomic DNA molecules of the female subject and from the at least one fetus;
- aligning at least a portion of the sequenced tags to a first human chromosome and at least one second human chromosome;
- determining a first amount of the sequenced tags identified as being uniquely aligned to the first human chromosome;
- and
- determining a second amount of the sequenced tags identified as being uniquely aligned to the at least one second human chromosome;
- determining a ratio based on the first amount and the second amount, thereby determining a ratio of the amount of the sequenced tags identified as being uniquely aligned to the first human chromosome to the amount of the sequenced tags being uniquely aligned to the at least one second human chromosome;
- determining whether the ratio is statistically significant;
- and
- correlating a statistically significant result with the presence of a fetal chromosomal aneuploidy on the first human chromosome.
A method of identifying a presence of fetal chromosomal aneuploidy, the method comprising:
- conducting random sequencing of cell-free genomic DNA molecules from a female subject and from a fetus obtained from a maternal plasma or serum sample comprising cell-free nucleic acids of fetal origin and maternal origin to generate sequenced tags from the genomic DNA molecules of the female subject and of the fetus;
- aligning at least a portion of the sequenced tags to a first human chromosome and at least one second human chromosome;
- determining a first amount of the sequenced tags identified as being uniquely aligned to the first human chromosome;
- and
- determining a second amount of the sequenced tags identified as being uniquely aligned to the at least one second human chromosome;
- and
- identifying the presence of a fetal chromosomal aneuploidy of the first human chromosome based on a ratio of the first and second amounts.
A method of identifying a presence of fetal chromosomal aneuploidy, the method comprising:
- random sequencing of cell-free genomic DNA molecules from the genome of a female subject and from the genome of a fetus and obtained from a maternal plasma or serum sample comprising cell-free nucleic acids of fetal origin and maternal origin to generate sequence tags from the genomic DNA molecules, wherein the sequenced tags are from the genomic DNA molecules of the female subject and of the fetus;
- aligning at least a portion of the sequenced tags to a first human chromosome and at least one second human chromosome;
- determining a first amount of the sequenced tags identified as being uniquely aligned to the first human chromosome;
- and
- determining a second amount of the sequenced tags identified as being uniquely aligned to the at least one second human chromosome;
- determining a ratio based on the first amount and the second amount, thereby determining a ratio of the amount of the sequenced tags identified as being uniquely aligned to the first human chromosome to the amount of the sequenced tags being uniquely aligned to the at least one second chromosome;
- and
- identifying the presence of a fetal chromosomal aneuploidy of the first human chromosome based on a ratio of the first and second amounts.
Dependencies are inferred from the claim text.