Publications by authors named "M Halks-Miller"

The analytical validation is reported for a targeted methylation-based cell-free DNA multi-cancer early detection test designed to detect cancer and predict the cancer signal origin (tissue of origin). A machine-learning classifier was used to analyze the methylation patterns of >105 genomic targets covering >1 million methylation sites. Analytical sensitivity (limit of detection [95% probability]) was characterized with respect to tumor content by expected variant allele frequency and was determined to be 0.

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Whole-genome sequencing (WGS) of maternal plasma cell-free DNA (cfDNA) can potentially evaluate all 24 chromosomes to identify abnormalities of the placenta, fetus, or pregnant woman. Current bioinformatics algorithms typically only report on chromosomes 21, 18, 13, X, and Y; sequencing results from other chromosomes may be masked. We hypothesized that by systematically analyzing WGS data from all chromosomes, we could identify rare autosomal trisomies (RATs) to improve understanding of feto-placental biology.

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Article Synopsis
  • The study evaluated the clinical effectiveness of Non-Invasive Prenatal Testing (NIPT) for women at or beyond 23 weeks of pregnancy.
  • Among 5,579 patients, late-gestation samples showed a significant increase in abnormal ultrasound findings compared to early-gestation samples, with 2.8% of late samples indicating potential aneuploidy.
  • The results demonstrated a high positive predictive value (PPV) for NIPT at late gestation, particularly at 100% PPV in cases with multiple clinical indications, showcasing its reliability as a screening option in this timeframe.
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Objective: The primary goal of this study was to provide clinically relevant information for appropriate patient counseling.

Method: Demographics and test metrics were reviewed for 86 658 clinical cases. Outcome information was requested for samples reported as aneuploidy detected or suspected for chromosomes 21, 18, or 13; voluntary outcome reporting was encouraged for all discordant outcomes.

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