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Multiplexing DNA methylation markers to detect circulating cell-free DNA derived from human pancreatic β cells
Daniel Neiman, David Gillis, Sheina Piyanzin, Daniel Cohen, Ori Fridlich, Joshua Moss, Aviad Zick, Tal Oron, Frida Sundberg, Gun Forsander, Oskar Skog, Olle Korsgren, Floris Levy-Khademi, Dan Arbel, Saar Hashavya, A.M. James Shapiro, Cate Speake, Carla Greenbaum, Jennifer Hosford, Amanda Posgai, Mark A. Atkinson, Benjamin Glaser, Desmond A. Schatz, Ruth Shemer, Yuval Dor
Daniel Neiman, David Gillis, Sheina Piyanzin, Daniel Cohen, Ori Fridlich, Joshua Moss, Aviad Zick, Tal Oron, Frida Sundberg, Gun Forsander, Oskar Skog, Olle Korsgren, Floris Levy-Khademi, Dan Arbel, Saar Hashavya, A.M. James Shapiro, Cate Speake, Carla Greenbaum, Jennifer Hosford, Amanda Posgai, Mark A. Atkinson, Benjamin Glaser, Desmond A. Schatz, Ruth Shemer, Yuval Dor
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Research Article Endocrinology Metabolism

Multiplexing DNA methylation markers to detect circulating cell-free DNA derived from human pancreatic β cells

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Abstract

It has been proposed that unmethylated insulin promoter fragments in plasma derive exclusively from β cells, reflect their recent demise, and can be used to assess β cell damage in type 1 diabetes. Herein we describe an ultrasensitive assay for detection of a β cell–specific DNA methylation signature, by simultaneous assessment of 6 DNA methylation markers, that identifies β cell DNA in mixtures containing as little as 0.03% β cell DNA (less than 1 β cell genome equivalent). Based on this assay, plasma from nondiabetic individuals (N = 218, aged 4–78 years) contained on average only 1 β cell genome equivalent/mL. As expected, cell-free DNA (cfDNA) from β cells was significantly elevated in islet transplant recipients shortly after transplantation. We also detected β cell cfDNA in a patient with KATP congenital hyperinsulinism, in which substantial β cell turnover is thought to occur. Strikingly, in contrast to previous reports, we observed no elevation of β cell–derived cfDNA in autoantibody-positive subjects at risk for type 1 diabetes (N = 32), individuals with recent-onset type 1 diabetes (<4 months, N = 92), or those with long-standing disease (>4 months, N = 38). We discuss the utility of sensitive β cell cfDNA analysis and potential explanations for the lack of a β cell cfDNA signal in type 1 diabetes.

Authors

Daniel Neiman, David Gillis, Sheina Piyanzin, Daniel Cohen, Ori Fridlich, Joshua Moss, Aviad Zick, Tal Oron, Frida Sundberg, Gun Forsander, Oskar Skog, Olle Korsgren, Floris Levy-Khademi, Dan Arbel, Saar Hashavya, A.M. James Shapiro, Cate Speake, Carla Greenbaum, Jennifer Hosford, Amanda Posgai, Mark A. Atkinson, Benjamin Glaser, Desmond A. Schatz, Ruth Shemer, Yuval Dor

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Figure 1

Procedure for analysis of β cell–specific methylation markers.

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Procedure for analysis of β cell–specific methylation markers.
(A) Proce...
(A) Procedure for multiplex amplification of methylation markers. Following bisulfite treatment, loci of interest were amplified using specific primers containing 5′ 25-mer adapters. In a second PCR step, the adapters were extended to include the full adapter sequence required for Illumina sequencing, as well as a 6-bp index barcode allowing us to run multiple products simultaneously. Up to 30 distinct loci can be amplified using this 2-step PCR approach. (B) Schematic of workflow. First, cfDNA was extracted from rapidly spun plasma and treated with bisulfite to convert unmethylated cytosines to uracils. Methylation-independent PCR was used to amplify marker loci. Markers that are methylated or unmethylated only in a tissue of interest were selected based on comparative methylome analysis using an extensive matrix of tissue- and cell type–specific methylomes. The products of amplification were sequenced thousands of times on the MiSeq/NextSeq platform to determine the fraction of molecules in plasma that carry the tissue-specific methylation pattern. When the fraction was multiplied by the total concentration of cfDNA in a sample, the concentration of cfDNA molecules derived from a specific tissue was obtained.

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ISSN 2379-3708

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