Cited by 121Mitochondrial Function and PathologyMolecular Biology Techniques and ApplicationsInnovative Microfluidic and Catalytic Techniques Innovation

Quantitative mitochondrial DNA copy number determination using droplet digital PCR with single-cell resolution

Open access
O'Hara, Ryan, Tedone, Enzo, Ludlow, Andrew, Huang, Ejun, Arosio, Beatrice, Mari, Daniela, Shay, Jerry W.·2019·Genome Research

Published version of a preprint

Abstract

Mitochondria are involved in a number of diverse cellular functions, including energy production, metabolic regulation, apoptosis, calcium homeostasis, cell proliferation, and motility, as well as free radical generation. Mitochondrial DNA (mtDNA) is present at hundreds to thousands of copies per cell in a tissue-specific manner. mtDNA copy number also varies during aging and disease progression and therefore might be considered as a biomarker that mirrors alterations within the human body. Here, we present a new quantitative, highly sensitive droplet digital PCR (ddPCR) method, droplet digital mitochondrial DNA measurement (ddMDM), to measure mtDNA copy number not only from cell populations but also from single cells. Our developed assay can generate data in as little as 3 h, is optimized for 96-well plates, and also allows the direct use of cell lysates without the need for DNA purification or nuclear reference genes. We show that ddMDM is able to detect differences between samples whose mtDNA copy number was close enough as to be indistinguishable by other commonly used mtDNA quantitation methods. By utilizing ddMDM, we show quantitative changes in mtDNA content per cell across a wide variety of physiological contexts including cancer progression, cell cycle progression, human T cell activation, and human aging.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1101/gr.250480.119

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • A mild gradual age-related reduction of mtDNA copies was observed in stimulated peripheral blood mononuclear cells in a sample ranging in age between 23 and 113 years.

    “A new quantitative, highly sensitive droplet digital PCR method has allowed observing a mild gradual age-related reduction of the mtDNA copies in stimulated peripheral blood mononuclear cells in a sample ranging in age between 23 and 113 years [37].”

    From Role of Age-Related Mitochondrial Dysfunction in Sarcopenia (2020) · cites this paper as [37]

  • Centenarians with lower levels of frailty showed a significantly higher number of mtDNA molecules and fewer mtDNA deletions compared with those with more severe frailty.

    “Interestingly, centenarians with lower levels of frailty showed a significantly higher number of mtDNA molecules and fewer mtDNA deletions compared with those with more severe frailty [37].”

    From Role of Age-Related Mitochondrial Dysfunction in Sarcopenia (2020) · cites this paper as [37]

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

The citation lists haven’t been fetched yet

References 70 · Cited by 121

Authors
O'Hara, R., Tedone, E., Ludlow, A., Huang, E., Arosio, B., Mari, D., & Shay, J. W.
Affiliations
  • The University of Texas Southwestern Medical Center (US)
  • University of Milan (IT)
Venue
Genome Research
Published
2019-09-23
Volume
29
Issue
11
Pages
1878-1888
ISSN
  • 1088-9051 (ISSN-L)
  • 1549-5469
OpenAlex
W2975207555
Cited by
121
References
70
Citations by year
2026: 14 · 2025: 16 · 2024: 17 · 2023: 16 · 2022: 23 · 2021: 20 · 2020: 14 · 2019: 1
Type
posted content
Language
en
Open access
Locations
  • Genome Research (publishedVersion)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano) (submittedVersion, other-oa)
  • HighWire Press Open Archive (submittedVersion)
Funders
  • National Institutes of Health (AG01228, C06RR30414)
  • National Cancer Institute
  • Comprehensive Cancer Center
  • Southland Financial Corporation Distinguished Chair in Geriatric Research
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Mitochondrial Function and Pathology
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Molecular Biology Techniques and Applications
  • Physical Sciences › Engineering › Biomedical Engineering › Innovative Microfluidic and Catalytic Techniques Innovation
Keywords
mitochondrial DNA copy number, droplet digital PCR, single-cell quantification, tumor progression, cell cycle progression, T cell activation, aging, biomarkers
MeSH terms
Adult, Aged, DNA, Mitochondrial, Humans, Lymphocyte Activation, T-Lymphocytes, Polymerase Chain Reaction, DNA Copy Number Variations, Limit of Detection, Single-Cell Analysis

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review