# Single-cell multi-omic analysis of mitochondrial mutational mosaicism and dynamics

**Authors:** Yu-Hsin Hsieh, Pauline Kautz, Lena Nitsch, Ambre M. Giguelay, Janet Liebold, Veronika Dimitrova, Stephania Contreras Castillo, Freya Jungen, Gabor Zsurka, Genevieve Trombly, Markus Schuelke, Wolfram S. Kunz, Caleb A. Lareau, Leif S. Ludwig

PMC · DOI: 10.1038/s41467-026-70399-y · Nature Communications · 2026-03-16

## TL;DR

This paper introduces new metrics to study mitochondrial DNA mutations in individual cells, revealing hidden patterns and how they differ in health and disease.

## Contribution

The study introduces two novel metrics, scmtMPM and scwMSS, for analyzing mitochondrial DNA mutations and mosaicism at the single-cell level.

## Key findings

- Individual POLGD274A cells show complex mutational landscapes with subthreshold pathogenic mutations.
- Constrained mutations in complex I are identified in healthy donors and mitochondriopathy patients.
- The new metrics reveal previously unrecognized mtDNA mutational heterogeneity at the single-cell level.

## Abstract

Mitochondrial DNA (mtDNA) mutations occur more frequently than nuclear mutations and are associated with various diseases. While single-cell sequencing enables mtDNA variant heteroplasmy analysis, a holistic view of mtDNA mutational landscapes in individual cells has remained limited. Here, we leverage mitochondrial single-cell ATAC-seq and mtDNA-hypermutated POLGD274A knock-in HEK293 cell lines to introduce two metrics—single-cell mtDNA mutations per million base pairs (scmtMPM) and heteroplasmy-weighted mitochondrial local constraint scores (scwMSS)—to capture cellular mutational loads and somatic mosaicism. We demonstrate that individual POLGD274A cells exhibit complex mutational landscapes, with pathogenic mutations and truncating variants only present at subthreshold levels, indicative of their negative selection. In human healthy donors and mitochondriopathy patients, we identify constrained mutations in complex I, highlighting previously unrecognized mtDNA mutational landscape heterogeneity present on the single-cell level. Overall, scmtMPM and scwMSS provide a framework to investigate fundamental properties of mitochondrial genetics, disease, and somatic mosaicism.

Mitochondrial DNA mutations shape human phenotypes, yet mapping mutational landscapes in single cells remains challenging. Here, Hsieh et al. quantify mutational load and mosaicism, revealing constrained, selected mtDNA mutations and hidden heterogeneity in health and disease.

## Full-text entities

- **Genes:** Timmdc1 (translocase of inner mitochondrial membrane domain containing 1) [NCBI Gene 76916] {aka 2810021C21Rik, 4930455C21Rik}, GDF15 (growth differentiation factor 15) [NCBI Gene 9518] {aka GDF-15, HG, MIC-1, MIC1, NAG-1, PDF}, Cgas (cyclic GMP-AMP synthase) [NCBI Gene 214763] {aka E330016A19Rik, Mb21d1}, TRIB3 (tribbles pseudokinase 3) [NCBI Gene 57761] {aka C20orf97, NIPK, SINK, SKIP3, TRB3}, Mgme1 (mitochondrial genome maintenance exonuclease 1) [NCBI Gene 74528] {aka 8430406I07Rik}, Slc25a53 (solute carrier family 25, member 53) [NCBI Gene 67062] {aka 2310046F18Rik, 2810402A17Rik, Mcart6}, Sting1 (stimulator of interferon response cGAMP interactor 1) [NCBI Gene 72512] {aka 2610307O08Rik, ERIS, MPYS, Mita, STING, STING-beta}, CYCS (cytochrome c, somatic) [NCBI Gene 54205] {aka CYC, HCS, THC4}, Adamts1 (ADAM metallopeptidase with thrombospondin type 1 motif 1) [NCBI Gene 11504] {aka ADAM-TS1, ADAMTS, ADAMTS-1, C3-C5, METH-1, METH1}, LEPQTL1 (Leptin, serum levels of) [NCBI Gene 7839] {aka LSL}, ND4 (NADH dehydrogenase subunit 4) [NCBI Gene 4538] {aka MTND4}, INHBE (inhibin subunit beta E) [NCBI Gene 83729], MIR6738 (microRNA 6738) [NCBI Gene 102465442] {aka hsa-mir-6738}, CTRL (chymotrypsin like) [NCBI Gene 1506] {aka CTRL1}, MIR6864 (microRNA 6864) [NCBI Gene 102465521] {aka hsa-mir-6864}, Otc (ornithine transcarbamylase) [NCBI Gene 18416] {aka Sf, spf}, DLGAP1 (DLG associated protein 1) [NCBI Gene 9229] {aka DAP-1, DAP-1-ALPHA, DAP-1-BETA, DAP1, DLGAP1A, DLGAP1B}, CCL20 (C-C motif chemokine ligand 20) [NCBI Gene 6364] {aka CKb4, Exodus, LARC, MIP-3-alpha, MIP-3a, MIP3A}, ARHGEF2 (Rho/Rac guanine nucleotide exchange factor 2) [NCBI Gene 9181] {aka GEF, GEF-H1, GEFH1, LFP40, Lfc, NEDMHM}, Slc25a31 (solute carrier family 25 (mitochondrial carrier; adenine nucleotide translocator), member 31) [NCBI Gene 73333] {aka 1700034J06Rik, Ant4, Sfec}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, Cox8a (cytochrome c oxidase subunit 8A) [NCBI Gene 12868] {aka COX8L}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, FBLIM1 (filamin binding LIM protein 1) [NCBI Gene 54751] {aka CAL, FBLP-1, FBLP1}, Samm50 (SAMM50 sorting and assembly machinery component) [NCBI Gene 68653] {aka 1110030L07Rik}, Ccn1 (cellular communication network factor 1) [NCBI Gene 16007] {aka Cyr61, Igfbp10}, TRNL1 (tRNA-Leu) [NCBI Gene 4567] {aka MTTL1}, Tgfbi (transforming growth factor, beta induced) [NCBI Gene 21810] {aka 68kDa, Beta-ig, big-h3}, POLG (DNA polymerase gamma, catalytic subunit) [NCBI Gene 5428] {aka MIRAS, MTDPS4A, MTDPS4B, PEO, POLG1, POLGA}, MIR6865 (microRNA 6865) [NCBI Gene 102465522] {aka hsa-mir-6865}, ND3 (NADH dehydrogenase subunit 3) [NCBI Gene 4537] {aka MTND3}, CS (citrate synthase) [NCBI Gene 1431]
- **Diseases:** inflammatory (MESH:D007249), mitochondrial defects (MESH:C565376), mitochondrial encephalomyopathy (MESH:D017237), breast cancer (MESH:D001943), metabolic syndrome (MESH:D024821), cancer (MESH:D009369), neuromuscular disease (MESH:D009468), lactic acidosis (MESH:D000140), metabolic defects (MESH:D008659), MELAS (MESH:D017241), melanoma (MESH:D008545), mitochondrial disease (MESH:D028361), Parkinson's disease (MESH:D010300), scmtMPM (OMIM:613563), Leigh syndrome (MESH:D007888)
- **Chemicals:** Hygromycin B (MESH:D006921), glycine (MESH:D005998), laurylmaltoside (MESH:C040358), Trypan Blue (MESH:D014343), Gal (MESH:C101993), NaCl (MESH:D012965), Glucose (MESH:D005947), nitrogen (MESH:D009584), CO2 (MESH:D002245), tetracycline (MESH:D013752), dimethyl sulfoxide (MESH:D004121), Glu (MESH:D018698), PBS (MESH:D007854), KCN (MESH:D011190), FA (MESH:D005557), potassium phosphate (MESH:C013216), NADH (MESH:D009243), CoQ1 (MESH:C025203), EDTA (MESH:D004492), rotenone (MESH:D012402), Galactose (MESH:D005690), MgCl2 (MESH:D015636), KCl (MESH:D011189), Uridine (MESH:D014529), Blasticidin S Hydrochloride (-)
- **Species:** Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090]
- **Mutations:** 10398A > G, 10270T > C, 10559G > A, A-to-G, 301A > C, cytosine to thymine, 316G > C, 310T > C, 3243A > G, C > T, 10599G > A, 3302A > C
- **Cell lines:** HEK293 — Homo sapiens (Human), Transformed cell line (CVCL_0045), HEK293-PolgD274A — Homo sapiens (Human), Transformed cell line (CVCL_XW27), KIA2 — Papio cynocephalus (Yellow baboon), Transformed cell line (CVCL_X928), KI36 — Homo sapiens (Human), Transformed cell line (CVCL_E725), HEK293T — Homo sapiens (Human), Transformed cell line (CVCL_0063)

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12996611/full.md

## References

2 references — full list in the complete paper: https://tomesphere.com/paper/PMC12996611/full.md

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Source: https://tomesphere.com/paper/PMC12996611