Customer Spotlight: Dr. Gilles MILLAT at CHU de Lyon

Published on 13/11/25
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Hear Dr. Gilles Millat speak about the expansion of cardiogenetic testing and how the SOPHiA DDM™ Cardio Peer Network strengthens variant classification workflows.
Home breadcrumb-arrow Customer Spotlight: Dr. Gilles MILLAT at CHU de Lyon
Hear Dr. Gilles Millat speak about the expansion of cardiogenetic testing and how the SOPHiA DDM™ Cardio Peer Network strengthens variant classification workflows.

Collaborative intelligence for cardiogenetics through the SOPHiA DDM™ Peer Network

Dr. Gilles Millat, Laboratory of Molecular Cardiogenetics, Hospices Civils de Lyon, France.

For more than two decades, Dr. Millat has focused on the genetics of hereditary cardiac disorders at the University Hospital of Lyon. Originally trained in molecular biology, his work evolved from lysosomal storage disorders to inherited cardiac diseases, particularly cardiomyopathies and cardiac arrhythmias.

These disorders present important interpretive challenges:

  • Incomplete penetrance
  • Variable expressivity
  • High prevalence in the general population

Hypertrophic and dilated cardiomyopathies alone affect approximately 1 in 200-500 individuals. As demand for genetic testing grows, his laboratory expects to process ~5,000 cases in 2025, including 2,500 new probands, with volumes increasing 10–20% each year.

SOPHiA DDM™ in routine clinical cardiac genetics

Dr. Millat’s laboratory has used SOPHiA DDM™ for more than a decade, now integrated as a central element in the analysis workflow. He highlights three key benefits:

  1. Rapid verification of sequencing completeness
    Visual dashboards allow the team to immediately confirm whether all regions of interest are properly sequenced.
  2. Sensitive and specific CNV detection
    High-specificity CNV calling enables confident detection across cardiomyopathy genes.
  3. Efficient SNV and InDel interpretation
    The platform provides rapid access to annotations configured by the team, enabling swift evaluation of variants and classification.

To date, nearly 15,000 patient cases have been analyzed, with approximately 700 variants per case, all systematically classified on a scale of 1-5.

Collaborative variant interpretation: The Cardio Peer Network

In addition to the core platform, the SOPHiA DDM™ Peer Network enables some expert cardiogenetics labs across France to share variant interpretations. This collective expertise provides confirmation and confidence for complex cases.

Case example: Filamin C variant reclassification

A 70-year-old patient with hypertrophic cardiomyopathy presented with a rare FLNC variant. Although evidence supported pathogenicity, concerns about background noise led the Lyon team initially to classify it as a Variant of Uncertain Significance (VUS - Class 3).

Through the Cardio Peer Network, they found that colleagues in CHU Nantes had seen the same variant, also classified as a VUS, with a highly similar phenotype. Collaborative review allowed both teams to upgrade the classification to Class 4 (likely pathogenic).

This reclassification enabled relatives in both families to be offered presymptomatic testing, supporting earlier surveillance and informed management decisions.

Summary

Together, SOPHiA DDM™ and the Cardio Peer Network have enabled scale, precision, and expertise sharing at CHU de Lyon, improving variant classification and informing care for patients and families affected by inherited cardiac pathologies.

Interested in SOPHiA DDM™ Peer Networks?

Connect with our team to learn how your laboratory can contribute to advancing variant classification in your field of expertise.

The opinions expressed during the video are those of the speaker and may not represent the opinions of SOPHiA GENETICS.
Any use of SOPHiA GENETICS products described in the video may not have been cleared or approved by Regulatory Authorities.
SOPHiA DDM™ Solutions are For Research Use Only unless otherwise specified.

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