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Posts by Marc Williams

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Fluctuating DNA methylation tracks cancer evolution at clinical scale - Nature Cancer evolutionary dynamics are quantitatively inferred using a method, EVOFLUx, applied to fluctuating DNA methylation.

Studying cancer evolution needs multi-region or single cell seq for phylogenetics, right? Amazingly (I think!) we found single-sample bulk methylation suffices, via analysis of "fluctuating methylation". In @nature.com today led by brilliant @calumgabbutt.bsky.social www.nature.com/articles/s41...

7 months ago 91 39 7 2

congrats Trevor and @calumgabbutt.bsky.social, great to see this out. Still kind of amazed by Figure 5!

7 months ago 2 0 1 0

Interestingly we didn't see much evidence of any intermediate genomes between these two states

1 year ago 0 0 2 0

For the highly aneuploid cells that look like cancer genomes, I would guess they are some kind of pre-cancer clone and there may have been some kind of pre-malignant lesion that was too small for us to see in the pathology in most cases.

1 year ago 1 0 0 0

For the cells with just 1 or 2 of the common CNAs I think they likely provide a selective advantage to cells, or at least are not very deleterious relative to other CNAs.

1 year ago 0 0 1 0

Thanks to all co-authors, in particular @mike-oli.bsky.social, Vinci Au, Sam Aparicio, Joan Brugge and Sohrab Shah. This was a fascinating dataset to explore together!

1 year ago 1 0 0 0
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We also found a very rare subset of cells that had extreme levels of aneuploidy, and to our eyes, were largely indistinguishable from breast cancer genomes.

1 year ago 1 0 2 0
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These changes are strikingly similar to some common alterations found in breast cancers (gains of 1q, losses on 16q, 22)

1 year ago 0 0 1 0
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We found chromosomal abnormalities occur at a low but appreciable level in all individuals (both BRCA carriers and non-carriers).

1 year ago 0 0 1 0
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Luminal breast epithelial cells of BRCA1 or BRCA2 mutation carriers and noncarriers harbor common breast cancer copy number alterations - Nature Genetics Single-cell DNA sequencing identifies recurrent copy number changes in healthy breast tissue from women with wild-type or germline BRCA1 or BRCA2 mutations.

Our paper on chromosomal abnormalities in normal breast tissue from BRCA carriers came out last week.
www.nature.com/articles/s41...

1 year ago 16 8 1 1
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