some ARPA-H recent videos of interest

June 12, 2026

(Why is IAQ important )
https://m.youtube.com/watch?v=8HWmQhFR-4A


Ketamine for treatment-resistant depression: When and where is it safe? – Harvard Health

June 10, 2026

https://www.health.harvard.edu/blog/ketamine-for-treatment-resistant-depression-when-and-where-is-it-safe-202208092797


Self Control (album) – Wikipedia

June 10, 2026

https://en.wikipedia.org/wiki/Self_Control_(album)


I Deleted Notion and Obsidian. Here’s What Replaced Them — and Why I’m Never Going Back. | by Suraj J ha | Write A Catalyst | May, 2026 | Medium

June 10, 2026

https://medium.com/write-a-catalyst/i-deleted-notion-and-obsidian-heres-what-replaced-them-and-why-i-m-never-going-back-27a7d8545606 NotebookLLM instead


NYTimes.com: The Fastest Woman to Circle the Earth on a Bike Is Aiming for the Men’s Record

June 10, 2026

The Fastest Woman to Circle the Earth on a Bike Is Aiming for the Men’s Record

Lael Wilcox will pedal around the world, and she hopes to do it in less than 80 days.

https://www.nytimes.com/2026/06/05/sports/cycling/bicycle-world-record-lael-wilcox-cycling.html?unlocked_article_code=1.n1A.oumF.FfadT69G6TdF&smid=em-share


Massimo on X: “Population density across the world, visualized in 3D 🎞️ Tyler Morgan-Wall https://t.co/jF geVbv0TT” / X

June 10, 2026

https://x.com/Rainmaker1973/status/2062753781092094418


Massimo on X: “The demolition of Sheraton Crossroads Hotel in Mahwah, New Jersey https://t.co/t24wkPKp0y” / X

June 8, 2026

https://x.com/Rainmaker1973/status/2062685839885287551


Maximum Likelihood Estimation

June 7, 2026

Maximum Likelihood Estimation – Master the Math
https://markelic.de/maximum-likelihood-estimation/


Reconstructing clonal tree for phylo-phenotypic characterization of cancer using single-cell transcriptomics | Nature Communications

June 7, 2026

category scilit]
https://www.nature.com/articles/s41467-023-36202-y
QT:{{” Though each cell is fundamentally distinct in cancer, there typically exist groups of cells that are genomically nearly identical, so-called clonal populations1. The evolutionary relationship between clones can be represented by a phylogenetic tree or clonal tree. Inferring clonal population structure, genotypes, and trees from sequence data has been an active area of research in the past decade with implications for cancer treatment2,3,4. Early approaches used bulk sequence data coupled with computational deconvolution to address the admixed nature of bulk data5,6,7,8,9. The limitations of clonal analysis using only the bulk method is well documented in the literature (e.g., refs. 10,11). Recent advances in single-cell DNA sequencing (scDNA-seq) technologies have prompted the development of approaches better tailored to these data types12,13,14 as well as methods that integrate scDNA-seq data with the bulk data for joint analysis for improved accuracy15,16. “}}


Power and pitfalls of computational methods for inferring clone phylogenies and mutation orders from bulk sequencing data | Scientific Reports

June 7, 2026

https://www.nature.com/articles/s41598-020-59006-2

QT:{{” Though each cell is fundamentally distinct in cancer, there typically exist groups of cells that are genomically nearly identical, so-called clonal populations1. The evolutionary relationship between clones can be represented by a phylogenetic tree or clonal tree. Inferring clonal population structure, genotypes, and trees from sequence data has been an active area of research in the past decade with implications for cancer treatment2,3,4. Early approaches used bulk sequence data coupled with computational deconvolution to address the admixed nature of bulk data5,6,7,8,9. The limitations of clonal analysis using only the bulk method is well documented in the literature (e.g., refs. 10,11). “}}

how is the word clone used in tumor phylogenetic analysis