2024 π Daylatest newsbuy art
And she looks like the moon. So close and yet, so far.Future Islandsaim highmore quotes
very clickable
data visualization + art
There are some new shapes on the streets of Vancouver. Genomic sequence decoded from patients are shown as a puzzle — can you solve the mystery of the cell?

Gene Cultures — MIT Museum Exhibit

Scale and structure of the human genome

1 · The MIT museum reopens

The MIT Museum reopens at its new location on 2nd October 2022.

My art appears in the new Gene Cultures exhibit.

2 · Gene Cultures Exhibit

As the pace of technological advances in the field of genetic discovery quickens, questions arise.

Who decides how and when transformative new biotechnologies will be used? What questions do we need to ask before making decisions leading to irrevocable results?

Join the conversation as you explore dramatic breakthroughs in genetic technologies and engage with artworks — wiitty, provocative, absurd, and profound — that prompt us to consider our future — now.

The Gene Cultures exhibit is Located in the Henri A. Termeer Gallery

Text by MIT museum

3 · My art at the genome exibit

Gene Cultures exhibit at the MIT Museum - Martin Krzywinski / Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
The plaque explaining the projection that shows the scale of structures in the human genome.

To find my exhibit, look for the pink chicken. You can't miss it.

Gene Cultures exhibit at the MIT Museum - Martin Krzywinski / Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
The animated projection is on a large wall at the entrance to the exhibit. Right next to the pink chicken. (photo Martin Krzywinski)
Gene Cultures exhibit at the MIT Museum - Martin Krzywinski / Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
The animated projection is on a large wall at the entrance to the exhibit. Right next to the pink chicken. (photo Anna Olivella)

3.1 · Animation sequence

Gene Cultures exhibit at the MIT Museum - Martin Krzywinski / Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
The opening sequence cycles through the layers to be explained.
Gene Cultures exhibit at the MIT Museum - Martin Krzywinski / Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
The genome is big. We count up to 3,088,269,832 bases, which is the total length of chromosomes 1–22,X,Y in the hg38 human genome assembly.
Gene Cultures exhibit at the MIT Museum - Martin Krzywinski / Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
The contents of the genome are grouped into chromosomes.
Gene Cultures exhibit at the MIT Museum - Martin Krzywinski / Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
The bands reflect density of chromatin packing.
Gene Cultures exhibit at the MIT Museum - Martin Krzywinski / Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
About 20,000 genes represent the key functional components.
Gene Cultures exhibit at the MIT Museum - Martin Krzywinski / Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
Genes (and the proteins that the encode) are key targets for therapies.

The size and position of elements in the animation is based on the hg38 assembly, which is (as of 2022) the canonical reference.

The very latest human genome assembly (CHM13v2 telomere-to-telomere) has 3,117,275,501 bases.

4 · Credits

concept and art direction
Exhibit developer (Life Sciences)
concept & design
Martin Krzywinski
Staff Scientist
Canada's Michael Smith Genome Sciences Centre
creative lead
Kim Gim
motion designer
Devon Burgoyne
designer
An Bui
content strategist
Ksenia Dynkin
Canada's Michael Smith Genome Sciences Centre (GSC) at BC Cancer is an international leader in genomics, proteomics and bioinformatics for precision medicine. By developing and deploying cutting-edge genome sequencing, computational and analytical technology, we are creating novel strategies to prevent and diagnose cancers and other diseases, uncovering new therapeutic targets and helping the world realize the social and economic benefits of genome science.
We are the Canadian node of the Earth Biogenome Project.
news + thoughts

Propensity score matching

Mon 16-09-2024

I don’t have good luck in the match points. —Rafael Nadal, Spanish tennis player

In many experimental designs, we need to keep in mind the possibility of confounding variables, which may give rise to bias in the estimate of the treatment effect.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
Nature Methods Points of Significance column: Propensity score matching. (read)

If the control and experimental groups aren't matched (or, roughly, similar enough), this bias can arise.

Sometimes this can be dealt with by randomizing, which on average can balance this effect out. When randomization is not possible, propensity score matching is an excellent strategy to match control and experimental groups.

Kurz, C.F., Krzywinski, M. & Altman, N. (2024) Points of significance: Propensity score matching. Nat. Methods 21:1770–1772.

Nasa to send our human genome discs to the Moon

Sat 23-03-2024

We'd like to say a ‘cosmic hello’: mathematics, culture, palaeontology, art and science, and ... human genomes.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
SANCTUARY PROJECT | A cosmic hello of art, science, and genomes. (details)
Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
SANCTUARY PROJECT | Benoit Faiveley, founder of the Sanctuary project gives the Sanctuary disc a visual check at CEA LeQ Grenoble (image: Vincent Thomas). (details)
Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
SANCTUARY PROJECT | Sanctuary team examines the Life disc at INRIA Paris Saclay (image: Benedict Redgrove) (details)

Comparing classifier performance with baselines

Fri 22-03-2024

All animals are equal, but some animals are more equal than others. —George Orwell

This month, we will illustrate the importance of establishing a baseline performance level.

Baselines are typically generated independently for each dataset using very simple models. Their role is to set the minimum level of acceptable performance and help with comparing relative improvements in performance of other models.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
Nature Methods Points of Significance column: Comparing classifier performance with baselines. (read)

Unfortunately, baselines are often overlooked and, in the presence of a class imbalance, must be established with care.

Megahed, F.M, Chen, Y-J., Jones-Farmer, A., Rigdon, S.E., Krzywinski, M. & Altman, N. (2024) Points of significance: Comparing classifier performance with baselines. Nat. Methods 21:546–548.

Happy 2024 π Day—
sunflowers ho!

Sat 09-03-2024

Celebrate π Day (March 14th) and dig into the digit garden. Let's grow something.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
2024 π DAY | A garden of 1,000 digits of π. (details)

How Analyzing Cosmic Nothing Might Explain Everything

Thu 18-01-2024

Huge empty areas of the universe called voids could help solve the greatest mysteries in the cosmos.

My graphic accompanying How Analyzing Cosmic Nothing Might Explain Everything in the January 2024 issue of Scientific American depicts the entire Universe in a two-page spread — full of nothing.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
How Analyzing Cosmic Nothing Might Explain Everything. Text by Michael Lemonick (editor), art direction by Jen Christiansen (Senior Graphics Editor), source: SDSS

The graphic uses the latest data from SDSS 12 and is an update to my Superclusters and Voids poster.

Michael Lemonick (editor) explains on the graphic:

“Regions of relatively empty space called cosmic voids are everywhere in the universe, and scientists believe studying their size, shape and spread across the cosmos could help them understand dark matter, dark energy and other big mysteries.

To use voids in this way, astronomers must map these regions in detail—a project that is just beginning.

Shown here are voids discovered by the Sloan Digital Sky Survey (SDSS), along with a selection of 16 previously named voids. Scientists expect voids to be evenly distributed throughout space—the lack of voids in some regions on the globe simply reflects SDSS’s sky coverage.”

voids

Sofia Contarini, Alice Pisani, Nico Hamaus, Federico Marulli Lauro Moscardini & Marco Baldi (2023) Cosmological Constraints from the BOSS DR12 Void Size Function Astrophysical Journal 953:46.

Nico Hamaus, Alice Pisani, Jin-Ah Choi, Guilhem Lavaux, Benjamin D. Wandelt & Jochen Weller (2020) Journal of Cosmology and Astroparticle Physics 2020:023.

Sloan Digital Sky Survey Data Release 12

constellation figures

Alan MacRobert (Sky & Telescope), Paulina Rowicka/Martin Krzywinski (revisions & Microscopium)

stars

Hoffleit & Warren Jr. (1991) The Bright Star Catalog, 5th Revised Edition (Preliminary Version).

cosmology

H0 = 67.4 km/(Mpc·s), Ωm = 0.315, Ωv = 0.685. Planck collaboration Planck 2018 results. VI. Cosmological parameters (2018).

Martin Krzywinski | contact | Canada's Michael Smith Genome Sciences CentreBC Cancer Research CenterBC CancerPHSA
Google whack “vicissitudinal corporealization”
{ 10.9.234.152 }