Showing posts with label discovery. Show all posts
Showing posts with label discovery. Show all posts

Wednesday, July 20, 2022

Hide Your Hypotheses, Machine Learning is Coming


Big data, machine learning, artificial intelligence - whatever you want to call it - is moving so fast, and making predictions so unexpected, that it's almost making us look stupid. But we're not. That's how science is supposed to work. 

Image credit: Copy of Ernst Haeckel's 1886 Tree of Life by Paul D Stewart


New research shows gene exchange between viruses and hosts drives evolution
Jan 2022, phys.org

First a reminder of how complicated this all is:

"The first comprehensive analysis of viral horizontal gene transfer..."

HGT allows genes to jump between species including viruses and their hosts. If the gene does something useful, it can sweep through the population and become a feature of that species. This can lead to a rapid emergence of new abilities, as opposed to the more incremental changes that result from smaller mutations.

via  University of British Columbia: Nicholas A. T. Irwin et al, Systematic evaluation of horizontal gene transfer between eukaryotes and viruses, Nature Microbiology (2021). DOI: 10.1038/s41564-021-01026-3


Study finds new patterns of antibiotic resistance spread in hospitals
Apr 2022, phys.org

What's really happening is so much more complicated that we thought. You think you know, but you have no idea:

The findings suggest that specific genes, rather than entire organisms, were circulating in hospitals—in some cases, for many years. Notably, the team discovered antibiotic resistance gene transfer between bacteria, connecting patient infections in new ways and also helping to explain the large diversity of CRE species and strains in these hospitals. Typically, hospitals would not connect outbreaks of different CRE species such as E. coli and Klebsiella, but the research team says that information from Salamzade's tool could make hospitals more aware of potential hospital reservoirs for gene exchange and inform epidemiological investigations into antibiotic resistant infections.

"Hospital epidemiology would never find this with more traditional methods," said Earl. "I would argue that this is the kind of thing even our standard genomics approaches wouldn't find. It really took having a hypothesis, building up an approach to allow us to test that hypothesis in a really rigorous way, and then stepping back to look at the data."

via Broad Institute of MIT and Harvard: Rauf Salamzade et al, Inter-species geographic signatures for tracing horizontal gene transfer and long-term persistence of carbapenem resistance, Genome Medicine (2022). DOI: 10.1186/s13073-022-01040-y


Researchers adapt social network analysis to model virus evolution
May 2022, phys.org

Even basic assumptions are wrong:

New research from Western University suggests some viruses evolve more like a dynamic social network—rather than a rigid tree, as was previously believed—recombining with one another to create a web of intersecting subtypes. 

via University of Western Ontario: Abayomi S. Olabode et al, Revisiting the recombinant history of HIV-1 group M with dynamic network community detection, Proceedings of the National Academy of Sciences (2022). DOI: 10.1073/pnas.2108815119


New research shows gene exchange between viruses and hosts drives evolution
Jan 2022, phys.org

Just a reminder of how complicated this all is:

"The first comprehensive analysis of viral horizontal gene transfer..."

HGT allows genes to jump between species including viruses and their hosts. If the gene does something useful, it can sweep through the population and become a feature of that species. This can lead to a rapid emergence of new abilities, as opposed to the more incremental changes that result from smaller mutations.

via  University of British Columbia: Nicholas A. T. Irwin et al, Systematic evaluation of horizontal gene transfer between eukaryotes and viruses, Nature Microbiology (2021). DOI: 10.1038/s41564-021-01026-3


Mostly unrelated posts, just highlighting the scientific method hard at work:
Counting bug splats on vehicle license plates shows numbers of flying insects has dropped significantly
May 2022, phys.org

Participants were asked to clean their license plates before heading out on a journey in their vehicle and then to photograph and count the number of bugs they found splattered on the plates when they returned.

The researchers found the number of splats recorded dropped dramatically over the course of the study—total numbers were 58.5% lower at the end of the study than at the beginning (2004 - 2021).

via Kent Wildlife Trust: The Bugs Matter Citizen Science Survey


Self-eliminating genes tested on mosquitoes
May 2022, phys.org

Temporary, self-deleting genetic changes that don't permanently alter wild populations' genetic makeup

via Texas A&M University: Keun Chae et al, Engineering a self-eliminating transgene in the yellow fever mosquito, Aedes aegypti, PNAS Nexus (2022). DOI: 10.1093/pnasnexus/pgac037


Post Script:
I'm not sure what to call it, but I'm seeing a pattern emerge, maybe a new category of headlines, something about the unforeseen implications of the climate apocalypse?

Lake Mead: Shrinking reservoir reveals more human remains
May 2022, BBC News

Mount Everest: Melting glaciers expose dead bodies
Mar 2019, BBC News

Friday, April 8, 2022

This Side of Science


Science, it's full of surprises. But I am most excited when the scientists themselves are the ones surprised. The two most exciting words I can read in the news are "scientific accident", and you'll see them below. 

First up, a long-time mystery of the universe, swept under the rug by Einstein himself, some might even call it Einstein Fudge. You know it as the cosmological constant, and it says that the universe is constantly expanding. We don't understand why the cosmological constant is there or what it's really doing, but we can't make sense of the universe without it. Until now. 


New study proposes expansion of the universe directly impacts black hole growth
Nov 2021, phys.org

Black holes grow along with the expansion of the universe. Black holes gain mass from the expansion of the universe itself. Masses of black holes could grow in lockstep with the universe, a phenomenon that Croker and his team call cosmological coupling.

The most well-known example of cosmologically-coupled material is light itself, which loses energy as the universe grows. "We thought to consider the opposite effect," said research co-author and UH Mānoa Physics and Astronomy Professor Duncan Farrah.

"It was a such a simple idea, I was surprised it worked so well."

via University of Hawaii at Manoa, University of Chicago, and University of Michigan at Ann Arbor: Kevin S. Croker et al, Cosmologically Coupled Compact Objects: A Single-parameter Model for LIGO–Virgo Mass and Redshift Distributions, The Astrophysical Journal Letters (2021). DOI: 10.3847/2041-8213/ac2fad


Granddaughters and great-granddaughters of men who start to smoke before puberty, have more body fat than expected
Jan 2022, phys.org

I'm just saying, how the do you even figure this out. Who is sitting there right now putting this hypothesis together in their head.

via University of Bristol: Human transgenerational observations of regular smoking before puberty on fat mass in grandchildren and great-grandchildren, Scientific Reports (2022). DOI: 10.1038/s41598-021-04504-0


What we knew about water was right after all
Feb 2022, phys.org

Like the discovery of lead in the air - when something is everywhere, it's hard to notice it at all.  In this case, it seems the fact that this experiment was never done in a desert environment is all that was keeping us from the answer. 

Frankenpaste:

Probing chemical transformations at the air-water interface is challenging due to the lack of surface-specific techniques or computational models, but now they found water spontaneously transforms into 30–110 micromolar hydrogen peroxide (H2O2) as microdroplets. The textbook understanding of water is thus challenged by how the mild temperature and pressure conditions, together with the absence of catalysts, co-solvents and significant applied energy, could break covalent O–H bonds; it was previously thought to be from ultrahigh electric fields. 

It was ambient ozone -- Although ozone minimally dissolves in water, the enhanced surface area of microdroplets allows more ozone to be dissolved and quickly react to form H2O2.

"There had to be something related to the geography of the place, an environmental difference between our location in Saudi Arabia and California," Gallo Jr says.

via King Abdullah University of Science and Technology: Nayara H. Musskopf et al, The Air–Water Interface of Water Microdroplets Formed by Ultrasonication or Condensation Does Not Produce H2O2, The Journal of Physical Chemistry Letters (2021). DOI: 10.1021/acs.jpclett.1c02953


Life may actually flash before your eyes on death
Feb 2022, BBC News

First-ever recording of a dying brain discovered by accident. 

"This was actually totally by chance, we did not plan to do this experiment or record these signals."

This is also one of the reasons why it is important to care for every human equally, regardless of what happened to them. You're born without an immune system? We're keeping you alive. Paraplegic? We're giving you wifi for your body

You have epilepsy? We're going to slap some electrodes to your head and monitor your brainwaves for a really, really long time, and figure out how to help you. Unless you have a heart attack in the headset, in which case we'll watch what happens, and use your accident to further the advancement of science. 

via Department of Neurosurgery, Henan Provincial People’s Hospital, Division of Neurosurgery, Vancouver General Hospital: Vicente Raul et al. Enhanced Interplay of Neuronal Coherence and Coupling in the Dying Human Brain. Frontiers in Aging Neuroscience 14 2022. DOI: 10.3389/fnagi.2022.813531.


Researchers report game-changing technology to remove 99% of carbon dioxide from air
Feb 2022, phys.org

Just some very clever thinking. 

Hydroxide exchange membrane (HEM) fuel cells, an economical and environmentally friendly alternative to traditional acid-based fuel cells used today, have a shortcoming that has kept them off the road—they are extremely sensitive to carbon dioxide in the air. Essentially, the carbon dioxide makes it hard for a HEM fuel cell to breathe. This defect quickly reduces the fuel cell's performance and efficiency by up to 20%, rendering the fuel cell no better than a gasoline engine.

"Once we dug into the mechanism, we realized the fuel cells were capturing just about every bit of carbon dioxide that came into them, and they were really good at separating it to the other side," said Brian Setzler, assistant professor for research in chemical and biomolecular engineering and paper co-author.

While this isn't good for the fuel cell, the team knew if they could leverage this built-in "self-purging" process in a separate device upstream from the fuel cell stack, they could turn it into a carbon dioxide separator.

They found a way to embed the power source for the electrochemical technology inside the separation membrane. The approach involved internally short-circuiting the device.

via University of Delaware: Lin Shi et al, A shorted membrane electrochemical cell powered by hydrogen to remove CO2 from the air feed of hydroxide exchange membrane fuel cells, Nature Energy (2022). DOI: 10.1038/s41560-021-00969-5


Unrelated Post Script:
Parasite that replaces a fish's tongue caught at Texas state park
Oct 2021, phys.org

The tongue-eating louse makes its way into the fish's mouth through its gills, where it consumes the mucus that forms on the inside of the fish's mouth, and completely replaces the organ in another creature, although it doesn't harm its host.

Also, it has eyes; the parasitic zombie tongue has its own eyes.