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Machine learning model generates realistic seismic waveforms

Machine learning model generates realistic seismic waveforms
2021-04-22
LOS ALAMOS, N.M., April 22, 2021--A new machine-learning model that generates realistic seismic waveforms will reduce manual labor and improve earthquake detection, according to a study published recently in JGR Solid Earth. "To verify the e?cacy of our generative model, we applied it to seismic ?eld data collected in Oklahoma," said Youzuo Lin, a computational scientist in Los Alamos National Laboratory's Geophysics group and principal investigator of the project. "Through a sequence of qualitative and quantitative tests and benchmarks, we saw that our model can generate high-quality synthetic waveforms and improve machine learning-based earthquake detection algorithms." Quickly and accurately detecting earthquakes can be a challenging task. Visual detection done ...

Study paves the way for new photosensitive materials

Study paves the way for new photosensitive materials
2021-04-22
Photocatalysts are useful materials, with a myriad of environmental and energy applications, including air purification, water treatment, self-cleaning surfaces, pollution-fighting paints and coatings, hydrogen production and CO2 conversion to sustainable fuels. An efficient photocatalyst converts light energy into chemical energy and provides this energy to a reacting substance, to help chemical reactions occur. One of the most useful such materials is knows as titanium oxide or titania, much sought after for its stability, effectiveness as a photocatalyst ...

Reprogramming fibroblasts could result in scar-free wound healing, suggests study in mice

2021-04-22
Researchers have determined a way to potentially minimize or eliminate scarring in wounded skin, by further decoding the scar-promoting role of a specific class of dermal fibroblast cells in mice. By preventing these cells from expressing the transcription factor Engrailed-1 (En-1), Shamik Mascharak and colleagues reprogrammed these cells to take on a different identity, capable of regenerating wounded skin - including the restoration of structures such as hair follicles and sweat glands that are absent in scarred skin tissue. With further development and testing, their discovery could lead to therapies to reduce or completely avoid scarring ...

China requires switch to zero-carbon energy to achieve more ambitious Paris Agreement goal, models S

2021-04-22
A new multi-model analysis suggests that China will need to reduce its carbon emissions by over 90% and its energy consumption by almost 40%, in order to meet the more ambitious target set by the 2016 Paris Agreement. The Agreement called for no more than a 1.5°Celsius (C) global temperature rise by 2050. These results provide a clear directive for China to deploy multiple strategies at once for long-term emission mitigation, the authors say. The findings also highlight the need for more research on the economic consequences of working toward a 1.5°C warming limit, arguing that current studies are far from adequate to inform the sixth assessment report (AR 6) on climate change planned for release by the United Nations' Intergovernmental ...

Medical record analysis links cannabis use disorder in pregnancy to infant health problems

2021-04-22
A new study of nearly five million live births recorded in California from 2001 to 2012 found that babies born to mothers diagnosed with cannabis use disorders at delivery were more likely to experience negative health outcomes, including preterm birth and low birth weight, compared to babies born to mothers without a cannabis use disorder diagnosis. The analysis, published today in Addiction and funded by the National Institute on Drug Abuse (NIDA), part of the National Institutes of Health, adds to a growing body of evidence that prenatal exposure to cannabis (marijuana) may be associated with poor birth outcomes, and sheds light on infant health one year after birth. Recent studies have shown the ...

Toxic masculinity: Y chromosome contributes to a shorter lifespan in male flies

Toxic masculinity: Y chromosome contributes to a shorter lifespan in male flies
2021-04-22
Males may have shorter lifespans than females due to repetitive sections of the Y chromosome that create toxic effects as males get older. These new findings appear in a study by Doris Bachtrog of the University of California, Berkeley published April 22 in PLOS Genetics. In humans and other species with XY sex chromosomes, females often live longer than males. One possible explanation for this disparity may be repetitive sequences within the genome. While both males and females carry these repeat sequences, scientists have suspected that the large number of repeats ...

Cannabis use disorder rate rose among pregnant women between 2001-2012

2021-04-22
A study of almost 5 million live births in California by researchers at the Herbert Wertheim School of Public Health and Human Longevity Science at University of California San Diego reports that babies born to mothers diagnosed with cannabis use disorder were more likely to experience negative health outcomes, such as preterm birth and low birth weight, than babies born to mothers without a cannabis use disorder diagnosis. The findings are published online in the April 22, 2021 issue of the journal Addiction. The National Institute on Drug Abuse, part of the National Institutes of Health, funded the study. Cannabis use disorder is a diagnostic term with specific criteria that defines continued cannabis use despite ...

Anti-aging compound improves muscle glucose metabolism in people

Anti-aging compound improves muscle glucose metabolism in people
2021-04-22
A natural compound previously demonstrated to counteract aspects of aging and improve metabolic health in mice has clinically relevant effects in people, according to new research at Washington University School of Medicine in St. Louis. A small clinical trial of postmenopausal women with prediabetes shows that the compound NMN (nicotinamide mononucleotide) improved the ability of insulin to increase glucose uptake in skeletal muscle, which often is abnormal in people with obesity, prediabetes or Type 2 diabetes. NMN also improved expression of genes that are involved in muscle structure and remodeling. However, the treatment did not lower blood glucose or blood pressure, improve blood lipid profile, increase insulin sensitivity in the liver, reduce fat ...

What does 1.5 °C warming limit mean for China?

2021-04-22
As part of the Paris Agreement, nearly all countries agreed to take steps to limit the average increase in global surface temperature to less than 2 °C, or preferably 1.5 °C, compared with preindustrial levels. Since the Agreement was adopted, however, concerns about global warming suggest that countries should aim for the "preferable" warming limit of 1.5 °C. What are the implications for China of trying to achieve this lower limit? Prof. DUAN Hongbo from the University of Chinese Academy of Sciences and Prof. WANG Shouyang from the Academy of Mathematics and Systems Science of the Chinese Academy ...

Researchers trace spinal neuron family tree

Researchers trace spinal neuron family tree
2021-04-22
LA JOLLA--(April 22, 2021) Spinal cord nerve cells branching through the body resemble trees with limbs fanning out in every direction. But this image can also be used to tell the story of how these neurons, their jobs becoming more specialized over time, arose through developmental and evolutionary history. Salk researchers have, for the first time, traced the development of spinal cord neurons using genetic signatures and revealed how different subtypes of the cells may have evolved and ultimately function to regulate our body movements. The findings, published in ...

International research teams explore genetic effects of Chernobyl radiation

2021-04-22
In two landmark studies, researchers have used cutting-edge genomic tools to investigate the potential health effects of exposure to ionizing radiation, a known carcinogen, from the 1986 accident at the Chernobyl nuclear power plant in northern Ukraine. One study found no evidence that radiation exposure to parents resulted in new genetic changes being passed from parent to child. The second study documented the genetic changes in the tumors of people who developed thyroid cancer after being exposed as children or fetuses to the radiation released by the accident. The findings, published around the ...

Scientists uncover a molecule that can help coronavirus escape antibodies

2021-04-22
Researchers have found that a natural molecule can effectively block the binding of a subset of human antibodies to SARS-CoV-2. The discovery may help explain why some COVID-19 patients can become severely ill despite having high levels of antibodies against the virus. In their research, published in Science Advances today (22 April 2021), teams from the Francis Crick Institute, in collaboration with researchers at Imperial College London, Kings College London and UCL (University College London), found that biliverdin and bilirubin, natural molecules present in the body, can suppress the ...

Scientists unmask new neutralizing antibody target on SARS-CoV-2 spike protein

2021-04-22
Researchers have identified another potential target for neutralizing antibodies on the SARS-CoV-2 Spike protein that is masked by metabolites in the blood. As a result of this masking, the target may be inaccessible to antibodies, because they must compete with metabolite molecules to bind to the otherwise open region, the study authors speculate. This competitive binding activity may represent another method of immune evasion by the SARS-CoV-2 virus. Although further validation work is needed, the findings suggest that strategies to unmask this region - thus making it more visible and accessible to antibodies - may help lead to new vaccine designs. ...

Why the human body has not evolved to make childbirth easier -- or has it?

Why the human body has not evolved to make childbirth easier -- or has it?
2021-04-22
AUSTIN, Texas -- Despite advances in medicine and technology, childbirth isn't likely to get much easier on women from a biological perspective. Engineers at The University of Texas at Austin and University of Vienna revealed in new research a series of evolutionary trade-offs that have created a near-perfect balance between supporting childbirth and keeping organs intact on a day-to-day basis. Human reproduction is unique because of the comparatively tight fit between the birth canal and baby's head, and it is likely to stay that way because of these competing biological imperatives. The size of the pelvic floor and canal is key to keeping this balance. These opposing duties have constrained the ability of the pelvic floor to evolve over time to make childbirth easier because doing ...

A new method for fighting 'cold' tumors

2021-04-22
Not all cancerous tumors are created equal. Some tumors, known as "hot" tumors, show signs of inflammation, which means they are infiltrated with T cells working to fight the cancer. Those tumors are easier to treat, as immunotherapy drugs can then amp up the immune response. "Cold" tumors, on the other hand, have no T-cell infiltration, which means the immune system is not stepping in to help. With these tumors, immunotherapy is of little use. It's the latter type of tumor that researchers Michael Knitz and radiation oncologist and University of Colorado Cancer Center member Sana Karam, MD, PhD, address in new research published this week in the Journal for ImmunoTherapy of Cancer. Working with mouse models in Karam's specialty area of head and neck cancers, Knitz and ...

Mars has right ingredients for present-day microbial life beneath its surface, study finds

Mars has right ingredients for present-day microbial life beneath its surface, study finds
2021-04-22
PROVIDENCE, R.I. [Brown University] -- As NASA's Perseverance rover begins its search for ancient life on the surface of Mars, a new study suggests that the Martian subsurface might be a good place to look for possible present-day life on the Red Planet. The study, published in the journal Astrobiology, looked at the chemical composition of Martian meteorites -- rocks blasted off of the surface of Mars that eventually landed on Earth. The analysis determined that those rocks, if in consistent contact with water, would produce the chemical energy needed to support microbial communities similar to those that survive in the unlit depths of the Earth. Because these meteorites may be representative ...

COVID-19 vaccine development built on >$17 billion in NIH funding for vaccine technologies

COVID-19 vaccine development built on >$17 billion in NIH funding for vaccine technologies
2021-04-22
The unprecedented development of COVID-19 vaccines less than a year after discovery of this virus was enabled by more than $17 billion of research on vaccine technologies funded by the NIH prior to the pandemic, according to new research from Bentley University's Center for Integration of Science and Industry. The article, titled "NIH funding for vaccine readiness before the COVID-19 pandemic," demonstrates the critical role this broad foundation of government-funded research plays in ensuring vaccine readiness. The report, published today in the journal Vaccine, ...

Blacks, hispanics, impoverished have worse survival rates among teens, adults under 40 with cancer

Blacks, hispanics, impoverished have worse survival rates among teens, adults under 40 with cancer
2021-04-22
DALLAS - April 22, 2021 - Being Black or Hispanic, living in high-poverty neighborhoods, and having Medicaid or no insurance coverage are associated with higher mortality in men and women under 40 with cancer, a review by UT Southwestern Medical Center researchers found. "Survival is not different because of biology. It's not different because of patient-level factors," says Caitlin Murphy, Ph.D., lead author of the study and an assistant professor of population and data sciences and internal medicine at UT Southwestern. "No matter which way we looked at the data, we still saw consistent and alarming differences in survival by race - and these are teens and young adults." Other findings based on an ...

Can machine learning improve debris flow warning?

2021-04-22
Machine learning could provide up an extra hour of warning time for debris flows along the Illgraben torrent in Switzerland, researchers report at the Seismological Society of America (SSA)'s 2021 Annual Meeting. Debris flows are mixtures of water, sediment and rock that move rapidly down steep hills, triggered by heavy precipitation and often containing tens of thousands of cubic meters of material. Their destructive potential makes it important to have monitoring and warning systems in place to protect nearby people and infrastructure. In her presentation at SSA, Ma?gorzata Chmiel of ETH Zürich described a machine learning approach to detecting and alerting against debris flows for the Illgraben torrent, a site in the European Alps that experiences significant debris flows and torrential ...

3D printed models provide clearer understanding of ground motion

3D printed models provide clearer understanding of ground motion
2021-04-22
It seems like a smooth slab of stainless steel, but look a little closer, and you'll see a simplified cross-section of the Los Angeles sedimentary basin. Caltech researcher Sunyoung Park and her colleagues are printing 3D models like the metal Los Angeles proxy to provide a novel platform for seismic experiments. By printing a model that replicates a basin's edge or the rise and fall of a topographic feature and directing laser light at it, Park can simulate and record how seismic waves might pass through the real Earth. In her presentation at the Seismological Society of America (SSA)'s 2021 Annual Meeting, Park explained why these physical models can address some of the drawbacks of numerical modeling of ground motion in some cases. Small-scale, complex structures in ...

Ground and satellite observations map building damage after Beirut explosion

2021-04-22
Days after the 4 August 2020 massive explosion at the port of Beirut in Lebanon, researchers were on the ground mapping the impacts of the explosion in the port and surrounding city. The goal was to document and preserve data on structural and façade damage before rebuilding, said University of California, Los Angeles civil and environmental engineer Jonathan Stewart, who spoke about the effort at the Seismological Society of America (SSA)'s 2021 Annual Meeting. The effort also provided an opportunity to compare NASA Jet Propulsion Laboratory satellite surveys of the blast effects with data collected from the ground surveys. Stewart and his colleagues concluded that satellite-based Damage Proxy Maps were effective at identifying severely damaged buildings and undamaged ...

Stress test finds cracks in the resistance of harmful hospital bugs

Stress test finds cracks in the resistance of harmful hospital bugs
2021-04-22
Research has identified critical factors that enable dangerous bacteria to spread disease by surviving on surfaces in hospitals and kitchens. The study into the mechanisms which enable the opportunistic human pathogen Pseudomonas aeruginosa to survive on surfaces, could lead to new ways of targeting harmful bacteria. To survive outside their host, pathogenic bacteria must withstand various environmental stresses. One mechanism is the sugar molecule, trehalose, which is associated with a range of external stresses, particularly osmotic shock - sudden changes to the salt concentration surrounding cells. Researchers ...

Researchers show how 'theory of mind' influences advertising skepticism

2021-04-22
EUGENE, Ore. -- April 22, 2021 -- Product marketers should be clear in their messaging to avoid customer skepticism that makes them feel duped, according to University of Oregon research. At issue in a new study, published in the Journal of Business Research, was a social-cognitive construct called theory of mind, which considers how well people assess the mental states and apparent goals of others. Developmental psychologists link it to an ability to show empathy. In business, the study, led by former UO doctoral student Elizabeth Minton, showed it also can influence a person's recognition of being persuaded. And that affects a person's evaluation and willingness to buy a product, she found. "There has been some research on adult theory of mind, particularly in understanding ...

Researchers identify predictive factors of delirium in Sub-Saharan Africa

Researchers identify predictive factors of delirium in Sub-Saharan Africa
2021-04-22
Severity of illness, history of stroke, and being divorced or widowed were independently predictive of delirium in hospitalized patients in Zambia, according to a study published in PLOS ONE. A collaborative team of researchers from Vanderbilt University Medical Center and the University of Zambia Teaching Hospital published the risk factors as a follow-up look at the prevalence and impact of delirium, a form of acute brain dysfunction, in lower-resourced hospitals. Findings published in February showed delirium is widespread in patients admitted to the University Teaching Hospital, and the duration of delirium predicted both mortality and disability at six months after discharge. The studies represent ...

MERS DNA vaccine induces immunity, protects from virus challenge in preclinical model

MERS DNA vaccine induces immunity, protects from virus challenge in preclinical model
2021-04-22
PHILADELPHIA -- (April 22, 2021) -- A synthetic DNA vaccine candidate for Middle East respiratory syndrome coronavirus (MERS-CoV) developed at The Wistar Institute induced potent immune responses and afforded protective efficacy in non-human primate (NHP) models when given intradermally in abbreviated, low-dose immunization regimen. A similar vaccine candidate was previously shown to be safe and tolerable with a three-dose intramuscular injection regimen in a recently completed human phase 1 study and is currently in expanded studies of phase 1/2a trial. ...
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