Machine Learning News and Research

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Tokyo Tech Researchers Discover How Surface Chemistry can Influence Adhesion of Bacterial Cells

The biofilm-forming bacteria E. coli adheres firmly to hydrophobic and hydrophilic protein-adsorbing self-assembling monolayers (SAMs) and weakly to hydrophilic protein-resisting SAMs, uncovered a recent study by Tokyo Tech researchers.

8 May 2023

Innate Tumor Suppression Mechanism Uncovered

The p53 gene is one of the most important in the human genome: the only role of the p53 protein that this gene encodes is to sense when a tumor is forming and to kill it.

5 May 2023

Study Reveals That Transcriptional Buffering Occurs in Rett Syndrome Nerve Cells

Every cell in our body is able to turn genes (DNA) on or off, producing RNA, but when genes are 'turned on' to the wrong level it can result in a variety of health conditions.

3 May 2023

Deep Learning Model for Label-Free Identification of Different Cancer Cells

Cancer cells that initiate metastasis, or the spread of the disease from its primary location, are different from cancer cells that stay in the original tumor. Distinguishing metastasis-initiating cell types can determine the severity of cancer and help medical practitioners decide on a course of treatment.

3 May 2023

How Bacteria Take Action to Break Out of Dormancy

Solving a riddle that has confounded biologists since bacterial spores -; inert, sleeping bacteria -; were first described more than 150 years ago, researchers at Harvard Medical School have discovered a new kind of cellular sensor that allows spores to detect the presence of nutrients in their environment and quickly spring back to life.

2 May 2023

The Origins of Human Accelerated Regions

Large parts of the human genome were changed over a million years ago due to a random event during egg or sperm formation that resulted in the deletion, duplication, or reversal of sections of DNA. Investigators have demonstrated that those structural variants likely set off a cascade of other fast alterations in human DNA that may underpin unique human traits, particularly the brain.

28 Apr 2023

Interpretable Machine Learning Framework Helps Optimize Chromosome Design and Synthesis

Artificially synthesizing genomes has numerous applications, including medical research and industrial strains. Scientists are continuously progressing in the depth and breadth of genome design and synthesis, from Craig Venter’s team’s synthesis of the artificial life JCVI-syn1.0 in 2010 to the rewriting and synthesis of the prokaryotic E. coli genome, and the Sc2.0 project’s artificial synthesis of the yeast genome.

26 Apr 2023

Research Proposes a Totally New Way to Think About Agriculture

On November 15, 2022, the 8 billionth person on the planet was born. With concerns about food security on the rise, experts are asking: how will we feed everyone? Climate change, natural resource depletion, soil erosion, and fossil fuel use in farming make the task even more challenging. We need to do something differently, but what?

13 Apr 2023

Customized AI-driven gut microbiome study to classify colorectal cancer

A diverse community of several bacterial species that are crucial to human health constitute the gut microbiome. Changes in the gut microbiota have been linked to a range of diseases recently, most notably colorectal cancer (CRC), according to researchers across a variety of domains.

5 Apr 2023

Machine learning reveals the complexities of difficulties in designer chromosome synthesis

Artificially synthesizing genomes has several applications, including medical research and industrial strains.

28 Mar 2023

LabWare - Pittcon press conference 10a Rm 201B

LabWare® announces today at Pittcon 2023, the premier annual conference on laboratory science, that it is making data science and machine learning foundational to its software.

From LabWare, Inc. 22 Mar 2023

Using PET and electron microscopy to generate 3D maps of mitochondrial networks in lung tumors

Scientists have long known that mitochondria, the "powerhouses" of cells, play a crucial role in the metabolism and energy production of cancer cells.

16 Mar 2023

Merging cryo-TEM and tomography methods to reveal 3D morphology of dendrites

Documenting the lithiation process in TEM can provide a deep understanding of the electrode degradation mechanism during battery cycling, which enhances material modification for improved performance. The research was guided by Prof. Dong Su (Institute of Physics, Chinese Academy of Sciences).

15 Mar 2023

Gut microbiome may modulate the efficacy of CAR-T cell cancer immunotherapy

Scientists from German Cancer Research Center (DKFZ), together with colleagues from Germany, Israel, and the USA, have found that the gut microbiome may modulate the efficacy of CAR-T cellular immunotherapy CAR-T cells in patients with B cell lymphomas.

14 Mar 2023

Understanding the relationship between gut microbiome and CAR T-cell therapy response

Microorganisms live in or on almost every part of the human body and play an important role in the regulation of normal human processes. As a result, changes in the number or type of microorganisms, also known as the microbiome, can contribute to disease and altered responses to therapy, including cancer treatment.

14 Mar 2023

Neural-network-based image recognition models for examining SCC defects

Scientists from Tokyo Metropolitan University have used machine learning to automate the identification of defects in sister chromatid cohesion. They trained a convolutional neural network (CNN) with microscopy images of individual stained chromosomes, identified by researchers as having or not having cohesion defects. After training, it was able to successfully classify 73.1% of new images. Automation promises better statistics, and more insight into the wide range of disorders which cause cohesion defects.

14 Mar 2023

Innovative method to quickly identify bacteria in fluids

Shine a laser on a drop of blood, mucus, or wastewater, and the light reflecting back can be used to positively identify bacteria in the sample.

3 Mar 2023

Lieber Institute awarded $1 million grant to foster racial diversity across neuroscience

The Lieber Institute for Brain Development has received a $1 million, two-year grant from the Chan Zuckerberg Initiative to support the work of the African Ancestry Neuroscience Research Initiative (AANRI) to promote racial equity throughout the field of neuroscience.

28 Feb 2023

Insilico Medicine: IND application for first generative AI-designed drug for COVID-19 approved

Insilico Medicine, a clinical-stage biotech company powered by generative AI, today announces that China National Medical Products Administration (NMPA) has approved the Investigational New Drug (IND) application for ISM3312, an orally available 3CLpro inhibitor generated and designed with the support of Insilico's proprietary generative chemistry platform Chemistry42 for the treatment of COVID-19.

24 Feb 2023

Artificial intelligence creates proteins to hasten chemical reactions

Scientists have for the first time utilized machine learning to design whole new enzymes, which are proteins that quicken chemical reactions. In the realm of protein design, this is a crucial development since new enzymes can find several applications in both industrial manufacture and medicine.

23 Feb 2023

Machine Learning News and Research

Tokyo Tech Researchers Discover How Surface Chemistry can Influence Adhesion of Bacterial Cells

Innate Tumor Suppression Mechanism Uncovered

Study Reveals That Transcriptional Buffering Occurs in Rett Syndrome Nerve Cells

Deep Learning Model for Label-Free Identification of Different Cancer Cells

How Bacteria Take Action to Break Out of Dormancy

The Origins of Human Accelerated Regions

Interpretable Machine Learning Framework Helps Optimize Chromosome Design and Synthesis

Research Proposes a Totally New Way to Think About Agriculture

Customized AI-driven gut microbiome study to classify colorectal cancer

Machine learning reveals the complexities of difficulties in designer chromosome synthesis

LabWare - Pittcon press conference 10a Rm 201B

Using PET and electron microscopy to generate 3D maps of mitochondrial networks in lung tumors

Merging cryo-TEM and tomography methods to reveal 3D morphology of dendrites

Gut microbiome may modulate the efficacy of CAR-T cell cancer immunotherapy

Understanding the relationship between gut microbiome and CAR T-cell therapy response

Neural-network-based image recognition models for examining SCC defects

Innovative method to quickly identify bacteria in fluids

Lieber Institute awarded $1 million grant to foster racial diversity across neuroscience

Insilico Medicine: IND application for first generative AI-designed drug for COVID-19 approved

Artificial intelligence creates proteins to hasten chemical reactions

Driving Support for Pharmaceutical Testing Through Continuous Innovation

From Memory to Metaplasticity: Unraveling the Brain's Secrets

Revolutionizing Mass Spectrometry: A Deep Dive into Plasmion’s SICRIT® Technology

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