The Simplex Things In Life: Utilizing Artificial Intelligence Models to Better Understand Autism

Autism Spectrum Disorder, or ASD, is nothing if not unique.

The way ASD manifests itself in people is unique; although it most often presents as some form of variable impairment in social interaction and communication, each individual has behaviors and habits that are as unique to them as snowflakes are to one another.

ASD has also proven itself to be a uniquely challenging disorder to study. In the past decade, de novo (new) mutations have been identified as key contributors to causality of ASD. However, the majority of these identified de novo mutations are located in protein-coding genes, which comprise only 1–2% of the entire human genome.

Up to this point, a majority of previous research has focused on identifying mutations located in the 20,000 identified genes in the protein-coding region, which would seem like a promising approach. Genes are the genetic blueprints for creating proteins, which control and perform crucial tasks in our bodies, such as fighting off infections, communicating between your organs, tissues, and cells as chemical messengers, and regulating your blood sugar levels. It seems like basic math: Genes + Mutations = Mutated Proteins. Mutated Proteins = Disrupted Protein Function.

However, it has been observed that all the known genes that are ASD-associated can explain only a minor fraction of new autism cases, and it is estimated that known de novo mutations in the protein-coding region contribute to not more than 30% of cases for individuals who have no family history of autism (better known as simplex ASD). This provides evidence to suggest mutations contributing to autism must additionally occur elsewhere in the genome. Continue reading “The Simplex Things In Life: Utilizing Artificial Intelligence Models to Better Understand Autism”

A BiT or BRET, Which is Better?

Now that Promega is expanding its offerings of options for examining live-cell protein interactions or quantitation at endogenous protein expression levels, we in Technical Services are getting the question about which option is better. The answer is, as with many assays… it depends! First let’s talk about what are the NanoBiT and NanoBRET technologies, and then we will provide some similarities and differences to help you choose the assay that best suits your individual needs.

Continue reading “A BiT or BRET, Which is Better?”

Promega Partnering with UC-Davis Drought-Resistant Rice Project

The Foundation for Food and Agriculture Research (FFAR) announced on November 30 that they are awarding $1M to a project based at the University of California, Davis, to study protein kinases of rice plants. The team is led by Dr. Pamela Ronald, a leading expert in plant genetics who has engineered disease- and flood-resistant rice. This project aims to address the growing agricultural problem of water scarcity by gaining a better understanding of the role kinases play in enabling drought-resistance. Promega will be supporting this research by providing NanoBRET™ products to help characterize kinase inhibitors.

Principal Investigator Pamela Ronald, Ph.D. Photo Credit: Deanne Fitzmaurice

The research team will begin by screening over 1,000 human kinase inhibitors to determine which ones do interact with the plant kinome and, if applicable, which kinase(s) they inhibit. Once the compound library has been established, the team will assess the inhibitors’ phenotypic effects on rice to identify kinases that, when inhibited, positively impact root growth and development. The long-term goal is to use these findings to engineer drought-resistant rice.

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Research Teams Demonstrate Bivalent Binding of a Novel Bromodomain Protein Inhibitor

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Today’s blog is written by guest blogger Kristin Huwiler from our Cellular Analysis and Proteomics Group.

Two research collaborations, one in Europe and a second in the US, have just published in Nature Chemical Biology (1,2) on the identification of BET inhibitors (bi-BETs) that bind via a bivalent mechanism to both bromodomains of BRD4. These bivalent chemical inhibitors exhibit high cellular potency and affinity relative to their monovalent predecessors. By developing high-affinity ligands that engage both bromodomains simultaneously within BRD4, the authors illustrate a concept that may be applicable in the development of selective, potent ligands for other multi-domain proteins. Here we review the work presented in the Waring et al. paper using the Promega NanoBRET™ Technologies to characterize the mechanism of action of their bivalent probe.

The bromodomain and extraterminal (BET) sub-family are some of the most studied bromodomain-containing proteins (3). The BET subfamily of proteins contain two separate bromodomains. BRD4 is one well studied member of the BET sub-family. Several small molecule inhibitors that target BRD4 have been developed as potential therapeutics for various cancers with promising initial studies, but to date are all monovalent, binding each bromodomain of the BET family members separately (2).

Continue reading “Research Teams Demonstrate Bivalent Binding of a Novel Bromodomain Protein Inhibitor”

Interrogating Protein Interactions: An Infographic for NanoBRET™ Assay Design

Yesterday my fellow blogger, Kari, posted a review of the ACS Chemical Biology paper describing a new BRET platform for analyzing protein-protein interactions. If you are interested in studying induction and inhibition of protein interactions in real time, take a look at the infographic below to learn how to develop a NanoBRET™ Assay to monitor your protein of interest.

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About the Development of an Improved BRET Assay: NanoBRET

"Protein BRD4 PDB 2oss" by Emw - Own work. Licensed under CC BY-SA 3.0 via Wikimedia Commons - https://commons.wikimedia.org/wiki/File:Protein_BRD4_PDB_2oss.png#/media/File:Protein_BRD4_PDB_2oss.png
“Protein BRD4 PDB 2oss” by Emw – Own work. Licensed under CC BY-SA 3.0 via Wikimedia Commons – https://commons.wikimedia.org/wiki/File:Protein_BRD4_PDB_2oss.png#/media/File:Protein_BRD4_PDB_2oss.png

One of the more exciting reporter molecules technologies available came online in the past year, with the launch of the Promega NanoBRET™ technology. While it’s easy for me, a science writer at Promega, to brag, seriously, this is a very cool protein interactions tool.

A few of the challenges facing protein-protein interactions researchers include:

  • The ability to quantitatively characterize protein-protein interactions
  • Ability to examine protein-protein interactions in situ, in the context of the living cell

A goal of the NanoBRET™ developers was to improve the sensitivity and dynamic range of traditional BRET technology, in order to address these challenges.

In May 2015 these researchers published an article outlining their efforts to create NanoBRET technology in ACS Chemical Biology, in an article entitled, “NanoBRET—A Novel BRET Platform for the Analysis of Protein-Protein Interactions”. Here is a brief look at their work.

Continue reading “About the Development of an Improved BRET Assay: NanoBRET”

If We Could But Peek Inside the Cell …Quantifying, Characterizing and Visualizing Protein:Protein  Interactions

14231183 WB MS Protein Interactions Hero Image 600x214

Robert Hooke first coined the term “cell” after observing  plant cell walls through a light microscope—little empty chambers, fixed in time and space. However,  cells are anything but fixed.

Cells are dynamic: continually responding to a shifting context of time, environment, and signals from within and without. Interactions between the macromolecules within cells, including proteins, are ever changing—with complexes forming, breaking up, and reforming in new ways. These interactions provide a temporal and special framework for the work of the cell, controlling gene expression, protein production, growth, cell division and cell death.

Visualizing and measuring protein:protein interactions at the level of the cell without perturbing them is the goal of every cell biologist.

A recent article by Thomas Machleidt et al. published in ACS Chemical Biology, describes a new technology that brings us closer to being able to realize that goal.

Continue reading “If We Could But Peek Inside the Cell …Quantifying, Characterizing and Visualizing Protein:Protein  Interactions”

Uncovering Protein Autoinhibition Using NanoBRET™ Technology

13305818-protein ligand

In a study published in Proceedings of the National Academy of Sciences USA article, Wang et al. used the principle of the Promega NanoBRET™ assay to understand how ERK1/2 phosphorylation of Rabin8, a guanine nucleotide exchange factor, influenced its configuration and subsequent activation of Rab8, a protein that regulates exocytosis.

Crystal structure of GDP-boudn Rab8:Rabin8 ImageSource=RCSB PDB; StructureID=4lhy; DOI=http://dx.doi.org/10.2210/pdb4lhy/pdb;
Crystal structure of GDP-boudn Rab8:Rabin8 ImageSource=RCSB PDB; StructureID=4lhy; DOI=http://dx.doi.org/10.2210/pdb4lhy/pdb;

Rab8 is a member of the Rab family of small GTPases and an important regulator of membrane trafficking from the trans Golgi network and recycling endosomes to the plasma membrane. Wang et al. were interested in learning how the guanine nucleotide exchange factor (GEF) Rabin8, a known activator of Rab8, was itself activated to better understand how Rab8 and exocytosis were regulated in the cell. First, they confirmed if the consensus extracellular-signal-regulated kinases ERK1/2 phosphorylation motif uncovered in Rabin8 resulted in phosphorylation of Rabin8. Both in vitro analysis and cell-based assays confirmed that ERK1/2 phosphorylated Rabin8. Next, the GEF activity of Rabin8 was assessed to determine if ERK1/2 phosphorylation activated the GEF. Researchers confirmed activation of Rabin8 GEF in vitro.

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Detecting Inhibition of Protein Interactions in vivo

Protein Interactions with NanoBRET

In a paper published in the September 2014 issue of ACS Medicinal Chemistry Letters, researchers from GlaxoSmithKline in the UK and Germany report on the discovery, binding mode and structure:activity relationship of a potent BRPF1 (bromodomain and PHD finger containing protein family) inhibitor. This paper came to our attention as it is one of the first publications to apply Promega NanoBRET technology in an vivo assay that reversibly measures the interaction of protein partners. The technology enabled the identification of a novel inhibitor compound that disrupts the chromatin binding of this relatively unstudied class of bromodomain proteins.

What exactly are bromodomains and why do they matter?
Bromodomains are regions (~100 amino acids) within chromatin regulator proteins that recognize and “read” acetylated lysine residues on histones. These acetylated lysines act as docking stations for regulatory protein complexes via binding of the bromodomain region. Because of their role in chromatin binding and gene regulation, bromodomains have attracted interest as potential targets for anti-cancer treatments. Although some bromodomain-containing proteins (e.g., those in the bromodomain and extraterminal domain (BET) subfamily) are well characterized and have been identified as potential therapeutic targets, others are less well understood.

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Shedding Light on Protein:Protein Interactions with NanoBRET™ Technique

NanoBRET™ TechnologyIf you are trying to investigate protein:protein interactions inside cells, you know how important physiologically relevant results are. If you overload your cells with fusion constructs, your protein interactions may not actually reflect what is going on in the cell, and if your BRET energy donor and acceptor do not have sufficiently separated spectra, you can pick up a fair amount of noise in your experiment. Using the new superbright NanoLuc® Luciferase, and the HaloTag® Technology, we have developed a sensitive BRET system to help you take a better look specific protein interactions that interest you. Promega research scientist, Danette Daniels, describes the system in the Chalk Talk below: