Biology subjects

Machado, R. A.

Publications and source records attributed to Machado, R. A..

3 recordsLinked to original sources

bioRxiv2024

A resource to enable chemical biology and drug discovery of WDR Proteins

Protein class-focused drug discovery has a long and successful history in pharmaceutical research, yet most members of druggable protein families remain unliganded, often for practical reasons. Here we combined experiment and computation to enable discovery of ligands for WD40 repeat (WDR) proteins, one of the largest human protein families. This resource includes expression clones, purification protocols, and a comprehensive assessment of the druggability for hundreds of WDR proteins. We solved 21 high resolution crystal structures, and have made available a suite of biophysical, biochemical, and cellular assays to facilitate the discovery and characterization of small molecule ligands. To this end, we use the resource in a hit-finding pilot involving DNA-encoded library (DEL) selection followed by machine learning (ML). This led to the discovery of first-in-class, drug-like ligands for 9 of 20 targets. This result demonstrates the broad ligandability of WDRs. This extensive resource of reagents and knowledge will enable further discovery of chemical tools and potential therapeutics for this important class of proteins.

biochemistry↗

bioRxiv2019

Yellow Fever Vaccine Protects Resistant and Susceptible Mice Against Zika Virus Infection

Zika virus (ZIKV) emerged as an important infectious disease agent in Brazil in 2016. Infection usually leads to mild symptoms but severe congenital neurological disorders and Guillain-Barre syndrome have been reported following ZIKV exposure. The development of an effective vaccine against Zika virus is a public health priority, encouraging the preclinical and clinical studies of different vaccine strategies. Here, we describe the protective effect of an already licensed attenuated yellow fever vaccine (17DD) on type-I interferon receptor knockout mice (A129) and immunocompetent (BALB/c) mice infected with ZIKV. Yellow fever virus vaccination results in robust protection against ZIKV, with decreased mortality in the A129 mice, a reduction in the cerebral viral load in all mice, and weight loss prevention in the BALB/c mice. Despite the limitation of yellow fever (17DD) vaccine to elicit antibody production and neutralizing activity against ZIKV, we found that YF immunization prevented the development of neurological impairment induced by intracerebral virus inoculation in adult. Although we used two vaccine doses in our protocol, a single dose was protective, reducing the cerebral viral load. Different Zika virus vaccine models have been tested; however, our work shows that an efficient and certified vaccine, available for use for several decades, effectively protects mice against Zika virus infection. These findings open the possibility for using an available and inexpensive vaccine to a large-scale immunization in the event of a Zika virus outbreak.

immunology↗

bioRxiv2018

Entomopathogenic nematodes increase predation success by inducing specific cadaver volatiles that attract healthy herbivores

Herbivore natural enemies, including predators, parasitoids and parasites, protect plants by regulating herbivore populations. Some parasites can increase their transmission efficiency by manipulating host behavior. Whether natural enemies can manipulate herbivore behavior to increase top-down control, however, is unknown. Here, we investigate if and how the entomopathogenic nematode Heterorhabditis bacteriophora, an important biocontrol agent, modulates the behavior of the western corn rootworm, Diabrotica virgifera virgifera, a major maize pest, and how these behavioral changes affect the capacity of the nematode to control the rootworm. We found that healthy rootworm larvae are attracted to nematode-infected cadavers shortly before the emergence of the next generation of nematodes. Nematode-infected rootworms release distinct volatile bouquets, including butylated hydroxytoluene (BHT), which attracts rootworms to infected cadavers. In a soil setting, BHT attracts rootworms and reduces nematode resistance, resulting in increased infection rates and rootworm mortality as well as increased nematode reproductive success. Five out of seven tested insect species were found to be attracted to nematode-infected conspecifics, suggesting that attraction of healthy hosts to nematode-infected cadavers is widespread. This study reveals a new facet of the biology of entomopathogenic nematodes that increases their capacity to control a major root pest by increasing the probability of host encounters.

ecology↗