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Record W3164926790

Structural Characterization of Aspartic Proteases Involved in Invasion and Egress of Apicomplexan Pathogens P. Falciparum and T.gondii

2020· article· en· W3164926790 on OpenAlexaff
Pooja Kesari, Anuradha Deshmukh, Nikhil Pahelkar, Ishan Rathore, Vandana Mishra, Huogen Xiao, Alla Gustchina, Alexander Wlodawer, Rickey Y. Yada, Prasenjit Bhaumik

Bibliographic record

VenueSSRN Electronic Journal · 2020
Typearticle
Languageen
FieldImmunology and Microbiology
TopicToxoplasma gondii Research Studies
Canadian institutionsUniversity of British ColumbiaUniversity of Guelph
Fundersnot available
KeywordsProteasesBiologyPlasmodium falciparumMicrobiologyToxoplasma gondiiPlasmodium (life cycle)VirologyMalariaBiochemistryEnzymeImmunologyParasite hosting
DOInot available

Abstract

fetched live from OpenAlex

The phylum apicomplexan includes a variety of obligate intracellular parasites responsible for causing different deadly diseases in humans. P. falciparum is the most lethal Plasmodium species causing human malaria. Additionally, Toxoplasma gondii causes Toxoplasmosis leading to miscarriages and birth defects. These diseases are global burden as they cause millions of deaths worldwide. There is a need for development of potent and long lasting drugs against these parasites due to emergence of drug-resistance. Invasion, egress, and growth of the parasites are important stages of their life cycle for their survival and dissemination of the infection in human. Pepsin-like aspartic proteases have been shown to be involved in the invasion and egress process of Plasmodium and Toxoplasma species, and are considered as excellent drug-targets. Therefore, blocking the function of these aspartic proteases would aid in development of effective therapeutic strategies to control these diseases. Plasmepsin IX (PfPMIX) and Plasmepsin X (PfPMX) are pepsin-like aspartic proteases from Plasmodium involved in the invasion and egress. Similarly, Toxoplasma gondii aspartic proteases III (TgASPIII) which is homologous to PfPMIX and PfPMX also acts as maturase. These proteases are involved in activation of downstream protein cascade of invasion and egress. Until now, no structural information is available for these proteases. Understanding the molecular basis of the functional properties of these proteases would lead to the development of effective chemotherapeutic agents to combat these diseases. Therefore, to unravel the molecular insights into the interaction of these proteins the homology models of the PfPMX and TgASPIII were built. Docking was done to screen known HIV-1 and BACE protease inhibitors. MD simulation studies were performed for enzyme bound inhibitors with highest affinity. The structures of PfPMX and TgASPIII have the typical pepsin-like aspartic proteases fold and the characteristics catalytic motifs DTGS in N-terminal and DTGT in Cterminal in PfPMX (DSGT in TgASPIII), required for optimal activity in acidic pH conditions; and a flap formed by the loop region of the beta-hairpin. The residues from the flap and the two conserved catalytic motifs form the active site. The flap is involved in regulating the opening and closing of the enzyme and thereby influencing substrate specificity. In comparison to other pepsin-like aspartic proteases, a phenylalanine mutation in place of tyrosine is observed in the flap of the PfPMX and TgASPIII. The PfSUB1 (SML/EVE) substrate cleavage site in PfPMX is oriented in a manner that the backbone carbonyl of the P1Leu-GluP1' lies in a catalytically favorable position of two active site aspartates (Asp29 and Asp220). Similar orientation of TgROP1 was observed in TgASPIII. All the screened molecules are well-stabilized in the pocket with proper hydrogen bonds and hydrophobic interactions; and their hydroxyl group pointing towards the catalytic aspartates. Our structural analysis provides detailed insights into the substrate binding pocket of the PfPMX and TgASPIII, hence would be helpful in designing potent inhibitors of these proteases. Biochemical studies of the identified molecules are in-progress and further optimization of the candidate molecules will be done to design molecule having crossreactivity towards both the proteases.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.024
GPT teacher head0.250
Teacher spread0.225 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2020
Admission routes1
Has abstractyes

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