Evidence map›Paper›PMID 41857499›Full record

ArticleBMC microbiology2026

In silico comparative proteomics and structural analysis of Theileria species reveals conserved druggable targets for anti-theilerial therapy.

Hizbullah Khan, Iqra Akbar, Uzaima Ibrahim, Haoyuan Lun, Bin Liu, Abdul Malik, Mohammad Shamsul Ola, Guangxian Xu, Asifullah Khan, Kaisong Huang

Abstract readComparative Study
In one paragraph

Article in BMC microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. From Benign Parasite to Emerging Pathogen: A Review ofAnimals : an open access journal from MDPI · 2026
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Hizbullah Khan *Laboratory of Hepatobiliary Surgery, Hepatobiliary and pancreatic surgery, Zhanjiang Key Laboratory of Metabolic Disease Research, The Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China.
Iqra Akbar *Department of Biochemistry, Abdul Wali Khan University Mardan (AWKUM), Mardan, 23200, Pakistan.
Uzaima IbrahimDepartment of Biochemistry, Abdul Wali Khan University Mardan (AWKUM), Mardan, 23200, Pakistan.
Haoyuan LunGuangdong Provincial Key Laboratory of Medical Immunology and Molecular Diagnostics, School of Medical Technology, Guangdong Medical University, Dongguan, China.
Bin LiuLaboratory of Hepatobiliary Surgery, Hepatobiliary and pancreatic surgery, Zhanjiang Key Laboratory of Metabolic Disease Research, The Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China.
Abdul MalikDepartment of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia.
Mohammad Shamsul OlaDepartment of Biochemistry, College of Science, King Saud University, Riyadh, Saudi Arabia.
Guangxian XuLaboratory of Hepatobiliary Surgery, Hepatobiliary and pancreatic surgery, Zhanjiang Key Laboratory of Metabolic Disease Research, The Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China.
Asifullah KhanDepartment of Biochemistry, Abdul Wali Khan University Mardan (AWKUM), Mardan, 23200, Pakistan. asif@awkum.edu.pk.
Kaisong HuangLaboratory of Hepatobiliary Surgery, Hepatobiliary and pancreatic surgery, Zhanjiang Key Laboratory of Metabolic Disease Research, The Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China. kaisong@gdmu.edu.cn.

Funding

King Saud University, Riyadh, Saudi Arabia Ongoing Research Funding Program (ORF-2026-376)
6 · The paper itself

Abstract

Theileriosis, a tick-borne disease caused by apicomplexan parasites of the genus Theileria, poses a major constraint to livestock productivity worldwide. Existing chemotherapeutics are increasingly limited by host toxicity and emerging resistance, underscoring the need for parasite-specific interventions. In this study, we integrated comparative proteomics, subtractive genomics, and structure-based modeling to systematically identify conserved and novel druggable targets across four clinically important Theileria species (T. parva, T. annulata, T. orientalis Fish Creek, and T. orientalis Goon Nure). Sequence clustering and orthologous analysis yielded 15,439 unique proteins, from which 2,753 were identified as evolutionarily conserved across all species. Host-homology filtering against the Bos taurus proteome excluded 1,688 shared sequences, and integration with essential gene datasets revealed 69 parasite-specific proteins crucial for survival. The top three enzymes, ubiquitin carboxyl-terminal hydrolase (UCH), phosphatidylinositol 3/4-kinase (PI3/PI4K), and DNA polymerase A, were prioritized based on evolutionary conservation, functional essentiality, and predicted druggability. Three-dimensional structural models of these targets were refined and validated for stereochemical accuracy and energetic reliability. Virtual screening of small-molecule libraries identified potent lead candidates (CIDs 163724724, 22409369, and 91149393) exhibiting strong binding affinities within the catalytic sites of the respective proteins. Molecular dynamics simulations using GROMACS over 100-ns further confirmed stable protein-ligand interactions, reflected by minimal RMSD fluctuations (~ 1.3–2.5Å), consistent compactness, and persistent hydrogen bonding. These findings demonstrate that the complexes are energetically stable and maintain their conformations, supporting the suitability of the identified targets and their lead inhibitors. Overall, this integrative approach offers a validated framework for developing anti-Theileria drugs and emphasizes the importance of evolutionarily conserved, host non-homologous proteins as promising initial targets for rational therapeutic development against Theileria infections.

Indexed as

Antiprotozoal AgentsProteomicsProtozoan ProteinsTheileriaTheileriasisAnimalsComputational BiologyComputer SimulationProteomeAntiprotozoal AgentsProteomeProtozoan ProteinsAnti-Parasitic Drug TargetsComparative ProteomicsEssential GenesMolecular Dynamics SimulationStructural BioinformaticsTheileria Spp

Identifiers

PMID41857499
PMCPMC13127025

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.