Flagellar pocket receptors as entry point for protein-based drugs against kinetoplastid parasites

Lucila Attala , Cecilia Vernetti , Elvio Rodríguez Araya

Exploration of Drug Science ›› 2026, Vol. 4 ›› Issue (1) : 1008179

PDF (3932KB)
Exploration of Drug Science ›› 2026, Vol. 4 ›› Issue (1) :1008179 DOI: 10.37349/eds.2026.1008179
Original Article
research-article
Flagellar pocket receptors as entry point for protein-based drugs against kinetoplastid parasites
Author information +
History +
PDF (3932KB)

Abstract

Aim: Kinetoplastids are flagellated protozoa encompassing multiple parasitic species responsible for severe neglected diseases. Although treatments exist, therapeutic failure and toxic side effects underscore the need for innovative drug development. Recent advances in protein design have accelerated the creation of small protein modules with specific functions, known as miniproteins, with broad pharmacological applications. However, their intrinsic inability to cross biological membranes limits their use against intracellular targets. This work aims to propose and computationally explore a modular delivery strategy that exploits the flagellar pocket (FP) as an entry route to deliver protein-based therapeutics into the parasites.

Methods: Using experimentally determined structures of three FP receptors, we applied a motif-scaffolding pipeline combining RFdiffusion, ProteinMPNN, and AlphaFold2-multimer to design de novo miniprotein modules capable of mimicking the natural cargo recognized by each receptor. Candidate designs were evaluated using a scoring function integrating minimum interaction predicted aligned error (miPAE) and backbone root mean square deviation (RMSD) across five predicted models per design.

Results: The design campaign yielded different outcomes depending on the target. For the transferrin receptor, 67 candidates surpassed the established in silico success thresholds, a pool expected to contain multiple experimentally validated binders. For the invariable surface glycoprotein 65, 17 candidates met the criteria, constituting a tractable experimental panel. Lastly, the haptoglobin-hemoglobin receptor proved a challenging target, with no candidates clearly surpassing both thresholds, likely due to the hydrophilic nature of its binding interfaces and the requirement for direct heme coordination.

Conclusions: This work provides a structural rationale for a novel receptor-mediated intracellular delivery paradigm in kinetoplastid parasites, offering a computational pipeline for generating miniprotein modules ready for experimental validation. We further outline how these delivery modules could be integrated into modular protein-based drugs incorporating protease recognition sequences, cell-penetrating peptides, and subcellular localization signals, laying the conceptual ground for a new therapeutic approach against these neglected diseases.

Keywords

kinetoplastids / flagellar pocket / miniproteins / protein design / protein-based inhibitors / protein binders / structural bioinformatics

Cite this article

Download citation ▾
Lucila Attala, Cecilia Vernetti, Elvio Rodríguez Araya. Flagellar pocket receptors as entry point for protein-based drugs against kinetoplastid parasites. Exploration of Drug Science, 2026, 4 (1) : 1008179 DOI:10.37349/eds.2026.1008179

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Rijo—Ferreira F, Takahashi JS. Sleeping Sickness: A Tale of Two Clocks. Front Cell Infect Microbiol. 2020; 10: 525097.

[2]

Pérez—Molina JA, Molina I. Chagas disease. Lancet. 2018; 391: 82-94.

[3]

Burza S, Croft SL, Boelaert M. Leishmaniasis — Authors’ reply. Lancet. 2019; 393: 872—3.

[4]

Emergency guidance on use of licensed Ebola vaccine during current outbreak [Internet]. WHO; c2026 [cited 2026 Jun 7]. Available from: https://www.who.int/

[5]

Lutje V, Probyn K, Seixas J, Bergman H, Villanueva G. Chemotherapy for second—stage human African trypanosomiasis: drugs in use. Cochrane Database Syst Rev. 2021; 12: CD015374.

[6]

Pérez—Molina JA, Crespillo—Andújar C, Bosch—Nicolau P, Molina I. Trypanocidal treatment of Chagas disease. Enferm infecc microbiol clin (Engl ed,). 2021; 39: 458-70.

[7]

Taslimi Y, Zahedifard F, Rafati S. Leishmaniasis and various immunotherapeutic approaches. Parasitology. 2016; 145: 497-507.

[8]

Geiger A, Bossard G, Sereno D, Pissarra J, Lemesre JL, Vincendeau P, et al. Escaping Deleterious Immune Response in Their Hosts: Lessons from Trypanosomatids. Front Immunol. 2016; 7: 212.

[9]

Matovu E, Seebeck T, Enyaru JC, Kaminsky R. Drug resistance in spp., the causative agents of sleeping sickness in man and nagana in cattle. Microbes Infect. 2001; 3: 763—70.

[10]

Campos MC, Leon LL, Taylor MC, Kelly JM. Benznidazole—resistance in Trypanosoma cruzi: Evidence that distinct mechanisms can act in concert. Mol Biochem Parasitol. 2014; 193: 17-9.

[11]

Jumper J, Evans R, Pritzel A, Green T, Figurnov M, Ronneberger O, et al. Highly accurate protein structure prediction with AlphaFold. Nature. 2021; 596: 583—9.

[12]

Baek M, McHugh R, Anishchenko I, Jiang H, Baker D, DiMaio F. Accurate prediction of protein—nucleic acid complexes using RoseTTAFoldNA. Nat Methods. 2023; 21: 117-21.

[13]

Baek M, DiMaio F, Anishchenko I, Dauparas J, Ovchinnikov S, Lee GR, et al. Accurate prediction of protein structures and interactions using a three—track neural network. Science. 2021; 373: 871-6.

[14]

Abramson J, Adler J, Dunger J, Evans R, Green T, Pritzel A, et al. Accurate structure prediction of biomolecular interactions with AlphaFold 3. Nature. 2024; 630: 493-500.

[15]

Watson JL, Juergens D, Bennett NR, Trippe BL, Yim J, Eisenach HE, et al. De novo design of protein structure and function with RFdiffusion. Nature. 2023; 620: 1089—100.

[16]

Dauparas J, Anishchenko I, Bennett N, Bai H, Ragotte RJ, Milles LF, et al. Robust deep learning—based protein sequence design using ProteinMPNN. Science. 2022; 378: 49-56.

[17]

Notin P, Rollins N, Gal Y, Sander C, Marks D. Machine learning for functional protein design. Nat Biotechnol. 2024; 42: 216-28.

[18]

Graham F. Daily briefing: AlphaFold developers share Nobel Prize in Chemistry. Nature. 2024;[Epub ahead of print].

[19]

Muratspahić E, Feldman D, Kim DE, Qu X, Bratovianu AM, Rivera—Sánchez P, et al. De novo design of miniprotein agonists and antagonists targeting G protein—coupled receptors. bioRxiv [Preprint]. 2025 [cited 2026 Jun 7]. Available from: https://www.biorxiv.org/content/10.1101/2025.03.23.644666v3

[20]

Lee J, Case JB, Park YJ, Ravichandran R, Asarnow D, Tortorici MA, et al. The computationally designed TRI2—2 miniprotein inhibitor protects against multiple SARS—CoV—2 Omicron variants. Commun Biol. 2026; 9: 224.

[21]

Chazin—Gray AM, Thompson TR, Lopatto EDB, Magala P, Erickson PW, Hunt AC, et al. De Novo Design of Miniprotein Inhibitors of Bacterial Adhesins. bioRxiv [Preprint]. 2025 [cited 2026 Jun 7]. Available from: https://www.biorxiv.org/content/10.1101/2025.08.18.670751v1

[22]

Ciesiołkiewicz A, Lizandra Perez J, Skalniak L, Noceń P, Berlicki Ł. Miniprotein engineering for inhibition of PD—1/PD—L1 interaction. Protein Sci. 2024; 33: e5106.

[23]

Berger S, Seeger F, Yu TY, Aydin M, Yang H, Rosenblum D, et al. Preclinical proof of principle for orally delivered Th17 antagonist miniproteins. Cell. 2024; 187: 4305—17.e18.

[24]

Borges AR, Link F, Engstler M, Jones NG. The Glycosylphosphatidylinositol Anchor: A Linchpin for Cell Surface Versatility of Trypanosomatids. Front Cell Dev Biol. 2021; 9: 720536.

[25]

Cunha—E—Silva NLD, Alcantara CL, Pereira MG, De Souza W. Three Hungry Tryps: the efficient endocytic pathway of pathogenic trypanosomatids. Trends Parasitol. 2025; 41: 560-71.

[26]

Field MC, Carrington M. The trypanosome flagellar pocket. Nat Rev Microbiol. 2009; 7: 775-86.

[27]

Kortemme T. De novo protein design—From new structures to programmable functions. Cell. 2024; 187: 526—44.

[28]

Zhao Y, Jiang H, Yu J, Wang L, Du J. Engineered Histidine—Rich Peptides Enhance Endosomal Escape for Antibody—Targeted Intracellular Delivery of Functional Proteins. Angew Chem Int Ed. 2023; 62: e202304692.

[29]

Canela—Pérez I, López—Villaseñor I, Mendoza L, Cevallos AM, Hernández R. Nuclear localization signals in trypanosomal proteins. Mol Biochem Parasitol. 2019; 229: 15-23.

[30]

Trevor CE, Gonzalez—Munoz AL, Macleod OJS, Woodcock PG, Rust S, Vaughan TJ, et al. Structure of the trypanosome transferrin receptor reveals mechanisms of ligand recognition and immune evasion. Nat Microbiol. 2019; 4: 2074-81.

[31]

Macleod OJS, Cook AD, Webb H, Crow M, Burns R, Redpath M, et al. Invariant surface glycoprotein 65 of Trypanosoma brucei is a complement C3 receptor. Nat Commun. 2022; 13: 5085.

[32]

Varadi M, Anyango S, Deshpande M, Nair S, Natassia C, Yordanova G, et al. AlphaFold Protein Structure Database: massively expanding the structural coverage of protein—sequence space with high—accuracy models. Nucleic Acids Res. 2021; 50: D439-44.

[33]

Lane—Serff H, MacGregor P, Lowe ED, Carrington M, Higgins MK. Structural basis for ligand and innate immunity factor uptake by the trypanosome haptoglobin—haemoglobin receptor. eLife. 2014; 3: e05553.

[34]

Stødkilde K, Torvund—Jensen M, Moestrup SK, Andersen CB. Structural basis for trypanosomal haem acquisition and susceptibility to the host innate immune system. Nat Commun. 2014; 5: 5487.

[35]

Evans R, O’Neill M, Pritzel A, Antropova N, Senior A, Green T, et al. Protein complex prediction with AlphaFold—Multimer. bioRxiv [Preprint]. 2022 [cited 2026 Jun 7]. Available from: https://www.biorxiv.org/content/10.1101/2021.10.04.463034v2.abstract

[36]

Mirdita M, Schütze K, Moriwaki Y, Heo L, Ovchinnikov S, Steinegger M. ColabFold: making protein folding accessible to all. Nat Methods. 2022; 19: 679-82.

[37]

Bryant P, Pozzatti G, Elofsson A. Improved prediction of protein—protein interactions using AlphaFold2. Nat Commun. 2022; 13: 1265.

[38]

Reyes—López M, Piña—Vázquez C, Serrano—Luna J. Transferrin: Endocytosis and Cell Signaling in Parasitic Protozoa. BioMed Res Int. 2015; 2015: 641392.

[39]

Kariuki CK, Stijlemans B, Magez S. The Trypanosomal Transferrin Receptor of Trypanosoma Brucei—A Review. Trop Med Infect Dis. 2019; 4: 126.

[40]

Ansari I, Basak R, Mukhopadhyay A. Hemoglobin Endocytosis and Intracellular Trafficking: A Novel Way of Heme Acquisition by Leishmania. Pathogens. 2022; 11: 585.

[41]

Lima MF, Villalta F. Trypanosoma cruzi receptors for human transferrin and their role. Mol Biochem Parasitol. 1990; 38: 245-52.

[42]

Eger I, Soares MJ. Endocytosis in Trypanosoma cruzi (Euglenozoa: Kinetoplastea) epimastigotes: Visualization of ingested transferrin—gold nanoparticle complexes by confocal laser microscopy. J Microbiol Methods. 2012; 91: 101-5.

[43]

Corrêa JR, Atella GC, Batista MM, Soares MJ. Transferrin uptake in Trypanosoma cruzi is impaired by interference on cytostome—associated cytoskeleton elements and stability of membrane cholesterol, but not by obstruction of clathrin—dependent endocytosis. Exp Parasitol. 2008; 119: 58-66.

[44]

Sülzen H, Began J, Dhillon A, Kereïche S, Pompach P, Votrubova J, et al. Cryo—EM structures of Trypanosoma brucei gambiense ISG65 with human complement C3 and C3b and their roles in alternative pathway restriction. Nat Commun. 2023; 14: 2403.

[45]

Ziegelbauer K, Overath P. Identification of invariant surface glycoproteins in the bloodstream stage of Trypanosoma brucei. J Biol Chem. 1992; 267: 10791—6.

[46]

Chung WL, Leung KF, Carrington M, Field MC. Ubiquitylation is Required for Degradation of Transmembrane Surface Proteins in Trypanosomes. Traffic. 2008; 9: 1681-97.

[47]

Lidani KCF, Bavia L, Ambrosio AR, de Messias—Reason IJ. The Complement System: A Prey of Trypanosoma cruzi. Front Microbiol. 2017; 8: 607.

[48]

Chan A, Ayala JM, Alvarez F, Piccirillo C, Dong G, Langlais D, et al. The role of Leishmania GP63 in the modulation of innate inflammatory response to Leishmania major infection. PLOS ONE. 2021; 16: e0262158.

[49]

Tripodi KE, Menendez Bravo SM, Cricco JA. Role of Heme and Heme—Proteins in Trypanosomatid Essential Metabolic Pathways. Enzyme Res. 2011; 2011: 873230.

[50]

Andersen CB, Torvund—Jensen M, Nielsen MJ, de Oliveira CL, Hersleth HP, Andersen NH, et al. Structure of the haptoglobin—haemoglobin complex. Nature. 2012; 489: 456—9.

[51]

Nantasenamat C, Prachayasittikul V, Bulow L. Molecular Modeling of the Human Hemoglobin—Haptoglobin Complex Sheds Light on the Protective Mechanisms of Haptoglobin. PLoS ONE. 2013; 8: e62996.

[52]

Korený L, Lukes J, Oborník M. Evolution of the haem synthetic pathway in kinetoplastid flagellates: An essential pathway that is not essential after all? Int J Parasitol. 2010; 40: 149—56.

[53]

Tevere E, Di Capua CB, Chasen NM, Etheridge RD, Cricco JA. Trypanosoma cruzi heme responsive gene (TcHRG) plays a central role in orchestrating heme uptake in epimastigotes. FEBS J. 2023; 291: 1186-98.

[54]

Horáková E, Changmai P, Vancová M, Sobotka R, Van Den Abbeele J, Vanhollebeke B, et al. The Trypanosoma brucei TbHrg protein is a heme transporter involved in the regulation of stage—specific morphological transitions. J Biol Chem. 2017; 292: 6998-7010.

[55]

Horáková E, Lecordier L, Cunha P, Sobotka R, Changmai P, Langedijk CJM, et al. Heme—deficient metabolism and impaired cellular differentiation as an evolutionary trade—off for human infectivity in Trypanosoma brucei gambiense. Nat Commun. 2022; 13: 7075.

[56]

Cabello—Donayre M, Malagarie—Cazenave S, Campos—Salinas J, Gálvez FJ, Rodríguez—Martínez A, Pineda—Molina E, et al. Trypanosomatid parasites rescue heme from endocytosed hemoglobin through lysosomal HRG transporters. Mol Microbiol. 2016; 101: 895-908.

[57]

Higgins MK, Lane—Serff H, MacGregor P, Carrington M. A Receptor’s Tale: An Eon in the Life of a Trypanosome Receptor. PLOS Pathog. 2017; 13: e1006055.

[58]

Pacesa M, Nickel L, Schellhaas C, Schmidt J, Pyatova E, Kissling L, et al. One—shot design of functional protein binders with BindCraft. Nature. 2025; 646: 483-92.

[59]

Ahern W, Yim J, Tischer D, Salike S, Woodbury SM, Kim D, et al. Atom—level enzyme active site scaffolding using RFdiffusion2. Nat Methods. 2025; 23: 96-105.

[60]

Butcher J, Krishna R, Mitra R, Brent RI, Li Y, Corley N, et al. De novo Design of All—atom Biomolecular Interactions with RFdiffusion3. bioRxiv [Preprint]. 2025 [cited 2026 Jun 7]. Available from: https://www.biorxiv.org/content/10.1101/2025.09.18.676967v2

[61]

Stark H, Faltings F, Choi M, Xie Y, Hur E, O’Donnell T, et al. BoltzGen: Toward Universal Binder Design. bioRxiv [Preprint]. 2026 [cited 2026 Jun 7]. Available from: https://www.biorxiv.org/content/10.1101/2025.11.20.689494v2

[62]

Umaer K, Bush PJ, Bangs JD. Rab11 mediates selective recycling and endocytic trafficking inTrypanosoma brucei. Traffic. 2018; 19: 406-20.

[63]

Vázquez Torres S, Leung PJY, Venkatesh P, Lutz ID, Hink F, Huynh HH, et al. De novo design of high—affinity binders of bioactive helical peptides. Nature. 2023; 626: 435—42.

[64]

Parussini F, García M, Mucci J, Agüero F, Sánchez D, Hellman U, et al. Characterization of a lysosomal serine carboxypeptidase from Trypanosoma cruzi. Mol Biochem Parasitol. 2003; 131: 11-23.

[65]

O’Brien TC, Mackey ZB, Fetter RD, Choe Y, O’Donoghue AJ, Zhou M, et al. A Parasite Cysteine Protease Is Key to Host Protein Degradation and Iron Acquisition. J Biol Chem. 2008; 283: 28934—43.

[66]

Redecke L, Nass K, DePonte DP, White TA, Rehders D, Barty A, et al. Natively Inhibited Trypanosoma brucei Cathepsin B Structure Determined by Using an X—ray Laser. Science. 2013; 339: 227-30.

[67]

Mackey ZB, O’Brien TC, Greenbaum DC, Blank RB, McKerrow JH. A Cathepsin B—like Protease Is Required for Host Protein Degradation in Trypanosoma brucei. J Biol Chem. 2004; 279: 48426-33.

[68]

Datta N. A Review on the Cell—Penetrating Peptides. Cell Ther Eng Connect. 2025; 1: 1.

[69]

Liu J, Heddleston J, Perkins DR, Chen JJH, Ghanbarpour A, Smith BW, et al. Discovery of a new class of cell—penetrating peptides by novel phage display platform. Sci Rep. 2024; 14: 13437.

[70]

Rodríguez Araya E, Martínez Peralta G, Attala L, Boselli V, de Hernández A, da Cunha JPC, et al. Exploring Protein Interactomes Using TurboID—Directed Proximity Labeling and Mass Spectrometry. Methods Mol Biol. 2026; 3013: 315-42.

[71]

Krnáčová K, Vesteg M, Hampl V, Vlček Č, Horváth A. Euglena gracilis and Trypanosomatids Possess Common Patterns in Predicted Mitochondrial Targeting Presequences. J Mol Evol. 2012; 75: 119—29.

[72]

Pendlebury M, Lukeš J, Hammond MJ. You can go your own way: The targeting signals of trypanosomatid parasites. PLOS Pathog. 2025; 21: e1013326.

[73]

Galland N, de Walque S, Voncken FG, Verlinde CL, Michels PA. An internal sequence targets Trypanosoma brucei triosephosphate isomerase to glycosomes. Mol Biochem Parasitol. 2010; 171: 45-9.

[74]

Moyersoen J, Choe J, Fan E, Hol WG, Michels PA. Biogenesis of peroxisomes and glycosomes: trypanosomatid glycosome assembly is a promising new drug target. FEMS Microbiol Rev. 2004; 28: 603—43.

[75]

Vavilis T, Stamoula E, Ainatzoglou A, Sachinidis A, Lamprinou M, Dardalas I, et al. mRNA in the Context of Protein Replacement Therapy. Pharmaceutics. 2023; 15: 166.

[76]

De Giorgi M, Li A, Hurley A, Barzi M, Doerfler AM, Cherayil NA, et al. Targeting the Apoa1 locus for liver—directed gene therapy. Mol Ther — Methods Clin Dev. 2021; 21: 656-69.

[77]

Real F, Florentino PT, Reis LC, Ramos—Sanchez EM, Veras PS, Goto H, et al. Cell—to—cell transfer of Leishmania amazonensis amastigotes is mediated by immunomodulatory LAMP—rich parasitophorous extrusions. Cell Microbiol. 2014; 16: 1549-64.

PDF (3932KB)

0

Accesses

0

Citation

Detail

Sections
Recommended

/