# Customers

[![First page of the Lacticaseibacillus paracasei bacteriocin genomics study by Romyasamit and colleagues, published in Antibiotics.](https://proteiniq.io/_next/image?url=%2Fimages%2Fcustomers%2Fpalm-sugar-bacteriocin-ramachandran-plot.webp&w=1920&q=75&dpl=dpl_FrEvnVm4etjzekkitD3X6SH5J8Tm) Antimicrobial peptides · Oct 11, 2026 ## Anti-MRSA bacteriocin models checked with Ramachandran plots Researchers in Thailand used ProteinIQ's Ramachandran plot tool to validate AlphaFold3 models of bacteriocin candidates from anti-MRSA palm sugar bacteria. Antibiotics · Walailak University](https://proteiniq.io/customers/palm-sugar-bacteriocin-ramachandran-plot)[![First page of The presence and impact of G-quadruplexes in plant chloroplast DNA, published in BMC Plant Biology.](https://proteiniq.io/_next/image?url=%2Fimages%2Fcustomers%2Fchloroplast-dna-controls-random-dna.webp&w=1920&q=75&dpl=dpl_FrEvnVm4etjzekkitD3X6SH5J8Tm) Genomics · Sep 20, 2026 ## Testing chloroplast DNA patterns with DNAGenIQ controls Researchers used DNAGenIQ to create random DNA controls and test whether chloroplast sequence patterns reflected more than GC content. BMC Plant Biology · Institute of Biophysics of the Czech Academy of Sciences](https://proteiniq.io/customers/chloroplast-dna-controls-random-dna)[![First page of the PET-hydrolysing lipase study by Muñoz-Tafalla and colleagues, published in Microbial Biotechnology.](https://proteiniq.io/_next/image?url=%2Fimages%2Fcustomers%2Fpet-lipase-accessibility-sasa.webp&w=1920&q=75&dpl=dpl_FrEvnVm4etjzekkitD3X6SH5J8Tm) Enzyme discovery · Sep 20, 2026 ## Comparing PET-active lipase surfaces with the SASA calculator Researchers used ProteinIQ's SASA calculator to compare active-site accessibility in lipases investigated for PET hydrolysis. Microbial Biotechnology · Barcelona Supercomputing Center and ICP-CSIC](https://proteiniq.io/customers/pet-lipase-accessibility-sasa)[![How PepGate narrowed 30 peptides to one lead](https://proteiniq.io/_next/image?url=%2Fimages%2Fcustomers%2Face-inhibitor-peptide-stability.webp&w=1920&q=75&dpl=dpl_FrEvnVm4etjzekkitD3X6SH5J8Tm) Published research · Aug 16, 2026 ## How PepGate narrowed 30 peptides to one lead ProteinIQ stability screening helped researchers compare AI-designed ACE inhibitors before biochemical and animal testing. Journal of Medicinal Chemistry · Zhejiang University](https://proteiniq.io/customers/ace-inhibitor-peptide-stability)[![Insect antimicrobial peptide structures predicted with Chou-Fasman](https://proteiniq.io/_next/image?url=%2Fimages%2Fcustomers%2Finsect-antimicrobial-peptides-chou-fasman.webp&w=1920&q=75&dpl=dpl_FrEvnVm4etjzekkitD3X6SH5J8Tm) Antimicrobial peptides · Jul 21, 2026 ## Insect antimicrobial peptide structures predicted with Chou-Fasman Researchers used ProteinIQ's Chou-Fasman tool to predict secondary structures for five insect-derived antimicrobial peptide candidates before experimental testing. Antibiotics · Jiangsu Academy of Agricultural Sciences](https://proteiniq.io/customers/insect-antimicrobial-peptides-chou-fasman)[![Coa6-CoQ10 binding site modeled with Protenix](https://proteiniq.io/_next/image?url=%2Fimages%2Fcustomers%2Fcoa6-coq10-binding-protenix.webp&w=1920&q=75&dpl=dpl_FrEvnVm4etjzekkitD3X6SH5J8Tm) Structure prediction · May 3, 2026 ## Coa6-CoQ10 binding site modeled with Protenix Researchers used Protenix to model how CoQ10 binds Coa6 in a mouse study of mitochondrial memory impairment. Translational Neurodegeneration · The Fourth Military Medical University](https://proteiniq.io/customers/coa6-coq10-binding-protenix)[![Anticancer plant peptides profiled with ProteinIQ](https://proteiniq.io/_next/image?url=%2Fimages%2Fcustomers%2Fanticancer-peptide-properties-protein-parameters.webp&w=1920&q=75&dpl=dpl_FrEvnVm4etjzekkitD3X6SH5J8Tm) Peptide analysis · Apr 8, 2026 ## Anticancer plant peptides profiled with ProteinIQ Researchers in Poland used ProteinIQ to compute physicochemical properties of bioactive peptides derived from in silico hydrolysis of anticancer plant antimicrobial peptides. International Journal of Molecular Sciences · University of Life Sciences in Lublin](https://proteiniq.io/customers/anticancer-peptide-properties-protein-parameters)[![Molecules review recommends GNINA and PocketFlow for enzyme engineering](https://proteiniq.io/_next/image?url=%2Fimages%2Fcustomers%2Fai-enzyme-engineering-gnina-pocketflow.webp&w=1920&q=75&dpl=dpl_FrEvnVm4etjzekkitD3X6SH5J8Tm) Enzyme engineering · Apr 7, 2026 ## Molecules review recommends GNINA and PocketFlow for enzyme engineering A comprehensive Molecules review of AI-driven enzyme engineering cited ProteinIQ as a recommended interface for GNINA and PocketFlow molecular docking tools. Molecules · University College Dublin](https://proteiniq.io/customers/ai-enzyme-engineering-gnina-pocketflow)[![Halogenated auxin lipophilicity profiled with molecular descriptors](https://proteiniq.io/_next/image?url=%2Fimages%2Fcustomers%2Fhalogenated-auxins-lipophilicity-molecular-descriptors.webp&w=1920&q=75&dpl=dpl_FrEvnVm4etjzekkitD3X6SH5J8Tm) Small molecule · Apr 7, 2026 ## Halogenated auxin lipophilicity profiled with molecular descriptors Russian chemists used ProteinIQ's Molecular Descriptors tool to calculate lipophilicity for a series of novel halogenated alkylphenoxyacetic acids tested as synthetic plant growth regulators. International Journal of Molecular Sciences · Gubkin University, Moscow, Russia](https://proteiniq.io/customers/halogenated-auxins-lipophilicity-molecular-descriptors)[![Tilapia amnoonvirus PB2 proteins validated with MolProbity](https://proteiniq.io/_next/image?url=%2Fimages%2Fcustomers%2Famnoonvirus-pb2-validation-molprobity.webp&w=1920&q=75&dpl=dpl_FrEvnVm4etjzekkitD3X6SH5J8Tm) Structure validation · Apr 6, 2026 ## Tilapia amnoonvirus PB2 proteins validated with MolProbity Researchers at Michigan State University used ProteinIQ's MolProbity app to validate predicted 3D structures of divergent amnoonvirus PB2 proteins from Egyptian Nile tilapia. Microorganisms · Michigan State University](https://proteiniq.io/customers/amnoonvirus-pb2-validation-molprobity)