Evidence map›Paper›PMID 39775710›Full record

ArticleMolecular biotechnology2026

Amino Acids Frequency and Interaction Trends: Comprehensive Analysis of Experimentally Validated Viral Antigen-Antibody Complexes.

Roylan Pais, Anil Kumar Nagraj, Riya Patel, Akshata Gavade, Mohasin Momin, Juergen Scheele, Werner Seiz, Jaspal Patil

Abstract read
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Article in Molecular biotechnology, 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. Article
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

8 authors.

Roylan PaisInnoplexus Consulting Services Pvt Ltd, Floor 7Th, Midas Tower, Rajiv Gandhi Infotech Park, Hinjawadi, Pune, Maharashtra, 411057, India.
Anil Kumar NagrajInnoplexus Consulting Services Pvt Ltd, Floor 7Th, Midas Tower, Rajiv Gandhi Infotech Park, Hinjawadi, Pune, Maharashtra, 411057, India.
Riya PatelInnoplexus Consulting Services Pvt Ltd, Floor 7Th, Midas Tower, Rajiv Gandhi Infotech Park, Hinjawadi, Pune, Maharashtra, 411057, India.
Akshata GavadeInnoplexus Consulting Services Pvt Ltd, Floor 7Th, Midas Tower, Rajiv Gandhi Infotech Park, Hinjawadi, Pune, Maharashtra, 411057, India.
Mohasin MominInnoplexus Consulting Services Pvt Ltd, Floor 7Th, Midas Tower, Rajiv Gandhi Infotech Park, Hinjawadi, Pune, Maharashtra, 411057, India.
Juergen ScheeleInnoplexus AG, Frankfurter Str. 27, 65760, Eschborn, Germany.
Werner SeizInnoplexus AG, Frankfurter Str. 27, 65760, Eschborn, Germany.
Jaspal PatilInnoplexus Consulting Services Pvt Ltd, Floor 7Th, Midas Tower, Rajiv Gandhi Infotech Park, Hinjawadi, Pune, Maharashtra, 411057, India. jaspal.patil@ics.innoplexus.com.ORCID http://orcid.org/0000-0001-6647-5576

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antibodies have specific binding capabilities and therapeutic potential for treating various diseases, including viral infections. The amino acid composition of the hypervariable complementarity determining regions (CDR) loops and the framework regions (FR) are the determining factors for the affinity and therapeutic efficacy of the antibodies. In this study selected and curated, 77 viral antigen-human antibody complexes from Protein data bank from the Thera-SAbdab database were analyzed. The results revealed diversity indices within specific CDR regions, amino acid frequencies, paratope-epitope interactions, bond formations, and bond types among the analyzed viral Ag-Ab complexes. The finding revealed that Ser, Gly, Tyr, Thr, and Phe are prominently present in the antibody CDRs. Analysis of CDR profiles indicated an average amino acid diversity of 60-80% in heavy chain CDRs and 45-60% in light chain CDRs. Aromatic residues, particularly Tyr, Phe, and Trp showed significant involvement in the paratope-epitope interactions in the heavy chain, while Tyr, Ser, and Thr were key contributors in the light chain. Furthermore, the study examined the occurrence of amino acids in both light and heavy chains of viral Ag- human Ab complexes, analyzing the presence of amino acids as single residues, dipeptides and tripeptides. The analysis is crucial for enhancing the antibody engineering processes including, design, optimization, affinity enhancement, and overall antibody development.

Indexed as

Amino AcidsAntibodies, ViralAntigen-Antibody ComplexAntigens, ViralComplementarity Determining RegionsDatabases, ProteinEpitopesHumansImmunoglobulin Light ChainsAmino AcidsAntibodies, ViralAntigen-Antibody ComplexAntigens, ViralComplementarity Determining RegionsEpitopesImmunoglobulin Light ChainsAmino acid frequencyAntigen–antibody complexCDRParatope-epitope interactionsTherapeutic antibodiesThera-SabDabViral antigens

Identifiers

What Socratic holds

Textmetadata
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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 Socratic graph.