Evidence map›Paper›PMID 40255258›Full record

ArticleIn silico pharmacology2025

Isoelectric point, net charge and amino acid analysis of experimentally validated therapeutic antibodies.

Anil Kumar Nagraj, Riya Patel, Akshata Gavade, Roylan Pais, Pratibha Verma, Jaspal Patil

Abstract read
In one paragraph

Article in In silico pharmacology, 2025. 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

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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

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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. DNA-directed assembly of multivalent lipid nanoparticles for targeted T cell gene delivery.Journal of controlled release : official journal of the Controlled Release Society · 2026
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4 · The record

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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

6 authors.

Anil Kumar NagrajInnoplexus Consulting Services Pvt Ltd, Floor 7 th, Midas Tower, Rajiv Gandhi Infotech Park, Hinjawadi, Pune, Maharashtra 411057 India.
Riya PatelInnoplexus Consulting Services Pvt Ltd, Floor 7 th, Midas Tower, Rajiv Gandhi Infotech Park, Hinjawadi, Pune, Maharashtra 411057 India.
Akshata GavadeInnoplexus Consulting Services Pvt Ltd, Floor 7 th, Midas Tower, Rajiv Gandhi Infotech Park, Hinjawadi, Pune, Maharashtra 411057 India.
Roylan PaisInnoplexus Consulting Services Pvt Ltd, Floor 7 th, Midas Tower, Rajiv Gandhi Infotech Park, Hinjawadi, Pune, Maharashtra 411057 India.
Pratibha VermaInnoplexus Consulting Services Pvt Ltd, Floor 7 th, Midas Tower, Rajiv Gandhi Infotech Park, Hinjawadi, Pune, Maharashtra 411057 India.
Jaspal PatilInnoplexus Consulting Services Pvt Ltd, Floor 7 th, Midas Tower, Rajiv Gandhi Infotech Park, Hinjawadi, Pune, Maharashtra 411057 India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The isoelectric point (pI) of an antibody is known to affect its non-specific interactions and repulsive self-interactions. However, analytical outcomes for the pI of a large number of therapeutic antibodies remain unexplored. In this study, we explored the pI and net charge of variable heavy (VH), variable light (VL), CDR (complementarity determining regions) and whole IgG on a large number of therapeutic antibodies, additionally amino acids distribution in the CDR regions were also analyzed. A total of 708 experimentally validated antibodies from the Thera-SAbDab database were analyzed in this study. Analysis of the antibody dataset showed that the pI of the whole IgG sequence is between 5 and 9, while the majority was in the intermediate range between 7 and 9 (86.7%). The charge had a wide range from - 10 to 12, with the majority falling between the charges 2-6 (53.4%). However, the combined pI score of the CDRs of light chains (60%) as well as for the heavy chains (67%) was observed in the range of 4-6. The amino acid composition analysis of CDR regions revealed that most of the amino acids in the light chain are uncharged-polar (46.3%) followed by hydrophobic-aliphatic (28.4%), while in the heavy chain; it is hydrophobic-aliphatic (35.2%) followed by uncharged-polar (24.6%). In conclusion, the pI and net charge analysis of therapeutic antibodies are crucial for understanding pharmacokinetic properties. Moreover, amino acid composition of the light and heavy chain CDR regions has a significant impact on the pI and charge of the entire IgG antibody. Supplementary Information: The online version contains supplementary material available at 10.1007/s40203-025-00356-y.

Indexed as

Amino acidsAntibody engineeringCDRTherapeutic antibodyThera-SAbDab

Identifiers

PMID40255258
PMCPMC12006645

What Socratic holds

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Registered trials

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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.