Evidence map›Paper›PMID 40725210›Full record

ArticleInternational journal of molecular sciences2025

Bioinformatic Analysis of the Leptin-Ob-R Interface: Structural Modeling, Thermodynamic Profiling, and Stability in Diverse Microenvironments.

Gabriel I Ortega-López, Francisco Reyes-Espinosa, Víctor Eric López-Y-López, Claudia G Benítez-Cardoza

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Gabriel I Ortega-LópezLaboratorio de Investigación Bioquímica y Biofísica Computacional, ENMH, Instituto Politécnico Nacional, Gustavo A. Madero, Ciudad de México 07320, Mexico.ORCID 0009-0001-2093-5968
Francisco Reyes-EspinosaDepartamento de Ingeniería Ambiental, Tecnológico Nacional de México/ITS de Comalcalco, Tabasco 86650, Mexico.ORCID 0000-0003-0727-8251
Víctor Eric López-Y-LópezLaboratorio de Bioprocesos y Biocatálisis, CIBA-Instituto Politécnico Nacional, Sta. Inés Tecuexcomac-Tepetitla, Tlaxcala 90700, Mexico.ORCID 0000-0002-1885-2901
Claudia G Benítez-CardozaLaboratorio de Investigación Bioquímica y Biofísica Computacional, ENMH, Instituto Politécnico Nacional, Gustavo A. Madero, Ciudad de México 07320, Mexico.ORCID 0000-0002-7841-5711

Funding

SECIHTI 896810SIP-IPN-México 20241613, 20250232, 20242851 and 20250327
6 · The paper itself

Abstract

Leptin is an adipocyte-derived hormone that orchestrates different physiological processes, including energy balance, thermogenesis, immune regulation, reproduction, and tissue remodeling. These effects are mediated through interaction with the CRH2 domain of the leptin receptor (Ob-R). While the structural aspects of the interaction between leptin and Ob-R have been first studied in humans and mice, comparative analyses of stability across mammalian species under physiologically relevant microenvironmental conditions remain limited. We performed a bioinformatics-driven structural, stability, and thermodynamic characterization of the leptin-CRH2 complex. This included structural homology modeling using a full-length template, interface mapping, and binding energy estimation. Additionally, we analyzed the effect of pH, ionic strength, and temperature on complex formation to mimic physiological and pathological tissue conditions to enhance clarity in the structural features and stability of the complex. Our results show that the interaction is primarily enthalpy-driven and is sensitive to temperature, ionic strength, and pH changes for all heterodimers analyzed here. The predicted binding free energy (ΔG) ranged from -10.50 to -16.81 kcal/mol across species. The integrated bioinformatic analyses suggest that subtle sequence variations influence the stability and environmental responsiveness of the complex. This study provides a molecular framework for understanding how leptin-Ob-R binding adapts across species and tissue contexts.

Indexed as

Computational BiologyLeptinReceptors, LeptinAnimalsHumansHydrogen-Ion ConcentrationMiceModels, MolecularOsmolar ConcentrationProtein BindingProtein StabilityTemperatureThermodynamicsLeptinReceptors, Leptinbinding free energy changeimmunometabolismleptinleptin receptorthermodynamic stabilitytissue microenvironment

Identifiers

PMID40725210
PMCPMC12295314

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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 OpenQuestion graph.