Evidence map›Paper›PMID 42509775›Full record

ArticleBiomolecules2026

Network Topology and Interactomic Analysis Reveal the Regulatory Framework of the Humanin Protein Family (MTRNR2Lx Class).

Mohd Shahzaib, Domenico Aprile, Gianluigi Laporta, Umberto Galderisi, Giovanni Colonna

Abstract read
In one paragraph

Article in Biomolecules, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors.

Mohd ShahzaibDepartment of Experimental Medicine, Biotechnology and Molecular Biology Section, Luigi Vanvitelli Campania University, 80138 Naples, Italy.
Domenico AprileDepartment of Life Sciences, Health and Health Professions, Link Campus University, 00165 Rome, Italy.ORCID 0000-0003-1166-3259
Gianluigi LaportaDepartment of Experimental Medicine, Biotechnology and Molecular Biology Section, Luigi Vanvitelli Campania University, 80138 Naples, Italy.
Umberto GalderisiDepartment of Experimental Medicine, Biotechnology and Molecular Biology Section, Luigi Vanvitelli Campania University, 80138 Naples, Italy.ORCID 0000-0003-0909-7403
Giovanni ColonnaMedical Informatics Unit-AOU L. Vanvitelli, Università della Campania, 80138 Naples, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study presents an in-depth analysis of an interactome comprising approximately 1033 nodes, focusing on its topology, reliability, and functional implications, with particular attention to the small mitochondrial proteins of the Humanin family and their nuclear-encoded MTRNR2Lx paralogs. The analysis, conducted through stringent high-reliability filters and experimentally supported interaction data, produced a curated network model in which approximately 70% of the retained interactions were supported by experimental evidence, providing a solid basis for network-based functional interpretation. The topology of the interactome showed scale-free and modular network characteristics, with hub and bottleneck nodes defining highly connected stress-response and regulatory modules. Humanin-related proteins, positioned at the periphery of the interactome, emerged as candidate modulatory nodes linking peripheral signaling interfaces to broader functional modules. Mitochondrial Humanin may contribute to early cytoprotective responses, including pathways associated with BAX-dependent apoptosis regulation, whereas nuclear MTRNR2Lx proteins appear to be connected to more sustained regulatory networks involving neuroprotection- and apoptosis-associated modules under chronic stress conditions. In particular, the MTRNR2Lx-FPR2/G-protein module, including GNB1, emerged as a candidate signaling interface that may contribute to the downstream organization of Humanin-related responses. This network-based distinction supports the view that Humanin-family peptides may operate as modulators of stress-response networks rather than as isolated effectors of intrinsic mitochondrial functions. Overall, the methodological approach, results, and proposed model provide new insights into the systems-level organization of Humanin biology and identify prioritized molecular candidates for future in vitro and in vivo validation in the context of neurodegeneration, apoptosis, and cellular stress.

Indexed as

Intracellular Signaling Peptides and ProteinsNuclear ProteinsProtein Interaction MapsApoptosisHumansMitochondrial ProteinsSignal TransductionhumaninIntracellular Signaling Peptides and ProteinsMitochondrial ProteinsNuclear Proteinshumanininteractomemitochondrial micropeptidesMTRNR2Lnetwork topology

Identifiers

PMID42509775
PMCPMC13406609

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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.