Evidence map›Paper›PMID 41569463›Full record

ArticleHormones (Athens, Greece)2026

Pseudohypoaldosterism: demystification using network medicine and proposed diagnostic panels.

Styliani Geronikolou, George P Chrousos

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Article in Hormones (Athens, Greece), 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

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Styliani GeronikolouUniversity Research Institute of Maternal and Child Health and Precision Medicine and UNESCO Chair on Adolescent Health Care, National and Kapodistrian University of Athens, Levadias 8, Athens, 11527, Greece. sgeronik@bioacademy.gr.ORCID http://orcid.org/0000-0003-1227-5274
George P ChrousosUniversity Research Institute of Maternal and Child Health and Precision Medicine and UNESCO Chair on Adolescent Health Care, National and Kapodistrian University of Athens, Levadias 8, Athens, 11527, Greece. chrousos@gmail.com.ORCID http://orcid.org/0000-0002-3098-5264

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposePseudohypoaldosteronism (PHA) is a rare hereditary channelopathy characterized by renal tubular dysfunction that impairs sodium reabsorption and promotes excessive potassium retention. This imbalance often results in life-threatening electrolyte disturbances during infancy, although symptoms tend to improve with age. The disease has distinct genetic forms, most commonly linked to pathogenic variants in genes encoding epithelial sodium channel (ENaC) subunits, the mineralocorticoid receptor gene NR3C2, and the CUL3, WNK1, WNK4, or KLHL3 genes. More recently, cases involving digenic co-expression defects have been reported, suggesting a broader molecular pathogenic basis. The objective of this study was to investigate the underlying mechanisms of PHA and to assess whether additional genetic contributors may participate in disease pathogenesis.

methodsA systems medicine approach was applied, combining interaction network construction with enrichment analyses.

resultsA high confidence interactome consisting of 53 nodes was generated, with CALM3 and SCN2A identified as central hubs. Enrichment analysis highlighted biological processes and pathways related to membrane depolarization, sodium ion transport, aldosterone-regulated sodium reabsorption, and gene expression in renal tissue. Two diagnostic panels were designed, namely, PHA-X (NGS-based incorporating CNV detection and ACMG/AMP curation) and PHA-4T (disease-specific databases).

conclusionFindings support the conception of PHA as a network-level disorder rather than resulting from isolated mutations, offering new perspectives for diagnosis and therapy development.

Indexed as

Gene Regulatory NetworksPseudohypoaldosteronismHumansChannelopathyMolecular interactions networkNetwork medicinePHA diagnostic panelsSystems epidemiology

Identifiers

PMID41569463

What Socratic holds

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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.