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Network-based framework for studying etiology and phenotypic diversity in primary ciliopathies

Lookup NU author(s): Ruxandra Neatu, Mohamed Al-Hamed, Professor John SayerORCiD

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This work is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0).


Publication metadata

Author(s): Aarts EM, Laman Trip DS, Neatu R, Martin CG, Riley B, Kraus A, Green A, Al-Hamed MH, Armstrong RE, Sayer JA, Bachmann-Gagescu R, Beltrao P

Publication type: Article

Publication status: Published

Journal: Genome Biology

Year: 2026

Volume: 27

Online publication date: 19/02/2026

Acceptance date: 03/12/2025

Date deposited: 07/05/2026

ISSN (electronic): 1474-760X

Publisher: Springer Nature

URL: https://doi.org/10.1186/s13059-025-03899-7

DOI: 10.1186/s13059-025-03899-7

Data Access Statement: Code is freely available on [https://www.github.com/eaarts/networkPropagation] and on Zenodo with DOI: [https://doi.org/10.5281/zenodo.17633403] under the MIT license [76]. The network propagation and all subsequent analysis were performed using R software (v.4.2.1) as described in the methods. continued please see article DAS

PubMed id: 41715205


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Funding

Funder referenceFunder name
E.M.A. is supported by Personalized Health and Related Technologies (PHRT) 2022–374
J.A.S is funded by Kidney Research UK (Paed_RP_001_20180925, RP_007_20210729) the Northern Counties Kidney Research Fund (20/01)
J.A.S is funded by European Union’s Horizon Europe research and innovation program and from UKRI under grant agreement No: 101080717 (TheRaCil).
J.A.S. is funded by LifeArc, MRC (MR/Y007808/1)
R.B.-G. received grants from the Swiss National Science Foundation (310030_220012 and 31RD30_213722).
P.B. is supported by the Helmut Horten Stiftung and the ETH Zurich Foundation.

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