Literature DB >> 35652455

Gene expression profiles in sporadic ALS fibroblasts define disease subtypes and the metabolic effects of the investigational drug EH301.

Jasmine A Fels1,2, Gabriella Casalena1, Csaba Konrad1, Holly E Holmes3, Ryan W Dellinger3, Giovanni Manfredi1.   

Abstract

Metabolic alterations shared between the nervous system and skin fibroblasts have emerged in amyotrophic lateral sclerosis (ALS). Recently, we found that a subgroup of sporadic ALS (sALS) fibroblasts (sALS1) is characterized by metabolic profiles distinct from other sALS cases (sALS2) and controls, suggesting that metabolic therapies could be effective in sALS. The metabolic modulators nicotinamide riboside and pterostilbene (EH301) are under clinical development for the treatment of ALS. Here, we studied the transcriptome and metabolome of sALS cells to understand the molecular bases of sALS metabotypes and the impact of EH301. Metabolomics and transcriptomics were investigated at baseline and after EH301 treatment. Moreover, weighted gene coexpression network analysis (WGCNA) was used to investigate the association of the metabolic and clinical features. We found that the sALS1 transcriptome is distinct from sALS2 and that EH301 modifies gene expression differently in sALS1, sALS2 and the controls. Furthermore, EH301 had strong protective effects against metabolic stress, an effect linked to the antiinflammatory and antioxidant pathways. WGCNA revealed that the ALS functional rating scale and metabotypes are associated with gene modules enriched for the cell cycle, immunity, autophagy and metabolic genes, which are modified by EH301. The meta-analysis of publicly available transcriptomic data from induced motor neurons by Answer ALS confirmed the functional associations of genes correlated with disease traits. A subset of genes differentially expressed in sALS fibroblasts was used in a machine learning model to predict disease progression. In conclusion, multiomic analyses highlighted the differential metabolic and transcriptomic profiles in patient-derived fibroblast sALS, which translate into differential responses to the investigational drug EH301.
© The Author(s) 2022. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.

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Year:  2022        PMID: 35652455      PMCID: PMC9558834          DOI: 10.1093/hmg/ddac118

Source DB:  PubMed          Journal:  Hum Mol Genet        ISSN: 0964-6906            Impact factor:   5.121


  96 in total

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Journal:  Nature       Date:  2016-02-10       Impact factor: 49.962

Review 4.  Effect of resveratrol and pterostilbene on aging and longevity.

Authors:  Yi-Rong Li; Shiming Li; Chi-Chien Lin
Journal:  Biofactors       Date:  2017-12-06       Impact factor: 6.113

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Journal:  EMBO J       Date:  2013-06-04       Impact factor: 11.598

6.  Modulation of the IGF1R-MTOR pathway attenuates motor neuron toxicity of human ALS SOD1G93A astrocytes.

Authors:  Veronica Granatiero; Nicole M Sayles; Angela M Savino; Csaba Konrad; Michael G Kharas; Hibiki Kawamata; Giovanni Manfredi
Journal:  Autophagy       Date:  2021-03-22       Impact factor: 16.016

7.  Is my network module preserved and reproducible?

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Journal:  PLoS Comput Biol       Date:  2011-01-20       Impact factor: 4.475

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10.  Answer ALS, a large-scale resource for sporadic and familial ALS combining clinical and multi-omics data from induced pluripotent cell lines.

Authors:  Emily G Baxi; Terri Thompson; Jonathan Li; Julia A Kaye; Ryan G Lim; Jie Wu; Divya Ramamoorthy; Leandro Lima; Vineet Vaibhav; Andrea Matlock; Aaron Frank; Alyssa N Coyne; Barry Landin; Loren Ornelas; Elizabeth Mosmiller; Sara Thrower; S Michelle Farr; Lindsey Panther; Emilda Gomez; Erick Galvez; Daniel Perez; Imara Meepe; Susan Lei; Berhan Mandefro; Hannah Trost; Louis Pinedo; Maria G Banuelos; Chunyan Liu; Ruby Moran; Veronica Garcia; Michael Workman; Richie Ho; Stacia Wyman; Jennifer Roggenbuck; Matthew B Harms; Jennifer Stocksdale; Ricardo Miramontes; Keona Wang; Vidya Venkatraman; Ronald Holewenski; Niveda Sundararaman; Rakhi Pandey; Danica-Mae Manalo; Aneesh Donde; Nhan Huynh; Miriam Adam; Brook T Wassie; Edward Vertudes; Naufa Amirani; Krishna Raja; Reuben Thomas; Lindsey Hayes; Alex Lenail; Aianna Cerezo; Sarah Luppino; Alanna Farrar; Lindsay Pothier; Carolyn Prina; Todd Morgan; Arish Jamil; Sarah Heintzman; Jennifer Jockel-Balsarotti; Elizabeth Karanja; Jesse Markway; Molly McCallum; Ben Joslin; Deniz Alibazoglu; Stephen Kolb; Senda Ajroud-Driss; Robert Baloh; Daragh Heitzman; Tim Miller; Jonathan D Glass; Natasha Leanna Patel-Murray; Hong Yu; Ervin Sinani; Prasha Vigneswaran; Alexander V Sherman; Omar Ahmad; Promit Roy; Jay C Beavers; Steven Zeiler; John W Krakauer; Carla Agurto; Guillermo Cecchi; Mary Bellard; Yogindra Raghav; Karen Sachs; Tobias Ehrenberger; Elizabeth Bruce; Merit E Cudkowicz; Nicholas Maragakis; Raquel Norel; Jennifer E Van Eyk; Steven Finkbeiner; James Berry; Dhruv Sareen; Leslie M Thompson; Ernest Fraenkel; Clive N Svendsen; Jeffrey D Rothstein
Journal:  Nat Neurosci       Date:  2022-02-03       Impact factor: 28.771

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  1 in total

1.  Effects of PB-TURSO on the transcriptional and metabolic landscape of sporadic ALS fibroblasts.

Authors:  Jasmine A Fels; Jalia Dash; Kent Leslie; Giovanni Manfredi; Hibiki Kawamata
Journal:  Ann Clin Transl Neurol       Date:  2022-09-09       Impact factor: 5.430

  1 in total

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