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Increased serum miR-193a-5p during non-alcoholic fatty liver disease progression: Diagnostic and mechanistic relevance

Authors :
Raluca Pais
Rachel Ostroff
Stephen Harrison
Lars Friis Mikkelsen
Elisabeth Erhardtsen
Sudha Shankar
Kimmo Porthan
Jérôme Boursier
Antonia Sinisi
Michael Kalutkiewicz
Sven Francque
Miljen Martic
Vanessa Pellegrinelli
Phil N. Newsome
Guido Hanauer
Hannele Yki-Järvinen
Rebecca Darlay
Joel Myers
Carla Yunis
Salvatore Petta
Mette Skalshøi Kjær
Pablo Ortiz
Ann K. Daly
James H. Clark
Dina Tiniakos
Yasaman Vali
Hadi Zafarmand
Matej Orešič
Maurizio Parola
Estelle Sandt
Lori L. Jennings
Matt Kelly
Tuulia Hyötyläinen
Detlef Schuppan
Céline Fournier
Chiara Rosso
Diane E. Shevell
Maria Manuela Tonini
Paul Hockings
Aidan McGlinchey
Salma Akhtar
Mette Juul Fisker
Morten A. Karsdal
Diane Whalley
Melissa R. Miller
Aldo Trylesinski
Mattias Ekstedt
Stefan Neubauer
Jeremy M. Palmer
Partho Sen
Michael Pavlides
Per Qvist
Isabel Fernández
Luca Miele
Fabio Marra
Stergios Kechagias
Richard Torstenson
Katherine Johnson
Jean-François Dufour
Elisabetta Bugianesi
M. Julia Brosnan
George V. Papatheodoridis
Kay M. Pepin
Daniel Guldager Kring Rasmussen
Henrik Landgren
Rachel Queen
Simon Cockell
Michael Allison
Patrick M.M. Bossuyt
Rocío Gallego-Durán
Christian Rosenquist
Leigh Alexander
Elizabeth Shumbayawonda
Michele Vacca
Antonio Vidal-Puig
David Wenn
Rémy Hanf
Oscar Millet
Michalina Zatorska
R. Myers
José M. Mato
Jenny Lee
Theresa Tuthill
James Twiss
Ramy Younes
Peter Leary
Lynda Doward
Kristy Wonders
Guruprasad P. Aithal
Sarah Charlton
Vlad Ratziu
Cecília M. P. Rodrigues
Christian Trautwein
Helena Cortez-Pinto
Gideon Ho
Matt J. Barter
Judith Ertle
Jörn M. Schattenberg
Maria-Magdalena Balp
Yang-Lin Liu
Clifford A. Brass
Olivier Govaere
Amalia Gastaldelli
Sergio Rodriguez Cuenca
Pierre Chaumat
Fiona Oakley
Luca Valenti
Simon J. Cockell
Saskia W.C. van Mil
Ferenc E. Mózes
Andreas Geier
Timothy Hardy
Pierre Bedossa
Andrea Dennis
Richard L. Ehman
Charlotte Erpicum
Karine Clément
Jeremy F. L. Cobbold
Christopher P. Day
Rajarshi Banerjee
Manuel Romero-Gómez
Quentin M. Anstee
Adriaan G. Holleboom
Heather J. Cordell
Kevin L. Duffin
Diana Julie Leeming
Epidemiology and Data Science
APH - Methodology
APH - Personalized Medicine
Vascular Medicine
ACS - Diabetes & metabolism
AGEM - Amsterdam Gastroenterology Endocrinology Metabolism
APH - Aging & Later Life
ARD - Amsterdam Reproduction and Development
Graduate School
Investigators, LITMUS Consortium
Johnson K.
Leary P.J.
Govaere O.
Barter M.J.
Charlton S.H.
Cockell S.J.
Tiniakos D.
Zatorska M.
Bedossa P.
Brosnan M.J.
Cobbold J.F.
Ekstedt M.
Aithal G.P.
Clement K.
Schattenberg J.M.
Boursier J.
Ratziu V.
Bugianesi E.
Anstee Q.M.
Daly A.K.
Clark J.
Cordell H.J.
Darlay R.
Day C.P.
Hardy T.
Liu Y.-L.
Oakley F.
Palmer J.
Queen R.
Wonders K.
Bossuyt P.M.
Holleboom A.G.
Zafarmand H.
Vali Y.
Lee J.
Pais R.
Schuppan D.
Allison M.
Cuenca S.R.
Pellegrinelli V.
Vacca M.
Vidal-Puig A.
Hyotylainen T.
McGlinchey A.
Oresic M.
Sen P.
Mato J.
Millet O.
Dufour J.-F.
Harrison S.
Neubauer S.
Pavlides M.
Mozes F.
Akhtar S.
Banerjee R.
Kelly M.
Shumbayawonda E.
Dennis A.
Erpicum C.
Romero-Gomez M.
Gallego-Duran R.
Fernandez I.
Karsdal M.
Leeming D.
Fisker M.J.
Erhardtsen E.
Rasmussen D.
Qvist P.
Sinisi A.
Sandt E.
Tonini M.M.
Parola M.
Rosso C.
Marra F.
Gastaldelli A.
Francque S.
Kechagias S.
Yki-Jarvinen H.
Porthan K.
van Mil S.
Papatheodoridis G.
Cortez-Pinto H.
Valenti L.
Petta S.
Miele L.
Geier A.
Trautwein C.
Hockings P.
Newsome P.
Wenn D.
Pereira Rodrigues C.M.
Hanf R.
Chaumat P.
Rosenquist C.
Trylesinski A.
Ortiz P.
Duffin K.
Yunis C.
Miller M.
Tuthill T.
Ertle J.
Younes R.
Alexander L.
Ostroff R.
Kjaer M.S.
Mikkelsen L.F.
Brass C.
Jennings L.
Balp M.-M.
Martic M.
Hanauer G.
Shankar S.
Torstenson R.
Fournier C.
Ehman R.
Kalutkiewicz M.
Pepin K.
Myers J.
Shevell D.
Ho G.
Landgren H.
Myers R.
Doward L.
Whalley D.
Twiss J.
Miller, Melissa
Tuthill, Theresa
Ertle, Judith
Younes, Ramy
Alexander, Leigh
Ostroff, Rachel
Kjær, Mette Skalshøi
Mikkelsen, Lars Friis
Brass, Clifford
Jennings, Lori
Balp, Maria-Magdalena
Martic, Miljen
Hanauer, Guido
Shankar, Sudha
Torstenson, Richard
Fournier, Céline
Ehman, Richard
Kalutkiewicz, Michael
Pepin, Kay
Myers, Joel
Shevell, Diane
Ho, Gideon
Landgren, Henrik
Myers, Rob
Doward, Lynda
Whalley, Diane
Twiss, James
Clark, James
Cordell, Heather J.
Darlay, Rebecca
Day, Christopher P.
Hardy, Tim
Liu, Yang-Lin
Oakley, Fiona
Palmer, Jeremy
Queen, Rachel
Wonders, Kristy
Bossuyt, Patrick M.
Holleboom, Adriaan G.
Zafarmand, Hadi
Vali, Yasaman
Lee, Jenny
Clement, Karine
Pais, Raluca
Schuppan, Detlef
Allison, Michael
Cuenca, Sergio Rodriguez
Pellegrinelli, Vanessa
Vacca, Michele
Vidal-Puig, Antonio
Hyötyläinen, Tuulia
McGlinchey, Aidan
Orešič, Matej
Sen, Partho
Mato, Jose
Millet, Óscar
Dufour, Jean-Francois
Harrison, Stephen
Neubauer, Stefan
Pavlides, Michael
Mozes, Ferenc
Akhtar, Salma
Banerjee, Rajarshi
Kelly, Matt
Shumbayawonda, Elizabeth
Dennis, Andrea
Erpicum, Charlotte
Romero-Gomez, Manuel
Gallego-Durán, Rocío
Fernández, Isabel
Karsdal, Morten
Leeming, Diana
Fisker, Mette Juul
Erhardtsen, Elisabeth
Rasmussen, Daniel
Qvist, Per
Sinisi, Antonia
Sandt, Estelle
Tonini, Maria Manuela
Parola, Maurizio
Rosso, Chiara
Marra, Fabio
Gastaldelli, Amalia
Francque, Sven
Kechagias, Stergios
Yki-Järvinen, Hannele
Porthan, Kimmo
van Mil, Saskia
Papatheodoridis, George
Cortez-Pinto, Helena
Valenti, Luca
Petta, Salvatore
Miele, Luca
Geier, Andreas
Trautwein, Christian
Hockings, Paul
Newsome, Phil
Wenn, David
Pereira Rodrigues, Cecília Maria
Hanf, Rémy
Chaumat, Pierre
Rosenquist, Christian
Trylesinski, Aldo
Ortiz, Pablo
Duffin, Kevin
Yunis, Carla
Source :
JHEP Reports, 4(2):100409. Elsevier, JHEP Reports, JHEP Reports, Vol 4, Iss 2, Pp 100409-(2022), JHEP reports 4(2), 100409 (2022). doi:10.1016/j.jhepr.2021.100409
Publication Year :
2022

Abstract

Background & Aims Serum microRNA (miRNA) levels are known to change in non-alcoholic fatty liver disease (NAFLD) and may serve as useful biomarkers. This study aimed to profile miRNAs comprehensively at all NAFLD stages. Methods We profiled 2,083 serum miRNAs in a discovery cohort (183 cases with NAFLD representing the complete NAFLD spectrum and 10 population controls). miRNA libraries generated by HTG EdgeSeq were sequenced by Illumina NextSeq. Selected serum miRNAs were profiled in 372 additional cases with NAFLD and 15 population controls by quantitative reverse transcriptase PCR. Results Levels of 275 miRNAs differed between cases and population controls. Fewer differences were seen within individual NAFLD stages, but miR-193a-5p consistently showed increased levels in all comparisons. Relative to NAFL/non-alcoholic steatohepatitis (NASH) with mild fibrosis (stage 0/1), 3 miRNAs (miR-193a-5p, miR-378d, and miR378d) were increased in cases with NASH and clinically significant fibrosis (stages 2–4), 7 (miR193a-5p, miR-378d, miR-378e, miR-320b, miR-320c, miR-320d, and miR-320e) increased in cases with NAFLD activity score (NAS) 5–8 compared with lower NAS, and 3 (miR-193a-5p, miR-378d, and miR-378e) increased but 1 (miR-19b-3p) decreased in steatosis, activity, and fibrosis (SAF) activity score 2–4 compared with lower SAF activity. The significant findings for miR-193a-5p were replicated in the additional cohort with NAFLD. Studies in Hep G2 cells showed that following palmitic acid treatment, miR-193a-5p expression decreased significantly. Gene targets for miR-193a-5p were investigated in liver RNAseq data for a case subgroup (n = 80); liver GPX8 levels correlated positively with serum miR-193a-5p. Conclusions Serum miR-193a-5p levels correlate strongly with NAFLD activity grade and fibrosis stage. MiR-193a-5p may have a role in the hepatic response to oxidative stress and is a potential clinically tractable circulating biomarker for progressive NAFLD. Lay summary MicroRNAs (miRNAs) are small pieces of nucleic acid that may turn expression of genes on or off. These molecules can be detected in the blood circulation, and their levels in blood may change in liver disease including non-alcoholic fatty liver disease (NAFLD). To see if we could detect specific miRNA associated with advanced stages of NAFLD, we carried out miRNA sequencing in a group of 183 patients with NAFLD of varying severity together with 10 population controls. We found that a number of miRNAs showed changes, mainly increases, in serum levels but that 1 particular miRNA miR-193a-5p consistently increased. We confirmed this increase in a second group of cases with NAFLD. Measuring this miRNA in a blood sample may be a useful way to determine whether a patient has advanced NAFLD without an invasive liver biopsy.<br />Graphical abstract<br />Highlights • Serum miRNA was sequenced in 183 NAFLD cases of varying severity and 10 population controls. • Plasma levels of miR-193a-5p were significantly increased in patients with advanced fibrosis, high NAS scores, or high SAF scores. • Other miRNAs including miR378d and miR378e were also significantly increased in certain comparisons. • The findings for miR-193a-5p were replicated in a cohort of 372 additional NAFLD cases.

Subjects

Subjects :
SCORING SYSTEM
CPM, counts per million
AUROC, area under the receiver operating characteristic
RC799-869
AST, aspartate aminotransferase
MicroRNA
Non-alcoholic fatty liver disease
Biomarker
Sequencing
TGF-β, transforming growth factor-beta
Gastroenterology
STEATOHEPATITIS
Liver disease
0302 clinical medicine
Fibrosis
miRNA, microRNA
logFC, log2 fold change
FIBROSIS
Immunology and Allergy
0303 health sciences
education.field_of_study
NAS, NAFLD activity score
medicine.diagnostic_test
Fatty liver
GTEx, Genotype-Tissue Expression
Diseases of the digestive system. Gastroenterology
3. Good health
Real-time polymerase chain reaction
Biomarker, MicroRNA, Non-alcoholic fatty liver disease, Sequencing
Liver biopsy
ACID
Biomarker (medicine)
030211 gastroenterology & hepatology
Life Sciences & Biomedicine
Research Article
EXPRESSION
medicine.medical_specialty
NAFLD, non-alcoholic fatty liver disease
NASH, non-alcoholic steatohepatitis
Population
Gastroenterology and Hepatology
SAF, steatosis–activity–fibrosis
VALIDATION
ER, endoplasmic reticulum
03 medical and health sciences
cDNA, complementary DNA
Internal medicine
ALT, alanine aminotransferase
Gastroenterologi
Internal Medicine
medicine
NAFL, non-alcoholic fatty liver
ALGORITHM
FIB-4, fibrosis-4
education
030304 developmental biology
PCA, principal component analysis
Science & Technology
Gastroenterology & Hepatology
Hepatology
business.industry
FC, fold change
medicine.disease
digestive system diseases
FLIP, fatty liver inhibition of progression
Ct, cycle threshold
Steatosis
qPCR, quantitative PCR
business

Details

Language :
English
ISSN :
25895559
Database :
OpenAIRE
Journal :
JHEP Reports, 4(2):100409. Elsevier, JHEP Reports, JHEP Reports, Vol 4, Iss 2, Pp 100409-(2022), JHEP reports 4(2), 100409 (2022). doi:10.1016/j.jhepr.2021.100409
Accession number :
edsair.doi.dedup.....1c39a3a5921e0d464a7b2b93c40ef52c