Spinal cord hypermetabolism extends to skeletal muscle in amyotrophic lateral sclerosis: a computational approach to [18F]-fluorodeoxyglucose PET/CT images.

Amyotrophic lateral sclerosis FDG Prognosis Skeletal muscle

Journal

EJNMMI research
ISSN: 2191-219X
Titre abrégé: EJNMMI Res
Pays: Germany
ID NLM: 101560946

Informations de publication

Date de publication:
23 Mar 2020
Historique:
received: 18 12 2019
accepted: 10 02 2020
entrez: 24 3 2020
pubmed: 24 3 2020
medline: 24 3 2020
Statut: epublish

Résumé

Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease leading to neuromuscular palsy and death. We propose a computational approach to [18F]-fluorodeoxyglucose (FDG) PET/CT images to analyze the structure and metabolic pattern of skeletal muscle in ALS and its relationship with disease aggressiveness. A computational 3D method was used to extract whole psoas muscle's volumes and average attenuation coefficient (AAC) from CT images obtained by FDG PET/CT performed in 62 ALS patients and healthy controls. Psoas average standardized uptake value (normalized on the liver, N-SUV) and its distribution heterogeneity (defined as N-SUV variation coefficient, VC-SUV) were also extracted. Spinal cord and brain motor cortex FDG uptake were also estimated. As previously described, FDG uptake was significantly higher in the spinal cord and lower in the brain motor cortex, in ALS compared to controls. While psoas AAC was similar in patients and controls, in ALS a significant reduction in psoas volume (3.6 ± 1.02 vs 4.12 ± 1.33 mL/kg; p < 0.01) and increase in psoas N-SUV (0.45 ± 0.19 vs 0.29 ± 0.09; p < 0.001) were observed. Higher heterogeneity of psoas FDG uptake was also documented in ALS (VC-SUV 8 ± 4%, vs 5 ± 2%, respectively, p < 0.001) and significantly predicted overall survival at Kaplan-Meier analysis. VC-SUV prognostic power was confirmed by univariate analysis, while the multivariate Cox regression model identified the spinal cord metabolic activation as the only independent prognostic biomarker. The present data suggest the existence of a common mechanism contributing to disease progression through the metabolic impairment of both second motor neuron and its effector.

Identifiants

pubmed: 32201914
doi: 10.1186/s13550-020-0607-5
pii: 10.1186/s13550-020-0607-5
pmc: PMC7085992
doi:

Types de publication

Journal Article

Langues

eng

Pagination

23

Subventions

Organisme : Fondazione Italiana di Ricerca per la Sclerosi Laterale Amiotrofica
ID : ARISLA Foundation Ice-bucket program 2015 (CM-ALS)

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Auteurs

Matteo Bauckneht (M)

Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy. matteo.bauckneht@gmail.com.

Rita Lai (R)

Department of Mathematics (DIMA), University of Genoa, Genoa, Italy.

Alberto Miceli (A)

Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.

Daniela Schenone (D)

Department of Mathematics (DIMA), University of Genoa, Genoa, Italy.

Vanessa Cossu (V)

Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.

Maria Isabella Donegani (MI)

Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.

Stefano Raffa (S)

Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.

Anna Borra (A)

Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.

Stefano Marra (S)

Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.

Cristina Campi (C)

Department of Medicine-DIMED, Padova University Hospital, Padua, Italy.

Annamaria Orengo (A)

Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.

Anna Maria Massone (AM)

Department of Mathematics (DIMA), University of Genoa, Genoa, Italy.

Alberto Tagliafico (A)

Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.

Claudia Caponnetto (C)

Neurology Clinic, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy.

Corrado Cabona (C)

Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy.

Angelina Cistaro (A)

Nuclear Medicine, E.O. Ospedali Galliera, Genoa, Italy.

Adriano Chiò (A)

ALS Center, Rita Levi Montalcini Department of Neuroscience, University of Turin, Turin, Italy.
AUO Città della Salute e della Scienza, Turin, Italy.

Silvia Morbelli (S)

Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.

Flavio Nobili (F)

Neurology Clinic, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy.

Gianmario Sambuceti (G)

Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.

Michele Piana (M)

Department of Mathematics (DIMA), University of Genoa, Genoa, Italy.

Cecilia Marini (C)

Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
CNR Institute of Molecular Bioimaging and Physiology (IBFM), Segrate (MI), Italy.

Classifications MeSH