Conti, Leonardo
(2025)
Development of multimodal experimental protocols for GAG quantification in articular cartilage using low field NMR.
[Laurea magistrale], Università di Bologna, Corso di Studio in
Physics [LM-DM270], Documento ad accesso riservato.
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Abstract
Osteoarthritis (OA) is an irreversible and degenerative disorder that affects articular car-
tilage (AC). Currently, no screening methods have been established for the early detection
of asymptomatic patients.
To address this issue, the present study investigated the feasibility of quantifying gly-
cosaminoglycan (GAG) concentration in AC using low-field nuclear magnetic resonance
(NMR). Two experimental protocols aimed at using reference techniques to quantify GAG
concentration were developed and tested on bovine samples.
NMR measurements were performed employing a single-sided NMR instrument with a
magnetic field strength of B0 = 0.327 T to acquire CPMG and saturation recovery (SR)
data. The data were inverted via the UPEN algorithm to obtain the distribution of lon-
gitudinal and transversal relaxation times T1 and T2. The average relaxation times, signal
fraction of the fast-decaying T2 component, and novel parameters, such as the full width
at half maximum of the distributions, were extracted from the curves. These were then
correlated with the GAG concentration measured from both experimental protocols. The
dGEMRIC technique was used as a reference method via T1 mapping with a 3T clinical
scanner. The second reference method employed was contrast-enhanced X-ray computed
tomography (CE-CT) using the CA4+ cationic contrast agent. Finally, the samples under-
went indentation testing.
The analysis identified water pools relevant to relaxation time distributions, along with
a number of correlations between GAG concentration and NMR parameters, which may
prove to be estimators of GAG concentration or biomarkers for the screening and early
detection of OA in asymptomatic patients.
Sample preparation, MRI, CE-CT and indentation testing have been conducted at IRCCS
Rizzoli Orthopedic Institute during an internship period.
Abstract
Osteoarthritis (OA) is an irreversible and degenerative disorder that affects articular car-
tilage (AC). Currently, no screening methods have been established for the early detection
of asymptomatic patients.
To address this issue, the present study investigated the feasibility of quantifying gly-
cosaminoglycan (GAG) concentration in AC using low-field nuclear magnetic resonance
(NMR). Two experimental protocols aimed at using reference techniques to quantify GAG
concentration were developed and tested on bovine samples.
NMR measurements were performed employing a single-sided NMR instrument with a
magnetic field strength of B0 = 0.327 T to acquire CPMG and saturation recovery (SR)
data. The data were inverted via the UPEN algorithm to obtain the distribution of lon-
gitudinal and transversal relaxation times T1 and T2. The average relaxation times, signal
fraction of the fast-decaying T2 component, and novel parameters, such as the full width
at half maximum of the distributions, were extracted from the curves. These were then
correlated with the GAG concentration measured from both experimental protocols. The
dGEMRIC technique was used as a reference method via T1 mapping with a 3T clinical
scanner. The second reference method employed was contrast-enhanced X-ray computed
tomography (CE-CT) using the CA4+ cationic contrast agent. Finally, the samples under-
went indentation testing.
The analysis identified water pools relevant to relaxation time distributions, along with
a number of correlations between GAG concentration and NMR parameters, which may
prove to be estimators of GAG concentration or biomarkers for the screening and early
detection of OA in asymptomatic patients.
Sample preparation, MRI, CE-CT and indentation testing have been conducted at IRCCS
Rizzoli Orthopedic Institute during an internship period.
Tipologia del documento
Tesi di laurea
(Laurea magistrale)
Autore della tesi
Conti, Leonardo
Relatore della tesi
Correlatore della tesi
Scuola
Corso di studio
Indirizzo
Applied Physics
Ordinamento Cds
DM270
Parole chiave
NMR,Articular Cartilage,Single Sided NMR,MRI,dGEMRIC,GAG,Glycosaminoglycan,CE-CT,Contrast Enhanced,Contrast Enhanced CT,T1,T1 Mapping,CA4+,NMR Signal Inversion,Indentation Testing
Data di discussione della Tesi
29 Ottobre 2025
URI
Altri metadati
Tipologia del documento
Tesi di laurea
(NON SPECIFICATO)
Autore della tesi
Conti, Leonardo
Relatore della tesi
Correlatore della tesi
Scuola
Corso di studio
Indirizzo
Applied Physics
Ordinamento Cds
DM270
Parole chiave
NMR,Articular Cartilage,Single Sided NMR,MRI,dGEMRIC,GAG,Glycosaminoglycan,CE-CT,Contrast Enhanced,Contrast Enhanced CT,T1,T1 Mapping,CA4+,NMR Signal Inversion,Indentation Testing
Data di discussione della Tesi
29 Ottobre 2025
URI
Gestione del documento: