Nicola Martini
Research Subjects
Nicola Martini has a total of 201 co-authors. Here are the top co-authors by number of shared publications:
- Luigi Landini
Department of Information Engineering, University of Pisa, 56122 Pisa, Italy
16 shared publications - Vincenzo Positano
Bioengineering Unit, Fondazione Toscana G. Monasterio, 56124 Pisa, Italy
12 shared publications - Maria Filomena Santarelli
CNR Institute of Clinical Physiology, 56124 Pisa, Italy
10 shared publications - Daniele Della Latta
Imaging Department, Fondazione Toscana G. Monasterio, Massa-Pisa, Italy
7 shared publications Dante Chiappino
Deep Health Unit, Fondazione Toscana Gabriele Monasterio, Pisa-Massa, Italy
6 shared publications- Giulio Giovannetti
Institute of Clinical Physiology, National Council of Research , via G. Moruzzi 1, 56124 Pisa
6 shared publications
Latest Publications
- Open Access
- 1 July 2025
- Published by Wiley in Alzheimer's & Dementia
- Vol. 21 (7)
Locus coeruleus integrity correlates with plasma soluble Axl levels in Alzheimer's disease patients
INTRODUCTION: Locus coeruleus (LC) is one of the earliest structures altered in Alzheimer's disease (AD). Inflammation is also now considered critical in AD pathology, early stage included. However, no association between LC degeneration and the peripheral inflammation has been reported yet. METHODS: A cohort of 102 patients was studied for which both magnetic resonance imaging (MRI) scans and blood samples were available. LC integrity was assessed by MRI, and plasma soluble TAMs (Tyro3, Axl, and MerTK) receptor levels were measured by enzyme‐linked immunosorbent assay (ELISA). RESULTS: We found that plasma levels of the soluble TAMs receptor Axl were correlated with LC rostral degeneration in the whole cohort ( p = 0.007), as well as in the AD+ group ( p = 0.017), but not in the AD– group. DISCUSSION: These results uncover a new relationship between peripheric markers of inflammation and central early AD neurodegeneration. Highlights: In Alzheimer's disease, no link between locus coeruleus degeneration and microglial activation was reported. Plasma Axl, Tyro3, and MerTK levels and locus coeruleus integrity were assessed in Alzheimer's disease patients. Locus coeruleus integrity positively correlates with plasma AXL, linked to microglia activation. Axl–noradrenergic signaling interplay deserves further larger longitudinal studies.
- 1 July 2025
- Published by Wiley in Alzheimer's & Dementia
- Vol. 21 (7)
Open AccessLocus coeruleus integrity correlates with plasma soluble Axl levels in Alzheimer's disease patients
INTRODUCTION: Locus coeruleus (LC) is one of the earliest structures altered in Alzheimer's disease (AD). Inflammation is also now considered critical in AD pathology, early stage included. However, no association between LC degeneration and the peripheral inflammation has been reported yet. METHODS: A cohort of 102 patients was studied for which both magnetic resonance imaging (MRI) scans and blood samples were available. LC integrity was assessed by MRI, and plasma soluble TAMs (Tyro3, Axl, and MerTK) receptor levels were measured by enzyme‐linked immunosorbent assay (ELISA). RESULTS: We found that plasma levels of the soluble TAMs receptor Axl were correlated with LC rostral degeneration in the whole cohort ( p = 0.007), as well as in the AD+ group ( p = 0.017), but not in the AD– group. DISCUSSION: These results uncover a new relationship between peripheric markers of inflammation and central early AD neurodegeneration. Highlights: In Alzheimer's disease, no link between locus coeruleus degeneration and microglial activation was reported. Plasma Axl, Tyro3, and MerTK levels and locus coeruleus integrity were assessed in Alzheimer's disease patients. Locus coeruleus integrity positively correlates with plasma AXL, linked to microglia activation. Axl–noradrenergic signaling interplay deserves further larger longitudinal studies.
- Open Access
A Novel Workflow for Electrophysiology Studies in Patients with Brugada Syndrome
Brugada Syndrome (BrS) is a primary electrical epicardial disease characterized by ST-segment elevation followed by a negative T-wave in the right precordial leads on the surface electrocardiogram (ECG), also known as the ‘type 1’ ECG pattern. The risk stratification of asymptomatic individuals with spontaneous type 1 ECG pattern remains challenging. Clinical and electrocardiographic prognostic markers are known. As none of these predictors alone is highly reliable in terms of arrhythmic prognosis, several multi-factor risk scores have been proposed for this purpose. This article presents a new workflow for processing endocardial signals acquired with high-density RV electro-anatomical mapping (HDEAM) from BrS patients. The workflow, which relies solely on Matlab software, calculates various electrical parameters and creates multi-parametric maps of the right ventricle. The workflow, but it has already been employed in several research studies involving patients carried out by our group, showing its potential positive impact in clinical studies. Here, we will provide a technical description of its functionalities, along with the results obtained on a BrS patient who underwent an endocardial HDEAM.
Open AccessA Novel Workflow for Electrophysiology Studies in Patients with Brugada Syndrome
Brugada Syndrome (BrS) is a primary electrical epicardial disease characterized by ST-segment elevation followed by a negative T-wave in the right precordial leads on the surface electrocardiogram (ECG), also known as the ‘type 1’ ECG pattern. The risk stratification of asymptomatic individuals with spontaneous type 1 ECG pattern remains challenging. Clinical and electrocardiographic prognostic markers are known. As none of these predictors alone is highly reliable in terms of arrhythmic prognosis, several multi-factor risk scores have been proposed for this purpose. This article presents a new workflow for processing endocardial signals acquired with high-density RV electro-anatomical mapping (HDEAM) from BrS patients. The workflow, which relies solely on Matlab software, calculates various electrical parameters and creates multi-parametric maps of the right ventricle. The workflow, but it has already been employed in several research studies involving patients carried out by our group, showing its potential positive impact in clinical studies. Here, we will provide a technical description of its functionalities, along with the results obtained on a BrS patient who underwent an endocardial HDEAM.
- Open Access
Hardware and Software Setup for Quantitative 23Na Magnetic Resonance Imaging at 3T: A Phantom Study
Magnetic resonance (MR) with sodium (23Na) is a noninvasive tool providing quantitative biochemical information regarding physiology, cellular metabolism, and viability, with the potential to extend MR beyond anatomical proton imaging. However, when using clinical scanners, the low detectable 23Na signal and the low 23Na gyromagnetic ratio require the design of dedicated radiofrequency (RF) coils tuned to the 23Na Larmor frequency and sequences, as well as the development of dedicated phantoms for testing the image quality, and an MR scanner with multinuclear spectroscopy (MNS) capabilities. In this work, we propose a hardware and software setup for evaluating the potential of 23Na magnetic resonance imaging (MRI) with a clinical scanner. In particular, the reliability of the proposed setup and the reproducibility of the measurements were verified by multiple acquisitions from a 3T MR scanner using a homebuilt RF volume coil and a dedicated sequence for the imaging of a phantom specifically designed for evaluating the accuracy of the technique. The final goal of this study is to propose a setup for standardizing clinical and research 23Na MRI protocols.
Open AccessHardware and Software Setup for Quantitative 23Na Magnetic Resonance Imaging at 3T: A Phantom Study
Magnetic resonance (MR) with sodium (23Na) is a noninvasive tool providing quantitative biochemical information regarding physiology, cellular metabolism, and viability, with the potential to extend MR beyond anatomical proton imaging. However, when using clinical scanners, the low detectable 23Na signal and the low 23Na gyromagnetic ratio require the design of dedicated radiofrequency (RF) coils tuned to the 23Na Larmor frequency and sequences, as well as the development of dedicated phantoms for testing the image quality, and an MR scanner with multinuclear spectroscopy (MNS) capabilities. In this work, we propose a hardware and software setup for evaluating the potential of 23Na magnetic resonance imaging (MRI) with a clinical scanner. In particular, the reliability of the proposed setup and the reproducibility of the measurements were verified by multiple acquisitions from a 3T MR scanner using a homebuilt RF volume coil and a dedicated sequence for the imaging of a phantom specifically designed for evaluating the accuracy of the technique. The final goal of this study is to propose a setup for standardizing clinical and research 23Na MRI protocols.
- Open Access
- 19 October 2023
- Published by MDPI AG in Diagnostics
- Vol. 13 (20) , 3255
Overcoming Underpowering in the Outcome Analysis of Repaired—Tetralogy of Fallot: A Multicenter Database from the CMR/CT Working Group of the Italian Pediatric Cardiology Society (SICPed)
Background: Managing repaired tetralogy of Fallot (TOF) patients is still challenging despite the fact that published studies identified prognostic clinical or imaging data with rather good negative predictive accuracy but weak positive predictive accuracy. Heterogeneity of the initial anatomy, the surgical approach, and the complexity of the mechanism leading to dilation and ventricular dysfunction explain the challenge of predicting the adverse event in this population. Therefore, risk stratification and management of this population remain poorly standardized. Design: The CMR/CT WG of the Italian Pediatric Cardiology Society set up a multicenter observational clinical database of repaired TOF evaluations. This registry will enroll patients retrospectively and prospectively assessed by CMR for clinical indication in many congenital heart diseases (CHD) Italian centers. Data collection in a dedicated platform will include surgical history, clinical data, imaging data, and adverse cardiac events at 6 years of follow-up. Summary: The multicenter repaired TOF clinical database will collect data on patients evaluated by CMR in many CHD centers in Italy. The registry has been set up to allow future research studies in this population to improve clinical/surgical management and risk stratification of this population.
- 19 October 2023
- Published by MDPI AG in Diagnostics
- Vol. 13 (20) , 3255
Open AccessOvercoming Underpowering in the Outcome Analysis of Repaired—Tetralogy of Fallot: A Multicenter Database from the CMR/CT Working Group of the Italian Pediatric Cardiology Society (SICPed)
Background: Managing repaired tetralogy of Fallot (TOF) patients is still challenging despite the fact that published studies identified prognostic clinical or imaging data with rather good negative predictive accuracy but weak positive predictive accuracy. Heterogeneity of the initial anatomy, the surgical approach, and the complexity of the mechanism leading to dilation and ventricular dysfunction explain the challenge of predicting the adverse event in this population. Therefore, risk stratification and management of this population remain poorly standardized. Design: The CMR/CT WG of the Italian Pediatric Cardiology Society set up a multicenter observational clinical database of repaired TOF evaluations. This registry will enroll patients retrospectively and prospectively assessed by CMR for clinical indication in many congenital heart diseases (CHD) Italian centers. Data collection in a dedicated platform will include surgical history, clinical data, imaging data, and adverse cardiac events at 6 years of follow-up. Summary: The multicenter repaired TOF clinical database will collect data on patients evaluated by CMR in many CHD centers in Italy. The registry has been set up to allow future research studies in this population to improve clinical/surgical management and risk stratification of this population.
- Open Access
- 28 November 2022
- Published by Elsevier in Journal of Cardiovascular Magnetic Resonance
- Vol. 24 (1) , 62-14
Cardiovascular magnetic resonance images with susceptibility artifacts: artificial intelligence with spatial-attention for ventricular volumes and mass assessment
- 28 November 2022
- Published by Elsevier in Journal of Cardiovascular Magnetic Resonance
- Vol. 24 (1) , 62-14
Open AccessCardiovascular magnetic resonance images with susceptibility artifacts: artificial intelligence with spatial-attention for ventricular volumes and mass assessment
- 9 November 2022
- Published by Elsevier in Neurobiology of Aging
- Vol. 122, 12-21
Brain metabolic correlates of Locus Coeruleus degeneration in Alzheimer's disease: a multimodal neuroimaging study
- 9 November 2022
- Published by Elsevier in Neurobiology of Aging
- Vol. 122, 12-21
Brain metabolic correlates of Locus Coeruleus degeneration in Alzheimer's disease: a multimodal neuroimaging study
- Open Access
- 3 October 2022
- Published by Wiley in European Journal of Neurology
- Vol. 30 (1) , 32-46
Magnetic resonance imaging Locus Coeruleus abnormality in amnestic Mild Cognitive Impairment is associated with future progression to dementia
Background and purpose: Human neuropathological studies indicate that the pontine nucleus Locus Coeruleus (LC) undergoes significant and early degeneration in Alzheimer's disease. This line of evidence alongside experimental data suggests that the LC functional/structural decay may represent a critical factor for Alzheimer's disease pathophysiological and clinical progression. In the present prospective study, we used Magnetic Resonance Imaging (MRI) with LC‐sensitive sequence (LC‐MRI) to investigate in vivo the LC involvement in Alzheimer's disease progression, and whether specific LC‐MRI features at baseline are associated with prognosis and cognitive performance in amnestic Mild Cognitive Impairment.Methods: LC‐MRI parameters were measured at baseline by a template‐based method on 3.0‐T magnetic resonance images in 34 patients with Alzheimer's disease dementia, 73 patients with amnestic Mild Cognitive Impairment, and 53 cognitively intact individuals. A thorough neurological and neuropsychological assessment was performed at baseline and 2.5‐year follow‐up.Results: In subjects with Mild Cognitive Impairment who converted to dementia (n = 32), the LC intensity and number of LC‐related voxels were significantly lower than in cognitively intact individuals, resembling those observed in demented patients. Such a reduction was not detected in Mild Cognitive Impairment individuals, who remained stable at follow‐up. In Mild Cognitive Impairment subjects converting to dementia, LC‐MRI parameter reduction was maximal in the rostral part of the left nucleus. Structural equation modeling analysis showed that LC‐MRI parameters positively correlate with cognitive performance.Conclusions: Our findings highlight a potential role of LC‐MRI for predicting clinical progression in Mild Cognitive Impairment and support the key role of LC degeneration in the Alzheimer clinical continuum.
- 3 October 2022
- Published by Wiley in European Journal of Neurology
- Vol. 30 (1) , 32-46
Open AccessMagnetic resonance imaging Locus Coeruleus abnormality in amnestic Mild Cognitive Impairment is associated with future progression to dementia
Background and purpose: Human neuropathological studies indicate that the pontine nucleus Locus Coeruleus (LC) undergoes significant and early degeneration in Alzheimer's disease. This line of evidence alongside experimental data suggests that the LC functional/structural decay may represent a critical factor for Alzheimer's disease pathophysiological and clinical progression. In the present prospective study, we used Magnetic Resonance Imaging (MRI) with LC‐sensitive sequence (LC‐MRI) to investigate in vivo the LC involvement in Alzheimer's disease progression, and whether specific LC‐MRI features at baseline are associated with prognosis and cognitive performance in amnestic Mild Cognitive Impairment.Methods: LC‐MRI parameters were measured at baseline by a template‐based method on 3.0‐T magnetic resonance images in 34 patients with Alzheimer's disease dementia, 73 patients with amnestic Mild Cognitive Impairment, and 53 cognitively intact individuals. A thorough neurological and neuropsychological assessment was performed at baseline and 2.5‐year follow‐up.Results: In subjects with Mild Cognitive Impairment who converted to dementia (n = 32), the LC intensity and number of LC‐related voxels were significantly lower than in cognitively intact individuals, resembling those observed in demented patients. Such a reduction was not detected in Mild Cognitive Impairment individuals, who remained stable at follow‐up. In Mild Cognitive Impairment subjects converting to dementia, LC‐MRI parameter reduction was maximal in the rostral part of the left nucleus. Structural equation modeling analysis showed that LC‐MRI parameters positively correlate with cognitive performance.Conclusions: Our findings highlight a potential role of LC‐MRI for predicting clinical progression in Mild Cognitive Impairment and support the key role of LC degeneration in the Alzheimer clinical continuum.
- Open Access
- 1 September 2022
- Published by MDPI AG in Electronics
- Vol. 11 (17) , 2749
Fully Automated Regional Analysis of Myocardial T2* Values for Iron Quantification Using Deep Learning
Cardiovascular magnetic resonance (CMR) T2* mapping is the gold standard technique for the assessment of iron overload in the heart. The quantitative analysis of T2* values requires the manual segmentation of T2* images, which is a time-consuming and operator-dependent procedure. This study describes a fully-automated method for the regional analysis of myocardial T2* distribution using a deep convolutional neural network (CNN). A CNN with U-Net architecture was trained to segment multi-echo T2*-weighted images in 16 sectors in accordance with the American Heart Association (AHA) model. We used images from 210 patients (three slices, 10 multi-echo images) with iron overload diseases to train and test the CNN. The performance of the proposed method was quantitatively evaluated on an independent holdout test set by comparing the segmentation accuracy of the CNN and the T2* values obtained by the automated method against ground-truth labels provided by two experts. Segmentation metrics and global and regional T2* values assessed by the proposed DL method closely matched those obtained by experts with excellent intraclass correlation in all myocardial sectors of the AHA model (ICC range [0.944, 0.996]). This method could be effectively adopted in the clinical setting for fast and accurate analysis of myocardial T2*.
- 1 September 2022
- Published by MDPI AG in Electronics
- Vol. 11 (17) , 2749
Open AccessFully Automated Regional Analysis of Myocardial T2* Values for Iron Quantification Using Deep Learning
Cardiovascular magnetic resonance (CMR) T2* mapping is the gold standard technique for the assessment of iron overload in the heart. The quantitative analysis of T2* values requires the manual segmentation of T2* images, which is a time-consuming and operator-dependent procedure. This study describes a fully-automated method for the regional analysis of myocardial T2* distribution using a deep convolutional neural network (CNN). A CNN with U-Net architecture was trained to segment multi-echo T2*-weighted images in 16 sectors in accordance with the American Heart Association (AHA) model. We used images from 210 patients (three slices, 10 multi-echo images) with iron overload diseases to train and test the CNN. The performance of the proposed method was quantitatively evaluated on an independent holdout test set by comparing the segmentation accuracy of the CNN and the T2* values obtained by the automated method against ground-truth labels provided by two experts. Segmentation metrics and global and regional T2* values assessed by the proposed DL method closely matched those obtained by experts with excellent intraclass correlation in all myocardial sectors of the AHA model (ICC range [0.944, 0.996]). This method could be effectively adopted in the clinical setting for fast and accurate analysis of myocardial T2*.
- Open Access
- 9 October 2021
- Published by Oxford University Press (OUP) in European Journal of Preventive Cardiology
- Vol. 29 (5) , e203-e204
The triglyceride/HDL cholesterol ratio and TyG index predict coronary atherosclerosis and outcome in the general population
- 9 October 2021
- Published by Oxford University Press (OUP) in European Journal of Preventive Cardiology
- Vol. 29 (5) , e203-e204
Open AccessThe triglyceride/HDL cholesterol ratio and TyG index predict coronary atherosclerosis and outcome in the general population
- Open Access
- 26 July 2021
- Published by MDPI AG in Electronics
- Vol. 10 (15) , 1788
Sodium Radiofrequency Coils for Magnetic Resonance: From Design to Applications
Sodium (23Na) is the most abundant cation present in the human body and is involved in a large number of vital body functions. In the last few years, the interest in Sodium Magnetic Resonance Imaging (23Na MRI) has considerably increased for its relevance in physiological and physiopathological aspects. Indeed, sodium MRI offers the possibility to extend the anatomical imaging information by providing additional and complementary information on physiology and cellular metabolism with the heteronuclear Magnetic Resonance Spectroscopy (MRS). Constraints are the rapidly decaying of sodium signal, the sensitivity lack due to the low sodium concentration versus 1H-MRI induce scan times not clinically acceptable and it also constitutes a challenge for sodium MRI. With the available magnetic fields for clinical MRI scanners (1.5 T, 3 T, 7 T), and the hardware capabilities such as strong gradient strengths with high slew rates and new dedicated radiofrequency (RF) sodium coils, it is possible to reach reasonable measurement times (~10–15 min) with a resolution of a few millimeters, where it has already been applied in vivo in many human organs such as the brain, cartilage, kidneys, heart, as well as in muscle and the breast. In this work, we review the different geometries and setup of sodium coils described in the available literature for different in vivo applications in human organs with clinical MR scanners, by providing details of the design, modeling and construction of the coils.
- 26 July 2021
- Published by MDPI AG in Electronics
- Vol. 10 (15) , 1788
Open AccessSodium Radiofrequency Coils for Magnetic Resonance: From Design to Applications
Sodium (23Na) is the most abundant cation present in the human body and is involved in a large number of vital body functions. In the last few years, the interest in Sodium Magnetic Resonance Imaging (23Na MRI) has considerably increased for its relevance in physiological and physiopathological aspects. Indeed, sodium MRI offers the possibility to extend the anatomical imaging information by providing additional and complementary information on physiology and cellular metabolism with the heteronuclear Magnetic Resonance Spectroscopy (MRS). Constraints are the rapidly decaying of sodium signal, the sensitivity lack due to the low sodium concentration versus 1H-MRI induce scan times not clinically acceptable and it also constitutes a challenge for sodium MRI. With the available magnetic fields for clinical MRI scanners (1.5 T, 3 T, 7 T), and the hardware capabilities such as strong gradient strengths with high slew rates and new dedicated radiofrequency (RF) sodium coils, it is possible to reach reasonable measurement times (~10–15 min) with a resolution of a few millimeters, where it has already been applied in vivo in many human organs such as the brain, cartilage, kidneys, heart, as well as in muscle and the breast. In this work, we review the different geometries and setup of sodium coils described in the available literature for different in vivo applications in human organs with clinical MR scanners, by providing details of the design, modeling and construction of the coils.