le ‘immagini’ del dolore imaging pain€¦ · resting-state fmri - technique • epi scans...

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Le ‘immagini’ del dolore Imaging pain Andrea Falini UOC di Neuroradiologia, Ospedale e Università Vita-Salute San Raffaele, Milano

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Page 1: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Le ‘immagini’ del dolore Imaging pain

Andrea Falini

UOC di Neuroradiologia, Ospedale e Università Vita-Salute San Raffaele, Milano

Page 2: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Pain and Imaging

SI

AC

AC

SII

Page 3: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Functional Imaging (fMRI)

Page 4: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Pain and Imaging

Page 5: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Pain and Imaging

Page 6: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Pain and fMRI

Page 7: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Courtesy F. Barkhof

fMRI Studi di connettività

Basal state

Activation

Page 8: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Resting-state fMRI - technique

• EPI scans acquired every 2-3 seconds– 200 or more volumes

• No-task condition: rest, eyes open/closed– instruction not to think of anything in particular

• Preprocessing– movement correction, signal scaling, standard space– optional – cardiac/respiratory signal regression

• Post-processing techniques (FSL, GIFT, SPM)– seed-based (with additional nuisance regressors)– ICA (independent component analysis)– network (graph) analysis

Page 9: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Pievani M et al. Lancet Neurol 2011

Page 10: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

The “Default-mode” network (DMN)

• The main nodes of the DMN are in the Anterior and Posterior cingulate cortex (ACC/PCC) and right/left inferior parietal cortex (IPC)

• Typically, DMN also recruits bilateral Hyppocampus, Medial Pre-frontal cortex (MPFC) and infero-lateral temporal cortex (ILTC)

ACC

PCC

R-IPC L-IPC

HYPP

ILTC

MPFC

Page 11: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Pain related connectivity

Researchers are now using imaging techniques to examine connectivity among pain-related regions and possible disruptions of such connectivity in chronic pain patients.

In healthy individuals undergoing experimental heat pain, Ploner and colleagues used this method to determine that the individual functional connectivity between the anterior IC and brainstem, regions thought to be related to the subjective perception of pain and the modulation of pain, respectively, predicted whether a potentially noxious event would be perceived as painful.

Page 12: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Pain related connectivity

Page 13: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Pain related connectivity

Pre-stimolo

Page 14: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Pain related connectivity

connettività

Page 15: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Connectivity in polyneuropathy

Page 16: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Resting state networks

Page 17: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Connectivity in polyneuropathy

Page 18: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Studi di attivazione midollare

Page 19: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Studi di attivazione midollare

Page 20: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Studi di attivazione midollare

Page 21: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Arterial Spin Labeling (ASL)

Page 22: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Arterial Spin Labeling (ASL)

Page 23: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Arterial Spin Labeling (ASL)

Page 24: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Pain. 2010 Mar;148(3):375-86. Using perfusion MRI to measure the dynamic changes in neural activation associated with tonic muscular pain.

Arterial Spin Labeling (ASL)

Page 25: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Studi strutturali

Alterazioni strutturali sono state descritte in soggetti con dolore o stimoli nocicettivi prolungati:

fibromialgia, emicrania o osteoartrite

>> riduzione della sostanza grigia:

- ACC, IC, talamo e corteccia frontale, paraippocampo

Page 26: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Studi strutturali nel dolore cronico

The Journal of Clinical Investigation Volume 120 Number 11 November 2010

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Studi strutturali

DaSilva AF et Al.PlosOne2008

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Diffusione tensoriale

Some clinical significance of decreased diffusion directionality was provided by a study in fibromyalgia patients that demonstrated a relationship between decreased fractional anisotropy in the thalamocortical tract and the degree of stiffness

Lutz J et al. Arthritis & Rheumatism 2008

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Diffusione tensoriale

Page 30: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Diffusione tensoriale: Trattografia

Page 31: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Diffusione tensoriale: Trattografia

Page 32: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Diffusione tensoriale: Trattografia

Page 33: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Diffusione tensoriale: Trattografia

Page 34: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Spettroscopia

Page 35: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Spettroscopia

VLPFC normal

VLPFC Pt 1

VLPFC Pt 3VLPFC Pt 2

GluGlu

GluGluGluGlu

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Spettroscopia

Page 37: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Spettroscopia

Page 38: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Spettroscopia

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Conclusioni

Page 40: Le ‘immagini’ del dolore Imaging pain€¦ · Resting-state fMRI - technique • EPI scans acquired every 2-3 seconds – 200 or more volumes • No-task condition: rest, eyes

Grazie per l’attenzione