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Latest Developments in fMRI Peter A. Bandettini, Ph.D Unit on Functional Imaging Methods & 3T Neuroimaging Core Facility Laboratory of Brain and Cognition.

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Presentation on theme: "Latest Developments in fMRI Peter A. Bandettini, Ph.D Unit on Functional Imaging Methods & 3T Neuroimaging Core Facility Laboratory of Brain and Cognition."— Presentation transcript:

1 Latest Developments in fMRI Peter A. Bandettini, Ph.D Unit on Functional Imaging Methods & 3T Neuroimaging Core Facility Laboratory of Brain and Cognition National Institute of Mental Health

2 The use of fMRI for the Investigation of Brain Function and Physiology Where? When? How much? How to get the brain to do what we want it to do in the context of an fMRI experiment? (limitations: limited time and signal to noise, motion, acoustic noise) How much more information can we obtain?

3 Neuronal Activation Hemodynamics Measured fMRI Signal ?? Physiologic Factors

4 A Primary Challenge for Observing Brain Activation:...to make progressively more precise inferences without making too many assumptions about non-neuronal physiologic factors.

5 Blood Volume –Contrast agent injection and time series collection of T2* or T2 - weighted images BOLD –Time series collection of T2* or T2 - weighted images Perfusion –T1 weighting –Arterial spin labeling Contrast in Functional MRI

6 Resting Active

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9 BOLD Contrast in the Detection of Neuronal Activity Cerebral Tissue Activation Local Vasodilation Increase in Cerebral Blood Flow and Volume Oxygen Delivery Exceeds Metabolic Need Increase in Capillary and Venous Blood Oxygenation Decrease in Deoxy-hemoglobin Deoxy-hemoglobin: paramagnetic Oxy-hemoglobin: diamagnetic Decrease in susceptibility-related intravoxel dephasing Increase in T2 and T2* Local Signal Increase in T2 and T2* - weighted sequences

10 The BOLD Signal Blood Oxygenation Level Dependent (BOLD) signal changes task

11 Alternating Left and Right Finger Tapping ~ 1992

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13 EPISTAR FAIR... Perfusion Time Series - -- - Perfusion / Flow Imaging

14 FAIREPISTARTI (ms) 200 400 600 800 1000 1200

15 Resting ASL Signal

16 Comparison with Positron Emission Tomography PET: H 2 15 OMRI: ASL

17 Pushing the Envelope… 1.Temporal Resolution 2.Spatial Resolution 3.Sensitivity and Noise 4.Information Content 5.Implementation

18 Pushing the Envelope… 1.Temporal Resolution 2.Spatial Resolution 3.Sensitivity and Noise 4.Information Content 5.Implementation

19 time AnatomicFunctional

20 Echo-Planar Imaging

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22 -0.5 0 0.5 1 1.5 2 1520253035 Time (sec) 1000 msec 100 msec 34 msec

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24 Word stem completion

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26 Latency Magnitude + 2 sec - 2 sec

27 Regions of Interest Used for Hemi-Field Experiment Right Hemisphere Left Hemisphere

28 10 2030 Time (seconds) 9.0 seconds 15 seconds 500 msec

29 -2.4 -1.6 -0.8 0 0.8 1.6 2.4 3.2 0102030 Percent MR Signal Strength Time (seconds) Average of 6 runs Standard Deviations Shown Hemi-field with 500 msec asynchrony

30 = + 2.5 s - 2.5 s 0 s 500 ms Right Hemifield Left Hemifield -

31 11026–11031 PNAS September 26, 2000 vol. 97 no. 20

32 Pushing the Envelope… 1.Temporal Resolution 2.Spatial Resolution 3.Sensitivity and Noise 4.Information Content 5.Implementation

33 Single Shot Imaging T2* decay EPI Readout Window ≈ 20 to 40 ms

34 Multishot Imaging T2* decay EPI Window 1 T2* decay EPI Window 2

35 Partial k-space imaging T2* decay EPI Window

36 Excitations1248 Matrix Size64 x 64128 x 128256 x 128 256 x 256 Multi Shot EPI

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40 BOLD Perfusion RestActivation

41 Anatomy BOLD Perfusion

42 Venous inflow (Perf. No VN) Arterial inflow (BOLD TR < 500 ms) Hemodynamic Specificity

43 ODC Maps using fMRI calcarine 1 cm 1 Malonek D, Grinvald A. Science 272, 551-4 (1996). 3 Horton JC, Hocking DR. J Neurosci 16, 7228-39 (1996). 4 Horton JC, et al. Arch Ophthalmol 108, 1025-31 (1990). Identical in size, orientation, and appearance to those obtained by optical imaging 1 and histology 3,4.

44 [Oxy] The vascular response to prolonged neural stimulation The vascular response to brief neural stimulation ~12 sec 1 Malonek D, Grinvald A. Science 272, 551- 4 (1996). 2 Kim D-S, Duong T, Kim S-G. Nat Neurosci 3, 164-9 (2000). Why short is better than long It is argued that fMRI cannot achieve submillimeter functional resolution because a saturated hyperoxic vascular response to neural activity spreads over many millimeters 1,2. However, optical imaging has demonstrated that the hyperoxic response can yield well-localized maps when using short duration stimuli (<5 sec) 1.

45 Pushing the Envelope… 1.Temporal Resolution 2.Spatial Resolution 3.Sensitivity and Noise 4.Information Content 5.Implementation

46 1400 1200 1000 800 600 400 200 0 200 400 600 800 1000 1200 1400 PHANTOMS Image S/N Temporal S/N N. Petridou Image S/N 0 200 400 600 800 1000 1000 800 600 400 200 Temporal S/N SUBJECTS Temporal S/N vs. Image S/N

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48 Pushing the Envelope… 1.Temporal Resolution 2.Spatial Resolution 3.Sensitivity and Noise 4.Information Content 5.Implementation

49 Motor Cortex Auditory Cortex

50 Different stimulus “ON” periods measured linear Signal 0.25 s0.5 s1 s2 s20 s time (s) Stimulus timing BOLD Response Brief stimuli produce larger responses than expected

51 Results – visual task Nonlinearity Magnitude Latency

52 Results – motor task Nonlinearity Magnitude Latency

53 Different stimulus “OFF” periods Stimulus timing BOLD Response measured linear Signal 2 s3 s4 s8 s16 s time (s) Brief stimulus OFF periods produce smaller decreases than expected

54 Sources of this Nonlinearity Neuronal Hemodynamic –Oxygen extraction –Blood volume dynamics  Volume Flow InFlow Out Oxygen Extraction

55 5% CO2 12% O2

56 0200400600800100012001400 -10 -5 0 5 10 15 20 CBF (% increase) Time (seconds) 0200400600800100012001400 0 1 2 3 BOLD (% increase) Time (seconds) CMRO 2 -related BOLD signal deficit: N=12 hypercapnia visual stimulation CBFBOLD Simultaneous Perfusion and BOLD imaging during graded visual activation and hypercapnia Hoge, et al.

57 CBF-CMRO 2 coupling 01020304050 0 1 2 3 4 Perfusion (% increase) BOLD (% increase) 0 +10+20 -10 Characterizing Activation-induced CMRO 2 changes using calibration with hypercapnia Hoge, et al.

58 Computed CMRO 2 changes Subject 1 Subject 2 % 40 0 10 20 30 -10 -20 -30 -40 Hoge, et al.

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60 Neuronal Activation Input Strategies 1. Block Design 2. Frequency Encoding 3. Phase Encoding 4. Single Event 5. Orthogonal Block Design 6. Free Behavior Design.

61 Free Behavior Design Use a continuous measure as a reference function: Task performance Skin Conductance Heart, respiration rate.. Eye position EEG

62 Brain activity correlated with SCR during “Rest”

63 Pushing the Envelope… 1.Temporal Resolution 2.Spatial Resolution 3.Sensitivity and Noise 4.Information Content 5.Implementation

64 Motion Recognize? Edge effects Shorter signal change latencies Unusually high signal changes External measuring devices Correct? Image registration algorithms Orthogonalize to motion-related function (cardiac, respiration, movement) Navigator echo for k-space alignment (for multishot techniques) Re-do scan Bypass? Paradigm timing strategies.. Gating (with T1-correction) Suppress? Flatten image contrast Physical restraint Averaging, smoothing

65 Prior EPI Gradients ( 20 sec ) Image Acquisition ( 20 to 30 sec) Average Time SeriesDifference Time Series TCTCTCT -= TC C

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67 Time (sec) 0 1 2 3 4 5 6 7 a. b. c.

68 b.

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70 How to deal with Scanner Noise? Clustered volume acquisition Talavage et al. Silent sequences

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73 Staff Scientists: Sean Marrett Jerzy Bodurka Post Docs: Rasmus Birn Patrick Bellgowan Ziad Saad Graduate Student: Natalia Petridou Summer Student: Dan Kelley Program Assistant: Kay Kuhns Functional Imaging Methods / 3T Group August, 2000


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