Department of Radiology Problems in MR that really need quantum mechanics: The density matrix approach Robert V. Mulkern, PhD Department of Radiology Children’s Hospital Boston, MA
Nuclear Spin: An inherently Quantum Mechanical (QM) Phenomenon Angular momentum operators represent spin I
But problems in MR that need QM? Proton imaging? Not really… Relaxation? Not really… Radiological interpretations? Sometimes… Spectroscopy? Absolutely… Spectroscopic imaging? Yes indeed… X-nuclei? Why not!
Proton Imaging: Our Bread and Butter T2 Contrast T1 Contrast Tissue relaxation rates and pulse sequence specifics determine Tissue contrast – all understood via the classical Bloch equations
BPP Theory: Used QM to calculate T1, T2 – 1950’s – rarely used in practice Fluctuations of Dipolar Hamiltonian
QM in Radiological Interpretations? Magic angle effect (3cos2 – 1) = 0 Bright fat effect (quenching of J-coupling with multiple 180’s)
“When molecules lie at 54.74° there is lengthening of T2 times (don't understand why, but it involves 'bipolar coupling')”
“Dipolar Coupling” - Magnetic energy between two dipoles
The Dipolar Hamiltonian
Bright Fat Phenomenon
Where QM Really Rules: Coupled Spin Systems and Spectroscopy
“Shut up and Calculate” Richard Feynman The real beauty of the Density Matrix Formalism – no thinking…
Spin ½ Rules of the Road Iz|+> = ½ |+> Iz|-> = -1/2 |-> Ix = (I+ + I-)/2 Iy = (I+ - I-)/2i I+|+> = 0 I+|-> = |+> I-|-> = 0 I-|+> = |-> h = 1, let’s be friends Commutation Relations [I,S] = 0 (two spins) [Ii,Ij] = ijkIk
Typical Hamiltonians of Interest 1) H = woIz 2) H = (wo + /2)Iz + (wo – /2)Sz + JIzSz 3) H = (wo + /2)Iz + (wo – /2)Sz + JIxSx + J IySy + JIzSz 4) H = w1Iy or w1Ix RF pulses Weak vs strong and “secular” terms: J << means weak and no secular terms
Density Matrix Example: Free Precession 1 2 H = woIz H|+> = (1/2)wo|+> H|-> = -(1/2)wo|-> = exp(-iHt)exp(-iIy)Izexp(iIy)exp(iHt) Calculate the Signal as Tr{(Ix+iIy)} = Tr{I+}
The Matrix and its Trace Tr{(Ix+iIy)} = Tr{I+} <+|I+|+> <+|I+|-> <-|I+|+> <-|I+|-> <-|I+|-> = only nonvanishing diagonal element <-|exp(-iHt)exp(-iIy)Izexp(iIy)exp(iHt)|+> = exp(iwot/2) <-|exp(-iHt)exp(-iIy)Izexp(iIy)|+> = ? How to handle the RF pulses?
The Pauli Spin Matrices Wolfgang Pauli
Matrix Representations of Angular Momentum Operators 0 1 = The Identity Matrix
So…keep on trucking to get the classical FID result exp(iwot/2) <-|exp(-iHt)exp(-iIy)Izexp(iIy)|+> = exp(iwot) <-|exp(-iIy) Iz (cos/2 + sin/2 (I+-I-))|+> = … exp(iwot) cos/2 sin/2 = (1/2) exp(iwot) sin y t 1 2
The general approach Identify pulse sequence, Hamiltonian(s) Construct density matrix operator Calculate Tr({ I+} to get time domain signal – the diagonal elements Multiply by exp(-R2t) and Fourier transform for spectrum
The citrate molecule AB System
Citrate quantitation and prostate cancer
Projection Operator: Sum over States (when you get stuck)
Two Spin Hard Pulse RF Operators Fy = Iy + Sy [I,S] = 0, I and S commute
So…shut up and calculate!
Localization with PRESS sequence
The Best Day of My Life? Theory Experiment
Joining the Greats!
Inverted lactate at TE = 140 ms
The lactate molecule AX3 system
Lactate (AX3) Calculation
Why is lactate inverted at TE = 140 ms and up again at 240 ms?
Ethanol Detection with brain MRS 270 ms TE
An A2X3 Calculation…Optimize Ethanol detection in the Brain
6 minute scans 18 minute scan
31P MRI of ATP
RARE Sequence and Density Matrix
With J = J = J and J = 0
J-Coupled modulation of k-space lines
Hey you great guys and girl - Thanks for the QM! …and we still have a lot to calculate…
Be careful what you say in print… Magn Reson Med 1993;29:38-33 “ “ Be careful what you say in print…
Every Pulse Sequence has a Density Matrix Operator 1 2 Gradient Echo 90y t 180x 1 2 3 4 Spin Echo