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Christopher Jaroniec Department of Chemistry & Biochemistry The Ohio State University Solid-State NMR Structural Studies of Proteins Using Paramagnetic Probes

Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

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Page 1: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Christopher Jaroniec Department of

Chemistry & Biochemistry The Ohio State University

Solid-State NMR Structural Studies of Proteins Using Paramagnetic Probes

Page 2: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Oschkinat et al., Nature (2002)

αα-spectrin SH3 domain (~300 13C-13C restraints)

M.H. Levitt, “Spin Dynamics”

•  Conventional approaches rely on measurements of through-space 13C-13C & 13C-15N dipolar couplings in 2D/3D correlation spectra

3/IS I S ISD rγ γ∝

Protein Structure by MAS Solid-State NMR

Page 3: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Oschkinat et al., Nature (2002)

αα-spectrin SH3 domain (~300 13C-13C restraints)

M.H. Levitt, “Spin Dynamics”

3/IS I S ISD rγ γ∝

•  Conventional approaches rely on measurements of through-space 13C-13C & 13C-15N dipolar couplings in 2D/3D correlation spectra

Protein Structure by MAS Solid-State NMR

Page 4: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Meier et al. Science (2008)

HET-s Prion Fibrils

Anabaena Sensory Rhodopsin

Ladizhansky et al. Nature Methods (2013)

Type-III Secretion System Needle

Lange et al. Nature (2012)

•  High-resolution structural and dynamic analysis is now possible for proteins up to ~300 aa and multi-MDa assemblies of smaller subunits

Protein Structure by MAS Solid-State NMR

Page 5: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

•  One bottleneck is the collection of large numbers of unambiguous >~5-6 Å distance restraints: small couplings, multispin effects, low S/N

Long-Range Distances Are Most Critical

3/IS I S ISD rγ γ∝

Page 6: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Solid-State NMR of Proteins Modified with Paramagnetic Tags

/ 660≈e Hγ γ

•  Intentionally introduce paramagnetic centers at specific sites as long-range structural probes due to large e��-n couplings

Page 7: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Paramagnetic Effects in MAS SSNMR Spectra

•  Contact shifts: e•-density at nucleus, negligible for e•-n distances > ~5 Å

•  PCS: centers with large electron g-anisotropy (e.g., Co2+, lanthanides)

•  Relaxation: centers with small g-anisotropy (e.g., nitroxides, Cu2+, Mn2+, Gd3+)

Paramagnetic shifts (contact & PCS) Paramagnetic relaxation

diamagnetic diamagnetic paramagnetic

paramagnetic

Frequency Frequency

Page 8: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

•  Fluctuation of direction/intensity of dipolar field generated by electron spin at nucleus leads to enhanced nuclear relaxation

Nuclear Paramagnetic Relaxation

Page 9: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

22 2 21 1 0

1 6 2 2 2 21 1

1 12 1 16 2 2 2 2

1 1

3 72 1 ( 1)

1 1 15 4

3 134

1 1ρ

µγ β

ω ω π

ω ω

⎛ ⎞ ⎛ ⎞Γ ≈ + = +⎜ ⎟ ⎜ ⎟+ + ⎝ ⎠⎝ ⎠

⎛ ⎞Γ ≈ Γ ≈ + +⎜ ⎟

+ +⎝ ⎠

e en e e

en n e e e

e ee

en n e e e

T TCC g S S

r T T

T TCT

r T T

Nuclear Paramagnetic Relaxation Solomon, Phys. Rev. 99 (1955) 559

Page 10: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Nuclear Paramagnetic Relaxation

•  PRE effects can be large for nuclei ~20 Å from paramagnetic center

•  Effects can be modulated by using different paramagnetic centers

•  Transverse PRE directly proportional to T1e (i.e., slowest relaxing centers cause largest PREs)

•  Longitudinal PRE largest when 1/T1e ~ nuclear Larmor frequency (in angular units)

Page 11: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Electronic Relaxation Times

Bertini & Luchinat, Coord. Chem. Rev. (1996)

T1e (s) 10-7 10-8 10-9 10-10 10-11 10-12 10-13

•  Typical T1e values are in the range 10-13 to 10-7 s

•  T1e values approximately the same for proteins in solution and hydrated proteins in solid phase @ RT

NO• (1/2) Mn2+ (5/2)

Gd3+ (7/2)

Cu2+ (1/2)

Fe3+ (5/2)

Ru3+ (5/2) Ln3+

Page 12: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Concept for PRE Based Protein SSNMR

• Electron-nucleus distances monitored simultaneously via resonance intensities in simplest 2D or 3D SSNMR spectra

Sengupta, Nadaud & Jaroniec, Acc. Chem. Res. 2013, 46, 2117

Page 13: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Concept for PRE Based Protein SSNMR

Sengupta, Nadaud & Jaroniec, Acc. Chem. Res. 2013, 46, 2117

• Electron-nucleus distances monitored simultaneously via resonance intensities in simplest 2D or 3D SSNMR spectra

Page 14: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Concept for PRE Based Protein SSNMR

Sengupta, Nadaud & Jaroniec, Acc. Chem. Res. 2013, 46, 2117

• Electron-nucleus distances monitored simultaneously via resonance intensities in simplest 2D or 3D SSNMR spectra

Page 15: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Spin Labeling of Proteins

•  R1/R1′ side-chains placed at solvent-exposed aa K28 or T53

•  Protein fold not affected

•  “Diluted” in microcrystals with unlabeled/diamagnetic protein

Hubbell, Curr. Opin. Struct. Biol. (1994)

Philippe Nadaud

GB1 (56 aa)

Page 16: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Paramagnetic Protein Samples for SSNMR 13C,15N protein, R1 12C,14N protein, R1′

3:1

Microdialysis (MPD:isopropanol)

Protein microcrystals

Pauli et al., JMR (2000) McDermott et al., JBNMR (2000) Martin & Zilm, JMR (2003) Franks et al., JACS (2005)

Page 17: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

SSNMR of Spin Labeled GB1-T53C Mutant

Spin-Labeled Diamagnetic

Ac

Nadaud, Helmus, Höfer & Jaroniec, J. Am. Chem. Soc. 2007, 129, 7502

Page 18: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

SSNMR of Spin Labeled GB1-T53C Mutant

Spin-Labeled Diamagnetic

Ac

Nadaud, Helmus, Höfer & Jaroniec, J. Am. Chem. Soc. 2007, 129, 7502

Page 19: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

SSNMR of Spin Labeled GB1-T53C Mutant

Spin-Labeled Diamagnetic

T25

V29 V21

A20

D22 N37

G9

T49

T51

E56

G41

W43 I6

Ac

Nadaud, Helmus, Höfer & Jaroniec, J. Am. Chem. Soc. 2007, 129, 7502

Page 20: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

SSNMR of Spin Labeled GB1-T53C Mutant

•  Signals from nuclei within ~10-12 Å of spin label are suppressed by large transverse PRE effects (mainly during initial 1H-15N CP)

Spin-Labeled Diamagnetic

T25

V29 V21

A20

D22 N37

G9

T49

T51

E56

G41

W43 I6

Ac

Nadaud, Helmus, Höfer & Jaroniec, J. Am. Chem. Soc. 2007, 129, 7502

Page 21: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Nadaud, Helmus, Höfer & Jaroniec, J. Am. Chem. Soc. 2007, 129, 7502

Qualitative Long-Range Distance Restraints

Philippe Nadaud

Page 22: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Balayssac, Bertini, Lelli, Luchinat, Maletta, JACS 2007, 129, 2218

Pintacuda, Giraud, Pierattelli, Bockmann, Bertini, Emsley, Angew. Chem. Int. Ed. 2007, 46, 1079

Initial SSNMR Studies of 13C,15N-Metalloproteins

Page 23: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

PRE Tuning by Other Paramagnetic Centers

Species logK EDTA-M S T1e (ns) ΓΓ2NO/ΓΓ2

M

Zn2+ 16.68 - - -

Cu2+ 18.86 1/2 ~2 ~50

Mn2+ 13.95 5/2 ~10 ~0.85

nitroxide - 1/2 ~100 1

Ermacora et al., PNAS (1992) Ebright et al. Biochemistry (1992)

•  Tune longitudinal and transverse PREs by using paramagnetic centers with different electronic properties

Page 24: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Quantitative Restraints via EDTA-Cu2+ Tags & R1 PREs

Zn2+ Cu2+

Mn2+ NO��

Nadaud et al. JACS 2009, 131, 8108; Nadaud et al. JACS 2010, 132, 9561

Cu2+

Mn2+

Page 25: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Ishita Sengupta

Determination of Protein Fold

Philippe Nadaud

Page 26: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

15N Longitudinal PREs for GB1-EDTA-Cu2+ Mutants

Ishita Sengupta Philippe Nadaud

•  >200 15N PREs (4-5 per aa) for set of 6 Cu2+/Zn2+ GB1 mutants in ~2-3 weeks

Page 27: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

•  Quantitative 15N-Cu2+ distances in ~10-20 Å range accessible

2+ 2+1 1 1(Cu ) (Zn )N N NR RΓ = −

Quantitative Long-Range Distance Restraints

Page 28: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

ββ1

ββ2 ββ3

ββ4

αα

Comparison of Experimental & Predicted PREs: Limited Data Set from Initial Studies

•  Backbone torsion angles fixed to GB1 values

•  Conformation of EDTA-Cu2+ refined subject to PRE restraints

•  Good agreement for PRE values > ~0.1 s-1

r2 = 0.94 RMSD = 0.04 s-1

Nadaud, Helmus, Kall & Jaroniec, J. Am. Chem. Soc. 2009, 131, 8108

Page 29: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Effect of Intermolecular Electron-Nucleus Interactions on PRE Measurements

•  ~15-20% dilution of 13C,15N-protein in natural abundance matrix appears to be optimal, though not critical; several elevated PREs observed at ~10% dilution (secondary Cu2+ binding site)

~25% ~15% ~10%

Nadaud, Sengupta, Helmus & Jaroniec, J. Biomol. NMR 2011, 51, 293

Page 30: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

~25% ~15% ~10% Observation of Cu2+ Sites by Solution NMR

•  For super-stoichiometric [Cu2+]/[protein] ratios the Cu2+ ions appear to bind to surface Asp and Glu side-chains

Nadaud, Sengupta, Helmus & Jaroniec, J. Biomol. NMR 2011, 51, 293

Page 31: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Rapid Acquisition of SSNMR Protein Spectra

•  Fast data acquisition facilitated by rapid MAS, low-power RF & Cu(II)-tags (same idea as PACC approach introduced before by Ishii and others)

GB1-28EDTA-Cu2+

•  Sample: 1 mg (~150 nmol) •  Experiment time: 7 min!

2D 15N-13CO-S3E @ 40 kHz MAS

Nadaud, Helmus, Sengupta & Jaroniec, J. Am. Chem. Soc. 2010, 132, 9561

Page 32: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Rapid 3D SSNMR: Sequential Assignments

•  Complete “backbone walk” from two 3D SSNMR spectra of ~3 h each

•  Sensitivity can be further improved with deuterated proteins & 1H detection …

Nadaud, Helmus, Sengupta & Jaroniec, J. Am. Chem. Soc. 2010, 132, 9561

Page 33: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Refinement with X-ray Data and PREs

No PREs

• Torsions for helix & strands fixed to X-ray values, loops randomized

Collaboration with C. Schwieters (NIH)

Page 34: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

• Torsions for helix & strands fixed to X-ray values, loops randomized

No PREs With ~230 PREs

Refinement with X-ray Data and PREs

Collaboration with C. Schwieters (NIH)

Page 35: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Refinement with TALOS+ and PREs

•  De novo calculation gives correct global fold with 1.8 Å bb RMSD vs. X-ray

Sengupta, Nadaud, Helmus, Schwieters & Jaroniec, Nature Chem. 2012, 4, 410

Page 36: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Rajith Arachchige

Min Gao

Compact High-Affinity Cu2+ Binding Tags

Ishita Sengupta

TETAC Synthesis based on: Lacerda et al., Polyhedron (2007)

Page 37: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

PRE Measurements: 28TETAC-Cu2+ GB1

Sengupta et al. J. Biomol. NMR 2015, 61, 1

Page 38: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

•  Signals from nuclei within ~10 Å of Cu2+ center strongly attenuated due to transverse PREs

Sengupta et al. J. Biomol. NMR 2015, 61, 1

PRE Measurements: 28TETAC-Cu2+ GB1

Page 39: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

( )2

3 232

3cos 11

12 sin cos 2

axPCS

en rhr

χ θδ

π χ θ ϕ

⎡ ⎤Δ − +⎢ ⎥=⎢ ⎥Δ⎣ ⎦

Zn2+

Co2+

PCS Measurements in Co2+ Tagged Proteins

Rajith Arachchige

-1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2-1.2

-1.0

-0.8

-0.6

-0.4

-0.2

0.0

0.2

Experimental 13C PCS (ppm)

Cal

cula

ted

13C

PC

S (p

pm)

Page 40: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Structure determination of a Co2+ metalloprotein aided by PCS restraints

Bertini, Bhaumik, De Paepe, Griffin, Lelli, Lewandowski, Luchinat JACS 2010, 132, 1032

Page 41: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Structure determination with PCS restraints from 4MMDPA-Co2+ proteins and CS-Rosetta

Li, Pilla, Yang et al. JACS 2013, 135, 8294

4MMDPA: Su, Otting et al. JACS 2008, 130, 10486

Page 42: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Wang, Munro, Kim, Jung, Brown & Ladizhansky, JACS 2012, 134, 16995

Oligomeric State of Membrane-Bound 7-Helix Sensory Rhodopsin from PREs

S26R1

Page 43: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

A113C-MTSL A113C-Ac-MTSL

Theint Theint

SSNMR of Spin Labeled Human PrP23-144 Fibrils

Page 44: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Higher Order huPrP23-144 Fibril Architecture0.48

1.99MPL

MWη

⋅= ≈

Intermolecular PREs

~5 nm

~5 nm

Page 45: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Solvent Interfaces via 15N PREs with Cu2+-EDTA: Similar to earlier work by Ishii, Reif

< 0.1 s-1 (protected)

0.1 - 0.25 s-1

> 0.25 s-1 (exposed)

n.d.

Darryl Aucoin

Page 46: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Summary

•  Paramagnetic tags can be used as unique structural probes in MAS solid-state NMR with many potential applications to biological solids:

-  Quantitative long-range distance measurements -  Protein fold determination -  Probing intermolecular contacts -  Spectral editing & sensitivity enhancement -  Identification of ligand binding sites -  …

Page 47: Solid-State NMR Structural Studies of Proteins Using … · 2016. 1. 12. · Oschkinat et al., Nature (2002) α-spectrin SH3 domain (~300 13C-13C restraints) M.H. Levitt, “Spin

Acknowledgments Philippe Nadaud Jonathan Helmus Ishita Sengupta Rajith Arachchige Min Gao Dwaipayan Mukhopadhyay Theint Theint Darryl Aucoin Charles Schwieters (NIH) Witold Surewicz (CWRU)