Cited by 66Advanced NMR Techniques and ApplicationsMetabolomics and Mass Spectrometry StudiesNMR spectroscopy and applications

In-Cell Sensitivity-Enhanced NMR of Intact Viable Mammalian Cells

Open access
Ghosh, Rupam, Xiao, Yiling, Kragelj, Jaka, Frederick, Kendra K.·2021·Journal of the American Chemical Society

Published version of a preprint

Abstract

NMR has the resolution and specificity to determine atomic-level protein structures of isotopically labeled proteins in complex environments, and with the sensitivity gains conferred by dynamic nuclear polarization (DNP), NMR has the sensitivity to detect proteins at their endogenous concentrations. However, DNP sensitivity enhancements are critically dependent on experimental conditions and sample composition. While some of these conditions are theoretically compatible with cellular viability, the effects of others on cellular sample integrity are unknown. Uncertainty about the integrity of cellular samples limits the utility of experimental outputs of in-cell experiments. Using several measures, we establish conditions that support DNP enhancements that can enable detection of micromolar concentrations of proteins in experimentally tractable times that are compatible with cellular viability. Taken together, we establish DNP-assisted MAS NMR as a technique for structural investigations of biomolecules in intact viable cells that can be phenotyped both before and after NMR experiments.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1021/jacs.1c06680

Cites

2 of 2 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • AsymPolPOK and other biradicals are small, water-soluble molecules that diffuse through porous cell walls without disrupting their structure.

    “AsymPolPOK and other biradicals are small (2–3 nm), water-soluble molecules that diffuse through porous cell walls without disrupting their structure, enabling widespread use in the structural analysis of plant, fungal, algal, and bacterial cell wall materials as well as intact mammalian cells84–90.”

    From Distinct echinocandin responses of Candida albicans and Candida auris cell walls revealed by solid-state NMR (2025) · cites this paper as [85]

    The Results and Discussion (page unavailable) show that AMUPol, a small molecule, was used to study intact viable mammalian cells while maintaining cellular organization. They do not describe AsymPolPOK, a 2–3 nm size, or diffusion through porous plant, fungal, algal, or bacterial cell walls. Instead, the Results say most AMUPol was likely excluded by the mammalian plasma membrane, so the proposed diffusion mechanism is not supported by this paper. (LLM, conf=0.87)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 64

  1. [1]Frederick KK; Michaelis VK; Corzilius B; Ong T-C; Jacavone AC; Griffin RG; Lindquist S, Sensitivity-enhanced NMR reveals alterations in protein structure by cellular milieus. Cell 2015, 163 (3), 620– 628. 26456111 PMC4621972
  2. [2]Banci L; Barbieri L; Bertini I; Luchinat E; Secci E; Zhao Y; Aricescu AR, Atomic-resolution monitoring of protein maturation in live human cells by NMR. Nature chemical biology 2013, 9 (5), 297– 299. 23455544 PMC4017183
  3. [3]Freedberg DI; Selenko P, Live cell NMR. Annual Review of Biophysics 2014, 43, 171– 192. 24895852
  4. [4]Sakakibara D; Sasaki A; Ikeya T; Hamatsu J; Hanashima T; Mishima M; Yoshimasu M; Hayashi N; Mikawa T; Wälchli M, Protein structure determination in living cells by in-cell NMR spectroscopy. Nature 2009, 458 (7234), 102– 105. 19262674
  5. [5]Selenko P; Serber Z; Gadea B; Ruderman J; Wagner G, Quantitative NMR analysis of the protein G B1 domain in Xenopus laevis egg extracts and intact oocytes. Proceedings of the National Academy of Sciences 2006, 103 (32), 11904– 11909. PMC1523310 16873549
  6. [6]Theillet F-X; Rose HM; Liokatis S; Binolfi A; Thongwichian R; Stuiver M; Selenko P, Site-specific NMR mapping and time-resolved monitoring of serine and threonine phosphorylation in reconstituted kinase reactions and mammalian cell extracts. Nature protocols 2013, 8 (7), 1416. 23807285
  7. [8]Inomata K; Ohno A; Tochio H; Isogai S; Tenno T; Nakase I; Takeuchi T; Futaki S; Ito Y; Hiroaki H, High-resolution multi-dimensional NMR spectroscopy of proteins in human cells. Nature 2009, 458 (7234), 106– 109. 19262675
  8. [9]Majumder S; Xue J; DeMott CM; Reverdatto S; Burz DS; Shekhtman A, Probing protein quinary interactions by in-cell nuclear magnetic resonance spectroscopy. Biochemistry 2015, 54 (17), 2727– 2738. 25894651 PMC4447238
  9. [10]Waudby CA; Camilloni C; Fitzpatrick AW; Cabrita LD; Dobson CM; Vendruscolo M; Christodoulou J, In-cell NMR characterization of the secondary structure populations of a disordered conformation of α-synuclein within E. coli cells. PloS one 2013, 8 (8), e72286. 23991082 PMC3753296
  10. [11]Monteith WB; Pielak GJ, Residue level quantification of protein stability in living cells. Proceedings of the National Academy of Sciences 2014, 111 (31), 11335– 11340. PMC4128145 25049396
  11. [12]Theillet F-X; Binolfi A; Bekei B; Martorana A; Rose HM; Stuiver M; Verzini S; Lorenz D; van Rossum M; Goldfarb D; Selenko P, Structural disorder of monomeric α-synuclein persists in mammalian cells. Nature 2016, 530 (7588), 45– 50. 26808899
  12. [13]Pielak GJ; Li C; Miklos AC; Schlesinger AP; Slade KM; Wang G-F; Zigoneanu IG, Protein nuclear magnetic resonance under physiological conditions. Biochemistry 2009, 48 (2), 226– 234. 19113834 PMC2645539
  13. [14]Bertrand K; Reverdatto S; Burz DS; Zitomer R; Shekhtman A, Structure of proteins in eukaryotic compartments. Journal of the American Chemical Society 2012, 134 (30), 12798– 12806. 22758659 PMC3417295
  14. [15]Hamatsu J; O’Donovan D; Tanaka T; Shirai T; Hourai Y; Mikawa T; Ikeya T; Mishima M; Boucher W; Smith BO, High-resolution heteronuclear multidimensional NMR of proteins in living insect cells using a baculovirus protein expression system. Journal of the American Chemical Society 2013, 135 (5), 1688– 1691. 23327446
  15. [16]Banci L; Barbieri L; Luchinat E; Secci E, Visualization of redox-controlled protein fold in living cells. Chemistry & biology 2013, 20 (6), 747– 752. 23790485
  16. [17]Luchinat E; Banci L, In-cell NMR in human cells: Direct protein expression allows structural studies of protein folding and maturation. Accounts of chemical research 2018, 51 (6), 1550– 1557. 29869502
  17. [18]Luchinat E; Barbieri L; Campbell TF; Banci L, Real-Time Quantitative In-Cell NMR: Ligand Binding and Protein Oxidation Monitored in Human Cells Using Multivariate Curve Resolution. Analytical chemistry 2020, 92 (14), 9997– 10006. 32551584 PMC7735651
  18. [19]Hänsel R; Luh LM; Corbeski I; Trantirek L; Dötsch V, In-cell NMR and EPR spectroscopy of biomacromolecules. Angewandte Chemie International Edition 2014, 53 (39), 10300– 10314. 25070284
  19. [20]Bodart J-F; Wieruszeski J-M; Amniai L; Leroy A; Landrieu I; Rousseau-Lescuyer A; Vilain J-P; Lippens G, NMR observation of Tau in Xenopus oocytes. Journal of magnetic resonance 2008, 192 (2), 252– 257. 18378475
  20. [21]Narasimhan S; Scherpe S; Lucini Paioni A; Van Der Zwan J; Folkers GE; Ovaa H; Baldus M, DNP-Supported Solid-State NMR Spectroscopy of Proteins Inside Mammalian Cells. Angewandte Chemie 2019, 131 (37), 13103– 13107. PMC6772113 31233270
  21. [22]Albert BJ; Gao C; Sesti EL; Saliba EP; Alaniva N; Scott FJ; Sigurdsson ST; Barnes AB, Dynamic nuclear polarization nuclear magnetic resonance in human cells using fluorescent polarizing agents. Biochemistry 2018, 57 (31), 4741– 4746. 29924582 PMC6842659
  22. [23]Gupta R; Lu M; Hou G; Caporini MA; Rosay M; Maas W; Struppe J; Suiter C; Ahn J; Byeon I-JL, Dynamic nuclear polarization enhanced MAS NMR spectroscopy for structural analysis of HIV-1 protein assemblies. The Journal of Physical Chemistry B 2016, 120 (2), 329– 339. 26709853 PMC4890707
  23. [24]Kaplan M; Narasimhan S; de Heus C; Mance D; van Doorn S; Houben K; Popov-Čeleketić D; Damman R; Katrukha EA; Jain P, EGFR dynamics change during activation in native membranes as revealed by NMR. Cell 2016, 167 (5), 1241– 1251. e11. 27839865
  24. [25]Qiang W; Yau W-M; Lu J-X; Collinge J; Tycko R, Structural variation in amyloid-β fibrils from Alzheimer’s disease clinical subtypes. Nature 2017, 541 (7636), 217. 28052060 PMC5233555
  25. [27]Costello WN; Xiao Y; Frederick KK, DNP-Assisted NMR Investigation of Proteins at Endogenous Levels in Cellular Milieu. Methods in enzymology 2019, 615, 373– 406. 30638534 PMC8982140
  26. [28]Schlagnitweit J; Friebe Sandoz S; Jaworski A; Guzzetti I; Aussenac F; Carbajo RJ; Chiarparin E; Pell AJ; Petzold K, Observing an Antisense Drug Complex in Intact Human Cells by in-Cell NMR Spectroscopy. ChemBioChem 2019, 20 (19), 2474– 2478. 31206961
  27. [29]Renault M; Tommassen-van Boxtel R; Bos MP; Post JA; Tommassen J; Baldus M, Cellular solid-state nuclear magnetic resonance spectroscopy. Proceedings of the National Academy of Sciences 2012, 109 (13), 4863. PMC3323964 22331896
  28. [30]Akbey Ü; Franks WT; Linden A; Lange S; Griffin RG; van Rossum BJ; Oschkinat H, Dynamic nuclear polarization of deuterated proteins. Angewandte Chemie International Edition 2010, 49 (42), 7803– 7806. 20726023 PMC4435681
  29. [31]Takahashi H; Fernández-de-Alba C; Lee D; Maurel V; Gambarelli S; Bardet M; Hediger S; Barra A-L; De Paëpe G, Optimization of an absolute sensitivity in a glassy matrix during DNP-enhanced multidimensional solid-state NMR experiments. Journal of Magnetic Resonance 2014, 239, 91– 99. 24480716
  30. [32]Lee M; Hong M, Cryoprotection of lipid membranes for high-resolution solid-state NMR studies of membrane peptides and proteins at low temperature. Journal of biomolecular NMR 2014, 59 (4), 263– 277. 25015530 PMC4160392
  31. [33]Tran NT; Mentink-Vigier F; Long JR, Dynamic Nuclear Polarization of Biomembrane Assemblies. Biomolecules 2020, 10 (9), 1246. PMC7565305 32867275
  32. [34]Sauvée C; Rosay M; Casano G; Aussenac F; Weber RT; Ouari O; Tordo P, Highly efficient, water-soluble polarizing agents for dynamic nuclear polarization at high frequency. Angewandte Chemie 2013, 125 (41), 11058– 11061. 23956072
  33. [35]Lund A; Casano G; Menzildjian G; Kaushik M; Stevanato G; Yulikov M; Jabbour R; Wisser D; Renom-Carrasco M; Thieuleux C, TinyPols: a family of water-soluble binitroxides tailored for dynamic nuclear polarization enhanced NMR spectroscopy at 18.8 and 21.1 T. Chemical Science 2020, 11 (10), 2810– 2818. 34084341 PMC8157490
  34. [36]Stevanato G; Casano G; Kubicki DJ; Rao Y; Esteban Hofer L; Menzildjian G; Karoui H; Siri D; Cordova M; Yulikov M, Open and closed radicals: local geometry around unpaired electrons governs magic-angle spinning dynamic nuclear polarization performance. Journal of the American Chemical Society 2020, 142 (39), 16587– 16599. 32806886
  35. [37]Ni QZ; Daviso E; Can TV; Markhasin E; Jawla SK; Swager TM; Temkin RJ; Herzfeld J; Griffin RG, High frequency dynamic nuclear polarization. Accounts of chemical research 2013, 46 (9), 1933– 1941. 23597038 PMC3778063
  36. [38]Akbey Ü; Oschkinat H, Structural biology applications of solid state MAS DNP NMR. journal of magnetic resonance 2016, 269, 213– 224. 27095695
  37. [39]Narasimhan S; Pinto C; Paioni AL; van der Zwan J; Folkers GE; Baldus M, Characterizing proteins in a native bacterial environment using solid-state NMR spectroscopy. Nature Protocols 2021, 16 (2), 893– 918. 33442051
  38. [40]Jaudzems K; Bertarello A; Chaudhari SR; Pica A; Cala-De Paepe D; Barbet-Massin E; Pell AJ; Akopjana I; Kotelovica S; Gajan D, Dynamic Nuclear Polarization-Enhanced Biomolecular NMR Spectroscopy at High Magnetic Field with Fast Magic-Angle Spinning. Angewandte Chemie International Edition 2018, 57 (25), 7458– 7462. 29566299
  39. [41]Miyamoto Y; Ikeuchi M; Noguchi H; Hayashi S, Long-term Cryopreservation of Human and other Mammalian Cells at −80 °C for 8 Years. Cell Med 2018, 10, 2155179017733148. PMC6172990 32634179
  40. [42]Tennant JR, EVALUATION OF THE TRYPAN BLUE TECHNIQUE FOR DETERMINATION OF CELL VIABILITY. Transplantation 1964, 2 (6), 685– 694. 14224649
  41. [43]Ghosh R; Kragelj J; Xiao Y; Frederick KK, Cryogenic sample loading into a magic angle spinning nuclear magnetic resonance spectrometer that preserves cellular viability. Journal of Visualized Experiments 2020, (163), e61733. PMC7797162 32955491
  42. [44]Mazur P, Kinetics of water loss from cells at subzero temperatures and the likelihood of intracellular freezing. The Journal of general physiology 1963, 47 (2), 347– 369. 14085017 PMC2195343
  43. [45]Yang Y; Lee M; Fairn GD, Phospholipid subcellular localization and dynamics. Journal of Biological Chemistry 2018, 293 (17), 6230– 6240. PMC5925819 29588369
  44. [46]van Meer G; de Kroon AIPM, Lipid map of the mammalian cell. Journal of Cell Science 2011, 124 (1), 5– 8. 21172818
  45. [47]Dietmair S; Hodson MP; Quek L-E; Timmins NE; Gray P; Nielsen LK, A Multi-Omics Analysis of Recombinant Protein Production in Hek293 Cells. PLOS ONE 2012, 7 (8), e43394. 22937046 PMC3427347
  46. [48]Pinon AC; Schlagnitweit J; Berruyer P; Rossini AJ; Lelli M; Socie E; Tang M; Pham T; Lesage A; Schantz S; Emsley L, Measuring Nano- to Microstructures from Relayed Dynamic Nuclear Polarization NMR. The Journal of Physical Chemistry C 2017, 121 (29), 15993– 16005.
  47. [49]Zhao L; Pinon AC; Emsley L; Rossini AJ, DNP-enhanced solid-state NMR spectroscopy of active pharmaceutical ingredients. Magnetic Resonance in Chemistry 2018, 56 (7), 583– 609. 29193278
  48. [50]Berruyer P; Björgvinsdóttir S; Bertarello A; Stevanato G; Rao Y; Karthikeyan G; Casano G; Ouari O; Lelli M; Reiter C; Engelke F; Emsley L, Dynamic Nuclear Polarization Enhancement of 200 at 21.15 T Enabled by 65 kHz Magic Angle Spinning. The Journal of Physical Chemistry Letters 2020, 11 (19), 8386– 8391. 32960059
  49. [51]Sözer EB; Pocetti CF; Vernier PT, Transport of charged small molecules after electropermeabilization — drift and diffusion. BMC Biophysics 2018, 11 (1), 4. 29581879 PMC5861730
  50. [52]Binolfi A; Limatola A; Verzini S; Kosten J; Theillet F-X; May Rose H; Bekei B; Stuiver M; van Rossum M; Selenko P, Intracellular repair of oxidation-damaged α-synuclein fails to target C-terminal modification sites. Nature Communications 2016, 7 (1), 10251. PMC4737712 26807843
  51. [53]Zu Y; Huang S; Lu Y; Liu X; Wang S, Size Specific Transfection to Mammalian Cells by Micropillar Array Electroporation. Scientific Reports 2016, 6 (1), 38661. 27924861 PMC5141490
  52. [54]Zhang S; Wang C; Lu J; Ma X; Liu Z; Li D; Liu Z; Liu C, In-Cell NMR Study of Tau and MARK2 Phosphorylated Tau. International Journal of Molecular Sciences 2019, 20 (1), 90. PMC6337406 30587819
  53. [55]Jaroniec CP; Filip C; Griffin RG, 3D TEDOR NMR experiments for the simultaneous measurement of multiple carbon− nitrogen distances in uniformly 13C, 15N-labeled solids. Journal of the American Chemical Society 2002, 124 (36), 10728– 10742. 12207528
  54. [56]Shaiken TE; Opekun AR, Dissecting the cell to nucleus, perinucleus and cytosol. Scientific Reports 2014, 4 (1), 4923. 24815916 PMC4017230
  55. [57]Chaytor JL; Tokarew JM; Wu LK; Leclère M; Tam RY; Capicciotti CJ; Guolla L; von Moos E; Findlay CS; Allan DS; Ben RN, Inhibiting ice recrystallization and optimization of cell viability after cryopreservation. Glycobiology 2011, 22 (1), 123– 133. 21852258
  56. [58]Theillet F-X; Binolfi A; Bekei B; Martorana A; Rose HM; Stuiver M; Verzini S; Lorenz D; Van Rossum M; Goldfarb D, Structural disorder of monomeric α-synuclein persists in mammalian cells. Nature 2016, 530 (7588), 45– 50. 26808899
  57. [59]Laustsen A; Bak RO, Electroporation-Based CRISPR/Cas9 Gene Editing Using Cas9 Protein and Chemically Modified sgRNAs. In CRISPR Gene Editing: Methods and Protocols, Luo Y, Ed. Springer New York: New York, NY, 2019; pp 127– 134. 30912044
  58. [60]Pasquet L; Chabot S; Bellard E; Markelc B; Rols M-P; Reynes J-P; Tiraby G; Couillaud F; Teissie J; Golzio M, Safe and efficient novel approach for non-invasive gene electrotransfer to skin. Scientific Reports 2018, 8 (1), 16833. 30443028 PMC6237991
  59. [61]Grys M; Madeja Z; Korohoda W, Avoiding the side effects of electric current pulse application to electroporated cells in disposable small volume cuvettes assures good cell survival. Cellular & Molecular Biology Letters 2017, 22 (1), 1. 28536632 PMC5415820
  60. [62]DiFranco M; Quinonez M; Capote J; Vergara J, DNA Transfection of Mammalian Skeletal Muscles using In Vivo Electroporation. JoVE 2009, (32), e1520. PMC2793085 19841615
  61. [63]Ogino S; Kubo S; Umemoto R; Huang S; Nishida N; Shimada I, Observation of NMR Signals from Proteins Introduced into Living Mammalian Cells by Reversible Membrane Permeabilization Using a Pore-Forming Toxin, Streptolysin O. Journal of the American Chemical Society 2009, 131 (31), 10834– 10835. 19603816
  62. [64]Nielsen L; Khurana R; Coats A; Frokjaer S; Brange J; Vyas S; Uversky VN; Fink AL, Effect of environmental factors on the kinetics of insulin fibril formation: Elucidation of the molecular mechanism. Biochemistry 2001, 40 (20), 6036– 6046. 11352739
  63. [65]Delaglio F; Grzesiek S; Vuister GW; Zhu G; Pfeifer J; Bax A, Nmrpipe - a Multidimensional Spectral Processing System Based on Unix Pipes. Journal of Biomolecular Nmr 1995, 6 (3), 277– 293. 8520220
  64. [66]Dawaliby R; Trubbia C; Delporte C; Noyon C; Ruysschaert J-M; Van Antwerpen P; Govaerts C, Phosphatidylethanolamine is a key regulator of membrane fluidity in eukaryotic cells. Journal of Biological Chemistry 2016, 291 (7), 3658– 3667. PMC4751403 26663081

Cited by

Sorted by citations

Authors
Ghosh, R., Xiao, Y., Kragelj, J., & Frederick, K. K.
Affiliations
The University of Texas Southwestern Medical Center (US)
Corresponding author
Frederick, Kendra K.
Venue
Journal of the American Chemical Society
Published
2021-11-01
Volume
143
Issue
44
Pages
18454-18466
ISSN
  • 0002-7863 (ISSN-L)
  • 1520-5126
OpenAlex
W3211287374
Cited by
66
References
2
Citations by year
2026: 8 · 2025: 14 · 2024: 16 · 2023: 12 · 2022: 15 · 2021: 1
FWCI
4.02
Type
journal article
Language
en
Open access
Locations
  • Journal of the American Chemical Society (publishedVersion, cc-by-nc-nd)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • National Institute of Neurological Disorders and Stroke (NS-111236)
  • Welch Foundation (I-1923_20170325)
  • Kinship Foundation
  • Lupe Murchison Foundation
Topics
  • Physical Sciences › Chemistry › Spectroscopy › Advanced NMR Techniques and Applications
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Metabolomics and Mass Spectrometry Studies
  • Physical Sciences › Physics and Astronomy › Nuclear and High Energy Physics › NMR spectroscopy and applications
Keywords
in-cell NMR, dynamic nuclear polarization, sensitivity enhancement, protein structure determination, isotopically labeled proteins, cell viability
MeSH terms
Cell Survival, Humans, Magnetic Resonance Spectroscopy, Cryopreservation, HEK293 Cells, Single-Cell Analysis

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review