Spatiotemporal quantification of local drug delivery using MRI

Computational and Mathematical Methods in Medicine

Volumn 2013, Issue , 2013, Pages

  Giers, Morgan B ^a   McLaren, Alex C ^a,b   Plasencia, Jonathan D ^a   Frakes, David ^a   McLemore, Ryan ^a,b   Caplan, Michael R ^a  

^a Arizona State University   (United States)

^b BANNER GOOD SAMARITAN MEDICAL CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MAGNETIC RESONANCE IMAGING; TARGETED DRUG DELIVERY;

CONCENTRATION MAPS; CONTROLLED RELEASE FORMULATIONS; LOCAL DRUG DELIVERY; MRI CONTRAST AGENTS; NOISE REDUCING; SEGMENTED REGIONS; SPATIAL AND TEMPORAL DISTRIBUTION; TIME-RESOLVED;

CONTROLLED DRUG DELIVERY;

GENTAMICIN; POLY(METHYL METHACRYLATE); VANCOMYCIN; BONE CEMENT; CONTRAST MEDIUM; DIAGNOSTIC AGENT; GADOLINIUM PENTETATE; DELAYED RELEASE FORMULATION;

ALGORITHM; ARTICLE; CALCULATION; CONCENTRATION (PARAMETERS); DIFFUSION COEFFICIENT; DRUG DELIVERY SYSTEM; IN VIVO STUDY; NUCLEAR MAGNETIC RESONANCE IMAGING; SIGNAL NOISE RATIO; SOLUBILITY; SPATIOTEMPORAL ANALYSIS; THREE DIMENSIONAL IMAGING; ANIMAL; BIOLOGY; CHEMISTRY; DELAYED RELEASE FORMULATION; HUMAN; METHODOLOGY; PROSTHESES AND ORTHOSES; RABBIT; STATISTICS; DIAGNOSTIC USE; MEDICINAL CHEMISTRY; PHARMACOKINETICS; PROCEDURES; STATISTICS AND NUMERICAL DATA;

ANIMALS; BONE CEMENTS; CHEMISTRY, PHARMACEUTICAL; COMPUTATIONAL BIOLOGY; CONTRAST MEDIA; DELAYED-ACTION PREPARATIONS; DRUG DELIVERY SYSTEMS; GADOLINIUM DTPA; HUMANS; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; POLYMETHYL METHACRYLATE; PROSTHESES AND IMPLANTS; RABBITS;

EID: 84877970631     PISSN: 1748670X     EISSN: 17486718     Source Type: Journal    
DOI: 10.1155/2013/149608     Document Type: Article

References (50)

1. Wolinsky J. B., Colson Y. L., Grinstaff M. W., Local drug delivery strategies for cancer treatment: gels, nanoparticles, polymeric films, rods, and wafers. Journal of Controlled Release 2012 159 1 14 26 10.1016/j.jconrel.2011. 11.031
2. Coluzzi F., Mattia C., OROS hydromorphone in chronic pain management: when drug delivery technology matches clinical needs. Minerva Anestesiologica 2010 76 12 1072 1084 2-s2.0-78651233895
3. Hurlbert R. J., Theodore N., Drabier J. B., Magwood A. M., Sonntag V. K. H., A prospective randomized double-blind controlled trial to evaluate the efficacy of an analgesic epidural paste following lumbar decompressive surgery. Journal of Neurosurgery 1999 90 4 191 197 2-s2.0-0032947018 (Pubitemid 29155900)
4. Ladewig K., Drug delivery in soft tissue engineering. Expert Opinion on Drug Delivery 2011 8 9 1175 1188 10.1517/17425247.2011.588698
5. Dunbar M. J., Antibiotic bone cements: their use in routine primary total joint arthroplasty is justified. Orthopedics 2009 32 9 660 2-s2.0-70349422587 10.3928/01477447-20090728-20
6. Buchholz H. W., Elson R. A., Engelbrecht E., Lodenkämper H., Röttger J., Siegel A., Management of deep infection of total hip replacement. Journal of Bone and Joint Surgery. British 1981 63 3 342 353 (Pubitemid 11039510)
7. Darouiche R. O., Treatment of infections associated with surgical implants. The New England Journal of Medicine 2004 350 14 1422 1429 2-s2.0-1842483412 10.1056/NEJMra035415 (Pubitemid 38419996)
8. Kurtz S., Ong K., Lau E., Mowat F., Halpern M., Projections of primary and revision hip and knee arthroplasty in the United States from 2005 to 2030. Journal of Bone and Joint Surgery. American 2007 89 4 780 785 2-s2.0-34147150632 10.2106/JBJS.F.00222 (Pubitemid 46564282)
9. Stewart P. S., Costerton J. W., Antibiotic resistance of bacteria in biofilms. The Lancet 2001 358 9276 135 138 2-s2.0-0035859467 10.1016/S0140-6736(01)05321-1 (Pubitemid 32709857)
10. Ceri H., Olson M. E., Stremick C., Read R. R., Morck D., Buret A., The Calgary Biofilm Device: new technology for rapid determination of antibiotic susceptibilities of bacterial biofilms. Journal of Clinical Microbiology 1999 37 6 1771 1776 2-s2.0-0032908465 (Pubitemid 29235221)
11. Diefenbeck M., Mückley T., Hofmann G. O., Prophylaxis and treatment of implant-related infections by local application of antibiotics. Injury 2006 37 2 S95 S104 2-s2.0-33646155330 10.1016/j.injury.2006.04.015
12. Klekamp J., Dawson J. M., Haas D. W., DeBoer D., Christie M., The use of vancomycin and tobramycin in acrylic bone cement: biomechanical effects and elution kinetics for use in joint arthroplasty. Journal of Arthroplasty 1999 14 3 339 346 2-s2.0-0032940098 10.1016/S0883-5403(99)90061-X (Pubitemid 29172251)
13. McLaren A. C., Nugent M., Economopoulos K., Kaul H., Vernon B. L., McLemore R., Hand-mixed and premixed antibiotic-loaded bone cement have similar homogeneity. Clinical Orthopaedics and Related Research 2009 467 7 1693 1698 2-s2.0-67649798547 10.1007/s11999-009-0847-1
14. Nijhof M. W., Dhert W. J. A., Tilman P. B. J., Verbout A. J., Fleer A., Release of tobramycin from tobramycin-containing bone cement in bone and serum of rabbits. Journal of Materials Science: Materials in Medicine 1997 8 12 799 802 2-s2.0-0031440941 10.1023/A:1018577032259 (Pubitemid 28005918)
15. Sterling G. J., Crawford S., Potter J. H., Koerbin G., Crawford R., The pharmacokinetics of Simplex-tobramycin bone cement. Journal of Bone and Joint Surgery. British 2003 85 5 646 649 2-s2.0-0041669244 (Pubitemid 36927025)
16. Adams K., Couch L., Cierny G., Calhoun J., Mader J. T., In vitro and in vivo evaluation of antibiotic diffusion from antibiotic- impregnated polymethylmethacrylate beads. Clinical Orthopaedics and Related Research 1992 278 244 252 2-s2.0-0026573981
17. Cierny G. III, DiPasquale D., Periprosthetic total joint infections: staging, treatment, and outcomes. Clinical Orthopaedics and Related Research 2002 403 23 28 2-s2.0-0036794799
18. Raghavan R., Brady M. L., Rodríguez-Ponce M. I., Hartlep A., Pedain C., Sampson J. H., Convection-enhanced delivery of therapeutics for brain disease, and its optimization. Neurosurgical Focus 2006 20 4 1 13 2-s2.0-33747175422 10.3171/foc.2006.20.4.7
19. Sampson J. H., Raghavan R., Brady M. L., Provenzale J. M., Herndon J. E., Croteau D., Friedman A. H., Reardon D. A., Coleman R. E., Wong T., Bigner D. D., Pastan I., Rodríguez-Ponce M. I., Tanner P., Puri R., Pedain C., Clinical utility of a patient-specific algorithm for simulating intracerebral drug infusions. Neuro-Oncology 2007 9 3 343 353 2-s2.0-34547500147 10.1215/15228517-2007-007 (Pubitemid 47179574)
20. Krauze M. T., Forsayeth J., Park J. W., Bankiewicz K. S., Successful and safe perfusion of the primate brainstem: in vivo magnetic resonance imaging of macromolecular distribution during infusion. Pharmaceutical Research 2006 23 11 2493 2504 10.1007/s11095-006-9103-5 (Pubitemid 44691597)
21. Port R. E., Schuster C., Port C. R., Bachert P., Simultaneous sustained release of fludarabine monophosphate and Gd-DTPA from an interstitial liposome depot in rats: potential for indirect monitoring of drug release by magnetic resonance imaging. Cancer Chemotherapy and Pharmacology 2006 58 5 607 617 2-s2.0-33746729726 10.1007/s00280-006-0208-7 (Pubitemid 44167386)
22. Fritz-Hansen T., Rostrup E., Larsson H. B. W., Søndergaard L., Ring P., Henriksen O., Measurement of the arterial concentration of Gd-DTPA using MRI: a step toward quantitative perfusion imaging. Magnetic Resonance in Medicine 1996 36 2 225 231 2-s2.0-0029761382 (Pubitemid 26271742)
23. Donahue K. M., Burstein D., Manning W. J., Gray M. L., Studies of Gd-DTPA relaxivity and proton exchange rates in tissue. Magnetic Resonance in Medicine 1994 32 1 66 76 2-s2.0-0028239980 10.1002/mrm.1910320110 (Pubitemid 24198557)
24. Fleckenstein J. L., Canby R. C., Parkey R. W., Peshock R. M., Acute effects of exercise on MR imaging of skeletal muscle in normal volunteers. American Journal of Roentgenology 1988 151 2 231 237 2-s2.0-0023753906
25. Noordin S., Winalski C. S., Shortkroff S., Mulkern R. V., Factors affecting paramagnetic contrast enhancement in synovial fluid: effects of electrolytes, protein concentrations, and temperature on water proton relaxivities from Mn ions and Gd chelated contrast agents. Osteoarthritis and Cartilage 2010 18 7 964 970 2-s2.0-77954217846 10.1016/j.joca.2010.03.010
26. Prantner A. M., Sharma V., Garbow J. R., Piwnica-Worms D., Synthesis and characterization of a Gd-DOTA-D-permeation peptide for magnetic resonance relaxation enhancement of intracellular targets. Molecular Imaging 2003 2 4 333 341 2-s2.0-1642557125 10.1162/153535003322750673
27. Rohrer M., Bauer H., Mintorovitch J., Requardt M., Weinmann H. J., Comparison of magnetic properties of MRI contrast media solutions at different magnetic field strengths. Investigative Radiology 2005 40 11 715 724 2-s2.0-27544442176 10.1097/01.rli.0000184756.66360.d3 (Pubitemid 41546838)
28. Stanisz G. J., Henkelman R. M., Gd-DTPA relaxivity depends on macromolecular content. Magnetic Resonance in Medicine 2000 44 665 667
29. Strich G., Hagan P. L., Gerber K. H., Stutsky R. A., Tissue distribution and magnetic resonance spin lattice relaxation effects of gadolinium-DTPA. Radiology 1985 154 3 723 726 2-s2.0-0021979203 (Pubitemid 15162370)
30. Magdoom K. N., Pishko G. L., Kim J. H., Sarntinoranont M., Evaluation of a voxelized model based on DCE-MRI for tracer transport in tumor. Journal of Biomechanical Engineering 2012 134 9 9 10.1115/1.4007096 091004
31. Chen X., Astary G. W., Sepulveda H., Mareci T. H., Sarntinoranont M., Quantitative assessment of macromolecular concentration during direct infusion into an agarose hydrogel phantom using contrast-enhanced MRI. Magnetic Resonance Imaging 2008 26 10 1433 1441 2-s2.0-55949097850 10.1016/j.mri.2008.04.011
32. Kim H., Robinson M. R., Lizak M. J., Tansey G., Lutz R. J., Yuan P., Wang N. S., Csaky K. G., Controlled drug release from an ocular implant: an evaluation using dynamic three-dimensional magnetic resonance imaging. Investigative Ophthalmology and Visual Science 2004 45 8 2722 2731 2-s2.0-3242885512 10.1167/iovs.04-0091 (Pubitemid 38998870)
33. Xu F., Han H., Zhang H., Pi J., Fu Y., Quantification of Gd-DTPA concentration in neuroimaging using T1 3D MP-RAGE sequence at 3.0 T. Magnetic Resonance Imaging 2011 29 6 827 834 2-s2.0-79959232832 10.1016/j.mri.2011.02.019
34. Hittmair K., Gomiscek G., Langenberger K., Recht M., Imhof H., Kramer J., Method for the quantitative assessment of contrast agent uptake in dynamic contrast-enhanced MRI. Magnetic Resonance in Medicine 1994 31 5 567 571 2-s2.0-0028356794 (Pubitemid 24129954)
35. Bokacheva L., Rusinek H., Chen Q., Oesingmann N., Prince C., Kaur M., Kramer E., Lee V. S., Quantitative determination of Gd-DTPA concentration in T 1-weighted MR renography studies. Magnetic Resonance in Medicine 2007 57 6 1012 1018 2-s2.0-34250377543 10.1002/mrm.21169 (Pubitemid 46915356)
36. Mørkenborg J., Pedersen M., Jensen F. T., Stødkilde- Jørgensen H., Djurhuus J. C., Frøkiær J., Quantitative assessment of Gd-DTPA contrast agent from signal enhancement: an in-vitro study. Magnetic Resonance Imaging 2003 21 6 637 643 2-s2.0-0041326435 10.1016/S0730-725X(03)00096-1 (Pubitemid 37046564)
37. Foy B. D., Blake J., Diffusion of paramagnetically labeled proteins in cartilage: enhancement of the 1-D NMR imaging technique. Journal of Magnetic Resonance 2001 148 1 126 134 2-s2.0-0035744229 10.1006/jmre.2000.2216
38. Bleicher K., Lin M., Shapiro M. J., Wareing J. R., Diffusion edited NMR: screening compound mixtures by affinity NMR to detect binding ligands to vancomycin. Journal of Organic Chemistry 1998 63 23 8486 8490 2-s2.0-0032514975 10.1021/jo9817366 (Pubitemid 28532907)
39. Gordon C. A., Hodges N. A., Marriott C., Use of slime dispersants to promote antibiotic penetration through the extracellular polysaccharide of mucoid Pseudomonas aeruginosa. Antimicrobial Agents and Chemotherapy 1991 35 6 1258 1260 2-s2.0-0025829386
40. Giers M. B., Estes C. S., McLaren A. C., Caplan M. R., McLemore R., Jeannette Wilkins Award: can locally delivered gadolinium be visualized on MRI? A pilot study. Clinical Orthopaedics and Related Research 2012 470 10 2654 2662 10.1007/s11999-012-2315-6
41. Giers M. B., McLaren A. C., Schmidt K. J., Caplan M. R., McLemore R., Magnetic resonance imaging drug distribution following local delivery in surgical wounds. submitted
42. Haacke E. M., Brown R. W., Thompson M. R., Venkatesan R., Magnetic Resonance Imaging: Physical Principles and Sequence Design 1999 1st Wiley-Liss
43. Karasev P., Kolesov I., Chudy K., Tannenbaum A., Muller G., Xerogeanes J., Interactive MRI segmentation with controlled active vision. Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference 2011
44. Eggert D. W., Lorusso A., Fisher R. B., Estimating 3-D rigid body transformations: a comparison of four major algorithms. Machine Vision and Applications 1997 9 5-6 272 290 2-s2.0-0030705773 (Pubitemid 127561575)
45. Zhuang X., Arridge S., Hawkes D. J., Ourselin S., A nonrigid registration framework using spatially encoded mutual information and free form deformations. IEEE Transactions on Medical Imaging 2011 30 10 1819 1828 10.1109/TMI.2011.2150240
46. Boehler T., Zoehrer F., Harz M., Hahn H. K., Breast image registration and deformation modeling. Critical Reviews in Biomedical Engineering 2012 40 3 235 258 10.1615/CritRevBiomedEng.v40.i3.60
47. Loeckx D., Slagmolen P., Maes F., Vandermeulen D., Suetens P., Nonrigid image registration using conditional mutual information. IEEE Transactions on Medical Imaging 2010 29 1 19 29 2-s2.0-73849110555 10.1109/TMI.2009.2021843
48. Rueckert D., Sonoda L. I., Hayes C., Hill D. L., Leach M. O., Hawkes D. J., Nonrigid registration using free-form deformations: application to breast MR images. IEEE Transactions on Medical Imaging 1999 18 8 712 721 2-s2.0-0033169211 (Pubitemid 32262025)
49. Zhe L., Deng D., Guang-Zhi W., Accuracy validation for medical image registration algorithms: a review. Chinese Medical Sciences Journal 2012 27 3 176 181
50. Frakes D. H., Dasi L. P., Pekkan K., Kitajima H. D., Sundareswaran K., Yoganathan A. P., Smith M. J. T., A new method for registration-based medical image interpolation. IEEE Transactions on Medical Imaging 2008 27 3 370 377 2-s2.0-40149094349 10.1109/TMI.2007.907324 (Pubitemid 351324784)