journal article·2014-07-22

Contrast-Enhanced X-ray Detection of Breast Microcalcifications in a Murine Model Using Targeted Gold Nanoparticles

Lisa E. Cole, Tracy Vargo-Gogola, Ryan K. Roeder

ACS Nano· Volume 8· Issue 7
Publisher page

Abstract

Microcalcifications are deposits of hydroxyapatite (HA) mineral within breast tissue and the most common abnormality detected by mammography when screening for breast cancer due to exhibiting greater X-ray attenuation than the surrounding tissue. However, the detection of microcalcifications is limited by the sensitivity and specificity of mammography. Therefore, the objective of this study was to investigate in vivo targeted delivery of bisphosphonate-functionalized gold nanoparticles (BP-Au NPs) for contrast-enhanced detection of microcalcifications using computed tomography (CT). A murine model was developed for precise, a priori control over the level of microcalcification burden by injecting varying concentrations of HA crystals in a Matrigel carrier into mammary glands. The measured X-ray attenuation of microcalcifications containing varying HA concentrations demonstrated that the model was reproducible and able to recapitulate varying levels of microcalcification burden, including levels undetectable by CT in the absence of contrast enhancement. After intramammary delivery, BP-Au NPs provided enhanced contrast for the detection of microcalcifications that were otherwise below the CT detection limit. BP-Au NPs targeted microcalcifications due to specific binding to HA crystal surfaces, resulting in contrast between the HA microcalcification site and surrounding tissue which was visibly apparent (∼30-135 HU) within 2 days after delivery. Therefore, targeted BP-Au NPs enabled improved sensitivity and specificity for the detection of microcalcifications.
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Research context

OpenAlex topics: Radiomics and Machine Learning in Medical Imaging · Photoacoustic and Ultrasonic Imaging · AI in cancer detection

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Biochemistry and Molecular Biology, Indiana University Simon Cancer, Center Indiana University School of Medicine − South Bend, South Bend, Indiana 46617, United States

Funding

Walther Cancer Foundation · St. Joseph Regional Medical Center, Mishawaka, IN

References (52)

Show source-provided references
1. Etzioni R. · Nat. Rev. Cancer · 2003 · 3 · 24310.1038/nrc1041 ↗
2. Smith R. A. · Oncology · 2012 · 26 · 471
3. Weissleder R. · Nature · 2008 · 452 · 58010.1038/nature06917 ↗
4. Elmore J. G. · JAMA, J. Am. Med. Assoc. · 2005 · 293 · 124510.1001/jama.293.10.1245 ↗
5. Tabár L. · Lancet · 1985 · 325 · 82910.1016/S0140-6736(85)92204-4 ↗
6. Tabár L. · Radiology · 2011 · 260 · 65810.1148/radiol.11110469 ↗
7. Morgan M. P. · J. Mammary Gland Biol. Neoplasia · 2005 · 10 · 18110.1007/s10911-005-5400-6 ↗
8. Cheng H. D. · Pattern Recogn. · 2003 · 36 · 296710.1016/S0031-3203(03)00192-4 ↗
9. Gülsün M. · Eur. J. Radiol. · 2003 · 47 · 22710.1016/S0720-048X(02)00181-X ↗
10. Frappart L. · Virchows Arch. A: Pathol. Anat. Histol. · 1986 · 410 · 17910.1007/BF00710823 ↗
11. Büsing C. M. · Virchows Arch. A: Pathol. Anat. Histol. · 1981 · 393 · 30710.1007/BF00430830 ↗
12. Haka A. S. · Cancer Res. · 2002 · 62 · 5375
13. Hainfeld J. F. · Br. J. Radiol. · 2006 · 79 · 24810.1259/bjr/13169882 ↗
14. Kim D. · J. Am. Chem. Soc. · 2007 · 129 · 766110.1021/ja071471p ↗
15. Cai Q.-Y. · Invest. Radiol. · 2007 · 42 · 79710.1097/RLI.0b013e31811ecdcd ↗
16. Sperling R. A. · Chem. Soc. Rev. · 2008 · 37 · 189610.1039/b712170a ↗
17. Popovtzer R. · Nano Lett. · 2008 · 8 · 459310.1021/nl8029114 ↗
18. Aydogan B. · Mol. Imaging Biol. · 2010 · 12 · 46310.1007/s11307-010-0299-8 ↗
19. Li J. · Phys. Med. Biol. · 2010 · 55 · 438910.1088/0031-9155/55/15/013 ↗
20. Kim D. · ACS Nano · 2010 · 4 · 368910.1021/nn901877h ↗
21. Chanda N. · Proc. Natl. Acad. Sci. U.S.A. · 2010 · 107 · 876010.1073/pnas.1002143107 ↗
22. Eck W. · Nano Lett. · 2010 · 10 · 231810.1021/nl101019s ↗
23. Reuveni T. · Int. J. Nanomed. · 2011 · 6 · 2859
24. Hainfeld J. F. · Br. J. Radiol. · 2011 · 84 · 52610.1259/bjr/42612922 ↗
25. Wang H. · Biomaterials · 2013 · 34 · 47010.1016/j.biomaterials.2012.09.054 ↗
26. Liu H. · Chem.—Eur. J. · 2013 · 19 · 640910.1002/chem.201204612 ↗
27. Chen Q. · Biomaterials · 2013 · 34 · 520010.1016/j.biomaterials.2013.03.009 ↗
28. Sun, I.C.; Na, J. H.; Jeong, S. Y.; Kim, D.E.; Kwon, I. C.; Choi, K.; Ahn, C.H.; Kim, K.Biocompatible Glycol Chitosan-Coated Gold Nanoparticles for Tumor-Targeting CT Imaging.Pharm. Res. 2013, in press10.1007/s11095-013-1142-0 ↗
29. Cole L. E. · Biomaterials · 2014 · 35 · 231210.1016/j.biomaterials.2013.11.077 ↗
30. Ross R. D. · J. Nanopart. Res. · 2012 · 14 · 117510.1007/s11051-012-1175-z ↗
31. Ross R. D. · J. Biomed. Mater. Res. · 2011 · 99 · 5810.1002/jbm.a.33165 ↗
32. Ross R. D. · Chem. Mater. · 2014 · 26 · 118710.1021/cm4035616 ↗
33. Cox R. F. · Br. J. Cancer · 2012 · 106 · 52510.1038/bjc.2011.583 ↗
34. Liu F. · Mol. Imaging · 2008 · 7 · 175
35. Liu F. · Breast Cancer Res. Tr. · 2010 · 122 · 8710.1007/s10549-009-0535-6 ↗
36. Inoue K. · Mol. Imaging · 2011 · 10 · 295
37. Karssemeijer N. · Invest. Radiol. · 1993 · 28 · 41310.1097/00004424-199305000-00005 ↗
38. Kwan A. L. C. · Med. Phys. · 2007 · 34 · 27510.1118/1.2400830 ↗
39. Galper M. W. · Invest. Radiol. · 2012 · 47 · 47510.1097/RLI.0b013e3182562ab9 ↗
40. Krause W. · Adv. Drug Delivery Rev. · 1999 · 37 · 15910.1016/S0169-409X(98)00105-7 ↗
41. Sinha R. · Mol. Cancer Ther. · 2006 · 5 · 190910.1158/1535-7163.MCT-06-0141 ↗
42. Brodersen J. · Ann. Fam. Med. · 2013 · 11 · 10610.1370/afm.1466 ↗
43. Chubak J. · Med. Care · 2010 · 48 · 81510.1097/MLR.0b013e3181e57918 ↗
44. Kolb T. M. · Radiology · 2002 · 225 · 16510.1148/radiol.2251011667 ↗
45. Boyd N. F. · New. Engl. J. Med. · 2007 · 356 · 22710.1056/NEJMoa062790 ↗
46. Mousa D. S. A. · Clin. Radiol. · 2014 · 69 · 33310.1016/j.crad.2013.11.014 ↗
47. Khlebtsov N. · Chem. Soc. Rev. · 2011 · 40 · 164710.1039/C0CS00018C ↗
48. Chattopadhyay N. · Mol. Pharmaceutics · 2012 · 9 · 216810.1021/mp300016p ↗
49. Yao L. · Proc. Natl. Acad. Sci. U.S.A. · 2013 · 110 · 46510.1073/pnas.1219665110 ↗
50. França Á. · Small · 2010 · 6 · 8910.1002/smll.200901006 ↗
51. Roeder R. K. · J. Am. Ceram. Soc. · 2006 · 89 · 209610.1111/j.1551-2916.2006.01067.x ↗
52. Hariri M. · Breast Cancer Res. · 2004 · 6 · R54010.1186/bcr901 ↗