Factor analysis of dynamic magnetic resonance imaging in predicting the response of osteosarcoma to chemotherapy

Valérie Bonnerot, Anne Charpentier, Frédérique Frouin, Chantal Kalifa, Daniel Vanel, Robert Di Paola

Research output: Contribution to journalArticle

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Abstract

Rationale and Objectives: The response of osteosarcoma to preoperative chemotherapy was assessed using dynamic magnetic resonance imaging (MRI) processed by factor analysis of medical image sequences (FAMIS). Methods: Forty-nine dynamic image sequences, acquired after a bolus injection of gadolinium in 10 patients, were processed by FAMIS. FAMIS is a means whereby physiologic contrast enhancement kinetics, called factors, and their spatial distribution, termed factor images, are estimated. Tumor volumes were measured on static MRIs, and factor images were compared with histologic maps of the resected specimens. Results: A substantial increase in tumor volume reflected a poor response to chemotherapy. Viable tumor was precisely depicted by the early vascular factor image, reflecting rapid uptake by tumor vessels. This early uptake disappeared in all five patients who responded to chemotherapy, whereas it persisted in four of five nonresponders. Conclusion: FAMIS of dynamic MRI is proposed as a possible means of predicting the response of osteosarcoma to chemotherapy.

Original languageEnglish
Pages (from-to)847-855
Number of pages9
JournalInvestigative Radiology
Volume27
Issue number10
Publication statusPublished - 1992

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Osteosarcoma
Statistical Factor Analysis
Magnetic Resonance Imaging
Drug Therapy
Tumor Burden
Gadolinium
Neoplasms
Injections

Keywords

  • Bone neoplasm
  • Factor analysis
  • Gadolinium
  • Magnetic resonance dynamic study
  • Osteosarcoma

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging
  • Radiological and Ultrasound Technology

Cite this

Bonnerot, V., Charpentier, A., Frouin, F., Kalifa, C., Vanel, D., & Di Paola, R. (1992). Factor analysis of dynamic magnetic resonance imaging in predicting the response of osteosarcoma to chemotherapy. Investigative Radiology, 27(10), 847-855.

Factor analysis of dynamic magnetic resonance imaging in predicting the response of osteosarcoma to chemotherapy. / Bonnerot, Valérie; Charpentier, Anne; Frouin, Frédérique; Kalifa, Chantal; Vanel, Daniel; Di Paola, Robert.

In: Investigative Radiology, Vol. 27, No. 10, 1992, p. 847-855.

Research output: Contribution to journalArticle

Bonnerot, V, Charpentier, A, Frouin, F, Kalifa, C, Vanel, D & Di Paola, R 1992, 'Factor analysis of dynamic magnetic resonance imaging in predicting the response of osteosarcoma to chemotherapy', Investigative Radiology, vol. 27, no. 10, pp. 847-855.
Bonnerot V, Charpentier A, Frouin F, Kalifa C, Vanel D, Di Paola R. Factor analysis of dynamic magnetic resonance imaging in predicting the response of osteosarcoma to chemotherapy. Investigative Radiology. 1992;27(10):847-855.
Bonnerot, Valérie ; Charpentier, Anne ; Frouin, Frédérique ; Kalifa, Chantal ; Vanel, Daniel ; Di Paola, Robert. / Factor analysis of dynamic magnetic resonance imaging in predicting the response of osteosarcoma to chemotherapy. In: Investigative Radiology. 1992 ; Vol. 27, No. 10. pp. 847-855.
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AU - Di Paola, Robert

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