TY - JOUR
T1 - Intratumor Heterogeneity of Perfusion and Diffusion in Clear-Cell Renal Cell Carcinoma
T2 - Correlation With Tumor Cellularity
AU - Yuan, Qing
AU - Kapur, Payal
AU - Zhang, Yue
AU - Xi, Yin
AU - Carvo, Ingrid
AU - Signoretti, Sabina
AU - Dimitrov, Ivan E.
AU - Cadeddu, Jeffrey A
AU - Margulis, Vitaly
AU - Brugarolas, James B
AU - Madhuranthakam, Ananth J
AU - Pedrosa, Ivan
N1 - Funding Information:
Supported in part by National Institutes of Health grant NIH R01 Grant R01CA154475.
Publisher Copyright:
© 2016 Elsevier Inc.
PY - 2016/12/1
Y1 - 2016/12/1
N2 - Arterial spin-labeled (ASL) and diffusion-weighted magnetic resonance imaging were used to assess intratumor heterogeneity of perfusion and diffusion, respectively, in clear-cell renal cell carcinoma. Tumor areas with higher perfusion on ASL exhibited higher vascularity and cellularity at histology compared to areas with lower perfusion in the same tumor. A negative correlation between tumor diffusion coefficient and cellularity was confirmed. Background Magnetic resonance imaging (MRI) has the potential to noninvasively provide information about the tumor microenvironment. A correlation between arterial spin-labeled (ASL) MRI and tumor vasculature has been previously demonstrated; however, its correlation with tumor cellularity is unknown. We sought to assess intratumor heterogeneity of perfusion and diffusion in vivo in clear-cell renal cell carcinoma (ccRCC) using MRI and to correlate these findings with tumor vascularity and cellularity at histopathology. Patients and Methods Twenty-three ccRCC patients underwent ASL and diffusion-weighted MRI before surgery after signing an informed consent in this prospective institutional review board–approved, HIPAA (Insurance Portability and Accountability Act)-compliant study. Quantitative ASL perfusion and diffusion were measured in 2 areas within the same tumor with high and low perfusion. Microvessel density (MVD) on CD31 and CD34 immunostains and tumor cellularity in anatomically coregistered tissue samples were correlated to MRI measurements (Spearman; P < .05 statistically significant). Results ASL perfusion (P < .0001), CD31 MVD (P = .02), CD34 MVD (P = .04), and cellularity (P = .002) from high and low perfusion areas were significantly different across all tumors. There were positive correlations between tumor cellularity and CD31 MVD (ρ = 0.350, P = .021), CD31 and CD34 MVD (ρ = 0.838, P < .0001), ASL perfusion and cellularity (ρ = 0.406, P = .011), and ASL perfusion and CD31 MVD (ρ = 0.468, P = .003), and a negative correlation between tissue diffusion coefficient and cellularity (ρ = −0.316, P = .039). Conclusion Tumor areas with high ASL perfusion exhibit higher cellularity and MVD compared to areas with low perfusion in the same tumor. A positive correlation between tumor vascularity and cellularity in ccRCC is newly reported. A negative correlation between tumor diffusion and cellularity is confirmed.
AB - Arterial spin-labeled (ASL) and diffusion-weighted magnetic resonance imaging were used to assess intratumor heterogeneity of perfusion and diffusion, respectively, in clear-cell renal cell carcinoma. Tumor areas with higher perfusion on ASL exhibited higher vascularity and cellularity at histology compared to areas with lower perfusion in the same tumor. A negative correlation between tumor diffusion coefficient and cellularity was confirmed. Background Magnetic resonance imaging (MRI) has the potential to noninvasively provide information about the tumor microenvironment. A correlation between arterial spin-labeled (ASL) MRI and tumor vasculature has been previously demonstrated; however, its correlation with tumor cellularity is unknown. We sought to assess intratumor heterogeneity of perfusion and diffusion in vivo in clear-cell renal cell carcinoma (ccRCC) using MRI and to correlate these findings with tumor vascularity and cellularity at histopathology. Patients and Methods Twenty-three ccRCC patients underwent ASL and diffusion-weighted MRI before surgery after signing an informed consent in this prospective institutional review board–approved, HIPAA (Insurance Portability and Accountability Act)-compliant study. Quantitative ASL perfusion and diffusion were measured in 2 areas within the same tumor with high and low perfusion. Microvessel density (MVD) on CD31 and CD34 immunostains and tumor cellularity in anatomically coregistered tissue samples were correlated to MRI measurements (Spearman; P < .05 statistically significant). Results ASL perfusion (P < .0001), CD31 MVD (P = .02), CD34 MVD (P = .04), and cellularity (P = .002) from high and low perfusion areas were significantly different across all tumors. There were positive correlations between tumor cellularity and CD31 MVD (ρ = 0.350, P = .021), CD31 and CD34 MVD (ρ = 0.838, P < .0001), ASL perfusion and cellularity (ρ = 0.406, P = .011), and ASL perfusion and CD31 MVD (ρ = 0.468, P = .003), and a negative correlation between tissue diffusion coefficient and cellularity (ρ = −0.316, P = .039). Conclusion Tumor areas with high ASL perfusion exhibit higher cellularity and MVD compared to areas with low perfusion in the same tumor. A positive correlation between tumor vascularity and cellularity in ccRCC is newly reported. A negative correlation between tumor diffusion and cellularity is confirmed.
KW - Arterial spin labeling
KW - Clear-cell RCC
KW - Diffusion weighted imaging
KW - Tumor vascularity and cellularity
KW - Tumor heterogeneity
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U2 - 10.1016/j.clgc.2016.04.007
DO - 10.1016/j.clgc.2016.04.007
M3 - Article
C2 - 27209349
AN - SCOPUS:84975488295
SN - 1558-7673
VL - 14
SP - e585-e594
JO - Clinical Genitourinary Cancer
JF - Clinical Genitourinary Cancer
IS - 6
ER -