15
|
Wang X, Su Z, Lyu T, Figini M, Procissi D, Shangguan J, Sun C, Wang B, Shang N, Gu S, Ma Q, Gordon AC, Lin K, Wang J, Lewandowski RJ, Salem R, Yaghmai V, Larson AC, Zhang Z. 18F-FDG PET Biomarkers Help Detect Early Metabolic Response to Irreversible Electroporation and Predict Therapeutic Outcomes in a Rat Liver Tumor Model. Radiology 2017; 287:137-145. [PMID: 29232185 DOI: 10.1148/radiol.2017170920] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Purpose To test the hypothesis that biomarkers of fluorine 18 (18F) fluorodeoxyglucose (FDG) positron emission tomography (PET) can be used for the early detection of therapeutic response to irreversible electroporation (IRE) of liver tumor in a rodent liver tumor model. Materials and Methods The institutional animal care and use committee approved this study. Rats were inoculated with McA-RH7777 liver tumor cells in the left median and left lateral lobes. Tumors were allowed to grow for 7 days to reach a size typically at least 5 mm in longest diameter, as verified with magnetic resonance (MR) imaging. IRE electrodes were inserted, and eight 100-μsec, 2000-V pulses were applied to ablate the tumor tissue in the left median lobe. Tumor in the left lateral lobe served as a control in each animal. PET/computed tomography (CT) and MR imaging measurements were performed at baseline and 3 days after IRE for each animal. Additional MR imaging measurements were obtained 14 days after IRE. After 14-day follow-up MR imaging, rats were euthanized and tumors harvested for hematoxylin-eosin, CD34, and caspase-3 staining. Change in the maximum standardized uptake value (ΔSUVmax) was calculated 3 days after IRE. The maximum lesion diameter change (ΔDmax) was measured 14 days after IRE by using axial T2-weighted imaging. ΔSUVmax and ΔDmax were compared. The apoptosis index was calculated by using caspase-3-stained slices of apoptotic tumor cells. Pearson correlation coefficients were calculated to assess the relationship between ΔSUVmax at 3 days and ΔDmax (or apoptosis index) at 14 days after IRE treatment. Results ΔSUVmax, ΔDmax, and apoptosis index significantly differed between treated and untreated tumors (P < .001 for all). In treated tumors, there was a strong correlation between ΔSUVmax 3 days after IRE and ΔDmax 14 days after IRE (R = 0.66, P = .01) and between ΔSUVmax 3 days after IRE and apoptosis index 14 days after IRE (R = 0.57, P = .04). Conclusion 18F-FDG PET imaging biomarkers can be used for the early detection of therapeutic response to IRE treatment of liver tumors in a rodent model. © RSNA, 2017.
Collapse
Affiliation(s)
- Xifu Wang
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Zhanliang Su
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Tianchu Lyu
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Matteo Figini
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Daniel Procissi
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Junjie Shangguan
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Chong Sun
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Bin Wang
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Na Shang
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Shanzhi Gu
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Quanhong Ma
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Andrew C Gordon
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Kai Lin
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Jian Wang
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Robert J Lewandowski
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Riad Salem
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Vahid Yaghmai
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Andrew C Larson
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| | - Zhuoli Zhang
- From the Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W.). Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N Michigan Ave, 16th Floor, Chicago, IL, 60611 (X.W., Z.S., T.L., M.F., D.P., J.S., C.S., B.W., N.S., S.G., Q.M., A.C.G., K.L., R.J.L., R.S., V.Y., A.C.L., Z.Z.); Department of Radiology, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, People's Republic of China (X.W.); Department of Radiology, Tianjin Xiqing Hospital, Tianjin, China (Z.S.);.Department of Orthopedics, Qilu Hospital, Shandong University, Jinan, Shandong, China (C.S.); Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China (B.W.); Department of Interventional Radiology, Hunan Cancer Hospital, Changsha, Hunan, China (S.G.); Department of Radiology, Southwest Hospital, Chongqing, China (J.W.); and Robert H. Lurie Comprehensive Cancer Center, Chicago, Ill (R.S., V.Y., A.C.L., Z.Z.)
| |
Collapse
|