Intratumoral metabolic heterogeneity of cervical cancer
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作者:
Kidd, Elizabeth A.
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Washington Univ, Sch Med, Dept Radiat Oncol, Mallinckrodt Inst Radiol,Med Ctr, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Radiat Oncol, Mallinckrodt Inst Radiol,Med Ctr, St Louis, MO 63110 USA
Kidd, Elizabeth A.
[1
]
Grigsby, Perry W.
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Washington Univ, Sch Med, Dept Radiat Oncol, Mallinckrodt Inst Radiol,Med Ctr, St Louis, MO 63110 USA
Washington Univ, Med Ctr, Div Nucl Med, Mallinckrodt Inst Radiol, St Louis, MO 63110 USA
Washington Univ, Med Ctr, Dept Obstet & Gynecol, St Louis, MO 63110 USA
Washington Univ, Med Ctr, Alvin J Siteman Canc Ctr, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Radiat Oncol, Mallinckrodt Inst Radiol,Med Ctr, St Louis, MO 63110 USA
Grigsby, Perry W.
[1
,2
,3
,4
]
机构:
[1] Washington Univ, Sch Med, Dept Radiat Oncol, Mallinckrodt Inst Radiol,Med Ctr, St Louis, MO 63110 USA
[2] Washington Univ, Med Ctr, Div Nucl Med, Mallinckrodt Inst Radiol, St Louis, MO 63110 USA
[3] Washington Univ, Med Ctr, Dept Obstet & Gynecol, St Louis, MO 63110 USA
[4] Washington Univ, Med Ctr, Alvin J Siteman Canc Ctr, St Louis, MO 63110 USA
Purpose: Previous research has shown that the intertumoral maximum standardized uptake value (SUVMax) of F-18 fluorodeoxyglucose (FDG)-positron emission tomography (PET) for cervical cancer predicts disease outcome. The purpose of this study was to evaluate the pretreatment intratumoral metabolic heterogeneity of FDG. Experimental Design:This is a prospective cohort study of 72 patients with International Federation of Gynecology and Obstetrics stages Ib1 to IVa cervical cancer treated with chemoradiation. Three-dimensional FDG-PET threshold tumor volumes were calculated using image segmentation and an adaptive thresholding method for the primary cervix tumor from the pretreatment FDG-PET/computerized tomography. Intratumor heterogeneity was obtained for each patient's cervical tumor by taking the derivative (dV/dT) of the volume-threshold function from 40% to 80%. The association between intratumoral heterogeneity and tumor-specific factors and patient outcomes were determined. Results: The mean cervix tumor SUVmax was 12.4 (range, 3.0-38.4). The mean differential tumor heterogeneity was -1.074 (range, -0.107 to -5.623). There was no association between dV/dT and SUVmax (R-2 = 0.069), but there was a relationship with dV/dT and tumor volume (R-2 = 0.881). There was no correlation of dV/dT with tumor histology (P = 0.4905). Heterogeneity was significantly associated with the risk of lymph node metastasis at diagnosis (P = 0.0009), tumor response to radiation as evaluated by FDG-PET obtained 3 months after completing treatment (P = 0.0207), risk of pelvic recurrence (P = 0.0017), and progression-free survival (P = 0.03). Conclusions: Cervical intratumoral FDG metabolic heterogeneity on the pretreatment FDG-PET predicts risk of lymph node involvement at diagnosis, response to therapy, and risk of pelvic recurrence.
机构:
Seoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Canc Res Inst, Seoul 03080, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Canc Res Inst, Seoul 03080, South Korea
Chung, Hyun Hoon
Kang, Seo Young
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Seoul Natl Univ, Coll Med, Dept Nucl Med, Canc Res Inst, Seoul 03080, South Korea
Seoul Natl Univ, Dept Mol Med & Biopharmaceut Sci, Grad Sch Convergence Sci & Technol, Seoul 03080, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Canc Res Inst, Seoul 03080, South Korea
Kang, Seo Young
Ha, Seunggyun
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Seoul Natl Univ, Coll Med, Dept Nucl Med, Canc Res Inst, Seoul 03080, South Korea
Seoul Natl Univ, Dept Mol Med & Biopharmaceut Sci, Grad Sch Convergence Sci & Technol, Seoul 03080, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Canc Res Inst, Seoul 03080, South Korea
Ha, Seunggyun
Kim, Jae-Weon
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Seoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Canc Res Inst, Seoul 03080, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Canc Res Inst, Seoul 03080, South Korea
Kim, Jae-Weon
Park, Noh-Hyun
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Seoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Canc Res Inst, Seoul 03080, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Canc Res Inst, Seoul 03080, South Korea
Park, Noh-Hyun
Song, Yong Sang
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Seoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Canc Res Inst, Seoul 03080, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Canc Res Inst, Seoul 03080, South Korea
Song, Yong Sang
Cheon, Gi Jeong
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Seoul Natl Univ, Coll Med, Dept Nucl Med, Canc Res Inst, Seoul 03080, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Canc Res Inst, Seoul 03080, South Korea
机构:
Seoul Natl Univ Hosp, Dept Internal Med, 101 Daehak Ro, Seoul 03080, South KoreaSeoul Natl Univ Hosp, Dept Internal Med, 101 Daehak Ro, Seoul 03080, South Korea
Yoo, Shin Hye
Kang, Seo Young
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Seoul Natl Univ Hosp, Dept Nucl Med, Seoul, South Korea
Seoul Natl Univ, Grad Sch Convergence Sci & Technol, Dept Mol Med & Biopharmaceut Sci, Seoul, South KoreaSeoul Natl Univ Hosp, Dept Internal Med, 101 Daehak Ro, Seoul 03080, South Korea
Kang, Seo Young
Yoon, Jeesun
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Seoul Natl Univ Hosp, Dept Internal Med, 101 Daehak Ro, Seoul 03080, South KoreaSeoul Natl Univ Hosp, Dept Internal Med, 101 Daehak Ro, Seoul 03080, South Korea
Yoon, Jeesun
Kim, Tae-Yong
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Seoul Natl Univ Hosp, Dept Internal Med, 101 Daehak Ro, Seoul 03080, South Korea
Seoul Natl Univ, Canc Res Inst, Coll Med, Seoul, South KoreaSeoul Natl Univ Hosp, Dept Internal Med, 101 Daehak Ro, Seoul 03080, South Korea
Kim, Tae-Yong
Cheon, Gi Jeong
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Seoul Natl Univ Hosp, Dept Nucl Med, Seoul, South Korea
Seoul Natl Univ, Grad Sch Convergence Sci & Technol, Dept Mol Med & Biopharmaceut Sci, Seoul, South KoreaSeoul Natl Univ Hosp, Dept Internal Med, 101 Daehak Ro, Seoul 03080, South Korea
Cheon, Gi Jeong
Oh, Do-Youn
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Seoul Natl Univ Hosp, Dept Internal Med, 101 Daehak Ro, Seoul 03080, South Korea
Seoul Natl Univ, Canc Res Inst, Coll Med, Seoul, South KoreaSeoul Natl Univ Hosp, Dept Internal Med, 101 Daehak Ro, Seoul 03080, South Korea
机构:
Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Icahn Inst Data Sci & Genom Technol, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Diabet Obes & Metab Inst, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Losic, Bojan
Craig, Amanda J.
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Icahn Sch Med Mt Sinai, Grad Sch Biomed Sci, Tisch Canc Inst, Dept Med,Div Liver Dis,Liver Canc Program, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Craig, Amanda J.
Villacorta-Martin, Carlos
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Icahn Sch Med Mt Sinai, Grad Sch Biomed Sci, Tisch Canc Inst, Dept Med,Div Liver Dis,Liver Canc Program, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Villacorta-Martin, Carlos
Martins, Sebastiao N.
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Icahn Sch Med Mt Sinai, Grad Sch Biomed Sci, Tisch Canc Inst, Dept Med,Div Liver Dis,Liver Canc Program, New York, NY 10029 USA
Univ Sao Paulo, Sch Med, Dept Pathol, Sao Paulo, SP, BrazilIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Martins, Sebastiao N.
Akers, Nicholas
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Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Adapt Biotechnol, Seattle, WA USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Akers, Nicholas
Chen, Xintong
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Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Chen, Xintong
Ahsen, Mehmet E.
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Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Ahsen, Mehmet E.
von Felden, Johann
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Icahn Sch Med Mt Sinai, Grad Sch Biomed Sci, Tisch Canc Inst, Dept Med,Div Liver Dis,Liver Canc Program, New York, NY 10029 USA
Univ Med Ctr Hamburg Eppendorf, Dept Med 1, Hamburg, GermanyIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
von Felden, Johann
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Labgaa, Ismail
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D'Avola, Delia
Allette, Kimaada
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Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Icahn Inst Data Sci & Genom Technol, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Allette, Kimaada
Lira, Sergio A.
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Icahn Sch Med Mt Sinai, Immunol Inst, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Lira, Sergio A.
Furtado, Glaucia C.
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Icahn Sch Med Mt Sinai, Immunol Inst, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Furtado, Glaucia C.
Garcia-Lezana, Teresa
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Icahn Sch Med Mt Sinai, Grad Sch Biomed Sci, Tisch Canc Inst, Dept Med,Div Liver Dis,Liver Canc Program, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Garcia-Lezana, Teresa
Restrepo, Paula
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Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Restrepo, Paula
Stueck, Ashley
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Dalhousie Univ, Dept Pathol, Halifax, NS, CanadaIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Stueck, Ashley
Ward, Stephen C.
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Icahn Sch Med Mt Sinai, Dept Pathol, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Ward, Stephen C.
Fiel, Maria, I
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Icahn Sch Med Mt Sinai, Dept Pathol, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Fiel, Maria, I
Hiotis, Spiros P.
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Icahn Sch Med Mt Sinai, Dept Surg, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Hiotis, Spiros P.
Gunasekaran, Ganesh
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Icahn Sch Med Mt Sinai, Dept Surg, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Gunasekaran, Ganesh
Sia, Daniela
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Icahn Sch Med Mt Sinai, Grad Sch Biomed Sci, Tisch Canc Inst, Dept Med,Div Liver Dis,Liver Canc Program, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Sia, Daniela
Schadt, Eric E.
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Icahn Sch Med Mt Sinai, Icahn Inst Data Sci & Genom Technol, New York, NY 10029 USA
Sema4, Stamford, CT USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Schadt, Eric E.
Sebra, Robert
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Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Icahn Inst Data Sci & Genom Technol, New York, NY 10029 USA
Sema4, Stamford, CT USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Sebra, Robert
Schwartz, Myron
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Icahn Sch Med Mt Sinai, Dept Surg, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Schwartz, Myron
Llovet, Josep M.
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Icahn Sch Med Mt Sinai, Grad Sch Biomed Sci, Tisch Canc Inst, Dept Med,Div Liver Dis,Liver Canc Program, New York, NY 10029 USA
Univ Barcelona, Hosp Clin, IDIBAPS, BCLC Grp,Liver Canc Translat Res Lab, Barcelona, Catalonia, Spain
Inst Catalana Recerca & Estudis Avancats, Barcelona, Catalonia, SpainIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Llovet, Josep M.
Thung, Swan
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Icahn Sch Med Mt Sinai, Dept Pathol, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Thung, Swan
Stolovitzky, Gustavo
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Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
IBM TJ Watson Res Ctr, New York, NY USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA
Stolovitzky, Gustavo
Villanueva, Augusto
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Icahn Sch Med Mt Sinai, Grad Sch Biomed Sci, Tisch Canc Inst, Dept Med,Div Liver Dis,Liver Canc Program, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Dept Med, Div Hematol & Med Oncol, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, Canc Immunol Program, Tisch Canc Inst, New York, NY 10029 USA