Inter-patient and intra-tumor radiosensitivity heterogeneity

被引:0
|
作者
Deasy, J [1 ]
机构
[1] Univ Louisville, Henry Vogt Canc Res Inst, Louisville, KY 40292 USA
关键词
D O I
暂无
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: To examine possible effects of pretreatment intra-tumor and inter-patient radiosensitivity heterogeneities, and their relation-ships to in vitro SF2 assays and gamma(50) values. Methods: Computer simulations of expected gamma(50) and in vitro SF2 assay results for two different tumor local control models were performed. Both models allow for variation of the intra-tumor radiosensitivity distribution between patients. The first model assumes that intra-tumor radiosensitivity is lognormally distributed, but with variations in the distribution between patients. The second model simulates effects of genomic instability on repair capacity. The most resistant clonogens are assumed to be those which are "genomically undegraded." Results: a) The lognormal model predicts that SF2 CVs of 40% (which are commonly observed) would always lead to very shallow dose-response curves (gamma(50) < 0.7) which are in clear disagreement with the clinically observed slopes (gamma(50) > 2) for some sites in question. The genomic instability model, under certain parameter ranges, predicts that intra-tumor heterogeneity would have a nearly minimal effect on dose-response. With this model, SF2 CVs of 40% could be consistent with steep dose-response curves, in broad agreement with clinical observations for the sites in question. Reported measurement errors in assay reproducibility are much smaller than reported SF, CVs and are unlikely to account for the results. Inclusion of other sources of inter- or intra-tumor heterogeneity only make it more difficult to reconcile modeling results with wide measured SF2 CVs and relatively steep local control curves. Conclusions: The simulation results suggest that reconciling the very wide reported SF2 distributions with fairly steep dose-response curves requires significant intra-tumor radiosensitivity heterogeneity, the extent of which varies between patients. Large variations in SF2 values would then be due to large inter-patient fluctuations in the numbers of the more sensitive clonogens, whereas steep local control curves would be due to smaller inter-patient fluctuations in the radiosensitivity of the most resistant clonogens.
引用
收藏
页码:363 / 381
页数:19
相关论文
共 50 条
  • [1] Human Primary Liver Cancer Organoids Reveal Intra-Tumor and Inter-Patient Drug Response Heterogeneity
    Li, Ling
    Hui, Ken
    Weiss, Matthew
    He, Jin
    Philosophe, Benjamin
    Cameron, Andrew M.
    Wolfgang, Christopher
    Pawlik, Tim
    Ghiaur, Gabriel
    Ewald, Andrew
    Mezey, Esteban
    Selaru, Florin M.
    [J]. HEPATOLOGY, 2018, 68 : 1281A - 1281A
  • [2] Single-cell transcriptome analysis demonstrates inter-patient and intra-tumor heterogeneity in primary and metastatic lung adenocarcinoma
    Liu, Yafei
    Ye, Guanchao
    Huang, Lan
    Zhang, Chunyang
    Sheng, Yinliang
    Wu, Bin
    Han, Lu
    Wu, Chunli
    Dong, Bo
    Qi, Yu
    [J]. AGING-US, 2020, 12 (21): : 21559 - 21581
  • [3] RADIOSENSITIVITY TESTING OF PRIMARY CERVICAL-CARCINOMA - EVALUATION OF INTRA-TUMOR AND INTER-TUMOR HETEROGENEITY
    DAVIDSON, SE
    WEST, CML
    ROBERTS, SA
    HENDRY, JH
    HUNTER, RD
    [J]. RADIOTHERAPY AND ONCOLOGY, 1990, 18 (04) : 349 - 356
  • [4] INTER- AND INTRA-TUMOR HETEROGENEITY OF SOMATIC BRAF MUTATIONS IN MELANOMA
    Murray, S.
    Linardou, H.
    Siannis, F.
    Bafaloukos, D.
    [J]. ANNALS OF ONCOLOGY, 2012, 23 : 373 - 373
  • [5] Tumor mutational burden (TMB): Assessment of inter- and intra-tumor heterogeneity.
    Conroy, Jeffrey M.
    Pabla, Sarabjot
    Glenn, Sean T.
    Nesline, Mary
    Burgher, Blake
    Lenzo, Felicia L.
    Papanicolau-Sengos, Antonios
    Gardner, Mark
    Morrison, Carl
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2019, 37 (08)
  • [6] Breast cancer intra-tumor heterogeneity
    Luciano G Martelotto
    Charlotte KY Ng
    Salvatore Piscuoglio
    Britta Weigelt
    Jorge S Reis-Filho
    [J]. Breast Cancer Research, 16
  • [7] Collaborative intra-tumor heterogeneity detection
    Khakabimamaghani, Sahand
    Malikic, Salem
    Tang, Jeffrey
    Ding, Dujian
    Morin, Ryan
    Chindelevitch, Leonid
    Ester, Martin
    [J]. BIOINFORMATICS, 2019, 35 (14) : I379 - I388
  • [8] Breast cancer intra-tumor heterogeneity
    Martelotto, Luciano G.
    Ng, Charlotte K. Y.
    Piscuoglio, Salvatore
    Weigelt, Britta
    Reis-Filho, Jorge S.
    [J]. BREAST CANCER RESEARCH, 2014, 16 (03):
  • [9] Molecular MRI of VEGFR-2 reveals intra-tumor and inter-tumor heterogeneity
    Chen, Feng
    Zhang, Yin
    Cai, Weibo
    [J]. AMERICAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2013, 3 (04): : 312 - 316
  • [10] Intra-tumor genetic heterogeneity in Wilms tumor samples
    de Sa Pereira, Bruna M.
    de Azevedo, Rafaela Montalvao
    de Aguirre Neto, Joaquim Caetano
    Menezes, Clarice Franco
    Rodrigues, Karla Emilia
    Faria, Paulo A.
    de Camargo, Beatriz
    Maschietto, Mariana
    [J]. REVISTA DA ASSOCIACAO MEDICA BRASILEIRA, 2019, 65 (12): : 1496 - 1501