Abstract:
:Purpose: Radiotherapy prescription dose and dose fractionation protocols vary little between individual patients having the same tumor grade and stage. To personalize radiotherapy a predictive model is needed to simulate radiation response. Previous modeling attempts with multiple variables and parameters have been shown to yield excellent data fits at the cost of non-identifiability and clinically unrealistic results. Materials and methods: We develop a mathematical model based on a proliferation saturation index (PSI) that is a measurement of pre-treatment tumor volume-to-carrying capacity ratio that modulates intrinsic tumor growth and radiation response rates. In an adaptive Bayesian approach, we utilize an increasing number of data points for individual patients to predict patient-specific responses to subsequent radiation doses. Results: Model analysis shows that using PSI as the only patient-specific parameter, model simulations can fit longitudinal clinical data with high accuracy (R2=0.84). By analyzing tumor response to radiation using daily CT scans early in the treatment, response to the remaining treatment fractions can be predicted after two weeks with high accuracy (c-index = 0.89). Conclusion: The PSI model may be suited to forecast treatment response for individual patients and offers actionable decision points for mid-treatment protocol adaptation. The presented work provides an actionable image-derived biomarker prior to and during therapy to personalize and adapt radiotherapy.
journal_name
Int J Radiat Bioljournal_title
International journal of radiation biologyauthors
Sunassee ED,Tan D,Ji N,Brady R,Moros EG,Caudell JJ,Yartsev S,Enderling Hdoi
10.1080/09553002.2019.1589013subject
Has Abstractpub_date
2019-10-01 00:00:00pages
1421-1426issue
10eissn
0955-3002issn
1362-3095journal_volume
95pub_type
杂志文章abstract::Evidence for the roles of proteins and metal ions in the microheterogeneity of DNA damage is reviewed. Decondensation of chromatin in hypotonic buffers markedly sensitizes the DNA to radiation, while treatment of nuclei with hypertonic buffers strips the DNA of histones and other nuclear proteins and enhances the radi...
journal_title:International journal of radiation biology
pub_type: 杂志文章,评审
doi:10.1080/09553009414551561
更新日期:1994-11-01 00:00:00
abstract::Survival of HT29 cells was measured after irradiation with single doses of X-rays (0.05-5 Gy) and neutrons (0.025-1.5 Gy), using a Dynamic Microscopic Imaging Processing Scanner (DMIPS) with which individual cells can be accurately located in tissue culture flasks, their positions recorded, and after an appropriate in...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553009314450831
更新日期:1993-05-01 00:00:00
abstract:PURPOSE:To investigate the influence of chromatin organization and scavenging capacity in relation to irradiation temperature on the induction of double-strand breaks (DSB) in structures derived from human diploid fibroblasts. MATERIALS AND METHODS:Agarose plugs with different chromatin structures (intact cells+/-wort...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553000310001610204
更新日期:2003-10-01 00:00:00
abstract::The relationship between ionizing radiation-induced cell killing and DNA damage measured by the micronucleus and apoptosis assays was determined in three established cell lines (L929, HL-60, and Chang). Irradiation experiments revealed a dose-dependent increase of micronucleated cells until a certain dose was reached....
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553009514550371
更新日期:1995-03-01 00:00:00
abstract:PURPOSE:Ionizing radiation has been recognized to increase the risk of cardiovascular diseases (CVD). However, there is no consensus concerning the dose-risk relationship for low radiation doses and a mechanistic understanding of low dose effects is needed. MATERIAL AND METHODS:Previously, human umbilical vein endothe...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.3109/09553002.2014.905724
更新日期:2014-07-01 00:00:00
abstract::Cell cycle dependence for the induction of 6-thioguanine-resistant mutation was investigated using synchronized mouse L5178Y cells after exposure to 4 Gy to 60Co gamma-rays or 1 Gy of 252Cf radiation (fission neutrons). Maximal mutation frequency was observed immediately after release from colcemid block (G2/M phase) ...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553009314550631
更新日期:1993-04-01 00:00:00
abstract:PURPOSE:To evaluate the radioprotective effect of dieckol, a component of the brown algae Ecklonia cava. MATERIALS AND METHODS:Mice were lethally irradiated, treated with dieckol and surveyed for survival and the mechanism of radioprotection. RESULTS:Dieckol treatment lengthened the survival of irradiated mice and si...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.3109/09553002.2010.487011
更新日期:2010-10-01 00:00:00
abstract:PURPOSE:Static magnetic field (SMF) exposure was shown experimentally to beneficially affect the healing process. The aim of this randomized, controlled trial was to evaluate the pain-inhibitory effect of local exposure to SMF on temporomandibular disorders, on alveolitis and on aphta in the oral mucosa. MATERIALS AND...
journal_title:International journal of radiation biology
pub_type: 杂志文章,随机对照试验
doi:10.3109/09553002.2012.661916
更新日期:2012-05-01 00:00:00
abstract:PURPOSE:To determine the relative toxicity of alpha- and beta-radiations under conditions of controlled temporal and spatial dose distribution. METHODS:Fused aluminosilicate particles were radiolabelled with either (45)Ca (a beta-emitter) or (242)Cm (an alpha-emitter). These were injected into CBA/Ca mice to give life...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.3109/09553000903564075
更新日期:2010-04-01 00:00:00
abstract:PURPOSE:The deleterious processes triggered by heavy ions on DNA were studied through the determination of the yield of a series of oxidized bases. Emphasis was placed on the estimation of the respective contribution of direct ionization and indirect effects, mostly by comparison with low linear energy transfer (LET) g...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553000600573788
更新日期:2006-02-01 00:00:00
abstract::237Np nitrate was injected intravenously into 4-week-old (young) and 10-12-week-old (adult) female albino Sprague-Dawley rats. The amounts given were 52 (young), 5.2 (adult) and 26 kBq kg-1 body weight (adult). The microscopic distribution in the femur and the lumbar vertebrae was studied. Initially, neptunium was dis...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553009314550511
更新日期:1993-03-01 00:00:00
abstract::Rats were chronically exposed to tritiated water (3HHO) and several tritiated organic compounds [( 3H]leucine, [3H]lysine, [3H]glucose, [3H]glucosamine, [3H]thymidine and [3H]uridine) dissolved in their drinking water. An analysis of tritium in wet and dry tissues of rats at the end of 22 days' chronic exposure showed...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553009114550731
更新日期:1991-03-01 00:00:00
abstract::Radiation survival curves have been obtained for crypts in the small and large intestine of male BDF1 mice using the microcolony assay. Four regions of the small intestine and three regions of the large intestine were studied. One of the major objectives was to determine the optimal conditions for the microcolony assa...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/095530097144265
更新日期:1997-02-01 00:00:00
abstract::Calibration of the non-denaturing (pH 9.6) filter elution technique by 125I decays has been used to examine the relationship between X-ray-induced DNA double-strand breaks (dsb) and cellular survival of CHO cells and human fibroblasts. DNA dsb induction varies markedly between the two cell lines, reflecting the differ...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553009314550411
更新日期:1993-03-01 00:00:00
abstract:PURPOSE:To determine whether cigarette smoke condensate (CSC) without metabolic activation induces direct DNA double strand breaks (DSB) in the G1 phase of various radiosensitive mutants of CHO cells and whether these breaks display collateral hypersensitivity to CSC with respect to cell killing. MATERIALS & METHODS:W...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553000701481790
更新日期:2007-09-01 00:00:00
abstract::Reasonable expectations, based on the normal physiology of the human fetus, cast new light on the possibilities of extrapolation from the finding of severe mental retardation (SMR) in Japanese bomb survivors after maternal exposure to 1.8-5.5 Gy T65DR Gy. After such large exposures the fetal haematopoietic tissues (DS...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553009014552051
更新日期:1990-10-01 00:00:00
abstract:PURPOSE:To examine whether the levels of micronuclei induction, as a marker for genomic instability in the progeny of X-irradiated cells, correlates with DNA repair function. MATERIALS AND METHODS:Two repair deficient cell lines (X-ray repair cross-complementing 1 [XRCC1] deficient cell line [EM9] and X-ray repair cro...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.3109/09553002.2013.752596
更新日期:2013-04-01 00:00:00
abstract:PURPOSE:Immune cells accumulate in and around cancers and cooperate with each other using specific cytokines to attack the cancer cells. The heavy-ion beams for cancer therapy may stimulate immune cells and affect on the immune system. However, it is still poorly understood how the immune cells are stimulated by ion-be...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.3109/09553002.2012.636138
更新日期:2012-03-01 00:00:00
abstract:PURPOSE:Radiation-induced bystander effects have important implications in radiotherapy. Their persistence in normal cells may contribute to risk of health hazards, including cancer. This study investigates the role of radiation quality and gap junction intercellular communication (GJIC) in the propagation of harmful e...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.3109/09553002.2014.950715
更新日期:2015-01-01 00:00:00
abstract::Swiss albino mice (7-8 weeks old) were irradiated with different doses (0-25 Gy) of gamma-radiation at a dose-rate of 0.05 Gy/s. The specific activities of glyoxalase I (GI) and glyoxalase II (GII) were determined in the spleen and liver immediately and on the 3rd and 6th day postirradiation. The results indicate that...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553009314550301
更新日期:1993-02-01 00:00:00
abstract::The kinetic scheme of the reaction of desferrioxamine (DFO) with O2-. was studied using pulse and gamma-radiolysis. The rate constant k(O2-. + DFO) is equal to 1.3 +/- 0.1 x 10(6) dm3 mol-1s-1 at pH 7.4. Studying the competition between DFO and ferricytochrome-c for O2-. generated by gamma-radiolysis, we observed that...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553008914552381
更新日期:1989-12-01 00:00:00
abstract::A comparison has been made of the in vitro light-activated drug cytotoxicities of two different porphyrin compounds, Photofrin II and TPPS4. An early passage human colon adenocarcinoma cell line, WiDr, has been exposed to either drug for 24 h, the excess drug washed from the cells and the cells irradiated with light u...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553008814552061
更新日期:1988-10-01 00:00:00
abstract:PURPOSE:DNA damage is one of the main consequences of exposure to ionizing irradiation (IR). Recent studies indicate that IR can modulate the expression of immune system-related genes. However, the effects of IR on the expression of genes and pathways of the B7-CD28 superfamily remain poorly defined. The aim of this st...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553002.2021.1857454
更新日期:2020-12-17 00:00:00
abstract::The radiosensitization of two human tumour in vitro cell lines, HT-1080 and LoVo, has been compared with that of the Chinese hamster cell line V79-379A. Although the two human tumour cell lines were more radiosensitive than the V79 cell line sensitizer, enhancement ratios for misonidazole, pimonidazole and azomycin we...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553009014552461
更新日期:1990-02-01 00:00:00
abstract::The scission of pentadeoxythymidylic acid, d(pT)5, by monochromatic soft X-rays on (2153 eV) and below (2147 eV) the K-shell absorption peak of phosphorus was studied as a model of strand breakage in DNA. Samples dried on glass plates were irradiated by monochromatic soft X-rays in vacuo, and the products were analyse...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553009314550201
更新日期:1993-02-01 00:00:00
abstract::Purpose: To study the response of neuronal-like cells to an applied static or low-frequency magnetic field. Materials and methods: Fourier Transform Infrared (FTIR) Spectroscopy was used to investigate the overall behavior of SH-SY5Y neuronal-like cells exposed to a static or 50 Hz magnetic fields at intensities up to...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553002.2019.1571256
更新日期:2019-06-01 00:00:00
abstract:PURPOSE:To illustrate the progress in normal tissue radiation biology over the last five decades and its impact on radiotherapy. MATERIALS AND METHODS:Major milestones over the last 50 years and their consequences for radiation oncology are described: The identification of clonogenic cell survival and the (target) ste...
journal_title:International journal of radiation biology
pub_type: 杂志文章,评审
doi:10.1080/09553000902985136
更新日期:2009-07-01 00:00:00
abstract:PURPOSE:To understand the mechanisms of life-shortening due to early neoplastic death caused by chronic low dose-rate (LDR; 20 mGy/22 h/day) radiation which accumulates to a high dose (HD; 8 Gy) (LDR/HD) as reported previously. MATERIALS AND METHODS:Female B6C3F(1) mice were continuously exposed to LDR/HD gamma-rays u...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.3109/09553002.2010.545861
更新日期:2011-07-01 00:00:00
abstract:PURPOSE:The main aim of the present study is to gain mechanistic insights into the modulating effect of molecular hydrogen on the γ-radiation-induced alteration pathways of DNA nucleobases. MATERIALS AND METHODS:Aerated aqueous solutions of calf thymus DNA were exposed to a (60)Co source at doses ranging from 0 to 55 ...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553002.2016.1206234
更新日期:2016-09-01 00:00:00
abstract:PURPOSE:As the most recent epidemiological studies provide no definite conclusions about the effects of 50/60 Hz magnetic fields (MFs) on the incidence of leukaemia in humans, animal models in a well-controlled environment are useful for evaluating the possibility of an association between MFs and leukaemia. The presen...
journal_title:International journal of radiation biology
pub_type: 杂志文章
doi:10.1080/09553000050029011
更新日期:2000-06-01 00:00:00