Arnout C.C. Ruifrok
University of Texas MD Anderson Cancer Center
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Applied Immunohistochemistry & Molecular Morphology | 2003
Arnout C.C. Ruifrok; Ruth L. Katz; Dennis A. Johnston
We tested a recently developed flexible method of separation and quantification of immunohistochemical staining by means of color image analysis. An algorithm was recently developed to deconvolve the color information acquired with RGB cameras, to calculate the contribution of each of the applied stains, based on the stain-specific RGB absorption. The algorithm was tested using a set of lung-tumor samples labeled for the detection of Ki-67, an antigen expressed in proliferating cells, covering a wide range of staining levels. Quantification of the labeling was compared with HSI-based segmentation and manual analysis of the same samples. The recently developed deconvolution method performed significantly better than the HSI based system when compared to manual counting as gold standard. The deconvolution system showed significantly reduced variability in the LI determination, especially of highly labeled control samples. This resulted in significant increase in sensitivity of classification of samples with increased KI-67 labeling without changing the specificity, when compared to the HSI based method.
Radiotherapy and Oncology | 1996
Søren M. Bentzen; Arnout C.C. Ruifrok; Howard D. Thames
Early mucosal reactions are a major concern in radiotherapy of tumors in the head and neck. With some of the current strategies for altered fractionation these reactions may become dose limiting, and this has created a renewed interest in their radiobiology. The present paper reviews data on the response of mucosa in the head and neck to a change in dose per fraction (repair capacity) and time interval between dose fractions (repair kinetics). A review of clinical data on repair capacity shows that the alpha/beta ratio of the linear-quadratic model is high, around 10 Gy. Also, the steepness of the dose-response curve for mucositis is high as quantified by the maximum value of the normalized dose-response gradient, gamma 50 = 6.9 +/- 2.1. Computer simulations illustrate how this high value may be explained by the structural and proliferative organization of the mucosa. Finally, data from the following four recent studies are analyzed: the Radiation Therapy Oncology Group studies 7913 and 8313, a study from the M.D. Anderson Cancer Center, and a study from the Center of Oncology in Warsaw. All of these studies showed a decrease in the incidence of mucosal reactions when the interval between fractions given in the same day was increased, typically from around 4 h to around 6 h. It is shown that the maximum dose-equivalent of repair in the time interval between 4 h and 6 h occurs for a repair halftime of about 3.2 h. A comparison between the steepness of dose-response curves from studies not involving incomplete repair and those derived from the above four studies shows that the repair halftime for human mucosa must be relatively long, probably in the range 2 to 4 h. The statistical resolution of the available data as well as a number of caveats in the design of the studies preclude a more rigorous estimation of the repair halftime for mucosa. Although the tumor data are less conclusive, a similar repair halftime cannot be excluded for epithelial tumors in the head and neck.
Radiation Research | 1997
Arnout C.C. Ruifrok; Kathryn A. Mason; G. Lozano; Howard D. Thames
The goal of the present study was to assess changes in proliferation in the mouse jejunum after irradiation and the role of the growth factors EGF, TGF-alpha and TGF-beta 1-3 in the proliferative response. Our working hypothesis was that feedback signals from the villus to cells in the crypt regulate proliferation, and that the growth factors EGF and TGF-alpha with their common receptor EGF-R are involved in stimulation of proliferation, while the growth factors TGF-beta 1-3 with their receptors TGF-beta RI and TGF-beta RII are involved in inhibition of proliferation during this regulation. Immunohistochemical detection methods and automated image analysis were used for objective quantification of growth factor expression. The data indicate that, after 5 Gy irradiation, growth stimulation in the crypts takes place before major changes in the villi are observed. However, the combination of the reduction in the cell number, the number of cells expressing TGF-beta 1-3 and the reduction in the level of expression of TGF-beta 1-3 in the villi may cause the release of crypt cells from regulatory growth inhibition and initiate a proliferation-stimulating signal by an increase in the production of TGF-alpha and EGF. Regulation of proliferation after initiation of a proliferative response seems to be related more to the growth factors EGF, TGF-alpha and TGF-beta 3 in the crypts than to villus cellularity or growth factor expression, supporting the concept of stem cell autoregulation as a mechanism of cell regeneration in the intestinal crypt.
International Journal of Radiation Oncology Biology Physics | 1994
Kathryn A. Mason; Howard D. Thames; Timothy G. Ochran; Arnout C.C. Ruifrok; Nora A. Janjan
PURPOSE Recent studies of human cell lines cultured in vitro and mathematical modeling of the response of acute and late responding tissues have predicted conditions for the equivalence in terms of cell killing of continuous and pulsed dose rate brachytherapy. The aim of this study was to test these predictions in vivo using an acutely responding normal tissue. METHODS AND MATERIALS The microcolony assay was used to quantify the survival of jejunal stem cells in vivo. Mice were exposed to graded doses of 60Co delivered continuously or as 1- or 10-min pulses given once-per-hour at an average dose rate of 0.7 Gy/hr. In both cases the total dose-per-hour was 0.7 Gy. Overall exposure times ranged between about 30 and 60 h. Mice were sacrificed 3.5 days after exposure, the bowel removed for routine histological preparation, and number of surviving crypts quantified microscopically. RESULTS An average dose-per-hour of 0.7 Gy, a pulse width of 10 min, and a pulse frequency of 1 h resulted in biological equivalence of pulsed to continuous treatment. Delivering the pulse in a period of 1 min at a dose rate 10-fold higher resulted in a modest 3-4% shift in the survival curve to lower isoeffective doses. The slopes of the survival curves as described by D(o) values were similar for all treatment regimens tested. CONCLUSION This in vivo study validates the prediction of biological equivalence between pulsed and continuous brachytherapy at a clinically relevant average dose rate and may generate further interest in this new treatment modality because of its advantages in radiation protection, dose optimization, and cost relative to standard low dose rate brachytherapy techniques.
Radiotherapy and Oncology | 1997
Willy Landuyt; Jack F. Fowler; Arnout C.C. Ruifrok; Georg Stüben; Albert J. van der Kogel; Emmanuel van der Schueren
PURPOSE Split dose experiments were carried out with two 2 Gy fractions per day at intervals ranging from 0.5 to 24 h, in order to investigate both the time to complete repair and the detailed kinetics of repair of sublethal damage in the cervical spine of rats. MATERIALS AND METHODS Male rats of the WAG/Rij strain were irradiated at 2 Gy/min with 18 MV photons to a length of 18 mm of cervical spinal cord. Four hundred twenty-three rats were irradiated without top-up doses to investigate whether repair was complete by 24 h or whether any slow repair or proliferation occurred up to 50 days after irradiation. Three hundred seventy-nine rats were also irradiated in split dose (2 Gy + delta t + 2 Gy each day) experiments, with intervals of 0.5, 1, 2, 4, 8 and 24 h. The split dose irradiations were followed by a single top-up dose of 15 Gy (producing about half the total damage). RESULTS Repair was complete by 24 h as the ED50 values were the same at 1, 11 and 50 day intervals for two large fractions, and for 10 fractions in 10 or 50 days. A mono-exponential component of repair of T1/2 = 0.25 (95% CI 0.16-0.48) h was determined by direct analysis using all the data and T1/2 = 0.37 (0.28-0.53) h for the split 2 Gy doses with top-up only. A bi-exponential analysis did not fit better. The presence of a second component was demonstrated graphically, with T1/2 of about 6.5 h but with a wide confidence interval from near 0 to 13 h. However, the 24 h ED50 was significantly different from all ED50s except the 8 h value. Considering all data together, an upper limit of about 7 h could be placed on any long component, or else repair could not be complete by 24 h. DISCUSSION AND CONCLUSIONS Two components of repair (0.7 and 3.8 h) have been reported by Ang et al. (Ang, K.K., Jiang, G.L., Guttenberger, R., Thames, H.D., Stephens, L.C., Smith, C.D. and Feng, Y. Impact of spinal cord repair kinetics on the practice of altered fractionation schedules. Radiother. Oncol. 25: 287-294, 1992) in the spinal cord of Sprague-Dawley rats. Two components have also been reported by others more recently. The present results could, with its graphical interpretation, agree in principle, but with a shorter fast component and a longer slow component. A slow component of 5.5 h was reported by Ruifrok et al. (Ruifrok, A.C.C., Kleiboer, B.J. and van der Kogel, A.J. Fractionation sensitivity of rat cervical spinal cord during radiation retreatment. Radiother. Oncol. 25: 295-300, 1992) in a related strain of WAG/Rij rats. The possible presence of a slower component than Ang et al.s 3.8 h might help to explain the four myelopathies observed in the pilot studies for the CHART clinical trial. The presence of the definite fast component (< 0.5 h) could have important consequences when pulsed brachytherapy is used to replace continuous low dose rate irradiation.
International Journal of Radiation Biology | 1996
Michael M. Weil; L.C. Stephens; Christopher I. Amos; Arnout C.C. Ruifrok; Kathryn A. Mason
Levels of radiation-induced jejunal crypt cell apoptosis were compared in C57BL/6J, C3Hf/Kam and C3H/HeJ mice. Apoptosis levels were consistently lower in the C3H strains than in C57BL/6J. Although other explanations are possible, the strain difference is most likely to have a genetic basis, and in fact a preliminary analysis of the F2 progeny of C3H/HeJ and C57BL/6J mice indicates that more than one gene is involved. Both C3H strains also had lower levels of radiation-induced thymocyte apoptosis than C57BL/6J mice. Jejunal crypt cell apoptosis levels did not co-segregate with thymocyte apoptosis levels in the F2 progeny of C57BL/6J and C3H/HeJ mice. These results imply that the genes responsible for the difference in radiation-induced thymocyte apoptosis levels between these two strains are not the same as those responsible for the strain difference in radiation-induced jejunal crypt cell apoptosis levels. The experiments reported here identify strain-specific differences in levels of radiation-induced crypt cell apoptosis and are a first step towards identifying genetic polymorphisms that influence sensitivity of the small intestine to damage from ionizing radiation.
Radiation Research | 1998
Arnout C.C. Ruifrok; Michael M. Weil; Howard D. Thames; Kathryn A. Mason
Experiments were performed to determine whether diurnal variations in apoptosis in the mouse small intestine after irradiation with 2.5 Gy gamma rays depended on the time of day that the mice were irradiated, the time of day that the mice were sacrificed or the interval between irradiation and sacrifice. Experiments were performed with a 12-h light:dark regimen with the light period from 6:00 to 18:00 h. With fixed intervals of 6 h and 24 h between irradiation and sacrifice, a peak in induced apoptosis (16%) was observed in mice sacrificed at 8:00 h, two times higher than the nadir of response at 23:00 h (8%). When variable intervals were used between irradiation and measurement of apoptosis, i.e. sacrifice, at 8:00 h or 23:00 h, the induced apoptosis was dependent on the interval, with a peak for 18-h intervals. However, the level of apoptosis was always about twofold higher when measured at 8:00 h than at 23:00 h. No correlation was observed between diurnal variations in apoptosis and survival of mouse intestinal crypts. The diurnal variations in apoptosis after irradiation can be interpreted either in terms of expression of apoptosis during the G2/M phase of the cell cycle in partially synchronized cells, or in terms of a systemic mechanism such as diurnal variation in the neurohormone melatonin.
International Journal of Radiation Oncology Biology Physics | 1999
Arnout C.C. Ruifrok; William H. McBride
PURPOSE The purpose of this meeting summary is to provide an overview of cytokine research and its role in radiation oncology. METHODS AND MATERIALS The sixth annual Radiation Workshop was held at the International Festival Institute at Round Top, TX. RESULTS Presentations of seventeen speakers provided the framework for discussions on the biological and clinical aspects of cytokine research. CONCLUSION Orchestration of coordinated cellular responses over the time course of radiation effects requires the interaction of many growth factors with their receptors as well as cell-cell and cell-matrix interactions. Cytokine networks and integrated systems are important in tumor development, cancer treatment, and normal and tumor response to cancer treatment.
Radiation Research | 1994
Arnout C.C. Ruifrok; Kathryn A. Mason; Nancy Hunter; Howard D. Thames
Reactions of the skin of the right thigh of mice were used as an experimental model to test possible changes in the radiosensitivity of mouse skin, as represented by changes in the linear-quadratic (LQ) model parameters alpha and beta, as a function of fractionation interval and overall treatment time. In the first series of experiments, variable numbers of 3-Gy fractions with intervals of 6, 24 or 48 h were applied, followed by top-up doses to increase the skin damage to a level that could be scored. The results showed that mouse skin is more sensitive to 3-Gy fractions applied with 48-h intervals than to 3-Gy fractions applied with 6- or 24-h intervals. In the second series of experiments we used single-dose or fractionated test treatments for previously unirradiated mice and mice treated with priming doses of 10, 20 or 30 Gy given 1-18 days before the test treatment. The sensitivity appeared to be higher after intervals of 14-18 days than after 1-10 days after priming treatments of 20 and 30 Gy. The increased sensitivity 18 days after 20 Gy was mainly the result of an increase in the beta component of the LQ model; higher values of alpha were also determined. We conclude that the radiosensitivity of mouse skin is higher during a radiation-induced proliferative response.
International Journal of Radiation Oncology Biology Physics | 1998
Lucas A.M. Pop; Mirjam van der Plas; Arnout C.C. Ruifrok; Lia Schalkwijk; Alex Hanssen; Albert J. van der Kogel
PURPOSE To study the kinetics of repair in rat spinal cord during continuous interstitial irradiation at different dose rates and to investigate the impact of a rapid dose fall off over the spinal cord thickness. MATERIAL AND METHODS Two parallel catheters were inserted on each side of the vertebral bodies from the level of T10 to L4. These catheters were afterloaded with two 192Ir- wires of 4 cm length each (activity 1-10 mCi/cm) or connected to the HDR- microSelectron. Experiments have been carried out to obtain complete dose response curves at 7 different dose rates: 0.53, 0.90, 1.64, 2.56, 4.4, 9.9 and 120 Gy/h. Paralysis of the hindlegs after 5 - 6 months and histopathological examination of the spinal cord of each animal were used as experimental endpoints. RESULTS The distribution of the histological damage was a good reflection of the rapid dose fall - off over the spinal cord, with white matter necrosis or demyelination predominantly seen in the dorsal tracts of the spinal cord or dorsal roots. With each reduction of the dose rate, spinal cord tolerance was significantly increased, with a maximum dose rate factor of 4.3 if the dose rate was reduced from 120 Gy/h to 0.53 Gy/h (ED50 of 17.3 Gy and 75.0 Gy, respectively). Estimates of the repair parameters using different types of analysis are presented. For the direct analysis the best fit of the data was obtained if a biexponential function for repair was used. For the 100% dose prescribed at the ventral side of the spinal cord the alpha/beta ratio is 1.8 Gy (0.8 - 2.8) and two components of repair are observed: a slow component of repair of 2.44 h (1.18 - infinity) and a fast component of 0.15 h (0.02 - infinity). The proportion of the damage repaired with the slow component is 0.59 (0.18 - 1). For the maximum of 150% of the prescribed dose at the dorsal side of the spinal cord the alpha/beta ratio is 2.7 Gy (1.5 - 4.4); the two components for the kinetics of repair remain the same. CONCLUSIONS Spinal cord radiation tolerance is significantly increased by a reduction in dose rate. Depending on the dose prescription, the alpha/beta ratio is 1.8 or 2.7 Gy for the 100% and 150% of the reference dose (rate), respectively; for the kinetics of repair a biphasic pattern is observed, with a slow component of 2.44 hours and a fast component of 0.15 hours, which is independent of the dose prescription.