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Departments of Surgery [C. M., G. M. P., I. P., J. F. P., D. L. F.], Radiation Oncology [A. H.], Physics and Astronomy [C. C., J. P. C., A. G. Y.], Radiology [C. S. S.], and Physiology [D. G. B.], University of Pennsylvania, Philadelphia, Pennsylvania 19104
| ABSTRACT |
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| INTRODUCTION |
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Tumor oxygen status plays a central role in tumor physiology and cancer treatment and is therefore a powerful independent prognostic factor of overall and disease-free survival. The routine evaluation of the pretherapeutic tumor oxygenation status may, in fact, facilitate the establishment of individual therapeutic strategies, independent of other oncologic parameters (4) . Another area of importance in which measurement of tumor oxygen status can serve as an important end point is in the assessment of the efficacy of agents classified as antiangiogenic compounds, agents that target the tumor vasculature rather than cause direct cyotoxicity to malignant cells (5) . Investigators have argued that the standard measure of response in terms of tumor size is not suitable when evaluating these agents and that studies should use parameters associated with the tumor vasculature, especially those related to tumor oxygenation status, as the end point.
Many independent studies involving different techniques have measured one or more parameters to define tumor oxygen status. These techniques include phosphorescence lifetime (quench) imaging (6) to measure oxygen diffusion distances between tumor microvessels (7) and evaluate longitudinal tissue gradients of oxygen (8) , magnetic resonance imaging to monitor vascular oxygenation and BF4 (9) , cryospectrophotometry to measure hemoglobin saturation (10) , single-photon emission computed tomography and positron-emission tomography assays to measure perfusion and mark hypoxic areas (11, 12, 13) , injection of Hoechst 33342, a DNA-binding dye that marks the presence of functional vessels (14) , and the use of hypoxia markers to identify hypoxic tumor regions (15) . Whereas these studies have provided important information, they have also shown that tumor oxygenation is quite heterogeneous, so that an assessment combining several different methods is desirable to define the oxygen profile of a tumor for diagnostic and prognostic purposes. Also, such a combination of techniques will provide validation of the measurements while giving a more accurate overall tumor oxygenation profile. The clinically relevant oxygen status of a tumor is defined by a number of related parameters such as MVD, BF, total BV, blood OS, tumor tissue pO2, hypoxic fraction, oxygen consumption rate, and oxygen diffusion distance. This work has adopted an integrated approach to define tumor oxygen status using a VEGF-transfected human melanoma xenograft and its vector-only transfected control tumor as a model. Specifically, the work reports MVD measurements, recessed microelectrode measurements (pO2), color (BF), and power (BV) Doppler measurements and DLS measurements (BF and OS). An integrated approach, using a limited number of complementary techniques that yield overlapping data that validate each other, can potentially be used to generate clinically relevant information on tumor oxygen status in a variety of tumors types. Such information can then be used not only as a prognostic tool but also as the basis for developing and evaluating patient-specific treatment modalities for many types of cancers.
| MATERIALS AND METHODS |
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Cloning of the VEGF Gene.
PSL301 vector containing a 720-bp fragment of hVEGF121 (a generous gift from Dr. Meenhard Herlyn; Wistar Institute, Philadelphia, PA) was digested with NotI and cloned into the NotI site of retroviral vector PG1EN, which was obtained from Dr. Patrick Hwu (National Cancer Institute, Bethesda, MD). PG1EN VEGF or PG1EN DNA was transfected using LipofectAMINE (Life Technologies, Inc.) into the packaging cell line, PA317. A heterogeneous population of PA317 containing PG1EN-VEGF (PLVh121EN) or PG1EN vector alone was selected with G418 (200 µg/ml; Life Technologies, Inc.). Virus was harvested from these stable packaging cell lines and used to transduce the melanoma cell line NIH1286. Single cell clones were selected using 400 µg/ml G418.
Screening of VEGF and Vector-Only Clones by PCR.
DNA was extracted from the selected single cell clones and screened for VEGF insert by PCR.
DNA Extraction.
Cells (500,000) were washed in PBS, pelleted, and resuspended in 200 µl of proteinase K buffer containing 1 ml of 10x PCR buffer (Boehringer Mannheim), 9 ml of deionized water, 50 µl of Tween 20 (Sigma), and 20 µg of proteinase K (Sigma). The solution was incubated at 55°C for 2 h, boiled for 5 min, placed on ice for 2 min, and centrifuged at 300 x g. Two µl of supernatant were used for the PCR reaction.
PCR for VEGF Plus Vector or Vector Alone.
PCR was carried out in a 100-µl volume containing 200 µM deoxynucleotide triphosphates, 1 unit of Taq polymerase, and PCR buffer (all purchased from Roche Molecular Biochemicals), and 0.25 µM each of the upstream and downstream primers was used. The reaction was allowed to run for 35 cycles. Each cycle had the following settings: 94°C for 1 min; 53°C for 1 min; and 72°C for 1 min. The upstream primer sequence for VEGF plus vector was 5'-AGG-AGG-AGG-GCA-GAA-TCA-TCA-C-3', and the downstream primer sequence was 5'-TTT-GGC-GAG-AGG-GGA-AAG-AC-3'. The downstream primer chosen was in the vector region to avoid expression of endogenous VEGF. The primer sequences for the vector alone were 5'-ATG-ATT-GAA-CAA-GAT-GGA-TTG-GAC-G-3' (Neofor) and 5'-TCA-GAA-GAA-CTC-GTC-AAG-AAG-GCG-A-3' (Neoback). The annealing temperature for the vector alone PCR reaction was 56°C. PCR products were electrophoresed on a 1.2% agarose gel in 1x tris acetate EDTA buffer and stained with ethidium bromide.
Selection of High VEGF Protein-Producing Clones by ELISA.
Clones positive by PCR for VEGF transgene were assayed for protein production using a Quantikine hVEGF ELISA kit (R&D Systems Inc., Minneapolis, MN). Briefly, 100,000 cells of each selected clone were plated on 24-well plates and incubated for 24 h in RPMI 1640. Supernatants were harvested and assayed for hVEGF.
Determination of Oxygen Consumption Rate in VEGF+/Vec Cells.
Oxygen consumption in the two cell types was measured using a standard Clark oxygen electrode. Briefly, the electrodes were allowed to incubate in the air-tight incubation chamber with 2.8 ml of 50 mM HEPES buffer (pH 7.4) at 37°C for a period of 10 min, until a steady baseline was obtained on the chart. VEGF+ or Vec cells were suspended in 50 mM HEPES buffer (pH 7.4) at 37°C, and 200 µl of a 1 x 106 cells/ml sample were introduced into the incubation chamber using a syringe through the side arm of the chamber. Oxygen consumption was calculated and expressed as nmol oxygen consumed/min/105 cells in the air-tight chamber under continuous stirring.
Tumor Production in Nude Mice.
Athymic nude mice (Harlan Sprague Dawley, Indianapolis, IN) were housed in the Animal Care Facility at the University of Pennsylvania according to NIH and institutional guidelines. At 68 weeks of age, the mice received s.c. injection with 5 x 106 NIH1286/Vec (vector alone; Vec cells) or NIH1286/VEGF+ cells (VEGF+ cells) in 0.1 ml of RPMI 1640. The latter clone was derived from the high VEGF-expressing cell lines that were selected based on in vitro cell supernatant ELISA assays for VEGF. Tumors were allowed to grow over the next 36 weeks until they reached 10 mm in diameter, and tumor growth was measured in two dimensions using calipers, and tumor volume was calculated using the formula tumor volume (in mm3) = length x width2 x 0.5.
Serum ELISA for VEGF.
Blood was collected at the time of tumor harvest from mice with Vec and VEGF+ tumors. The serum was analyzed by ELISA for VEGF levels.
PECAM Immunohistochemistry of Tumor Sections.
Cryopreserved tumor tissue sections of Vec and VEGF+ tumors were fixed in cold acetone on ice for 5 min and blocked with PBS containing 5% BSA and rabbit serum. The sections were immunostained using a rat antimurine PECAM antibody (a generous gift from Dr. Steven Albelda; University of Pennsylvania, Philadelphia, PA), an antirat secondary antibody (Vector Laboratories, Burlingame, CA), the ABC Elite kit, and Vector VIP Peroxidase Substrate kit (Vector Laboratories). A tumor tissue section of each type that was not exposed to primary antibody was used as negative control for PECAM immunostaining. The slides were viewed and photographed under a light microscope at a total magnification of x200.
MVD Measurements.
MVD was assessed by light microscopy in Vec and VEGF+ tumor tissue sections. Areas of most intense vascularization were selected by scanning PECAM-immunostained tumor sections under a light microscope using a x100 objective. Individual microvessels were then counted within a x200 field equal to 0.95 mm2 in area. Branches arising from vessels were counted as individual vessels. Any brown-staining endothelial cell or endothelial cell cluster that was clearly separate from adjacent microvessels and tumor cells was considered a single countable microvessel. Vessel lumens, although sometimes present, were not necessary for a structure to be defined as a microvessel. All counts were performed separately by two investigators. The mean of five fields was computed for each tumor section, and SDs were computed.
Tumor pO2 Measurements by Eppendorf Electrode.
Sixteen athymic nude mice, aged 68 weeks, received injection in the right flank with 5 x 106 Vec or VEGF+ cells. When the tumors reached 1012 mm in greatest dimension, mice were anesthetized with ketamine-xylazine, and tumor pO2 was measured using a fine-needle probe that was developed by the Eppendorf Corp. (Eppendorf pO2 Histograph 6650), which measured oxygen partial pressures in solid tissues. The technique of oxygen histography using this device has been described previously in detail (16)
. The procedure was as follows: an Ag/AgCl reference electrode was placed on the subjects skin. A small stab wound incision (approximately 2 mm) was made with a #11 blade knife over the tumor because the electrode was not able to penetrate through skin or animal pelt. A calibrated polarographic needle electrode (0.3 mm in diameter) that contained a 12-µm insulated gold electrode was inserted into the tumor at a superficial location. The electrode was oriented such that as it advanced, it transgressed a large portion of the tumor diameter. The probe was driven forward by a computer-controlled micromotor for approximately 1.0 mm and then it retracted by approximately 0.3 mm before making a measurement of oxygen pressure. The net forward motion for each measurement was 0.7 mm, and an oxygen tension reading was taken at each of those steps. Each reading took approximately 1 s to complete. The current between the insulated gold cathode and the reference electrode was proportional to the tissue oxygen tension at the cathode tip. The spatial resolution of the reading was approximately 100 µm. The relative frequencies of the individual pO2 values were then displayed in a histogram to give the oxygen profile for that needle track in the tissue studied. It has been estimated that somewhere between 20 and 50 measurements/tumor were required to accurately assess the oxygen levels of the tissue. Because each measurement is taken at 0.7-mm stepwise intervals, a 1-cm probe tract was approximately 12 individual measurements. Therefore, for 1-cm tumors, between two and three passes were made into each tumor in different orientations. The Eppendorf histograph system is programmed to advance continuously in small steps, withdrawing partially to relieve tissue compression before each reading, and is programmed to calculate tissue pO2 values based on an external calibration and also to summarize the measurements into a frequency histogram with 2.5 Torr bins. Data for the same tumor types were combined for descriptive statistics (SigmaStat; SPSS Inc., Chicago, IL) and also separated into frequency histograms with 2.5 Torr bins.
Tumor pO2 Measurements by Recessed Probe Microelectrode.
Ten athymic nude mice, aged 68 weeks, received injection in the right flank with 5 x 106 Vec or VEGF+ cells. When the tumors reached 1012 mm in greatest dimension, mice were anesthetized with ketamine-xylazine, and tumor pO2 was measured using recessed microelectrodes (17)
that were constructed from metal-filled glass micropipettes plated with gold as described by Buerk (18)
. Tip diameters were typically <5 µm, with <50 µm deep recesses. The gold cathode was dip coated to apply a Nafion membrane (3% weight in aliphatic alcohols; Aldrich Chemical Co., Chicago, IL). pO2 microelectrodes were tested for stability and precalibrated at 37°C in room air-equilibrated (149 Torr) and 100% N2 deoxygenated (0 Torr) in PBS solutions before each experiment. Polarographic currents were measured with a sensitive picoammeter (Model 610C; Keithley Instruments, Cleveland, OH) with microelectrodes polarized at -0.7 V relative to a Ag/AgCl reference. The picoammeter output was low pass filtered and digitized by a computer with 12-bit resolution. Sensitivities ranged between 0.3 and 0.5 picoampere/Torr with 90% time responses typically < 100 ms for a step change in pO2. The skin surrounding the tumor of mice was sutured onto a stainless steel support ring to eliminate tumor movements with respiration. Small cuts were made in the skin to insert microelectrodes into the tumor at different locations. A heated (37°C) PBS bath equilibrated with 20.9% O2 was superfused over the measurement site. A grounded Ag/AgCl reference wire was placed under the skin in direct contact with the tumor. Recessed microelectrodes were positioned into the bath above the tumor while viewing through a microscope. The steady-state current in the bath before each penetration was used as the calibration current for converting to appropriate partial pressure units, after correcting for the small residual current at zero pO2. After each steady-state calibration, the microelectrode was manually inserted approximately 500 µm deep to avoid measurements from shallow tissue locations that would be oxygenated by the bath. The microelectrode was then slowly advanced in 0.5-µm steps using a motor driven micropositioner to a final depth approximately 3 mm from the surface of the tumor, or deeper in some cases. Each penetration required several minutes to reach the maximum depth. The microelectrode was then rapidly pulled back into the bath for another steady-state calibration and repositioned to make another measurement at a different location. Recessed pO2 microelectrode signals were digitized by a computer at 1 Hz sampling rates and stored for offline data analysis. A data point was obtained for approximately every 5-µm change in position. Over 10 penetrations with tissue pO2 values at 40005000 locations were obtained from each tumor. Data for the same tumor types were lumped together for descriptive statistics (SigmaStat; SPSS Inc.) and also separated into frequency histograms with 2.5 Torr bins.
BF and BV by Sonography and DUS.
B-mode and Doppler imaging (including color flow and power) was performed on nine tumor-bearing anesthetized athymic nude mice (four Vec and five VEGF+) using a Siemans Elegra Ultrasound Imaging System [Siemens, Issaquah, WA (19
, 20)
]. The largest cross-sections of the tumor that were evaluated were identified in saggital and transverse planes. The diameter D1 and the diameters D2 and D3 were measured in the transverse and saggital planes, respectively. These measures were in turn used to compute the volume V of the tumor by the formula: V = 0.5 * D1 * D2 * D3. The power Doppler images were recorded on a videotape at the lowest possible wall filter without causing aliasing of the images. The Doppler gain was kept constant for all of the studies. After the recording of a power Doppler image, a color Doppler image was recorded in the same plane. Approximately 2040 planes in both the longitudinal and transverse planes were collected per tumor and analyzed by ultrasound software developed specifically for this purpose. The tumor in each image was identified and outlined by the user in each case. Computer analysis consisted of reading the color palette and assigning a value of 0 to the "lowest" and 100 to the "highest" color in the palette bar. With this information, the computer constructed a "look up" table from the hue, saturation, and brightness values of the colors present in the palette bar. Using the look-up table, the computer identified the colored pixels within the region outlined by the user. It counted the number of colored pixels (n) and the number of pixels identified as the tumor (N). It also measured the color level of each pixel determined by the hue, saturation, and brightness values. Using these measurements, the flow indices, VD, MCL, and CWFA, were calculated for each color and power Doppler image.
If i represents a color pixel, and Ci represents its color level, then the VD (also referred to as the fractional area of perfusion) and MCL were determined by the formulas
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The relationship between MCL and physiological parameters (mean flow velocity and BV) should be viewed as semiquantitative because of several variables: the angle between a blood vessel and the direction of ultrasound; the choice of scale maximum; filters and color write priority threshold; and the interpolation, averaging, and other image processing algorithms used internally within a scanner to display images for optimal viewing. However, if the imaging parameters are kept constant throughout the study, as was the case in this study, the influence of these variables can be significantly reduced. Under these circumstances, the data provide a meaningful comparison of the flow characteristics through two different tissue types or before and after treatment with various agents. CWFA combines the MCL and VD information. In the case of color Doppler, CWFA (flow mean velocity x area of perfusion) corresponds to the BF through the tumor. Similarly, the CWFA for power Doppler images (product of MCL and VD) is a measure of the "moving" BV within the tissue.
BF and Blood OS by DLS.
Thirteen athymic tumor-bearing nude mice (seven VEGF+ and six Vec) were anesthetized with an i.p. injection of ketamine-xylazine, and then relative BF and blood OS in the two tumor types were measured using a combination of two NIR diffuse optical techniques (21
, 22)
. Briefly, diffuse correlation spectroscopy (or flowmetry) was used to determine relative BF; this method essentially measures the optical phase-shifts caused by moving blood cells. NIR absorption spectroscopy was used concurrently to measure tissue absorption at two different wavelengths. These measurements of diffuse light reflection enabled us to determine the hemoglobin concentration and blood OS of the same tumor tissue we probed simultaneously by the flow method. The instrument used noncontacting sources of NIR light derived from laser diodes; source photons were delivered centrally into the tumors. Four detection fibers were arranged on a square around the central source fiber. The source-detector separation distance was fixed at 3.3 mm. The diffuse light transmitted through the tumors was captured by this radial distribution of light detectors. BF was computed from the temporal decay of the diffuse light intensity temporal autocorrelation function. Typically this autocorrelation function decays exponentially. Its decay rate,
(s-1), depends on a parameter
, proportional to the tissue BV fraction, and on the motion of blood cells. Depending on the physical model used, the decay rate is proportional to one of the following parameters, which are related to the average motion of the RBCs: a Brownian diffusion coefficient, DB (cm2/s); or a mean-square flow velocity, V2 [(cm/s)2] (21
, 22) . We have generally found that our autocorrelation function fits are better when using the model containing the Brownian diffusion coefficient, DB. Relative changes in DB correspond to relative changes in BF. The blood OS was computed from the diffusely reflected light signals at 830 nm (oxyHb peak) and at 750 nm (deoxyHb peak). This calculation assumes that the dominant absorbers at these wavelengths are oxyhemoglobin and deoxyhemoglobin, and that the smaller, water and lipid contributions to the signal remain constant.
Statistical Analysis.
The Graphpad Instat and Microsoft Excel software were used to perform statistical analysis on the DUS and DLS and MVD data. Statistical analyses for the Eppendorf and recessed oxygen microelectrode have been described in their respective sections.
| RESULTS |
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| DISCUSSION |
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There are many obstacles to obtaining a reliable measurement of tumor oxygen status and tumor vascularity. First, there is a great deal of heterogeneity within solid tumor nodules. Second, a variety of noninvasive imaging techniques that have been developed and used to measure oxygenation status are hard to validate with direct measurements (6, 7, 8, 9, 10, 11, 12, 13) . The best reported direct measurement of tumor oxygenation uses the commercially available Eppendorf microelectrode, which has its limitations (16) . The present study provides an integrated approach to defining the oxygen status of the tumor and is validated by direct measurements. We used a reproducible s.c. human tumor xenograft model for the purpose. Tumors were grown from a human melanoma cell line that was transfected with either hVEGF or its vector alone to provide two tumor types, one that was more vascular than the other, in which to measure and compare tumor vascularity and oxygenation. We validated the results with direct oxygen measurements made with a recessed oxygen microelectrode and also compared them with direct measurements made with the Eppendorf electrode.
The Eppendorf pO2 electrode has been considered the "gold standard" for measuring tumor oxygen tension (23)
, although this has been questioned (24)
. Because the technology has been around for several decades, it has been the only technique that could directly measure tumor tissue pO2. However, despite the relative ease with which the device can be used, there are a number of important problems that need to be addressed. Buerk (25)
discusses some of these issues and the advantages for using smaller recessed pO2 microelectrodes to make tissue pO2 measurements. The potential for tissue damage by the Eppendorf needle is a problem, particularly for tumors that are relatively small. Miniaturized electrochemical sensors have two major advantages compared with larger electrodes: (a) faster time responses; and (b) finer spatial resolution. Miniaturization can also minimize tissue damage and microcirculatory disturbances by the microsensor, decreasing possible distortion of the physiological measurement (25)
. With the much larger dimensions of the Eppendorf pO2 electrode, we believe that the most likely explanation for the differences in tumor tissue pO2 distributions is the greater probability for damage to capillaries and small blood vessels compared with damage that might be caused by the smaller tip of the recessed pO2 microelectrodes. Although multiple sampling sites with the recessed microelectrode may allow the best direct assessment of tumor oxygenation without disruption of the microvasculature, pO2 measurement using the glass microelectrode cannot be used clinically in its present form and will need to be further developed before it can be used in patients. This suggests that there is still a persisting requirement for valid and reliable oxygen-sensing probes that combine the advantages of the two types of electrodes used in this study. This invasive technique using either type of probe, however, does not provide much direct information on BF, BV, or OS. We assessed these parameters of tumor vascularity using DUS and DLS. Ultrasound measurements made with power Doppler imaging provide an estimate of total BV in tumors. Our measurements show that the color-weighted power Doppler signal from VEGF-transfected tumors was 5.5 times stronger than that from the Vec tumors. These results suggest that the VEGF tumors are approximately 5.5 times more vascular than the control tumor type. However, MVD measurements show that the VEGF-transfected tumors have only a 2-fold higher VD when compared with the controls. One plausible explanation for this discrepancy is that the VEGF-transfected tumor types have blood vessels that have a larger diameter and therefore hold greater BV/mm3 tumor than the vector-only containing control tumor type. In our model system, blood vessels in the VEGF-transfected clone were not only more numerous but also appeared larger than those in the control tumors (Fig. 3)
. The diffuse optical measurements gave clear signals that differentiated the two tumor types in terms of BF. The optical flow measurements are readily compared with the ultrasound flow measurements, and the optical blood OS may be analyzed in the context of the electrode measurements of tissue oxygen. It is most appropriate to compare the differential changes or ratios because the quantities measured by the different techniques are not precisely the same. Diffuse optical correlation measurements gave a mean BF ratio (VEGF+/Vec-) of 3.2; thus the VEGF tumors clearly exhibited a substantially increased blood perfusion. This result can be compared with BF measured by DUS, which represents a product of mean color Doppler measurements and fractional area Doppler measurements. The corresponding ultrasound flow ratio is 3.3, which is essentially identical to the flow rate measured by DLS. This high degree of correlation is surprising because the diffuse optical probes are sensitive to all tissue flow including capillary contributions, whereas the ultrasound measurement threshold is about 1 cm/s and thus does not directly probe the capillaries. The consistent values suggest that the flow changes in the larger vessels are strongly coupled to changes in capillary flow. The ultrasound BV/BF ratios for the VEGF and control tumor types are 2.0 and 1.2, respectively, indicating that the VEGF-transfected tumor type has "sluggish flow" relative to the vector control. This observation is substantiated by earlier BF and BV studies on other VEGF-transfected tumors cited in the literature (26)
and further validates the use of DUS for determining tumor BF and BV.
In the context of blood OS measurements, the optical measurements probe blood, whereas the electrode measurements directly probe oxygen as a gas dissolved in tumor tissue. The mean blood oxygen ratio is 1.7 by DLS; again we see that the VEGF tumors are substantially more oxygenated than their counterparts. The electrode measurements give this same qualitative trend, although the actual ratio is larger (3.6) as an assessment of tissue oxygen. If the number of vessels is identical in the two tumor types, then there should be a good correlation between the oxygenation in the tissue and the oxygenation in the blood vessels supplying the tissue. However, when the OS within the blood is higher and the number of vessels in the VEGF tumor is almost double that of the control tumor type, then it should be expected that the disparity between blood oxygenation and tissue oxygenation will be amplified in the hypervascular tumor type as appropriately indicated by our results.
It is a well-established fact that tumor oxygen status is also dependent on cellular oxygen consumption rate. In our study, the VEGF+ and Vec cell lines were found to have equivalent oxygen consumption rates/tumor cell. Therefore, with the VEGF+ tumor type having higher BF, BV, blood OS, and microvascular density than the control phenotype and equivalent oxygen consumption rates, it is conceivable that the VEGF+ tumor type would have a higher tumor growth rate when compared with the Vec counterpart due to greater availability of oxygen. The VEGF+ tumor growth rate was found to be significantly higher than that of the Vec tumor type, as predicted from the integrated approach tumor oxygen status data.
Although the integrated approach to delineating tumor oxygen status can be a powerful tool in tumor therapy, it has its limitations. Whereas it has the potential to provide useful information in early-stage disease in many types of cancers, such as the identification of the unique pathophysiological parameter that is most relevant for the behavior of malignancies, it may become impossible to carry out when there is extensive metastatic spread. It also appears that tumors that are very large or very small may not be ideal for such a study because both DUS and DLS are noninvasive methods, and the depth of penetration they give is limited. Furthermore, data from oxygen profiles of several different tumor types need to be analyzed to determine whether it is possible to combine the individual data to arrive at a unique value that represents the oxygen status of a tumor. Such values could then be compared against thresholds that would have to be reached for optimal response to the different tumor treatment modalities. DUS and DLS in the present study were used to give relative BV and BF. These techniques could be further refined and standardized to yield absolute values of BV and BF in tumors. Nevertheless, given the central role that tumor oxygenation plays in the pathophysiology of tumors and therefore in prognosis and in the prediction of the tumors response to treatment, it is relevant and imperative to resolve the shortcomings of such an integrated approach, given the heterogeneity and complexity in tumor oxygenation.
| ACKNOWLEDGMENTS |
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| FOOTNOTES |
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1 Supported in part by the Georgene S. Harmelin Endowment Fund. ![]()
2 Both authors contributed equally to this work. ![]()
3 To whom requests for reprints should be addressed, at Hospital of the University of Pennsylanvia, 4 Silverstein Building, 3400 Spruce Street, Philadelphia, PA 19104. Phone: (215) 662-7866; Fax: (215) 614-0765; E-mail: Frakerd{at}uphs.upenn.edu ![]()
4 The abbreviations used are: BF, blood flow; MVD, microvessel density; BV, blood volume; OS, oxygen saturation; PECAM, platelet/endothelial cell adhesion molecule; DUS, Doppler ultrasound; DLS, diffuse light spectroscopy; VEGF, vascular endothelial growth factor; hVEGF, human VEGF; VD, vascular density; MCL, mean color level; CWFA, color-weighted fractional area; NIR, near-infrared. ![]()
Received 2/11/03. Revised 8/ 7/03. Accepted 8/18/03.
| REFERENCES |
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