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Ciris P. Information theoretic evaluation of Lorentzian, Gaussian, Voigt, and symmetric alpha-stable models of reversible transverse relaxation in cervical cancer in vivo at 3 T. MAGMA (NEW YORK, N.Y.) 2023; 36:119-133. [PMID: 35925432 DOI: 10.1007/s10334-022-01035-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 07/19/2022] [Accepted: 07/21/2022] [Indexed: 11/28/2022]
Abstract
OBJECTS To better characterize cervical cancer at 3 T. MRI transverse relaxation patterns hold valuable biophysical information about cellular scale microstructure. Lorentzian modeling is typically used to represent intravoxel frequency distributions, resulting in mono-exponential decay of reversible transverse relaxation. However, deviations from mono-exponential decay are expected theoretically and observed experimentally. MATERIALS AND METHODS We compared the information content of four models of signal attenuation with reversible transverse relaxation. Biological phantoms and six women with cervical squamous cell carcinoma were imaged using a gradient-echo sampling of the spin-echo (GESSE) sequence. Lorentzian, Gaussian, Voigt, and Symmetric α-Stable (SAS) models were ranked using Akaike's Information Criterion (AIC), and the model retaining the highest information content was identified at each voxel as the best model. RESULTS The Lorentzian model resulted in information loss in large fractions of the phantoms and cervix. Gaussian and SAS models frequently had higher information content than the Lorentzian in much of the areas of interest. The Voigt model rarely surpassed the three other models in terms of information content. DISCUSSION Gaussian and SAS models provide better fitting of data in much of the human cervix at 3 T. Minimizing information loss through improved tissue modeling may have important implications for identifying reliable biomarkers of tumor hypoxia and iron deposition.
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Affiliation(s)
- Pelin Ciris
- Department of Biomedical Engineering, Faculty of Engineering, Akdeniz University, A305, 07070, Antalya, Türkiye.
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2
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Verma A, Kumar I, Patel DS, Ranjan R, Singh M, Pradhan S, Shukla RC. Prediction of response to radiotherapy in locally advanced carcinoma cervix using multiparametric MRI: A prospective, single-center, longitudinal study. Asia Pac J Clin Oncol 2023; 19:79-86. [PMID: 35437940 DOI: 10.1111/ajco.13761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 12/12/2021] [Accepted: 01/14/2022] [Indexed: 01/20/2023]
Abstract
PURPOSE To evaluate the possible role of a multiparametric magnetic resonance imaging (MRI) and semiquantitative fusion map for the prediction of response to radiotherapy in carcinoma cervix. METHODS This was a prospective, single-center, longitudinal observational study performed on patients with locally advanced carcinoma cervix. Relative blood flow (rBF), relative blood volume (rBV), and apparent diffusion coefficient (ADC) values were obtained before and after the onset of radiotherapy. rBV, rBF, and ADC values were used to generate a semiquantitative pharmacokinetic model map to identify any hypoxic component of the tumor. The subjects were retrospectively classified as responders and nonresponders based on response to treatment. Prospective prediction of response status was done using pretreatment multiparametric MRI parameters (rBF, rBV, and ADC) and semiquantitative parametric map. RESULTS In 32 patients (29 with parametrial involvement and 15 with lymphadenopathy), pretreatment ADC of the primary tumor was the most accurate measure for predicting response to treatment as well as for treatment-induced fractional volume reduction. Although rBV and rBF were insignificant metrics in isolation for predicting response status, a combination with ADC in the form of parametric map had a sensitivity of 86.4% and 77.2%, specificity of 70% and 70%, positive predictive value of 86.4% and 85%, and negative predictive value 70% and 59% respectively by two independent observers. CONCLUSION ADC is the most accurate measure for predicting the response to treatment. A manual parametric map generated by an off-line fusion of the above map with those generated by pharmacokinetic modeling of perfusion-weighted MRI may be a useful tool for the prediction of response to radiotherapy.
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Affiliation(s)
- Ashish Verma
- Department of Radiodiagnosis and Imaging, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India
| | - Ishan Kumar
- Department of Radiodiagnosis and Imaging, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India
| | - Deepak Singh Patel
- Department of Radiodiagnosis and Imaging, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India
| | - Ritika Ranjan
- Department of Radiotherapy and Radiation Medicine, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India
| | - Munendra Singh
- Department of Mechatronics Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, India
| | - Satyajeet Pradhan
- Department of Radiation Oncology, Mahamana Pandit Madan Mohan Malviya Cancer Center and Homi Bhabha Cancer Center, Varanasi, India
| | - Ram Chandra Shukla
- Department of Radiodiagnosis and Imaging, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India
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3
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Yin L, Zhuang X, Li JL. The value of magnetic resonance blood oxygen level-dependent imaging in evaluating the efficacy of advanced cervical cancer combined with radiotherapy and chemotherapy. Acta Radiol 2022; 64:1668-1675. [PMID: 36464651 DOI: 10.1177/02841851221130302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Background Blood oxygen level-dependent magnetic resonance imaging (BOLD-MRI) is an imaging method used to analyze oxygenation status of the tumor. Purpose To investigate the feasibility of BOLD-MRI in evaluating the efficacy of advanced cervical cancer combined with radiotherapy and chemotherapy. Material and Methods This prospective study included 85 patients with advanced cervical cancer who received BOLD-MRI examination before and after concurrent chemoradiotherapy from October 2020 to December 2021. To investigate the changes of baseline R2* values and △R2* values of cervical cancers before and after treatment. Results 29 cases were complete response, 34 cases were partial response, and 22 cases showed progression. The baseline R2* values of the tumors were lower than that of the normal cervical muscle ( P < 0.0001). After oxygen stimulation, the baseline R2* values of the tumors decreased ( P = 0.012). After treatment, the baseline R2* values of the tumors increased ( P = 0.007), and the dynamic △R2* values of the tumors decreased ( P = 0.025). The baseline R2* value of the complete response was the highest ( P = 0.000), the dynamic △R2* value of the complete response was the lowest ( P = 0.017). Conclusion BOLD-MRI can evaluate the efficacy of concurrent chemoradiotherapy for advanced cervical cancer.
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Affiliation(s)
- Liang Yin
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, PR China
| | - Xin Zhuang
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, PR China
| | - Jian-lin Li
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, PR China
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4
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Qian J, Yu X, Li B, Fei Z, Huang X, Luo P, Zhang L, Zhang Z, Lou J, Wang H. In vivo Monitoring of Oxygen Levels in Human Brain Tumor Between Fractionated Radiotherapy Using Oxygen-enhanced MR Imaging. Curr Med Imaging 2020; 16:427-432. [PMID: 32410542 DOI: 10.2174/1573405614666180925144814] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 08/19/2018] [Accepted: 09/11/2018] [Indexed: 11/22/2022]
Abstract
BACKGROUND It was known that the response of tumor cells to radiation is closely related to tissue oxygen level and fractionated radiotherapy allows reoxygenation of hypoxic tumor cells. Non-invasive mapping of tissue oxygen level may hold great importance in clinic. OBJECTIVE The aim of this study is to evaluate the role of oxygen-enhanced MR imaging in the detection of tissue oxygen levels between fractionated radiotherapy. METHODS A cohort of 10 patients with brain metastasis was recruited. Quantitative oxygen enhanced MR imaging was performed prior to, 30 minutes and 22 hours after first fractionated radiotherapy. RESULTS The ΔR1 (the difference of longitudinal relaxivity between 100% oxygen breathing and air breathing) increased in the ipsilateral tumor site and normal tissue by 242% and 152%, respectively, 30 minutes after first fractionated radiation compared to pre-radiation levels. Significant recovery of ΔR1 in the contralateral normal tissue (p < 0.05) was observed 22 hours compared to 30 minutes after radiation levels. CONCLUSION R1-based oxygen-enhanced MR imaging may provide a sensitive endogenous marker for oxygen changes in the brain tissue between fractionated radiotherapy.
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Affiliation(s)
- Junchao Qian
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei Cancer Hospital, Hefei 230031, China.,Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China
| | - Xiang Yu
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei Cancer Hospital, Hefei 230031, China
| | - Bingbing Li
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei Cancer Hospital, Hefei 230031, China
| | - Zhenle Fei
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei Cancer Hospital, Hefei 230031, China
| | - Xiang Huang
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei Cancer Hospital, Hefei 230031, China
| | - Peng Luo
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei Cancer Hospital, Hefei 230031, China
| | - Liwei Zhang
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei Cancer Hospital, Hefei 230031, China
| | - Zhiming Zhang
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei Cancer Hospital, Hefei 230031, China
| | - Jianjun Lou
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei Cancer Hospital, Hefei 230031, China
| | - Hongzhi Wang
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei Cancer Hospital, Hefei 230031, China.,Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China
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5
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Song SH, Jeong WK, Choi D, Kim YK, Park HC, Yu JI. Evaluation of early treatment response to radiotherapy for HCC using pre- and post-treatment MRI. Acta Radiol 2019; 60:826-835. [PMID: 30282483 DOI: 10.1177/0284185118805253] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Affiliation(s)
- So Hee Song
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Woo Kyoung Jeong
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Dongil Choi
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Young Kon Kim
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hee Chul Park
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jeong Il Yu
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
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6
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Rich LJ, Miller A, Singh AK, Seshadri M. Photoacoustic Imaging as an Early Biomarker of Radio Therapeutic Efficacy in Head and Neck Cancer. Am J Cancer Res 2018; 8:2064-2078. [PMID: 29721063 PMCID: PMC5928871 DOI: 10.7150/thno.21708] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 01/19/2018] [Indexed: 12/26/2022] Open
Abstract
The negative impact of tumor hypoxia on radiotherapeutic efficacy is well recognized. However, an easy to use, reliable imaging method for assessment of tumor oxygenation in routine clinical practice remains elusive. Photoacoustic imaging (PAI) is a relatively new imaging technique that utilizes a combination of light and ultrasound (US) to enable functional imaging of tumor hemodynamic characteristics in vivo. Several clinical trials are currently evaluating the utility of PAI in cancer detection for breast, thyroid, and prostate cancer. Here, we evaluated the potential of PAI for rapid, label-free, non-invasive quantification of tumor oxygenation as a biomarker of radiation response in head and neck cancer. Methods: Studies were performed human papilloma virus- positive (HPV+) and -negative (HPV-) patient-derived xenograft (PDX) models of head and neck squamous cell carcinoma (HNSCC). PAI was utilized for longitudinal assessment of tumor hemodynamics (oxygenation saturation and hemoglobin concentration) before, during and after fractionated radiation therapy (fRT). Imaging datasets were correlated with histologic measures of vascularity (CD31), DNA damage (phosphorylated γH2AX) and statistical modeling of tumor growth. Results: A differential response to fRT was observed between HPV+ and HPV- xenografts. Temporal changes in tumor hemodynamics (oxygen saturation and hemoglobin concentration) measured by PAI showed significant association with treatment outcomes. PAI-based changes in oxygen saturation were detected within days after initiation of fRT prior to detectable change in tumor volume, highlighting the potential of PAI to serve as an early biomarker of therapeutic efficacy. Consistent with PAI results, immunohistochemical staining of vascularity (CD31) and DNA damage (phosphorylated γH2AX) revealed distinct patterns of response in HPV+ and HPV- xenografts. Conclusion: Collectively, our observations demonstrate the utility of PAI for temporal mapping of tumor hemodynamics and the value of PAI read-outs as surrogate measures of radiation response in HNSCC.
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7
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Lyng H, Malinen E. Hypoxia in cervical cancer: from biology to imaging. Clin Transl Imaging 2017; 5:373-388. [PMID: 28804704 PMCID: PMC5532411 DOI: 10.1007/s40336-017-0238-7] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Accepted: 06/24/2017] [Indexed: 12/14/2022]
Abstract
PURPOSE Hypoxia imaging may improve identification of cervical cancer patients at risk of treatment failure and be utilized in treatment planning and monitoring, but its clinical potential is far from fully realized. Here, we briefly describe the biology of hypoxia in cervix tumors of relevance for imaging, and evaluate positron emission tomography (PET) and magnetic resonance imaging (MRI) techniques that have shown promise for assessing hypoxia in a clinical setting. We further discuss emerging imaging approaches, and how imaging can play a role in future treatment strategies to target hypoxia. METHODS We performed a PubMed literature search, using keywords related to imaging and hypoxia in cervical cancer, with a particular emphasis on studies correlating imaging with other hypoxia measures and treatment outcome. RESULTS Only a few and rather small studies have utilized PET with tracers specific for hypoxia, and no firm conclusions regarding preferred tracer or clinical potential can be drawn so far. Most studies address indirect hypoxia imaging with dynamic contrast-enhanced techniques. Strong evidences for a role of these techniques in hypoxia imaging have been presented. Pre-treatment images have shown significant association to outcome in several studies, and images acquired during fractionated radiotherapy may further improve risk stratification. Multiparametric MRI and multimodality PET/MRI enable combined imaging of factors of relevance for tumor hypoxia and warrant further investigation. CONCLUSIONS Several imaging approaches have shown promise for hypoxia imaging in cervical cancer. Evaluation in large clinical trials is required to decide upon the optimal modality and approach.
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Affiliation(s)
- Heidi Lyng
- Department of Radiation Biology, Institute for Cancer Research, Norwegian Radium Hospital, Oslo University Hospital, Oslo, Norway
| | - Eirik Malinen
- Department of Medical Physics, Norwegian Radium Hospital, Oslo University Hospital, Oslo, Norway
- Department of Physics, University of Oslo, Oslo, Norway
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8
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Horsman MR, Vaupel P. Pathophysiological Basis for the Formation of the Tumor Microenvironment. Front Oncol 2016; 6:66. [PMID: 27148472 PMCID: PMC4828447 DOI: 10.3389/fonc.2016.00066] [Citation(s) in RCA: 124] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Accepted: 03/07/2016] [Indexed: 12/27/2022] Open
Abstract
Poor microenvironmental conditions are a characteristic feature of solid tumors. Such conditions occur because the tumor vascular supply, which develops from the normal host vasculature by the process of angiogenesis, is generally inadequate in meeting the oxygen and nutrient demands of the growing tumor mass. Regions of low oxygenation (hypoxia) is believed to be the most critical deficiency, since it has been well documented to play a significant role in influencing the response to conventional radiation and chemotherapy treatments, as well as influencing malignant progression in terms of aggressive growth and recurrence of the primary tumor and its metastatic spread. As a result, significant emphasis has been placed on finding clinically applicable approaches to identify those tumors that contain hypoxia and realistic methods to target this hypoxia. However, most studies consider hypoxia as a single entity, yet we now know that it is multifactorial. Furthermore, hypoxia is often associated with other microenvironmental parameters, such as elevated interstitial fluid pressure, glycolysis, low pH, and reduced bioenergetic status, and these can also influence the effects of hypoxia. Here, we review the various aspects of hypoxia, but also discuss the role of the other microenvironmental parameters associated with hypoxia.
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Affiliation(s)
- Michael R Horsman
- Department of Experimental Clinical Oncology, Aarhus University Hospital , Aarhus , Denmark
| | - Peter Vaupel
- Department of Radiooncology and Radiotherapy, Klinikum rechts der Isar, Technische Universität München (TUM) , Munich , Germany
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9
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Ciris PA, Balasubramanian M, Damato AL, Seethamraju RT, Tempany-Afdhal CM, Mulkern RV, Viswanathan AN. Characterizing gradient echo signal decays in gynecologic cancers at 3T using a Gaussian augmentation of the monoexponential (GAME) model. J Magn Reson Imaging 2016; 44:1020-30. [PMID: 26971387 DOI: 10.1002/jmri.25226] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Accepted: 02/23/2016] [Indexed: 12/26/2022] Open
Abstract
PURPOSE To assess whether R2* mapping with a standard Monoexponential (ME) or a Gaussian Augmentation of the Monoexponential (GAME) decay model better characterizes gradient-echo signal decays in gynecological cancers after external beam radiation therapy at 3T, and evaluate implications of modeling for noninvasive identification of intratumoral hypoxia. MATERIALS AND METHODS Multi-gradient-echo signals were acquired on 25 consecutive patients with gynecologic cancers and three healthy participants during inhalation of different oxygen concentrations at 3T. Data were fitted with both ME and GAME models. Models were compared using F-tests in tumors and muscles in patients, muscles, cervix, and uterus in healthy participants, and across oxygenation levels. RESULTS GAME significantly improved fitting over ME (P < 0.05): Improvements with GAME covered 34% of tumor regions-of-interest on average, ranging from 6% (of a vaginal tumor) to 68% (of a cervical tumor) in individual tumors. Improvements with GAME were more prominent in areas that would be assumed hypoxic based on ME alone, reaching 90% as ME R2* approached 100 Hz. Gradient echo decay parameters at different oxygenation levels were not significantly different (P = 0.81). CONCLUSION R2* may prove sensitive to hypoxia; however, inaccurate representations of underlying data may limit the success of quantitative assessments. Although the degree to which R2 or σ values correlate with hypoxia remains unknown, improved characterization with GAME increases the potential for determining any correlates of fit parameters with biomarkers, such as oxygenation status. J. MAGN. RESON. IMAGING 2016;44:1020-1030.
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Affiliation(s)
- Pelin A Ciris
- Biomedical Engineering, Akdeniz University, Antalya, Turkey. .,Harvard Medical School, Boston, Massachusetts, USA. .,Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA.
| | - Mukund Balasubramanian
- Harvard Medical School, Boston, Massachusetts, USA.,Radiology, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Antonio L Damato
- Harvard Medical School, Boston, Massachusetts, USA.,Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | | | - Clare M Tempany-Afdhal
- Harvard Medical School, Boston, Massachusetts, USA.,Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Robert V Mulkern
- Harvard Medical School, Boston, Massachusetts, USA.,Radiology, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Akila N Viswanathan
- Harvard Medical School, Boston, Massachusetts, USA.,Siemens Healthcare, Boston, Massachusetts, USA
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10
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Rich LJ, Seshadri M. Photoacoustic monitoring of tumor and normal tissue response to radiation. Sci Rep 2016; 6:21237. [PMID: 26883660 PMCID: PMC4756329 DOI: 10.1038/srep21237] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Accepted: 01/18/2016] [Indexed: 12/31/2022] Open
Abstract
Hypoxia is a recognized characteristic of tumors that influences efficacy of radiotherapy (RT). Photoacoustic imaging (PAI) is a relatively new imaging technique that exploits the optical characteristics of hemoglobin to provide information on tissue oxygenation. In the present study, PAI based measures of tumor oxygen saturation (%sO2) were compared to oxygen-enhanced magnetic resonance imaging (MRI) measurements of longitudinal relaxation rate (R1 = 1/T1) and ex-vivo histology in patient derived xenograft (PDX) models of head and neck cancer. PAI was utilized to assess early changes (24 h) in %sO2 following RT and chemoRT (CRT) and to assess changes in salivary gland hemodynamics following radiation. A significant increase in tumor %sO2 and R1 was observed following oxygen inhalation. Good spatial correlation was observed between PAI, MRI and histology. An early increase in %sO2 after RT and CRT detected by PAI was associated with significant tumor growth inhibition. Twenty four hours after RT, PAI also detected loss of hemodynamic response to gustatory stimulation in murine salivary gland tissue suggestive of radiation-induced vascular damage. Our observations illustrate the utility of PAI in detecting tumor and normal tissue hemodynamic response to radiation in head and neck cancers.
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Affiliation(s)
- Laurie J Rich
- Departments of Molecular and Cellular Biophysics and Biochemistry, Roswell Park Cancer Institute, Buffalo, NY 14263.,Departments of Pharmacology and Therapeutics, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Mukund Seshadri
- Departments of Molecular and Cellular Biophysics and Biochemistry, Roswell Park Cancer Institute, Buffalo, NY 14263.,Departments of Pharmacology and Therapeutics, Roswell Park Cancer Institute, Buffalo, NY 14263.,Oral Medicine/Head and Neck Surgery, Roswell Park Cancer Institute, Buffalo, NY 14263
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11
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Potiron VA, Abderrahmani R, Clément-Colmou K, Marionneau-Lambot S, Oullier T, Paris F, Supiot S. Improved functionality of the vasculature during conventionally fractionated radiation therapy of prostate cancer. PLoS One 2013; 8:e84076. [PMID: 24391887 PMCID: PMC3877206 DOI: 10.1371/journal.pone.0084076] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2013] [Accepted: 11/20/2013] [Indexed: 11/18/2022] Open
Abstract
Although endothelial cell apoptosis participates in the tumor shrinkage after single high-dose radiotherapy, little is known regarding the vascular response after conventionally fractionated radiation therapy. Therefore, we evaluated hypoxia, perfusion and vascular microenvironment changes in an orthotopic prostate cancer model of conventionally fractionated radiation therapy at clinically relevant doses (2 Gy fractions, 5 fractions/week). First, conventionally fractionated radiation therapy decreased tumor cell proliferation and increased cell death with kinetics comparable to human prostate cancer radiotherapy. Secondly, the injection of Hoechst 33342 or fluorescent-dextrans showed an increased tumor perfusion within 14 days in irradiated tumors, which was correlated with a clear reduction of hypoxia. Improved perfusion and decreased hypoxia were not explained by increased blood vessel density, size or network morphology. However, a tumor vascular maturation defined by perivascular desmin+/SMA+ cells coverage was clearly observed along with an increase in endothelial, zonula occludens (ZO)-1 positive, intercellular junctions. Our results show that, in addition to tumor cell killing, vascular maturation plays an uncovered role in tumor reoxygenation during fractionated radiation therapy.
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Affiliation(s)
- Vincent A. Potiron
- Inserm, UMR892, Nantes, France
- Université de Nantes, Nantes, France
- CNRS, UMR6299, Nantes, France
| | - Rym Abderrahmani
- Inserm, UMR892, Nantes, France
- Université de Nantes, Nantes, France
- CNRS, UMR6299, Nantes, France
| | - Karen Clément-Colmou
- Inserm, UMR892, Nantes, France
- Université de Nantes, Nantes, France
- CNRS, UMR6299, Nantes, France
- Department of Radiation Oncology, Institut de Cancérologie de l’Ouest, Saint-Herblain, France
| | | | | | - François Paris
- Inserm, UMR892, Nantes, France
- Université de Nantes, Nantes, France
- CNRS, UMR6299, Nantes, France
- Department of Radiation Oncology, Institut de Cancérologie de l’Ouest, Saint-Herblain, France
| | - Stéphane Supiot
- Inserm, UMR892, Nantes, France
- Université de Nantes, Nantes, France
- CNRS, UMR6299, Nantes, France
- Department of Radiation Oncology, Institut de Cancérologie de l’Ouest, Saint-Herblain, France
- * E-mail:
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Abstract
In locally advanced cervical cancer, 18F-fluorodeoxyglucose (FDG) positron emission tomography – computed tomography (PET/CT) has become important in the initial evaluation of disease extent. It is superior to other imaging modalities for lymph node status and distant metastasis. PET-defined cervical tumor volume predicts progression-free and overall survival. Higher FDG uptake in both primary and regional lymph nodes is strongly predictive of worse outcome. FDG-PET is useful for assessing treatment response 3 months after completing concurrent chemo-radiotherapy (CRT) and predicting long-term survival, and in suspected disease recurrence. In the era of image-guided adaptive radiotherapy, accurately defining disease areas is critical to avoid irradiating normal tissue. Based on additional information provided by FDG-PET, radiation treatment volumes can be modified and higher doses to FDG-positive lymph nodes safely delivered. FDG-PET/CT has been used for image-guided brachytherapy of FDG-avid tumor volume, while respecting low doses to bladder and rectum. Despite survival improvements due to CRT in cervical cancer, disease recurrences continue to be a major problem. Biological rationale exists for combining novel non-cytotoxic agents with CRT, and drugs targeting specific molecular pathways are under clinical development. The integration of these targeted therapies in clinical trials, and the need for accurate predictors of radio-curability is essential. New molecular imaging tracers may help identifying more aggressive tumors. 64Cu-labeled diacetyl-di(N(4)-methylthiosemicarbazone) is taken up by hypoxic tissues, which may be valuable for prognostication and radiation treatment planning. PET/CT imaging with novel radiopharmaceuticals could further impact cervical cancer treatment as surrogate markers of drug activity at the tumor microenvironment level. The present article reviews the current and emerging role of PET/CT in the management of cervical cancer.
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Affiliation(s)
- Fernanda G Herrera
- Department of Radiation Oncology, Lausanne University Hospital Lausanne, Switzerland
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Hasim A, Ali M, Mamtimin B, Ma JQ, Li QZ, Abudula A. Metabonomic signature analysis of cervical carcinoma and precancerous lesions in women by (1)H NMR spectroscopy. Exp Ther Med 2012; 3:945-951. [PMID: 22969997 DOI: 10.3892/etm.2012.509] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2011] [Accepted: 01/19/2012] [Indexed: 11/06/2022] Open
Abstract
(1)H nuclear magnetic resonance (NMR)-based metabonomics has been used to characterize the metabolic profiles of cervical intraepithelial neoplasia (CIN) and cervical squamous cell carcinoma (CSCC). Principal component analysis (PCA) and orthogonal partial least-squares discriminant analysis (OPLS-DA) were used to model the systematic variation related to patients with CIN or CSCC with healthy controls. Potential metabolic biomarkers were identified using database comparisons, and the one-way analysis of variance (ANOVA) test was used to examine the significance of the metabolites. Compared with plasma obtained from the healthy controls, plasma from patients with CIN had higher levels of very-low density lipoprotein (VLDL), acetone, unsaturated lipid and carnitine, together with lower levels of creatine, lactate, isoleucine, leucine, valine, alanine, glutamine, histidine, glycine, acetylcysteine, myo-inositol, choline and glycoprotein. Plasma from patients with CSCC had higher levels of acetate and formate, together with lower levels of creatine, lactate, isoleucine, leucine, valine, alanine, glutamine, histidine and tyrosine compared with the plasma of the healthy controls. In addition, compared with the plasma of patients with CIN, the plasma of CSCC patients had higher levels of acetate, formate, lactate, isoleucine, leucine, valine, alanine, glutamine, histidine, tyrosine, acetylcysteine, myo-inositol, glycoprotein, α-glucose and β-glucose, together with lower levels of acetone, unsaturated lipid and carnitine. Moreover, the profiles showed high feasibility and specificity by statistical analysis with OPLS-DA compared to the Thinprep cytology test (TCT) by setting the histopathological outcome as standard. The metabolic profile obtained for cervical cancer is significant, even for the precancerous disease. This suggests a systemic metabolic response to cancer, which may be used to identify potential early diagnostic biomarkers of the cancer and to establish clinical diagnostic methods.
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Dong L, Kudrimoti M, Cheng R, Shang Y, Johnson EL, Stevens SD, Shelton BJ, Yu G. Noninvasive diffuse optical monitoring of head and neck tumor blood flow and oxygenation during radiation delivery. BIOMEDICAL OPTICS EXPRESS 2012; 3:259-72. [PMID: 22312579 PMCID: PMC3269843 DOI: 10.1364/boe.3.000259] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2011] [Revised: 12/15/2011] [Accepted: 01/01/2012] [Indexed: 05/19/2023]
Abstract
This study explored using a novel diffuse correlation spectroscopy (DCS) flow-oximeter to noninvasively monitor blood flow and oxygenation changes in head and neck tumors during radiation delivery. A fiber-optic probe connected to the DCS flow-oximeter was placed on the surface of the radiologically/clinically involved cervical lymph node. The DCS flow-oximeter in the treatment room was remotely operated by a computer in the control room. From the early measurements, abnormal signals were observed when the optical device was placed in close proximity to the radiation beams. Through phantom tests, the artifacts were shown to be caused by scattered x rays and consequentially avoided by moving the optical device away from the x-ray beams. Eleven patients with head and neck tumors were continually measured once a week over a treatment period of seven weeks, although there were some missing data due to the patient related events. Large inter-patient variations in tumor hemodynamic responses were observed during radiation delivery. A significant increase in tumor blood flow was observed at the first week of treatment, which may be a physiologic response to hypoxia created by radiation oxygen consumption. Only small and insignificant changes were found in tumor blood oxygenation, suggesting that oxygen utilizations in tumors during the short period of fractional radiation deliveries were either minimal or balanced by other effects such as blood flow regulation. Further investigations in a large patient population are needed to correlate the individual hemodynamic responses with the clinical outcomes for determining the prognostic value of optical measurements.
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Affiliation(s)
- Lixin Dong
- Center for Biomedical Engineering, University of Kentucky College of Engineering, Lexington, KY 40506, USA
| | - Mahesh Kudrimoti
- Department of Radiation Medicine, University of Kentucky Chandler Hospital, Lexington, KY 40536, USA
| | - Ran Cheng
- Center for Biomedical Engineering, University of Kentucky College of Engineering, Lexington, KY 40506, USA
| | - Yu Shang
- Center for Biomedical Engineering, University of Kentucky College of Engineering, Lexington, KY 40506, USA
| | - Ellis L. Johnson
- Department of Radiation Medicine, University of Kentucky Chandler Hospital, Lexington, KY 40536, USA
| | - Scott D. Stevens
- Department of Radiology, University of Kentucky Chandler Hospital, Lexington, KY 40536, USA
| | - Brent J. Shelton
- Markey Cancer Center, University of Kentucky College of Medicine, and Department of Biostatistics, University of Kentucky College of Public Health, Lexington, KY 40536, USA
| | - Guoqiang Yu
- Center for Biomedical Engineering, University of Kentucky College of Engineering, Lexington, KY 40506, USA
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Park HJ, Griffin RJ, Hui S, Levitt SH, Song CW. Radiation-induced vascular damage in tumors: implications of vascular damage in ablative hypofractionated radiotherapy (SBRT and SRS). Radiat Res 2012; 177:311-27. [PMID: 22229487 DOI: 10.1667/rr2773.1] [Citation(s) in RCA: 367] [Impact Index Per Article: 30.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
We have reviewed the studies on radiation-induced vascular changes in human and experimental tumors reported in the last several decades. Although the reported results are inconsistent, they can be generalized as follows. In the human tumors treated with conventional fractionated radiotherapy, the morphological and functional status of the vasculature is preserved, if not improved, during the early part of a treatment course and then decreases toward the end of treatment. Irradiation of human tumor xenografts or rodent tumors with 5-10 Gy in a single dose causes relatively mild vascular damages, but increasing the radiation dose to higher than 10 Gy/fraction induces severe vascular damage resulting in reduced blood perfusion. Little is known about the vascular changes in human tumors treated with high-dose hypofractionated radiation such as stereotactic body radiotherapy (SBRT) or stereotactic radiosurgery (SRS). However, the results for experimental tumors strongly indicate that SBRT or SRS of human tumors with doses higher than about 10 Gy/fraction is likely to induce considerable vascular damages and thereby damages the intratumor microenvironment, leading to indirect tumor cell death. Vascular damage may play an important role in the response of human tumors to high-dose hypofractionated SBRT or SRS.
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Affiliation(s)
- Heon Joo Park
- Department of Therapeutic Radiology-Radiation Oncology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
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Shibuya K, Tsushima Y, Horisoko E, Noda SE, Taketomi-Takahashi A, Ohno T, Amanuma M, Endo K, Nakano T. Blood flow change quantification in cervical cancer before and during radiation therapy using perfusion CT. JOURNAL OF RADIATION RESEARCH 2011; 52:804-811. [PMID: 21959830 DOI: 10.1269/jrr.11079] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
The purpose of this study was to quantify the changes of tumor blood flow (BF) in cervical cancer after radiation therapy by using perfusion computed tomography (CT), and to examine the difference between maximum slope (MS) and single-input one-compartment model (SOCM) methods. Fourteen consecutive patients who received definitive radiation therapy for cervical cancer from October 2009 to February 2010 were enrolled in this study. Blood flow (BF) analyses were performed using both MS and SOCM methods. Quantitative BF maps were created using Body Perfusion (Toshiba Medical Systems, Co. Tokyo, Japan). Perfusion color maps were successfully created by the two analytical methods. BF of the tumors was clearly higher than that of normal cervix, making it possible to distinguish tumor tissue from normal cervical tissue. BF of the tumors after 20 Gy of radiation therapy calculated by the MS method was significantly larger than that before treatment (126.9 vs. 72.2 ml/min/100 ml, median; p < 0.05). Although BF calculated by the MS and SOCM methods showed a positive linear correlation (p < 0.001, r = 0.981), BF calculated by the MS method was lower than that obtained by the SOCM method (103.7 vs. 115.1 ml/min/100 ml, p < 0.01). The change of tumor BF in cervical cancer before and after radiation therapy can be monitored by conducting blood flow analysis using perfusion CT. BF by the MS method was lower than that by the SOCM method, but the two analytical methods correlated well. Perfusion CT may have potential in noninvasive monitoring of vascular and oxygenation status and for guiding adaptive therapy.
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Affiliation(s)
- Kei Shibuya
- Department of Radiation Oncology, Gunma University Graduate school of Medicine, Maebashi, Gunma 371-8511, Japan.
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Yaromina A, Kroeber T, Meinzer A, Boeke S, Thames H, Baumann M, Zips D. Exploratory Study of the Prognostic Value of Microenvironmental Parameters During Fractionated Irradiation in Human Squamous Cell Carcinoma Xenografts. Int J Radiat Oncol Biol Phys 2011; 80:1205-13. [DOI: 10.1016/j.ijrobp.2011.02.015] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2010] [Revised: 01/28/2011] [Accepted: 02/02/2011] [Indexed: 11/29/2022]
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Mayr NA, Wang JZ, Zhang D, Grecula JC, Lo SS, Jaroura D, Montebello J, Zhang H, Li K, Lu L, Huang Z, Fowler JM, Wu DH, Knopp MV, Yuh WTC. Longitudinal changes in tumor perfusion pattern during the radiation therapy course and its clinical impact in cervical cancer. Int J Radiat Oncol Biol Phys 2009; 77:502-8. [PMID: 19775824 DOI: 10.1016/j.ijrobp.2009.04.084] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2009] [Revised: 04/13/2009] [Accepted: 04/28/2009] [Indexed: 12/14/2022]
Abstract
PURPOSE To study the temporal changes of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) perfusion patterns during the radiation therapy (RT) course and their influence on local control and survival in cervical cancer. METHODS AND MATERIALS DCE-MRI was performed in 98 patients with Stage IB(2)-IVA cervical cancer before RT (pre-RT) and during early RT (20-25 Gy) and mid-RT (45-50 Gy). Signal intensity (SI) from the DCE-MRI time-SI curve was derived for each tumor voxel. The poorly perfused low-DCE tumor subregions were quantified as lower 10th percentiles of SI (SI10). Local control, disease-specific survival, and overall survival were correlated with DCE parameters at pre-RT, early RT, and mid-RT. Median follow-up was 4.9 (range, 0.2-9.0) years. RESULTS Patients (16/98) with initial pre-RT high DCE (SI10 >or=2.1) had 100% 5-year local control, 81% disease-specific survival, and 81% overall survival, compared with only 79%, 61%, and 55%, respectively, in patients with pre-RT low DCE. Conversion from pre-RT low DCE to high DCE in early RT (28/82 patients) was associated with higher local control, disease-specific survival, and overall survival (93%, 74%, and 67%, respectively). In comparison with all other groups, outcome was worst in patients with persistently low DCE from pre-RT throughout the mid-RT phase (66%, 44%, and 43%; p = 0.003, 0.003, and 0.020; respectively). CONCLUSION Longitudinal tumor perfusion changes during RT correlate with treatment outcome. Persistently low perfusion in pre-RT, early RT, and mid-RT indicates a high risk of treatment failure, whereas outcome is favorable in patients with initially high perfusion or subsequent improvements of initially low perfusion. These findings likely reflect reoxygenation and may have potential for noninvasive monitoring of intra-treatment radio-responsiveness and for guiding adaptive therapy.
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Affiliation(s)
- Nina A Mayr
- Department of Radiation Oncology, Ohio State University, Arthur G. James Cancer Hospital and Solove Research Institute, 300 W 10th Ave, Rm. 078, Columbus, OH 43210, USA.
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Ohlerth S, Bley CR, Laluhová D, Roos M, Kaser-Hotz B. Assessment of changes in vascularity and blood volume in canine sarcomas and squamous cell carcinomas during fractionated radiation therapy using quantified contrast-enhanced power Doppler ultrasonography: a preliminary study. Vet J 2009; 186:58-63. [PMID: 19692273 DOI: 10.1016/j.tvjl.2009.07.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2008] [Revised: 07/06/2009] [Accepted: 07/08/2009] [Indexed: 11/26/2022]
Abstract
Radiation therapy does not only target tumour cells but also affects tumour vascularity. In the present study, changes in tumour vascularity and blood volume were investigated in five grade 1 oral fibrosarcomas, eight other sarcomas (non-oral soft tissue and bone sarcomas) and 12 squamous cell carcinomas in dogs during fractionated radiation therapy (total dose, 45-56 Gy). Contrast-enhanced power Doppler ultrasound was performed before fraction 1, 3, 6, 8, 10, 12, 14 and 15 or 16 (sarcomas) or 17 (squamous cell carcinomas). Prior to treatment, median vascularity and blood volume were significantly higher in squamous cell carcinomas (P=0.0005 and 0.001), whereas measurements did not differ between oral fibrosarcomas and other sarcomas (P=0.88 and 0.999). During the course of radiation therapy, only small, non-significant changes in vascularity and blood volume were observed in all three tumour histology groups (P=0.08 and P=0.213), whereas median tumour volume significantly decreased until the end of treatment (P=0.04 for fibrosarcomas and other sarcomas, P=0.008 for squamous cell carcinomas). It appeared that there was a proportional decrease in tumour volume, vascularity and blood volume. Doppler measurements did not predict progression free interval or survival in any of the three tumour groups (P=0.06-0.86). However, the number of tumours investigated was small and therefore, the results can only be considered preliminary.
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Affiliation(s)
- Stefanie Ohlerth
- Sections of Diagnostic Imaging and Radio-Oncology, Vetsuisse Faculty, University of Zürich, 8057 Zürich, Switzerland
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Lyng H, Sitter B, Bathen TF, Jensen LR, Sundfør K, Kristensen GB, Gribbestad IS. Metabolic mapping by use of high-resolution magic angle spinning 1H MR spectroscopy for assessment of apoptosis in cervical carcinomas. BMC Cancer 2007; 7:11. [PMID: 17233882 PMCID: PMC1781459 DOI: 10.1186/1471-2407-7-11] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2006] [Accepted: 01/17/2007] [Indexed: 01/26/2023] Open
Abstract
Background High-resolution magic angle proton magnetic resonance spectroscopy (HR 1H MAS MRS) provides a broad metabolic mapping of intact tumor samples and allows for microscopy investigations of the samples after spectra acquisition. Experimental studies have suggested that the method can be used for detection of apoptosis, but this has not been investigated in a clinical setting so far. We have explored this hypothesis in cervical cancers by searching for metabolites associated with apoptosis that were not influenced by other histopathological parameters like tumor load and tumor cell density. Methods Biopsies (n = 44) taken before and during radiotherapy in 23 patients were subjected to HR MAS MRS. A standard pulse-acquire spectrum provided information about lipids, and a spin-echo spectrum enabled detection of non-lipid metabolites in the lipid region of the spectra. Apoptotic cell density, tumor cell fraction, and tumor cell density were determined by histopathological analysis after spectra acquisition. Results The apoptotic cell density correlated with the standard pulse-acquire spectra (p < 0.001), but not with the spin-echo spectra, showing that the lipid metabolites were most important. The combined information of all lipids contributed to the correlation, with a major contribution from the ratio of fatty acid -CH2 to CH3 (p = 0.02). In contrast, the spin-echo spectra contained the main information on tumor cell fraction and tumor cell density (p < 0.001), for which cholines, creatine, taurine, glucose, and lactate were most important. Significant correlations were found between tumor cell fraction and glucose concentration (p = 0.001) and between tumor cell density and glycerophosphocholine (GPC) concentration (p = 0.024) and ratio of GPC to choline (p < 0.001). Conclusion Our findings indicate that the apoptotic activity of cervical cancers can be assessed from the lipid metabolites in HR MAS MR spectra and that the HR MAS data may reveal novel information on the metabolic changes characteristic of apoptosis. These changes differed from those associated with tumor load and tumor cell density, suggesting an application of the method to explore the role of apoptosis in the course of the disease.
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Affiliation(s)
- Heidi Lyng
- Department of Radiation Biology, Rikshospitalet-Radiumhospitalet Medical Center, Oslo, Norway
| | - Beathe Sitter
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
| | - Tone F Bathen
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
| | - Line R Jensen
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
| | - Kolbein Sundfør
- Department of Gynecologic Oncology, Rikshospitalet-Radiumhospitalet Medical Center, Oslo, Norway
| | - Gunnar B Kristensen
- Department of Gynecologic Oncology, Rikshospitalet-Radiumhospitalet Medical Center, Oslo, Norway
- Department of Medical Informatics, University of Oslo, Oslo, Norway
| | - Ingrid S Gribbestad
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
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Sunar U, Quon H, Durduran T, Zhang J, Du J, Zhou C, Yu G, Choe R, Kilger A, Lustig R, Loevner L, Nioka S, Chance B, Yodh AG. Noninvasive diffuse optical measurement of blood flow and blood oxygenation for monitoring radiation therapy in patients with head and neck tumors: a pilot study. JOURNAL OF BIOMEDICAL OPTICS 2006; 11:064021. [PMID: 17212544 DOI: 10.1117/1.2397548] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
This pilot study explores the potential of noninvasive diffuse correlation spectroscopy (DCS) and diffuse reflectance spectroscopy (DRS) for monitoring early relative blood flow (rBF), tissue oxygen saturation (StO(2)), and total hemoglobin concentration (THC) responses to chemo-radiation therapy in patients with head and neck tumors. rBF, StO(2), and THC in superficial neck tumor nodes of eight patients are measured before and during the chemo-radiation therapy period. The weekly rBF, StO(2), and THC kinetics exhibit different patterns for different individuals, including significant early blood flow changes during the first two weeks. Averaged blood flow increases (52.7+/-9.7)% in the first week and decreases (42.4+/-7.0)% in the second week. Averaged StO(2) increases from (62.9+/-3.4)% baseline value to (70.4+/-3.2)% at the end of the second week, and averaged THC exhibits a continuous decrease from pretreatment value of (80.7+/-7.0) [microM] to (73.3+/-8.3) [microM] at the end of the second week and to (63.0+/-8.1) [microM] at the end of the fourth week of therapy. These preliminary results suggest daily diffuse-optics-based therapy monitoring is feasible during the first two weeks and may have clinical promise.
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Affiliation(s)
- Ulas Sunar
- Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, Pennsylvania 19104-6396, USA.
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Ruggieri R, Nahum AE. The impact of hypofractionation on simultaneous dose-boosting to hypoxic tumor subvolumes. Med Phys 2006; 33:4044-55. [PMID: 17153384 DOI: 10.1118/1.2358205] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
In a previous study, the dependence of the therapeutic ratio on the number of fractions (n), including both acute and chronic hypoxia, was investigated for homogeneously irradiated tumors. The present study further develops the model to include simultaneous dose-boosting to the hypoxic tumour subvolumes. The acutely hypoxic (ah) tumor subvolume was partitioned into a large number (10(2)-10(3)) of oxygenation subvolumes, modelled through rectangular pO2(t) waves all with the same frequency and fractional time spent below the hypoxic threshold, but with randomly distributed phases. Three quite different assumptions were considered for the effect of prolonged hypoxia on the radiosensitivity (alpha) of the chronically hypoxic (ch) clonogens, ranging from equal radiosensitivity to that of the ah-cells to an even greater radiosensitivity than that of the well-oxygenated (ox) cells. The linear-quadratic model, including tumor repopulation, intertumor alpha-heterogeneity, and dependence of the oxygen enhancement ratio on the dose per fraction, was adopted for tumor control probability (TCP) computation. To include a consideration of therapeutic ratio, lung irradiation was considered and the mean normalized total lung dose (NTD(L)) was used as a risk indicator. For those 1(fr/d) x 5(d/w) schedules yielding 50% TCP with homogeneous irradiation (our reference benchmark), we estimated the gain in TCP and the corresponding NTD(L) from dose boosting only the ch-subvolume, both the ah- and the ch-subvolumes, or 50% of the pretreatment tumor volume without specific targeting to tumor hypoxia. For two of the three assumptions for the radiosensitivity of the ch-clonogens, dose-boosting the ch-subvolume was associated with a substantial gain in TCP, and with a trend including minima in NTD(L), for severely hypofractionated schedules only, whereas when dose-boosting both the ah- and the ch-subvolumes a substantial gain in TCP was always obtained for multifractionated schedules. By contrast, the "blind" dose-boosting strategy was generally inferior, although an appreciable gain in TCP for severely hypofractionated schedules was obtained. In conclusion, a strategy of dose-boosting tumor hypoxia, guided by nuclear medicine techniques that substantially map chronic hypoxia, is expected to yield optimal gains in TCP via severely hypofractionated delivery.
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Affiliation(s)
- Ruggero Ruggieri
- Medical Physics Department, Bianchi Melacrino Morelli Hospital, Reggio Calabria, Italy.
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Zhao M, Zhang YX, Zhang CG, Lan SM, Wang ZM, Zhang XF. A clinical study for evaluating early radiotherapy effect in patients with brain tumor using 99Tcm-HL91 spect. Chin J Cancer Res 2006. [DOI: 10.1007/s11670-006-0222-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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Nordsmark M, Loncaster J, Aquino-Parsons C, Chou SC, Gebski V, West C, Lindegaard JC, Havsteen H, Davidson SE, Hunter R, Raleigh JA, Overgaard J. The prognostic value of pimonidazole and tumour pO2 in human cervix carcinomas after radiation therapy: A prospective international multi-center study. Radiother Oncol 2006; 80:123-31. [DOI: 10.1016/j.radonc.2006.07.010] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2006] [Revised: 07/07/2006] [Accepted: 07/10/2006] [Indexed: 11/29/2022]
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Abstract
PURPOSE OF REVIEW Cervical cancer is a significant global public health problem. In underdeveloped countries where screening programs are not widely available and in underserved populations in developed countries, women commonly present with locally advanced disease that is not curable by any extent of radical hysterectomy. This review will critically evaluate the evidence supporting the available treatment modalities for locally advanced cancer of the uterine cervix. RECENT FINDINGS Concurrent cisplatin-based chemotherapy and radiation have demonstrated significant survival improvement for patients with locally advanced cervical cancer. Advances in imaging and radiotherapy technologies, the inclusion of newer agents to the chemoradiation regimens, the use of new hypoxic cell radiosensitizers and monoclonal antibodies that inhibit cell growth, with consequent increase in malignant cell kill fractions, are some of the new therapeutic options that may be used to improve the survival of these patients. SUMMARY Continued improvement in understanding the natural history of cervical cancer, the limitations of the current staging system, and these newer therapeutic options will increase the efficacy of chemoradiation and improved the survival of these patients.
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Affiliation(s)
- Luis A Rojas-Espaillat
- Division of Gynecologic Oncology, Department of Gynecology and Obstetrics, The Cleveland Clinic Foundation, 9500 Euclid Avenue, Cleveland, OH 44195, USA
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Denis F, Bougnoux P, Paon L, le Floch O, Tranquart F. Radiosensitivity of rat mammary tumors correlates with early vessel changes assessed by power Doppler sonography. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2003; 22:921-929. [PMID: 14510263 DOI: 10.7863/jum.2003.22.9.921] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
OBJECTIVE To investigate the changes occurring in the vascularization of tumors during irradiation, we used a model of autochthonous mammary tumors in rats and assessed early vascular changes after irradiation by power Doppler sonography. METHODS Mammary tumors were induced in 24 female Sprague Dawley rats by a single subcutaneous injection of N-nitroso N-methyl urea. After tumor areas reached 1 cm2, the animals received a single fraction of 18-Gy radiation or intraperitoneal saline injection. Power Doppler sonographic quantification of detected vessels was performed 1 day before irradiation and 7 days after the use of a power Doppler index of 5 different tumor imaging planes. Final tumor shrinkage was compared with early changes in the power Doppler index. Not all tumors regressed in a similar fashion. Radiosensitive tumors were defined as tumors with a greater than 50% decrease in baseline area 28 days after irradiation, whereas radioresistant tumors were tumors with a less than 50% decrease in baseline area. Statistical analysis was performed by the Mann-Whitney U test. RESULTS Tumor area changes were similar in radioresistant and radiosensitive tumors 7 days after irradiation (-41% and -35%, respectively; P > .05, not significant), whereas reduction in the power Doppler index was significantly greater in radiosensitive tumors (mean value, -63%) than in radioresistant tumors (mean value, -12%) (P = .001). Late tumor regrowth was correlated with day 7 power Doppler index changes (P = .009). A 40% reduction in the power Doppler index at day 7 distinguished 8 of 9 radiosensitive tumors and 8 of 9 radioresistant tumors (P = .003). CONCLUSIONS This study suggests that early changes in tumor perfusion as assessed by power Doppler sonography after tumor irradiation may precede the long-term tumor regression.
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Affiliation(s)
- Fabrice Denis
- Institut National de la Santé et de la Recherche Médicale E 0211, CORAD, Centre Hospitalier Universitaire Bretonneau, 37044 Tours France.
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Dunst J, Kuhnt T, Strauss HG, Krause U, Pelz T, Koelbl H, Haensgen G. Anemia in cervical cancers: impact on survival, patterns of relapse, and association with hypoxia and angiogenesis. Int J Radiat Oncol Biol Phys 2003; 56:778-87. [PMID: 12788185 DOI: 10.1016/s0360-3016(03)00123-8] [Citation(s) in RCA: 132] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
PURPOSE The prognostic impact of anemia in cervical cancers is well established. We have investigated the impact of anemia on prognosis and patterns of relapse in cervical cancers. Furthermore, we analyzed the relationship between anemia, tumor hypoxia, and angiogenesis. METHODS AND MATERIALS Eighty-seven patients (mean age 58 years) with squamous cell cancer of the cervix (Stage IIB: n = 19; Stage IIIB: n = 59; Stage IVA: n = 9) were prospectively enrolled in the study from 1995 through 1999. Patients underwent definitive radiotherapy with a combination of external beam radiotherapy (45-50.4 Gy) and high-dose-rate brachytherapy (5 x 7 Gy). Tumor oxygenation was measured with the Eppendorf pO(2)-histograph before radiotherapy and after 19.8 Gy. Angiogenesis was determined by measuring the microvessel density in pretreatment biopsies in 46 patients. The impact of tumor oxygenation (at 0 Gy and 19.8 Gy), hemoglobin (hb) level (at 0 Gy and 19.8 Gy), angiogenesis and clinical parameters on survival and relapse was investigated. RESULTS The 3-year overall survival rate (after a median follow-up of 42 months) was 57% for the whole group of patients, 72% for Stage IIB, 60% for Stage IIIB, and 22% for Stage IVA. The presence of pretreatment anemia had a significant impact on the relapse rate. However, the midtherapy hb level (at 19.8 Gy) had the strongest impact on local failure rate and survival: 3-year local failure rate was 6% in 20 patients with a hb > 13 g/dL at 19.8 Gy, 15% in 47 patients with an hb between 11 and 13 g/dL, and 67% in 20 patients with an hb < 11 g/dL, p = 0.0001. This was associated with a significant impact on the 3-year overall survival, 79% vs. 64% vs. 32%. Twenty-three tumors were poorly oxygenated at both measurements (oxygen pressure [median pO(2)] < 15 mm Hg before therapy and at 19.8 Gy). This group had a significantly lower 3-year overall survival as compared with patients with high pO(2) before and/or at 19.8 Gy (38% vs. 68%, p = 0.02), and these poorly oxygenated tumors had also a significantly increased microvessel density. In a multivariate model, the midtherapy hb level maintained an overwhelming impact on local failure rate and survival. CONCLUSION Hemoglobin level during radiotherapy was the strongest prognostic factor for local control and survival. We could further identify a poor prognostic subgroup with persisting hypoxia during radiotherapy, low hb levels, and increased angiogenesis. According to these findings, an association between anemia, poor tumor oxygenation, and angiogenesis is likely.
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Affiliation(s)
- Juergen Dunst
- Department of Radiotherapy, Martin-Luther-University Halle-Wittenberg, Halle, Germany.
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Bussink J, Kaanders JHAM, van der Kogel AJ. Tumor hypoxia at the micro-regional level: clinical relevance and predictive value of exogenous and endogenous hypoxic cell markers. Radiother Oncol 2003; 67:3-15. [PMID: 12758235 DOI: 10.1016/s0167-8140(03)00011-2] [Citation(s) in RCA: 229] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND AND PURPOSE Tumor oxygenation is recognized as an important determinant of the outcome of radiotherapy and possibly also of other treatment modalities in a number of tumor types and in particular in squamous cell carcinomas. The hypoxic status of various solid tumors has been related to a poor prognosis due to tumor progression towards a more malignant phenotype, with increased metastatic potential, and an increased resistance to treatment. It has been demonstrated in head and neck cancer that hypoxic radioresistance can be successfully counteracted by hypoxia modifying approaches. The microregional distribution and the level of tumor hypoxia depend on oxygen consumption and temporal and spatial variations in blood supply. It is unclear if severely hypoxic cells can resume clonogenicity when O(2) and nutrients become available again as a result of (treatment related) changes in the tumor microenvironment. Non-terminally differentiated hypoxic cells that are capable of proliferation are important for outcome because of their resistance to radiotherapy and possibly other cytotoxic treatments. Various exogenous and endogenous markers for hypoxia are currently available and can be studied in relation to each other, the tumor architecture and the tumor microenvironment. Use of nitroimidazole markers with immunohistochemical detection allows studying tumor cell hypoxia at the microscopic level. Co-registration with other microenvironmental parameters, such as vascular architecture (vascular density), blood perfusion, tumor cell proliferation and apoptosis, offers the possibility to obtain a comprehensive functional image of tumor patho-physiology and to study the effects of different modalities of cancer treatment. CONCLUSION A number of functional microregional parameters have emerged that are good candidates for future use as indicators of tumor aggressiveness and treatment response. The key question is whether these parameters can be used as tools for selection of treatment strategies for individual patients. This requires testing of these markers in prospective randomized clinical trials comparing standard treatment against experimental treatments targeting the relevant microregional constituent.
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Affiliation(s)
- Johan Bussink
- Department of Radiation Oncology, University Medical Center Nijmegen, 6500 HB, The, Nijmegen, Netherlands
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Abstract
Hypoxia is a characteristic property of locally advanced solid tumors, resulting from an imbalance between the supply and consumption of oxygen. Major pathogenetic mechanisms for the development of hypoxia are (1) structural and functional abnormalities of the tumor microvasculature, (2) increased diffusion distances, and (3) tumor-associated and therapy-induced anemia. The oxygenation status is independent of clinical tumor size, stage, grade, and histopathological type, but is affected by the hemoglobin level. Hypoxia is intensified in anemic patients, especially in tumors with low perfusion rates. Hypoxia and anemia (most probably via worsening of tumor hypoxia) can lead to therapeutic problems, as they make solid tumors resistant to sparsely ionizing radiation and some forms of chemotherapy. In addition to more direct mechanisms involved in the development of therapeutic resistance, there are also indirect machineries that can cause barriers to therapies. These include hypoxia-driven proteome and genome changes and clonal selection. These, in turn, can drive subsequent events that are known to further increase resistance to therapy (in addition to critically affecting long-term prognosis). Treatment resistance in anemic patients can be, at least partially, prevented or overcome by anemia correction, resulting in better locoregional tumor control and overall survival of patients.
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Affiliation(s)
- P Vaupel
- Institute of Physiology and Pathophysiology, University of Mainz, Germany.
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Lyng H, Vorren AO, Sundfør K, Taksdal I, Lien HH, Kaalhus O, Rofstad EK. Assessment of tumor oxygenation in human cervical carcinoma by use of dynamic Gd-DTPA-enhanced MR imaging. J Magn Reson Imaging 2001; 14:750-6. [PMID: 11747032 DOI: 10.1002/jmri.10016] [Citation(s) in RCA: 69] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Increased knowledge of the physiological basis behind the signal enhancement in tumors during dynamic contrast-enhanced magnetic resonance (MR) imaging may be useful in development of predictive assays based on this technique. In the present work, the relative signal intensity (RSI) increase in gadopentetate dimeglumine (Gd-DTPA)-enhanced MR images of patients with cervical carcinoma was related to tumor perfusion, vascular density, cell density, and oxygen tension (pO(2)). The patients were subjected to MR imaging before the start of treatment (N = 12) and after two weeks of radiotherapy (N = 8). Perfusion was determined from the kinetics of contrast agent in tumors and arteries, vascular density and cell density were determined from tumor biopsies, and pO(2) was determined by polarographic needle electrodes. The maximal RSI was correlated to perfusion (P = 0.002) and cell density (P = 0.004), but was not related to vascular density. There was also a correlation between pO(2) and perfusion (P < 0.001). Moreover, pO(2) tended to be correlated to cell density (P = 0.1), but was not related to vascular density. There was a significant correlation between RSI and pO(2), regardless of whether the median pO(2) (P < 0.001) or the fraction of pO(2) readings below 2.5 mmHg (P < 0.001), 5 mmHg (P < 0.0001), or 10 mmHg (P < 0.001) was considered. Our results suggest that the Gd-DTPA-induced signal enhancement in MR images of cervical tumors is influenced by both perfusion and cell density. These parameters are also of major importance for tumor oxygenation, leading to a correlation between signal enhancement and oxygenation. Dynamic contrast-enhanced MR imaging may therefore possibly be useful in prediction of treatment outcome.
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Affiliation(s)
- H Lyng
- Department of Biophysics, Norwegian Radium Hospital, Oslo, Norway.
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Lyng H, Vorren AO, Sundfør K, Taksdal I, Lien HH, Kaalhus O, Rofstad EK. Intra- and intertumor heterogeneity in blood perfusion of human cervical cancer before treatment and after radiotherapy. Int J Cancer 2001; 96:182-90. [PMID: 11410887 DOI: 10.1002/ijc.1019] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Knowledge of the intratumor heterogeneity in blood perfusion may lead to increased understanding of tumor response to treatment. In the present work, absolute perfusion values, in units of ml/g.min, were determined in 20 tumor subregions of patients with cervical cancer before treatment (n = 12) and after 2 weeks of radiotherapy (n = 8), by using a method based on contrast-enhanced magnetic resonance imaging. The aims were to evaluate the intratumor heterogeneity in perfusion in relation to the intertumor heterogeneity and to search for changes in the heterogeneities during the early phase of therapy. The intra- and intertumor heterogeneity in perfusion were estimated from components of one-way analyses of variance. The mean perfusion differed significantly among the patients before treatment, ranging from 0.044 to 0.12 ml/g x min. Large differences in perfusion were also observed within individual tumors. The heterogeneity was largest in the best perfused tumors, perfusion values ranging, e.g., from 0.055 to 0.29 ml/g x min were observed. The intratumor heterogeneity was similar to the intertumor heterogeneity. The mean perfusion generally increased or tended to increase during radiotherapy, ranging from 0.064 ml/g x min to 0.13 ml/g x min after 2 weeks of treatment. There was a tendency of increased intratumor heterogeneity in perfusion after therapy, consistent with the higher mean value; a difference in perfusion of more than a factor of 10 was seen within some tumors. These results suggest that cervix tumors contain a significant amount of poorly perfused subregions with high treatment resistance. Moreover, the perfusion and perfusion heterogeneity may increase during the early phase of radiotherapy and influence tumor response.
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Affiliation(s)
- H Lyng
- Department of Biophysics, The Norwegian Radium Hospital, Oslo, Norway.
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Abstract
Cervical cancer is a tremendous health problem as the third most frequent cancer affecting women. Locally advanced disease, which exceeds that successfully treated with surgery, is a common presentation of unscreened women. The use of concurrent chemotherapy and radiation therapy has resulted in a significant increase in patient survival. Our understanding of cervical tumor biology has the potential for further improvements.
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Affiliation(s)
- P G Rose
- Division of Gynecologic Oncology, University Hospitals of Cleveland, Case Western Reserve University, Ohio 44106, USA.
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Mayr NA, Yuh WT, Oberley LW, Spitz D, Sorosky JI, Buatti JM. Serial changes in tumor oxygenation during the early phase of radiation therapy in cervical cancer-are we quantitating hypoxia change? Re: Lying et al., IJROBP 2000; 46:935-946. Int J Radiat Oncol Biol Phys 2001; 49:282-9. [PMID: 11271075 DOI: 10.1016/s0360-3016(00)00794-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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In response to Mayr et al.: Serial changes in tumor oxygenation during the early phase of radiation therapy in cervical cancer—are we quantitating hypoxia change? Int J Radiat Oncol Biol Phys 2001. [DOI: 10.1016/s0360-3016(00)00795-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Sundfør K, Lyng H, Tropé CG, Rofstad EK. Treatment outcome in advanced squamous cell carcinoma of the uterine cervix: relationships to pretreatment tumor oxygenation and vascularization. Radiother Oncol 2000; 54:101-7. [PMID: 10699471 DOI: 10.1016/s0167-8140(99)00175-9] [Citation(s) in RCA: 81] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Poor outcome of treatment was found to be associated with low oxygen tension in the primary tumor and not with high intratumor microvessel density in 40 patients with advanced squamous cell carcinoma of the uterine cervix. Multivariate Cox regression analysis identified the total volume of the hypoxic tumor regions, i. e. the tumor subvolume having pO(2) values below 5 mmHg, as a significant prognostic factor for locoregional control, disease-free survival, and overall survival. Other important prognostic factors, identified by univariate Cox regression analysis, were tumor volume, the fraction of pO(2) readings giving pO(2) values below 5 mmHg, and tumor stage.
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Affiliation(s)
- K Sundfør
- Department of Gynecology, The Norwegian Radium Hospital, Montebello, N-0310, Oslo, Norway
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