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Andring LM, Bailard N, Domingo M, Varkey J, Foster-Mills T, Lin LL, Jhingran A, Colbert L, Eifel PJ, Klopp AH, Joyner MM. Predictors of Poor Treatment Experience in Cervical Cancer Patients Receiving Definitive Chemoradiation and Brachytherapy Boost: A Prospective Study. Int J Radiat Oncol Biol Phys 2023; 117:e502-e503. [PMID: 37785578 DOI: 10.1016/j.ijrobp.2023.06.1749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Cervical cancer patients experience high overall symptom burden. Here, we analyzed patient reported outcomes (PROs) to identify disease, treatment, or patient-related characteristics that can predict poor treatment experience. MATERIALS/METHODS Cervical cancer patients treated with definitive chemoradiation (CRT) at a single institution enrolled on a prospective trial evaluating PROs between 2021-2023 were included. Patients received PRO questionnaires at baseline (BL) and 2-7 days after final brachytherapy implant (post-BT). Data was collected using the EORTC-QLQ-C30, which is a validated metric scored on a 4-point Likert scale (1 = not at all, 2 = a little, 3 = quite a bit, 4 = very much). Poor treatment experience was defined as low physical function [score >2], significant overall symptom burden [> population mean], or substantial nausea/vomiting (N/V), diarrhea, pain, or fatigue [score >2] after BT. Potential predictors included age, menopause status, stage, radiation field size, BT modality (PDR vs HDR), marital status, high baseline financial toxicity [score >2], depression [score >2], worse social function [score >2] and poor emotional function [score >2]. Logistic regression modeling was performed and p<0.05 were considered significant. RESULTS A total of 36 patients completed BL and post-BT PRO metrics. Median age was 42 (range, 18-85), 22% (n = 8) of patients had localized disease, 75% (n = 27) had regional disease, and 3% (n = 1) had distant disease. Low BL social function was associated with high symptom burden after BT (HR 12.5, 95% CI 2.3-68.2, p = 0.004), significant N/V (HR 19.0, 95% CI 1.9-191.0, p = 0.012), high rates of fatigue (HR 9.29, 95% CI 1.6-54.8, p = 0.014), and overall poor physical function after treatment (HR 5.67, 95% CI 1.1-30.1, p = 0.042). High BL financial toxicity was predictive of elevated symptom burden after BT (HR 12.0, 95% CI 2.2-66.0, p = 0.004) and substantial fatigue (HR 7.33, 95% CI 1.5-36.7, p = 0.015). Significant depression at BL was also associated with high rates of N/V (HR 9.78, 95% CI 1.4-66.9, p = 0.02). Patient age, menopausal status, disease stage, radiation field size, BT modality, and marital status were not significantly predictive for symptom burden or physical function after treatment. CONCLUSION Patients with poor baseline social function, high financial toxicity, and depression are at risk for increased symptom burden. Screening for these factors may provide an opportunity to intervene early and improve patient treatment experience.
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Affiliation(s)
- L M Andring
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - N Bailard
- Department of Anesthesiology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - M Domingo
- Department of Gynecologic Research, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - J Varkey
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - T Foster-Mills
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - L L Lin
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - A Jhingran
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - L Colbert
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - P J Eifel
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - A H Klopp
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - M M Joyner
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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Andring L, Kelsey C, Weng J, Manzar G, Bailard N, Fellman B, Domingo M, Varkey J, Foster-Mills T, Kazantsev T, Lin L, Jhingran A, Colbert L, Eifel P, Klopp A, Joyner M. Baseline Characteristics of Patients Undergoing Brachytherapy for Gynecologic Cancer (GYN-BT) and the Role for an Enhanced Recovery Pathway (ERP). Int J Radiat Oncol Biol Phys 2022. [DOI: 10.1016/j.ijrobp.2022.07.1678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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Tran I, Galbraith K, Zhao G, Borsuk R, Varkey J, Gardner S, Allen J, Harter D, Wisoff J, Hidalgo ET, Deochand S, Maloney D, Afterman D, Lauterman T, Friedman N, Bourzgui I, Ramaraj N, Donenhirsh Z, Veksler R, Rosenfeld J, Kandasamy R, Tavassoly I, Oklander B, Raju GP, Nicolaides T, Zviran A, Snuderl M. Abstract 3401: Whole genome cell-free tumor DNA mutational signatures for noninvasive monitoring of pediatric brain cancers. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Liquid biopsy offers a noninvasive approach to monitor cancer burden during therapy and surveillance period. However, in pediatric brain cancers, liquid biopsy methods from the blood have been unsuccessful due to a low tumor burden and low number of mutations in coding regions. We hypothesized that a whole genome sequencing (WGS)-derived patient specific mutational signature from a matched tumor-normal WGS can provide a sensitive and specific approach to detect mutations in circulating cell free tumor DNA (ctDNA) and provide blood-based monitoring in pediatric patients with brain tumor.
Methods: All tumors were analyzed and molecularly subclassified using whole genome DNA methylation profiling and machine learning classifier. Tumor DNA was extracted from pathology tissue and normal germline DNA from the white blood cells, while ctDNA was extracted from 1-2 mL of post-surgery or follow-up plasma samples, WGS was applied to sequence DNA from matched tumor-normal and plasma samples. WGS coverage was 40x for matched tumor-normal DNA and 20x for ctDNA. Using the C2i assay, we derived a personalized mutational pattern for each tumor and used an AI-based error suppression model for quantification and ultra-sensitive detection of ctDNA in plasma samples. A patient-specific personalized genome-wide compendium of somatic mutations was established and ctDNA tested at 1 to 3 available time points during the therapy or surveillance period. An AI-based error suppression model was implemented to filter out the noise in the cell free DNA (cfDNA) while the personalized mutational signature was used to detect the ctDNA in the cfDNA and to amplify the somatic signal contained in it. The ctDNA Tumor Fraction (TF) was compared to the clinical status and MR-based imaging.
Results: We profiled 7 pediatric brain tumors, including 2 medulloblastomas (one Group 3, one Group 4), 3 pediatric glioblastomas IDH wild-type, 1 ependymoma PFA subtype and one low grade ganglioglioma. Tumor specific signatures were identified and detected in the plasma of 5 patients with clinical disease with a TF range 0.02-0.0005 but not in 2 patients with no tumor at the time of blood collection. In two children with a medulloblastoma and glioblastoma, the decrease of tumor fraction in ctDNA over 2 (TF: 0.002 to 0.0009) and 3 time points (TF: 0.0005 to undetectable), respectively, correlated with response to therapy based on imaging.
Conclusions: Patient-specific WGS tumor signature in ctDNA from blood can be used for sensitive monitoring of children with brain tumors.
Citation Format: Ivy Tran, Kristyn Galbraith, Guisheng Zhao, Robyn Borsuk, Joyce Varkey, Sharon Gardner, Jeffrey Allen, David Harter, Jeffrey Wisoff, Eveline T. Hidalgo, Sunil Deochand, Dillon Maloney, Danielle Afterman, Tomer Lauterman, Noah Friedman, Imane Bourzgui, Nidhi Ramaraj, Zohar Donenhirsh, Ronel Veksler, Jonathan Rosenfeld, Ravi Kandasamy, Iman Tavassoly, Boris Oklander, G. Praveen Raju, Theodore Nicolaides, Asaf Zviran, Matija Snuderl. Whole genome cell-free tumor DNA mutational signatures for noninvasive monitoring of pediatric brain cancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3401.
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Affiliation(s)
- Ivy Tran
- 1NYU Grossman School of Medicine, New York, NY
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Abstract
In this current era of precision medicine, liquid biopsy poses a unique opportunity for an easily accessible, comprehensive molecular profile that would allow for the identification of therapeutic targets and sequential monitoring. Solid tumors are definitively diagnosed by analyzing primary tumor tissue, but surgical sampling is not always sufficient to generate a comprehensive genetic fingerprint at the time of diagnosis, or an appropriate means for continued monitoring. Platelets are known to have a dynamic, bidirectional relationship with tumors, acting beyond their role of hemostasis. Tumor-educated platelets (TEP) are modified by the tumor in multiple ways and act as a carrier and protector of metastasis. Data so far have shown that the mRNA in TEP can be harnessed for cancer diagnostics, with many potential applications.
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Affiliation(s)
- Joyce Varkey
- Pediatric Hematology Oncology, New York University Langone, New York, USA
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Cromvik J, Varkey J, Herlenius G, Johansson JE, Wennerås C. Graft-versus-host Disease After Intestinal or Multivisceral Transplantation: A Scandinavian Single-center Experience. Transplant Proc 2016; 48:185-90. [PMID: 26915866 DOI: 10.1016/j.transproceed.2015.11.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Accepted: 11/11/2015] [Indexed: 01/06/2023]
Abstract
BACKGROUND Graft-versus-host disease (GVHD) that develops after intestinal or multivisceral transplantation is difficult to diagnose and is associated with high morbidity and mortality. MATERIAL AND METHODS The objectives of this study were to investigate the incidence, clinical picture, risk factors, and outcome of GVHD in a Scandinavian cohort of patients who underwent intestinal or multivisceral transplantation during a period of 16 years (1998-2014). All transplanted patients (n = 26) were retrospectively analyzed with respect to donor- and recipient-derived risk factors. The diagnosis of GVHD was based on clinical signs, chimerism analyses of leukocytes, and histopathologic findings in biopsy specimens. RESULTS Five of 26 patients (19%) were diagnosed with GVHD, of which three had skin GVHD, one had skin and bone marrow GVHD, and one had passenger leukocyte syndrome. Only multivisceral-transplanted patients developed GVHD. Risk factors for development of GVHD were an underlying tumor diagnosis and neoadjuvant chemo- or brachytherapy administered before intestinal transplantation. All patients were given high-dose corticosteroids as first line treatment for their GVHD, and all survived their episodes of GVHD. CONCLUSIONS The risk of GVHD appears to be increased in recipients of multivisceral transplantations who received chemotherapy due to an underlying malignancy. The reasons may be the large amount of lymphoid tissue in these types of grafts, and the cytotoxic effects of the malignancy and chemotherapy on healthy recipient tissues. These patients should be monitored closely for the development of GVHD.
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Affiliation(s)
- J Cromvik
- Department of Hematology and Coagulation, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
| | - J Varkey
- Department of Gastroenterology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - G Herlenius
- Transplant Institute, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - J-E Johansson
- Department of Hematology and Coagulation, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - C Wennerås
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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Nakajima N, Varkey J. Second Plateau Observed in Solutions of Gum Rubbers Containing Gels. J MACROMOL SCI B 2005. [DOI: 10.1081/mb-200044621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
| | - J. Varkey
- a The University of Akron , Akron , OH
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Keana JFW, Ogan MD, Lu Y, Beer M, Varkey J. Functionalized Keggin- and Dawson-type cyclopentadienyltitanium heteropolytungstate anions: small, individually distinguishable labels for conventional transmission electron microscopy. 2. Reactions. J Am Chem Soc 2002. [DOI: 10.1021/ja00285a013] [Citation(s) in RCA: 57] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Keana JFW, Ogan MD, Lu Y, Beer M, Varkey J. Functionalized heteropolytungstate anions possessing a modified Dawson structure: small, individually distinguishable labels for conventional transmission electron microscopy. J Am Chem Soc 2002. [DOI: 10.1021/ja00309a052] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Abstract
Drosophila affords a genetically well-defined system to study apoptosis in vivo. It offers a powerful extension to in vitro models that have implicated a requirement for cytochrome c in caspase activation and apoptosis. We found that an overt alteration in cytochrome c anticipates programmed cell death (PCD) in Drosophila tissues, occurring at a time that considerably precedes other known indicators of apoptosis. The altered configuration is manifested by display of an otherwise hidden epitope and occurs without release of the protein into the cytosol. Conditional expression of the Drosophila death activators, reaper or grim, provoked apoptogenic cytochrome c display and, surprisingly, caspase activity was necessary and sufficient to induce this alteration. In cell-free studies, cytosolic caspase activation was triggered by mitochondria from apoptotic cells but identical preparations from healthy cells were inactive. Our observations provide compelling validation of an early role for altered cytochrome c in PCD and suggest propagation of apoptotic physiology through reciprocal, feed-forward amplification involving cytochrome c and caspases.
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Affiliation(s)
- J Varkey
- Department of Cell Biology and Neuroscience, University of Texas, Southwestern Medical Center, Dallas, Texas 75235-9039, USA
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Beachy PA, Varkey J, Young KE, von Kessler DP, Sun BI, Ekker SC. Cooperative binding of an Ultrabithorax homeodomain protein to nearby and distant DNA sites. Mol Cell Biol 1993; 13:6941-56. [PMID: 8105373 PMCID: PMC364756 DOI: 10.1128/mcb.13.11.6941-6956.1993] [Citation(s) in RCA: 26] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
Cooperativity in binding of regulatory proteins to multiple DNA sites can heighten the sensitivity and specificity of the transcriptional response. We report here the cooperative DNA-binding properties of a developmentally active regulatory protein encoded by the Drosophila homeotic gene Ultrabithorax (Ubx). We show that naturally occurring binding sites for the Ubx-encoded protein contain clusters of multiple individual binding site sequences. Such sites can form complexes containing a dozen or more Ubx-encoded protein molecules, with simultaneous cooperative interactions between adjacent and distant DNA sites. The distant mode of interaction involves a DNA looping mechanism; both modes appear to enhance transcriptional activation in a simple yeast assay system. We found that cooperative binding is dependent on sequences outside the homeodomain, and we have identified regions predicted to form coiled coils carboxy terminal to the homeodomains of the Ubx-encoded protein and several other homeotic proteins. On the basis of our findings, we propose a multisite integrative model of homeotic protein action in which functional regulatory elements can be built from a few high-affinity sites, from many lower-affinity sites, or from sites of some intermediate number and affinity. An important corollary of this model is that even small differences in binding of homeotic proteins to individual sites could be summed to yield large overall differences in binding to multiple sites. This model is consistent with reports that homeodomain protein targets contain multiple individual binding site sequences distributed throughout sizable DNA regions. Also consistent is a recent report that sequences carboxy terminal to the Ubx homeodomain can contribute to segmental specificity.
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Affiliation(s)
- P A Beachy
- Howard Hughes Medical Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205
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Hiriyanna KT, Varkey J, Beer M, Benbow RM. Electron microscopic visualization of sites of nascent DNA synthesis by streptavidin-gold binding to biotinylated nucleotides incorporated in vivo. J Cell Biol 1988; 107:33-44. [PMID: 3392102 PMCID: PMC2115180 DOI: 10.1083/jcb.107.1.33] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Biotinylated nucleotides (bio-11-dCTP, bio-11-dUTP, and bio-7-dATP) were microinjected into unfertilized and fertilized Xenopus laevis eggs. The amounts introduced were comparable to in vivo deoxy-nucleoside triphosphate pools. At various times after microinjection, DNA was extracted from eggs or embryos and subjected to electrophoresis on agarose gels. Newly synthesized biotinylated DNA was analyzed by Southern transfer and visualized using either the BluGENE or Detek-hrp streptavidin-based nucleic acid detection systems. Quantitation of the amount of biotinylated DNA observed at various times showed that the microinjected biotinylated nucleotides were efficiently incorporated in vivo, both into replicating endogenous chromosomal DNA and into replicating microinjected exogenous plasmid DNA. At least one biotinylated nucleotide could be incorporated in vivo for every eight nucleotides of DNA synthesized. Control experiments also showed that heavily biotinylated DNA was not subjected to detectable DNA repair during early embryogenesis (for at least 5 h after activation of the eggs). The incorporated biotinylated nucleotides were visualized by electron microscopy by using streptavidin-colloidal gold or streptavidin-ferritin conjugates to bind specifically to the biotin groups projecting from the newly replicated DNA. The incorporated biotinylated nucleotides were thus made visible as electron-dense spots on the underlying DNA molecules. Biotinylated nucleotides separated by 20-50 bases could be resolved. We conclude that nascent DNA synthesized in vivo in Xenopus laevis eggs can be visualized efficiently and specifically using the techniques described.
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Affiliation(s)
- K T Hiriyanna
- Department of Zoology, Iowa State University of Science & Technology, Ames 50011-3223
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Beer M, Varkey J, Brantley J, Niyogi K. Electron microscopic studies of chromosomal proteins. Ann N Y Acad Sci 1986; 483:140-8. [PMID: 3471121 DOI: 10.1111/j.1749-6632.1986.tb34508.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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