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Georgopoulos AP, James LM. Association between brain cancer immunogenetic profile and in silico immunogenicities of 11 viruses. Sci Rep 2023; 13:21528. [PMID: 38057480 PMCID: PMC10700375 DOI: 10.1038/s41598-023-48843-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 11/30/2023] [Indexed: 12/08/2023] Open
Abstract
Several viruses including human herpes viruses (HHVs), human polyomavirus JCV, and human papilloma virus (HPV) have been implicated in brain cancer, albeit inconsistently. Since human leukocyte antigen (HLA) is centrally involved in the human immune response to viruses and has been implicated in brain cancer, we evaluated in silico the immunogenicity between 69 Class I HLA alleles with epitopes of proteins of 9 HHVs, JCV, and HPV with respect to a population-based HLA-brain cancer profile. We found that immunogenicity varied widely across HLA alleles with HLA-C alleles exhibiting the highest immunogenicity, and that immunogenicity scores were negatively associated with the population-based HLA-brain cancer profile, particularly for JCV, HHV6A, HHV5, HHV3, HHV8, and HHV7. Consistent with the role of HLA in foreign antigen elimination, the findings suggest that viruses with proteins of high HLA immunogenicity are eliminated more effectively and, consequently, less likely to cause brain cancer; conversely, the absence of highly immunogenic HLA may allow the viral antigens to persist, contributing to cancer.
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Affiliation(s)
- Apostolos P Georgopoulos
- The HLA Research Group, Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis VAMC, One Veterans Drive, Minneapolis, MN, 55417, USA.
- Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, USA.
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, USA.
- Department of Neurology, University of Minnesota Medical School, Minneapolis, MN, USA.
| | - Lisa M James
- The HLA Research Group, Brain Sciences Center, Department of Veterans Affairs Health Care System, Minneapolis VAMC, One Veterans Drive, Minneapolis, MN, 55417, USA
- Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, USA
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James LM, Georgopoulos AP. Positive Association Between the Immunogenetic Human Leukocyte Antigen (HLA) Profiles of Multiple Sclerosis and Brain Cancer. Neurosci Insights 2023; 18:26331055231214543. [PMID: 38046672 PMCID: PMC10693228 DOI: 10.1177/26331055231214543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 10/31/2023] [Indexed: 12/05/2023] Open
Abstract
Previous research has documented elevated risk of brain cancer in patients with multiple sclerosis (MS). Separately, human leukocyte antigen (HLA) has been implicated in protection or susceptibility for both conditions. The aim of the current study was to assess a possible role of shared immunogenetic influence on risk of MS and brain cancer. We first identified an immunogenetic profile for each condition based on the covariance between the population frequency of 127 high-resolution HLA alleles and the population prevalence of each condition in 14 Continental Western European countries and then evaluated the correspondence between MS and brain cancer immunogenetic profiles. Also, since each individual carries 12 HLA alleles (2 × 6 genes), we estimated HLA protection and susceptibility for MS and brain cancer at the individual level. We found that the immunogenetic profiles of MS and brain cancer were highly correlated overall (P < .001) and across all 6 HLA genes with the strongest association observed for DRB1, followed by DQB1 and HLA-A. These findings of immunogenetic overlap between MS and brain cancer are discussed in light of the role of HLA in the immune system response to viruses and other foreign antigens.
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Affiliation(s)
- Lisa M James
- Department of Veterans Affairs Health Care System, The HLA Research Group, Brain Sciences Center, Minneapolis, MN, USA
- Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Apostolos P Georgopoulos
- Department of Veterans Affairs Health Care System, The HLA Research Group, Brain Sciences Center, Minneapolis, MN, USA
- Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, USA
- Department of Neurology, University of Minnesota Medical School, Minneapolis, MN, USA
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3
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Pando A, Patel AM, Choudhry HS, Eloy JA, Goldstein IM, Liu JK. Palliative Care Effects on Survival in Glioblastoma: Who Receives Palliative Care? World Neurosurg 2023; 170:e847-e857. [PMID: 36481442 DOI: 10.1016/j.wneu.2022.11.143] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Accepted: 11/30/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND High-grade glioma has a poor overall survival with profoundly negative effects on the patient's quality of life and their caregivers. In this study, we investigate the factors associated with receiving palliative care in patients diagnosed with glioblastoma (GBM) and the association of receiving or not receiving palliative care with overall survival. METHODS The National Cancer Database was analyzed for patterns of care in patients ≥18 years old who were diagnosed with histologically confirmed grade IV GBM between 2004 and 2017. All statistical analyses were conducted based on univariate and multivariate regression models. RESULTS A total of 85,380 patients with the diagnosis of GBM were identified. Of the study population, 2803 patients (3.28%) received palliative therapy. On multivariate logistic regression analysis, age ≥70 years (odds ratio [OR], 1.28; 95% confidence interval [CI], 1.04-1.58; P < 0.001), Medicare (OR, 1.348; CI, 1.13-1.61; P = 0.001), tumor size ≥5 cm (OR, 1.15; CI, 1.01-1.31; P = 0.036), tumor multifocality (OR, 1.69; CI, 1.47-1.96; P < 0.001), lobe overlapping tumor (OR, 2.09; CI, 1.13-3.86; P = 0.018), Charlson-Deyo score >0, receiving treatment at a nonacademic/research program, and medium volume of cancers managed at the treatment facility (OR, 1.19; CI, 1.02-1.38; P = 0.026) were independent risk factors associated with an increased chance of receiving palliative care. In contrast, a household income of ≥$40,227 and high volume of cancer managed at the treatment facility (OR, 0.75; CI, 0.58-0.96; P = 0.02) were independent risk factors associated with decreased palliative care. Patients who received no palliative care had a 2-year overall survival longer than those who received palliative care (22% vs. 8.8%; P < 0.001). In patients receiving palliative care, those who received recommended treatment had a 2-year overall survival longer than those who declined part or whole recommended treatment (9.1% vs. 3.8%; P = 0.009). CONCLUSIONS In patients with high-grade glioma, receiving palliative care is associated with decreased survival. When receiving palliative care, recommended treatment increases the number of patients who survive more than 2 years approximately 3-fold compared with those declining part or whole treatment.
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Affiliation(s)
- Alejandro Pando
- Department of Neurological Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA.
| | - Aman M Patel
- Department of Neurological Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - Hannaan S Choudhry
- Department of Neurological Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - Jean Anderson Eloy
- Department of Otolaryngology-Head and Neck Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - Ira M Goldstein
- Department of Neurological Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - James K Liu
- Department of Neurological Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
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Marcel EI, Ramdas GV, Chaurasia B. Letter to the Editor Regarding “Awake Craniotomy with Functional Mapping for Glioma Resection in a Limited-Resource-Setting: Preliminary Experience from a Lower-Middle Income Country”. World Neurosurg 2022; 164:463-464. [DOI: 10.1016/j.wneu.2022.04.086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 04/21/2022] [Indexed: 11/28/2022]
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5
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Choi SS, Choi H, Baek IC, Park SA, Park JS, Kim TG, Jeun SS, Ahn S. HLA polymorphisms and risk of glioblastoma in Koreans. PLoS One 2021; 16:e0260618. [PMID: 34882724 PMCID: PMC8659341 DOI: 10.1371/journal.pone.0260618] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 11/13/2021] [Indexed: 11/18/2022] Open
Abstract
Purpose Immune responses for cancer cells can be altered according to genetic variation of human leukocyte antigen (HLA). Association of HLA polymorphism with risk of various cancer types is well known. However, the association between HLA and glioblastoma (GBM) remains uncertain. We sought to evaluate the association of HLA polymorphism with risk of GBM development in Koreans. Materials and methods A case-control study was performed to identify the odds ratios (OR) of HLA class I and II genes for GBM. The control group consisted of 142 healthy Korean volunteers, and the GBM group was 80 patients with newly diagnosed GBM at our institution. HLA class I (-A, -B, and–C) and class II (-DR, -DQ, and–DP) genotyping was performed by high-resolution polymerase chain reaction (PCR)-sequence-based typing (PCR-SBT) methods. Results There were significantly decreased frequencies of HLA-A*26:02 (OR 0.22 CI 0.05–0.98), HLA-C*08:01 (OR 0.29 CI 0.10–0.87), and HLA-DRB1*08:03 (OR 0.32 CI 0.11–0.98), while there was significantly increased frequency of HLA-C*04:01 (OR 2.29 CI 1.05–4.97). In analysis of haplotypes, the frequency of DRB1*14:05-DQB1*05:03 was significantly decreased (OR 0.22 CI 0.05–0.98). Conclusion This study suggests that genetic variations of HLA may affect GBM development in Koreans. Further investigations with larger sample sizes are needed to delineate any potential role of the HLA polymorphisms in the pathogenesis of GBM development.
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Affiliation(s)
- Sang-Soo Choi
- Department of Neurosurgery, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Haeyoun Choi
- Department of Microbiology, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - In-Cheol Baek
- Catholic Hematopoietic Stem Cell Bank, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Soon A. Park
- Department of Biomedicine and Health Sciences, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Jae-Sung Park
- Department of Neurosurgery, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Tai-Gyu Kim
- Department of Microbiology, College of Medicine, The Catholic University of Korea, Seoul, South Korea
- Department of Biomedicine and Health Sciences, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Sin-Soo Jeun
- Department of Neurosurgery, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Stephen Ahn
- Department of Neurosurgery, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
- * E-mail:
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Abstract
PURPOSE OF REVIEW Brain and other central nervous system (CNS) tumors, while rare, cause significant morbidity and mortality across all ages. This article summarizes the current state of the knowledge on the epidemiology of brain and other CNS tumors. RECENT FINDINGS For childhood and adolescent brain and other CNS tumors, high birth weight, non-chromosomal structural birth defects and higher socioeconomic position were shown to be risk factors. For adults, increased leukocyte telomere length, proportion of European ancestry, higher socioeconomic position, and HLA haplotypes increase risk of malignant brain tumors, while immune factors decrease risk. Although no risk factor accounting for a large proportion of brain and other CNS tumors has been discovered, the use of high throughput "omics" approaches and improved detection/measurement of environmental exposures will help us refine our current understanding of these factors and discover novel risk factors for this disease.
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Affiliation(s)
- Quinn T Ostrom
- Department of Neurosurgery, Duke University School of Medicine, Durham, NC, USA
| | - Stephen S Francis
- Department of Neurological Surgery, Division of Neuro and Molecular Epidemiology, University of California, San Francisco, CA, USA
| | - Jill S Barnholtz-Sloan
- Trans-Divisional Research Program, Division of Cancer Epidemiology and Genetics, and Center for Biomedical Informatics and Information Technology, National Cancer Institute, Bethesda, MD, USA.
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Accomando WP, Rao AR, Hogan DJ, Newman AM, Nakao A, Alizadeh AA, Diehn M, Diago OR, Gammon D, Haghighi A, Gruber HE, Jolly DJ, Ostertag D. Molecular and Immunologic Signatures are Related to Clinical Benefit from Treatment with Vocimagene Amiretrorepvec (Toca 511) and 5-Fluorocytosine (Toca FC) in Patients with Glioma. Clin Cancer Res 2020; 26:6176-6186. [PMID: 32816892 DOI: 10.1158/1078-0432.ccr-20-0536] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 04/30/2020] [Accepted: 08/13/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE High-grade gliomas (HGGs) are central nervous system tumors with poor prognoses and limited treatment options. Vocimagene amiretrorepvec (Toca 511) is a retroviral replicating vector encoding cytosine deaminase, which converts extended release 5-fluorocytosine (Toca FC) into the anticancer agent, 5-fluorouracil. According to preclinical studies, this therapy kills cancer cells and immunosuppressive myeloid cells in the tumor microenvironment, leading to T-cell-mediated antitumor immune activity. Therefore, we sought to elucidate this immune-related mechanism of action in humans, and to investigate potential molecular and immunologic indicators of clinical benefit from therapy. PATIENTS AND METHODS In a phase I clinical trial (NCT01470794), patients with recurrent HGG treated with Toca 511 and Toca FC showed improved survival relative to historical controls, and some had durable complete responses to therapy. As a part of this trial, we performed whole-exome DNA sequencing, RNA-sequencing, and multiplex digital ELISA measurements on tumor and blood samples. RESULTS Genetic analyses suggest mutations, copy-number variations, and neoantigens are linked to survival. Quantities of tumor immune infiltrates estimated by transcript abundance may potentially predict clinical outcomes. Peak values of cytokines in peripheral blood samples collected during and after therapy could indicate response. CONCLUSIONS These results support an immune-related mechanism of action for Toca 511 and Toca FC, and suggest that molecular and immunologic signatures are related to clinical benefit from treatment.
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Affiliation(s)
| | | | | | - Aaron M Newman
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California.,Department of Biomedical Data Science, Stanford University, Stanford, California
| | - Aki Nakao
- CiberMed Inc., Palo Alto, California
| | - Ash A Alizadeh
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California.,Stanford Cancer Institute, Stanford University, Stanford, California.,Division of Oncology, Department of Medicine, Stanford University, Stanford, California.,Division of Hematology, Department of Medicine, Stanford University, Stanford, California
| | - Maximilian Diehn
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California.,Stanford Cancer Institute, Stanford University, Stanford, California.,Department of Radiation Oncology, Stanford University, Stanford, California
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Amiri A, Rasras S, Saki N, Marandi H, Sadegh Pezeshki S. Meningioma and expression of human leukocyte antigen-B5, 7, 8, 27, and 51: Is there any relevance? CLINICAL CANCER INVESTIGATION JOURNAL 2020. [DOI: 10.4103/ccij.ccij_44_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Gittleman H, Ostrom QT, Stetson LC, Waite K, Hodges TR, Wright CH, Wright J, Rubin JB, Berens ME, Lathia J, Connor JR, Kruchko C, Sloan AE, Barnholtz-Sloan JS. Sex is an important prognostic factor for glioblastoma but not for nonglioblastoma. Neurooncol Pract 2019; 6:451-462. [PMID: 31832215 PMCID: PMC6899055 DOI: 10.1093/nop/npz019] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Glioblastoma (GBM) is the most common and most malignant glioma. Nonglioblastoma (non-GBM) gliomas (WHO Grades II and III) are invasive and also often fatal. The goal of this study is to determine whether sex differences exist in glioma survival. METHODS Data were obtained from the National Cancer Database (NCDB) for years 2010 to 2014. GBM (WHO Grade IV; N = 2073) and non-GBM (WHO Grades II and III; N = 2963) were defined using the histology grouping of the Central Brain Tumor Registry of the United States. Non-GBM was divided into oligodendrogliomas/mixed gliomas and astrocytomas. Sex differences in survival were analyzed using Kaplan-Meier and multivariable Cox proportional hazards models adjusted for known prognostic variables. RESULTS There was a female survival advantage in patients with GBM both in the unadjusted (P = .048) and adjusted (P = .003) models. Unadjusted, median survival was 20.1 months (95% CI: 18.7-21.3 months) for women and 17.8 months (95% CI: 16.9-18.7 months) for men. Adjusted, median survival was 20.4 months (95% CI: 18.9-21.6 months) for women and 17.5 months (95% CI: 16.7-18.3 months) for men. When stratifying by age group (18-55 vs 56+ years at diagnosis), this female survival advantage appeared only in the older group, adjusting for covariates (P = .017). Women (44.1%) had a higher proportion of methylated MGMT (O6-methylguanine-DNA methyltransferase) than men (38.4%). No sex differences were found for non-GBM. CONCLUSIONS Using the NCDB data, there was a statistically significant female survival advantage in GBM, but not in non-GBM.
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Affiliation(s)
- Haley Gittleman
- Central Brain Tumor Registry of the United States, Hinsdale, IL
- Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH
- Department of Population Health and Quantitative Sciences, Case Western Reserve University School of Medicine, Cleveland, OH
| | - Quinn T Ostrom
- Central Brain Tumor Registry of the United States, Hinsdale, IL
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX
| | - L C Stetson
- Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH
| | - Kristin Waite
- Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH
- Department of Population Health and Quantitative Sciences, Case Western Reserve University School of Medicine, Cleveland, OH
| | - Tiffany R Hodges
- Department of Neurological Surgery, University Hospitals of Cleveland and Case Western University School of Medicine, OH
- Seidman Cancer Center, University Hospitals of Cleveland, OH
| | - Christina H Wright
- Department of Neurological Surgery, University Hospitals of Cleveland and Case Western University School of Medicine, OH
| | - James Wright
- Department of Neurological Surgery, University Hospitals of Cleveland and Case Western University School of Medicine, OH
| | | | | | - Justin Lathia
- Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH
- Cleveland Clinic, Lerner Research Institute, OH
| | - James R Connor
- Department of Neurosurgery, Penn State Cancer Institute, Penn State, State College
| | - Carol Kruchko
- Central Brain Tumor Registry of the United States, Hinsdale, IL
| | - Andrew E Sloan
- Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH
- Department of Neurological Surgery, University Hospitals of Cleveland and Case Western University School of Medicine, OH
- Seidman Cancer Center, University Hospitals of Cleveland, OH
| | - Jill S Barnholtz-Sloan
- Central Brain Tumor Registry of the United States, Hinsdale, IL
- Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH
- Department of Population Health and Quantitative Sciences, Case Western Reserve University School of Medicine, Cleveland, OH
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Nasal Drug Delivery of Anticancer Drugs for the Treatment of Glioblastoma: Preclinical and Clinical Trials. Molecules 2019; 24:molecules24234312. [PMID: 31779126 PMCID: PMC6930669 DOI: 10.3390/molecules24234312] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 11/22/2019] [Accepted: 11/24/2019] [Indexed: 12/18/2022] Open
Abstract
Glioblastoma (GBM) is the most lethal form of brain tumor, being characterized by the rapid growth and invasion of the surrounding tissue. The current standard treatment for glioblastoma is surgery, followed by radiotherapy and concurrent chemotherapy, typically with temozolomide. Although extensive research has been carried out over the past years to develop a more effective therapeutic strategy for the treatment of GBM, efforts have not provided major improvements in terms of the overall survival of patients. Consequently, new therapeutic approaches are urgently needed. Overcoming the blood–brain barrier (BBB) is a major challenge in the development of therapies for central nervous system (CNS) disorders. In this context, the intranasal route of drug administration has been proposed as a non-invasive alternative route for directly targeting the CNS. This route of drug administration bypasses the BBB and reduces the systemic side effects. Recently, several formulations have been developed for further enhancing nose-to-brain transport, mainly with the use of nano-sized and nanostructured drug delivery systems. The focus of this review is to provide an overview of the strategies that have been developed for delivering anticancer compounds for the treatment of GBM while using nasal administration. In particular, the specific properties of nanomedicines proposed for nose-to-brain delivery will be critically evaluated. The preclinical and clinical data considered supporting the idea that nasal delivery of anticancer drugs may represent a breakthrough advancement in the fight against GBM.
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Gittleman H, Cioffi G, Chunduru P, Molinaro AM, Berger MS, Sloan AE, Barnholtz-Sloan JS. An independently validated nomogram for isocitrate dehydrogenase-wild-type glioblastoma patient survival. Neurooncol Adv 2019; 1:vdz007. [PMID: 31608326 PMCID: PMC6777501 DOI: 10.1093/noajnl/vdz007] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Background In 2016, the World Health Organization reclassified the definition of glioblastoma (GBM), dividing these tumors into isocitrate dehydrogenase (IDH)-wild-type and IDH-mutant GBM, where the vast majority of GBMs are IDH-wild-type. Nomograms are useful tools for individualized estimation of survival. This study aimed to develop and independently validate a nomogram for IDH-wild-type patients with newly diagnosed GBM. Methods Data were obtained from newly diagnosed GBM patients from the Ohio Brain Tumor Study (OBTS) and the University of California San Francisco (UCSF) for diagnosis years 2007-2017 with the following variables: age at diagnosis, sex, extent of resection, concurrent radiation/temozolomide (TMZ) status, Karnofsky Performance Status (KPS), O6-methylguanine-DNA methyltransferase (MGMT) methylation status, and IDH mutation status. Survival was assessed using Cox proportional hazards regression, random survival forests, and recursive partitioning analysis, with adjustment for known prognostic factors. The models were developed using the OBTS data and independently validated using the UCSF data. Models were internally validated using 10-fold cross-validation and externally validated by plotting calibration curves. Results A final nomogram was validated for IDH-wild-type newly diagnosed GBM. Factors that increased the probability of survival included younger age at diagnosis, female sex, having gross total resection, having concurrent radiation/TMZ, having a high KPS, and having MGMT methylation. Conclusions A nomogram that calculates individualized survival probabilities for IDH-wild-type patients with newly diagnosed GBM could be useful to physicians for counseling patients regarding treatment decisions and optimizing therapeutic approaches. Free software for implementing this nomogram is provided: https://gcioffi.shinyapps.io/Nomogram_For_IDH_Wildtype_GBM_H_Gittleman/.
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Affiliation(s)
- Haley Gittleman
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, Ohio.,Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Gino Cioffi
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Pranathi Chunduru
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California
| | - Annette M Molinaro
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California
| | - Mitchel S Berger
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California
| | - Andrew E Sloan
- Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, Ohio.,Department of Neurological Surgery, University Hospitals of Cleveland and Case Western University School of Medicine, Cleveland, Ohio.,Seidman Cancer Center, University Hospitals of Cleveland, Cleveland, Ohio
| | - Jill S Barnholtz-Sloan
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, Ohio.,Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, Ohio
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Lynes J, Sanchez V, Dominah G, Nwankwo A, Nduom E. Current Options and Future Directions in Immune Therapy for Glioblastoma. Front Oncol 2018; 8:578. [PMID: 30568917 PMCID: PMC6290347 DOI: 10.3389/fonc.2018.00578] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 11/19/2018] [Indexed: 12/12/2022] Open
Abstract
Glioblastoma is in need of innovative treatment approaches. Immune therapy for cancer refers to the use of the body's immune system to target malignant cells in the body. Such immune therapeutics have recently been very successful in treating a diverse group of cancerous lesions. As a result, many new immune therapies have gained Food and Drug Administration approval for the treatment of cancer, and there has been an explosion in the study of immune therapeutics for cancer treatment over the past few years. However, the immune suppression of glioblastoma and the unique immune microenvironment of the brain make immune therapeutics more challenging to apply to the brain than to other systemic cancers. Here, we discuss the existing barriers to successful immune therapy for glioblastoma and the ongoing development of immune therapeutics. We will discuss the discovery and classification of immune suppressive factors in the glioblastoma microenvironment; the development of vaccine-based therapies; the use of convection-enhanced delivery to introduce tumoricidal viruses into the tumor microenvironment, leading to secondary immune responses; the emerging use of adoptive cell therapy in the treatment of glioblastoma; and future frontiers, such as the use of cerebral microdialysis for immune monitoring and the use of sequencing to develop patient-specific therapeutics. Armed with a better understanding of the challenges inherent in immune therapy for glioblastoma, we may soon see more successes in immune-based clinical trials for this deadly disease.
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Affiliation(s)
- John Lynes
- National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States.,MedStar Georgetown University Hospital, Washington, DC, United States
| | - Victoria Sanchez
- National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States
| | - Gifty Dominah
- National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States
| | - Anthony Nwankwo
- National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States
| | - Edjah Nduom
- National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States
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Han S, Deng J, Wang Z, Liu H, Cheng W, Wu A. Decreased human leukocyte antigen A*02:01 frequency is associated with risk of glioma and existence of human cytomegalovirus: a case-control study in Northern China. Cancer Immunol Immunother 2017; 66:1265-1273. [PMID: 28523518 PMCID: PMC11028914 DOI: 10.1007/s00262-017-2018-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2016] [Accepted: 05/14/2017] [Indexed: 12/16/2022]
Abstract
BACKGROUND Human leukocyte antigens (HLAs) play an important role in host defense against viral infection and tumorigenesis. Human cytomegalovirus (HCMV) has been linked to glioma development. This study investigated the relationship between HLA distribution, presence of HCMV, and glioma development in a Han Chinese population. METHODS The study population included 150 glioma patients and 150 tumor-free brain injury control subjects (control-A) matched according to geography, ethnicity, age, and gender. HLA allele frequency was compared between the two groups using peripheral blood samples by PCR sequence-based typing. These data were also compared with HLA frequencies obtained from a Northern Chinese Han population database (control-B). HCMV DNA was detected in the peripheral blood of glioma patients and control group-A by nested PCR. The expression of HCMV proteins IE1-72 and pp65 in tumor tissues was evaluated by immunohistochemistry. RESULTS The frequency of HLA-A*02:01 was decreased in glioma patients as compared to control group-A and -B (P < 0.001 and P = 0.001, respectively). The age/sex-adjusted odds ratio for HLA-A*02:01 positivity vs. negativity was 0.392 (95% confidence interval 0.225-0.683). HCMV was more frequently detected in the peripheral blood and tumor tissue of HLA-A*02:01-negative glioma patients. HLA-A*02:01 and HCMV were not associated with overall survival. CONCLUSION There is a correlation between decreased HLA-A*0201 allele frequency and glioma susceptibility.
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Affiliation(s)
- Sheng Han
- Department of Neurosurgery, The First Hospital of China Medical University, Nanjing Street 155, Heping District, Shenyang, 110001, China
| | - Jian Deng
- Department of Neurosurgery, The First Hospital of China Medical University, Nanjing Street 155, Heping District, Shenyang, 110001, China
| | - Zixun Wang
- Department of Neurosurgery, The First Hospital of China Medical University, Nanjing Street 155, Heping District, Shenyang, 110001, China
| | - Huan Liu
- Department of Neurosurgery, The First Hospital of China Medical University, Nanjing Street 155, Heping District, Shenyang, 110001, China
| | - Wen Cheng
- Department of Neurosurgery, The First Hospital of China Medical University, Nanjing Street 155, Heping District, Shenyang, 110001, China
| | - Anhua Wu
- Department of Neurosurgery, The First Hospital of China Medical University, Nanjing Street 155, Heping District, Shenyang, 110001, China.
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Zhang C, de Smith AJ, Smirnov IV, Wiencke JK, Wiemels JL, Witte JS, Walsh KM. Non-additive and epistatic effects of HLA polymorphisms contributing to risk of adult glioma. J Neurooncol 2017; 135:237-244. [PMID: 28721485 DOI: 10.1007/s11060-017-2569-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2017] [Accepted: 07/13/2017] [Indexed: 01/15/2023]
Abstract
Although genome-wide association studies have identified several susceptibility loci for adult glioma, little is known regarding the potential contribution of genetic variation in the human leukocyte antigen (HLA) region to glioma risk. HLA associations have been reported for various malignancies, with many studies investigating selected candidate HLA polymorphisms. However, no systematic analysis has been conducted in glioma patients, and no investigation into potential non-additive effects has been described. We conducted comprehensive genetic analyses of HLA variants among 1746 adult glioma patients and 2312 controls of European-ancestry from the GliomaScan Consortium. Genotype data were generated with the Illumina 660-Quad array, and we imputed HLA alleles using a reference panel of 5225 individuals in the Type 1 Diabetes Genetics Consortium who underwent high-resolution HLA typing via next-generation sequencing. Case-control comparisons were adjusted for population stratification using ancestry-informative principal components. Because alleles in different loci across the HLA region are linked, we created multigene haplotypes consisting of the genes DRB1, DQA1, and DQB1. Although none of the haplotypes were associated with glioma in additive models, inclusion of a dominance term significantly improved the model for multigene haplotype HLA-DRB1*1501-DQA1*0102-DQB1*0602 (P = 0.002). Heterozygous carriers of the haplotype had an increased risk of glioma [odds ratio (OR) 1.23; 95% confidence interval (CI) 1.01-1.49], while homozygous carriers were at decreased risk compared with non-carriers (OR 0.64; 95% CI 0.40-1.01). Our results suggest that the DRB1*1501-DQA1*0102-DQB1*0602 haplotype may contribute to the risk of glioma in a non-additive manner, with the positive dominance effect partly explained by an epistatic interaction with HLA-DRB1*0401-DQA1*0301-DQB1*0301.
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Affiliation(s)
- Chenan Zhang
- Division of Neuroepidemiology, Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, 94158, USA. .,Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, 94158, USA.
| | - Adam J de Smith
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, 94158, USA
| | - Ivan V Smirnov
- Division of Neuroepidemiology, Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, 94158, USA
| | - John K Wiencke
- Division of Neuroepidemiology, Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, 94158, USA
| | - Joseph L Wiemels
- Division of Neuroepidemiology, Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, 94158, USA.,Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, 94158, USA
| | - John S Witte
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, 94158, USA
| | - Kyle M Walsh
- Division of Neuroepidemiology, Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, 94158, USA.,Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, 94158, USA.,Division of Neuro-epidemiology, Department of Neurosurgery, Duke University, Durham, NC, 27710, USA
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15
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Liu L, Xia H, Luan X, Dun Z, Zhu Z, Dushan B, Li W. Gene expression profiling by mRNA array reveals different pattern in Chinese glioblastoma patients between Uygur and Han populations. Int J Clin Exp Med 2015; 8:9022-9029. [PMID: 26309555 PMCID: PMC4538169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Accepted: 06/10/2015] [Indexed: 06/04/2023]
Abstract
OBJECTIVE To identify differentially expressed genes in Chinese glioblastoma patients of Uygur and Han populations, and investigate their potential clinical value for pathogenesis determination and progress prediction. METHODS Gene expression profiling was obtained from three patients of each Uygur and Han nationalities, respectively, by mRNA expression array. Data were processed by the GenomeStudio software and language R of the Lumi package, followed by GO (Gene Ontology) term and KEGG pathway annotation analysis by the Web Gestalt software. RESULTS The comparative analysis of genome-scale gene expression in glioblastomas revealed 1,475 differentially expressed genes, with 669 and 807 genes up-regulated and down-regulated, respectively. These included the STRC gene, which has two transcripts, one up-regulated and one down-regulated. GO term analysis suggested that 1,175 out of 1,475 key genes were involved in small GTPase mediated signal transduction, Ras protein signal transduction, bioprocess of neuronal response regulation, and central nervous system myelination. The KEGG pathway enrichment analysis showed that the differentially expressed genes were covered by 28 signaling pathways associated with tumorigenesis, including metabolic pathways, tumor suppressor pathways, MAP kinase signaling pathways, TGF-β signaling pathway, neurotrophin signaling pathways, and mTOR signaling pathway. CONCLUSION The comparative study of gene expression profiling in glioblastomas between Uygur and Han nationalities revealed differentially expressed genes, whose functions and expression localization were analyzed by GO term analysis and KEGG pathway enrichment analysis. Different pathogenesis mechanisms were proposed for glioblastomas in Chinese patients of Uygur and Han nationalities from a molecular biology perspective.
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Affiliation(s)
- Liang Liu
- Department of Neurosurgery, Affiliated Tumor Hospital, Xinjiang Medical UniversityUrumqi 830011, China
| | - Haichen Xia
- Department of Neurosurgery, Affiliated Tumor Hospital, Xinjiang Medical UniversityUrumqi 830011, China
| | - Xinping Luan
- Department of Neurosurgery, The Second Affiliated Hospital of Xinjiang Medical UniversityUrumqi 830000, China
| | - Zhiping Dun
- Department of Neurosurgery, The Second Hospital of Shandong UniversityJinan 250033, China
| | - Zhengquan Zhu
- Department of Neurosurgery, Affiliated Tumor Hospital, Xinjiang Medical UniversityUrumqi 830011, China
| | - Bieke Dushan
- Department of Neurosurgery, Affiliated Tumor Hospital, Xinjiang Medical UniversityUrumqi 830011, China
| | - Wenting Li
- Department of Pathology, Affiliated Tumor Hospital, Xinjiang Medical UniversityUrumqi 830011, China
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16
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Liu L, Li W, Xia H, Zhu Z, Luan X. Differential expression and clinical significance of glioblastoma mRNA expression profiles in Uyghur and Han patients in Xinjiang province. Med Sci Monit 2014; 20:2404-13. [PMID: 25418065 PMCID: PMC4247232 DOI: 10.12659/msm.892519] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Background The aim of this study was to investigate differences in glioblastoma RNA gene expression profiles between Uyghur and Han patients in Xinjiang province and to screen and compare differentially expressed genes with respect to their clinical significance in the pathogenesis of high-grade glioma and their relationship to disease prognosis. Material/Methods Illumina HT-12mRNA expression profiles microarray was employed to measure the gene expression profiles of 6 patients with advanced glioma and to screen for differentially expressed genes. Results GO and KEGG analyses were performed on the differentially expressed genes using Web Gestalt software (P<0.05). Comparison of glioblastoma RNA expression profiles in the Uyghur and Han patients indicated that 1475 genes were significantly differentially expressed, of which 669 showed increased expression, while 807 showed decreased expression. One gene (STRC) corresponded to 2 transcripts, 1 of which showed increased expression and the other showed decreased expression. The differentially expressed genes participate in metabolic processes, biological regulation, stress response, and multi-cellular organic processes, including small GTPase regulatory signaling pathways, Ras signaling pathway, neuronal reactive protein regulation, and myelination of the central nervous system. The genes are also involved in tumor-related signaling pathways, including metabolic pathways, cancer pathways, MAPK signaling pathway, TGF-β signaling pathway, neurotrophic factor signal transduction pathway, and mTOR signaling pathway. Conclusions Differentially expressed genes were screened by studying the gene expression profiles in glioblastoma from Uyghur and Han patients. The cellular function and location of these genes were further investigated. Based on related molecular markers of glioblastoma, the differences in the mechanism of initiation and development of glioblastoma between Uyghur and Han patients were investigated for polygenic interactions.
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Affiliation(s)
- Liang Liu
- Department of Neurosurgery, Affiliated Tumor Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China (mainland)
| | - Wenting Li
- Department of Pathology, Affiliated Tumor Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China (mainland)
| | - Haicheng Xia
- Department of Neurosurgery, Affiliated Tumor Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China (mainland)
| | - Zhengquan Zhu
- Department of Neurosurgery, Affiliated Tumor Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China (mainland)
| | - Xinping Luan
- Department of Neurosurgery, Second Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China (mainland)
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Wu J, Chen GB, Zhi D, Liu N, Zhang K. A hidden Markov model for haplotype inference for present-absent data of clustered genes using identified haplotypes and haplotype patterns. Front Genet 2014; 5:267. [PMID: 25161663 PMCID: PMC4129397 DOI: 10.3389/fgene.2014.00267] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2014] [Accepted: 07/21/2014] [Indexed: 11/21/2022] Open
Abstract
The majority of killer cell immunoglobin-like receptor (KIR) genes are detected as either present or absent using locus-specific genotyping technology. Ambiguity arises from the presence of a specific KIR gene since the exact copy number (one or two) of that gene is unknown. Therefore, haplotype inference for these genes is becoming more challenging due to such large portion of missing information. Meantime, many haplotypes and partial haplotype patterns have been previously identified due to tight linkage disequilibrium (LD) among these clustered genes thus can be incorporated to facilitate haplotype inference. In this paper, we developed a hidden Markov model (HMM) based method that can incorporate identified haplotypes or partial haplotype patterns for haplotype inference from present-absent data of clustered genes (e.g., KIR genes). We compared its performance with an expectation maximization (EM) based method previously developed in terms of haplotype assignments and haplotype frequency estimation through extensive simulations for KIR genes. The simulation results showed that the new HMM based method outperformed the previous method when some incorrect haplotypes were included as identified haplotypes and/or the standard deviation of haplotype frequencies were small. We also compared the performance of our method with two methods that do not use previously identified haplotypes and haplotype patterns, including an EM based method, HPALORE, and a HMM based method, MaCH. Our simulation results showed that the incorporation of identified haplotypes and partial haplotype patterns can improve accuracy for haplotype inference. The new software package HaploHMM is available and can be downloaded at http://www.soph.uab.edu/ssg/files/People/KZhang/HaploHMM/haplohmm-index.html.
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Affiliation(s)
- Jihua Wu
- Section on Statistical Genetics, Department of Biostatistics, University of Alabama at Birmingham Birmingham, AL, USA
| | - Guo-Bo Chen
- Section on Statistical Genetics, Department of Biostatistics, University of Alabama at Birmingham Birmingham, AL, USA ; Queensland Brain Institute, The University of Queensland St. Lucia, QLD, Australia
| | - Degui Zhi
- Section on Statistical Genetics, Department of Biostatistics, University of Alabama at Birmingham Birmingham, AL, USA
| | - Nianjun Liu
- Section on Statistical Genetics, Department of Biostatistics, University of Alabama at Birmingham Birmingham, AL, USA
| | - Kui Zhang
- Section on Statistical Genetics, Department of Biostatistics, University of Alabama at Birmingham Birmingham, AL, USA
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Li X, Price MA, He D, Kamali A, Karita E, Lakhi S, Sanders EJ, Anzala O, Amornkul PN, Allen S, Hunter E, Kaslow RA, Gilmour J, Tang J. Host genetics and viral load in primary HIV-1 infection: clear evidence for gene by sex interactions. Hum Genet 2014; 133:1187-97. [PMID: 24969460 PMCID: PMC4127002 DOI: 10.1007/s00439-014-1465-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2014] [Accepted: 06/16/2014] [Indexed: 01/09/2023]
Abstract
Research in the past two decades has generated unequivocal evidence that host genetic variations substantially account for the heterogeneous outcomes following human immunodeficiency virus type 1 (HIV-1) infection. In particular, genes encoding human leukocyte antigens (HLA) have various alleles, haplotypes, or specific motifs that can dictate the set-point (a relatively steady state) of plasma viral load (VL), although rapid viral evolution driven by innate and acquired immune responses can obscure the long-term relationships between HLA genotypes and HIV-1-related outcomes. In our analyses of VL data from 521 recent HIV-1 seroconverters enrolled from eastern and southern Africa, HLA-A*03:01 was strongly and persistently associated with low VL in women (frequency = 11.3 %, P < 0.0001) but not in men (frequency = 7.7 %, P = 0.66). This novel sex by HLA interaction (P = 0.003, q = 0.090) did not extend to other frequent HLA class I alleles (n = 34), although HLA-C*18:01 also showed a weak association with low VL in women only (frequency = 9.3 %, P = 0.042, q > 0.50). In a reduced multivariable model, age, sex, geography (clinical sites), previously identified HLA factors (HLA-B*18, B*45, B*53, and B*57), and the interaction term for female sex and HLA-A*03:01 collectively explained 17.0 % of the overall variance in geometric mean VL over a 3-year follow-up period (P < 0.0001). Multiple sensitivity analyses of longitudinal and cross-sectional VL data yielded consistent results. These findings can serve as a proof of principle that the gap of "missing heritability" in quantitative genetics can be partially bridged by a systematic evaluation of sex-specific associations.
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Affiliation(s)
- Xuelin Li
- Department of Medicine, University of Alabama at Birmingham, 1665 University Boulevard, Birmingham, AL 35294 USA
| | - Matthew A. Price
- International AIDS Vaccine Initiative, New York City, NY USA
- Department of Epidemiology and Biostatistics, UCSF, San Francisco, CA USA
| | - Dongning He
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL USA
| | - Anatoli Kamali
- MRC/UVRI Uganda Virus Research Unit on AIDS, Masaka Site, Masaka, Uganda
| | | | - Shabir Lakhi
- Zambia-Emory HIV-1 Research Project, Lusaka, Zambia
| | - Eduard J. Sanders
- Centre for Geographic Medicine Research, Kenya Medical Research Institute (KEMRI), Kilifi, Kenya
- Centre for Clinical Vaccinology and Tropical Medicine, University of Oxford, Headington, UK
| | - Omu Anzala
- Kenya AIDS Vaccine Initiative (KAVI), Nairobi, Kenya
| | - Pauli N. Amornkul
- International AIDS Vaccine Initiative, New York City, NY USA
- Department of Epidemiology and Biostatistics, UCSF, San Francisco, CA USA
| | - Susan Allen
- Projet San Francisco, Kigali, Rwanda
- Zambia-Emory HIV-1 Research Project, Lusaka, Zambia
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA USA
| | - Eric Hunter
- Vaccine Research Center, Emory University, Atlanta, GA USA
| | - Richard A. Kaslow
- International AIDS Vaccine Initiative, New York City, NY USA
- Present Address: Department of Veterans Affairs, Washington, DC, 20420 USA
| | - Jill Gilmour
- International AIDS Vaccine Initiative, Human Immunology Laboratory, Chelsea and Westminster Hospital, London, UK
| | - Jianming Tang
- Department of Medicine, University of Alabama at Birmingham, 1665 University Boulevard, Birmingham, AL 35294 USA
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL USA
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Pandey JP, Kaur N, Costa S, Amorim J, Nabico R, Linhares P, Vaz R, Viana-Pereira M, Reis RM. Immunoglobulin genes implicated in glioma risk. Oncoimmunology 2014; 3:e28609. [PMID: 25097800 PMCID: PMC4091592 DOI: 10.4161/onci.28609] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2013] [Revised: 03/11/2014] [Accepted: 03/20/2014] [Indexed: 12/26/2022] Open
Abstract
Both genetic and environmental factors are thought to be causal in gliomagenesis. Several genes have been implicated in glioma development, but the putative role of a major immunity-related gene complex member, immunoglobulin heavy chain γ (IGHG) has not been evaluated. Prior observations that IGHG-encoded γ marker (GM) allotypes exhibit differential sensitivity to an immunoevasion strategy of cytomegalovirus, a pathogen implicated as a promoter of gliomagenesis, has lead us to hypothesize that these determinants are risk factors for glioma. To test this hypothesis, we genotyped the IGHG locus comprising the GM alleles, specifically GM alleles 3 and 17, of 120 glioma patients and 133 controls via TaqMan® genotyping assay. To assess the associations between GM genotypes and the risk of glioma, we applied an unconditional multivariate logistic regression analysis adjusted for potential confounding variables. In comparison to subjects who were homozygous for the GM 17 allele, the GM 3 homozygotes were over twice as likely, and the GM 3/17 heterozygotes were over three times as likely, to develop glioma. Similar results were achieved when analyzed by combining the data corresponding to alleles GM 3 and GM 3/17 in a dominant model. The GM 3/17 genotype and the combination of GM 3 and GM 3/17 were found to be further associated with over 3 times increased risk for high-grade astrocytoma (grades III-IV). Allele frequency analyses also showed an increased risk for gliomas and high-grade astrocytoma in association with GM 3. Our findings support the premise that the GM 3 allele may present risk for the development of glioma, possibly by modulating immunity to cytomegalovirus.
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Affiliation(s)
- Janardan P Pandey
- Department of Microbiology and Immunology; Medical University of South Carolina; Charleston, SC USA
| | - Navtej Kaur
- Department of Microbiology and Immunology; Medical University of South Carolina; Charleston, SC USA
| | - Sandra Costa
- Life and Health Sciences Research Institute; University of Minho; Campus de Gualtar; Braga, Portugal ; ICVS/3B's-PT Government Associate Laboratory; Campus de Gualtar, Braga, Portugal
| | - Julia Amorim
- Department of Oncology; Hospital de Braga; Sete Fontes-São Victor; Braga, Portugal
| | - Rui Nabico
- Department of Oncology; Hospital de Braga; Sete Fontes-São Victor; Braga, Portugal
| | - Paulo Linhares
- Department of Neurosurgery; Hospital S. João; Porto, Portugal ; Faculty of Medicine; Oporto University; Porto, Portugal
| | - Rui Vaz
- Department of Neurosurgery; Hospital S. João; Porto, Portugal ; Faculty of Medicine; Oporto University; Porto, Portugal
| | - Marta Viana-Pereira
- Life and Health Sciences Research Institute; University of Minho; Campus de Gualtar; Braga, Portugal ; ICVS/3B's-PT Government Associate Laboratory; Campus de Gualtar, Braga, Portugal
| | - Rui M Reis
- Life and Health Sciences Research Institute; University of Minho; Campus de Gualtar; Braga, Portugal ; ICVS/3B's-PT Government Associate Laboratory; Campus de Gualtar, Braga, Portugal ; Molecular Oncology Research Center; Barretos Cancer Hospital; Barretos, SP Brazil
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TERT-CLPTM1L polymorphism rs401681 contributes to cancers risk: evidence from a meta-analysis based on 29 publications. PLoS One 2012; 7:e50650. [PMID: 23226346 PMCID: PMC3511286 DOI: 10.1371/journal.pone.0050650] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2012] [Accepted: 10/24/2012] [Indexed: 12/20/2022] Open
Abstract
Background Some common genetic variants of TERT-CLPTM1L gene, which encode key protein subunits of telomerase, have been suggested to play a crucial role in tumorigenesis. The TERT-CLPTM1L polymorphism rs401681 was of special interest for cancers risk but with inconclusive results. Methodology/Principal Findings We performed a comprehensive meta-analysis of 29 publications with a total of 91263 cases and 735952 controls. We assessed the strength of the association between rs401681 and overall cancers risk and performed subgroup analyses by cancer type, ethnicity, source of control, sample size and expected power. Rs401681 C allele was found to be associated with marginally increased cancers risk, with per allele OR of 1.04 (95%CI = 1.00–1.08, Pheterogeneity<0.001) and an expected power of 1.000. Following further stratified analyses, the increased cancers risk were discovered in subgroups of lung, bladder, prostate, basal cell carcinomas and Asians, while a declined risk of pancreatic cancer and melanoma were detected. Conclusions/Significance These findings suggested that rs401681 C allele was a low-penetrance risk allele for the development of cancers of lung, bladder, prostate and basal cell carcinoma, but a potential protective allele for melanoma and pancreatic cancer.
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Mocellin S, Verdi D, Pooley KA, Landi MT, Egan KM, Baird DM, Prescott J, De Vivo I, Nitti D. Telomerase reverse transcriptase locus polymorphisms and cancer risk: a field synopsis and meta-analysis. J Natl Cancer Inst 2012; 104:840-54. [PMID: 22523397 DOI: 10.1093/jnci/djs222] [Citation(s) in RCA: 104] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Several recent studies have provided evidence that polymorphisms in the telomerase reverse transcriptase (TERT) gene sequence are associated with cancer development, but a comprehensive synopsis is not available. We conducted a systematic review and meta-analysis of the available molecular epidemiology data regarding the association between TERT locus polymorphisms and predisposition to cancer. METHODS A systematic review of the English literature was conducted by searching PubMed, Embase, Cancerlit, Google Scholar, and ISI Web of Knowledge databases for studies on associations between TERT locus polymorphisms and cancer risk. Random-effects meta-analysis was performed to pool per-allele odds ratios for TERT locus polymorphisms and risk of cancer, and between-study heterogeneity and potential bias sources (eg, publication and chasing bias) were assessed. Because the TERT locus includes the cleft lip and palate transmembrane 1-like (CLPTM1L) gene, which is in linkage disequilibrium with TERT, CLPTM1L polymorphisms were also analyzed. Cumulative evidence for polymorphisms with statistically significant associations was graded as "strong," "moderate," and "weak" according to the Venice criteria. The joint population attributable risk was calculated for polymorphisms with strong evidence of association. RESULTS Eighty-five studies enrolling 490 901 subjects and reporting on 494 allelic contrasts were retrieved. Data were available on 67 TERT locus polymorphisms and 24 tumor types, for a total of 221 unique combinations of polymorphisms and cancer types. Upon meta-analysis, a statistically significant association with the risk of any cancer type was found for 22 polymorphisms. Strong, moderate, and weak cumulative evidence for association with at least one tumor type was demonstrated for 11, 9, and 14 polymorphisms, respectively. For lung cancer, which was the most studied tumor type, the estimated joint population attributable risk for three polymorphisms (TERT rs2736100, intergenic rs4635969, and CLPTM1L rs402710) was 41%. Strong evidence for lack of association was identified for five polymorphisms in three tumor types. CONCLUSIONS To our knowledge, this is the largest collection of data for associations between TERT locus polymorphisms and cancer risk. Our findings support the hypothesis that genetic variability in this genomic region can modulate cancer susceptibility in humans.
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Affiliation(s)
- Simone Mocellin
- Department of Oncological and Surgical Sciences, Meta-analysis Unit, University of Padova, Padova, Italy.
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Protocol for analyzing human leukocyte antigen variants and sexually transmitted infections: from genotyping to immunoassays. Methods Mol Biol 2012; 903:359-80. [PMID: 22782832 DOI: 10.1007/978-1-61779-937-2_25] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
This chapter describes experimental and analytical procedures that can be used to decipher the specific role of human leukocyte antigen (HLA) variants in infectious diseases. The techniques are distilled from more than one decade of active immunogenetics research, primarily on sexually transmitted infections (STIs) caused by viral and bacterial pathogens, including human immunodeficiency virus type 1 (HIV-1), hepatitis B virus (HBV), and Chlamydia trachomatis. The specific approaches cover (1) sequence-specific oligonucleotide (SSO) probe hybridization for low-resolution genotyping, (2) sequencing-based typing (SBT) for high-resolution, (3) statistical methods for testing associations between HLA variants and phenotypic traits, and (4) enzyme-linked immunospot (ELISpot) assay for enumerating HLA-restricted and epitope-specific T-lymphocyte responses. Proper application of these mature and robust techniques should help establish the importance of individual HLA alleles, haplotypes, and supertypes to host-pathogen interactions.
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Bassig BA, Inskip PD, Burdette L, Shapiro WR, Selker RG, Fine HA, Loeffler JS, Black PM, Dubrow R, Brenner AV. Selected human leukocyte antigen class II polymorphisms and risk of adult glioma. J Neuroimmunol 2011; 233:185-91. [PMID: 21195488 PMCID: PMC3074044 DOI: 10.1016/j.jneuroim.2010.11.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2010] [Revised: 11/10/2010] [Accepted: 11/15/2010] [Indexed: 10/18/2022]
Abstract
Few studies have examined the relationship between human leukocyte antigen (HLA) polymorphisms and adult glioma, particularly at class II loci. We evaluated the association between selected HLA class II polymorphisms and adult glioma in a large, hospital-based case-control study, using unconditional logistic regression. DQB1 06 (OR=1.67, 95% CI=1.17-2.39) and DRB1 13 (OR=1.69, 95% CI=1.08-2.64) alleles were associated with an increased risk of glioma, while the DQB1 05 allele showed an inverse association (OR=0.63, 95% CI=0.43-0.93). These results, which were of borderline significance once controlled for the false discovery rate, suggest a potential role for the DQB1 06, DQB1 05, and DRB1 13 alleles in glioma susceptibility.
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Affiliation(s)
- Bryan A. Bassig
- Yale School of Public Health, Yale School of Medicine, 60 College Street, P.O. Box 208034, New Haven, CT 06510, USA
| | - Peter D. Inskip
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, 6120 Executive Blvd. MSC 7242, Bethesda, MD 20892, USA
| | - Laurie Burdette
- Core Genotyping Facility, Advanced Technology Program, SAIC-Frederick Inc., NCI-Frederick, Frederick, MD 21702, USA
| | - William R. Shapiro
- Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, AZ 85013, USA
| | - Robert G. Selker
- Division of Neurosurgery, Western Pennsylvania Hospital, Pittsburgh, PA 15224, USA
| | - Howard A. Fine
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD 20892, USA
| | - Jay S. Loeffler
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA 02114, USA
| | | | - Robert Dubrow
- Yale School of Public Health, Yale School of Medicine, 60 College Street, P.O. Box 208034, New Haven, CT 06510, USA
| | - Alina V. Brenner
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, 6120 Executive Blvd. MSC 7242, Bethesda, MD 20892, USA
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24
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Li J, Di C, Mattox AK, Wu L, Adamson DC. The future role of personalized medicine in the treatment of glioblastoma multiforme. Pharmgenomics Pers Med 2010; 3:111-27. [PMID: 23226047 PMCID: PMC3513213 DOI: 10.2147/pgpm.s6852] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2010] [Indexed: 12/26/2022] Open
Abstract
Glioblastoma multiforme (GBM) remains one of the most malignant primary central nervous system tumors. Personalized therapeutic approaches have not become standard of care for GBM, but science is fast approaching this goal. GBM's heterogeneous genomic landscape and resistance to radiotherapy and chemotherapy make this tumor one of the most challenging to treat. Recent advances in genome-wide studies and genetic profiling show that there is unlikely to be a single genetic or cellular event that can be effectively targeted in all patients. Instead, future therapies will likely require personalization for each patient's tumor genotype or proteomic profile. Over the past year, many investigations specifically focused simultaneously on strategies to target oncogenic pathways, angiogenesis, tumor immunology, epigenomic events, glioma stem cells (GSCs), and the highly migratory glioma cell population. Combination therapy targeting multiple pathways is becoming a fast growing area of research, and many studies put special attention on small molecule inhibitors. Because GBM is a highly vascular tumor, therapy that directs monoclonal antibodies or small molecule tyrosine kinase inhibitors toward angiogenic factors is also an area of focus for the development of new therapies. Passive, active, and adoptive immunotherapies have been explored by many studies recently, and epigenetic regulation of gene expression with microRNAs is also becoming an important area of study. GSCs can be useful targets to stop tumor recurrence and proliferation, and recent research has found key molecules that regulate GBM cell migration that can be targeted by therapy. Current standard of care for GBM remains nonspecific; however, pharmacogenomic studies are underway to pave the way for patient-specific therapies that are based on the unique aberrant pathways in individual patients. In conclusion, recent studies in GBM have found many diverse molecular targets possible for therapy. The next obstacle in treating this fatal tumor is ascertaining which molecules in each patient should be targeted and how best to target them, so that we can move our current nonspecific therapies toward the realm of personalized medicine.
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Affiliation(s)
- Jing Li
- Preston Robert Tisch Brain Tumor Center, Duke Medical Center, Durham, North Carolina, USA
- Department of Surgery (Neurosurgery), Duke Medical Center, Durham, North Carolina, USA
| | - Chunhui Di
- Preston Robert Tisch Brain Tumor Center, Duke Medical Center, Durham, North Carolina, USA
- Department of Surgery (Neurosurgery), Duke Medical Center, Durham, North Carolina, USA
| | - Austin K Mattox
- Preston Robert Tisch Brain Tumor Center, Duke Medical Center, Durham, North Carolina, USA
- Department of Surgery (Neurosurgery), Duke Medical Center, Durham, North Carolina, USA
| | - Linda Wu
- Preston Robert Tisch Brain Tumor Center, Duke Medical Center, Durham, North Carolina, USA
- Department of Surgery (Neurosurgery), Duke Medical Center, Durham, North Carolina, USA
| | - D Cory Adamson
- Preston Robert Tisch Brain Tumor Center, Duke Medical Center, Durham, North Carolina, USA
- Department of Surgery (Neurosurgery), Duke Medical Center, Durham, North Carolina, USA
- Department of Neurobiology, Duke Medical Center, Durham, North Carolina, USA
- Neurosurgery Section, Durham VA Medical Center, Durham, North Carolina, USA
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25
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Tang J, Malhotra R, Song W, Brill I, Hu L, Farmer PK, Mulenga J, Allen S, Hunter E, Kaslow RA. Human leukocyte antigens and HIV type 1 viral load in early and chronic infection: predominance of evolving relationships. PLoS One 2010; 5:e9629. [PMID: 20224785 PMCID: PMC2835758 DOI: 10.1371/journal.pone.0009629] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2010] [Accepted: 02/18/2010] [Indexed: 11/18/2022] Open
Abstract
Background During untreated, chronic HIV-1 infection, plasma viral load (VL) is a relatively stable quantitative trait that has clinical and epidemiological implications. Immunogenetic research has established various human genetic factors, especially human leukocyte antigen (HLA) variants, as independent determinants of VL set-point. Methodology/Principal Findings To identify and clarify HLA alleles that are associated with either transient or durable immune control of HIV-1 infection, we evaluated the relationships of HLA class I and class II alleles with VL among 563 seroprevalent Zambians (SPs) who were seropositive at enrollment and 221 seroconverters (SCs) who became seropositive during quarterly follow-up visits. After statistical adjustments for non-genetic factors (sex and age), two unfavorable alleles (A*3601 and DRB1*0102) were independently associated with high VL in SPs (p<0.01) but not in SCs. In contrast, favorable HLA variants, mainly A*74, B*13, B*57 (or Cw*18), and one HLA-A and HLA-C combination (A*30+Cw*03), dominated in SCs; their independent associations with low VL were reflected in regression beta estimates that ranged from −0.47±0.23 to −0.92±0.32 log10 in SCs (p<0.05). Except for Cw*18, all favorable variants had diminishing or vanishing association with VL in SPs (p≤0.86). Conclusions/Significance Overall, each of the three HLA class I genes had at least one allele that might contribute to effective immune control, especially during the early course of HIV-1 infection. These observations can provide a useful framework for ongoing analyses of viral mutations induced by protective immune responses.
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Affiliation(s)
- Jianming Tang
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States of America.
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