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Reihanian Z, Abbaspour E, Zaresharifi N, Karimzadhagh S, Mahmoudalinejad M, Sourati A, Farzin M, EslamiKenarsari H. Impact of Age and Gender on Survival of Glioblastoma Multiforme Patients: A Multicenter Retrospective Study. Cancer Rep (Hoboken) 2024; 7:e70050. [PMID: 39506810 PMCID: PMC11541054 DOI: 10.1002/cnr2.70050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 10/01/2024] [Accepted: 10/22/2024] [Indexed: 11/08/2024] Open
Abstract
BACKGROUND Glioblastoma multiforme (GBM) poses a significant health challenge as the most common primary malignancy of the adult central nervous system. Gender- and age-related differences in GBM influence prognosis and treatment complexities. This multicenter retrospective study explores gender and age disparities in GBM patients, investigating their impact on occurrence and survival outcomes. METHODS This multicenter retrospective study involved GBM patients treated in Guilan Province, Iran. Patients' data, including age, gender, tumor location, and histopathological diagnosis date, was collected from medical records. RESULTS In a cohort of 164 GBM patients, the average age was 54.34 ± 14.16 years, with a higher prevalence among men (59.8%) and patients aged ≤ 60 years (64.6%). The tumor sites exhibited overlapping features in 68% of cases, with the frontal and temporal lobes being the most common specific locations. The mean survival was 12.88 ± 14.14 months, one-year survival of 45%, with women showing significantly higher one-year survival (60% vs. 40%) and longer mean survival (16.14 ± 17.35 vs. 10.75 ± 11.15 months). Furthermore, Patients ≤ 60 years had significantly higher one-year survival (75% vs. 35%). In subgroup analysis, women had significantly higher survival rates in patients ≤ 60 years. However, among patients over 60, women exhibited a more pronounced decline in survival rates, with no statistically significant difference between men and women in this age group. CONCLUSION This study highlights that both age and gender significantly affect GBM survival outcomes. Younger patients, particularly women, exhibited better survival rates, while older patients, especially women, showed poorer outcomes. These findings suggest the need to stratify treatment approaches by both age and gender to optimize care and improve survival in GBM patients. Further research is recommended to explore these associations.
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Affiliation(s)
- Zoheir Reihanian
- Department of Neurosurgery, Poursina HospitalGuilan University of Medical SciencesRashtIran
| | - Elahe Abbaspour
- Clinical Research Development Unit of Poursina HospitalGuilan University of Medical SciencesRashtIran
| | - Nooshin Zaresharifi
- Department of Pathology, Faculty of MedicineGuilan University of Medical SciencesRashtIran
| | - Sahand Karimzadhagh
- Clinical Research Development Unit of Poursina HospitalGuilan University of Medical SciencesRashtIran
- Department of Internal Medicine, School of MedicineShahid Beheshti University of Medical SciencesTehranIran
| | - Maral Mahmoudalinejad
- Clinical Research Development Unit of Poursina HospitalGuilan University of Medical SciencesRashtIran
| | - Ainaz Sourati
- Department of Radiation OncologyGuilan University of Medical SciencesRashtIran
| | - Mohaya Farzin
- Department of Physiology, Razi Clinical Research Development CenterGuilan University of Medical SciencesRashtIran
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Du R, Zhang J, Lukas RV, Tripathi S, Ahrendsen JT, Curran MA, Dmello C, Zhang P, Stupp R, Rao G, Heimberger AB. Is modulation of immune checkpoints on glioblastoma-infiltrating myeloid cells a viable therapeutic strategy? Neuro Oncol 2024:noae193. [PMID: 39427326 DOI: 10.1093/neuonc/noae193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2024] Open
Abstract
The field of immunology has traditionally focused on immune checkpoint modulation of adaptive immune cells. However, many malignancies such as glioblastoma are mostly devoid of T cells and rather are enriched with immunosuppressive myeloid cells of the innate immune system. While some immune checkpoint targets are shared between adaptive and innate immunity, myeloid-specific checkpoints could also serve as potential therapeutics. To better understand the impact of immune checkpoint blockade on myeloid cells, we systematically summarize the current literature focusing on the direct immunological effects of PD-L1/PD-1, CD24/Siglec-10, collagen/LAIR-1, CX3CL1/CX3CR1, and CXCL10/CXCR3. By synthesizing the molecular mechanisms and the translational implications, we aim to prioritize agents in this category of therapeutics for glioblastoma.
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Affiliation(s)
- Ruochen Du
- Lou and Jean Malnati Brain Tumor Institute, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Jianzhong Zhang
- Lou and Jean Malnati Brain Tumor Institute, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Rimas V Lukas
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Lou and Jean Malnati Brain Tumor Institute, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Shashwat Tripathi
- Lou and Jean Malnati Brain Tumor Institute, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Jared T Ahrendsen
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA (J.T.A.)
- Lou and Jean Malnati Brain Tumor Institute, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Michael A Curran
- Department of Immunology, MD Anderson Cancer Center, the University of Texas, Houston, Texas, USA
| | - Crismita Dmello
- Lou and Jean Malnati Brain Tumor Institute, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Peng Zhang
- Lou and Jean Malnati Brain Tumor Institute, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Roger Stupp
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Lou and Jean Malnati Brain Tumor Institute, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Ganesh Rao
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Amy B Heimberger
- Lou and Jean Malnati Brain Tumor Institute, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
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Gozlan E, Lewit-Cohen Y, Frenkel D. Sex Differences in Astrocyte Activity. Cells 2024; 13:1724. [PMID: 39451242 PMCID: PMC11506538 DOI: 10.3390/cells13201724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Revised: 09/27/2024] [Accepted: 10/09/2024] [Indexed: 10/26/2024] Open
Abstract
Astrocytes are essential for maintaining brain homeostasis. Alterations in their activity have been associated with various brain pathologies. Sex differences were reported to affect astrocyte development and activity, and even susceptibility to different neurodegenerative diseases. This review aims to summarize the current knowledge on the effects of sex on astrocyte activity in health and disease.
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Affiliation(s)
- Elisa Gozlan
- Department of Neurobiology, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 6997801, Israel; (E.G.); (Y.L.-C.)
| | - Yarden Lewit-Cohen
- Department of Neurobiology, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 6997801, Israel; (E.G.); (Y.L.-C.)
| | - Dan Frenkel
- Department of Neurobiology, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 6997801, Israel; (E.G.); (Y.L.-C.)
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv 6997801, Israel
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Yin J, Liu G, Zhang Y, Zhou Y, Pan Y, Zhang Q, Yu R, Gao S. Gender differences in gliomas: From epidemiological trends to changes at the hormonal and molecular levels. Cancer Lett 2024; 598:217114. [PMID: 38992488 DOI: 10.1016/j.canlet.2024.217114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 06/28/2024] [Accepted: 07/08/2024] [Indexed: 07/13/2024]
Abstract
Gender plays a crucial role in the occurrence and development of cancer, as well as in the metabolism of nutrients and energy. Men and women display significant differences in the incidence, prognosis, and treatment response across various types of cancer, including certain sex-specific tumors. It has been observed that male glioma patients have a higher incidence and worse prognosis than female patients, but there is currently a limited systematic evaluation of sex differences in gliomas. The purpose of this study is to provide an overview of the association between fluctuations in sex hormone levels and changes in their receptor expression with the incidence, progression, treatment, and prognosis of gliomas. Estrogen may have a protective effect on glioma patients, while exposure to androgens increases the risk of glioma. We also discussed the specific genetic and molecular differences between genders in terms of the malignant nature and prognosis of gliomas. Factors such as TP53, MGMT methylation status may play a crucial role. Therefore, it is essential to consider the gender of patients while treating glioma, particularly the differences at the hormonal and molecular levels. This approach can help in the adoption of an individualized treatment strategy.
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Affiliation(s)
- Jiale Yin
- Institute of Nervous System Diseases, Xuzhou Medical University, Xuzhou, 221002, China; Department of Neurosurgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221002, China
| | - Gai Liu
- Institute of Nervous System Diseases, Xuzhou Medical University, Xuzhou, 221002, China; Department of Neurosurgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221002, China
| | - Yue Zhang
- Institute of Nervous System Diseases, Xuzhou Medical University, Xuzhou, 221002, China; Department of Neurosurgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221002, China
| | - Yu Zhou
- Institute of Nervous System Diseases, Xuzhou Medical University, Xuzhou, 221002, China; Department of Neurosurgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221002, China
| | - Yuchun Pan
- Institute of Nervous System Diseases, Xuzhou Medical University, Xuzhou, 221002, China; Department of Neurosurgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221002, China
| | - Qiaoshan Zhang
- Institute of Nervous System Diseases, Xuzhou Medical University, Xuzhou, 221002, China; Department of Neurosurgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221002, China
| | - Rutong Yu
- Institute of Nervous System Diseases, Xuzhou Medical University, Xuzhou, 221002, China; Department of Neurosurgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221002, China
| | - Shangfeng Gao
- Institute of Nervous System Diseases, Xuzhou Medical University, Xuzhou, 221002, China; Department of Neurosurgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221002, China.
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Maganti RK, Rajaravichandran A, Patel VK, Suraparaju S, Zahid Z. A Retrospective Study to Evaluate Discrepancies in Urban Versus Rural Mortality Due to Brain Cancer in the United States. Cureus 2024; 16:e60636. [PMID: 38903301 PMCID: PMC11187437 DOI: 10.7759/cureus.60636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/19/2024] [Indexed: 06/22/2024] Open
Abstract
INTRODUCTION The study aims to examine the disparities in mortality rates attributed to brain cancer between urban and rural areas over a 22-year period, totaling 315,538 deaths. This investigation serves as a crucial step in identifying areas within healthcare that require improvement. By pinpointing the variations in mortality rates between urban and rural settings, healthcare authorities can strategically implement necessary interventions. METHODOLOGY A retrospective study was conducted by analyzing the death certificate available on the Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiologic Research (CDC WONDER) database from 1999 to 2020 to evaluate the mortality rate trends of brain cancer ( International Classification of Diseases (ICD)-10 C71.0-71.9).The data was grouped based on rural and urban death rates according to the 2013 urbanization classification and the variables that were used were age, gender and race. Data was analyzed using Microsoft Excel and R Studio 4.3.1. Significant associations between demographic variables and mortality rates were identified via Binomial tests. RESULTS From 1999 to 2020, urban areas recorded 259,402 deaths attributed to brain cancer, compared to 56,136 deaths in rural areas, indicating a higher mortality rate in urban settings. The mortality rate in both rural and urban areas exhibited an upward trend, except for a slight drop in 2010. The mortality rates were significantly higher in rural areas compared to urban areas for age groups 55-64 years and 65-74 years, males and caucasians. CONCLUSIONS Our research underscores the differences in death rates from brain cancer between urban and rural areas, specifically among individuals aged 55-64 and 65-74, males and those of caucasian ethnicity. Future research must adopt a multifaceted approach, integrating more recent datasets and embracing a finer granularity of individual-level information. Moreover, there is a pressing need to explore the interplay of various factors such as access to healthcare, treatment modalities, genetic predispositions, and socioeconomic determinants on mortality outcomes.
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Affiliation(s)
| | | | - Vivek Kumar Patel
- Internal Medicine, Gujarat Cancer Society Medical College, Ahmedabad, IND
| | - Sonika Suraparaju
- Internal Medicine, SVIMS-Sri Padmavathi Medical College for Women, Tirupati, IND
| | - Zuhaa Zahid
- Internal Medicine, Foundation University Medical College, Islamabad, PAK
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Yang W, Rubin JB. Treating sex and gender differences as a continuous variable can improve precision cancer treatments. Biol Sex Differ 2024; 15:35. [PMID: 38622740 PMCID: PMC11017567 DOI: 10.1186/s13293-024-00607-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 03/21/2024] [Indexed: 04/17/2024] Open
Abstract
BACKGROUND The significant sex and gender differences that exist in cancer mechanisms, incidence, and survival, have yet to impact clinical practice. One barrier to translation is that cancer phenotypes cannot be segregated into distinct male versus female categories. Instead, within this convenient but contrived dichotomy, male and female cancer phenotypes are highly overlapping and vary between female- and male- skewed extremes. Thus, sex and gender-specific treatments are unrealistic, and our translational goal should be adaptation of treatment to the variable effects of sex and gender on targetable pathways. METHODS To overcome this obstacle, we profiled the similarities in 8370 transcriptomes of 26 different adult and 4 different pediatric cancer types. We calculated the posterior probabilities of predicting patient sex and gender based on the observed sexes of similar samples in this map of transcriptome similarity. RESULTS Transcriptomic index (TI) values were derived from posterior probabilities and allowed us to identify poles with local enrichments for male or female transcriptomes. TI supported deconvolution of transcriptomes into measures of patient-specific activity in sex and gender-biased, targetable pathways. It identified sex and gender-skewed extremes in mechanistic phenotypes like cell cycle signaling and immunity, and precisely positioned each patient's whole transcriptome on an axis of continuously varying sex and gender phenotypes. CONCLUSIONS Cancer type, patient sex and gender, and TI value provides a novel and patient- specific mechanistic identifier that can be used for realistic sex and gender-adaptations of precision cancer treatment planning.
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Affiliation(s)
- Wei Yang
- Department of Genetics, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Joshua B Rubin
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, 63110, USA.
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, 63110, USA.
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Barnett AE, Ozair A, Bamashmos AS, Li H, Bosler DS, Yeaney G, Ali A, Peereboom DM, Lathia JD, Ahluwalia MS. MGMT Methylation and Differential Survival Impact by Sex in Glioblastoma. Cancers (Basel) 2024; 16:1374. [PMID: 38611052 PMCID: PMC11011031 DOI: 10.3390/cancers16071374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 03/26/2024] [Accepted: 03/28/2024] [Indexed: 04/14/2024] Open
Abstract
Introduction: Sex differences in glioblastoma (GBM) have been observed in incidence, genetic and epigenetic alterations, and immune response. These differences have extended to the methylation of the MGMT promoter, which critically impacts temozolomide resistance. However, the association between sex, MGMT methylation, and survival is poorly understood, which this study sought to evaluate. Methods: A retrospective cohort study was conducted and reported following STROBE guidelines, based on adults with newly diagnosed GBM who received their first surgical intervention at Cleveland Clinic (Ohio, USA) between 2012 and 2018. Kaplan-Meier and multivariable Cox proportional hazards models were used to analyze the association between sex and MGMT promoter methylation status on overall survival (OS). MGMT was defined as methylated if the mean of CpG 1-5 ≥ 12. Propensity score matching was performed on a subset of patients to evaluate the effect of individual CpG site methylation. Results: A total of 464 patients had documented MGMT methylation status with a mean age of 63.4 (range 19-93) years. A total of 170 (36.6%) were female, and 133 (28.7%) received gross total resection as a first intervention. A total of 42.5% were MGMT methylated, with females more often having MGMT methylation than males (52.1% vs. 37.4%, p = 0.004). In univariable analysis, OS was significantly longer for MGMT promoter methylated than un-methylated groups for females (2 yr: 36.8% vs. 11.1%; median: 18.7 vs. 9.5 months; p = 0.001) but not for males (2 yr: 24.3% vs. 12.2%; median: 12.4 vs. 11.3 months; p = 0.22, p for MGMT-sex interaction = 0.02). In multivariable analysis, MGMT un-methylated versus methylated promoter females (2.07; 95% CI, 1.45-2.95; p < 0.0001) and males (1.51; 95% CI, 1.14-2.00; p = 0.004) had worse OS. Within the MGMT promoter methylated group, males had significantly worse OS than females (1.42; 95% CI: 1.01-1.99; p = 0.04). Amongst patients with data on MGMT CpG promoter site methylation values (n = 304), the median (IQR) of CpG mean methylation was 3.0% (2.0, 30.5). Females had greater mean CpG methylation than males (11.0 vs. 3.0, p < 0.002) and higher per-site CpG methylation with a significant difference at CPG 1, 2, and 4 (p < 0.008). After propensity score matching, females maintained a significant survival benefit (18.7 vs. 10.0 months, p = 0.004) compared to males (13.0 vs. 13.6 months, p = 0.76), and the pattern of difference was significant (P for CpG-sex interaction = 0.03). Conclusions: In this study, females had higher mean and individual CpG site methylation and received a greater PFS and OS benefit by MGMT methylation that was not seen in males despite equal degrees of CpG methylation.
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Affiliation(s)
- Addison E. Barnett
- Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland, OH 44106, USA; (A.E.B.); (A.S.B.); (A.A.); (D.M.P.); (J.D.L.)
| | - Ahmad Ozair
- Miami Cancer Institute, Baptist Health South Florida, Miami, FL 33176, USA;
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Anas S. Bamashmos
- Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland, OH 44106, USA; (A.E.B.); (A.S.B.); (A.A.); (D.M.P.); (J.D.L.)
- NYU Langone Health, New York, NY 10016, USA
| | - Hong Li
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH 44106, USA;
| | - David S. Bosler
- Robert J. Tomisch Pathology & Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (D.S.B.); (G.Y.)
| | - Gabrielle Yeaney
- Robert J. Tomisch Pathology & Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (D.S.B.); (G.Y.)
| | - Assad Ali
- Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland, OH 44106, USA; (A.E.B.); (A.S.B.); (A.A.); (D.M.P.); (J.D.L.)
| | - David M. Peereboom
- Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland, OH 44106, USA; (A.E.B.); (A.S.B.); (A.A.); (D.M.P.); (J.D.L.)
| | - Justin D. Lathia
- Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland, OH 44106, USA; (A.E.B.); (A.S.B.); (A.A.); (D.M.P.); (J.D.L.)
- Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA
| | - Manmeet S. Ahluwalia
- Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland, OH 44106, USA; (A.E.B.); (A.S.B.); (A.A.); (D.M.P.); (J.D.L.)
- Miami Cancer Institute, Baptist Health South Florida, Miami, FL 33176, USA;
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL 33199, USA
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Lee J, Chung YM, Curtin L, Silver DJ, Hao Y, Li C, Volovetz J, Hong ES, Jarmula J, Wang SZ, Kay KE, Berens M, Nicosia M, Swanson KR, Sharifi N, Lathia JD. Androgen loss weakens anti-tumor immunity and accelerates brain tumor growth. RESEARCH SQUARE 2024:rs.3.rs-4014556. [PMID: 38585839 PMCID: PMC10996802 DOI: 10.21203/rs.3.rs-4014556/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Many cancers, including glioblastoma (GBM), have a male-biased sex difference in incidence and outcome. The underlying reasons for this sex bias are unclear but likely involve differences in tumor cell state and immune response. This effect is further amplified by sex hormones, including androgens, which have been shown to inhibit anti-tumor T cell immunity. Here, we show that androgens drive anti-tumor immunity in brain tumors, in contrast to its effect in other tumor types. Upon castration, tumor growth was accelerated with attenuated T cell function in GBM and brain tumor models, but the opposite was observed when tumors were located outside the brain. Activity of the hypothalamus-pituitary-adrenal gland (HPA) axis was increased in castrated mice, particularly in those with brain tumors. Blockade of glucocorticoid receptors reversed the accelerated tumor growth in castrated mice, indicating that the effect of castration was mediated by elevated glucocorticoid signaling. Furthermore, this mechanism was not GBM specific, but brain specific, as hyperactivation of the HPA axis was observed with intracranial implantation of non-GBM tumors in the brain. Together, our findings establish that brain tumors drive distinct endocrine-mediated mechanisms in the androgen-deprived setting and highlight the importance of organ-specific effects on anti-tumor immunity.
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Affiliation(s)
- Juyeun Lee
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Yoon-Mi Chung
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, University of Miami
| | - Lee Curtin
- Mayo Clinic, Mathematical NeuroOncology Lab, Precision Neurotherapeutics Innovation Program, Mayo Clinic, AZ, USA
- Department of Neurosurgery, Mayo Clinic, AZ, USA
| | - Daniel J. Silver
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Yue Hao
- TGen, Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Cathy Li
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Josephine Volovetz
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Ellen S. Hong
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Medical Scientist Training Program, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Jakub Jarmula
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Sabrina Z. Wang
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Medical Scientist Training Program, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Kristen E. Kay
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | | | - Michael Nicosia
- Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Kristin R. Swanson
- Sylvester Comprehensive Cancer Center, University of Miami
- Mayo Clinic, Mathematical NeuroOncology Lab, Precision Neurotherapeutics Innovation Program, Mayo Clinic, AZ, USA
| | - Nima Sharifi
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Justin D. Lathia
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Medical Scientist Training Program, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Rose Ella Burkhardt Brain Tumor Center, Cleveland Clinic, Cleveland, OH, USA
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Tan JY, Thong JY, Yeo YH, Mbenga K, Saleh S. Gender, Racial, and Geographical Disparities in Malignant Brain Tumor Mortality in the USA. Oncology 2024; 102:703-709. [PMID: 38281482 DOI: 10.1159/000536486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 01/20/2024] [Indexed: 01/30/2024]
Abstract
INTRODUCTION Malignant brain tumors are malignancies which are known for their low survival rates. Despite advancements in treatments in the last decade, the disparities in malignant brain cancer mortality among the US population remain unclear. METHODS We analyzed death certificate data from the US CDC WONDER from 1999 to 2020 to determine the longitudinal trends of malignant brain tumor mortality. Malignant brain tumor (ICD-10 C71.0-71.9) was listed as the underlying cause of death. Age-adjusted mortality rates (AAMRs) per 100,000 individuals were calculated by standardizing the AAMR to the year 2000 US population. RESULTS From 1999 to 2020, there were 306,375 deaths due to malignant brain tumors. The AAMR decreased from 5.57 (95% CI, 5.47-5.67) per 100,000 individuals in 1999 to 5.40 (95% CI, 5.31-5.48) per 100,000 individuals in 2020, with an annual percent decrease of -0.05 (95% CI, -0.22, 0.12). Whites had the highest AAMR (6.05 [95% CI, 6.02-6.07] per 100,000 individuals), followed by Hispanics (3.70 [95% CI, 3.64-3.76]) per 100,000 individuals, blacks (3.09 [95% CI, 3.04-3.14] per 100,000 individuals), American Indians (2.82 [95% CI, 2.64-3.00] per 100,000 individuals), and Asians (2.44 [95% CI, 2.38-2.50] per 100,000 individuals). The highest AAMRs were reported in the Midwest region (5.58 [95% CI, 5.54-5.62] per 100,000 individuals) and the rural regions (5.66 [95% CI, 5.61-5.71] per 100,000 individuals). CONCLUSIONS Our study highlights the mortality disparity among different races, geographic regions, and urbanization levels. The findings underscore the importance of addressing the disparities in malignant brain tumors that existed among males, white individuals, and rural populations.
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Affiliation(s)
- Jia Yi Tan
- Department of Internal Medicine, New York Medical College at Saint Michael's Medical Center, Newark, New Jersey, USA
| | - Jia Yean Thong
- Shanghai Medical College, Fudan University, Shanghai, China
| | - Yong Hao Yeo
- Department of Internal Medicine/Pediatrics, Corewell Health, Royal Oak, Michigan, USA
| | - Kelly Mbenga
- St George's University School of Medicine, St George's, Grenada
| | - Sabera Saleh
- St George's University School of Medicine, St George's, Grenada
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10
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Jovanovich N, Habib A, Chilukuri A, Hameed NUF, Deng H, Shanahan R, Head JR, Zinn PO. Sex-specific molecular differences in glioblastoma: assessing the clinical significance of genetic variants. Front Oncol 2024; 13:1340386. [PMID: 38322284 PMCID: PMC10844554 DOI: 10.3389/fonc.2023.1340386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 12/28/2023] [Indexed: 02/08/2024] Open
Abstract
Introduction Glioblastoma multiforme (GBM) is one of the most aggressive types of brain cancer, and despite rigorous research, patient prognosis remains poor. The characterization of sex-specific differences in incidence and overall survival (OS) of these patients has led to an investigation of the molecular mechanisms that may underlie this dimorphism. Methods We reviewed the published literature describing the gender specific differences in GBM Biology reported in the last ten years and summarized the available information that may point towards a patient-tailored GBM therapy. Results Radiomics analyses have revealed that imaging parameters predict OS and treatment response of GBM patients in a sex-specific manner. Moreover, gender-based analysis of the transcriptome GBM tumors has found differential expression of various genes, potentially impacting the OS survival of patients in a sex-dependent manner. In addition to gene expression differences, the timing (subclonal or clonal) of the acquisition of common GBM-driver mutations, metabolism requirements, and immune landscape of these tumors has also been shown to be sex-specific, leading to a differential therapeutic response by sex. In male patients, transformed astrocytes are more sensitive to glutaminase 1 (GLS1) inhibition due to increased requirements for glutamine uptake. In female patients, GBM is more sensitive to anti-IL1β due to an increased population of circulating granulocytic myeloid-derived suppressor cells (gMDSC). Conclusion Moving forward, continued elucidation of GBM sexual dimorphism will be critical in improving the OS of GBM patients by ensuring that treatment plans are structured to exploit these sex-specific, molecular vulnerabilities in GBM tumors.
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Affiliation(s)
- Nicolina Jovanovich
- Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Ahmed Habib
- Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Akanksha Chilukuri
- Rangos Research Center, Children’s Hospital, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - N. U. Farrukh Hameed
- Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Hansen Deng
- Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Regan Shanahan
- Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Jeffrey R. Head
- Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Pascal O. Zinn
- Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
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11
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Troike KM, Wang SZ, Silver DJ, Lee J, Mulkearns-Hubert EE, Hajdari N, Ghosh PK, Kay KE, Beilis JL, Mitchell SE, Bishop CW, Hong ES, Artomov M, Hubert CG, Rajappa P, Connor JR, Fox PL, Kristensen BW, Lathia JD. Homeostatic iron regulatory protein drives glioblastoma growth via tumor cell-intrinsic and sex-specific responses. Neurooncol Adv 2024; 6:vdad154. [PMID: 38239626 PMCID: PMC10794878 DOI: 10.1093/noajnl/vdad154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2024] Open
Abstract
Background Glioblastoma (GBM) displays alterations in iron that drive proliferation and tumor growth. Iron regulation is complex and involves many regulatory mechanisms, including the homeostatic iron regulator (HFE) gene, which encodes the homeostatic iron regulatory protein. While HFE is upregulated in GBM and correlates with poor survival outcomes, the function of HFE in GBM remains unclear. Methods We interrogated the impact of cell-intrinsic Hfe expression on proliferation and survival of intracranially implanted animals through genetic gain- and loss-of-function approaches in syngeneic mouse glioma models, along with in vivo immune assessments. We also determined the expression of iron-associated genes and their relationship to survival in GBM using public data sets and used transcriptional profiling to identify differentially expressed pathways in control compared to Hfe-knockdown cells. Results Overexpression of Hfe accelerated GBM proliferation and reduced animal survival, whereas suppression of Hfe induced apoptotic cell death and extended survival, which was more pronounced in females and associated with attenuation of natural killer cells and CD8+ T cell activity. Analysis of iron gene signatures in Hfe-knockdown cells revealed alterations in the expression of several iron-associated genes, suggesting global disruption of intracellular iron homeostasis. Further analysis of differentially expressed pathways revealed oxidative stress as the top pathway upregulated following Hfe loss. Hfe knockdown indeed resulted in enhanced 55Fe uptake and generation of reactive oxygen species. Conclusions These findings reveal an essential function for HFE in GBM cell growth and survival, as well as a sex-specific interaction with the immune response.
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Affiliation(s)
- Katie M Troike
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
- Department of Molecular Medicine, Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Sabrina Z Wang
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
- Medical Scientist Training Program, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Department of Pathology, Case Western Reserve University, Cleveland, Ohio, USA
| | - Daniel J Silver
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
| | - Juyeun Lee
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Erin E Mulkearns-Hubert
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Nicole Hajdari
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Prabar K Ghosh
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Kristen E Kay
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
- Department of Molecular Medicine, Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Julia L Beilis
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Sofia E Mitchell
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Christopher W Bishop
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Ellen S Hong
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
- Medical Scientist Training Program, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Mykyta Artomov
- Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, Ohio, USA
- Department of Pediatrics, The Ohio State Wexner Medical Center, Columbus, Ohio, USA
| | - Christopher G Hubert
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Biochemistry, Case Western Reserve University, Cleveland, Ohio, USA
| | - Prajwal Rajappa
- Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, Ohio, USA
- Department of Neurological Surgery, The Ohio State Wexner Medical Center, Columbus, Ohio, USA
| | - James R Connor
- Department of Neurosurgery, Penn State Hershey Medical Center, Hershey, Pennsylvania, USA
| | - Paul L Fox
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
| | - Bjarne W Kristensen
- Department of Clinical Medicine, Biotech Research and Innovation Center (BRIC), University of Copenhagen, Copenhagen, Denmark
| | - Justin D Lathia
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
- Department of Molecular Medicine, Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
- Rose Ella Burkhardt Brain Tumor and Neuro-Oncology Center, Cleveland Clinic, Cleveland, Ohio, USA
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12
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Silvin A, Qian J, Ginhoux F. Brain macrophage development, diversity and dysregulation in health and disease. Cell Mol Immunol 2023; 20:1277-1289. [PMID: 37365324 PMCID: PMC10616292 DOI: 10.1038/s41423-023-01053-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 06/01/2023] [Indexed: 06/28/2023] Open
Abstract
Brain macrophages include microglia in the parenchyma, border-associated macrophages in the meningeal-choroid plexus-perivascular space, and monocyte-derived macrophages that infiltrate the brain under various disease conditions. The vast heterogeneity of these cells has been elucidated over the last decade using revolutionary multiomics technologies. As such, we can now start to define these various macrophage populations according to their ontogeny and their diverse functional programs during brain development, homeostasis and disease pathogenesis. In this review, we first outline the critical roles played by brain macrophages during development and healthy aging. We then discuss how brain macrophages might undergo reprogramming and contribute to neurodegenerative disorders, autoimmune diseases, and glioma. Finally, we speculate about the most recent and ongoing discoveries that are prompting translational attempts to leverage brain macrophages as prognostic markers or therapeutic targets for diseases that affect the brain.
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Affiliation(s)
- Aymeric Silvin
- INSERM U1015, Gustave Roussy Cancer Campus, Villejuif, 94800, France
| | - Jiawen Qian
- Shanghai Institute of Immunology, Department of Immunology and Microbiology, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Florent Ginhoux
- INSERM U1015, Gustave Roussy Cancer Campus, Villejuif, 94800, France.
- Shanghai Institute of Immunology, Department of Immunology and Microbiology, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, 138648, Republic of Singapore.
- Translational Immunology Institute, SingHealth Duke-NUS Academic Medical Centre, Singapore, 169856, Singapore.
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13
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Noh B, Blasco‐Conesa MP, Rahman SM, Monga S, Ritzel R, Guzman G, Lai Y, Ganesh BP, Urayama A, McCullough LD, Moruno‐Manchon JF. Iron overload induces cerebral endothelial senescence in aged mice and in primary culture in a sex-dependent manner. Aging Cell 2023; 22:e13977. [PMID: 37675802 PMCID: PMC10652299 DOI: 10.1111/acel.13977] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 08/13/2023] [Accepted: 08/16/2023] [Indexed: 09/08/2023] Open
Abstract
Iron imbalance in the brain negatively affects brain function. With aging, iron levels increase in the brain and contribute to brain damage and neurological disorders. Changes in the cerebral vasculature with aging may enhance iron entry into the brain parenchyma, leading to iron overload and its deleterious consequences. Endothelial senescence has emerged as an important contributor to age-related changes in the cerebral vasculature. Evidence indicates that iron overload may induce senescence in cultured cell lines. Importantly, cells derived from female human and mice generally show enhanced senescence-associated phenotype, compared with males. Thus, we hypothesize that cerebral endothelial cells (CEC) derived from aged female mice are more susceptible to iron-induced senescence, compared with CEC from aged males. We found that aged female mice, but not males, showed cognitive deficits when chronically treated with ferric citrate (FC), and their brains and the brain vasculature showed senescence-associated phenotype. We also found that primary culture of CEC derived from aged female mice, but not male-derived CEC, exhibited senescence-associated phenotype when treated with FC. We identified that the transmembrane receptor Robo4 was downregulated in the brain vasculature and in cultured primary CEC derived from aged female mice, compared with those from male mice. We discovered that Robo4 downregulation contributed to enhanced vulnerability to FC-induced senescence. Thus, our study identifies Robo4 downregulation as a driver of senescence induced by iron overload in primary culture of CEC and a potential risk factor of brain vasculature impairment and brain dysfunction.
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Affiliation(s)
- Brian Noh
- Department of NeurologyMcGovern Medical School at the University of Texas Health Science Center at HoustonHoustonTexasUSA
| | - Maria Pilar Blasco‐Conesa
- Department of NeurologyMcGovern Medical School at the University of Texas Health Science Center at HoustonHoustonTexasUSA
| | - Syed Mushfiqur Rahman
- Department of NeurologyMcGovern Medical School at the University of Texas Health Science Center at HoustonHoustonTexasUSA
| | - Sheelu Monga
- Department of NeurologyMcGovern Medical School at the University of Texas Health Science Center at HoustonHoustonTexasUSA
| | - Rodney Ritzel
- Department of NeurologyMcGovern Medical School at the University of Texas Health Science Center at HoustonHoustonTexasUSA
| | - Gary Guzman
- Department of NeurologyMcGovern Medical School at the University of Texas Health Science Center at HoustonHoustonTexasUSA
| | - Yun‐Ju Lai
- Department of NeurologyMcGovern Medical School at the University of Texas Health Science Center at HoustonHoustonTexasUSA
- Solomont School of NursingZuckerberg College of Health SciencesUniversity of Massachusetts LowellLowellMassachusettsUSA
| | - Bhanu Priya Ganesh
- Department of NeurologyMcGovern Medical School at the University of Texas Health Science Center at HoustonHoustonTexasUSA
| | - Akihiko Urayama
- Department of NeurologyMcGovern Medical School at the University of Texas Health Science Center at HoustonHoustonTexasUSA
| | - Louise D. McCullough
- Department of NeurologyMcGovern Medical School at the University of Texas Health Science Center at HoustonHoustonTexasUSA
| | - Jose Felix Moruno‐Manchon
- Department of NeurologyMcGovern Medical School at the University of Texas Health Science Center at HoustonHoustonTexasUSA
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14
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Israel LL, Braubach O, Shatalova ES, Chepurna O, Sharma S, Klymyshyn D, Galstyan A, Chiechi A, Cox A, Herman D, Bliss B, Hasen I, Ting A, Arechavala R, Kleinman MT, Patil R, Holler E, Ljubimova JY, Koronyo-Hamaoui M, Sun T, Black KL. Exposure to environmental airborne particulate matter caused wide-ranged transcriptional changes and accelerated Alzheimer's-related pathology: A mouse study. Neurobiol Dis 2023; 187:106307. [PMID: 37739136 DOI: 10.1016/j.nbd.2023.106307] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 09/04/2023] [Accepted: 09/19/2023] [Indexed: 09/24/2023] Open
Abstract
Air pollution poses a significant threat to human health, though a clear understanding of its mechanism remains elusive. In this study, we sought to better understand the effects of various sized particulate matter from polluted air on Alzheimer's disease (AD) development using an AD mouse model. We exposed transgenic Alzheimer's mice in their prodromic stage to different sized particulate matter (PM), with filtered clean air as control. After 3 or 6 months of exposure, mouse brains were harvested and analyzed. RNA-seq analysis showed that various PM have differential effects on the brain transcriptome, and these effects seemed to correlate with PM size. Many genes and pathways were affected after PM exposure. Among them, we found a strong activation in mRNA Nonsense Mediated Decay pathway, an inhibition in pathways related to transcription, neurogenesis and survival signaling as well as angiogenesis, and a dramatic downregulation of collagens. Although we did not detect any extracellular Aβ plaques, immunostaining revealed that both intracellular Aβ1-42 and phospho-Tau levels were increased in various PM exposure conditions compared to the clean air control. NanoString GeoMx analysis demonstrated a remarkable activation of immune responses in the PM exposed mouse brain. Surprisingly, our data also indicated a strong activation of various tumor suppressors including RB1, CDKN1A/p21 and CDKN2A/p16. Collectively, our data demonstrated that exposure to airborne PM caused a profound transcriptional dysregulation and accelerated Alzheimer's-related pathology.
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Affiliation(s)
- Liron L Israel
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America
| | - Oliver Braubach
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America
| | - Ekaterina S Shatalova
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America
| | - Oksana Chepurna
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America
| | - Sachin Sharma
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America
| | - Dmytro Klymyshyn
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America
| | - Anna Galstyan
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America
| | - Antonella Chiechi
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America
| | - Alysia Cox
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America
| | - David Herman
- Department of Environmental and Occupational Health, University of California, Irvine 92697, United States of America
| | - Bishop Bliss
- Department of Environmental and Occupational Health, University of California, Irvine 92697, United States of America
| | - Irene Hasen
- Department of Environmental and Occupational Health, University of California, Irvine 92697, United States of America
| | - Amanda Ting
- Department of Environmental and Occupational Health, University of California, Irvine 92697, United States of America
| | - Rebecca Arechavala
- Department of Environmental and Occupational Health, University of California, Irvine 92697, United States of America
| | - Michael T Kleinman
- Department of Environmental and Occupational Health, University of California, Irvine 92697, United States of America
| | - Rameshwar Patil
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America
| | - Eggehard Holler
- Terasaki Institute, Los Angeles, CA 90024, United States of America
| | | | - Maya Koronyo-Hamaoui
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America; Department of Biomedical Sciences, Division of Applied Cell Biology and Physiology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America
| | - Tao Sun
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America.
| | - Keith L Black
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States of America.
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15
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Sharma S, Chepurna O, Sun T. Drug resistance in glioblastoma: from chemo- to immunotherapy. CANCER DRUG RESISTANCE (ALHAMBRA, CALIF.) 2023; 6:688-708. [PMID: 38239396 PMCID: PMC10792484 DOI: 10.20517/cdr.2023.82] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 09/07/2023] [Accepted: 09/25/2023] [Indexed: 01/22/2024]
Abstract
As the most common and aggressive type of primary brain tumor in adults, glioblastoma is estimated to end over 10,000 lives each year in the United States alone. Stand treatment for glioblastoma, including surgery followed by radiotherapy and chemotherapy (i.e., Temozolomide), has been largely unchanged since early 2000. Cancer immunotherapy has significantly shifted the paradigm of cancer management in the past decade with various degrees of success in treating many hematopoietic cancers and some solid tumors, such as melanoma and non-small cell lung cancer (NSCLC). However, little progress has been made in the field of neuro-oncology, especially in the application of immunotherapy to glioblastoma treatment. In this review, we attempted to summarize the common drug resistance mechanisms in glioblastoma from Temozolomide to immunotherapy. Our intent is not to repeat the well-known difficulty in the area of neuro-oncology, such as the blood-brain barrier, but to provide some fresh insights into the molecular mechanisms responsible for resistance by summarizing some of the most recent literature. Through this review, we also hope to share some new ideas for improving the immunotherapy outcome of glioblastoma treatment.
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Affiliation(s)
| | | | - Tao Sun
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
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16
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Yang W, Rubin JB. Accounting for sex differences as a continuous variable in cancer treatments. RESEARCH SQUARE 2023:rs.3.rs-3120372. [PMID: 37461646 PMCID: PMC10350164 DOI: 10.21203/rs.3.rs-3120372/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
The significant sex differences that exist in cancer mechanisms, incidence, and survival, have yet to impact clinical practice. We propose that one barrier to translation is that sex differences in cancer phenotypes resemble sex differences in height: highly overlapping, but distinct, male and female population distributions that vary continuously between female- and male- skewed extremes. A consequence of this variance is that sex-specific treatments are rendered unrealistic, and our translational goal should be adaptation of treatment to the variable sex-effect on targetable pathways. To develop a tool that could advance this goal, we applied a Bayesian Nearest Neighbor (BNN) analysis to 8370 cancer transcriptomes from 26 different adult and 4 different pediatric cancer types to establish patient-specific Transcriptomic Indices (TI). TI precisely positions a patient's whole transcriptome on axes of mechanistic phenotypes like cell cycle signaling and immunity that exhibit skewing in the cancer population relative to sex-identified extremes (poles). Importantly, the TI approach reveals that even when TI values are identical, underlying mechanisms in male and female individuals can differ in identifiable ways. Thus, cancer type, patient sex, and TI value provides a novel and patient- specific mechanistic identifier that can be used for precision cancer treatment planning.
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Affiliation(s)
- Wei Yang
- Department of Genetics, Washington University School of Medicine, St. Louis, MO 63110
| | - Joshua B Rubin
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO 63110
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17
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Wu B, Zhou Y, Yang Y, Zhou D. Risk factors and a new nomogram for predicting brain metastasis from lung cancer: a retrospective study. Front Oncol 2023; 13:1092721. [PMID: 37404749 PMCID: PMC10316021 DOI: 10.3389/fonc.2023.1092721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 05/31/2023] [Indexed: 07/06/2023] Open
Abstract
Objective This study aims to establish and validate a new nomogram for predicting brain metastasis from lung cancer by integrating data. Methods 266 patients diagnosed as lung cancer between 2016 and 2018 were collected from Guangdong Academy of Medical Sciences. The first 70% of patients were designated as the primary cohort and the remaining patients were identified as the internal validation cohort. Univariate and multivariable logistics regression were applied to analyze the risk factors. Independent risk factors were used to construct nomogram. C-index was used to evaluate the prediction effect of nomogram.100 patients diagnosed as lung cancer between 2018 and 2019 were collected for external validation cohorts. The evaluation of nomogram was carried out through the distinction and calibration in the internal validation cohort and external validation cohort. Results 166 patients were diagnosed with brain metastasis among the 266 patients. The gender, pathological type (PAT), leukocyte count (LCC) and Fibrinogen stage (FibS) were independent risk factors of brain metastasis. A novel nomogram has been developed in this study showed an effective discriminative ability to predict the probability of lung cancer patients with brain metastasis, the C-index was 0.811. Conclusion Our research provides a novel model that can be used for predicting brain metastasis of lung cancer patients, thus providing more credible evidence for clinical decision-making.
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Affiliation(s)
- Bo Wu
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
- Department of Neurosurgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China
| | - Yujun Zhou
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
- Department of Neurosurgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China
| | - Yong Yang
- Department of Neurosurgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China
| | - Dong Zhou
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
- Department of Neurosurgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China
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18
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Norris JN, Waack AL, Becker KN, Keener M, Hoyt A, Reinard K. Glioblastoma in pregnant patient with pathologic and exogenous sex hormone exposure and family history of high-grade glioma: A case report and review of the literature. Surg Neurol Int 2023; 14:169. [PMID: 37292394 PMCID: PMC10246315 DOI: 10.25259/sni_58_2023] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 04/27/2023] [Indexed: 06/10/2023] Open
Abstract
Background Glioblastoma (GBM) incidence is higher in males, suggesting sex hormones may influence GBM tumorigenesis. Patients with GBM and altered sex hormone states could offer insight into a relationship between the two. Most GBMs arise sporadically and heritable genetic influence on GBM development is poorly understood, but reports describing familial GBM suggest genetic predispositions exist. However, no existing reports examine GBM development in context of both supraphysiologic sex hormone states and familial predisposition for GBM. We present a case of isocitrate dehydrogenase (IDH)-wild type GBM in a young pregnant female with polycystic ovary syndrome (PCOS), history of in vitro fertilization (IVF), and significant family history of GBM and further discuss how unique sex hormone states and genetics may affect GBM development or progression. Case Description A 35-year-old pregnant female with PCOS and recent history of IVF treatment and frozen embryo transfer presented with seizure and headache. Imaging revealed a right frontal brain mass. Molecular and histopathological analysis of the resected tumor supported a diagnosis of IDH-wild type GBM. The patient's family medical history was significant for GBM. Current literature indicates testosterone promotes GBM cell proliferation, while estrogen and progesterone effects vary with receptor subtype and hormone concentration, respectively. Conclusion Sex hormones and genetics likely exert influence on GBM development and progression that may compound with concurrence. Here, we describe a unique case of GBM in a young pregnant patient with a family history of glioma and atypical sex hormone exposure due to endocrine disorder and pregnancy assisted by exogenous IVF hormone administration.
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Affiliation(s)
- Jordan N. Norris
- Department of Surgery, Division of Neurosurgery, University of Toledo, Ohio, United States
| | - Andrew L. Waack
- Department of Surgery, Division of Neurosurgery, University of Toledo, Ohio, United States
| | - Kathryn N. Becker
- Department of Surgery, Division of Neurosurgery, University of Toledo, Ohio, United States
| | - Myles Keener
- Department of Surgery, Division of Neurosurgery, University of Toledo, Ohio, United States
| | - Alastair Hoyt
- Department of Surgery, Division of Neurosurgery, University of Toledo, Ohio, United States
| | - Kevin Reinard
- Department of Neurosurgery, Promedica, Toledo, Ohio, United States
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19
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Yang W, Rubin JB. Accounting for sex differences variability in the design of sex-adapted cancer treatments. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.04.22.23288966. [PMID: 37162837 PMCID: PMC10168521 DOI: 10.1101/2023.04.22.23288966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
The significant sex differences that exist in cancer mechanisms, incidence, and survival, have yet to impact clinical practice. We hypothesized that one barrier to translation is that sex differences in cancer phenotypes resemble sex differences in height: highly overlapping, but distinct, male and female population distributions that vary continuously between female- and male- biased extremes. A consequence of this variance is that sex-specific treatments are rendered unrealistic, and our translational goal should be adaptation of treatment to the unique mix of sex-biased mechanisms that are present in each patient. To develop a tool that could advance this goal, we applied a Bayesian Nearest Neighbor (BNN) analysis to 8370 cancer transcriptomes from 26 different adult and 4 different pediatric cancer types to establish patient-specific Transcriptomic Sex Indices (TSI). TSI precisely partitions an individual patient's whole transcriptome into female- and male- biased components such that cancer type, patient sex, and transcriptomics, provide a novel and patient-specific mechanistic identifier that can be used for sex-adapted, precision cancer treatment planning.
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Affiliation(s)
- Wei Yang
- Department of Genetics, Washington University School of Medicine, St. Louis, MO 63110
| | - Joshua B Rubin
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO 63110
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20
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Tiberi J, Cesarini V, Stefanelli R, Canterini S, Fiorenza MT, Rosa PL. Sex differences in antioxidant defence and the regulation of redox homeostasis in physiology and pathology. Mech Ageing Dev 2023; 211:111802. [PMID: 36958540 DOI: 10.1016/j.mad.2023.111802] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 03/14/2023] [Accepted: 03/20/2023] [Indexed: 03/25/2023]
Abstract
Reactive oxygen species (ROS) is a term that defines a group of unstable compounds derived from exogenous sources or endogenous metabolism. Under physiological conditions, low levels of ROS play a key role in the regulation of signal transduction- or transcription-mediated cellular responses. In contrast, excessive and uncontrolled loading of ROS results in a pathological state known as oxidative stress (OS), a leading contributor to aging and a pivotal factor for the onset and progression of many disorders. Evolution has endowed cells with an antioxidant system involved in stabilizing ROS levels to a specific threshold, preserving ROS-induced signalling function and limiting negative side effects. In mammals, a great deal of evidence indicates that females defence against ROS is more proficient than males, determining a longer lifespan and lower incidence of most chronic diseases. In this review, we will summarize the most recent sex-related differences in the regulation of redox homeostasis. We will highlight the peculiar aspects of the antioxidant defence in sex-biased diseases whose onset or progression is driven by OS, and we will discuss the molecular, genetic, and evolutionary determinants of female proficiency to cope with ROS.
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Affiliation(s)
- Jessica Tiberi
- Division of Neuroscience, Department of Psychology, Sapienza University of Rome, Rome, Italy; PhD program in Behavioral Neuroscience, Sapienza University of Rome, Rome, Italy
| | - Valeriana Cesarini
- Department of Biomedicine Institute of Translational Pharmacology (IFT), National Research Council (CNR), Rome, Italy
| | - Roberta Stefanelli
- Division of Neuroscience, Department of Psychology, Sapienza University of Rome, Rome, Italy
| | - Sonia Canterini
- Division of Neuroscience, Department of Psychology, Sapienza University of Rome, Rome, Italy; European Center for Brain Research, IRCCS Fondazione Santa Lucia, Rome, Italy
| | - Maria Teresa Fiorenza
- Division of Neuroscience, Department of Psychology, Sapienza University of Rome, Rome, Italy; European Center for Brain Research, IRCCS Fondazione Santa Lucia, Rome, Italy
| | - Piergiorgio La Rosa
- Division of Neuroscience, Department of Psychology, Sapienza University of Rome, Rome, Italy; European Center for Brain Research, IRCCS Fondazione Santa Lucia, Rome, Italy.
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21
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Cardano M, Magni M, Alfieri R, Chan SY, Sabbioneda S, Buscemi G, Zannini L. Sex specific regulation of TSPY-Like 2 in the DNA damage response of cancer cells. Cell Death Dis 2023; 14:197. [PMID: 36918555 PMCID: PMC10015022 DOI: 10.1038/s41419-023-05722-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 02/28/2023] [Accepted: 03/02/2023] [Indexed: 03/16/2023]
Abstract
Females have a lower probability to develop somatic cancers and a better response to chemotherapy than males. However, the reasons for these differences are still not well understood. The X-linked gene TSPY-Like 2 (TSPYL2) encodes for a putative tumor suppressor protein involved in cell cycle regulation and DNA damage response (DDR) pathways. Here, we demonstrate that in unstressed conditions TSPYL2 is maintained at low levels by MDM2-dependent ubiquitination and proteasome degradation. Upon genotoxic stress, E2F1 promotes TSPYL2 expression and protein accumulation in non-transformed cell lines. Conversely, in cancer cells, TSPYL2 accumulates only in females or in those male cancer cells that lost the Y-chromosome during the oncogenic process. Hence, we demonstrate that while TSPYL2 mRNA is induced in all the tested tumor cell lines after DNA damage, TSPYL2 protein stability is increased only in female cancer cells. Indeed, we found that TSPYL2 accumulation, in male cancer cells, is prevented by the Y-encoded protein SRY, which modulates MDM2 protein levels. In addition, we demonstrated that TSPYL2 accumulation is required to sustain cell growth arrest after DNA damage, possibly contributing to protect normal and female cancer cells from tumor progression. Accordingly, TSPYL2 has been found more frequently mutated in female-specific cancers. These findings demonstrate for the first time a sex-specific regulation of TSPYL2 in the DDR of cancer cells and confirm the existence of sexual dimorphism in DNA surveillance pathways.
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Affiliation(s)
- Miriana Cardano
- Istituto di Genetica Molecolare, Consiglio Nazionale delle Ricerche (IGM-CNR), 27100, Pavia, Italy
| | - Martina Magni
- Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, 20133, Milan, Italy
| | - Roberta Alfieri
- Istituto di Genetica Molecolare, Consiglio Nazionale delle Ricerche (IGM-CNR), 27100, Pavia, Italy
| | - Siu Yuen Chan
- Department of Paediatrics and Adolescent Medicine, The University of Hong-Kong, Hong-Kong SAR, China
| | - Simone Sabbioneda
- Istituto di Genetica Molecolare, Consiglio Nazionale delle Ricerche (IGM-CNR), 27100, Pavia, Italy
| | - Giacomo Buscemi
- Istituto di Genetica Molecolare, Consiglio Nazionale delle Ricerche (IGM-CNR), 27100, Pavia, Italy
| | - Laura Zannini
- Istituto di Genetica Molecolare, Consiglio Nazionale delle Ricerche (IGM-CNR), 27100, Pavia, Italy.
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22
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Colopi A, Fuda S, Santi S, Onorato A, Cesarini V, Salvati M, Balistreri CR, Dolci S, Guida E. Impact of age and gender on glioblastoma onset, progression, and management. Mech Ageing Dev 2023; 211:111801. [PMID: 36996926 DOI: 10.1016/j.mad.2023.111801] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 03/06/2023] [Accepted: 03/20/2023] [Indexed: 03/30/2023]
Abstract
Glioblastoma (GBM) is the most common primary malignant brain tumor in adults, while its frequency in pediatric patients is 10-15%. For this reason, age is considered one of the major risk factors for the development of GBM, as it correlates with cellular aging phenomena involving glial cells and favoring the process of tumor transformation. Gender differences have been also identified, as the incidence of GBM is higher in males than in females, coupled with a worse outcome. In this review, we analyze age- and gender- dependent differences in GBM onset, mutational landscape, clinical manifestations, and survival, according to the literature of the last 20 years, focusing on the major risk factors involved in tumor development and on the mutations and gene alterations most frequently found in adults vs young patients and in males vs females. We then highlight the impact of age and gender on clinical manifestations and tumor localization and their involvement in the time of diagnosis and in determining the tumor prognostic value.
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Affiliation(s)
- Ambra Colopi
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Serena Fuda
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Samuele Santi
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Angelo Onorato
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Valeriana Cesarini
- Department of Biomedicine, Institute of Translational Pharmacology-CNR, Rome, Italy
| | - Maurizio Salvati
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Carmela Rita Balistreri
- Cellular and Molecular Laboratory, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), University of Palermo, Corso Tukory 211, 90134 Palermo, Italy
| | - Susanna Dolci
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy.
| | - Eugenia Guida
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy.
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Abstract
Sex differences play a large role in oncology. It has long been discussed that the incidence of different types of tumors varies by sex, and this holds in neuro-oncology. There are also profound survival sex differences, biologic factors, and treatment effects. This review aims to summarize some of the main sex differences observed in primary brain tumors and goes on to focus specifically on gliomas and meningiomas, as these are two commonly encountered primary brain tumors in clinical practice. Additionally, considerations unique to female individuals, including pregnancy and breastfeeding, are explored. This review sheds light on many of the unique attributes that must be considered when diagnosing and treating female patients with primary brain tumors in clinical practice.
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Affiliation(s)
- Lauren Singer
- Department of Neurology, Malnati Brain Tumor Institute at the Robert H. Lurie Comprehensive Cancer Center, The Feinberg School of Medicine/Northwestern University, 675 North Saint Clair Street, Suite 20-100, Chicago, IL 60611, USA.
| | - Ditte Primdahl
- Department of Neurology, Malnati Brain Tumor Institute at the Robert H. Lurie Comprehensive Cancer Center, The Feinberg School of Medicine/Northwestern University, 675 North Saint Clair Street, Suite 20-100, Chicago, IL 60611, USA
| | - Priya Kumthekar
- Department of Neurology, Malnati Brain Tumor Institute at the Robert H. Lurie Comprehensive Cancer Center, The Feinberg School of Medicine/Northwestern University, 675 North Saint Clair Street, Suite 20-100, Chicago, IL 60611, USA
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Qin S, Yuan Y, Liu H, Pu Y, Chen K, Wu Y, Su Z. Identification and characterization of sex-dependent gene expression profile in glioblastoma. Neuropathology 2023; 43:72-83. [PMID: 35789505 DOI: 10.1111/neup.12845] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 05/02/2022] [Accepted: 06/06/2022] [Indexed: 02/04/2023]
Abstract
Glioblastoma (GBM) is the most lethal primary tumor in the human brain and lacks favorable treatment options. Sex differences in the outcome of GBM are broadly acknowledged, but the underlying molecular mechanisms remain largely unknown. To identify the sex-dependent critical genes in the progression of GBM, raw data from several microarray datasets with the same array platform were downloaded from the Gene Expression Omnibus (GEO) database. These datasets included tumorous and normal tissue from patients with GBM and crucial sex features. Then, the differentially expressed genes (DEGs) in female and male tumors were identified via bioinformatics analysis, respectively. Functional signatures of the identified DEGs were further annotated by Gene Ontology (GO) and pathway enrichment analyses. Venn diagram and functional protein-protein interaction (PPI) network analyses were performed to screen out the sex-specific DEGs. Survival analysis of patients with differences in the expression level of selected genes was then carried out using the data from The Cancer Genome Atlas (TCGA). Here, we showed that ECT2, AURKA, TYMS, CDK1, NCAPH, CENPU, OIP5, KIF14, ASPM, FBXO5, SGOL2, CASC5, SHCBP1, FN1, LOX, IGFBP3, CSPG4, and CD44 were enriched in female tumor samples, whereas TNFSF13B, CXCL10, CXCL8, CXCR4, TLR2, CCL2, and FCGR2A were enriched in male tumor samples. Among these key genes, interestingly, ECT2 was associated with increased an survival rate for female patients, whileTNFSF13B could be regarded as a potential marker of poor prognosis in male patients. These results suggested that sex differences in patients may be attributed to the heterogeneous gene activity, which might influence the oncogenesis and the outcomes of GBM.
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Affiliation(s)
- Shangyao Qin
- Institute of Neuroscience, Key Laboratory of Molecular Neurobiology of Ministry of Education and the Collaborative Innovation Center for Brain Science, Naval Medical University, Shanghai, China
| | - Yimin Yuan
- Institute of Neuroscience, Key Laboratory of Molecular Neurobiology of Ministry of Education and the Collaborative Innovation Center for Brain Science, Naval Medical University, Shanghai, China
| | - Hong Liu
- Institute of Neuroscience, Key Laboratory of Molecular Neurobiology of Ministry of Education and the Collaborative Innovation Center for Brain Science, Naval Medical University, Shanghai, China
| | - Yingyan Pu
- Institute of Neuroscience, Key Laboratory of Molecular Neurobiology of Ministry of Education and the Collaborative Innovation Center for Brain Science, Naval Medical University, Shanghai, China
| | - Kefu Chen
- Institute of Neuroscience, Key Laboratory of Molecular Neurobiology of Ministry of Education and the Collaborative Innovation Center for Brain Science, Naval Medical University, Shanghai, China
| | - Yulong Wu
- Institute of Neuroscience, Key Laboratory of Molecular Neurobiology of Ministry of Education and the Collaborative Innovation Center for Brain Science, Naval Medical University, Shanghai, China
| | - Zhida Su
- Institute of Neuroscience, Key Laboratory of Molecular Neurobiology of Ministry of Education and the Collaborative Innovation Center for Brain Science, Naval Medical University, Shanghai, China
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25
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Carlos-Escalante JA, Mejía-Pérez SI, Soto-Reyes E, Guerra-Calderas L, Cacho-Díaz B, Torres-Arciga K, Montalvo-Casimiro M, González-Barrios R, Reynoso-Noverón N, Ruiz-de la Cruz M, Díaz-Velásquez CE, Vidal-Millán S, Álvarez-Gómez RM, Sánchez-Correa TE, Pech-Cervantes CH, Soria-Lucio JA, Pérez-Castillo A, Salazar AM, Arriaga-Canon C, Vaca-Paniagua F, González-Arenas A, Ostrosky-Wegman P, Mohar-Betancourt A, Herrera LA, Corona T, Wegman-Ostrosky T. Deep DNA sequencing of MGMT, TP53 and AGT in Mexican astrocytoma patients identifies an excess of genetic variants in women and a predictive biomarker. J Neurooncol 2023; 161:165-174. [PMID: 36525166 DOI: 10.1007/s11060-022-04214-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Accepted: 12/07/2022] [Indexed: 12/23/2022]
Abstract
PURPOSE Astrocytomas are a type of malignant brain tumor with an unfavorable clinical course. The impact of AGT and MGMT somatic variants in the prognosis of astrocytoma is unknown, and it is controversial for TP53. Moreover, there is a lack of knowledge regarding the molecular characteristics of astrocytomas in Mexican patients. METHODS We studied 48 Mexican patients, men and women, with astrocytoma (discovery cohort). We performed DNA deep sequencing in tumor samples, targeting AGT, MGMT and TP53, and we studied MGMT gene promoter methylation status. Then we compared our findings to a cohort which included data from patients with astrocytoma from The Cancer Genome Atlas (validation cohort). RESULTS In the discovery cohort, we found a higher number of somatic variants in AGT and MGMT than in the validation cohort (10.4% vs < 1%, p < 0.001), and, in both cohorts, we observed only women carried variants AGT variants. We also found that the presence of either MGMT variant or promoter methylation was associated to better survival and response to chemotherapy, and, in conjunction with TP53 variants, to progression-free survival. CONCLUSIONS The occurrence of AGT variants only in women expands our knowledge about the molecular differences in astrocytoma between men and women. The increased prevalence of AGT and MGMT variants in the discovery cohort also points towards possible distinctions in the molecular landscape of astrocytoma among populations. Our findings warrant further study.
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Affiliation(s)
| | - Sonia Iliana Mejía-Pérez
- Departamento de Enseñanza, Instituto Nacional de Neurología y Neurocirugía "Manuel Velasco Suárez", 14269, Mexico City, Mexico
| | - Ernesto Soto-Reyes
- Departamento de Ciencias Naturales, Universidad Autónoma Metropolitana-Cuajimalpa, 05370, Mexico City, Mexico
| | - Lissania Guerra-Calderas
- Departamento de Ciencias Naturales, Universidad Autónoma Metropolitana-Cuajimalpa, 05370, Mexico City, Mexico
| | - Bernardo Cacho-Díaz
- Unidad de Neuro-Oncología, Instituto Nacional de Cancerología, 14080, Mexico City, Mexico
| | - Karla Torres-Arciga
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología-Instituto de Investigaciones Biomédicas, UNAM, 14080, Mexico City, Mexico
| | - Michel Montalvo-Casimiro
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología-Instituto de Investigaciones Biomédicas, UNAM, 14080, Mexico City, Mexico
| | - Rodrigo González-Barrios
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología-Instituto de Investigaciones Biomédicas, UNAM, 14080, Mexico City, Mexico
| | - Nancy Reynoso-Noverón
- Dirección de Investigación, Instituto Nacional de Cancerología, 14080, Mexico City, Mexico
| | - Miguel Ruiz-de la Cruz
- Unidad de Biomedicina, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, 54090, Tlalnepantla, Mexico
- Departamento de Infectómica y Patogénsis Molecular, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), 07360, Mexico City, Mexico
| | - Clara Estela Díaz-Velásquez
- Unidad de Biomedicina, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, 54090, Tlalnepantla, Mexico
- Laboratorio Nacional en Salud: Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, 54090, Tlalnepantla, Mexico
| | - Silvia Vidal-Millán
- Clínica de Cáncer Hereditario, Instituto Nacional de Cancerología, 14080, Mexico City, Mexico
| | | | - Thalía Estefanía Sánchez-Correa
- Departamento de Neurocirugía, Instituto Nacional de Neurología y Neurocirugía "Manuel Velasco Suarez", 14269, Mexico City, Mexico
| | - Claudio Hiram Pech-Cervantes
- Departamento de Neurocirugía, Instituto Nacional de Neurología y Neurocirugía "Manuel Velasco Suarez", 14269, Mexico City, Mexico
| | - José Antonio Soria-Lucio
- Departamento de Traumatología y Ortopedia, Hospital General Regional #2, Instituto Mexicano del Seguro Social, 14310, Mexico City, Mexico
| | - Areli Pérez-Castillo
- Departamento de Cirugía, Hospital General Regional #1, Instituto Mexicano del Seguro Social, 61303, Charo, Mexico
| | - Ana María Salazar
- Departamento de Medicina Genómica y Toxicología Ambiental, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, 04510, Mexico City, Mexico
| | - Cristian Arriaga-Canon
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología-Instituto de Investigaciones Biomédicas, UNAM, 14080, Mexico City, Mexico
| | - Felipe Vaca-Paniagua
- Unidad de Biomedicina, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, 54090, Tlalnepantla, Mexico
- Subdirección de Investigación Básica, Instituto Nacional de Cancerología, 14080, Mexico City, Mexico
- Laboratorio Nacional en Salud: Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, 54090, Tlalnepantla, Mexico
| | - Aliesha González-Arenas
- Departamento de Medicina Genómica y Toxicología Ambiental, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, 04510, Mexico City, Mexico
| | - Patricia Ostrosky-Wegman
- Departamento de Medicina Genómica y Toxicología Ambiental, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, 04510, Mexico City, Mexico
| | - Alejandro Mohar-Betancourt
- Unidad de Epidemiología e Investigación Biomédica en Cáncer, Instituto de Investigaciones Biomédicas, UNAM-INCAN, 14080, Mexico City, Mexico
| | - Luis A Herrera
- Dirección General, Instituto Nacional de Medicina Genómica (INMEGEN), 14610, Mexico City, Mexico
| | - Teresa Corona
- Laboratorio Clínico de Enfermedades Neurodegenerativas, Instituto Nacional de Neurología y Neurocirugía, "Manuel Velasco Suárez", 14269, Mexico City, Mexico
- División de Estudios de Posgrado, Facultad de Medicina, Universidad Nacional Autónoma de México, 04510, Mexico City, Mexico
| | - Talia Wegman-Ostrosky
- Subdirección de Investigación Básica, Instituto Nacional de Cancerología, 14080, Mexico City, Mexico.
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Moss RM, Sorajja N, Mills LJ, Moertel CL, Hoang TT, Spector LG, Largaespada DA, Williams LA. Sex differences in methylation profiles are apparent in medulloblastoma, particularly among SHH tumors. Front Oncol 2023; 13:1113121. [PMID: 37035203 PMCID: PMC10080161 DOI: 10.3389/fonc.2023.1113121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 03/15/2023] [Indexed: 04/11/2023] Open
Abstract
Background Medulloblastoma, the most common malignant pediatric brain tumor, displays marked sex differences in prevalence of the four main molecular subgroups: SHH, WNT, Group 3 and Group 4. Males are more frequently diagnosed with SHH, Group 3 and 4 tumors, which have worse prognoses than WNT tumors. Little is known about sex differences in methylation profiles within subgroups. Methods Using publicly available methylation data (Illumina HumanMethylation450K array), we compared beta values for males versus females. Differentially methylated positions (DMP) by sex within medulloblastoma subgroups were identified on the autosomes. DMPs were mapped to genes and Reactome pathway analysis was run by subgroup. Kaplan-Meier survival curves (Log-Rank p-values) were assessed for each sex within subgroup. MethylCIBERSORT was used to investigate the tumor microenvironment using deconvolution to estimate the abundances of immune cell types using DNA methylation data. Results There were statistically significant differences in sex by medulloblastoma subgroups (chi-squared p-value=0.00004): Group 3 (n=144; 65% male), Group 4 (n=326; 67% male), SHH (n=223; 57% male) and WNT (n=70; 41% male). Females had worse survival than males for SHH (p-value=0.02). DMPs by sex were identified within subgroups: SHH (n=131), Group 4 (n=29), Group 3 (n=19), and WNT (n=16) and validated in an independent dataset. Unsupervised hierarchical clustering showed that sex-DMPs in SHH did not correlate with other tumor attributes. Ten genes with sex DMPs (RFTN1, C1orf103, FKBP1B, COL25A1, NPDC1, B3GNT1, FOXN3, RNASEH2C, TLE1, and PHF17) were shared across subgroups. Significant pathways (p<0.05) associated with DMPs were identified for SHH (n=22) and Group 4 (n=4) and included signaling pathways for RET proto-oncogene, advanced glycosylation end product receptor, regulation of KIT, neurotrophic receptors, NOTCH, and TGF-β. In SHH, we identified DMPs in four genes (CDK6, COL25A1, MMP16, PRIM2) that encode proteins which are the target of therapies in clinical trials for other cancers. There were few sex differences in immune cell composition within tumor subgroups. Conclusion There are sexually dimorphic methylation profiles for SHH medulloblastoma where survival differences were observed. Sex-specific therapies in medulloblastoma may impact outcomes.
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Affiliation(s)
- Rachel M. Moss
- Division of Epidemiology & Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States
- Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, MN, United States
| | - Natali Sorajja
- Division of Epidemiology & Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States
- Macalester College, St. Paul, MN, United States
| | - Lauren J. Mills
- Division of Epidemiology & Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, United States
| | - Christopher L. Moertel
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, United States
- Pediatric Hematology and Oncology, Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States
- Brain Tumor Program, University of Minnesota, Minneapolis, MN, United States
| | - Thanh T. Hoang
- Department of Pediatrics, Division of Hematology-Oncology, Baylor College of Medicine, Houston, TX, United States
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, United States
- Cancer and Hematology Center, Texas Children’s Hospital, Houston, TX, United States
| | - Logan G. Spector
- Division of Epidemiology & Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, United States
| | - David A. Largaespada
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, United States
- Brain Tumor Program, University of Minnesota, Minneapolis, MN, United States
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States
- Department of Genetics, Cell Biology and Development, University of Minnesota School of Medicine, Minneapolis, MN, United States
- Center for Genome Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Lindsay A. Williams
- Division of Epidemiology & Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, United States
- Brain Tumor Program, University of Minnesota, Minneapolis, MN, United States
- *Correspondence: Lindsay A. Williams,
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27
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Blockage of Autophagy Increases Timosaponin AIII-Induced Apoptosis of Glioma Cells In Vitro and In Vivo. Cells 2022; 12:cells12010168. [PMID: 36611961 PMCID: PMC9818637 DOI: 10.3390/cells12010168] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 12/27/2022] [Accepted: 12/28/2022] [Indexed: 01/03/2023] Open
Abstract
Timosaponin AIII (TSAIII), a saponin isolated from Anemarrhena asphodeloides and used in traditional Chinese medicine, exerts antitumor, anti-inflammatory, anti-angiogenesis, and pro-apoptotic activity on a variety of tumor cells. This study investigated the antitumor effects of TSAIII and the underlying mechanisms in human glioma cells in vitro and in vivo. TSAIII significantly inhibited glioma cell viability in a dose- and time-dependent manner but did not affect the growth of normal astrocytes. We also observed that in both glioma cell lines, TSAIII induces cell death and mitochondrial dysfunction, consistent with observed increases in the protein expression of cleaved-caspase-3, cleaved-caspase-9, cleaved-PARP, cytochrome c, and Mcl-1. TSAIII also activated autophagy, as indicated by increased accumulation of the autophagosome markers p62 and LC3-II and the autolysosome marker LAMP1. LC3 silencing, as well as TSAIII combined with the autophagy inhibitor 3-methyladenine (3MA), increased apoptosis in GBM8401 cells. TSAIII inhibited tumor growth in xenografts and in an orthotopic GBM8401 mice model in vivo. These results demonstrate that TSAIII exhibits antitumor effects and may hold potential as a therapy for glioma.
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28
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Sponagel J, Jones JK, Frankfater C, Zhang S, Tung O, Cho K, Tinkum KL, Gass H, Nunez E, Spitz DR, Chinnaiyan P, Schaefer J, Patti GJ, Graham MS, Mauguen A, Grkovski M, Dunphy MP, Krebs S, Luo J, Rubin JB, Ippolito JE. Sex differences in brain tumor glutamine metabolism reveal sex-specific vulnerabilities to treatment. MED 2022; 3:792-811.e12. [PMID: 36108629 PMCID: PMC9669217 DOI: 10.1016/j.medj.2022.08.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 07/08/2022] [Accepted: 08/22/2022] [Indexed: 01/12/2023]
Abstract
BACKGROUND Brain cancer incidence and mortality rates are greater in males. Understanding the molecular mechanisms that underlie those sex differences could improve treatment strategies. Although sex differences in normal metabolism are well described, it is currently unknown whether they persist in cancerous tissue. METHODS Using positron emission tomography (PET) imaging and mass spectrometry, we assessed sex differences in glioma metabolism in samples from affected individuals. We assessed the role of glutamine metabolism in male and female murine transformed astrocytes using isotope labeling, metabolic rescue experiments, and pharmacological and genetic perturbations to modulate pathway activity. FINDINGS We found that male glioblastoma surgical specimens are enriched for amino acid metabolites, including glutamine. Fluoroglutamine PET imaging analyses showed that gliomas in affected male individuals exhibit significantly higher glutamine uptake. These sex differences were well modeled in murine transformed astrocytes, in which male cells imported and metabolized more glutamine and were more sensitive to glutaminase 1 (GLS1) inhibition. The sensitivity to GLS1 inhibition in males was driven by their dependence on glutamine-derived glutamate for α-ketoglutarate synthesis and tricarboxylic acid (TCA) cycle replenishment. Females were resistant to GLS1 inhibition through greater pyruvate carboxylase (PC)-mediated TCA cycle replenishment, and knockdown of PC sensitized females to GLS1 inhibition. CONCLUSION Our results show that clinically important sex differences exist in targetable elements of metabolism. Recognition of sex-biased metabolism may improve treatments through further laboratory and clinical research. FUNDING This work was supported by NIH grants, Joshua's Great Things, the Siteman Investment Program, and the Barnard Research Fund.
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Affiliation(s)
- Jasmin Sponagel
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Jill K Jones
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Cheryl Frankfater
- Department of Radiology, Washington University School of Medicine, St. Louis, MO 63110, USA; Biomedical Mass Spectrometry Resource, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Shanshan Zhang
- Department of Radiology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Olivia Tung
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Kevin Cho
- Department of Chemistry, Washington University, St. Louis, MO 63130, USA; Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Kelsey L Tinkum
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Hannah Gass
- Department of Radiology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Elena Nunez
- Department of Radiology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Douglas R Spitz
- Free Radical and Radiation Biology Program, Department of Radiation Oncology, University of Iowa, Iowa City, IA 52246, USA; Holden Comprehensive Cancer Center, Department of Pathology, University of Iowa, Iowa City, IA 52246, USA
| | - Prakash Chinnaiyan
- Department of Radiation Oncology, Beaumont Health, Royal Oak, MI 48073, USA; Oakland University William Beaumont School of Medicine, Rochester, MI 48073, USA
| | - Jacob Schaefer
- Department of Chemistry, Washington University, St. Louis, MO 63130, USA
| | - Gary J Patti
- Department of Chemistry, Washington University, St. Louis, MO 63130, USA; Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA; Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Maya S Graham
- Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Audrey Mauguen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Milan Grkovski
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Mark P Dunphy
- Department of Radiology, Molecular Imaging and Therapy Service, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Department of Radiology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Simone Krebs
- Department of Radiology, Molecular Imaging and Therapy Service, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Department of Radiology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Jingqin Luo
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Joshua B Rubin
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110, USA; Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA; Department of Neuroscience, Washington University School of Medicine, St. Louis, MO 63110, USA.
| | - Joseph E Ippolito
- Department of Radiology, Washington University School of Medicine, St. Louis, MO 63110, USA; Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA; Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO 63110, USA.
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Perdyan A, Lawrynowicz U, Horbacz M, Kaminska B, Mieczkowski J. Integration of single-cell RNA sequencing and spatial transcriptomics to reveal the glioblastoma heterogeneity. F1000Res 2022; 11:1180. [PMID: 36875988 PMCID: PMC9978243 DOI: 10.12688/f1000research.126243.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/27/2023] [Indexed: 08/12/2023] Open
Abstract
Glioblastoma (GBM), a deadly brain tumor, is still one of a few lasting challenges of contemporary oncology. Current therapies fail to significantly improve patient survival due to GBM tremendous genetic, transcriptomic, immunological, and sex-dependent heterogeneity. Over the years, clinical differences between males and females were characterized. For instance, higher incidence of GBM in males or distinct responses to cancer chemotherapy and immunotherapy between males and females have been noted. Despite the introduction of single-cell RNA sequencing and spatial transcriptomics, these differences were not further investigated as studies were focused only on revealing the general picture of GBM heterogeneity. Hence, in this mini-review, we summarized the current state of knowledge on GBM heterogeneity revealed by single-cell RNA sequencing and spatial transcriptomics with regard to genetics, immunology, and sex-dependent differences. Additionally, we highlighted future research directions which would fill the gap of knowledge on the impact of patient's sex on the disease outcome.
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Affiliation(s)
- Adrian Perdyan
- 3P-Medicine Laboratory, Medical University of Gdansk, Gdansk, Poland
| | - Urszula Lawrynowicz
- 3P-Medicine Laboratory, Medical University of Gdansk, Gdansk, Poland
- Department of Medical Immunology, Medical University of Gdansk, Gdansk, Poland
| | - Monika Horbacz
- 3P-Medicine Laboratory, Medical University of Gdansk, Gdansk, Poland
| | | | - Jakub Mieczkowski
- 3P-Medicine Laboratory, Medical University of Gdansk, Gdansk, Poland
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30
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Perdyan A, Lawrynowicz U, Horbacz M, Kaminska B, Mieczkowski J. Integration of single-cell RNA sequencing and spatial transcriptomics to reveal the glioblastoma heterogeneity. F1000Res 2022; 11:1180. [PMID: 36875988 PMCID: PMC9978243 DOI: 10.12688/f1000research.126243.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/06/2022] [Indexed: 11/20/2022] Open
Abstract
Glioblastoma (GBM), a deadly brain tumor, is still one of the few lasting challenges of contemporary oncology. Current therapies fail to significantly improve patient survival due to GBM's tremendous genetic, transcriptomic, immunological, and sex-dependent heterogeneity. Over the years, clinical differences between males and females were characterized. For instance, higher incidence of GBM in males or distinct responses to cancer chemotherapy and immunotherapy between males and females have been noted. However, despite the introduction of single-cell RNA sequencing and spatial transcriptomics, these differences were not further investigated as studies were focused only on exposing the general picture of GBM heterogeneity. Hence, in this study, we summarized the current state of knowledge on GBM heterogeneity exposed by single-cell RNA sequencing and spatial transcriptomics with regard to genetics, immunology, and sex-dependent differences. Additionally, we highlighted future research directions which would fill the gap of knowledge on the impact of patient's sex on the disease outcome.
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Affiliation(s)
- Adrian Perdyan
- 3P-Medicine Laboratory, Medical University of Gdansk, Gdansk, Poland
| | - Urszula Lawrynowicz
- 3P-Medicine Laboratory, Medical University of Gdansk, Gdansk, Poland
- Department of Medical Immunology, Medical University of Gdansk, Gdansk, Poland
| | - Monika Horbacz
- 3P-Medicine Laboratory, Medical University of Gdansk, Gdansk, Poland
| | | | - Jakub Mieczkowski
- 3P-Medicine Laboratory, Medical University of Gdansk, Gdansk, Poland
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31
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Evidence of Sex Differences in Cellular Senescence. Neurobiol Aging 2022; 120:88-104. [DOI: 10.1016/j.neurobiolaging.2022.08.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 08/30/2022] [Accepted: 08/30/2022] [Indexed: 11/20/2022]
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32
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Broestl L, Warrington NM, Grandison L, Abou-Antoun T, Tung O, Shenoy S, Tallman MM, Rhee G, Yang W, Sponagel J, Yang L, Kfoury-Beaumont N, Hill CM, Qanni SA, Mao DD, Kim AH, Stewart SA, Venere M, Luo J, Rubin JB. Gonadal sex patterns p21-induced cellular senescence in mouse and human glioblastoma. Commun Biol 2022; 5:781. [PMID: 35918603 PMCID: PMC9345919 DOI: 10.1038/s42003-022-03743-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 07/20/2022] [Indexed: 01/10/2023] Open
Abstract
Males exhibit higher incidence and worse prognosis for the majority of cancers, including glioblastoma (GBM). Disparate survival may be related to sex-biased responses to treatment, including radiation. Using a mouse model of GBM, we show that female cells are more sensitive to radiation, and that senescence represents a major component of the radiation therapeutic response in both sexes. Correlation analyses revealed that the CDK inhibitor p21 and irradiation induced senescence were differentially regulated between male and female cells. Indeed, female cellular senescence was more sensitive to changes in p21 levels, a finding that was observed in wildtype and transformed murine astrocytes, as well as patient-derived GBM cell lines. Using a novel Four Core Genotypes model of GBM, we further show that sex differences in p21-induced senescence are patterned during early development by gonadal sex. These data provide a rationale for the further study of sex differences in radiation response and how senescence might be enhanced for radiation sensitization. The determination that p21 and gonadal sex are required for sex differences in radiation response will serve as a foundation for these future mechanistic studies.
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Affiliation(s)
- Lauren Broestl
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Nicole M Warrington
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Lucia Grandison
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Tamara Abou-Antoun
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Olivia Tung
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Saraswati Shenoy
- Brown School, Washington University in St. Louis, St. Louis, MO, USA
| | - Miranda M Tallman
- Department of Radiation Oncology, James Cancer Hospital and Comprehensive Cancer Center, The Ohio State University Wexner School of Medicine, Columbus, OH, USA
- Biomedical Sciences Graduate Program, The Ohio State University, Columbus, OH, USA
| | - Gina Rhee
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Wei Yang
- Department of Genetics, Washington University School of Medicine, St. Louis, MO, USA
| | - Jasmin Sponagel
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Lihua Yang
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Najla Kfoury-Beaumont
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
- Department of Neurological Surgery, University of California San Diego, La Jolla, CA, USA
| | - Cameron M Hill
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Sulaiman A Qanni
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Diane D Mao
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Albert H Kim
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Sheila A Stewart
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
- Department of Cell Biology and Physiology, Washington University School of Medicine, St. Louis, MO, USA
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- ICCE Institute, Washington University School of Medicine, St. Louis, MO, USA
| | - Monica Venere
- Department of Radiation Oncology, James Cancer Hospital and Comprehensive Cancer Center, The Ohio State University Wexner School of Medicine, Columbus, OH, USA
| | - Jingqin Luo
- Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Joshua B Rubin
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA.
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA.
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33
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Łysiak M, Trybuła M, Mudaisi M, Bratthäll C, Strandeus M, Milos P, Hallbeck M, Malmström A. The sex-dependent role of the androgen receptor in glioblastoma: results of molecular analyses. Mol Oncol 2022; 16:3436-3451. [PMID: 35661403 PMCID: PMC9533693 DOI: 10.1002/1878-0261.13262] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 04/21/2022] [Accepted: 06/03/2022] [Indexed: 11/22/2022] Open
Abstract
We sought to analyse the androgen receptor (AR) in glioblastoma (GBM) due to the location of the AR gene on chromosome X, often reported with shorter survival and higher prevalence of GBM among males. Copy number (CN) and mRNA expression of AR were tested with droplet digital PCR in 91 fresh‐frozen GBM samples and 170 formalin‐fixed, paraffin‐embedded samples collected at Linköping University Hospital. The fresh‐frozen cohort was also subjected to pyrosequencing methylation analysis of 17 CpG sites in the AR promoter. Additionally, the gene expression of AR was analysed in the fresh‐frozen cohort and The Cancer Genome Atlas (TCGA) cohort of isocitrate dehydrogenase wild‐type primary GBM (135 females and 219 males). The association of AR expression and overall survival (OS) was tested with Kaplan–Meier log rank analysis after dichotomisation by maximally selected rank statistics. We found that AR CN alterations were more common in female GBM. AR gene expression correlated with methylation levels of different CpG sites in males and females but there was no difference in expression between sexes. Survival analysis of TCGA cohort revealed the opposite effect of AR overexpression on OS of males and females, with high AR expression correlating with shorter OS in females and longer OS in males. Additional gene set enrichment analysis showed that AR expression correlated with DNA repair response, especially in the male group. In summary, we found that high AR gene expression in GBM exhibits sex‐dependent effects on patient survival, which, for males, is linked to DNA repair response.
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Affiliation(s)
- Małgorzata Łysiak
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Małgorzata Trybuła
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.,Department of Pharmaceutical Biochemistry, Poznan University of Medical Sciences, Poznań, Poland
| | - Munila Mudaisi
- Department of Oncology, Linköping University Hospital, Linköping, Sweden
| | | | | | - Peter Milos
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.,Department of Neurosurgery, Linköping University Hospital, Linköping, Sweden
| | - Martin Hallbeck
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.,Department of Clinical Pathology, Linköping University Hospital, Linköping, Sweden
| | - Annika Malmström
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.,Department of Advanced Home Care, Linköping University, Linköping, Sweden
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Opattova A, Langie SAS, Milic M, Collins A, Brevik A, Coskun E, Dusinska M, Gaivão I, Kadioglu E, Laffon B, Marcos R, Pastor S, Slyskova J, Smolkova B, Szilágyi Z, Valdiglesias V, Vodicka P, Volkovova K, Bonassi S, Godschalk RWL. A pooled analysis of molecular epidemiological studies on modulation of DNA repair by host factors. MUTATION RESEARCH. GENETIC TOXICOLOGY AND ENVIRONMENTAL MUTAGENESIS 2022; 876-877:503447. [PMID: 35483778 DOI: 10.1016/j.mrgentox.2022.503447] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 12/06/2021] [Accepted: 01/10/2022] [Indexed: 02/09/2023]
Abstract
Levels of DNA damage represent the dynamics between damage formation and removal. Therefore, to better interpret human biomonitoring studies with DNA damage endpoints, an individual's ability to recognize and properly remove DNA damage should be characterized. Relatively few studies have included DNA repair as a biomarker and therefore, assembling and analyzing a pooled database of studies with data on base excision repair (BER) was one of the goals of hCOMET (EU-COST CA15132). A group of approximately 1911 individuals, was gathered from 8 laboratories which run population studies with the comet-based in vitro DNA repair assay. BER incision activity data were normalized and subsequently correlated with various host factors. BER was found to be significantly higher in women. Although it is generally accepted that age is inversely related to DNA repair, no overall effect of age was found, but sex differences were most pronounced in the oldest quartile (>61 years). No effect of smoking or occupational exposures was found. A body mass index (BMI) above 25 kg/m2 was related to higher levels of BER. However, when BMI exceeded 35 kg/m2, repair incision activity was significantly lower. Finally, higher BER incision activity was related to lower levels of DNA damage detected by the comet assay in combination with formamidopyrimidine DNA glycosylase (Fpg), which is in line with the fact that oxidatively damaged DNA is repaired by BER. These data indicate that BER plays a role in modulating the steady-state level of DNA damage that is detected in molecular epidemiological studies and should therefore be considered as a parallel endpoint in future studies.
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Affiliation(s)
- Alena Opattova
- Department of the Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, 14200, Czech Republic; Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, Prague, 12800, Czech Republic; Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, 306 05, Czech Republic
| | - Sabine A S Langie
- Department of Pharmacology & Toxicology, School for Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, the Netherlands
| | - Mirta Milic
- Mutagenesis Unit, Institute for Medical Research and Occupational Health, Zagreb, Croatia
| | | | - Asgeir Brevik
- Oslo Metropolitan University, Faculty of Health Sciences, PO Box 4, St. Olavs plass, 0130, Oslo, Norway
| | - Erdem Coskun
- Gazi University, Faculty of Pharmacy, Department of Toxicology, Etiler, Ankara, 06330, Turkey
| | - Maria Dusinska
- Health Effects Laboratory, Department of Environmental Chemistry, Norwegian Institute for Air Research (NILU), 2002, Kjeller, Norway
| | - Isabel Gaivão
- Genetics and Biotechnology Department and Veterinary and Animal Research Centre (CECAV), Universidade de Trás-os-Montes e Alto Douro, Vila Real, Portugal
| | - Ela Kadioglu
- Gazi University, Faculty of Pharmacy, Department of Toxicology, Etiler, Ankara, 06330, Turkey
| | - Blanca Laffon
- Instituto de Investigación Biomédica de A Coruña (INIBIC), AE CICA-INIBIC. Oza, 15071, A Coruña, Spain; Universidade da Coruña, Grupo DICOMOSA, Centro de Investigaciones Científicas Avanzadas (CICA), Departamento de Psicología, Facultad de Ciencias de la Educación, Campus Elviña s/n, 15071, A Coruña, Spain
| | - Ricard Marcos
- Group of Mutagenesis, Department of Genetics and Microbiology, Faculty of Biosciences, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, Spain
| | - Susana Pastor
- Group of Mutagenesis, Department of Genetics and Microbiology, Faculty of Biosciences, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, Spain
| | - Jana Slyskova
- Department of the Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, 14200, Czech Republic
| | - Bozena Smolkova
- Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, 84505, Bratislava, Slovakia
| | - Zsófia Szilágyi
- Department of Non-ionizing Radiation, National Public Health Center, H-1221, Budapest, Hungary
| | - Vanessa Valdiglesias
- Instituto de Investigación Biomédica de A Coruña (INIBIC), AE CICA-INIBIC. Oza, 15071, A Coruña, Spain; Universidade da Coruña, Grupo DICOMOSA, Centro de Investigaciones Científicas Avanzadas (CICA), Departamento de Biología, Facultad de Ciencias, Campus A Zapateira s/n, 15071, A Coruña, Spain
| | - Pavel Vodicka
- Department of the Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, 14200, Czech Republic; Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, Prague, 12800, Czech Republic; Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, 306 05, Czech Republic
| | - Katarina Volkovova
- Department of Biology, Faculty of Medicine, Slovak Medical University, 833 03, Bratislava, Slovakia
| | - Stefano Bonassi
- Unit of Clinical and Molecular Epidemiology, IRCCS, San Raffaele Pisana, Rome, Italy; Department of Human Sciences and Quality of Life Promotion, San Raffaele University, Rome, Italy
| | - Roger W L Godschalk
- Department of Pharmacology & Toxicology, School for Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, the Netherlands.
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35
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Sex disparities in DNA damage response pathways: Novel determinants in cancer formation and therapy. iScience 2022; 25:103875. [PMID: 35243237 PMCID: PMC8858993 DOI: 10.1016/j.isci.2022.103875] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
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36
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Lee J, Troike K, Fodor R, Lathia JD. Unexplored Functions of Sex Hormones in Glioblastoma Cancer Stem Cells. Endocrinology 2022; 163:bqac002. [PMID: 35023543 PMCID: PMC8807164 DOI: 10.1210/endocr/bqac002] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Indexed: 01/14/2023]
Abstract
Biological sex impacts a wide array of molecular and cellular functions that impact organismal development and can influence disease trajectory in a variety of pathophysiological states. In nonreproductive cancers, epidemiological sex differences have been observed in a series of tumors, and recent work has identified previously unappreciated sex differences in molecular genetics and immune response. However, the extent of these sex differences in terms of drivers of tumor growth and therapeutic response is less clear. In glioblastoma (GBM), the most common primary malignant brain tumor, there is a male bias in incidence and outcome, and key genetic and epigenetic differences, as well as differences in immune response driven by immune-suppressive myeloid populations, have recently been revealed. GBM is a prototypic tumor in which cellular heterogeneity is driven by populations of therapeutically resistant cancer stem cells (CSCs) that underlie tumor growth and recurrence. There is emerging evidence that GBM CSCs may show a sex difference, with male tumor cells showing enhanced self-renewal, but how sex differences impact CSC function is not clear. In this mini-review, we focus on how sex hormones may impact CSCs in GBM and implications for other cancers with a pronounced CSC population. We also explore opportunities to leverage new models to better understand the contribution of sex hormones vs sex chromosomes to CSC function. With the rising interest in sex differences in cancer, there is an immediate need to understand the extent to which sex differences impact tumor growth, including effects on CSC function.
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Affiliation(s)
- Juyeun Lee
- Department of Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic
| | - Katie Troike
- Department of Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University
| | - R’ay Fodor
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University
| | - Justin D Lathia
- Department of Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University
- Rose Ella Burkhardt Brain Tumor and Neuro-Oncology Center, Cleveland Clinic
- Case Comprehensive Cancer Center
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37
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Moore KJ, Moertel CL, Williams LA. Young adult males have worse survival than females that is largely independent of treatment received for many types of central nervous system tumors: A National Cancer Database analysis. Cancer 2022; 128:1616-1625. [PMID: 35132626 DOI: 10.1002/cncr.34120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 12/06/2021] [Accepted: 12/20/2021] [Indexed: 11/10/2022]
Abstract
BACKGROUND Central nervous system (CNS) tumors rank among the top 5 cancers diagnosed in young adults aged 20 to 39 years at diagnosis and show a clear male excess in incidence. It is unknown whether sex differences in survival persist across histologic types and depend on the treatment received. METHODS From the National Cancer Database (2004-2016), young adults (aged 20-39 years) who had been diagnosed with CNS tumors were identified. Hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated as measures of association between sex and death via Cox regression. An inverse odds weighting mediation analysis was performed with treatment received as a mediator. RESULTS There were 47,560 cases (47% male). Males had worse overall survival than females for 9 of 16 histologic types, including diffuse astrocytoma, glioblastoma, and meningioma (all P < .05). Males had an increased risk of death after a brain tumor diagnosis overall (HR, 1.47; 95% CI, 1.41-1.53) and for 8 histologies. There was a significant association between male sex and death overall that was mediated by treatment received (indirect-effect HR, 1.17; 95% CI, 1.15-1.18), but no single histology had a significant indirect effect. All histologies examined in mediation analyses had significant direct effects for sex. The excess mortality due to sex was 20% for all CNS tumors combined and 34% among males with CNS tumors. CONCLUSIONS Overall, treatment received may mediate a portion of the association between sex and death after a CNS tumor, but sex itself appears to be a stronger risk factor for death in this study.
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Affiliation(s)
- Kristin J Moore
- Program in Health Disparities Research, University of Minnesota Medical School, University of Minnesota, Minneapolis, Minnesota
| | - Christopher L Moertel
- Pediatric Hematology and Oncology, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota.,Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota.,Brain Tumor Program, University of Minnesota, Minneapolis, Minnesota
| | - Lindsay A Williams
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota.,Brain Tumor Program, University of Minnesota, Minneapolis, Minnesota.,Division of Epidemiology and Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
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Monterroso P, Moore KJ, Sample JM, Sorajja N, Domingues A, Williams LA. Racial/ethnic and sex differences in young adult malignant brain tumor incidence by histologic type. Cancer Epidemiol 2022; 76:102078. [PMID: 34896933 PMCID: PMC8792328 DOI: 10.1016/j.canep.2021.102078] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 11/26/2021] [Accepted: 11/29/2021] [Indexed: 02/08/2023]
Abstract
BACKGROUND Brain tumors are among the top four cancers in young adults. We assessed important windows of tumor development and examined the interplay of race/ethnicity, age, and sex in young adult brain tumor incidence. METHODS Using SEER 18 data (2000-2017), incidence rates were estimated by Poisson regression in individuals aged 20-39 years at diagnosis. Incidence rate ratios (IRR) and 95% confidence intervals (95% CI) were estimated by race/ethnicity, sex and age for 12 malignant histologies. RESULTS White incidence for all histologies was higher (White vs. Black IRR: 2.09, 95% CI: 1.94, 2.24; White vs Asian Pacific Islander IRR: 1.88, 95% CI: 1.75, 2.03; White vs Hispanic IRR: 1.70, 95% CI: 1.62, 1.78; White vs American Indian IRR: 1.40, 95% CI: 1.14, 1.73). Minority groups had higher lymphoma incidence (White vs Black IRR: 0.32, 95% CI: 0.25, 0.40, White vs Hispanic HR: 0.55, 95% CI: 0.44, 0.68). Males had higher incidence than females for all histologies (IRR: 1.36, 95% CI: 1.31, 1.41). Male rates were highest for lymphoma (male-to-female [MF] IRR: 2.00, 95% CI: 1.65, 2.42) and glioblastoma (MF IRR: 1.61, 95% CI: 1.48, 1.75). The male excess in incidence was similar by race/ethnicity and increased with age (20-24-year-old IRR: 1.18, 95% CI: 1.07, 1.29; 35-39-year-old IRR: 1.44, 95% CI: 1.35, 1.54). CONCLUSIONS A White race and male incidence excess was observed among brain tumors. IMPACT The male excess was similar by race/ethnicity and increased with age suggesting male sex may be an intrinsic risk factor for brain tumor development.
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Affiliation(s)
- Pablo Monterroso
- Macalester College, St. Paul, Minnesota, USA; Division of Epidemiology and Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Kristin J Moore
- Program in Health Disparities Research, University of Minnesota Medical School, University of Minnesota, Minneapolis, MN, USA
| | - Jeannette M Sample
- Division of Epidemiology and Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Natali Sorajja
- Macalester College, St. Paul, Minnesota, USA; Division of Epidemiology and Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Allison Domingues
- Division of Epidemiology and Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Lindsay A Williams
- Division of Epidemiology and Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA; Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA; Brain Tumor Program, University of Minnesota, Minneapolis, MN, USA.
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The spectrum of sex differences in cancer. Trends Cancer 2022; 8:303-315. [PMID: 35190302 PMCID: PMC8930612 DOI: 10.1016/j.trecan.2022.01.013] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 01/08/2022] [Accepted: 01/20/2022] [Indexed: 02/07/2023]
Abstract
Sex differences in cellular and systems biology have been evolutionarily selected to optimize reproductive success in all species with little (sperm) and big (ova) gamete producers. They are evident from the time of fertilization and accrue throughout development through genetic, epigenetic, and circulating sex hormone-dependent mechanisms. Among other effects, they significantly impact on chromatin organization, metabolism, cell cycle regulation, immunity, longevity, and cancer risk and survival. Sex differences in cancer should be expected and accounted for in basic, translational, and clinical oncology research.
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Sex Differences in Glioblastoma—Findings from the Swedish National Quality Registry for Primary Brain Tumors between 1999–2018. J Clin Med 2022; 11:jcm11030486. [PMID: 35159938 PMCID: PMC8837060 DOI: 10.3390/jcm11030486] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/05/2022] [Accepted: 01/14/2022] [Indexed: 02/01/2023] Open
Abstract
Sex disparities in glioblastoma (GBM) have received increasing attention. Sex-related differences for several molecular markers have been reported, which could impact on clinical factors and outcomes. We therefore analyzed data on all patients with GBM reported to the Swedish National Quality Registry for Primary Brain Tumors, according to sex, with a focus on prognostic factors and survival. All glioma patients registered during 20 years, from 1 January 1999 until 31 December 2018, with SNOMED codes 94403, 94413, and 94423, were analyzed. Chi2-test, log-rank test, and Kaplan–Meier analyses were performed. We identified 5243 patients, of which 2083 were females and 3160 males, resulting in a ratio of 1:1.5. We found sex related differences, with women having diagnostic surgery at a significantly higher age (p = 0.001). Women were also reported to have a worse preoperative performance status (PPS) (<0.001). There was no gender difference for the type of surgery performed. For women with radical surgery, overall survival was slightly better than for men (p = 0.045). The time period did not influence survival, neither for 1999–2005 nor 2006–2018, after temozolomide treatment was introduced (p = 0.35 and 0.10, respectively). In the multivariate analysis including sex, age, surgery, and PPS, a survival advantage was noted for women, but this was not clinically relevant (HR = 0.92, p = 0.006). For patients with GBM; sex-related differences in clinical factors could be identified in a population-based cohort. In this dataset, for survival, the only advantage noted was for women who had undergone radical surgery, although this was clinically almost negligible.
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The effect of levetiracetam treatment on survival in patients with glioblastoma: a systematic review and meta-analysis. J Neurooncol 2022; 156:257-267. [PMID: 34982371 DOI: 10.1007/s11060-021-03940-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 12/28/2021] [Indexed: 01/07/2023]
Abstract
BACKGROUND Levetiracetam (LEV) is an anti-epileptic drug (AED) that sensitizes glioblastoma (GBM) to temozolomide (TMZ) chemotherapy by inhibiting O6-methylguanine-DNA methyltransferase (MGMT) expression. Adding LEV to the standard of care (SOC) for GBM may improve TMZ efficacy. This study aimed to pool the existing evidence in the literature to quantify LEV's effect on GBM survival and characterize its safety profile to determine whether incorporating LEV into the SOC is warranted. METHOD A search of CINAHL, Embase, PubMed, and Web of Science from inception to May 2021 was performed to identify relevant articles. Hazard ratios (HR), median overall survival, and adverse events were pooled using random-effect models. Meta-regression, funnel plots, and the Newcastle-Ottawa Scale were utilized to identify sources of heterogeneity, bias, and statistical influence. RESULTS From 20 included studies, 5804 GBM patients underwent meta-analysis, of which 1923 (33%) were treated with LEV. Administration of LEV did not significantly improve survival in the entire patient population (HR 0.89, p = 0.094). Significant heterogeneity was observed during pooling of HRs (I2 = 75%, p < 0.01). Meta-regression determined that LEV treatment effect decreased with greater rates of MGMT methylation (RC = 0.03, p = 0.02) and increased with greater proportions of female patients (RC = - 0.05, p = 0.002). Concurrent LEV with the SOC for GBM did not increase odds of adverse events relative to other AEDs. CONCLUSIONS Levetiracetam treatment may not be effective for all GBM patients. Instead, LEV may be better suited for treating specific molecular profiles of GBM. Further studies are necessary to identify optimal GBM candidates for LEV.
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Shireman JM, Ammanuel S, Eickhoff JC, Dey M. Sexual dimorphism of the immune system predicts clinical outcomes in glioblastoma immunotherapy: A systematic review and meta-analysis. Neurooncol Adv 2022; 4:vdac082. [PMID: 35821678 PMCID: PMC9268746 DOI: 10.1093/noajnl/vdac082] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Background Biological differences based on sex have been documented throughout the scientific literature. Glioblastoma (GBM), the most common primary malignant brain tumor in adults, has a male sex incidence bias, however, no clinical trial data examining differential effects of treatment between sexes currently exists. Method We analyzed genomic data, as well as clinical trials, to delineate the effect of sex on the immune system and GBM outcome following immunotherapy. Results We found that in general females possess enriched immunological signatures on gene set enrichment analysis, which also stratified patient survival when delineated by sex. Female GBM patients treated with immunotherapy had a statistically significant survival advantage at the 1-year compared to males (relative risk [RR] = 1.15; P = .0241). This effect was even more pronounced in vaccine-based immunotherapy (RR = 1.29; P = .0158). Conclusions Our study shows a meaningful difference in the immunobiology between males and females that also influences the overall response to immunotherapy in the setting of GBM.
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Affiliation(s)
- Jack M Shireman
- Department of Neurosurgery, University of Wisconsin School of Medicine and Public Health, UW Carbone Cancer Center, Madison, Wisconsin, USA
| | - Simon Ammanuel
- Department of Neurosurgery, University of Wisconsin School of Medicine and Public Health, UW Carbone Cancer Center, Madison, Wisconsin, USA
| | - Jens C Eickhoff
- Department of Biostatistics and Medical Informatics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Mahua Dey
- Department of Neurosurgery, University of Wisconsin School of Medicine and Public Health, UW Carbone Cancer Center, Madison, Wisconsin, USA
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Rockwell NC, Yang W, Warrington NM, Staller MV, Griffith M, Griffith OL, Gurnett CA, Cohen BA, Baldridge D, Rubin JB. Sex- and mutation-specific p53 gain-of-function activity in gliomagenesis. CANCER RESEARCH COMMUNICATIONS 2021; 1:148-163. [PMID: 34957471 PMCID: PMC8694557 DOI: 10.1158/2767-9764.crc-21-0026] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
In cancer, missense mutations in the DNA-binding domain of TP53 are common. They abrogate canonical p53 activity and frequently confer gain-of-oncogenic function (GOF) through localization of transcriptionally active mutant p53 to non-canonical genes. We found that several recurring p53 mutations exhibit a sex difference in frequency in patients with glioblastoma (GBM). In vitro and in vivo analysis of three mutations, p53R172H, p53Y202C, and p53Y217C revealed unique interactions between cellular sex and p53 GOF mutations that determined each mutation's ability to transform male versus female primary mouse astrocytes. These phenotypic differences were correlated with sex- and p53 mutation- specific patterns of genomic localization to the transcriptional start sites of upregulated genes belonging to core cancer pathways. The promoter regions of these genes exhibited a sex difference in enrichment for different transcription factor DNA-binding motifs. Together, our data establish a novel mechanism for sex specific mutant p53 GOF activity in GBM with implications for all cancer.
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Affiliation(s)
- Nathan C. Rockwell
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Wei Yang
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri
| | - Nicole M. Warrington
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Max V. Staller
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri
- Center for Computational Biology, University of California, Berkeley, Berkeley, California
| | - Malachi Griffith
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri
- McDonnell Genome Institute, Washington University School of Medicine, St. Louis, Missouri
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri
| | - Obi L. Griffith
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri
- McDonnell Genome Institute, Washington University School of Medicine, St. Louis, Missouri
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri
| | - Christina A. Gurnett
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri
| | - Barak A. Cohen
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri
- The Edison Family Center for Genome Sciences and Systems Biology, Washington University in St. Louis School of Medicine, St. Louis, Missouri
| | - Dustin Baldridge
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Joshua B. Rubin
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
- Department of Neuroscience, Washington University School of Medicine, St Louis, Missouri
- Corresponding Author: Joshua B. Rubin, Washington University in St. Louis, Campus Box 8208, 660 South Euclid Avenue, St. Louis, MO 63110. Phone: 314-286-2790; E-mail:
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Liu H, Qiu W, Sun T, Wang L, Du C, Hu Y, Liu W, Feng F, Chen Y, Sun H. Therapeutic strtegies of glioblastoma (GBM): The current advances in the molecular targets and bioactive small molecule compounds. Acta Pharm Sin B 2021; 12:1781-1804. [PMID: 35847506 PMCID: PMC9279645 DOI: 10.1016/j.apsb.2021.12.019] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 12/02/2021] [Accepted: 12/21/2021] [Indexed: 12/13/2022] Open
Abstract
Glioblastoma (GBM) is the most common aggressive malignant tumor in brain neuroepithelial tumors and remains incurable. A variety of treatment options are currently being explored to improve patient survival, including small molecule inhibitors, viral therapies, cancer vaccines, and monoclonal antibodies. Among them, the unique advantages of small molecule inhibitors have made them a focus of attention in the drug discovery of glioblastoma. Currently, the most used chemotherapeutic agents are small molecule inhibitors that target key dysregulated signaling pathways in glioblastoma, including receptor tyrosine kinase, PI3K/AKT/mTOR pathway, DNA damage response, TP53 and cell cycle inhibitors. This review analyzes the therapeutic benefit and clinical development of novel small molecule inhibitors discovered as promising anti-glioblastoma agents by the related targets of these major pathways. Meanwhile, the recent advances in temozolomide resistance and drug combination are also reviewed. In the last part, due to the constant clinical failure of targeted therapies, this paper reviewed the research progress of other therapeutic methods for glioblastoma, to provide patients and readers with a more comprehensive understanding of the treatment landscape of glioblastoma.
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45
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Venere M, Lathia JD. All Damage Is Not Created Equal: Unraveling the Complexity of Sex Chromosomes and Hormones in the DNA Damage Response. Endocrinology 2021; 162:6383446. [PMID: 34618897 PMCID: PMC8557843 DOI: 10.1210/endocr/bqab213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Indexed: 11/30/2022]
Affiliation(s)
- Monica Venere
- Department of Radiation Oncology, The Ohio State University, Columbus, OH, USA
| | - Justin D Lathia
- Department of Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland, OH, USA
- Case Comprehensive Cancer Center, Cleveland, OH, USA
- Correspondence: Justin D. Lathia, PhD, Department of Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Ave, NC10, Cleveland, OH 44195, USA.
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Garcia CA, Bhargav AG, Brooks M, Suárez-Meade P, Mondal SK, Zarco N, ReFaey K, Jentoft M, Middlebrooks EH, Snuderl M, Carrano A, Guerrero-Cazares H, Schiapparelli P, Sarabia-Estrada R, Quiñones-Hinojosa A. Functional Characterization of Brain Tumor-Initiating Cells and Establishment of GBM Preclinical Models that Incorporate Heterogeneity, Therapy, and Sex Differences. Mol Cancer Ther 2021; 20:2585-2597. [PMID: 34465594 PMCID: PMC8687628 DOI: 10.1158/1535-7163.mct-20-0547] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Revised: 03/09/2021] [Accepted: 08/23/2021] [Indexed: 11/16/2022]
Abstract
Glioblastoma (GBM) is the most common primary brain cancer in adults where tumor cell heterogeneity and sex differences influence clinical outcomes. Here, we functionally characterize three male and three female patient-derived GBM cell lines, identify protumorigenic BTICs, and create novel male and female preclinical models of GBM. Cell lines were evaluated on the following features: proliferation, stemness, migration, tumorigenesis, clinical characteristics, and sensitivity to radiation, TMZ, rhTNFSF10 (rhTRAIL), and rhBMP4 All cell lines were classified as GBM according to epigenetic subtyping, were heterogenous and functionally distinct from one another, and re-capitulated features of the original patient tumor. In establishing male and female preclinical models, it was found that two male-derived GBM cell lines (QNS108 and QNS120) and one female-derived GBM cell line (QNS315) grew at a faster rate in female mice brains. One male-derived GBM cell line (QNS108) decreased survival in female mice in comparison with male mice. However, no survival differences were observed for mice injected with a female-derived cell line (QNS315). In summary, a panel of six GBM patient-derived cell lines were functionally characterized, and it was shown that BTIC lines can be used to construct sex-specific models with differential phenotypes for additional studies.
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Affiliation(s)
- Cesar A Garcia
- Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida
- Brain Tumor Stem Cell Laboratory, Mayo Clinic, Jacksonville, Florida
| | - Adip G Bhargav
- Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida
- Brain Tumor Stem Cell Laboratory, Mayo Clinic, Jacksonville, Florida
- Mayo Clinic Alix School of Medicine, Mayo Clinic, Rochester, Minnesota
| | - Mieu Brooks
- Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida
- Brain Tumor Stem Cell Laboratory, Mayo Clinic, Jacksonville, Florida
| | - Paola Suárez-Meade
- Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida
- Brain Tumor Stem Cell Laboratory, Mayo Clinic, Jacksonville, Florida
| | - Sujan K Mondal
- Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida
- Brain Tumor Stem Cell Laboratory, Mayo Clinic, Jacksonville, Florida
| | - Natanael Zarco
- Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida
- Neurogenesis and Brain Tumors Laboratory, Mayo Clinic, Jacksonville, Florida
| | - Karim ReFaey
- Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida
| | - Mark Jentoft
- Department of Pathology, Mayo Clinic, Jacksonville, Florida
| | - Erik H Middlebrooks
- Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida
- Department of Radiology, Mayo Clinic, Jacksonville, Florida
| | - Matija Snuderl
- Department of Pathology, NYU Langone Health, New York, New York
| | - Anna Carrano
- Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida
- Neurogenesis and Brain Tumors Laboratory, Mayo Clinic, Jacksonville, Florida
| | - Hugo Guerrero-Cazares
- Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida
- Neurogenesis and Brain Tumors Laboratory, Mayo Clinic, Jacksonville, Florida
| | - Paula Schiapparelli
- Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida
- Brain Tumor Stem Cell Laboratory, Mayo Clinic, Jacksonville, Florida
| | - Rachel Sarabia-Estrada
- Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida
- Brain Tumor Stem Cell Laboratory, Mayo Clinic, Jacksonville, Florida
| | - Alfredo Quiñones-Hinojosa
- Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida.
- Brain Tumor Stem Cell Laboratory, Mayo Clinic, Jacksonville, Florida
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Abstract
Significant sex differences exist across cellular, tissue organization, and body system scales to serve the distinct sex-specific functions required for reproduction. They are present in all animals that reproduce sexually and have widespread impacts on normal development, aging, and disease. Observed from the moment of fertilization, sex differences are patterned by sexual differentiation, a lifelong process that involves mechanisms related to sex chromosome complement and the epigenetic and acute activational effects of sex hormones. In this mini-review, we examine evidence for sex differences in cellular responses to DNA damage, their underlying mechanisms, and how they might relate to sex differences in cancer incidence and response to DNA-damaging treatments.
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Affiliation(s)
- Lauren Broestl
- Department of Pediatrics, Washington University School of Medicine, St Louis, MO, USA
| | - Joshua B Rubin
- Department of Pediatrics, Washington University School of Medicine, St Louis, MO, USA
- Department of Neuroscience, Washington University School of Medicine, St Louis, MO, USA
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48
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Khan MT, Prajapati B, Lakhina S, Sharma M, Prajapati S, Chosdol K, Sinha S. Identification of Gender-Specific Molecular Differences in Glioblastoma (GBM) and Low-Grade Glioma (LGG) by the Analysis of Large Transcriptomic and Epigenomic Datasets. Front Oncol 2021; 11:699594. [PMID: 34621669 PMCID: PMC8491982 DOI: 10.3389/fonc.2021.699594] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 08/25/2021] [Indexed: 12/16/2022] Open
Abstract
Differences in the incidence and outcome of glioma between males and females are well known, being more striking for glioblastoma (GB) than low-grade glioma (LGG). The extensive and well-annotated data in publicly available databases enable us to analyze the molecular basis of these differences at a global level. Here, we have analyzed The Cancer Genome Atlas (TCGA) and Chinese Glioma Genome Atlas (CGGA) databases to identify molecular indicators for these gender-based differences by different methods. Based on the nature of data available/accessible, the transcriptomic profile was studied in TCGA by using DeSeq2 and in CGGA by T-test, after correction based. Only IDH1 wild-type tumors were studied in CGGA. Using weighted gene co-expression network analysis (WGCNA), network analysis was done, followed by the assessment of modular differential connectivity. Differentially affected signaling pathways were identified. The gender-based effects of differentially expressed genes on survival were determined. DNA methylation was studied as an indicator of gender-based epigenetic differences. The results clearly showed gender-based differences in both GB and LGG, whatever method or database was used. While there were differences in the results obtained between databases and methods used, some major signaling pathways such as Wnt signaling and pathways involved in immune processes and the adaptive immune response were common to different assessments. There was also a differential gender-based influence of several genes on survival. Also, the autosomal genes NOX, FRG1BP, and AL354714.2 and X-linked genes such as PUDP, KDM6A, DDX3X, and SYAP1 had differential DNA methylation and expression profile in male and female GB, while for LGG, these included autosomal genes such as CNIH3 and ANKRD11 and X-linked genes such as KDM6A, MAOB, and EIF2S3. Some, such as FGF13 and DDX3X, have earlier been shown to have a role in tumor behavior, though their dimorphic effects in males and females have not been identified. Our study thus identifies several crucial differences between male and female glioma, which could be validated further. It also highlights that molecular studies without consideration of gender can obscure critical elements of biology and emphasizes the importance of parallel but separate analyses of male and female glioma.
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Affiliation(s)
- Md Tipu Khan
- Department of Cellular and Molecular Neuroscience, National Brain Research Centre (NBRC), Manesar, India
| | - Bharat Prajapati
- Department of Cellular and Molecular Neuroscience, National Brain Research Centre (NBRC), Manesar, India.,Department of Medical Biochemistry and Cell Biology, The Sahlgrenska Academy, Institute of Biomedicine, University of Gothenburg, Gothenburg, Sweden
| | - Simran Lakhina
- Department of Biochemistry, All India Institute of Medical Science, Delhi, India
| | - Mridula Sharma
- Department of Biochemistry, All India Institute of Medical Science, Delhi, India
| | - Sachin Prajapati
- Department of Biochemistry, All India Institute of Medical Science, Delhi, India
| | - Kunzang Chosdol
- Department of Biochemistry, All India Institute of Medical Science, Delhi, India
| | - Subrata Sinha
- Department of Cellular and Molecular Neuroscience, National Brain Research Centre (NBRC), Manesar, India.,Department of Biochemistry, All India Institute of Medical Science, Delhi, India
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Abstract
Cellular heterogeneity and an immunosuppressive tumour microenvironment are independent yet synergistic drivers of tumour progression and underlie therapeutic resistance. Recent studies have highlighted the complex interaction between these cell-intrinsic and cell-extrinsic mechanisms. The reciprocal communication between cancer stem cells (CSCs) and infiltrating immune cell populations in the tumour microenvironment is a paradigm for these interactions. In this Perspective, we discuss the signalling programmes that simultaneously induce CSCs and reprogramme the immune response to facilitate tumour immune evasion, metastasis and recurrence. We further highlight biological factors that can impact the nature of CSC-immune cell communication. Finally, we discuss targeting opportunities for simultaneous regulation of the CSC niche and immunosurveillance.
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Affiliation(s)
- Defne Bayik
- Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Case Comprehensive Cancer Center, Cleveland, OH, USA
| | - Justin D Lathia
- Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA.
- Case Comprehensive Cancer Center, Cleveland, OH, USA.
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50
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Carrano A, Juarez JJ, Incontri D, Ibarra A, Cazares HG. Sex-Specific Differences in Glioblastoma. Cells 2021; 10:cells10071783. [PMID: 34359952 PMCID: PMC8303471 DOI: 10.3390/cells10071783] [Citation(s) in RCA: 65] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 07/08/2021] [Accepted: 07/09/2021] [Indexed: 12/13/2022] Open
Abstract
Sex differences have been well identified in many brain tumors. Even though glioblastoma (GBM) is the most common primary malignant brain tumor in adults and has the worst outcome, well-established differences between men and women are limited to incidence and outcome. Little is known about sex differences in GBM at the disease phenotype and genetical/molecular level. This review focuses on a deep understanding of the pathophysiology of GBM, including hormones, metabolic pathways, the immune system, and molecular changes, along with differences between men and women and how these dimorphisms affect disease outcome. The information analyzed in this review shows a greater incidence and worse outcome in male patients with GBM compared with female patients. We highlight the protective role of estrogen and the upregulation of androgen receptors and testosterone having detrimental effects on GBM. Moreover, hormones and the immune system work in synergy to directly affect the GBM microenvironment. Genetic and molecular differences have also recently been identified. Specific genes and molecular pathways, either upregulated or downregulated depending on sex, could potentially directly dictate GBM outcome differences. It appears that sexual dimorphism in GBM affects patient outcome and requires an individualized approach to management considering the sex of the patient, especially in relation to differences at the molecular level.
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Affiliation(s)
- Anna Carrano
- Department of Neurologic Surgery, Mayo Clinic, Jacksonville, FL 32224, USA;
| | - Juan Jose Juarez
- Centro de Investigación en Ciencias de la Salud (CICSA), FCS, Universidad Anáhuac México Campus Norte, Huixquilucan 52786, Edo. de México, Mexico; (J.J.J.); (D.I.); (A.I.)
| | - Diego Incontri
- Centro de Investigación en Ciencias de la Salud (CICSA), FCS, Universidad Anáhuac México Campus Norte, Huixquilucan 52786, Edo. de México, Mexico; (J.J.J.); (D.I.); (A.I.)
| | - Antonio Ibarra
- Centro de Investigación en Ciencias de la Salud (CICSA), FCS, Universidad Anáhuac México Campus Norte, Huixquilucan 52786, Edo. de México, Mexico; (J.J.J.); (D.I.); (A.I.)
| | - Hugo Guerrero Cazares
- Department of Neurologic Surgery, Mayo Clinic, Jacksonville, FL 32224, USA;
- Correspondence:
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