1
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van Dijk AD, Hoff FW, Qiu Y, Hubner SE, Go RL, Ruvolo VR, Leonti AR, Gerbing RB, Gamis AS, Aplenc R, Kolb EA, Alonzo TA, Meshinchi S, de Bont ESJM, Horton TM, Kornblau SM. Chromatin Profiles Are Prognostic of Clinical Response to Bortezomib-Containing Chemotherapy in Pediatric Acute Myeloid Leukemia: Results from the COG AAML1031 Trial. Cancers (Basel) 2024; 16:1448. [PMID: 38672531 PMCID: PMC11048007 DOI: 10.3390/cancers16081448] [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: 02/22/2024] [Revised: 04/01/2024] [Accepted: 04/03/2024] [Indexed: 04/28/2024] Open
Abstract
The addition of the proteasome inhibitor bortezomib to standard chemotherapy did not improve survival in pediatric acute myeloid leukemia (AML) when all patients were analyzed as a group in the Children's Oncology Group phase 3 trial AAML1031 (NCT01371981). Proteasome inhibition influences the chromatin landscape and proteostasis, and we hypothesized that baseline proteomic analysis of histone- and chromatin-modifying enzymes (HMEs) would identify AML subgroups that benefitted from bortezomib addition. A proteomic profile of 483 patients treated with AAML1031 chemotherapy was generated using a reverse-phase protein array. A relatively high expression of 16 HME was associated with lower EFS and higher 3-year relapse risk after AML standard treatment compared to low expressions (52% vs. 29%, p = 0.005). The high-HME profile correlated with more transposase-accessible chromatin, as demonstrated via ATAC-sequencing, and the bortezomib addition improved the 3-year overall survival compared with standard therapy (62% vs. 75%, p = 0.033). These data suggest that there are pediatric AML populations that respond well to bortezomib-containing chemotherapy.
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Affiliation(s)
- Anneke D. van Dijk
- Division of Pediatric Oncology and Hematology, Department of Pediatrics, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (F.W.H.)
- Department of Leukemia, M.D. Anderson Cancer Center, The University of Texas, Houston, TX 78712, USA
| | - Fieke W. Hoff
- Division of Pediatric Oncology and Hematology, Department of Pediatrics, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (F.W.H.)
- Department of Leukemia, M.D. Anderson Cancer Center, The University of Texas, Houston, TX 78712, USA
| | - Yihua Qiu
- Department of Leukemia, M.D. Anderson Cancer Center, The University of Texas, Houston, TX 78712, USA
| | - Stefan E. Hubner
- Department of Leukemia, M.D. Anderson Cancer Center, The University of Texas, Houston, TX 78712, USA
| | - Robin L. Go
- Department of Leukemia, M.D. Anderson Cancer Center, The University of Texas, Houston, TX 78712, USA
| | - Vivian R. Ruvolo
- Department of Molecular Therapy and Hematology, M.D. Anderson Cancer Center, The University of Texas, Houston, TX 78712, USA
| | - Amanda R. Leonti
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | | | - Alan S. Gamis
- Department of Hematology-Oncology, Children’s Mercy Hospitals and Clinics, Kansas City, MO 64108, USA
| | - Richard Aplenc
- Division of Pediatric Oncology and Stem Cell Transplant, Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Edward A. Kolb
- Nemours Center for Cancer and Blood Disorders, Alfred I. DuPont Hospital for Children, Wilmington, DE 19803, USA
| | - Todd A. Alonzo
- COG Statistics and Data Center, Monrovia, CA 91016, USA
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90007, USA
| | - Soheil Meshinchi
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Eveline S. J. M. de Bont
- Division of Pediatric Oncology and Hematology, Department of Pediatrics, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (F.W.H.)
| | - Terzah M. Horton
- Texas Children’s Cancer and Hematology Centers, Baylor College of Medicine, Houston, TX 77030, USA
| | - Steven M. Kornblau
- Department of Leukemia, M.D. Anderson Cancer Center, The University of Texas, Houston, TX 78712, USA
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2
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Hoff FW, Qiu Y, Brown BD, Gerbing RB, Leonti AR, Ries RE, Gamis AS, Aplenc R, Kolb EA, Alonzo TA, Meshinchi S, Jenkins GN, Horton T, Kornblau SM. Valosin-containing protein (VCP/p97) is prognostically unfavorable in pediatric AML, and negatively correlates with unfolded protein response proteins IRE1 and GRP78: A report from the Children's Oncology Group. Proteomics Clin Appl 2023; 17:e2200109. [PMID: 37287368 PMCID: PMC10700663 DOI: 10.1002/prca.202200109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 04/25/2023] [Accepted: 05/25/2023] [Indexed: 06/09/2023]
Abstract
PURPOSE The endoplasmic reticulum (ER) is the major site of protein synthesis and folding in the cell. ER-associated degradation (ERAD) and unfolded protein response (UPR) are the main mechanisms of ER-mediated cell stress adaptation. Targeting the cell stress response is a promising therapeutic approach in acute myeloid leukemia (AML). EXPERIMENTAL DESIGN Protein expression levels of valosin-containing protein (VCP), a chief element of ERAD, were measured in peripheral blood samples from in 483 pediatric AML patients using reverse phase protein array methodology. Patients participated in the Children's Oncology Group AAML1031 phase 3 clinical trial that randomized patients to standard chemotherapy (cytarabine (Ara-C), daunorubicin, and etoposide [ADE]) versus ADE plus bortezomib (ADE+BTZ). RESULTS Low-VCP expression was significantly associated with favorable 5-year overall survival (OS) rate compared to middle-high-VCP expression (81% versus 63%, p < 0.001), independent of additional bortezomib treatment. Multivariable Cox regression analysis identified VCP as independent predictor of clinical outcome. UPR proteins IRE1 and GRP78 had significant negative correlation with VCP. Five-year OS in patients characterized by low-VCP, moderately high-IRE1 and high-GRP78 improved after treatment with ADE+BTZ versus ADE (66% versus 88%, p = 0.026). CONCLUSION AND CLINICAL RELEVANCE Our findings suggest the potential of the protein VCP as biomarker in prognostication prediction in pediatric AML.
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Affiliation(s)
- Fieke W. Hoff
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Yihua Qiu
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Brandon D. Brown
- Department of Pediatrics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Amanda R. Leonti
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Rhonda E. Ries
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Alan S. Gamis
- Department of Hematology-Oncology, Children’s Mercy Hospitals and Clinics, Kansas City, MO
| | - Richard Aplenc
- Division of Pediatric Oncology/Stem Cell Transplant, Children’s Hospital of Philadelphia, Philadelphia, PA
| | - E. Anders Kolb
- Nemours Center for Cancer and Blood Disorders, Alfred I. DuPont Hospital for Children, Wilmington, DE
| | - Todd A. Alonzo
- COG Statistics and Data Center, Monrovia, CA
- Keck School of Medicine, University of Southern California, CA
| | - Soheil Meshinchi
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Gaye N Jenkins
- Department of Pediatrics, Baylor College of Medicine/Dan L. Duncan Cancer Center and Texas Children’s Cancer Center, Houston, Texas
| | - Terzah Horton
- Department of Pediatrics, Baylor College of Medicine/Dan L. Duncan Cancer Center and Texas Children’s Cancer Center, Houston, Texas
| | - Steven M. Kornblau
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX
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3
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Scholl S, Roufai DB, Chérif LL, Kamal M. RAIDS atlas of significant genetic and protein biomarkers in cervical cancer. J Gynecol Oncol 2023; 34:e74. [PMID: 37668079 PMCID: PMC10482580 DOI: 10.3802/jgo.2023.34.e74] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 04/07/2023] [Accepted: 06/20/2023] [Indexed: 09/06/2023] Open
Abstract
Loss of function in epigenetic acting genes together with driver alterations in the PIK3CA pathway have been shown significantly associated with poor outcome in cervical squamous cell cancer. More recently, a CoxBoost analysis identified 16 gene alterations and 30 high level activated proteins to be of high interest, due to their association with either good or bad outcome, in the context of treatment received by chemoradiation. The objectives here were to review and confirm the significance of these molecular alterations as suggested by literature reports and to pinpoint alternate treatments options for poor-responders to chemoradiation.
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Affiliation(s)
- Suzy Scholl
- Department of Drug Development and Innovation (D3i), Institut Curie, Paris, France
- Department of Drug Development and Innovation (D3i), Institut Curie, Saint-Cloud, France.
| | | | - Linda Larbi Chérif
- Department of Drug Development and Innovation (D3i), Institut Curie, Paris, France
- Department of Drug Development and Innovation (D3i), Institut Curie, Saint-Cloud, France
| | - Maud Kamal
- Department of Drug Development and Innovation (D3i), Institut Curie, Paris, France
- Department of Drug Development and Innovation (D3i), Institut Curie, Saint-Cloud, France
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4
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Chin Y, Gumilar KE, Li XG, Tjokroprawiro BA, Lu CH, Lu J, Zhou M, Sobol RW, Tan M. Targeting HSF1 for cancer treatment: mechanisms and inhibitor development. Theranostics 2023; 13:2281-2300. [PMID: 37153737 PMCID: PMC10157728 DOI: 10.7150/thno.82431] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 04/06/2023] [Indexed: 05/10/2023] Open
Abstract
Heat Shock Factor 1 (HSF1) is a master regulator of heat shock responsive signaling. In addition to playing critical roles in cellular heat shock response, emerging evidence suggests that HSF1 also regulates a non-heat shock responsive transcriptional network to handle metabolic, chemical, and genetic stress. The function of HSF1 in cellular transformation and cancer development has been extensively studied in recent years. Due to important roles for HSF1 for coping with various stressful cellular states, research on HSF1 has been very active. New functions and molecular mechanisms underlying these functions have been continuously discovered, providing new targets for novel cancer treatment strategies. In this article, we review the essential roles and mechanisms of HSF1 action in cancer cells, focusing more on recently discovered functions and their underlying mechanisms to reflect the new advances in cancer biology. In addition, we emphasize new advances with regard to HSF1 inhibitors for cancer drug development.
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Affiliation(s)
- Yeh Chin
- Graduate Institute of Biomedical Sciences and Research Center for Cancer Biology, China Medical University, Taichung, Taiwan, R.O.C
| | - Khanisyah E Gumilar
- Graduate Institute of Biomedical Sciences and Research Center for Cancer Biology, China Medical University, Taichung, Taiwan, R.O.C
- The Department of Obstetrics and Gynecology, Medical Faculty, Universitas Airlangga, Surabaya, Indonesia
| | - Xing-Guo Li
- Graduate Institute of Biomedical Sciences and Research Center for Cancer Biology, China Medical University, Taichung, Taiwan, R.O.C
- Institute of Biochemistry & Molecular Biology, China Medical University, Taichung, Taiwan, R.O.C
| | - Brahmana A. Tjokroprawiro
- The Department of Obstetrics and Gynecology, Medical Faculty, Universitas Airlangga, Surabaya, Indonesia
| | - Chien-Hsing Lu
- Department of Gynecology and Obstetrics, Taichung Veterans General Hospital, Taichung, Taiwan, R.O.C
| | - Jianrong Lu
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Florida, Gainesville, USA
| | - Ming Zhou
- Cancer Research Institute and School of Basic Medical Sciences, Central South University, Changsha, China
| | - Robert W. Sobol
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School & Legorreta Cancer Center, Brown University, Providence, USA
| | - Ming Tan
- Graduate Institute of Biomedical Sciences and Research Center for Cancer Biology, China Medical University, Taichung, Taiwan, R.O.C
- Institute of Biochemistry & Molecular Biology, China Medical University, Taichung, Taiwan, R.O.C
- ✉ Corresponding author: Ming Tan, Institute of Biochemistry and Molecular Biology, China Medical University (Taiwan), E-mail:
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5
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Li Y, Lin S, Xu X, Jin W, Su Y, Yuan F, Zhang Y, Li Z, Zhou Y, Zhu L, Zhang L. Skeletal muscle HSF1 prevents insulin resistance by improving glucose utilization. FASEB J 2022; 36:e22667. [PMID: 36421020 DOI: 10.1096/fj.202201160rr] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 11/07/2022] [Accepted: 11/09/2022] [Indexed: 11/27/2022]
Abstract
The regulation of muscle glucose utilization has significant potential for the treatment of type 2 diabetes mellitus (T2DM) and obesity. Heat shock factor 1 (HSF1) is involved in cellular metabolism and regulation of muscle metabolism. However, it is unclear how HSF1 regulates muscle glucose metabolism. In the present study, the development of obesity in mice was associated with HSF1 downregulation. Serum samples and muscle biopsies were obtained from obese and healthy humans. Fasting glucose and insulin levels and the homeostasis model assessment of insulin resistance value showed that obesity was associated with insulin resistance. The skeletal muscle level of HSF1 was decreased in obese and ob/ob mice. HSF1 was selectively over-expressed in the skeletal muscles of high fat diet (HFD)-fed mice. Muscle HSF1 over-expression successfully triggered glycolytic-to-oxidative myofiber switch and increased fatty acid metabolism and insulin sensitivity in the skeletal muscles of HFD-fed mice. Moreover, HSF1 improved energy expenditure and blocked muscle accumulation of triglycerides in HFD-fed mice. Consequently, muscle HSF1 mitigated the impaired muscle insulin signaling and insulin resistance in HFD-fed mice. In conclusion, T2DM and obesity in HFD-fed mice may be treated with selective HSF1-directed programming of exercise-like effects in skeletal muscle. These findings may aid the development of a new therapeutic approach for obesity and T2DM.
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Affiliation(s)
- Yun Li
- Department of Pediatric Laboratory, The Affiliated Wuxi Children's Hospital of Nanjing Medical University, Wuxi, China
| | - Shibo Lin
- Department of Bariatric and Metabolic Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xu Xu
- Department of Pediatrics, The Affiliated Wuxi Children's Hospital of Nanjing Medical University, Wuxi, China
| | - Weilai Jin
- Department of Pediatric Laboratory, The Affiliated Wuxi Children's Hospital of Nanjing Medical University, Wuxi, China
| | - Yinglin Su
- Department of Neonatology, The Affiliated Wuxi Children's Hospital of Nanjing Medical University, Wuxi, China
| | - Fuqiang Yuan
- Department of Pediatric Laboratory, The Affiliated Wuxi Children's Hospital of Nanjing Medical University, Wuxi, China
| | - Yiting Zhang
- Department of Pediatric Laboratory, The Affiliated Wuxi Children's Hospital of Nanjing Medical University, Wuxi, China
| | - Zhengying Li
- Department of Neonatology, The Affiliated Wuxi Children's Hospital of Nanjing Medical University, Wuxi, China
| | - Yahui Zhou
- Department of Neonatology, The Affiliated Wuxi Children's Hospital of Nanjing Medical University, Wuxi, China
| | - Lihong Zhu
- Department of Pediatrics, The Affiliated Wuxi Children's Hospital of Nanjing Medical University, Wuxi, China
| | - Le Zhang
- Department of Neonatology, The Affiliated Wuxi Children's Hospital of Nanjing Medical University, Wuxi, China
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6
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Bollmann LM, Skerhut AJ, Asfaha Y, Horstick N, Hanenberg H, Hamacher A, Kurz T, Kassack MU. The Novel Class IIa Selective Histone Deacetylase Inhibitor YAK540 Is Synergistic with Bortezomib in Leukemia Cell Lines. Int J Mol Sci 2022; 23:13398. [PMID: 36362189 PMCID: PMC9656955 DOI: 10.3390/ijms232113398] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 10/28/2022] [Accepted: 10/30/2022] [Indexed: 07/30/2023] Open
Abstract
The treatment of leukemias, especially acute myeloid leukemia (AML), is still a challenge as can be seen by poor 5-year survival of AML. Therefore, new therapeutic approaches are needed to increase the treatment success. Epigenetic aberrations play a role in pathogenesis and resistance of leukemia. Histone deacetylase (HDAC) inhibitors (HDACIs) can normalize epigenetic disbalance by affecting gene expression. In order to decrease side effects of so far mainly used pan-HDACIs, this paper introduces the novel highly selective class IIa HDACI YAK540. A synergistic cytotoxic effect was observed between YAK540 and the proteasome inhibitor bortezomib (BTZ) as analyzed by the Chou-Talalay method. The combination of YAK540 and BTZ showed generally increased proapoptotic gene expression, increased p21 expression, and synergistic, caspase 3/7-mediated apoptosis. Notably, the cytotoxicity of YAK540 is much lower than that of pan-HDACIs. Further, combinations of YAK540 and BTZ are clearly less toxic in non-cancer HEK293 compared to HL-60 leukemia cells. Thus, the synergistic combination of class IIa selective HDACIs such as YAK540 and proteasome inhibitors represents a promising approach against leukemias to increase the anticancer effect and to reduce the general toxicity of HDACIs.
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Affiliation(s)
- Lukas M. Bollmann
- Institute of Pharmaceutical and Medicinal Chemistry, Heinrich-Heine-University Duesseldorf, 40225 Duesseldorf, Germany (T.K.)
| | - Alexander J. Skerhut
- Institute of Pharmaceutical and Medicinal Chemistry, Heinrich-Heine-University Duesseldorf, 40225 Duesseldorf, Germany (T.K.)
| | - Yodita Asfaha
- Institute of Pharmaceutical and Medicinal Chemistry, Heinrich-Heine-University Duesseldorf, 40225 Duesseldorf, Germany (T.K.)
| | - Nadine Horstick
- Institute of Pharmaceutical and Medicinal Chemistry, Heinrich-Heine-University Duesseldorf, 40225 Duesseldorf, Germany (T.K.)
| | - Helmut Hanenberg
- Department of Otorhinolaryngology and Head/Neck Surgery, Heinrich Heine University, 40225 Duesseldorf, Germany
| | - Alexandra Hamacher
- Institute of Pharmaceutical and Medicinal Chemistry, Heinrich-Heine-University Duesseldorf, 40225 Duesseldorf, Germany (T.K.)
| | - Thomas Kurz
- Institute of Pharmaceutical and Medicinal Chemistry, Heinrich-Heine-University Duesseldorf, 40225 Duesseldorf, Germany (T.K.)
| | - Matthias U. Kassack
- Institute of Pharmaceutical and Medicinal Chemistry, Heinrich-Heine-University Duesseldorf, 40225 Duesseldorf, Germany (T.K.)
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7
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Dong Q, Xiu Y, Wang Y, Hodgson C, Borcherding N, Jordan C, Buchanan J, Taylor E, Wagner B, Leidinger M, Holman C, Thiele DJ, O’Brien S, Xue HH, Zhao J, Li Q, Meyerson H, Boyce BF, Zhao C. HSF1 is a driver of leukemia stem cell self-renewal in acute myeloid leukemia. Nat Commun 2022; 13:6107. [PMID: 36245043 PMCID: PMC9573868 DOI: 10.1038/s41467-022-33861-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 10/05/2022] [Indexed: 01/25/2023] Open
Abstract
Acute myeloid leukemia (AML) is maintained by self-renewing leukemic stem cells (LSCs). A fundamental problem in treating AML is that conventional therapy fails to eliminate LSCs, which can reinitiate leukemia. Heat shock transcription factor 1 (HSF1), a central regulator of the stress response, has emerged as an important target in cancer therapy. Using genetic Hsf1 deletion and a direct HSF1 small molecule inhibitor, we show that HSF1 is specifically required for the maintenance of AML, while sparing steady-state and stressed hematopoiesis. Mechanistically, deletion of Hsf1 dysregulates multifaceted genes involved in LSC stemness and suppresses mitochondrial oxidative phosphorylation through downregulation of succinate dehydrogenase C (SDHC), a direct HSF1 target. Forced expression of SDHC largely restores the Hsf1 ablation-induced AML developmental defect. Importantly, the growth and engraftment of human AML cells are suppressed by HSF1 inhibition. Our data provide a rationale for developing efficacious small molecules to specifically target HSF1 in AML.
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Affiliation(s)
- Qianze Dong
- grid.67105.350000 0001 2164 3847Department of Pathology, Case Western Reserve University, Cleveland, OH 44106 USA
| | - Yan Xiu
- grid.67105.350000 0001 2164 3847Department of Pathology, Case Western Reserve University, Cleveland, OH 44106 USA ,grid.410349.b0000 0004 5912 6484Department of Pathology, Louis Stokes Veterans Affairs Medical Center, Cleveland, OH 44106 USA
| | - Yang Wang
- grid.67105.350000 0001 2164 3847Department of Pathology, Case Western Reserve University, Cleveland, OH 44106 USA
| | | | - Nick Borcherding
- grid.4367.60000 0001 2355 7002Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO 63110 USA
| | - Craig Jordan
- grid.241116.10000000107903411Division of Hematology, University of Colorado Anschutz Campus, Denver, CO 80045 USA
| | - Jane Buchanan
- grid.214572.70000 0004 1936 8294Department of Biochemistry, Carver College of Medicine, University of Iowa, Iowa City, IA 52240 USA
| | - Eric Taylor
- grid.214572.70000 0004 1936 8294Department of Biochemistry, Carver College of Medicine, University of Iowa, Iowa City, IA 52240 USA
| | - Brett Wagner
- grid.214572.70000 0004 1936 8294Free Radical and Radiation Biology Program, Department of Radiation Oncology, University of Iowa, Iowa City, IA 52242 USA
| | - Mariah Leidinger
- grid.214572.70000 0004 1936 8294Department of Pathology, University of Iowa, Iowa City, IA 52242 USA
| | - Carol Holman
- grid.214572.70000 0004 1936 8294Department of Pathology, University of Iowa, Iowa City, IA 52242 USA
| | | | | | - Hai-hui Xue
- grid.239835.60000 0004 0407 6328Center for Discovery and Innovation, Hackensack University Medical Center, Nutley, NJ 07110 USA
| | - Jinming Zhao
- grid.67105.350000 0001 2164 3847Department of Pathology, Case Western Reserve University, Cleveland, OH 44106 USA ,grid.412449.e0000 0000 9678 1884Department of Pathology, China Medical University, 77 Puhe Rd, Shenbei Xinqu, Shenyang Shi, 110122 Liaoning Sheng China
| | - Qingchang Li
- grid.412449.e0000 0000 9678 1884Department of Pathology, China Medical University, 77 Puhe Rd, Shenbei Xinqu, Shenyang Shi, 110122 Liaoning Sheng China
| | - Howard Meyerson
- grid.443867.a0000 0000 9149 4843Department of Pathology, University Hospitals Cleveland Medical Center, Cleveland, OH 44106 USA
| | - Brendan F. Boyce
- grid.412750.50000 0004 1936 9166Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY 14642 USA
| | - Chen Zhao
- grid.67105.350000 0001 2164 3847Department of Pathology, Case Western Reserve University, Cleveland, OH 44106 USA ,grid.410349.b0000 0004 5912 6484Department of Pathology, Louis Stokes Veterans Affairs Medical Center, Cleveland, OH 44106 USA ,grid.443867.a0000 0000 9149 4843Department of Pathology, University Hospitals Cleveland Medical Center, Cleveland, OH 44106 USA
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8
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Lyu C, Wang Q, Yin X, Li Z, Wang T, Wang Y, Cui S, Liu K, Wang Z, Gao C, Xu R. Clinical significance and potential mechanism of heat shock factor 1 in acute myeloid leukemia. Aging (Albany NY) 2022; 14:7026-7037. [PMID: 36069792 PMCID: PMC9512492 DOI: 10.18632/aging.204267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 08/17/2022] [Indexed: 11/25/2022]
Abstract
Background: Heat shock factor 1 (HSF1) is now considered to have the potential to be used as a prognostic biomarker in cancers. However, its clinical significance and potential function in acute myeloid leukemia (AML) remain underexplored. Methods: In this study, the expression pattern and clinical significance of HSF1 in AML were examined by integrating data from databases including The Cancer Genome Atlas (TCGA), The Genotype–Tissue Expression (GTEx), Vizome, Cancer Cell Line Encyclopedia (CCLE) and Gene Expression Omnibus (GEO). Linkedomics was applied to collect HSF1–related genes in AML. GeneMANIA was applied to outline HSF1–related functional networks. CancerSEA analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and Gene Set Enrichment Analysis (GSEA) were performed to mine the potential mechanism of HSF1 in leukemogenesis. Single–sample Gene Set Enrichment Analysis (ssGSEA) was applied to explore the correlation between HSF1 and infiltrating immune cells in AML. Results: HSF1 expression was elevated in AML compared to healthy controls and indicate a poor overall survival. HSF1 expression was significantly correlated with patients age, associated with patient survival in subgroup of bone marrow blasts (%) >20. Functional analyses indicated that HSF1 plays a role in the metastatic status of AML, and is involved in inflammation–related pathways and biological processes. HSF1 expression was significantly correlated with the immune infiltration of nature killer cells and T cell population. Conclusion: HSF1 plays a vital role in the molecular network of AML pathogenesis, and has the potential to be a biomarker for prognosis prediction.
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Affiliation(s)
- Chunyi Lyu
- First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Qian Wang
- College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Xuewei Yin
- First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Zonghong Li
- First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Teng Wang
- Shandong Key Laboratory of Hematology of Integrated Traditional Chinese and Western Medicine of Health Commission, Institute of Hematology of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Yan Wang
- Shandong Key Laboratory of Hematology of Integrated Traditional Chinese and Western Medicine of Health Commission, Institute of Hematology of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China.,Department of Hematology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Siyuan Cui
- Department of Hematology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Kui Liu
- Department of Hematology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Zhenzhen Wang
- Shandong Key Laboratory of Hematology of Integrated Traditional Chinese and Western Medicine of Health Commission, Institute of Hematology of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China.,Department of Hematology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Chang Gao
- First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Ruirong Xu
- Shandong Key Laboratory of Hematology of Integrated Traditional Chinese and Western Medicine of Health Commission, Institute of Hematology of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China.,Department of Hematology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
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van Dijk AD, Hoff FW, Qiu Y, Gerbing RB, Gamis AS, Aplenc R, Kolb EA, Alonzo TA, Meshinchi S, Jenkins G, de Bont ESJM, Kornblau SM, Horton TM. Bortezomib is significantly beneficial for de novo pediatric AML patients with low phosphorylation of the NF-κB subunit RelA. Proteomics Clin Appl 2022; 16:e2100072. [PMID: 34719869 PMCID: PMC9041833 DOI: 10.1002/prca.202100072] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 09/30/2021] [Accepted: 10/27/2021] [Indexed: 12/14/2022]
Abstract
PURPOSE The addition of the proteasome inhibitor (PI) bortezomib to standard chemotherapy (ADE: cytarabine [Ara-C], daunorubicin, and etoposide) did not improve overall outcome of pediatric AML patients in the Children's Oncology Group AAML1031 phase 3 randomized clinical trial (AAML1031) . Bortezomib prevents protein degradation, including RelA via the intracellular NF-kB pathway. In this study, we hypothesized that subgroups of pediatric AML patients benefitting from standard therapy plus bortezomib (ADEB) could be identified based on pre-treatment RelA expression and phosphorylation status. EXPERIMENTAL DESIGN RelA-total and phosphorylation at serine 536 (RelA-pSer536 ) were measured in 483 patient samples using reverse phase protein array technology. RESULTS In ADEB-treated patients, low-RelA-pSer536 was favorably prognostic when compared to high-RelA-pSer536 (3-yr overall survival (OS): 81% vs. 68%, p = 0.032; relapse risk (RR): 30% vs. 49%, p = 0.004). Among low-RelA-pSer536 patients, RR significantly decreased with ADEB compared to ADE (RR: 30% vs. 44%, p = 0.035). Correlation between RelA-pSer536 and 295 other assayed proteins identified a strong correlation with HSF1-pSer326 , another protein previously identified as modifying ADEB response. The combination of low-RelA-pSer536 and low-HSF1-pSer326 was a significant predictor of ADEB response (3-yr OS: 86% vs. 67%, p = 0.013). CONCLUSION AND CLINICAL RELEVANCE Bortezomib may improve clinical outcome in a subgroup of AML patients identified by low-RelA-pSer536 and low-HSF1-pSer326 .
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Affiliation(s)
- Anneke D. van Dijk
- Divison of Pediatric Oncology/Hematology, Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Fieke W. Hoff
- Divison of Pediatric Oncology/Hematology, Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands,Internal Medicine, UT Southwestern Medical Center, Dallas, TX, USA
| | - Yihua Qiu
- Department of Leukemia, The University of Texas M.D. Anderson Cancer Center, Houston, TX
| | | | - Alan S. Gamis
- Department of Hematology-Oncology, Children’s Mercy Hospitals and Clinics, Kansas City, MO
| | - Richard Aplenc
- Division of Pediatric Oncology/Stem Cell Transplant, Children’s Hospital of Philadelphia, Philadelphia, PA
| | - E. Anders Kolb
- Nemours Center for Cancer and Blood Disorders, Alfred I. DuPont Hospital for Children, Wilmington, DE
| | - Todd A. Alonzo
- Keck School of Medicine, University of Southern California, CA
| | - Soheil Meshinchi
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Gaye Jenkins
- Department of Pediatrics, Baylor College of Medicine/Dan L. Duncan Cancer Center and Texas Children’s Cancer Center, Houston, Texas
| | - Eveline S. J. M. de Bont
- Divison of Pediatric Oncology/Hematology, Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Steven M. Kornblau
- Department of Leukemia, The University of Texas M.D. Anderson Cancer Center, Houston, TX
| | - Terzah M. Horton
- Department of Pediatrics, Baylor College of Medicine/Dan L. Duncan Cancer Center and Texas Children’s Cancer Center, Houston, Texas
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Hoff FW, Horton TM, Kornblau SM. Reverse phase protein arrays in acute leukemia: investigative and methodological challenges. Expert Rev Proteomics 2021; 18:1087-1097. [PMID: 34965151 PMCID: PMC9148717 DOI: 10.1080/14789450.2021.2020655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 12/16/2021] [Indexed: 10/19/2022]
Abstract
INTRODUCTION Acute leukemia results from a series of mutational events that alter cell growth and proliferation. Mutations result in protein changes that orchestrate growth alterations characteristic of leukemia. Proteomics is a methodology appropriate for study of protein changes found in leukemia. The high-throughput reverse phase protein array (RPPA) technology is particularly well-suited for the assessment of protein changes in samples derived from clinical trials. AREAS COVERED This review discusses the technical, methodological, and analytical issues related to the successful development of acute leukemia RPPAs. EXPERT COMMENTARY To obtain representative protein sample lysates, samples should be prepared from freshly collected blood or bone marrow material. Variables such as sample shipment, transit time, and holding temperature only have minimal effects on protein expression. CellSave preservation tubes are preferred for cells collected after exposure to chemotherapy, and incorporation of standardized guidelines for antibody validation is recommended. A more systematic biological approach to analyze protein expression is desired, searching for recurrent patterns of protein expression that allow classification of patients into risk groups, or groups of patients that may be treated similarly. Comparing RPPA protein analysis between cell lines and primary samples shows that cell lines are not representative of patient proteomic patterns.
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Affiliation(s)
- Fieke W. Hoff
- Department of Internal Medicine, UT Southwestern Medical Center, TX, USA
| | - Terzah M. Horton
- Department of Pediatrics, Texas Children’s Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Steven M. Kornblau
- Department of Leukemia, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
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