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Grasedieck S, Panahi A, Jarvis MC, Borzooee F, Harris RS, Larijani M, Avet-Loiseau H, Samur M, Munshi N, Song K, Rouhi A, Kuchenbauer F. Redefining high risk multiple myeloma with an APOBEC/Inflammation-based classifier. Leukemia 2024; 38:1172-1177. [PMID: 38461190 DOI: 10.1038/s41375-024-02210-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 02/23/2024] [Accepted: 02/28/2024] [Indexed: 03/11/2024]
Abstract
Graphical Abstract
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Affiliation(s)
- Sarah Grasedieck
- Department of Microbiology and Immunology, University of British Columbia, 2125 East Mall, Vancouver, BC, Canada
| | - Afsaneh Panahi
- Terry Fox Laboratory, BC Cancer Research Institute, Vancouver, BC, Canada
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Matthew C Jarvis
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, NC, USA
| | - Faezeh Borzooee
- Terry Fox Laboratory, BC Cancer Research Institute, Vancouver, BC, Canada
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby, BC, Canada
| | - Reuben S Harris
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX, USA
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Mani Larijani
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby, BC, Canada
| | | | - Mehmet Samur
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Nikhil Munshi
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Kevin Song
- Leukemia/Bone Marrow Transplant Program of British Columbia, Vancouver General Hospital, BC Cancer, Vancouver, BC, Canada
| | - Arefeh Rouhi
- Terry Fox Laboratory, BC Cancer Research Institute, Vancouver, BC, Canada
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Florian Kuchenbauer
- Terry Fox Laboratory, BC Cancer Research Institute, Vancouver, BC, Canada.
- Leukemia/Bone Marrow Transplant Program of British Columbia, Vancouver General Hospital, BC Cancer, Vancouver, BC, Canada.
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King JJ, Borzooee F, Im J, Asgharpour M, Ghorbani A, Diamond CP, Fifield H, Berghuis L, Larijani M. Structure-Based Design of First-Generation Small Molecule Inhibitors Targeting the Catalytic Pockets of AID, APOBEC3A, and APOBEC3B. ACS Pharmacol Transl Sci 2021; 4:1390-1407. [PMID: 34423273 PMCID: PMC8369683 DOI: 10.1021/acsptsci.1c00091] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Indexed: 12/12/2022]
Abstract
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Activation-induced
cytidine deaminase (AID) initiates antibody
diversification by mutating immunoglobulin loci in B lymphocytes.
AID and related APOBEC3 (A3) enzymes also induce genome-wide mutations
and lesions implicated in tumorigenesis and tumor progression. The
most prevalent mutation signatures across diverse tumor genomes are
attributable to the mistargeted mutagenic activities of AID/A3s. Thus,
inhibiting AID/A3s has been suggested to be of therapeutic benefit.
We previously used a computational-biochemical approach to gain insight
into the structure of AID’s catalytic pocket, which resulted
in the discovery of a novel type of regulatory catalytic pocket closure
that regulates AID/A3s that we termed the “Schrodinger’s
CATalytic pocket”. Our findings were subsequently confirmed
by direct structural studies. Here, we describe our search for small
molecules that target the catalytic pocket of AID. We identified small
molecules that inhibit purified AID, AID in cell extracts, and endogenous
AID of lymphoma cells. Analogue expansion yielded derivatives with
improved potencies. These were found to also inhibit A3A and A3B,
the two most tumorigenic siblings of AID. Two compounds exhibit low
micromolar IC50 inhibition of AID and A3A, exhibiting the
strongest potency for A3A. Docking suggests key interactions between
their warheads and residues lining the catalytic pockets of AID, A3A,
and A3B and between the tails and DNA-interacting residues on the
surface proximal to the catalytic pocket opening. Accordingly, mutants
of these residues decreased inhibition potency. The chemistry and
abundance of key stabilizing interactions between the small molecules
and residues within and immediately outside the catalytic pockets
are promising for therapeutic development.
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Affiliation(s)
- Justin J King
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada.,Program in immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland A1B 3 V6, Canada
| | - Faezeh Borzooee
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada.,Program in immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland A1B 3 V6, Canada
| | - Junbum Im
- Program in immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland A1B 3 V6, Canada.,BC Cancer Research/Terry Fox Labs, University of British Columbia, Vancouver, British Columbia BC V5Z 1L3, Canada
| | - Mahdi Asgharpour
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada.,Program in immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland A1B 3 V6, Canada
| | - Atefeh Ghorbani
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada.,Program in immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland A1B 3 V6, Canada
| | - Cody P Diamond
- Program in immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland A1B 3 V6, Canada
| | - Heather Fifield
- Program in immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland A1B 3 V6, Canada
| | - Lesley Berghuis
- Program in immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland A1B 3 V6, Canada
| | - Mani Larijani
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada.,Program in immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland A1B 3 V6, Canada
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Borzooee F. Abstract 1483: Examining the role of genome editing enzymes in anti tumor immunity. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-1483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Tumor antigens (TA) on cancer cells can trigger immune response TA are peptides that are either not present, or are present to a much lesser extent, on normal cells compared to tumor cells. CD8+ Cytotoxic T-cells (CTL) recognize TAs bound to class I major histocompatibility complex (MHC) molecules on the surface of tumor cells. We and others have shown that viruses subvert the mutational activity of the endogenous DNA-editing APOBEC enzymes in human host cells towards immune escape. Viruses do so by adapting their genomic DNA code to position APOBEC's favored mutational “hotspot” DNA sequences such that upon being mutated by the host APOBEC enzymes, the mutated viral protein is less immunogenic for CTL recognition. Like viruses, cancer cells have genomes that are highly plastic and adaptable through mutation; therefore, we hypothesize that the APOBEC DNA-editing enzymes are exploited by cancer cells for modulating TA immunogenicity.
Aims of the Study: Aim1: To elucidate the impact of A3-mediated mutations on modulating TA immunogenicity for CTL recognition. Aim 2: To examine whether genomic sequences encoding TAs in the human genome have co-evolved to either attract or avoid APOBEC-driven mutations.
Methods: Aim 1: Using the human reference proteome from EMBL/EBI, we located APOBEC-mutable hotspots in genomic DNA encoding the immunopeptidome. We simulated APOBEC-mediated mutations and translated to peptide TAs. We used NetMHCpan 4 to measure the impact of TA mutations on MHC class I binding affinity. In parallel, we are searching for already-identified APOBEC-mediated mutations in sequenced tumor genomes in cancer genome databases such as The Cancer Genome Atlas (TCGA), Catalogue of Observed Somatic Mutations in Cancer (COSMIC) and International Cancer Genome Consortium (ICGC). Aim 2: To investigate the enrichment of APOBEC-hotspots in genomic sequences encoding TAs restricted to each HLA, we are tabulating APOBEC hotspots in genomic DNA sequencing encoding TAs vs. non-TA-encoding sequences. At the sequence level, the ratio of hotspot frequency, in combination with scores of predicted impacts on immunogenicity as obtained in aim 1, will be used to glean whether and how the human genomic sequence has co-evolved with APOBECs from the standpoint of TAs.
Results and Significance: Based on the preliminary data we observe that APOBEC-mediated mutations can diminish or enhance immunogenicity. Understanding the balance between these two effects is key in informing how APOBEC expression and activity ought to be regarded in the context of cancer immunotherapy.
Citation Format: Faezeh Borzooee. Examining the role of genome editing enzymes in anti tumor immunity [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 1483.
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Borzooee F, Larijani M. Pichia pastoris as a host for production and isolation of mutagenic AID/APOBEC enzymes involved in cancer and immunity. N Biotechnol 2019; 51:67-79. [PMID: 30822538 DOI: 10.1016/j.nbt.2019.02.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Revised: 02/25/2019] [Accepted: 02/25/2019] [Indexed: 12/14/2022]
Abstract
AID/APOBEC3 enzymes are cytidine deaminases that mutate antibody and retroviral genes and also mediate extensive tumor genome mutagenesis. The study of purified AID/APOBEC3 proteins is challenged by difficulties with their expression and purification arising from genotoxicity in expression hosts, extensive non-specific protein-protein/DNA/RNA interactions and haphazard oligomerization. To date, expression hosts for purification of AID/APOBEC3 enzymes include bacteria, insect and mammalian cells. Here the establishment and optimization of a yeast expression/secretion system for AID/APOBEC3s are reported, followed by comparison with the same enzymes expressed in bacterial and mammalian hosts. AID and APOBEC3G were expressed successfully in Pichia pastoris, each either with an N-terminal GST tag, C-terminal V5-His tag or as untagged native form. It was verified that the yeast-expressed enzymes exhibit identical biochemical properties to those reported using bacterial and mammalian expression, indicating high fidelity of protein folding. It was demonstrated that the system can be adapted for secretion of the enzymes into the media which was used directly in various enzyme assays. The system is also amenable to elimination of bulky fusion tags, providing native untagged enzymes. Thus, P. pastoris is an advantageous expression factory for AID/APOBEC3 enzymes, considering the cost, time, efficiency and quality of the obtained enzymes. The first report is also provided here of a functionally active, untagged, secreted AID, which may become a useful research reagent. A comprehensive comparison is made of the effect of fusion tags and expression hosts on the biochemical actions of AID and APOBEC3G.
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Affiliation(s)
- Faezeh Borzooee
- Immunology and Infectious Diseases Program, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, Canada.
| | - Mani Larijani
- Immunology and Infectious Diseases Program, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, Canada.
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Borzooee F, Joris KD, Grant MD, Larijani M. APOBEC3G Regulation of the Evolutionary Race Between Adaptive Immunity and Viral Immune Escape Is Deeply Imprinted in the HIV Genome. Front Immunol 2019; 9:3032. [PMID: 30687306 PMCID: PMC6338068 DOI: 10.3389/fimmu.2018.03032] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2018] [Accepted: 12/07/2018] [Indexed: 12/16/2022] Open
Abstract
APOBEC3G (A3G) is a host enzyme that mutates the genomes of retroviruses like HIV. Since A3G is expressed pre-infection, it has classically been considered an agent of innate immunity. We and others previously showed that the impact of A3G-induced mutations on the HIV genome extends to adaptive immunity also, by generating cytotoxic T cell (CTL) escape mutations. Accordingly, HIV genomic sequences encoding CTL epitopes often contain A3G-mutable “hotspot” sequence motifs, presumably to channel A3G action toward CTL escape. Here, we studied the depths and consequences of this apparent viral genome co-evolution with A3G. We identified all potential CTL epitopes in Gag, Pol, Env, and Nef restricted to several HLA class I alleles. We simulated A3G-induced mutations within CTL epitope-encoding sequences, and flanking regions. From the immune recognition perspective, we analyzed how A3G-driven mutations are predicted to impact CTL-epitope generation through modulating proteasomal processing and HLA class I binding. We found that A3G mutations were most often predicted to result in diminishing/abolishing HLA-binding affinity of peptide epitopes. From the viral genome evolution perspective, we evaluated enrichment of A3G hotspots at sequences encoding CTL epitopes and included control sequences in which the HIV genome was randomly shuffled. We found that sequences encoding immunogenic epitopes exhibited a selective enrichment of A3G hotspots, which were strongly biased to translate to non-synonymous amino acid substitutions. When superimposed on the known mutational gradient across the entire length of the HIV genome, we observed a gradient of A3G hotspot enrichment, and an HLA-specific pattern of the potential of A3G hotspots to lead to CTL escape mutations. These data illuminate the depths and extent of the co-evolution of the viral genome to subvert the host mutator A3G.
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Affiliation(s)
- Faezeh Borzooee
- Immunology and Infectious Diseases Program, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL, Canada
| | - Krista D Joris
- Immunology and Infectious Diseases Program, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL, Canada
| | - Michael D Grant
- Immunology and Infectious Diseases Program, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL, Canada
| | - Mani Larijani
- Immunology and Infectious Diseases Program, Division of Biomedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL, Canada
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Abstract
APOBEC3s (A3) are endogenous DNA-editing enzymes that are expressed in immune cells including T lymphocytes. A3s target and mutate the genomes of retroviruses that infect immune tissues such as the human immunodeficiency virus (HIV). Therefore, A3s were classically defined as host anti-viral innate immune factors. In contrast, we and others showed that A3s can also benefit the virus by mediating escape from adaptive immune recognition and drugs. Crucially, whether A3-mediated mutations help or hinder HIV, is not up to chance. Rather, the virus has evolved multiple mechanisms to actively and maximally subvert A3 activity. More recently, extensive A3 mutational footprints in tumor genomes have been observed in many different cancers. This suggests a role for A3s in cancer initiation and progression. On the other hand, multiple anti-tumor activities of A3s have also come to light, including impact on immune checkpoint molecules and possible generation of tumor neo-antigens. Here, we review the studies that reshaped the view of A3s from anti-viral innate immune agents to host factors exploited by HIV to escape from immune recognition. Viruses and tumors share many attributes, including rapid evolution and adeptness at exploiting mutations. Given this parallel, we then discuss the pro- and anti-tumor roles of A3s, and suggest that lessons learned from studying A3s in the context of anti-viral immunity can be applied to tumor immunotherapy.
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Affiliation(s)
- Faezeh Borzooee
- a Program in Immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine , Memorial University of Newfoundland , St. John's, Newfoundland A1B 3V6 , Canada
| | - Mahdi Asgharpour
- a Program in Immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine , Memorial University of Newfoundland , St. John's, Newfoundland A1B 3V6 , Canada
| | - Emma Quinlan
- a Program in Immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine , Memorial University of Newfoundland , St. John's, Newfoundland A1B 3V6 , Canada
| | - Michael D Grant
- a Program in Immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine , Memorial University of Newfoundland , St. John's, Newfoundland A1B 3V6 , Canada
| | - Mani Larijani
- a Program in Immunology and Infectious Diseases, Division of Biomedical Sciences, Faculty of Medicine , Memorial University of Newfoundland , St. John's, Newfoundland A1B 3V6 , Canada
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Shahbazi R, Kasra-Kermanshahi R, Gharavi S, Moosavi-Nejad Z, Borzooee F. Screening of SDS-degrading bacteria from car wash wastewater and study of the alkylsulfatase enzyme activity. Iran J Microbiol 2013; 5:153-8. [PMID: 23825734 PMCID: PMC3696852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND AND OBJECTIVES Sodium dodecyl sulfate (SDS) is one of the main surfactant components in detergents and cosmetics, used in high amounts as a detergent in products such as shampoos, car wash soap and toothpaste. Therefore, its bioremediation by suitable microorganisms is important. Alkylsulfatase is an enzyme that hydrolyses sulfate -ester bonds to give inorganic sulfate and alcohol. The purpose of this study was to isolate SDS-degrading bacteria from Tehran city car wash wastewater, study bacterial alkylsulfatase enzyme activity and identify the alkylsulfatase enzyme coding gene. MATERIALS AND METHODS Screening of SDS-degrading bacteria was carried out on basal salt medium containing SDS as the sole source of carbon. Amount of SDS degraded was assayed by methylene blue active substance (MBAS). RESULTS AND CONCLUSION Identification of the sdsA gene was carried by PCR and subsequent sequencing of the 16S rDNA gene and biochemical tests identified Pseudomonas aeruginosa. This bacterium is able to degrade 84% of SDS after four days incubation. Bacteria isolated from car wash wastewater were shown to carry the sdsA gene (670bp) and the alkylsulfatase enzyme specific activity expressed from this gene was determined to be 24.3 unit/mg. The results presented in this research indicate that Pseudomonas aeruginosa is a suitable candidate for SDS biodegradation.
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Affiliation(s)
- Razieh Shahbazi
- Corresponding author: Razieh Shahbazi, Address: Department of Biology, Faculty of Basic Sciences, Alzahra University, Tehran, Iran. E-mail:
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Asgarani E, Soudi MR, Borzooee F, Dabbagh R. Radio-resistance in psychrotrophic Kocuria sp. ASB 107 isolated from Ab-e-Siah radioactive spring. J Environ Radioact 2012; 113:171-176. [PMID: 22809716 DOI: 10.1016/j.jenvrad.2012.04.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2011] [Revised: 04/02/2012] [Accepted: 04/19/2012] [Indexed: 06/01/2023]
Abstract
A new isolate, Kocuria sp. ASB 107 from the Ab-e-Siah mineral radioactive spring (Ramsar, Mazandaran Province, Iran) was characterized on the basis of morphological and biochemical characteristics plus 16S rRNA gene sequencing. The isolate is most closely related to Kocuria rosea DSM 20447(T) (99.7% sequence similarity) and Kocuria polaris DSM 14382(T) (99.5%). This strain has some resistance to various genotoxic stresses, such as ionizing radiation, ultraviolet (256 nm- UV) and corona discharge. The 90% lethal doses (D(10)) for gamma-rays and 256 nm-UV are 2 kGy and 400 J m(-2), respectively, in definite cell concentration. Moreover, the resistance for a definite energy of corona discharge is 10 s, about 10 times greater than that of Escherichia coli. The growth temperature of the strain ASB 107 is 0-37 °C in TSB (tryptic soy broth). This study is the first report on the psychrotrophic radio-resistant bacteria belonging to the Kocuria genus isolated from Ab-e-Siah spring.
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Affiliation(s)
- Ezat Asgarani
- Department of Biology, Faculty of Sciences, Alzahra University, Tehran, Iran.
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