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Adnan-Awad S, Kankainen M, Mustjoki S. Mutational landscape of chronic myeloid leukemia: more than a single oncogene leukemia. Leuk Lymphoma 2021; 62:2064-2078. [PMID: 33944660 DOI: 10.1080/10428194.2021.1894652] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
The BCR-ABL1 fusion gene, which causes aberrant kinase activity and uncontrolled cell proliferation, is the hallmark of chronic myeloid leukemia (CML). The development of tyrosine kinase inhibitors (TKI) that target the BCR-ABL oncoprotein has led to dramatic improvement in CML management. However, some challenges remain to be addressed in the TKI era, including patient stratification and the selection of frontline TKIs and CML progression. Additionally, with the emerging goal of treatment-free remission (TFR) in CML management, biomarkers that predict the outcomes of stopping TKI remain to be identified. Notably, recent reports have revealed the power of genome screening in understanding the role of genome aberrations other than BCR-ABL1 in CML pathogenesis. These studies have discovered the presence of disease-phase specific mutations and linked certain mutations to inferior responses to TKI treatment and CML progression. A personalized approach that incorporates genetic data in tailoring treatment strategies has been successfully implemented in acute leukemia, and it represents a promising approach for the management of high-risk CML patients. In this article, we will review current knowledge about the mutational profile in different phases of CML as well as patterns of mutational dynamics in patients having different outcomes. We highlight the effects of somatic mutations involving certain genes (e.g. epigenetic modifiers) on the outcomes of TKI treatment. We also discuss the potential value of incorporating genetic data in treatment decisions and the routine care of CML patients as a future direction for optimizing CML management.
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Martínez-López J, Mustjoki S, Porkka K, Klisovic RB, Wolf D, Busque L, Hernández-Boluda JC, Swanink R, Martin Regueira P, Lipton JH. The safety and efficacy of dasatinib plus nivolumab in patients with previously treated chronic myeloid leukemia: results from a phase 1b dose-escalation study. Leuk Lymphoma 2021; 62:2040-2043. [PMID: 33653205 DOI: 10.1080/10428194.2021.1889536] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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53
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Autio M, Leivonen SK, Brück O, Mustjoki S, Mészáros Jørgensen J, Karjalainen-Lindsberg ML, Beiske K, Holte H, Pellinen T, Leppä S. Immune cell constitution in the tumor microenvironment predicts the outcome in diffuse large B-cell lymphoma. Haematologica 2021; 106:718-729. [PMID: 32079690 PMCID: PMC7927991 DOI: 10.3324/haematol.2019.243626] [Citation(s) in RCA: 80] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Indexed: 12/12/2022] Open
Abstract
The tumor microenvironment (TME) and limited immune surveillance
play important roles in lymphoma pathogenesis. Here we
aimed to characterize immunological profiles of diffuse large B-cell
lymphoma (DLBCL) and predict the outcome in response to
immunochemotherapy. We profiled the expression of 730 immune-related
genes in tumor tissues of 81 patients with DLBCL utilizing the Nanostring
platform, and used multiplex immunohistochemistry to characterize T-cell
phenotypes, including cytotoxic T cells (CD8, Granzyme B, OX40, Ki67),
T-cell immune checkpoint (CD3, CD4, CD8, PD1, TIM3, LAG3), as well as
regulatory T-cells and Th1 effector cells (CD3, CD4, FOXP3, TBET) in 188
patients. We observed a high degree of heterogeneity at the transcriptome
level. Correlation matrix analysis identified gene expression signatures
with highly correlating genes, the main cluster containing genes for cytolytic
factors, immune checkpoint molecules, T cells and macrophages, together
named a TME immune cell signature. Immunophenotyping of the distinct
cell subsets revealed that a high proportion of immune checkpoint positive
T cells translated to unfavorable survival. Together, our results demonstrate
that the immunological profile of DLBCL TME is heterogeneous and clinically
meaningful. This highlights the potential impact of T-cell immune
checkpoint in regulating survival and resistance to immunochemotherapy.
(Registered at clinicaltrials.gov identifiers: NCT01502982 and NCT01325194.)
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Jokinen E, Huuhtanen J, Mustjoki S, Heinonen M, Lähdesmäki H. Predicting recognition between T cell receptors and epitopes with TCRGP. PLoS Comput Biol 2021; 17:e1008814. [PMID: 33764977 PMCID: PMC8023491 DOI: 10.1371/journal.pcbi.1008814] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 04/06/2021] [Accepted: 02/17/2021] [Indexed: 12/31/2022] Open
Abstract
Adaptive immune system uses T cell receptors (TCRs) to recognize pathogens and to consequently initiate immune responses. TCRs can be sequenced from individuals and methods analyzing the specificity of the TCRs can help us better understand individuals' immune status in different disorders. For this task, we have developed TCRGP, a novel Gaussian process method that predicts if TCRs recognize specified epitopes. TCRGP can utilize the amino acid sequences of the complementarity determining regions (CDRs) from TCRα and TCRβ chains and learn which CDRs are important in recognizing different epitopes. Our comprehensive evaluation with epitope-specific TCR sequencing data shows that TCRGP achieves on average higher prediction accuracy in terms of AUROC score than existing state-of-the-art methods in epitope-specificity predictions. We also propose a novel analysis approach for combined single-cell RNA and TCRαβ (scRNA+TCRαβ) sequencing data by quantifying epitope-specific TCRs with TCRGP and identify HBV-epitope specific T cells and their transcriptomic states in hepatocellular carcinoma patients.
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MESH Headings
- Amino Acid Sequence
- Complementarity Determining Regions
- Computational Biology/methods
- Epitopes, T-Lymphocyte/chemistry
- Epitopes, T-Lymphocyte/genetics
- Epitopes, T-Lymphocyte/metabolism
- Humans
- Normal Distribution
- Receptors, Antigen, T-Cell/chemistry
- Receptors, Antigen, T-Cell/genetics
- Receptors, Antigen, T-Cell/metabolism
- Sequence Analysis, Protein/methods
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Savola P, Lundgren S, Keränen MAI, Almusa H, Ellonen P, Leirisalo-Repo M, Kelkka T, Mustjoki S. Author Correction: Clonal hematopoiesis in patients with rheumatoid arthritis. Blood Cancer J 2021; 11:36. [PMID: 33597539 PMCID: PMC7890050 DOI: 10.1038/s41408-021-00427-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
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Sheffer M, Lowry E, Beelen N, Borah M, Amara SNA, Mader CC, Roth J, Tsherniak A, Dashevsky O, Gandolfi S, Bender S, Bryan J, Zhu C, Wang L, Simoes RDM, Yu C, Hu Y, Dufva O, Giannakis M, Golub T, Romee R, Mustjoki S, Culhane AC, Wieten L, Mitsiades CS. Abstract PO041: Landscape of molecular events regulating tumor cell responses to natural killer cells. Cancer Immunol Res 2021. [DOI: 10.1158/2326-6074.tumimm20-po041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Natural killer (NK) cells exhibit potent activity in pre-clinical models of diverse hematologic malignancies and solid tumors and infusion of high numbers of NK cells, either autologous or allogeneic, after their ex vivo expansion and activation, has been feasible and safe in clinical studies. To systematically define molecular features in human tumor cells which determine their degree of sensitivity to human allogeneic NK cells, we quantified the NK cell responsiveness of hundreds of molecularly-annotated “DNA-barcoded” solid tumor cell lines in multiplexed format (PRISM; Profiling Relative Inhibition Simultaneously in Mixtures approach), correlating cytotoxicity scores for each cell line with the CCLE transcriptional data (RNA-seq), to reveal genes that are associated with resistance or sensitivity to NK cells. In addition, we applied genome-scale CRISPR-based gene editing screens in several solid tumor cell lines to interrogate, at a functional level, which genes regulate tumor cell response to NK cells. Based on these orthogonal studies, NK sensitive tumor cells tend to exhibit high levels of the NK cell-activating ligand B7-H6 (NCR3LG1); low levels of the inhibitory ligand HLA-E; microsatellite instability (MSI) status; high transcriptional signature for chromatin remodeling complexes and low antigen presentation machinery genes. Treatment with an HDAC inhibitor reduced the sensitivity of SW620 colon cancer cells, increased antigen presentation machinery, including HLA-E, and reduced B7-H6. Importantly, we observe that transcriptional signatures of NK cell-sensitive tumor cells correlate with immune checkpoint inhibitor resistance in clinical samples. Strikingly, comprehensive analysis of the CCLE transcriptional signatures revealed that cell lines with mesenchymal-like program tend to be more sensitive to NK cells treatment, compared with cell lines of epithelial-like program. Indeed, mesenchymal tumors tend to have lower expression of antigen presentation machinery in both CCLE and TCGA, suggesting a link between these two machieneries. This study provides a comprehensive map of mechanisms regulating tumor cell responses to NK cells, with implications for future biomarker-driven applications of NK cell immunotherapies.
Citation Format: Michal Sheffer, Emily Lowry, Nicky Beelen, Minasri Borah, Suha Naffar-Abu Amara, Chris C. Mader, Jennifer Roth, Aviad Tsherniak, Olga Dashevsky, Sara Gandolfi, Samantha Bender, Jordan Bryan, Cong Zhu, Li Wang, Ricardo De-Matos Simoes, Channing Yu, Yiguo Hu, Olli Dufva, Marios Giannakis, Todd Golub, Rizwan Romee, Satu Mustjoki, Aedin C. Culhane, Lotte Wieten, Constantine S. Mitsiades. Landscape of molecular events regulating tumor cell responses to natural killer cells [abstract]. In: Abstracts: AACR Virtual Special Conference: Tumor Immunology and Immunotherapy; 2020 Oct 19-20. Philadelphia (PA): AACR; Cancer Immunol Res 2021;9(2 Suppl):Abstract nr PO041.
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Brück O, Lee MH, Turkki R, Uski I, Penttilä P, Paavolainen L, Kovanen P, Järvinen P, Bono P, Pellinen T, Mustjoki S, Kreutzman A. Spatial immunoprofiling of the intratumoral and peritumoral tissue of renal cell carcinoma patients. Mod Pathol 2021; 34:2229-2241. [PMID: 34215851 PMCID: PMC8592837 DOI: 10.1038/s41379-021-00864-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 06/18/2021] [Accepted: 06/18/2021] [Indexed: 01/02/2023]
Abstract
While the abundance and phenotype of tumor-infiltrating lymphocytes are linked with clinical survival, their spatial coordination and its clinical significance remain unclear. Here, we investigated the immune profile of intratumoral and peritumoral tissue of clear cell renal cell carcinoma patients (n = 64). We trained a cell classifier to detect lymphocytes from hematoxylin and eosin stained tissue slides. Using unsupervised classification, patients were further classified into immune cold, hot and excluded topographies reflecting lymphocyte abundance and localization. The immune topography distribution was further validated with The Cancer Genome Atlas digital image dataset. We showed association between PBRM1 mutation and immune cold topography, STAG1 mutation and immune hot topography and BAP1 mutation and immune excluded topography. With quantitative multiplex immunohistochemistry we analyzed the expression of 23 lymphocyte markers in intratumoral and peritumoral tissue regions. To study spatial interactions, we developed an algorithm quantifying the proportion of adjacent immune cell pairs and their immunophenotypes. Immune excluded tumors were associated with superior overall survival (HR 0.19, p = 0.02) and less extensive metastasis. Intratumoral T cells were characterized with pronounced expression of immunological activation and exhaustion markers such as granzyme B, PD1, and LAG3. Immune cell interaction occurred most frequently in the intratumoral region and correlated with CD45RO expression. Moreover, high proportion of peritumoral CD45RO+ T cells predicted poor overall survival. In summary, intratumoral and peritumoral tissue regions represent distinct immunospatial profiles and are associated with clinicopathologic characteristics.
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Kelkka T, Savola P, Bhattacharya D, Huuhtanen J, Lönnberg T, Kankainen M, Paalanen K, Tyster M, Lepistö M, Ellonen P, Smolander J, Eldfors S, Yadav B, Khan S, Koivuniemi R, Sjöwall C, Elo LL, Lähdesmäki H, Maeda Y, Nishikawa H, Leirisalo-Repo M, Sokka-Isler T, Mustjoki S. Adult-Onset Anti-Citrullinated Peptide Antibody-Negative Destructive Rheumatoid Arthritis Is Characterized by a Disease-Specific CD8+ T Lymphocyte Signature. Front Immunol 2020; 11:578848. [PMID: 33329548 PMCID: PMC7732449 DOI: 10.3389/fimmu.2020.578848] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 10/15/2020] [Indexed: 11/30/2022] Open
Abstract
Rheumatoid arthritis (RA) is a complex autoimmune disease targeting synovial joints. Traditionally, RA is divided into seropositive (SP) and seronegative (SN) disease forms, the latter consisting of an array of unrelated diseases with joint involvement. Recently, we described a severe form of SN-RA that associates with characteristic joint destruction. Here, we sought biological characteristics to differentiate this rare but aggressive anti-citrullinated peptide antibody-negative destructive RA (CND-RA) from early seropositive (SP-RA) and seronegative rheumatoid arthritis (SN-RA). We also aimed to study cytotoxic CD8+ lymphocytes in autoimmune arthritis. CND-RA, SP-RA and SN-RA were compared to healthy controls to reveal differences in T-cell receptor beta (TCRβ) repertoire, cytokine levels and autoantibody repertoires. Whole-exome sequencing (WES) followed by single-cell RNA-sequencing (sc-RNA-seq) was performed to study somatic mutations in a clonally expanded CD8+ lymphocyte population in an index patient. A unique TCRβ signature was detected in CND-RA patients. In addition, CND-RA patients expressed higher levels of the bone destruction-associated TNFSF14 cytokine. Blood IgG repertoire from CND-RA patients recognized fewer endogenous proteins than SP-RA patients’ repertoires. Using WES, we detected a stable mutation profile in the clonally expanded CD8+ T-cell population characterized by cytotoxic gene expression signature discovered by sc-RNA-sequencing. Our results identify CND-RA as an independent RA subset and reveal a CND-RA specific TCR signature in the CD8+ lymphocytes. Improved classification of seronegative RA patients underlines the heterogeneity of RA and also, facilitates development of improved therapeutic options for the treatment resistant patients.
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Savola P, Martelius T, Kankainen M, Huuhtanen J, Lundgren S, Koski Y, Eldfors S, Kelkka T, Keränen MA, Ellonen P, Kovanen PE, Kytölä S, Saarela J, Lähdesmäki H, Seppänen MR, Mustjoki S. Somatic mutations and T-cell clonality in patients with immunodeficiency. Haematologica 2020; 105:2757-2768. [PMID: 33256375 PMCID: PMC7716374 DOI: 10.3324/haematol.2019.220889] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Accepted: 12/18/2019] [Indexed: 11/13/2022] Open
Abstract
Common variable immunodeficiency and other late-onset immunodeficiencies often co-manifest with autoimmunity and lymphoproliferation. The pathogenesis of most cases is elusive, as only a minor subset harbors known monogenic germline causes. The involvement of both B and T cells is however implicated. To study whether somatic mutations in CD4+ and CD8+ T cells associate with immunodeficiency, we recruited 17 patients and 21 healthy controls. Eight patients had late-onset common variable immunodeficiency and nine patients other immunodeficiency and/or severe autoimmunity. In total, autoimmunity occurred in 94% and lymphoproliferation in 65%. We performed deep sequencing of 2533 immune-associated genes from CD4+ and CD8+ cells. Deep T-cell receptor beta sequencing was used to characterize CD4+ and CD8+ T-cell receptor repertoires. The prevalence of somatic mutations was 65% in all immunodeficiency patients, 75% in common variable immunodeficiency and 48% in controls. Clonal hematopoiesis-associated variants in both CD4+ and CD8+ cells occurred in 24% of immunodeficiency patients. Results demonstrated mutations in known tumor suppressors, oncogenes, and genes that are critical for immune- and proliferative functions, such as STAT5B (two patients), C5AR1 (two patients), KRAS (one patient), and NOD2 (one patient). Additionally, as a marker of T-cell receptor repertoire perturbation, common variable immunodeficiency patients harbored increased frequencies of clones with identical complementarity determining region 3 sequences despite unique nucleotide sequences when compared to controls. In conclusion, somatic mutations in genes implicated for autoimmunity and lymphoproliferation are common in CD4+ and CD8+ cells of patients with immunodeficiency. They may contribute to immune dysregulation in a subset of immunodeficiency patients.
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Cuesta-Mateos C, Fuentes P, Schrader A, Juárez-Sánchez R, Loscertales J, Mateu-Albero T, Vega-Piris L, Espartero-Santos M, Marcos-Jimenez A, Sánchez-López BA, Pérez-García Y, Jungherz D, Oberbeck S, Wahnschaffe L, Kreutzman A, Andersson EI, Mustjoki S, Faber E, Urzainqui A, Fresno M, Stamatakis K, Alfranca A, Terrón F, Herling M, Toribio ML, Muñoz-Calleja C. CCR7 as a novel therapeutic target in t-cell PROLYMPHOCYTIC leukemia. Biomark Res 2020; 8:54. [PMID: 33110606 PMCID: PMC7585232 DOI: 10.1186/s40364-020-00234-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Accepted: 10/12/2020] [Indexed: 12/20/2022] Open
Abstract
T-cell prolymphocytic leukemia (T-PLL) is a poor prognostic disease with very limited options of efficient therapies. Most patients are refractory to chemotherapies and despite high response rates after alemtuzumab, virtually all patients relapse. Therefore, there is an unmet medical need for novel therapies in T-PLL. As the chemokine receptor CCR7 is a molecule expressed in a wide range of malignancies and relevant in many tumor processes, the present study addressed the biologic role of this receptor in T-PLL. Furthermore, we elucidated the mechanisms of action mediated by an anti-CCR7 monoclonal antibody (mAb) and evaluated whether its anti-tumor activity would warrant development towards clinical applications in T-PLL. Our results demonstrate that CCR7 is a prognostic biomarker for overall survival in T-PLL patients and a functional receptor involved in the migration, invasion, and survival of leukemic cells. Targeting CCR7 with a mAb inhibited ligand-mediated signaling pathways and induced tumor cell killing in primary samples. In addition, directing antibodies against CCR7 was highly effective in T-cell leukemia xenograft models. Together, these findings make CCR7 an attractive molecule for novel mAb-based therapeutic applications in T-PLL, a disease where recent drug screen efforts and studies addressing new compounds have focused on chemotherapy or small molecules.
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Dufva O, Pölönen P, Brück O, Keränen MAI, Klievink J, Mehtonen J, Huuhtanen J, Kumar A, Malani D, Siitonen S, Kankainen M, Ghimire B, Lahtela J, Mattila P, Vähä-Koskela M, Wennerberg K, Granberg K, Leivonen SK, Meriranta L, Heckman C, Leppä S, Nykter M, Lohi O, Heinäniemi M, Mustjoki S. Immunogenomic Landscape of Hematological Malignancies. Cancer Cell 2020; 38:380-399.e13. [PMID: 32649887 DOI: 10.1016/j.ccell.2020.06.002] [Citation(s) in RCA: 94] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Revised: 03/27/2020] [Accepted: 05/29/2020] [Indexed: 12/15/2022]
Abstract
Understanding factors that shape the immune landscape across hematological malignancies is essential for immunotherapy development. We integrated over 8,000 transcriptomes and 2,000 samples with multilevel genomics of hematological cancers to investigate how immunological features are linked to cancer subtypes, genetic and epigenetic alterations, and patient survival, and validated key findings experimentally. Infiltration of cytotoxic lymphocytes was associated with TP53 and myelodysplasia-related changes in acute myeloid leukemia, and activated B cell-like phenotype and interferon-γ response in lymphoma. CIITA methylation regulating antigen presentation, cancer type-specific immune checkpoints, such as VISTA in myeloid malignancies, and variation in cancer antigen expression further contributed to immune heterogeneity and predicted survival. Our study provides a resource linking immunology with cancer subtypes and genomics in hematological malignancies.
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MESH Headings
- Acute Disease
- Epigenesis, Genetic
- Gene Expression Profiling/methods
- Gene Expression Regulation, Neoplastic
- Genomics/methods
- HLA Antigens/genetics
- Humans
- Immunotherapy/methods
- Leukemia, Myeloid/genetics
- Leukemia, Myeloid/immunology
- Leukemia, Myeloid/therapy
- Lymphocytes, Tumor-Infiltrating/immunology
- Lymphocytes, Tumor-Infiltrating/metabolism
- Lymphoma, Large B-Cell, Diffuse/genetics
- Lymphoma, Large B-Cell, Diffuse/immunology
- Lymphoma, Large B-Cell, Diffuse/therapy
- Multiple Myeloma/genetics
- Multiple Myeloma/immunology
- Multiple Myeloma/therapy
- Mutation
- Tumor Suppressor Protein p53/genetics
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Dufva O, Pölönen P, Brück O, Keränen MAI, Klievink J, Mehtonen J, Huuhtanen J, Kumar A, Malani D, Siitonen S, Kankainen M, Ghimire B, Lahtela J, Mattila P, Vähä-Koskela M, Wennerberg K, Granberg K, Leivonen SK, Meriranta L, Heckman C, Leppä S, Nykter M, Lohi O, Heinäniemi M, Mustjoki S. Immunogenomic Landscape of Hematological Malignancies. Cancer Cell 2020; 38:424-428. [PMID: 32931743 DOI: 10.1016/j.ccell.2020.08.019] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Turpin R, Munne P, Suleymanova I, Mustjoki S, Pouwels J, Klefström J. Abstract 1115: Patient-derived explant cultures (PDECs) as a model system for immuno-oncology studies. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-1115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Despite the great promise of immunotherapy, only relatively few patients show long-term complete remission. In addition, immunotherapy is not effective against every cancer type. Cancer types with low mutational burden such as breast cancer (BCa), for example, are thought to not elicit an immune reaction and are therefore considered non-immunogenic. A major hurdle in the advancement of immunotherapy is the lack of preclinical models that faithfully preserve the tumor microenvironment and recapitulate human disease. We have developed a method to grow 3D cultures of intact fragments of patient-derived tissue (Patient-Derived Explant Cultures; PDECs), which has been used to assess the efficacy of novel treatment regimens on real human tumors (Haikala et al., Nature Comm. 2019; Tervonen et al., Oncogene 2016). PDECs offer many advantages over other cancer model systems; PDECs preserve the human tumor microenvironment, reflect inter- and intra-patient tumor heterogeneity and results are obtained within one week. Up to 16 experimental samples can be obtained from one clinical sample, allowing the same ‘patient' to be experimentally treated with different drug regimens and/or measurement of more than one endpoint.To assess whether PDECs are also a suitable model for IO studies we performed immunoprofiling experiments using FACS, RT-PCR, cytokine profiling and immunofluorescence, showing that the immune-contexture, i.e. the number and activation status of different immune cell types, is similar in PDECs than in the primary tumor they were derived from. Subsequently, we addressed whether the resident immune cells in PDECs were functional. Preliminary data showed that direct T cell activation in PDECs led to apoptosis of cancer cells and invoked a complex immune response, as assessed using cytokine profiling and FACS. Treatment with the immune checkpoint inhibitor anti-PD-1 had more moderate effects. These data reflect the clinical reality where very few BCa patients respond to immune checkpoint monotherapy, but also show that T cells in BCa can be activated to kill the cancer cells, suggesting that with the right treatment strategies, BCa can be targeted with immunotherapy. All in all, our data show that the tumor's immunocontexture is conserved in PDECs and that resident immune cells in PDECs can be activated to attack cancer cells, and thus support the use of PDECs as an ex vivo model system to study immuno-oncology in real human cancers for the development of the immunotherapies of tomorrow.
Citation Format: Rita Turpin, Pauliina Munne, Ilida Suleymanova, Satu Mustjoki, Jeroen Pouwels, Juha Klefström. Patient-derived explant cultures (PDECs) as a model system for immuno-oncology studies [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 1115.
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Park JS, Tin G, de Araujo ED, Orlova A, Sorger H, Grebien F, Heyes E, Geletu M, Villalonga R, Sampedro A, Sedighi A, Herling M, Mustjoki S, Eram MS, Ahmar S, Moriggl R, O'Meara JA, Proudfoot J, Noel K, Kraskouskaya D, Fleck R, Gunning PT. Abstract LB-108: A potent and selective small molecule degrader of STAT5 for the treatment of hematological malignancies. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-lb-108] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
STAT5 is a member of the signal transducer and activator of transcription family of proteins and is widely recognized as an oncogenic master regulator of hematological malignancies. To date, therapeutic approaches to attenuate aberrant activity have focused on upstream kinase targets such as JAK2, Bcr-Abl, Flt3, and Flt3-ITD. To date, there is no STAT5-selective inhibitor in clinical development. More recently, PROTAC approaches have been deployed successfully against the STAT3 isoform and demonstrated efficacy and safety in preclinical models. We herein report the identification of a potent and selective, non-PROTAC, small molecule degrader of STAT5 protein, JPX-0750. Upon binding, JPX-0750 covalently and selectively binds to a cysteine residue on STAT5 via an electrophilic warhead, which induces profound destabilization of STAT5. The unfolding/destabilization effect can be observed via Western blot, isothermal denaturation of purified protein and HDX exchange. In a range of AML and TPLL cell lines exposure to JPX-750 at nM concentrations leads to a rapid and dose-dependant degradation of both phospho-STAT5 and total STAT5 with resultant IC50's between 80-200 nM. Washout experiments determined that exposure to JPX-0750 at 1 µM for 2-4 h is sufficient to degrade STAT5, inhibit downstream targets, and induce apoptosis. Moreover, in the same washout experiments, 50% STAT5 recovery post-washout required >72 h suggesting a long pharmacodynamic effect. Against STAT3, degrading effects are observed later, 24 h post washout (6 h treatment), indicating that anti-STAT5 activity is more rapid in AML cells and in line with the inherent stability of each protein. No effect was observed on either STAT1 or pSTAT1 upon exposure to JPX-750. Importantly, compared to standard AML cell lines JPX-750 demonstrated similar low nM potency in 25/30 primary AML blasts and TPLL patient samples, including those with poor prognostic markers. JPX-750 exhibits a large therapeutic window for AML versus pooled human fibroblasts and hematopoietic stem cells (ca 100 fold). In a preclinical MV4;11 luciferase model, structurally related JPX-700, at 5 mg/kg (IP, qd) significantly reduced leukemic burden, suppressed tumour dissemination to both the lung and liver, and had no effect on body weight, organ histology or blood parameters. In summary, JPX-750 represents a new class of potent and selective small molecule degraders of STAT5 protein.
Citation Format: Ji Sung Park, Gary Tin, Elvin D. de Araujo, Anna Orlova, Helena Sorger, Florian Grebien, Elizabeth Heyes, Mulu Geletu, Ruth Villalonga, Angel Sampedro, Abootaleb Sedighi, Marco Herling, Satu Mustjoki, Mohammad S. Eram, Siawash Ahmar, Richard Moriggl, Jeff A. O'Meara, John Proudfoot, Kay Noel, Dziyana Kraskouskaya, Roman Fleck, Patrick T. Gunning. A potent and selective small molecule degrader of STAT5 for the treatment of hematological malignancies [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr LB-108.
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Majumder MM, Leppä AM, Hellesøy M, Dowling P, Malyutina A, Kopperud R, Bazou D, Andersson E, Parsons A, Tang J, Kallioniemi O, Mustjoki S, O'Gorman P, Wennerberg K, Porkka K, Gjertsen BT, Heckman CA. Multi-parametric single cell evaluation defines distinct drug responses in healthy hematologic cells that are retained in corresponding malignant cell types. Haematologica 2020; 105:1527-1538. [PMID: 31439679 PMCID: PMC7271564 DOI: 10.3324/haematol.2019.217414] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Accepted: 08/22/2019] [Indexed: 01/22/2023] Open
Abstract
Innate drug sensitivity in healthy cells aids identification of lineage specific anti-cancer therapies and reveals off-target effects. To characterize the diversity in drug responses in the major hematopoietic cell types, we simultaneously assessed their sensitivity to 71 small molecules utilizing a multi-parametric flow cytometry assay and mapped their proteomic and basal signaling profiles. Unsupervised hierarchical clustering identified distinct drug responses in healthy cell subsets based on their cellular lineage. Compared to other cell types, CD19+/B and CD56+/NK cells were more sensitive to dexamethasone, venetoclax and midostaurin, while monocytes were more sensitive to trametinib. Venetoclax exhibited dose-dependent cell selectivity that inversely correlated to STAT3 phosphorylation. Lineage specific effect of midostaurin was similarly detected in CD19+/B cells from healthy, acute myeloid leukemia and chronic lymphocytic leukemia samples. Comparison of drug responses in healthy and neoplastic cells showed that healthy cell responses are predictive of the corresponding malignant cell response. Taken together, understanding drug sensitivity in the healthy cell-of-origin provides opportunities to obtain a new level of therapy precision and avoid off-target toxicity.
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66
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Gasparini VR, Binatti A, Coppe A, Teramo A, Vicenzetto C, Calabretto G, Barilà G, Barizza A, Giussani E, Facco M, Mustjoki S, Semenzato G, Zambello R, Bortoluzzi S. A high definition picture of somatic mutations in chronic lymphoproliferative disorder of natural killer cells. Blood Cancer J 2020; 10:42. [PMID: 32321919 PMCID: PMC7176632 DOI: 10.1038/s41408-020-0309-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 03/24/2020] [Accepted: 04/03/2020] [Indexed: 12/13/2022] Open
Abstract
The molecular pathogenesis of chronic lymphoproliferative disorder of natural killer (NK) cells (CLPD-NK) is poorly understood. Following the screening of 57 CLPD-NK patients, only five presented STAT3 mutations. WES profiling of 13 cases negative for STAT3/STAT5B mutations uncovered an average of 18 clonal, population rare and deleterious somatic variants per patient. The mutational landscape of CLPD-NK showed that most patients carry a heavy mutational burden, with major and subclonal deleterious mutations co-existing in the leukemic clone. Somatic mutations hit genes wired to cancer proliferation, survival, and migration pathways, in the first place Ras/MAPK, PI3K-AKT, in addition to JAK/STAT (PIK3R1 and PTK2). We confirmed variants with putative driver role of MAP10, MPZL1, RPS6KA1, SETD1B, TAOK2, TMEM127, and TNFRSF1A genes, and of genes linked to viral infections (DDX3X and RSF1) and DNA repair (PAXIP1). A truncating mutation of the epigenetic regulator TET2 and a variant likely abrogating PIK3R1-negative regulatory activity were validated. This study significantly furthered the view of the genes and pathways involved in CLPD-NK, indicated similarities with aggressive diseases of NK cells and detected mutated genes targetable by approved drugs, being a step forward to personalized precision medicine for CLPD-NK patients.
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67
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Karihtala K, Leivonen SK, Brück O, Karjalainen-Lindsberg ML, Mustjoki S, Pellinen T, Leppä S. Prognostic Impact of Tumor-Associated Macrophages on Survival Is Checkpoint Dependent in Classical Hodgkin Lymphoma. Cancers (Basel) 2020; 12:cancers12040877. [PMID: 32260340 PMCID: PMC7225916 DOI: 10.3390/cancers12040877] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 03/25/2020] [Accepted: 03/30/2020] [Indexed: 12/25/2022] Open
Abstract
Tumor microenvironment and immune escape affect pathogenesis and survival in classical Hodgkin lymphoma (cHL). While tumor-associated macrophage (TAM) content has been associated with poor outcomes, macrophage-derived determinants with clinical impact have remained undefined. Here, we have used multiplex immunohistochemistry and digital image analysis to characterize TAM immunophenotypes with regard to expression of checkpoint molecules programmed cell death ligand 1 (PD-L1) and indoleamine 2,3-dioxygenase 1 (IDO-1) from the diagnostic tumor tissue samples of 130 cHL patients, and correlated the findings with clinical characteristics and survival. We show that a large proportion of TAMs express PD-L1 (CD68+, median 32%; M2 type CD163+, median 22%), whereas the proportion of TAMs expressing IDO-1 is lower (CD68+, median 5.5%; CD163+, median 1.4%). A high proportion of PD-L1 and IDO-1 expressing TAMs from all TAMs (CD68+), or from CD163+ TAMs, is associated with inferior outcome. In multivariate analysis with age and stage, high proportions of PD-L1+ and IDO-1+ TAMs remain independent prognostic factors for freedom from treatment failure (PD-L1+CD68+/CD68+, HR = 2.63, 95% CI 1.17–5.88, p = 0.019; IDO-1+CD68+/CD68+, HR = 2.48, 95% CI 1.03–5.95, p = 0.042). In contrast, proportions of PD-L1+ tumor cells, all TAMs or PD-L1− and IDO-1− TAMs are not associated with outcome. The findings implicate that adverse prognostic impact of TAMs is checkpoint-dependent in cHL.
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68
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Dufva O, Koski J, Maliniemi P, Ianevski A, Klievink J, Leitner J, Pölönen P, Hohtari H, Saeed K, Hannunen T, Ellonen P, Steinberger P, Kankainen M, Aittokallio T, Keränen MAI, Korhonen M, Mustjoki S. Integrated drug profiling and CRISPR screening identify essential pathways for CAR T-cell cytotoxicity. Blood 2020; 135:597-609. [PMID: 31830245 PMCID: PMC7098811 DOI: 10.1182/blood.2019002121] [Citation(s) in RCA: 124] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Accepted: 11/26/2019] [Indexed: 02/07/2023] Open
Abstract
Chimeric antigen receptor (CAR) T-cell therapy has proven effective in relapsed and refractory B-cell malignancies, but resistance and relapses still occur. Better understanding of mechanisms influencing CAR T-cell cytotoxicity and the potential for modulation using small-molecule drugs could improve current immunotherapies. Here, we systematically investigated druggable mechanisms of CAR T-cell cytotoxicity using >500 small-molecule drugs and genome-scale CRISPR-Cas9 loss-of-function screens. We identified several tyrosine kinase inhibitors that inhibit CAR T-cell cytotoxicity by impairing T-cell signaling transcriptional activity. In contrast, the apoptotic modulator drugs SMAC mimetics sensitized B-cell acute lymphoblastic leukemia and diffuse large B-cell lymphoma cells to anti-CD19 CAR T cells. CRISPR screens identified death receptor signaling through FADD and TNFRSF10B (TRAIL-R2) as a key mediator of CAR T-cell cytotoxicity and elucidated the RIPK1-dependent mechanism of sensitization by SMAC mimetics. Death receptor expression varied across genetic subtypes of B-cell malignancies, suggesting a link between mechanisms of CAR T-cell cytotoxicity and cancer genetics. These results implicate death receptor signaling as an important mediator of cancer cell sensitivity to CAR T-cell cytotoxicity, with potential for pharmacological targeting to enhance cancer immunotherapy. The screening data provide a resource of immunomodulatory properties of cancer drugs and genetic mechanisms influencing CAR T-cell cytotoxicity.
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MESH Headings
- Cell Line, Tumor
- Clustered Regularly Interspaced Short Palindromic Repeats
- Cytotoxicity Tests, Immunologic/methods
- Cytotoxicity, Immunologic/immunology
- Drug Resistance, Neoplasm/immunology
- Drug Screening Assays, Antitumor/methods
- Humans
- Immunotherapy, Adoptive/methods
- Lymphocyte Activation/immunology
- Lymphoma, Large B-Cell, Diffuse/immunology
- Precursor Cell Lymphoblastic Leukemia-Lymphoma/immunology
- Receptors, Chimeric Antigen
- T-Lymphocytes, Cytotoxic/immunology
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69
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Pützer S, Varghese L, von Jan J, Braun T, Giri AK, Mayer P, Riet N, Timonen S, Oberbeck S, Kuusanmäki H, Mustjoki S, Stern MH, Aittokallio T, Newrzela S, Schrader A, Herling M. Reinstated p53 response and high anti-T-cell leukemia activity by the novel alkylating deacetylase inhibitor tinostamustine. Leukemia 2020; 34:2513-2518. [PMID: 32099034 DOI: 10.1038/s41375-020-0772-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Revised: 12/29/2019] [Accepted: 02/13/2020] [Indexed: 11/09/2022]
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70
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Tuovinen EA, Grönholm J, Öhman T, Pöysti S, Toivonen R, Kreutzman A, Heiskanen K, Trotta L, Toiviainen-Salo S, Routes JM, Verbsky J, Mustjoki S, Saarela J, Kere J, Varjosalo M, Hänninen A, Seppänen MRJ. Novel Hemizygous IL2RG p.(Pro58Ser) Mutation Impairs IL-2 Receptor Complex Expression on Lymphocytes Causing X-Linked Combined Immunodeficiency. J Clin Immunol 2020; 40:503-514. [PMID: 32072341 PMCID: PMC7142052 DOI: 10.1007/s10875-020-00745-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Accepted: 01/06/2020] [Indexed: 11/30/2022]
Abstract
Hypomorphic IL2RG mutations may lead to milder phenotypes than X-SCID, named variably as atypical X-SCID or X-CID. We report an 11-year-old boy with a novel c. 172C>T;p.(Pro58Ser) mutation in IL2RG, presenting with atypical X-SCID phenotype. We also review the growing number of hypomorphic IL2RG mutations causing atypical X-SCID. We studied the patient's clinical phenotype, B, T, NK, and dendritic cell phenotypes, IL2RG and CD25 cell surface expression, and IL-2 target gene expression, STAT tyrosine phosphorylation, PBMC proliferation, and blast formation in response to IL-2 stimulation, as well as protein-protein interactions of the mutated IL2RG by BioID proximity labeling. The patient suffered from recurrent upper and lower respiratory tract infections, bronchiectasis, and reactive arthritis. His total lymphocyte counts have remained normal despite skewed T and B cells subpopulations, with very low numbers of plasmacytoid dendritic cells. Surface expression of IL2RG was reduced on his lymphocytes. This led to impaired STAT tyrosine phosphorylation in response to IL-2 and IL-21, reduced expression of IL-2 target genes in patient CD4+ T cells, and reduced cell proliferation in response to IL-2 stimulation. BioID proximity labeling showed aberrant interactions between mutated IL2RG and ER/Golgi proteins causing mislocalization of the mutated IL2RG to the ER/Golgi interface. In conclusion, IL2RG p.(Pro58Ser) causes X-CID. Failure of IL2RG plasma membrane targeting may lead to atypical X-SCID. We further identified another carrier of this mutation from newborn SCID screening, lost to closer scrutiny.
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71
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Hähnel T, Baldow C, Guilhot J, Guilhot F, Saussele S, Mustjoki S, Jilg S, Jost PJ, Dulucq S, Mahon FX, Roeder I, Fassoni AC, Glauche I. Model-based inference and classification of immunological control mechanisms from TKI cessation and dose reduction in CML patients. Cancer Res 2020; 80:2394-2406. [DOI: 10.1158/0008-5472.can-19-2175] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 12/18/2019] [Accepted: 02/05/2020] [Indexed: 11/16/2022]
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72
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Halkola AS, Parvinen K, Kasanen H, Mustjoki S, Aittokallio T. Modelling of killer T-cell and cancer cell subpopulation dynamics under immuno- and chemotherapies. J Theor Biol 2019; 488:110136. [PMID: 31887273 DOI: 10.1016/j.jtbi.2019.110136] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Revised: 11/25/2019] [Accepted: 12/21/2019] [Indexed: 12/22/2022]
Abstract
Each patient's cancer has a unique molecular makeup, often comprised of distinct cancer cell subpopulations. Improved understanding of dynamic processes between cancer cell populations is therefore critical for making treatment more effective and personalized. It has been shown that immunotherapy increases the survival of melanoma patients. However, there remain critical open questions, such as timing and duration of immunotherapy and its added benefits when combined with other types of treatments. We introduce a model for the dynamics of active killer T-cells and cancer cell subpopulations. Rather than defining the cancer cell populations based on their genetic makeup alone, we consider also other, non-genetic differences that make the cell populations either sensitive or resistant to a therapy. Using the model, we make predictions of possible outcomes of the various treatment strategies in virtual melanoma patients, providing hypotheses regarding therapeutic efficacy and side-effects. It is shown, for instance, that starting immunotherapy with a denser treatment schedule may enable changing to a sparser schedule later during the treatment. Furthermore, combination of targeted and immunotherapy results in a better treatment effect, compared to mono-immunotherapy, and a stable disease can be reached with a patient-tailored combination. These results offer better understanding of the competition between T-cells and cancer cells, toward personalized immunotherapy regimens.
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73
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Keskitalo S, Haapaniemi E, Einarsdottir E, Rajamäki K, Heikkilä H, Ilander M, Pöyhönen M, Morgunova E, Hokynar K, Lagström S, Kivirikko S, Mustjoki S, Eklund K, Saarela J, Kere J, Seppänen MRJ, Ranki A, Hannula-Jouppi K, Varjosalo M. Novel TMEM173 Mutation and the Role of Disease Modifying Alleles. Front Immunol 2019; 10:2770. [PMID: 31866997 PMCID: PMC6907089 DOI: 10.3389/fimmu.2019.02770] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 11/12/2019] [Indexed: 02/02/2023] Open
Abstract
Upon binding to pathogen or self-derived cytosolic nucleic acids cyclic GMP-AMP synthase (cGAS) triggers the production of cGAMP that further activates transmembrane protein STING. Upon activation STING translocates from ER via Golgi to vesicles. Monogenic STING gain-of-function mutations cause early-onset type I interferonopathy, with disease presentation ranging from fatal vasculopathy to mild chilblain lupus. Molecular mechanisms underlying the variable phenotype-genotype correlation are presently unclear. Here, we report a novel gain-of-function G207E STING mutation causing a distinct phenotype with alopecia, photosensitivity, thyroid dysfunction, and features of STING-associated vasculopathy with onset in infancy (SAVI), such as livedo reticularis, skin vasculitis, nasal septum perforation, facial erythema, and bacterial infections. Polymorphism in TMEM173 and IFIH1 showed variable penetrance in the affected family, implying contribution to varying phenotype spectrum. The G207E mutation constitutively activates inflammation-related pathways in vitro, and causes aberrant interferon signature and inflammasome activation in patient PBMCs. Treatment with Janus kinase 1 and 2 (JAK1/2) inhibitor baricitinib was beneficiary for a vasculitic ulcer, induced hair regrowth and improved overall well-being in one patient. Protein-protein interactions propose impaired cellular trafficking of G207E mutant. These findings reveal the molecular landscape of STING and propose common polymorphisms in TMEM173 and IFIH1 as likely modifiers of the phenotype.
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74
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Turpin R, Munne P, Suleymanova I, Mustjoki S, Pouwels J, Klefström J. Patient-Derived Explant Cultures (PDECs) as a Model System for Immuno-Oncology Studies. Ann Oncol 2019. [DOI: 10.1093/annonc/mdz451.031] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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75
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Lee M, Järvinen P, Nísen H, Bruck O, Ilander M, Mustjoki S, Kreutzman A. Low NK cell abundance correlates with high expression of PD-1 in CD8+ T cells. Ann Oncol 2019. [DOI: 10.1093/annonc/mdz268.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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