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Leivonen SK, Autio M, Bruck O, Mustjoki S, Joergensen JM, Karjalainen-Lindsberg ML, Beiske K, Holte H, Leppä S. Abstract 980: Clinical impact of T-cell exhaustion in patients with diffuse large B-cell lymphoma. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-980] [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
Introduction: Tumor microenvironment (TME) and limited immune surveillance impact lymphoma pathogenesis and survival. Immune checkpoint receptors, such as programmed cell death-1 (PD1), lymphocyte-activation gene-3 (LAG3) and T-cell immunoglobulin and mucin domain-3 (TIM3), mediate signals leading to T-cell exhaustion and immune escape. Here, we have characterized the immunological profiles of diffuse large B-cell lymphoma (DLBCL) and associated the findings with outcome.
Methods: We utilized the NanoString nCounter platform with a 770-gene PanCancer Immune panel to profile gene expression from 81 RNA samples collected from high-risk DLBCL patients. Multiplex immunohistochemistry (mIHC) with digital image analysis was used to characterize the T-cell phenotypes (CD3, CD4, CD8, PD1, LAG3, and TIM3) in two DLCBL patient cohorts (n=52 and n=136). The findings from gene expression profiling and mIHC were correlated with clinical parameters and patient outcome (i.e. progression-free survival (PFS) and overall survival (OS)).
Results: Gene expression profiling revealed a high degree of heterogeneity among DLCBL. Unsupervised hierarchical clustering identified gene clusters differentially expressed between the patients. The distinct clusters contained genes for cytolytic factors and immune checkpoint molecules (GZMB, PRF1, IFNG, TIM3, LAG3), T-cells (CD3, CD2, CD28), macrophages (CD68, CD163), B-cells (MS4A1, CD19, CD79A/B), and extracellular matrix (FN1, ITGA1/5/6, VEGFA). mIHC revealed that the proportion of CD3+ T-cells varied markedly between the patients (median 24.8%, range 0.5-65.1%). On average, 8.8% (0-34.3%) of the CD3+ T-cells were positive for TIM3, whereas 0.6% (0-5.4%) were positive for LAG3. High content of TIM3+ cells was associated with poor outcome (PFS: HR 1.06, 95%CI 1.02-1.10, P=0.003; OS: HR=1.12, 95%CI 1.04-1.20, P=0.003) in a cohort of 52 DLBCL patients independent of the international prognostic index (IPI). In addition, high proportion of TIM3+CD3+ cells associated with poor survival independently of IPI (PFS: HR 1.07, 95%CI 1.00-1.14, P=0.040; OS: HR 1.087, 95%CI 1.01-1.17, P=0.019). The prognostic impact of TIM3 on survival was validated in a separate mIHC cohort of 136 DLBCL patients (PFS: HR 1.07, 95%CI 1.02-1.14, P=0.014; OS: HR 1.10, 95%CI 1.03-1.16, P=0.002).
Conclusions: Our data demonstrates that the molecular immunological profile of DLBCL is heterogenic and that the expression of T-cell exhaustion marker TIM3 correlates with poor prognosis in patients with DLBCL. A more detailed characterization of immune cell composition in the TME and its impact on survival is ongoing.
Citation Format: Suvi-Katri Leivonen, Matias Autio, Oscar Bruck, Satu Mustjoki, Judit M. Joergensen, Marja-Liisa Karjalainen-Lindsberg, Klaus Beiske, Harald Holte, Sirpa Leppä. Clinical impact of T-cell exhaustion in patients with diffuse large B-cell lymphoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 980.
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Van Horebeek L, Hilven K, Mallants K, Van Nieuwenhuijze A, Kelkka T, Savola P, Mustjoki S, Schlenner SM, Liston A, Dubois B, Goris A. A robust pipeline with high replication rate for detection of somatic variants in the adaptive immune system as a source of common genetic variation in autoimmune disease. Hum Mol Genet 2019; 28:1369-1380. [PMID: 30541027 PMCID: PMC6452186 DOI: 10.1093/hmg/ddy425] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 11/09/2018] [Accepted: 12/05/2018] [Indexed: 11/29/2022] Open
Abstract
The role of somatic variants in diseases beyond cancer is increasingly being recognized, with potential roles in autoinflammatory and autoimmune diseases. However, as mutation rates and allele fractions are lower, studies in these diseases are substantially less tolerant of false positives, and bio-informatics algorithms require high replication rates. We developed a pipeline combining two variant callers, MuTect2 and VarScan2, with technical filtering and prioritization. Our pipeline detects somatic variants with allele fractions as low as 0.5% and achieves a replication rate of >55%. Validation in an independent data set demonstrates excellent performance (sensitivity > 57%, specificity > 98%, replication rate > 80%). We applied this pipeline to the autoimmune disease multiple sclerosis (MS) as a proof-of-principle. We demonstrate that 60% of MS patients carry 2–10 exonic somatic variants in their peripheral blood T and B cells, with the vast majority (80%) occurring in T cells and variants persisting over time. Synonymous variants significantly co-occur with non-synonymous variants. Systematic characterization indicates somatic variants are enriched for being novel or very rare in public databases of germline variants and trend towards being more damaging and conserved, as reflected by higher phred-scaled combined annotation-dependent depletion (CADD) and genomic evolutionary rate profiling (GERP) scores. Our pipeline and proof-of-principle now warrant further investigation of common somatic genetic variation on top of inherited genetic variation in the context of autoimmune disease, where it may offer subtle survival advantages to immune cells and contribute to the capacity of these cells to participate in the autoimmune reaction.
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Mustjoki S. Therapy de-escalation before stopping in chronic myeloid leukaemia. LANCET HAEMATOLOGY 2019; 6:e345-e346. [DOI: 10.1016/s2352-3026(19)30093-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Accepted: 05/07/2019] [Indexed: 10/26/2022]
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Kollmann S, Grundschober E, Maurer B, Warsch W, Grausenburger R, Edlinger L, Huuhtanen J, Lagger S, Hennighausen L, Valent P, Decker T, Strobl B, Mueller M, Mustjoki S, Hoelbl-Kovacic A, Sexl V. Twins with different personalities: STAT5B-but not STAT5A-has a key role in BCR/ABL-induced leukemia. Leukemia 2019; 33:1583-1597. [PMID: 30679796 PMCID: PMC6755975 DOI: 10.1038/s41375-018-0369-5] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Revised: 10/03/2018] [Accepted: 12/03/2018] [Indexed: 01/12/2023]
Abstract
Deregulation of the Janus kinase/signal transducers and activators of transcription (JAK/STAT) signaling pathway is found in cancer with STAT5A/B controlling leukemic cell survival and disease progression. As mutations in STAT5B, but not STAT5A, have been frequently described in hematopoietic tumors, we used BCR/ABL as model systems to investigate the contribution of STAT5A or STAT5B for leukemogenesis. The absence of STAT5A decreased cell survival and colony formation. Even more drastic effects were observed in the absence of STAT5B. STAT5B-deficient cells formed BCR/ABL+ colonies or stable cell lines at low frequency. The rarely evolving Stat5b-/- cell lines expressed enhanced levels of BCR/ABL oncoprotein compared to wild-type cells. In line, Stat5b-/- leukemic cells induced leukemia with a significantly prolonged disease onset, whereas Stat5a-/- cells rapidly caused a fatal disease superimposable to wild-type cells. RNA-sequencing (RNA-seq) profiling revealed a marked enhancement of interferon (IFN)-α and IFN-γ signatures in Stat5b-/- cells. Inhibition of IFN responses rescued BCR/ABL+ colony formation of Stat5b-/--deficient cells. A downregulated IFN response was also observed in patients suffering from leukemia carrying STAT5B mutations. Our data define STAT5B as major STAT5 isoform driving BCR/ABL+ leukemia. STAT5B enables transformation by suppressing IFN-α/γ, thereby facilitating leukemogenesis. Our findings might help explain the high frequency of STAT5B mutations in hematopoietic tumors.
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MESH Headings
- Animals
- Antineoplastic Agents/pharmacology
- Cell Proliferation
- Cell Transformation, Neoplastic/drug effects
- Cell Transformation, Neoplastic/metabolism
- Cell Transformation, Neoplastic/pathology
- Fusion Proteins, bcr-abl/genetics
- Fusion Proteins, bcr-abl/metabolism
- Humans
- Interferons/pharmacology
- Leukemia, Large Granular Lymphocytic/drug therapy
- Leukemia, Large Granular Lymphocytic/metabolism
- Leukemia, Large Granular Lymphocytic/pathology
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/metabolism
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology
- Mice
- Mice, Inbred NOD
- Mice, Knockout
- Mice, SCID
- Mutation
- STAT5 Transcription Factor/genetics
- STAT5 Transcription Factor/metabolism
- Survival Rate
- Tumor Suppressor Proteins/genetics
- Tumor Suppressor Proteins/metabolism
- Xenograft Model Antitumor Assays
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Malani D, Kumar A, Yadav B, Kontro M, Potdar S, Bruck O, Kytölä S, Saarela J, Eldfors S, Karjalainen R, Majumder MM, Västrik I, Ellonen P, Kankainen M, Suvela M, Knappila S, Parson A, Palva A, Mattila P, Kulesskiy E, Turunen L, Laamanen K, Lehtinen E, Nurmi M, Suomi K, Muruimägi A, Gjertsen BT, Mustjoki S, Anders S, Wolf M, Aittokallio T, Wennerberg K, Heckman C, Porkka K, Kallioniemi O. Abstract 458: Precision systems medicine in acute myeloid leukemia: real-time translation of tailored therapeutic opportunities arising from ex-vivo drug sensitivity testing and molecular profiling. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-458] [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
Acute myeloid leukemia (AML) is an aggressive disease of clonal hematopoietic progenitor cells. Here, we applied ex-vivo drug sensitivity and resistance testing on AML patient cells with 362 emerging and 153 approved cancer drugs together with genomic and transcriptomic profiling to identify and tailor therapies for patients with advanced disease. Ex-vivo testing with freshly isolated patient cells revealed cancer-specific efficacies of approved drugs in 97% of the 164 patient cases, including 47% of the cases with no actionable driver mutations. We identified 142 statistically significant associations between drug responses and somatic mutations, including increased sensitivity to JAK inhibitors in patients with NPM1 mutations. Transcriptomic profiles predicted drug responses better than genomics and helped to identify additional response markers, especially beyond mutations. For example, overexpression of HOX family genes was associated with sensitivity to JAK inhibitors in patients with NPM1 mutation. In a prospective study, we translated the functional drug response and molecular profile data to the clinic and suggested tailored therapy with targeted drugs for 26 relapsed or refractory AML patients. In an observational intervention study, acting on these recommendations resulted in a temporary complete clinical remission or leukemia-free state in 39% of the cases. In summary, we conclude that ex-vivo testing of drugs on patient AML cells i) revealed clinically actionable drug efficacies in almost all AML patients, including patients with no actionable mutations, ii) predicted cases with actionable driver mutations with no pharmacological dependency on the target, and iii) enabled real-time tailoring of therapy with 39% clinical response rate in chemorefractory advanced AML. Taken together, we believe this real-time systems medicine approach could become a powerful strategy for tailoring therapies for individual patients in the future.
Citation Format: Disha Malani, Ashwni Kumar, Bhagwan Yadav, Mika Kontro, Swapnil Potdar, Oscar Bruck, Säri Kytölä, Jani Saarela, Samuli Eldfors, Riikka Karjalainen, Muntasir M. Majumder, Imre Västrik, Pekka Ellonen, Matti Kankainen, Minna Suvela, Siv Knappila, Alun Parson, Aino Palva, Pirkko Mattila, Evgeny Kulesskiy, Laura Turunen, Karoliina Laamanen, Elina Lehtinen, Maria Nurmi, Katja Suomi, Astrid Muruimägi, Bjorn T. Gjertsen, Satu Mustjoki, Simon Anders, Maija Wolf, Tero Aittokallio, Krister Wennerberg, Caroline Heckman, Kimmo Porkka, Olli Kallioniemi. Precision systems medicine in acute myeloid leukemia: real-time translation of tailored therapeutic opportunities arising from ex-vivo drug sensitivity testing and molecular profiling [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 458.
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Leppä S, Autio M, Brück O, Mustjoki S, Jørgensen J, Karjalainen-Lindsberg M, Beiske K, Holte H, Pellinen T, Leivonen S. CLINICAL SIGNIFICANCE OF T-CELL EXHAUSTION IN PATIENTS WITH DIFFUSE LARGE B-CELL LYMPHOMA. Hematol Oncol 2019. [DOI: 10.1002/hon.14_2630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Kuusanmäki H, Dufva O, Leppä AM, Pölönen P, Heinäniemi M, Porkka K, Kontro M, Heckman C, Mustjoki S. PS973 BCL-XL AS A PUTATIVE THERAPY TARGET IN ACUTE ERYTHROID LEUKEMIA. Hemasphere 2019. [DOI: 10.1097/01.hs9.0000562196.89852.c2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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Cavalli E, Levinson C, Hertl M, Broguiere N, Brück O, Mustjoki S, Gerstenberg A, Weber D, Salzmann G, Steinwachs M, Barreto G, Zenobi-Wong M. Characterization of polydactyly chondrocytes and their use in cartilage engineering. Sci Rep 2019; 9:4275. [PMID: 30862915 PMCID: PMC6414529 DOI: 10.1038/s41598-019-40575-w] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Accepted: 02/19/2019] [Indexed: 01/22/2023] Open
Abstract
Treating cartilage injuries and degenerations represents an open surgical challenge. The recent advances in cell therapies have raised the need for a potent off-the-shelf cell source. Intra-articular injections of TGF-β transduced polydactyly chondrocytes have been proposed as a chronic osteoarthritis treatment but despite promising results, the use of gene therapy still raises safety concerns. In this study, we characterized infant, polydactyly chondrocytes during in vitro expansion and chondrogenic re-differentiation. Polydactyly chondrocytes have a steady proliferative rate and re-differentiate in 3D pellet culture after up to five passages. Additionally, we demonstrated that polydactyly chondrocytes produce cartilage-like matrix in a hyaluronan-based hydrogel, namely transglutaminase cross-linked hyaluronic acid (HA-TG). We utilized the versatility of TG cross-linking to augment the hydrogels with heparin moieties. The heparin chains allowed us to load the scaffolds with TGF-β1, which induced cartilage-like matrix deposition both in vitro and in vivo in a subcutaneous mouse model. This strategy introduces the possibility to use infant, polydactyly chondrocytes for the clinical treatment of joint diseases.
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Dufva O, Klievink J, Saeed K, Kankainen M, Ilander M, Hannunen T, Lagström S, Ellonen P, Lee DA, Mustjoki S. Abstract A065: Genome-scale CRISPR screens identify essential genes for tumor sensitivity to NK cells. Cancer Immunol Res 2019. [DOI: 10.1158/2326-6074.cricimteatiaacr18-a065] [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
Harnessing natural killer (NK) cells to attack tumors could improve immune-based cancer treatment strategies. However, mechanisms regulating sensitivity or resistance of cancer cells to the effector function of NK cells are incompletely understood. Here, we performed genome-scale CRISPR-Cas9 loss-of-function screens in human cancer cells to discover genes that influence susceptibility to primary human NK cells. To screen for genes essential for the interaction between NK cells and cancer cells, we infected human cancer cells expressing Cas9 with a genome-scale lentiviral guide RNA library. The resulting pool of knockout cells was exposed to NK cells expanded from peripheral blood of healthy donors. Enriched and depleted knockout clones were detected by next-generation sequencing of the integrated sgRNA cassettes, enabling identification of genes conferring resistance or susceptibility to NK cell-mediated lysis. The screens were performed in cell lines from diverse cancer types, including chronic myeloid leukemia (CML), B cell acute lymphoblastic leukemia, diffuse large B-cell lymphoma (DLBCL), and multiple myeloma. We recovered several known mechanisms of NK cell/cancer cell interactions, demonstrating feasibility of the screening approach. Loss of genes encoding components of the MHC class I complex (B2M, HLA-A, HLA-C, HLA-E) sensitized multiple cancer cell lines to NK cell-mediated lysis. This is consistent with missing-self recognition as a fundamental mechanism of NK cell activation. Furthermore, knockout of IFN-JAK-STAT signaling mediators led to increased tumor cell lysis, suggesting that MHC class I induction in response to NK cell-derived IFN gamma enables NK cell evasion by tumor cells. We also identified genes essential for effective NK cell-mediated lysis. NCR3LG1, encoding the B7-H6 ligand for the NKp30 activating NK cell receptor, was essential for NK cell lysis of CML cells. In contrast, knockout of apoptotic mediators and TRAIL pathway components conferred resistance to NK cell cytotoxicity in DLBCL cells, indicating heterogeneity in NK cell/cancer cell interactions between cancer types. Our data support a view that distinct mechanisms regulate sensitivity to NK cell cytotoxicity in different cancers. Importantly, our results indicate that loss-of-function mutations in the antigen-presenting machinery and the IFN-JAK-STAT pathway sensitize tumors to NK cell effector function. As alterations in these genes are associated with resistance to T-cell immunotherapies such as PD-1 blockade, NK cell-based therapies could be employed to overcome resistance in these patients. In summary, we suggest that systematic identification of mechanisms governing tumor immune susceptibility has the potential to uncover novel immunotherapy targets.
Citation Format: Olli Dufva, Jay Klievink, Khalid Saeed, Matti Kankainen, Mette Ilander, Tiiina Hannunen, Sonja Lagström, Pekka Ellonen, Dean A Lee, Satu Mustjoki. Genome-scale CRISPR screens identify essential genes for tumor sensitivity to NK cells [abstract]. In: Proceedings of the Fourth CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival; Sept 30-Oct 3, 2018; New York, NY. Philadelphia (PA): AACR; Cancer Immunol Res 2019;7(2 Suppl):Abstract nr A065.
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Lee MH, Järvinen P, Nisén H, Brück O, Ilander M, Mustjoki S, Anna K. Abstract A085: High infiltration of NK cells expressing elevated LAG-3 in a subgroup of renal cell carcinoma patients. Cancer Immunol Res 2019. [DOI: 10.1158/2326-6074.cricimteatiaacr18-a085] [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
Background: Renal cell carcinoma (RCC) is considered one of the most immunogenic cancers with the highest number of indel mutations, frequent infiltration of T-cells, presence of many antigen-specific T-cell clones, and high immuno-oncologic (IO) sensitivity. Since less is known about natural killer (NK) cells in RCC, our primary aim was to investigate the intratumoral phenotype of NK cells as well as further assess the overall immune landscape of the tumors, peripheral blood (PB) and adjacent healthy kidney tissue, which may be critical for patient prognosis and predictions to targeted immunotherapies. Methods: We used multi-parameter flow cytometry together with a comprehensive immunostaining panel containing a total of 56 fundamental markers to cancer immunology to immunophenotype the tumor, adjacent healthy kidney tissue and presurgical peripheral blood (PB) samples from 31 RCC patients who underwent partial or radical nephrectomies. To study the intratumoral T-cell clonalities, T-cell receptor beta (TCRβ) deep sequencing was carried out with eight tumors. Results: Using hierarchical clustering (Spearman correlation distance and Ward linkage) and correlation analyses (Spearman correlation), we discovered that our patient cohort clustered into two distinct subgroups defined by a high (NKhigh, n=11; mean 29.7%) and low (NKlow, n=20; mean 9.4%) percentage of NK cells among the intratumoral lymphocyte population. Accordingly, the NKhigh subgroup had a lower percentage of T-cells (mean 36.9%) than the NKlow group (mean 65.7%), and overall, a significant negative correlation between T and NK cells was discovered. Our TCRβ sequencing results revealed a positive correlation between T-cell clonality and the intratumoral T-cell percentage, whereas the higher proportion of tumor NK cells associated with low T-cell clonality, possibly due to a polyclonal T-cell population. When we compared the expressions of the most clinically relevant IO markers (LAG-3 and PD-1) on the NK cells, LAG-3 was more expressed in the NKhigh group than in the NKlow group (21.3% vs 9.8%; p=0.08). In contrast, no differences were observed with PD-1. Clinical parameters such as tumor grade (Fuhrman), weight, size (diameter), the presence of necrosis, gender, or age of the patients did not differ between the two subgroups. To examine the overall immune landscape of RCC, we compared the cells from the tumor, PB, and healthy kidney tissue of seven patients. Our results showed that tumors have more NK cells compared to their corresponding T-cell-rich PB and healthy tissue counterparts, supporting our findings that some tumors accumulate NK cells. Compared to the adjacent healthy tissue, PD-1 and LAG-3 expressions were higher in the intratumoral CD8 cells. The expressions of PD-1 and LAG-3 on PB CD8+ T-cells or NK cells did not correlate with their intratumoral counterparts, whereas a positive correlation was found between the PB and tumor CD4+ T-cells for both LAG-3 and PD-1. Conclusions: Our study has led to the discovery of two distinct RCC tumor subgroups with differential expressions in the clinically leading molecules. These results suggest that immunophenotyping RCC patients may effectively aid in selecting those who will benefit the most from immune checkpoint inhibition therapies such as anti-PD1 and -LAG3. Prospective analyses on spatial immunoprofiling by multiplexed immunohistochemistry and mutational load by exome sequencing will be assessed next in order to find answers to why some tumors are NK-dominant, with expectations of understanding further the biologic differences between the two tumor types.
Citation Format: Moon Hee Lee, Petrus Järvinen, Harry Nisén, Oscar Brück, Mette Ilander, Satu Mustjoki, Kreutzman Anna. High infiltration of NK cells expressing elevated LAG-3 in a subgroup of renal cell carcinoma patients [abstract]. In: Proceedings of the Fourth CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival; Sept 30-Oct 3, 2018; New York, NY. Philadelphia (PA): AACR; Cancer Immunol Res 2019;7(2 Suppl):Abstract nr A085.
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Hakanen HH, Hernberg M, Mäkelä S, Yadav B, Brück O, Juteau S, Kohtamäki L, Ilander M, Mustjoki S, Anna K. Abstract A130: Metastatic melanoma patients responding to PD1 therapy have higher proportion of peripheral blood NKT-cells. Cancer Immunol Res 2019. [DOI: 10.1158/2326-6074.cricimteatiaacr18-a130] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Anti-PD1 therapy has proven to be effective in various cancer types, but not all patients benefit from the therapy. Further, no comprehensive immunologic monitoring during anti-PD1 treatment has yet been published. In this study, we aimed to discover the effects of anti-PD1 therapy on the immune system, especially on NK and NKT-cells, which are less studied, but known to be involved in antitumor immune events. Peripheral blood samples from immuno-oncology (IO) naive metastatic melanoma patients (n=20) were obtained before the first infusion of pembrolizumab or nivolumab (D0), then 1 and 3 months after the initiation of treatment. From each time-point, complete blood counts (CBC) were obtained, and comprehensive immunophenotyping of NK, NKT, and T-cells was performed with multicolor flow cytometry. Moreover, 92 different serum cytokines were measured using the Olink inflammation panel. The protein levels are presented as arbitrary units of normalized protein expression, NPX, on Log2 scale. The CBC revealed that the proportion of lymphocytes (mean D0 30.6% vs. 3mo 24.9%, p=0.02), decreased during the treatment but no changes were observed in absolute numbers or in other leukocytes. Immunophenotyping of lymphocyte subpopulations revealed that the frequency of NKT brighT-cells was increased (D0 1.8% vs. 1mo 2.3%, p=0.01) and that cytotoxic NK CD56dim cells expressed more CD25 (D0 19.5% vs. 1mo 23.7%, p=0.02) and CD45RO (D0 14.7% vs. 1mo 21.1%, p=0.03) surface markers after 1 month of therapy. The cytokine assay indicated that during anti-PD1 treatment the levels of CXC family cytokines were increased in the serum; CXCL9 (D0 470 vs. 1mo 1070, p=0.0003, D0 470 vs. 3mo 1227, p=0.0007), CXCL11 (D0 49.8 vs. 1mo 81.8, p=0.005), CXCL10 (D0 1000 vs. 1mo 2078, p=0.0003). Also, an increase in IL-12B (D0 31.6 vs. 1mo 41.2, p=0.003, D0 31.6 vs. 3mo 32.4, p=0.04) and TNFRSF9 (D0 126.4 vs. 1mo 181.0, p=0.01, D0 126.4 vs. 3mo 149.0, p=0.04) levels was observed.To further examine these results, patients were categorized into two cohorts: responders (R, n=6, PFS=17.0 months) and patients with progressive disease (PD, n=9, PFS=5.0 months) in terms of the duration of progression-free survival (PFS) and decrease in tumor burden. 5 patients were excluded due to challenging clinical evaluation of response. When examining the differences between these cohorts, CBC indicated a significant decrease in the mean frequency of lymphocytes in PD (D0 26.9% vs. 3mo 19.2%, p=0.04), but not in the R cohort. The responders had also higher frequency of lymphocytes at 1- and 3-month time-points (R 34.5% vs. PD 25.4%, p=0.02, R 32.4% vs. PD 19.2%, p=0.01, respectively) and lower frequency of neutrophils before initiation and after 1 and 3 months of treatment (R 50.8% vs. PD 58.6%, p=0.04, R 45.3% vs. PD 59.4%, p=0.01, R 49.8% vs. PD 64.5%, p=0.04, respectively). The CBC absolute counts revealed that the responders had less neutrophils (R 2.8 109/L vs. PD 4.9 109/L, p=0.04) and monocytes (R 0.4 109/L vs. PD 0.7 109/L, p=0.04) after 3 months of treatment when compared to PD. The immunophenotyping showed that responders had more NKT dim cells before (R 10.1% vs. PD 3.5%, p=0.03) and after 3 months of therapy (R 15.7% vs. PD 3.7%, p=0.03) and the increase in NKT bright frequency was observed only in R (D0 2.5% vs. 1mo 3.4%, p=0.04) and not in PD cohort. The cytokine assay indicated that the CXCL9 was increased in R cohort (D0 476.8 vs. 1mo 1480.2, p=0.01), but not in PD, making the cytokine levels greater in R (R 1480.2 vs. PD 639.3, p=0.01) after 1 month of therapy. Based on our preliminary results, we believe that high frequency of NKT-cells in blood is related to positive treatment response, and in addition to T-cells, also NK and NKT-cells may play a key role in the antitumor response induced by PD-1 inhibition. Hence, further research on the effect of anti-PD1 therapy on NK and NKT-cells is needed to better understand their role in positive therapy response.
Citation Format: Henna H.E. Hakanen, Micaela Hernberg, Siru Mäkelä, Bhagwan Yadav, Oscar Brück, Susanna Juteau, Laura Kohtamäki, Mette Ilander, Satu Mustjoki, Kreutzman Anna. Metastatic melanoma patients responding to PD1 therapy have higher proportion of peripheral blood NKT-cells [abstract]. In: Proceedings of the Fourth CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival; Sept 30-Oct 3, 2018; New York, NY. Philadelphia (PA): AACR; Cancer Immunol Res 2019;7(2 Suppl):Abstract nr A130.
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Hakanen H, Hernberg M, Mäkelä S, Yadav B, Brück O, Juteau S, Kohtamäki L, Ilander M, Mustjoki S, Kreutzman A. Anti-PD1 therapy increases peripheral blood NKT cells and chemokines in metastatic melanoma patients. Ann Oncol 2018. [DOI: 10.1093/annonc/mdy493.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Eränkö E, Ilander M, Tuomiranta M, Mäkitie A, Lassila T, Kreutzman A, Klemetti P, Mustjoki S, Hannula-Jouppi K, Ranki A. Immune cell phenotype and functional defects in Netherton syndrome. Orphanet J Rare Dis 2018; 13:213. [PMID: 30477583 PMCID: PMC6258305 DOI: 10.1186/s13023-018-0956-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 11/14/2018] [Indexed: 12/21/2022] Open
Abstract
Background Netherton syndrome (NS) is a rare life-threatening syndrome caused by SPINK5 mutations leading to a skin barrier defect and a severe atopic diathesis. NS patients are prone to bacterial infections, but the understanding of the underlying immune deficiency is incomplete. Results We analyzed blood lymphocyte phenotypes and function in relation to clinical infections in 11 Finnish NS patients, aged 3 to 17 years, and healthy age-matched controls. The proportion of B cells (CD19+) and naïve B cells (CD27−, IgD+) were high while memory B cells (CD27+) and switched memory B cells (CD27+IgM−IgD−), crucial for the secondary response to pathogens, was below or in the lowest quartile of the reference values in 8/11 (73%) and 9/11 (82%) patients, respectively. The proportion of activated non-differentiated B cells (CD21low, CD38low) was below or in the lowest quartile of the reference values in 10/11 (91%) patients. Despite normal T cell counts, the proportion of naïve CD4+ T cells was reduced significantly and the proportion of CD8+ T central memory significantly elevated. An increased proportion of CD57+ CD8+ T cells indicated increased differentiation potential of the T cells. The proportion of cytotoxic NK cells was elevated in NS patients in phenotypic analysis based on CD56DIM, CD16+ and CD27− NK cells but in functional analysis, decreased expression of CD107a/b indicated impaired cytotoxicity. The T and NK cell phenotype seen in NS patients also significantly differed from that of age-matched atopic dermatitis (AD) patients, indicating a distinctive profile in NS. The frequency of skin infections correlated with the proportion of CD62L+ T cells, naïve CD4+ and CD27+ CD8+ T cells and with activated B cells. Clinically beneficial intravenous immunoglobulin therapy (IVIG) increased naïve T cells and terminal differentiated effector memory CD8+ cells and decreased the proportion of activated B cells and plasmablasts in three patients studied. Conclusions This study shows novel quantitative and functional aberrations in several lymphocyte subpopulations, which correlate with the frequency of infections in patients with Netherton syndrome. IVIG therapy normalized some dysbalancies and was clinically beneficial. Electronic supplementary material The online version of this article (10.1186/s13023-018-0956-6) contains supplementary material, which is available to authorized users.
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Leivonen SK, Pollari M, Brück O, Pellinen T, Autio M, Karjalainen-Lindsberg ML, Mannisto S, Kellokumpu-Lehtinen PL, Kallioniemi O, Mustjoki S, Leppä S. T-cell inflamed tumor microenvironment predicts favorable prognosis in primary testicular lymphoma. Haematologica 2018; 104:338-346. [PMID: 30237271 PMCID: PMC6355505 DOI: 10.3324/haematol.2018.200105] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Accepted: 09/19/2018] [Indexed: 12/18/2022] Open
Abstract
Primary testicular lymphoma is a rare lymphoid malignancy, most often, histologically, representing diffuse large B-cell lymphoma. The tumor microenvironment and limited immune surveillance have a major impact on diffuse large B-cell lymphoma pathogenesis and survival, but the impact on primary testicular lymphoma is unknown. Here, the purpose of the study was to characterize the tumor microenvironment in primary testicular lymphoma, and associate the findings with outcome. We profiled the expression of 730 immune response genes in 60 primary testicular lymphomas utilizing the Nanostring platform, and used multiplex immunohistochemistry to characterize the immune cell phenotypes in the tumor tissue. We identified a gene signature enriched for T-lymphocyte markers differentially expressed between the patients. Low expression of the signature predicted poor outcome independently of the International Prognostic Index (progression-free survival: HR=2.810, 95%CI: 1.228-6.431, P=0.014; overall survival: HR=3.267, 95%CI: 1.406-7.590, P=0.006). The T-lymphocyte signature was associated with outcome also in an independent diffuse large B-cell lymphoma cohort (n=96). Multiplex immunohistochemistry revealed that poor survival of primary testicular lymphoma patients correlated with low percentage of CD3+CD4+ and CD3+CD8+ tumor-infiltrating lymphocytes (P<0.001). Importantly, patients with a high T-cell inflamed tumor microenvironment had a better response to rituximab-based immunochemotherapy, as compared to other patients. Furthermore, loss of membrane-associated human-leukocyte antigen complexes was frequent and correlated with low T-cell infiltration. Our results demonstrate that a T-cell inflamed tumor microenvironment associates with favorable survival in primary testicular lymphoma. This further highlights the importance of immune escape as a mechanism of treatment failure.
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90
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Savola P, Lundgren S, Keränen MAI, Almusa H, Ellonen P, Leirisalo-Repo M, Kelkka T, Mustjoki S. Clonal hematopoiesis in patients with rheumatoid arthritis. Blood Cancer J 2018; 8:69. [PMID: 30061683 PMCID: PMC6066480 DOI: 10.1038/s41408-018-0107-2] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Revised: 06/08/2018] [Accepted: 06/15/2018] [Indexed: 01/26/2023] Open
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91
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Pollari M, Brück O, Pellinen T, Vähämurto P, Karjalainen-Lindsberg ML, Mannisto S, Kallioniemi O, Kellokumpu-Lehtinen PL, Mustjoki S, Leivonen SK, Leppä S. PD-L1 + tumor-associated macrophages and PD-1 + tumor-infiltrating lymphocytes predict survival in primary testicular lymphoma. Haematologica 2018; 103:1908-1914. [PMID: 30026337 PMCID: PMC6278972 DOI: 10.3324/haematol.2018.197194] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2018] [Accepted: 07/16/2018] [Indexed: 12/18/2022] Open
Abstract
Primary testicular lymphoma is a rare and aggressive lymphoid malignancy, most often representing diffuse large B-cell lymphoma histologically. Tumor-associated macrophages and tumor-infiltrating lymphocytes have been associated with survival in diffuse large B-cell lymphoma, but their prognostic impact in primary testicular lymphoma is unknown. Here, we aimed to identify macrophages, their immunophenotypes and association with lymphocytes, and translate the findings into survival of patients with primary testicular lymphoma. We collected clinical data and tumor tissue from 74 primary testicular lymphoma patients, and used multiplex immunohistochemistry and digital image analysis to examine macrophage markers (CD68, CD163, and c-Maf), T-cell markers (CD3, CD4, and CD8), B-cell marker (CD20), and three checkpoint molecules (PD-L1, PD-L2, and PD-1). We demonstrate that a large proportion of macrophages (median 41%, range 0.08–99%) and lymphoma cells (median 34%, range 0.1–100%) express PD-L1. The quantity of PD-L1+ CD68+ macrophages correlates positively with the amount of PD-1+ lymphocytes, and a high proportion of either PD-L1+ CD68+ macrophages or PD-1+ CD4+ and PD-1+ CD8+ T cells translates into favorable survival. In contrast, the number of PD-L1+lymphoma cells or PD-L1− macrophages do not associate with outcome. In multivariate analyses with IPI, PD-L1+ CD68+ macrophage and PD-1+ lymphocyte contents remain as independent prognostic factors for survival. In conclusion, high PD-L1+ CD68+ macrophage and PD-1+ lymphocyte contents predict favorable survival in patients with primary testicular lymphoma. The findings implicate that the tumor microenvironment and PD-1 – PD-L1 pathway have a significant role in regulating treatment outcome. They also bring new insights to the targeted thera py of primary testicular lymphoma.
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92
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Malani D, Kumar A, Yadav B, Kontro M, Potdar S, Brück O, Kytölä S, Saarela J, Eldfors S, Ojamies P, Riikka K, Majumder MM, Västrik I, Ellonen P, Kankainen M, Suvela M, Knappila S, Parson A, Palva A, Mattila P, Kulesskiy1 E, Turunen L, Laamanen K, Lehtinen E, Mikkonen P, Nurmi M, Timonen S, Murumägi A, Gjersten BT, Mustjoki S, Aittokallio T, Wennerberg K, Anders S, Wolf M, Heckman C, Porkka K, Kallioniemi O. Abstract 3899: Discovery and clinical implementation of individualized therapies in acute myeloid leukemia based on ex vivo drug sensitivity testing and multi-omics profiling. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-3899] [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
Acute myeloid leukemia (AML) is a heterogeneous disease characterized by multiple molecular subtypes and lack of effective targeted therapies. Here, we performed extensive molecular profiling and ex vivo drug testing with 515 approved and emerging cancer drugs on 164 AML patient samples. The aim was to i) assign individualized treatment options to advanced AML patients in real time, ii) explore drug response patterns across the molecular subtypes of AML and iii) identify opportunities to repurpose existing and emerging cancer drugs.
Bone marrow samples (n=164) from 129 consecutive AML patients and 17 healthy donors were studied from the Helsinki University Hospital and the Haukeland University Hospital, Bergen. Mononuclear cells were resuspended either in mononuclear cell medium (MCM) or stroma conditioned medium (CM) and tested for drug sensitivity and resistance as previously described (PMID: 24056683) and studied by exome and transcriptome sequencing. The study protocol allowed us to return data to the clinician for consideration of novel treatment options. For the meta-analysis of associations between drug responses and molecular and clinical parameters, Wilcoxon signed ranked test and logistic regression were applied.
Clustering of all patient samples based on ex vivo drug response patterns in both media types identified 7 distinct functional groups of AML. For example, a subgroup of samples was highly resistant to chemotherapeutics and all targeted drugs except BCL-2 inhibitors. The differences in drug responses in the two media types highlighted the importance of assay conditions for ex vivo drug testing. Strong clustering of several drugs in the same drug classes was often observed as well as clustering across different classes, for example between BET (JQ1, I-BET151, birabresib) and MEK (trametinib, cobimetinib) inhibitors. About 24 percent of the FLT3 negative AML patients manifested strong ex vivo sensitivity to glucocorticoids, highlighting a potential drug repositioning opportunity in this subset of AML patients. Overall, we identified 320 significant associations between drugs and mutated driver genes including association between NPM1 mutation and sensitivity to JAK inhibitors.
Altogether, targeted treatment opportunities were clinically tested in 25 occasions in chemorefractory AML patients. The tailored clinical therapy led to transient complete remission or leukemia free state in 36% (9/25) of these cases.
In conclusion, we discovered and clinically implemented individualized therapeutic options for AML patients, which resulted in a 36% clinical responses in a non-randomized proof-of-concept study. The associations identified between ex-vivo drug response and driver mutations provided novel drug repositioning opportunities in specific molecular subtypes.
Citation Format: Disha Malani, Ashwini Kumar, Bhagwan Yadav, Mika Kontro, Swapnil Potdar, Oscar Brück, Sari Kytölä, Jani Saarela, Samuli Eldfors, Poojitha Ojamies, Karjalainen Riikka, Muntasir Mamun Majumder, Imre Västrik, Pekka Ellonen, Matti Kankainen, Minna Suvela, Siv Knappila, Alun Parson, Aino Palva, Pirkko Mattila, Evgeny Kulesskiy1, Laura Turunen, Karoliina Laamanen, Elina Lehtinen, Piia Mikkonen, Maria Nurmi, Sanna Timonen, Astrid Murumägi, Bjorn Tore Gjersten, Satu Mustjoki, Tero Aittokallio, Krister Wennerberg, Simon Anders, Maija Wolf, Caroline Heckman, Kimmo Porkka, Olli Kallioniemi. Discovery and clinical implementation of individualized therapies in acute myeloid leukemia based on ex vivo drug sensitivity testing and multi-omics profiling [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 3899.
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Brück O, Blom S, Dufva O, Turkki R, Chheda H, Ribeiro A, Kovanen P, Aittokallio T, Koskenvesa P, Kallioniemi O, Porkka K, Pellinen T, Mustjoki S. Immune cell contexture in the bone marrow tumor microenvironment impacts therapy response in CML. Leukemia 2018; 32:1643-1656. [DOI: 10.1038/s41375-018-0175-0] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2018] [Revised: 05/18/2018] [Accepted: 05/23/2018] [Indexed: 11/09/2022]
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94
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Dufva O, Kankainen M, Kelkka T, Sekiguchi N, Awad SA, Eldfors S, Yadav B, Kuusanmäki H, Malani D, Andersson EI, Pietarinen P, Saikko L, Kovanen PE, Ojala T, Lee DA, Loughran TP, Nakazawa H, Suzumiya J, Suzuki R, Ko YH, Kim WS, Chuang SS, Aittokallio T, Chan WC, Ohshima K, Ishida F, Mustjoki S. Aggressive natural killer-cell leukemia mutational landscape and drug profiling highlight JAK-STAT signaling as therapeutic target. Nat Commun 2018; 9:1567. [PMID: 29674644 PMCID: PMC5908809 DOI: 10.1038/s41467-018-03987-2] [Citation(s) in RCA: 90] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Accepted: 03/26/2018] [Indexed: 12/30/2022] Open
Abstract
Aggressive natural killer-cell (NK-cell) leukemia (ANKL) is an extremely aggressive malignancy with dismal prognosis and lack of targeted therapies. Here, we elucidate the molecular pathogenesis of ANKL using a combination of genomic and drug sensitivity profiling. We study 14 ANKL patients using whole-exome sequencing (WES) and identify mutations in STAT3 (21%) and RAS-MAPK pathway genes (21%) as well as in DDX3X (29%) and epigenetic modifiers (50%). Additional alterations include JAK-STAT copy gains and tyrosine phosphatase mutations, which we show recurrent also in extranodal NK/T-cell lymphoma, nasal type (NKTCL) through integration of public genomic data. Drug sensitivity profiling further demonstrates the role of the JAK-STAT pathway in the pathogenesis of NK-cell malignancies, identifying NK cells to be highly sensitive to JAK and BCL2 inhibition compared to other hematopoietic cell lineages. Our results provide insight into ANKL genetics and a framework for application of targeted therapies in NK-cell malignancies. Aggressive natural killer-cell leukemia (ANKL) has few targeted therapies. Here ANKL patients are reported to harbor STAT3, RAS-MAPK pathway, DDX3X and epigenetic modifier mutations; and drug sensitivity profiling uncovers the importance of the JAK-STAT pathway, revealing potential ANKL therapeutic targets.
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95
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Schubert C, Chatain N, Braunschweig T, Schemionek M, Feldberg K, Hoffmann M, Dufva O, Mustjoki S, Brümmendorf TH, Koschmieder S. The SCLtTAxBCR-ABL transgenic mouse model closely reflects the differential effects of dasatinib on normal and malignant hematopoiesis in chronic phase-CML patients. Oncotarget 2018; 8:34736-34749. [PMID: 28423730 PMCID: PMC5471007 DOI: 10.18632/oncotarget.16152] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Accepted: 02/12/2017] [Indexed: 12/19/2022] Open
Abstract
The second generation tyrosine kinase inhibitor (TKI) dasatinib is a clinically approved drug for chronic myeloid leukemia (CML) as well as Ph+ acute lymphoblastic leukemia. In addition to its antileukemic effects, dasatinib was shown to impact on normal hematopoiesis and cells of the immune system.Due to the fact that the murine in vivo studies so far have not been performed in a chronic-phase CML model under steady-state conditions, our aim was to study the hematopoietic effects of dasatinib (20 mg/kg p.o.) in BCR-ABL expressing SCLtTAxBCR-ABL double transgenic (dtg) mice. Dasatinib robustly antagonized the CML phenotype in vivo in our transgenic mouse model, and this effect included both mature and immature cell populations. However, similar to patients with CML, the fraction of LinnegSca-1+KIT+CD48negCD150+ hematopoietic stem cells was not reduced by dasatinib treatment, suggesting that these cells are not oncogene-addicted. Moreover, we observed differential effects of dasatinib in these animals as compared to wild-type (wt) animals: while granulocytes were significantly reduced in dtg animals, they were increased in wt mice. And Ter119+ erythrocytic and B220+ B cells were increased in dtg mice but decreased in wt mice. Finally, while dasatinib induced a shift from CD49b/NK1.1 positive NK cells from the bone marrow to the spleen in wt animals, there was no change in dtg mice. In conclusion, the present mouse model provides a useful tool to study mechanisms of TKI resistance and dasatinib-associated beneficial effects and adverse events.
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96
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He L, Tang J, Andersson EI, Timonen S, Koschmieder S, Wennerberg K, Mustjoki S, Aittokallio T. Patient-Customized Drug Combination Prediction and Testing for T-cell Prolymphocytic Leukemia Patients. Cancer Res 2018; 78:2407-2418. [DOI: 10.1158/0008-5472.can-17-3644] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Revised: 01/17/2018] [Accepted: 02/20/2018] [Indexed: 11/16/2022]
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97
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Lissina A, McLaren JE, Ilander M, Andersson EI, Lewis CS, Clement M, Herman A, Ladell K, Llewellyn-Lacey S, Miners KL, Gostick E, Melenhorst JJ, Barrett AJ, Price DA, Mustjoki S, Wooldridge L. Divergent roles for antigenic drive in the aetiology of primary versus dasatinib-associated CD8 + TCR-Vβ + expansions. Sci Rep 2018; 8:2534. [PMID: 29416058 PMCID: PMC5803196 DOI: 10.1038/s41598-017-18062-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Accepted: 11/19/2017] [Indexed: 01/05/2023] Open
Abstract
CD8+ T-cell expansions are the primary manifestation of T-cell large granular lymphocytic leukemia (T-LGLL), which is frequently accompanied by neutropenia and rheumatoid arthritis, and also occur as a secondary phenomenon in leukemia patients treated with dasatinib, notably in association with various drug-induced side-effects. However, the mechanisms that underlie the genesis and maintenance of expanded CD8+ T-cell receptor (TCR)-Vβ+ populations in these patient groups have yet to be fully defined. In this study, we performed a comprehensive phenotypic and clonotypic assessment of expanded (TCR-Vβ+) and residual (TCR-Vβ-) CD8+ T-cell populations in T-LGLL and dasatinib-treated chronic myelogenous leukemia (CML) patients. The dominant CD8+ TCR-Vβ+ expansions in T-LGLL patients were largely monoclonal and highly differentiated, whereas the dominant CD8+ TCR-Vβ+ expansions in dasatinib-treated CML patients were oligoclonal or polyclonal, and displayed a broad range of memory phenotypes. These contrasting features suggest divergent roles for antigenic drive in the immunopathogenesis of primary versus dasatinib-associated CD8+ TCR-Vβ+ expansions.
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98
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Dietrich S, Oleś M, Lu J, Sellner L, Anders S, Velten B, Wu B, Hüllein J, da Silva Liberio M, Walther T, Wagner L, Rabe S, Ghidelli-Disse S, Bantscheff M, Oleś AK, Słabicki M, Mock A, Oakes CC, Wang S, Oppermann S, Lukas M, Kim V, Sill M, Benner A, Jauch A, Sutton LA, Young E, Rosenquist R, Liu X, Jethwa A, Lee KS, Lewis J, Putzker K, Lutz C, Rossi D, Mokhir A, Oellerich T, Zirlik K, Herling M, Nguyen-Khac F, Plass C, Andersson E, Mustjoki S, von Kalle C, Ho AD, Hensel M, Dürig J, Ringshausen I, Zapatka M, Huber W, Zenz T. Drug-perturbation-based stratification of blood cancer. J Clin Invest 2018; 128:427-445. [PMID: 29227286 PMCID: PMC5749541 DOI: 10.1172/jci93801] [Citation(s) in RCA: 98] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Accepted: 10/31/2017] [Indexed: 12/11/2022] Open
Abstract
As new generations of targeted therapies emerge and tumor genome sequencing discovers increasingly comprehensive mutation repertoires, the functional relationships of mutations to tumor phenotypes remain largely unknown. Here, we measured ex vivo sensitivity of 246 blood cancers to 63 drugs alongside genome, transcriptome, and DNA methylome analysis to understand determinants of drug response. We assembled a primary blood cancer cell encyclopedia data set that revealed disease-specific sensitivities for each cancer. Within chronic lymphocytic leukemia (CLL), responses to 62% of drugs were associated with 2 or more mutations, and linked the B cell receptor (BCR) pathway to trisomy 12, an important driver of CLL. Based on drug responses, the disease could be organized into phenotypic subgroups characterized by exploitable dependencies on BCR, mTOR, or MEK signaling and associated with mutations, gene expression, and DNA methylation. Fourteen percent of CLLs were driven by mTOR signaling in a non-BCR-dependent manner. Multivariate modeling revealed immunoglobulin heavy chain variable gene (IGHV) mutation status and trisomy 12 as the most important modulators of response to kinase inhibitors in CLL. Ex vivo drug responses were associated with outcome. This study overcomes the perception that most mutations do not influence drug response of cancer, and points to an updated approach to understanding tumor biology, with implications for biomarker discovery and cancer care.
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MESH Headings
- Antineoplastic Agents/therapeutic use
- Chromosomes, Human, Pair 12/genetics
- Chromosomes, Human, Pair 12/metabolism
- Databases, Factual
- Female
- Hematologic Neoplasms/classification
- Hematologic Neoplasms/drug therapy
- Hematologic Neoplasms/genetics
- Hematologic Neoplasms/pathology
- Humans
- Leukemia, Lymphocytic, Chronic, B-Cell/classification
- Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy
- Leukemia, Lymphocytic, Chronic, B-Cell/pathology
- Male
- Models, Biological
- Neoplasm Proteins/genetics
- Neoplasm Proteins/metabolism
- Signal Transduction
- Trisomy/genetics
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Landberg N, von Palffy S, Askmyr M, Lilljebjörn H, Sandén C, Rissler M, Mustjoki S, Hjorth-Hansen H, Richter J, Ågerstam H, Järås M, Fioretos T. CD36 defines primitive chronic myeloid leukemia cells less responsive to imatinib but vulnerable to antibody-based therapeutic targeting. Haematologica 2017; 103:447-455. [PMID: 29284680 PMCID: PMC5830390 DOI: 10.3324/haematol.2017.169946] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Accepted: 12/18/2017] [Indexed: 12/16/2022] Open
Abstract
Tyrosine kinase inhibitors (TKIs) are highly effective for the treatment of chronic myeloid leukemia (CML), but very few patients are cured. The major drawbacks regarding TKIs are their low efficacy in eradicating the leukemic stem cells responsible for disease maintenance and relapse upon drug cessation. Herein, we performed ribonucleic acid sequencing of flow-sorted primitive (CD34+CD38low) and progenitor (CD34+ CD38+) chronic phase CML cells, and identified transcriptional upregulation of 32 cell surface molecules relative to corresponding normal bone marrow cells. Focusing on novel markers with increased expression on primitive CML cells, we confirmed upregulation of the scavenger receptor CD36 and the leptin receptor by flow cytometry. We also delineate a subpopulation of primitive CML cells expressing CD36 that is less sensitive to imatinib treatment. Using CD36 targeting antibodies, we show that the CD36 positive cells can be targeted and killed by antibody-dependent cellular cytotoxicity. In summary, CD36 defines a subpopulation of primitive CML cells with decreased imatinib sensitivity that can be effectively targeted and killed using an anti-CD36 antibody.
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100
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Alitalo R, Stephens R, Vaheri A, Mustjoki S. Blast Cell-surface and Plasma Soluble Urokinase Receptor in Acute Leukemia Patients: Relationship to Classification and Response to Therapy. Thromb Haemost 2017. [DOI: 10.1055/s-0037-1614558] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
SummaryPlasminogen activation in leukemia has been less well characterized than in other malignancies. However, the increased tendency to bleeding and tissue infiltration by leukemic cells are processes in which plasminogen activation may be involved. We have examined plasma and the peripheral blood mononuclear cell fraction from 80 patients including 53 patients with newly diagnosed acute leukemia and 27 patients with other hematological disorders as well as 21 healthy controls. In 28 of 29 examined patients with acute myeloid leukemia (AML) and in two of three patients with hybrid leukemia we found urokinase receptor (uPAR) on the cell surface, while most (7/9) samples from patients with acute lymphoblastic leukemia (ALL) were negative for uPAR. The plasma mean value for soluble uPAR (suPAR) was significantly elevated in patients with AML and ALL. In AML the highest values were found in patients who had residual disease after several cycles of chemotherapy. Compared to controls the uPA antigen levels in patient plasmas were elevated and decreased along with uPAR during treatment. Our results suggest that cell surface uPAR may be a useful marker for leukemia classification and in our material a high level of plasma suPAR correlated with resistance to chemotherapy in AML.
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