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1.
Cells ; 13(10)2024 May 20.
Article in English | MEDLINE | ID: mdl-38786100

ABSTRACT

Current treatment strategies for multiple myeloma (MM) are highly effective, but most patients develop relapsed/refractory disease (RRMM). The anti-CD38/CD3xCD28 trispecific antibody SAR442257 targets CD38 and CD28 on MM cells and co-stimulates CD3 and CD28 on T cells (TCs). We evaluated different key aspects such as MM cells and T cells avidity interaction, tumor killing, and biomarkers for drug potency in three distinct cohorts of RRMM patients. We found that a significantly higher proportion of RRMM patients (86%) exhibited aberrant co-expression of CD28 compared to newly diagnosed MM (NDMM) patients (19%). Furthermore, SAR442257 mediated significantly higher TC activation, resulting in enhanced MM killing compared to bispecific functional knockout controls for all relapse cohorts (Pearson's r = 0.7). Finally, patients refractory to anti-CD38 therapy had higher levels of TGF-ß (up to 20-fold) compared to other cohorts. This can limit the activity of SAR442257. Vactoserib, a TGF-ß inhibitor, was able to mitigate this effect and restore sensitivity to SAR442257 in these experiments. In conclusion, SAR442257 has high potential for enhancing TC cytotoxicity by co-targeting CD38 and CD28 on MM and CD3/CD28 on T cells.


Subject(s)
ADP-ribosyl Cyclase 1 , Multiple Myeloma , T-Lymphocytes , Humans , Multiple Myeloma/drug therapy , Multiple Myeloma/pathology , Multiple Myeloma/immunology , ADP-ribosyl Cyclase 1/metabolism , ADP-ribosyl Cyclase 1/antagonists & inhibitors , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , T-Lymphocytes/drug effects , CD3 Complex/metabolism , CD28 Antigens/metabolism , Antibodies, Bispecific/pharmacology , Antibodies, Bispecific/therapeutic use , Cell Line, Tumor , Recurrence
2.
Cancer Discov ; 13(6): 1408-1427, 2023 06 02.
Article in English | MEDLINE | ID: mdl-36892565

ABSTRACT

The BCL2 inhibitor venetoclax (VEN) in combination with azacitidine (5-AZA) is currently transforming acute myeloid leukemia (AML) therapy. However, there is a lack of clinically relevant biomarkers that predict response to 5-AZA/VEN. Here, we integrated transcriptomic, proteomic, functional, and clinical data to identify predictors of 5-AZA/VEN response. Although cultured monocytic AML cells displayed upfront resistance, monocytic differentiation was not clinically predictive in our patient cohort. We identified leukemic stem cells (LSC) as primary targets of 5-AZA/VEN whose elimination determined the therapy outcome. LSCs of 5-AZA/VEN-refractory patients displayed perturbed apoptotic dependencies. We developed and validated a flow cytometry-based "Mediators of apoptosis combinatorial score" (MAC-Score) linking the ratio of protein expression of BCL2, BCL-xL, and MCL1 in LSCs. MAC scoring predicts initial response with a positive predictive value of more than 97% associated with increased event-free survival. In summary, combinatorial levels of BCL2 family members in AML-LSCs are a key denominator of response, and MAC scoring reliably predicts patient response to 5-AZA/VEN. SIGNIFICANCE: Venetoclax/azacitidine treatment has become an alternative to standard chemotherapy for patients with AML. However, prediction of response to treatment is hampered by the lack of clinically useful biomarkers. Here, we present easy-to-implement MAC scoring in LSCs as a novel strategy to predict treatment response and facilitate clinical decision-making. This article is highlighted in the In This Issue feature, p. 1275.


Subject(s)
Leukemia, Myeloid, Acute , Proteomics , Humans , Proto-Oncogene Proteins c-bcl-2/genetics , Proto-Oncogene Proteins c-bcl-2/metabolism , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/genetics , Bridged Bicyclo Compounds, Heterocyclic/pharmacology , Bridged Bicyclo Compounds, Heterocyclic/therapeutic use , Azacitidine/pharmacology , Azacitidine/therapeutic use , Stem Cells/metabolism , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use
4.
Cancers (Basel) ; 14(11)2022 May 31.
Article in English | MEDLINE | ID: mdl-35681698

ABSTRACT

Alectinib is a standard initial treatment for patients with advanced anaplastic lymphoma kinase (ALK) rearranged non-small-cell lung cancer (NSCLC). The current study analyzed a prospective cohort of 24 consecutive alectinib-treated patients and controls in order to comprehensively characterize longitudinal erythrocyte changes under treatment with ALK inhibitors. Upon starting alectinib, all examined patients developed reticulocytosis and abnormal erythrocyte morphology with anisocytosis and a predominance of acanthocytes (64% of red blood cells on average, range 36−100%) in the peripheral blood smear within approximately 2 weeks. Changes were accompanied by a gradual reduction in Eosin-5-maleimide (EMA) binding, which became pathologic (<80% of cells) within 1−2 months in all cases, mimicking an abortive form of hereditary spherocytosis. The latter could be ruled out in 3/3 of analyzed cases by normal sequencing results for the ANK1, EPB42, SLC4A1, SPTA1, or SBTB genes. The direct Coombs test was also negative in 11/11 tested cases. Besides, anemia, increased LDH, and increased bilirubin were noted in a fraction of patients only, ranging between 42 and 68%. Furthermore, haptoglobin decreases were infrequent, occurring in approximately 1/3 of cases only, and mild, with an average value of 0.93 g/L within the normal range of 0.3−2 g/dL, suggesting that hemolysis occurred predominantly in the extravascular compartment, likely due to splenic trapping of the deformed erythrocytes. These changes showed no association with progression-free survival under alectinib or molecular features, i.e., ALK fusion variant or TP53 status of the disease, and resolved upon a switch to an alternative ALK inhibitor. Thus, alectinib induces mild, reversible erythrocyte changes in practically all treated patients, whose most sensitive signs are aberrant red cell morphology in the peripheral smear, a pathologic EMA test, and reactive reticulocytosis. Frank hemolytic anemia is rare, but mild subclinical hemolysis is very frequent and poses differential-diagnostic problems. Alectinib can be continued under the regular control of hemolysis parameters, but the risk of long-term complications, such as cholelithiasis due to increased serum bilirubin in most patients, remains unclear at present.

5.
Front Immunol ; 13: 849329, 2022.
Article in English | MEDLINE | ID: mdl-35592315

ABSTRACT

Recently, mass cytometry has enabled quantification of up to 50 parameters for millions of cells per sample. It remains a challenge to analyze such high-dimensional data to exploit the richness of the inherent information, even though many valuable new analysis tools have already been developed. We propose a novel algorithm "pattern recognition of immune cells (PRI)" to tackle these high-dimensional protein combinations in the data. PRI is a tool for the analysis and visualization of cytometry data based on a three or more-parametric binning approach, feature engineering of bin properties of multivariate cell data, and a pseudo-multiparametric visualization. Using a publicly available mass cytometry dataset, we proved that reproducible feature engineering and intuitive understanding of the generated bin plots are helpful hallmarks for re-analysis with PRI. In the CD4+T cell population analyzed, PRI revealed two bin-plot patterns (CD90/CD44/CD86 and CD90/CD44/CD27) and 20 bin plot features for threshold-independent classification of mice concerning ineffective and effective tumor treatment. In addition, PRI mapped cell subsets regarding co-expression of the proliferation marker Ki67 with two major transcription factors and further delineated a specific Th1 cell subset. All these results demonstrate the added insights that can be obtained using the non-cluster-based tool PRI for re-analyses of high-dimensional cytometric data.


Subject(s)
Neoplasms , Algorithms , Animals , Mice , Neoplasms/therapy , Transcription Factors
6.
Elife ; 92020 05 22.
Article in English | MEDLINE | ID: mdl-32441253

ABSTRACT

Dysregulated cytokine expression by T cells plays a pivotal role in the pathogenesis of autoimmune diseases. However, the identification of the corresponding pathogenic subpopulations is a challenge, since a distinction between physiological variation and a new quality in the expression of protein markers requires combinatorial evaluation. Here, we were able to identify a super-functional follicular helper T cell (Tfh)-like subpopulation in lupus-prone NZBxW mice with our binning approach "pattern recognition of immune cells (PRI)". PRI uncovered a subpopulation of IL-21+ IFN-γhigh PD-1low CD40Lhigh CXCR5- Bcl-6- T cells specifically expanded in diseased mice. In addition, these cells express high levels of TNF-α and IL-2, and provide B cell help for IgG production in an IL-21 and CD40L dependent manner. This super-functional T cell subset might be a superior driver of autoimmune processes due to a polyfunctional and high cytokine expression combined with Tfh-like properties.


Subject(s)
Lupus Erythematosus, Systemic/immunology , Pattern Recognition, Automated/methods , T-Lymphocyte Subsets/immunology , T-Lymphocytes, Helper-Inducer/immunology , Animals , Antigens, Differentiation/metabolism , Autoimmunity , B-Lymphocytes/immunology , Coculture Techniques , Female , Flow Cytometry/methods , Immunologic Memory , Interleukins/metabolism , Lymphocyte Activation , Mice , Mice, Inbred NZB
7.
J Biol Chem ; 291(46): 24172-24187, 2016 Nov 11.
Article in English | MEDLINE | ID: mdl-27637333

ABSTRACT

Transcription factors of the nuclear factor of activated T cell (NFAT) family are essential for antigen-specific T cell activation and differentiation. Their cooperative DNA binding with other transcription factors, such as AP1 proteins (FOS, JUN, and JUNB), FOXP3, IRFs, and EGR1, dictates the gene regulatory action of NFATs. To identify as yet unknown interaction partners of NFAT, we purified biotin-tagged NFATc1/αA, NFATc1/ßC, and NFATc2/C protein complexes and analyzed their components by stable isotope labeling by amino acids in cell culture-based mass spectrometry. We revealed more than 170 NFAT-associated proteins, half of which are involved in transcriptional regulation. Among them are many hitherto unknown interaction partners of NFATc1 and NFATc2 in T cells, such as Raptor, CHEK1, CREB1, RUNX1, SATB1, Ikaros, and Helios. The association of NFATc2 with several other transcription factors is DNA-dependent, indicating cooperative DNA binding. Moreover, our computational analysis discovered that binding motifs for RUNX and CREB1 are found preferentially in the direct vicinity of NFAT-binding motifs and in a distinct orientation to them. Furthermore, we provide evidence that mTOR and CHEK1 kinase activity influence NFAT's transcriptional potency. Finally, our dataset of NFAT-associated proteins provides a good basis to further study NFAT's diverse functions and how these are modulated due to the interplay of multiple interaction partners.


Subject(s)
NFATC Transcription Factors/metabolism , Nuclear Proteins/metabolism , T-Lymphocytes/metabolism , Humans , Jurkat Cells , Mass Spectrometry , NFATC Transcription Factors/genetics , Nuclear Proteins/genetics
8.
Arch Dermatol Res ; 307(6): 479-85, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25488078

ABSTRACT

IL-31, predominantly produced by CD45RO + CLA + Th2 cells, plays an important pathogenetic role in pruritic skin diseases like atopic dermatitis. As tumor cells in Sézary syndrome (SS) and Mycosis fungoides (MF) possess similar immunophenotypes and the conditions mentioned are often associated with pruritus, the analysis of the IL-31 pathway in MF/SS patients is of interest. Serum samples from the peripheral blood of 23 patients and 17 controls were analyzed for IL-31 abundance and correlated with disease stage and pruritus. Furthermore IL-31-, IL-31 receptor alpha (IL-31Rα)- and Oncostatin M receptor beta (OSMRß)-mRNA expression was measured in blood tumor cells from SS patients, memory T-cells from controls and lymphoma cell lines. Serum IL-31 levels were low but differed between groups with no or strong pruritus. Expression of IL-31 was detectable at low levels in cell lines, but not in the tumor cells of SS patients. Stimulation with PMA/ionomycin led to indiscriminate expression in peripheral blood tumor cells and control T-cells. IL-2-stimulation resulted in expression only in 9/11 patient samples. IL-31Rα-expression was detectable in 10/10 cell lines, 8/15 peripheral blood samples from SS patients, and 4/10 controls; whereas, OSMRß mRNA was detectable in 4/10 cell lines, but only one patient and control sample. The results of our analyses regarding serum levels and receptor expression do not suggest a central role of IL-31 in MF/SS pathogenesis. However, the results of IL-2 stimulation as well as the increased IL-31 levels in patients with strong pruritus offer a rationale for therapeutic approach in this subset of patients.


Subject(s)
Interleukins/blood , Mycosis Fungoides/blood , Sezary Syndrome/blood , Skin Neoplasms/blood , Aged , Aged, 80 and over , Cell Line, Tumor , Enzyme-Linked Immunosorbent Assay , Female , Gene Expression Regulation, Neoplastic/physiology , Humans , Interleukins/genetics , Male , Middle Aged , Mycosis Fungoides/genetics , Oncostatin M Receptor beta Subunit/genetics , RNA, Messenger/genetics , Receptors, Interleukin/genetics , Sezary Syndrome/genetics , Signal Transduction , Skin Neoplasms/genetics
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