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Machine-Learning-Based Identification of Tumor Entities, Tumor Subgroups, and Therapy Options
(2023)
Molecular genetic analyses, such as mutation analyses, are becoming increasingly important in the tumor field, especially in the context of therapy stratification. The identification of the underlying tumor entity is crucial, but can sometimes be difficult, for example in the case of metastases or the so-called Cancer of Unknown Primary (CUP) syndrome. In recent years, methylome and transcriptome utilizing machine learning (ML) approaches have been developed to enable fast and reliable tumor and tumor subtype identification. However, so far only methylome analysis have become widely used in routine diagnostics.
The present work addresses the utility of publicly available RNA-sequencing data to determine the underlying tumor entity, possible subgroups, and potential therapy options. Identification of these by ML - in particular random forest (RF) models - was the first task. The results with test accuracies of up to 99% provided new, previously unknown insights into the trained models and the corresponding entity prediction. Reducing the input data to the top 100 mRNA transcripts resulted in a minimal loss of prediction quality and could potentially enable application in clinical or real-world settings.
By introducing the ratios of these top 100 genes to each other as a new database for RF models, a novel method was developed enabling the use of trained RF models on data from other sources.
Further analysis of the transcriptomic differences of metastatic samples by visual clustering showed that there were no differences specific for the site of metastasis. Similarly, no distinct clusters were detectable when investigating primary tumors and metastases of cutaneous skin melanoma (SKCM).
Subsequently, more than half of the validation datasets had a prediction accuracy of at least 80%, with many datasets even achieving a prediction accuracy of – or close to – 100%.
To investigate the applicability of the used methods for subgroup identification, the TCGA-KIPAN dataset, consisting of the three major kidney cancer subgroups, was used. The results revealed a new, previously unknown subgroup consisting of all histopathological groups with clinically relevant characteristics, such as significantly different survival. Based on significant differences in gene expression, potential therapeutic options of the identified subgroup could be proposed.
Concludingly, in exploring the potential applicability of RNA-sequencing data as a basis for therapy prediction, it was shown that this type of data is suitable to predict entities as well as subgroups with high accuracy. Clinical relevance was also demonstrated for a novel subgroup in renal cell carcinoma. The reduction of the number of genes required for entity prediction to 100 genes, enables panel sequencing and thus demonstrates potential applicability in a real-life setting.
Allogenic hematopoietic stem cell transplantation (allo-HCT) is a curative therapy for the treatment of malignant and non-malignant bone marrow diseases. The major complication of this treatment is a highly inflammatory reaction known as Graft-versus-Host Disease (GvHD). Cyclosporin A (CsA) and tacrolimus are used to treat GvHD which limits inflammation but also interferes with the anticipated Graft-versus-Leukemia (GvL) effect. These drugs repress conventional T cells (Tcon) along with regulatory T cells (Treg), which are important for both limiting GvHD and supporting GvL. Both of these drugs inhibit calcineurin (CN), which dephosphorylates and activates the nuclear factor of activated T-cells (NFAT) family of transcription factors. Here, we make use of our Cd4cre.Cas9+ mice and developed a highly efficient non-viral CRISPR/Cas9 gene editing method by gRNA-only nucleofection. Utilizing this technique, we demonstrated that unstimulated mouse T cells upon NFATc1 or NFATc2 ablation ameliorated GvHD in a major mismatch mouse model. However, in vitro pre-stimulated mouse T cells could not achieve long-term protection from GvHD upon NFAT single-deficiency. This highlights the necessity of gene editing and transferring unstimulated human T cells during allo-HCT. Indeed, we established a highly efficient ribonucleoprotein (RNP)-mediated CRISPR/Cas9 gene editing for NFATC1 and/or NFATC2 in pre-stimulated as well as unstimulated primary human T cells. In contrast to mouse T cells, not NFATC1 but NFATC2 deficiency in human T cells predominantly affected proinflammatory cytokine production. However, either NFAT single-knockout kept cytotoxicity of human CD3+ T cells untouched against tumor cells in vitro. Furthermore, mouse and human Treg were unaffected upon the loss of a single NFAT member. Lastly, NFATC1 or NFATC2-deficient anti-CD19 CAR T cells, generated with our non-viral ‘one-step nucleofection’ method validated our observations in mouse and human T cells. Proinflammatory cytokine production was majorly dependent on NFATC2 expression, whereas, in vitro cytotoxicity against CD19+ tumor cells was undisturbed in the absence of either of the NFAT members. Our findings emphasize that NFAT single-deficiency in donor T cells is superior to CN-inhibitors as therapy during allo-HCT to prevent GvHD while preserving GvL in patients.
T lymphocytes (T cells) represent one of the major cell populations of the immune system. Named by the place of their development, the thymus, several types can be distinguished as the αβ T cells, the γδ T cells, the mucosa-associated invariant T cells (MAIT), and the natural killer T (NKT) cells. The αβ lineages of CD4+ THelper and the CD8+ T cytotoxic cells with the T cell receptor (TCR) composed of α- and β-chain are major players of the adaptive immune system. In the thymus, CD4+ and CD8+ single positive (SP) αβ cells represent the ultimate result of positive and negative selection of CD4+CD8+ double positive (DP) thymocytes. The DP population derives from the double negative (DN) thymocytes that develop from bone marrow-derived progenitors through different stages (DN1-DN4) that are characterized by CD25 and CD44 surface expression.
NFATc1, a member of the Nuclear Factor of Activated T cells (NFAT) transcription factors family, is critically involved in the differentiation and function of T cells. During thymocyte development, the nuclear expression of NFATc1 reaches the highest level at the DN3 (CD44-CD25+) stage. The hematopoietic cell-specific ablation of NFATc1 activity results in an arrest of thymocyte differentiation at the DN1 (CD44+CD25-) stage. On the other hand, over-expression of a constitutively active version of NFATc1 results in an impaired transition of DN3 cells to the DN4 (CD44-CD25-) stage, suggesting that a certain threshold level of NFATc1 activity is critical at this point.
ChIP-seq and RNA-seq analysis allowed us the identification of NFATc1/A target genes involved in lineage development as the Tcra and Tcrb gene loci. Furthermore, we identified multiple NFATc1-regulated genes that are involved in γδ T cell development. In the mouse models, Rag1Cre-Nfatc1fl/fl and Rag1Cre-E2fl/fl, in which the activity of NFATc1 or inducible NFATc1 in the latter is impaired during the early stages of thymocyte development, we observed increased numbers of γδ T cells. These γδ T cells showed an unusual overexpression of CD4, a lack of CD24 expression, and overexpression of the anti-apoptotic gene Bcl2a1a.
We hypothesize that during the DN stages NFATc1 plays an important role in regulating crucial steps of αβ thymocyte development and when NFATc1 activity is missing this may disturb αβ development resulting in alternative cell fates like γδ T cells.
The defense against invading pathogens is, amongst other things, mediated via the action of antibodies. Class-switched antibodies and antibodies of high affinity are produced by plasma cells descending from germinal center B (GCB) cells. GCB cells develop in the germinal center (GC), a specialized microstructure found in the B-cell follicle of secondary lymphoid organs. GCB-cell maturation and proliferation are supported by follicular T- helper (Tfh) cells. On the other hand, follicular regulatory T (Tfr) cells control this process in quantity and quality preventing, for instance, the formation of autoantibodies directed against endogenous structures. The development of GCB, Tfh and Tfr cells essentially depends on the migration into the GC, which is mediated via the expression of the chemokine receptor CXCR5.
One transcription factor highly expressed in follicular T cells, comprising Tfh and Tfr cells, is NFATc1. Tfr cells additionally express the transcriptional repressor Blimp-1, which is not expressed in Tfh cells. We found that NFATc1 is transactivating Cxcr5 via response elements in the promoter and enhancer in vitro. Blimp-1 binds to the same elements, transactivating Cxcr5 expression in cooperation with NFATc1, whilst mediating Cxcr5- repression on its own. In Tfr cells Blimp-1 suppresses CXCR5 expression in the absence of NFATc1. Blimp-1 itself is necessary to restrict Tfr-cell frequencies and to mediate Tfr- cell function as in mice with Blimp-1-ablated Tregs high frequencies of Tfr cells do not reduce GCB- or Tfh cell frequencies. NFATc1 and Blimp-1 double deficient Tfr cells show additional loss of function, which becomes visible in clearly expanded antibody titers.
To evaluate the function of NFATc1 in Tfr cells, we not only deleted it, but also overexpressed a constitutive active form of NFATc1/aA (caNFATc1/aA) in regulatory T cells (Tregs). The latter is leading to an upregulation of CXCR5 per cell, without changing Tfh or Tfr-cell frequencies. However, the high density of surface CXCR5 enhances the migration of Tfr cells deep into the GC, which results in a tighter control of the antigen- specific humoral immune response. Additionally, caNFATc1/aA increases the expression of genes coding for Tfr effector molecules like Il1rn, Il10, Tigit and Ctla4. Interestingly, this part of the transcriptional change is dependent on the presence of Blimp-1. Furthermore, Blimp-1 regulates the expression of multiple chemokine receptor genes on the background of caNFATc1/aA.
In contrast, when caNFATc1/aA is overexpressed in all T cells, the frequencies of Tfh- and GCB cells are dominantly reduced. This effect seems to stem from the conventional T- cell (Tcon) side, most probably originating from increased secretion of interleukin-2 (IL- 2) via the caNFATc1/aA overexpressing Tcons. IL-2 is known to hinder the germinal center reaction (GCR) and it might in its abundance not be neutralizable by Tfr cells.
Taken together, NFATc1 and Blimp-1 cooperate to control the migration of Tfr cells into the GC. Tfr cells in the GC depend on NFATc1 and Blimp-1 to perform their proper function. Overexpression of caNFATc1 in Tregs strengthens Tfr function in a Blimp-1-dependent manner, whilst overexpression of caNFATc1 in all T cells dominantly diminishes the GCR.
Multiple myeloma (MM) is a disease of terminally differentiated B-cells which accumulate in the bone marrow leading to bone lesions, hematopoietic insufficiency and hypercalcemia. Genetically, MM is characterized by a great heterogeneity. A recent next-generation sequencing approach resulted in the identification of a signaling network with an accumulation of mutations in receptor-tyrosine kinases (RTKs), adhesion molecules and downstream effectors. A deep-sequencing amplicon approach of the coding DNA sequence of the six RTKs EPHA2, EGFR, ERBB3, IGF1R, NTRK1 and NTRK2 was conducted in a patient cohort (75 MM samples and 68 corresponding normal samples) of the “Deutsche Studiengruppe Multiples Myelom (DSMM)” to further elucidate the role of RTKs in MM. As an initial approach the detected mutations were correlated with cytogenetic abnormalities and clinical data in the course of this thesis. RTK mutations were present in 13% of MM patients of the DSMM XI trial and accumulated in the ligand-binding and tyrosine-kinase domain. The newly identified mutations were associated with an adverse patient survival, but not with any cytogenetic abnormality common in MM. Especially rare patient-specific SNPs (single nucleotide polymorphism) had a negative impact on patient survival. For a more comprehensive understanding of the role of rare RTK SNPs in MM, a second amplicon sequencing approach was performed in a patient cohort of the DSMM XII trial that included 75 tumor and 184 normal samples. This approach identified a total of 23 different mutations in the six RTKs EPHA2, EGFR, ERBB3, IGF1R, NTRK1 and NTRK2 affecting 24 patients. These mutations could furthermore be divided into 20 rare SNPs and 3 SNVs (single nucleotide variant). In contrast to the first study, the rare SNPs were significantly associated with the adverse prognostic factor del17p.
IGF1R was among the most commonly mutated RTKs in the first amplicon sequencing approach and is known to play an important role in diverse cellular processes such as cell proliferation and survival. To study the role of IGF1R mutations in the hard-to-transfect MM cells, stable IGF1R-knockdown MM cell lines were established. One of the knockdown cell lines (L363-C/C9) as well as a IGF1R-WT MM cell line (AMO1) were subsequently used for the stable overexpression of WT IGF1R and mutant IGF1R (N1129S, D1146N). Overall, an impact on the MAPK and PI3K/AKT signaling pathways was observed upon the IGF1R knockdown as well as upon WT and mutant IGF1R overexpression. The resulting signaling pattern, however, differed between different MM cell lines used in this thesis as well as in a parallel performed master thesis which further demonstrates the great heterogeneity described in MM.
Taken together, the conducted sequencing and functional studies illustrate the importance of RTKs and especially of IGF1R and its mutants in the pathogenesis of MM. Moreover, the results support the potential role of IGF1R as a therapeutic target for a subset of MM patients with mutated IGF1R and/or IGF1R overexpression.
Acetylcholine (ACh) mediates transmission at vertebrate neuromuscular junctions and many other synapses. The postsynaptic ACh receptors at neuromuscular junctions are of the nicotinic subtype (nAChRs). They are among the best studied receptor channels and often serve as models or receptor prototypes. Despite a wealth of information on muscle type nAChRs so far little is known about species specific functional differences. In this work, mouse and human adult muscle type nAChRs are investigated.
Cell attached recordings in the HEK293T heterologous expression system provided evidence that the ACh affinity of recombinant mouse and human adult muscle type nAChRs are different. To clarify this, I compared these receptors in outside-out patches employing a system for fast agonist application. Thus, the individual membrane patches with receptors can be exposed to various ligand concentrations. In response to 10 and 30 µM ACh normalized peak currents (î) were significantly larger and current rise-time (tr) shorter in human than in mouse receptors. Analyzing dose-response curves of î and tr and fitting them with a two-step equivalent binding-site kinetic mechanism revealed a two-fold higher ACh association rate constant in human compared to mouse receptors. Furthermore, human nAChRs were blocked faster in outside-out patches by superfusion of 300 nM α-Bungarotoxin (α-Bgtx) than mouse nAChRs. Finally, human nAChRs in outside-out patches showed higher affinity at 3 µM ACh than chimeric receptors consisting of mouse α- and human β-, γ- and ε-subunits. The higher affinity of human than mouse receptors for ACh and α-Bgtx is thus at least in part due to sequence difference in their α-subunits.
While numerous experiments on NFAT were already performed with CD4+ T cells showing defective cytokine release and a reduced T helper cell development, no detailed studies existed for CD8+ T cells. From this point, we wanted to examine the impact of NFATc1 and c2 on the physiological functions of CD8+ T cells in vitro and in vivo. Therefore, we used a murine infection model with the bacteria Listeria monocytogenes and mice in which NFATc1 was specifically depleted in the T cell compartment.
Our first in vitro studies showed a typical NFATc1 and c2 nuclear translocation and changes on mRNA levels upon T cell activation similarly in CD4+ as well as in CD8+ T cells extracted from wild type mice. NFAT nuclear translocation is important for target gene activation and generation of effector functions. Stimulated T cell populations lacking NFATc1 and/or NFATc2 showed a markedly decreased expression of Th1/Tc1 cytokines, as e.g. IL 2 and IFNγ being important for the clearance of intracellular pathogens. From our in vitro model for the generation of allogenically reactive cytotoxic CD8+ T cells, we revealed a decreased killing and lytic granule-release capacity in Nfatc1 inactivated CD8+ T cells whereas NFATc2-/- cytotoxic T cells did not show an altered cytotoxic response compared to wild type cells.
Interestingly, we found lytic granules accumulated and mitochondria not getting translocated to the immunological synapse upon re-stimulation in NFATc1-deficient CD8+ T cells. Together with results showing the CsA insensitivity of the CTL killing/degranulation capacities, we assume that some major cellular processes are affected by NFATc1 which are not directly linked to the TCR-induced signal transduction cascade.
We also showed the importance of NFATc1 in T cells during intracellular infections with the bacteria Listeria monocytogenes in an in vivo mouse model. After five days, only few bacteria were detected in wt mice whereas high amounts of Listeria particles were extracted from livers of Nfatc1fl/fl x Cd4 cre mice. Although the reactivity towards the pathogen was similar in both groups, a decreased cytokine expression in NFATc1-/- CD8+ T cells was observed together with an altered memory cell generation.
Our results show the importance of NFATc1 in CD8+ T cells and give some clue for a possible connection to other basal cellular functions, as e.g. the formation of an immunological synapse.
Burkitt's lymphoma (BL) is a very aggressive, germinal center-derived B cell lymphoma. It mostly occurs in children from equatorial Africa who carry both the Epstein-Barr virus and the pathogens for malaria. Aside from this endemic form, there are also sporadic and immunosuppressive forms of BL. The most important characteristics are both the “starry sky” macrophages - from a histological point of view - and the translocation of MYC to one of the immunoglobulin enhancers at the molecular level. In addition to MYC overexpression several mutations, e.g. in p53 or cyclin D3, or constitutive active PI3-kinase signaling contribute to lymphoma genesis.
Furthermore, NFAT factors seem also to play a crucial role. In human BL cell lines and murine Myc-driven tumors, the pro survival factor NFATc1 is highly expressed and present in the nuclei. To interfere with the NFAT pathway in lymphoma formation, I tested the “classical” way by inhibition of calcineurin (CN) with CsA, FK506 or VIVIT. Surprisingly, CN inhibition was not sufficient to induce a complete cytoplasmic translocation of NFATc1. Furthermore, CN inhibitors affected cellular survival and proliferation only at atypical high concentrations. Investigation of other pathways, like the PI3-kinase or JAK3, excluded the possibility that they promote NFATc1 activity. Finally, I treated NFATc1 over-expressing BL and pancreatic cancer cell lines with gallium nitrate that turned out to be a very potent inhibitor of cell survival. Gallium nitrate suppressed NFATc1 and MYC transcription though protein stability was not affected.
Regarding the regulation of NFATc1 by MYC-overexpression, the data obtained in my work suggested that (1) NFATc1 mRNA level is down-regulated in murine cells, (2) NFATc1 protein level is up-regulated in both human and murine cells, and (3) MYC supports NFATc1’s nuclear residence.
Finally, I discovered Myc-driven tumor cells as potential “starry sky” macrophages. Under certain conditions, mainly concerning calcium signaling, they change their outward appearance, surface marker expression, and gain the ability for phagocytosis.
For the future, the discovery that gallium acts through NFATc1 in BL and probably numerous other cancer types opens up new strategies for therapeutic interventions.
Peritonitis is a common disease in man, frequently caused by fungi, such as Candida albicans; however, in seldom cases opportunistic infections with Saccharomyces cerevisiae are described. Resident peritoneal macrophages (prMΦ) are the major group of phagocytic cells in the peritoneum. They express a broad range of surface pattern recognition receptors (PRR) to recognize invaders. Yeast infections are primarily detected by the Dectin-1 receptor, which triggers activation of NFAT and NF-κB pathways.
The transcription of the Nfatc1 gene is directed by the two alternative promoters, inducible P1 and relatively constitutive P2 promoter. While the role of P1-directed NFATc1α-isoforms to promote survival and proliferation of activated lymphocytes is well-established, the relevance of constitutively generated NFATc1β-isoforms, mainly expressed in resting lymphocytes, myeloid and non-lymphoid cells, remains unclear. Moreover, former work at our department indicated different roles for NFATc1α- and NFATc1β-proteins in lymphocytes.
Our data revealed the functional role of NFATc1 in peritoneal resident macrophages. We demonstrated that the expression of NFATc1β is required for a proper immune response of prMΦ during fungal infection-induced acute peritonitis. We identified Ccl2, a major chemokine produced in response to fungal infections by prMΦ, as a novel NFATc1 target gene which is cooperatively regulated through the NFAT- and canonical NF-κB pathways. Consequently, we showed that NFATc1β deficiency in prMΦ results in a decreased infiltration of inflammatory monocytes, leading to a delayed clearance of peritoneal fungal infection.
We could further show that the expression of NFATc1β-isoforms is irrelevant for homeostasis of myeloid and adaptive immune system cells and that NFATc1α- (but not β-) isoforms are required for a normal development of peritoneal B1a cells. In contrast to the situation in myeloid cells, NFATc1β deficiency is compensated by increased expression of NFATc1α-isoforms in lymphoid cells. As a consequence, NFATc1ß is dispensable for activation of the adaptive immune system.
Taken together our results illustrate the redundancy and indispensability of NFATc1-isoforms in the adaptive and innate immune system, indicating a complex regulatory system for Nfatc1 gene expression in different compartments of the immune system and likely beyond that.
The transcription factor NFATc1 has been shown to regulate the activation and differentiation of T-cells and B-cells, of DCs and megakaryocytes. Dysregulation of NFAT signaling was shown to be associated with the generation of autoimmune diseases, malignant transformation and the development of cancer [71]. The primary goal of this work was to gain insights on Nfatc1 induction and regulation in lymphocytes and to find new direct NFATc1 target genes. Three new BAC -transgenic reporter mouse strains (tgNfatc1/Egfp, tgNfatc1/DE1 and tgNfatc1/DE2) were applied to analyze Nfatc1 induction and regulation in primary murine B- and T-cells. As a result, we were able to show the persistent requirement of immunoreceptor-signaling for constant Nfatc1 induction, particularly, for NFATc1/αA expression. Furthermore, we showed that NF-κB inducing agents, such as LPS, CpG or CD40 receptor engagement, in combination with primary receptor-signals, positively contributed to Nfact1 induction in B-cells [137]. We sought to establish a new system which could help to identify direct NFATc1 target genes by means of ChIP and NGS in genom-wide approaches. We were able to successfully generate a new BAC-transgene encoding a biotinylatable short isoform of NFATc1, which is currently injected into mice oocyte at the TFM in Mainz. In addition, in vivo biotinylatable NFATc1–isoforms were cloned and stably expressed in the murine B-cell lymphoma line WEHI-231. The successful use of these cells stably overexpressing either the short NFATc1/αA or the long NFATc1/βC isoform along with the bacterial BirA biotin ligase was confirmed by intracellular stainings, FACS analysis, confocal microscopy and protein IP. By NGS, we detected 2185 genes which are specifically controlled by NFATc1/αA, and 1306 genes which are exclusively controlled by NFATc1/βC. This shows that the Nfatc1 locus encodes “two genes” which exhibit alternate, in part opposite functions. Studies on the induction of apoptosis and cell-death revealed opposed roles for the highly inducible short isoform NFATc1/αA and the constantly expressed long isoform NFATc1/βC. These findings were confirmed by whole transcriptome-sequencing performed with cells overexpressing NFATc1/αA and NFATc1/βC. Several thousand genes were found to be significantly altered in their expression profile, preferentially genes involved in apoptosis and PCD for NFATc1/βC or genes involved in transcriptional regulation and cell-cycle processes for NFATc1/αA. In addition we were able to perform ChIP-seq for NFATc1/αA and NFATc1/βC in an ab-independent approach. We found potential new target-sites, but further studies will have to address this ambitious goal in the future. In individual ChIP assays, we showed direct binding of NFATc1/αA and NFATc1/βC to the Prdm1 and Aicda promoter regions which are individually controlled by the NFATc1 isoforms.
SUMMARY GABP is a heterodymeric member of Ets-family transcription factors. It consists of two subunits – GABPa which contains DNA binding domain and GABPb, which provides transcriptional activation domain and nuclear localization signal. GABPa/b complex is essential for transcriptional activation of multiple lineage-restricted and housekeeping genes, several viral genes, and in some cases might function as transcriptional repressor. Large variety of data indicates involvement of GABP in the complex regulation of cell growth, specified by quiescence, stimulation/proliferation, apoptosis and senescence. Expression level of GABPa subunit is rapidly increased when resting cells enter S-phase, and GABPa/b complex is critical to promote the continuity of the cell cycle. Conditional inactivation of GABPa expression in mouse embryonic fibroblasts results in a complete block of proliferation and acquisition of senescence-like phenotype. However, the influence of GABP on the other cell growth determinant – the apoptosis – remains largely obscure. Therefore we aimed to investigate the influence of GABPa/b expression level on the cell growth in vitro. Using siRNA approach we achieved efficient but only transient down-regulation of GABPa expression which precluded further cell growth studies. Persistent increase of the expression of GABPb subunit only resulted in a positive effect on the cell growth speed. Simultaneous conditional overexpression of both GABPa and GABPb subunits though, strongly reduced the growth of the affected cell cultures in reversible and in expression level dependent manner. Interestingly, GABPa/b overexpressing cells did show neither cell cycle arrest nor massive induction of apoptosis. However, more detailed analyses revealed that dampened apoptotic processes were taking place in GABPa/b−overexpressing cells, starting with a prominent activation of caspase-12. Interestingly, activation of downstream effector caspases was rather suppressed explaining a weak increase of apoptotic cells in GABPa/b overexpressing cultures. This effect suggests that the activation of caspase-12 by elevated amounts of exogenous GABPa/b reflects the normal physiological mechanism of caspase-12 regulation.
The Nuclear Factors of Activated T cells (NFATs) are critical transcription factors playing major roles in the control of the cell cycle, apoptosis and, probably, also cancerogenesis. Of all the four genuine NFATc family members, NFATc1 has the unique induction property which appears to be essential for T and B cell development, along with its considerable role in cytokine gene expression and function in non-lymphoid tissues and during organ development (such as in the development of muscle and heart cells). A number of studies have proved the potential role of NFATc1 protein in development of lymphomas and leukemias and provided evidence of differential expression of the same gene in different tumours (Suppression in classical Hodgkin lymphomas but overexpression in T-ALLs). Although the most commonly accepted pathway is the dephosphorylation of NFAT by calcineurin upon a rise in intracellular Ca++ leading to nuclear translocation followed by transcription of Il2 gene and related cytokines, it is quite possible that signaling mechanisms other than (or in addition to) calcineurin activation lead to NFATc1 induction as well. One of the major isoforms of NFATc1, NFATc1/αA, is the short inducible factor, produced upon full T and B cell activation. Here we used two different conditional knock-out mice as our study model. Inactivation of the murine Nfatc1 gene in bone marrow (of Cd79a/mb-1-cre x Nfatc1flx/flx mice) and spleen (of Cd23-cre x Nfatc1flx/flx mice) resulted in complete ablation of NFATc1 expression in splenic B cells. Although no severe developmental defects were found for the generation of ‘conventional’ B2 cells, NFATc1 inactivation in bone marrow B-cells led to a strong decrease in the peritoneal B1a cell population. In-vitro studies showed a clear-cut decrease in proliferation and an increase in Activation Induced Cell Death (AICD) of NFATc1-/- splenic B cells upon BCR stimulation. While NFATc1 appears to control directly the AICD of peripheral B cells, further studies revealed an effect of NFATc1 on proliferation by a sustained differentiation program controlling Ca++ flux and calcineurin activity which are needed to maintain transcription and proliferation of primary B cells. Re-expression of NFATc1 at a low dose could protect cells against AICD, whereas at a higher dose it initiated AICD. These data suggest an important dual role of NFATc1 in controlling proliferation and apoptosis of peripheral B lymphocytes. NFATc1 ablation also impaired the Ig class switch to IgG3 by T cell-independent (TI) type II antigens and impaired IgG3+ plasmablast formation when studied in-vivo by NP-Ficoll immunization or in-vitro using an in-vitro class-switch model. Contrary to the immunizations with TI-type II antigen, no significant differences were documented in Ig class switch upon immunization with NP-KLH, a T-cell dependent (TD) antigen. Taken together, the data indicate NFATc1/αA as a crucial player in the activation and function of splenic B cells upon BCR stimulation. Missing or incomplete NFATc1/αA induction appears to be one reason for the generation of B cell unresponsiveness, whereas uncontrolled NFATc1/αA expression could lead to unbalanced immune reactions and autoimmune diseases.
Tumors of the hematopoietic and lymphoid system are classified into Hodgkin lymphoma and non-Hodgkin lymphoma (NHL). Approximately 80% of non-Hodgkin lymphomas (NHL) are B-cell lymphomas (B-NHL) and the remainder include T-cell and NK-cell lymphomas as well as immunodeficiency-associated lymphoproliferative disorders. The presence of genetic alterations such as translocations involving the immunoglobulin (Ig) receptor loci in B-NHL, e.g. the translocation t(14;18)(q32.33;q21.3) in follicular lymphoma (FL), are of great value for the classification and of importance in the pathogenesis of these neoplasms. In analogy to the Ig receptor genes in B-NHL, the T-cell receptor (TCR) gene loci are targeted by chromosomal breaks in approximately 30% of precursor T-cell lymphoblastic leukemias/lymphomas involving various translocation or inversion partners. Most of these events result in the overexpression of an oncogene by juxtaposing it to the regulatory sequences of the TCR genes. However, the pathogenesis of mature T-cell NHL (T-NHL) and the underlying molecular mechanisms are only poorly understood so far. To determine the exact frequency of breakpoints occurring in the TCR loci of 227 mature T-NHL cases, we designed fluorescence in situ hybridization (FISH) assays for the TCR loci that are applicable for large scale analysis of formalin fixed and paraffin embedded (FFPE) lymphoma specimens in a tissue microarray format. This approach revealed only two mature T-NHL cases with a chromosomal breakpoint in one of the TCR loci making the rearrangement of TCR loci a very rare event in these neoplasms that occurs in less than 1% of cases.FL is the second most frequent type of B-NHL that can show predominantly follicular, combined follicular and diffuse, or predominantly diffuse growth patterns. The characteristic genetic hallmark of FL is the translocation t(14;18)that occurs in approximately 90% of cases and leads to a deregulated expression of the anti-apoptotic BCL2 proto-oncogene. FL has yet been a subject of many studies deciphering morphological, clinical and molecular features of this entity. However, only little information exists about cases lacking this translocation. In this thesis we divided 184 FL cases by polymerase chain reaction (PCR) and by FISH assays into FL cases with and without t(14;18) and investigated their respective gene expression profiles and copy number alterations. For FISH analysis we followed the refined conditions established for the T-NHL study. The only genetic alterations that differed significantly by comparative genomic hybridization (CGH) analysis between FL cases with and without t(14;18) were frequent gains or amplifications in 18q11-q21 in 32% of t(14;18)-positive and 0% of t(14;18)-negative cases. Gene expression profiling and geneset enrichment analysis (GSEA) revealed an enrichment of germinal center B-cell (GCB) signatures in t(14;18)-positive cases whereas an enrichment of activated B-cell (ABC) like, NFkB-, proliferation-, cell cycle-, interferon and bystander cell signatures were observed in t(14;18)-negative cases. A validation approach by immunohistochemistry (IHC) on an independent test set of FL cases (n=84) revealed a more frequent expression of the germinal center (GC) marker CD10/MME in cases with t(14;18) and a higher expression of the post GC marker IRF4/MUM1, the proliferation marker Ki67 and the cytotoxic T-cell marker GZMB in cases without t(14;18). Although these results may suggest a post-GCB phenotype for translocation t(14;18)-negative cases, ongoing somatic hypermutations of the immunoglobulin heavy chain genes in these cases rather point to a late GC stage of B-cell differentiation in FL without t(14;18). In an independent study with 35 predominantly diffuse FL cases, it was furthermore possible to define another subset of t(14;18)-negative FL characterized by a chromosomal deletion (del) in 1p36 and distinct morphological and clinical features by IHC, classical chromosome banding, FISH and gene expression profiling. The gene expression profiles of predominantly diffuse FL cases fell into the spectrum of FL. However, by GSEA they showed a significant enrichment of T-cell, NK-cell- and two dendritic-cell subset signatures, whereas a significant enrichment of GCB cell-, proliferation-, cell cycle- and B-cell signatures was observed in a control group of “classic” FL cases. Remarkably, patients with diffuse FL frequently presented with low clinical stage and large, but localized inguinal tumors. In conclusion, our results suggest that t(14;18)-negative FL are part of the spectrum of FL in general, but nevertheless show distinct molecular and clinical features. In particular, predominantly diffuse FL with (del)1p36, low clinical stage and large but localized inguinal tumors may represent a distinct t(14;18)-negative FL subtype.
NFAT transcription factors play critical roles in gene transcription during immune responses. Besides regulation of lymphokine promoters in T lymphocytes, NFAT factors are also expressed in other cell types and regulate the activity of numerous genes that control the generation of cardiac septa and valves in embryonic heart, the formation of blood vessels, the outgrowth of neuronal axons and the differentiation of osteoclasts during bone formation [10, 24]. Here we show that the induction of NFATc/αA in effector T cells is controlled by a strong inducible promoter, P1. It results in splicing of exon 1 to exon 3 transcripts and, in concert with the activity of a poly A site downstream of exon 9, leads to the massive synthesis of NFATc/αA in effector Th1 cells. A second, weak promoter, P2, lies in front of exon 2 and directs the synthesis of longer NFAT β isoforms. Both P1 and P2 direct the synthesis of three different RNAs: αA, αB, αC and βA, βB, βC correspondingly. The B and C isoforms arise from alternative splicing and poly A addition at the distal site pA2. P1 but not P2 activity is autoregulated by NFAT factors which bind to two tandemly arranged NFAT sites within P1 and enhance its induction. In resting T cells, the NFATc1/β RNAs are the most prominent nfatc1 transcripts and their synthesis is reduced upon T-cell activation. However, following activation in primary effector T cells or in T-cell lines of human or murine origin, a 15–20-fold induction of NFATc1/αA RNA was detected, whereas only a 2–5-fold increase was observed for the NFATc1/αB or NFATc1/αC RNAs. Optimal induction of P1 promoter require involving of a persistent increase in free cytosolic Ca2+ induced by ionomycin, which stimulates the nuclear translocation and transcriptional activation of all NFATc factors and phorbol esters, which activate protein kinase C and other protein kinase pathways in T cells. This suggests that both TCR and co-receptor signals contribute to give full P1 nfatc1 induction. Because NFATc1/αA induction is unaffected in NFATc2+c3 double-deficient T cells, NFATc1 autoregulates its own synthesis by controlling P1 activity and NFATc1/αA induction. P1 promoter contains tandemly arranged NFAT core binding motif TGGAAA to witch bind monomeric NFATc1 proteins and numerous conservative binding sites of other transcriptional factors like CREB, Fos, ATF-2, Sp1, NF-kB and GATA suggesting complex multi-factor regulation of NFATc1 gene. We also highlight that initial phase of nfatc1 transcription in naive CD4+ T cells is controlled by the promoter P2 which is constitutively active in resting T cells. The activation of resting T cells results in a decrease of P2 and the induction of P1 activity and, under optimal conditions, in the predominant synthesis of NFATc1/αA in effector T cells. In addition to the high concentrations of poly A factors required for optimal pA1 function, the levels of transcription factors, in particular NFATs, must also increase for P1 induction. That could be explained by achievement of certain threshold levels for transcriptional activation. Finally, the altered transactivation potential of NFATc1/αA suggests a specific role for this NFATc1 protein in gene control, such as in Th1 effector cells where NFATc1/αA is synthesized at high concentrations.
Sumoylation of transcription factors modulate their activity (either upregulating or downregulating) by altering protein-protein interactions as well as subcelluar/subnuclear localization. The transcription factor family of NFAT (Nuclear Factor of Activated T cells) plays an important role in cytokine gene regulation in T cells. Due to alternative usage of two promoters (P1 & P2), two polyadenylation sites (pA1 and pA2) and alternative splicing events, NFATc1 is expressed in six isoforms which are NFATc1/alphaA, betaA, alphaB, betaB, alphaC and betaC, where alpha and beta refer to two different 1st exons and A, B, C to the differentially spliced and extended C-termini. The short isoforms of NFATc1 (NF-ATc1/A) contain a relatively short C terminus whereas, the longer isoforms, B and C, span the extra C-terminal peptides of 128 and 246 aa, respectively. To analyze the specific biological effects of NFATc1 isoform, a yeast two hybrid screening of a human spleen cDNA library with extra C-terminal peptide of NFATc1 as a bait, was performed. At the end of the assay, the proteins involved in the sumoylation pathway such as Ubc9, PIAS1 were detected with highest frequencies and subsequently were were able to demonstrate that NFATc1 is sumoylated. The extent of sumoylation is isoform specific. While NFATc1/A, harboring only one sumoylation site, shows very weak sumoylation, the two additional sites within NFATc1/C lead to efficient sumoylation. This modification directs NFATc1/C into SUMO-1 bodies, which in turn colocalize with PML-nbs. Furthermore, sumoylated NFATc1/C recruits the transcriptional co-repressors HDAC (both class I as well as class II HDACs) which results in a significant decrease of the level of histone acetylation on the IL-2 promoter, an important NFATc1 target gene. As a consequence of this, a decrease of IL-2 production was observed, while NFATc1/C, which can no longer be sumoylated due to mutating the target lysines, exhibited dramatic elevated transcriptional potential on the IL2 promoter. This supports our finding from IL-2 promoter-driven reporter gene assay, which shows downregulation of NFATc1/C transactivation upon sumoylation. Hence, sumoylation exerts a negative effect on NFATc1 transcriptioanl activity. Immunofluorescence studies showed SUMO modification to relocate NFATc1/C also into transcriptionally inactive heterochromatin regions, demonstrated by H3K9 m3 (tri-methylated histone lysine 9) colocalization studies. Interestingly, in the absence of sumoylation, NFATc1 was partially colocalized with transcriptional hotspots in the nucleus, which might contribute to the higher transcription potentiality of the non-sumoylated NFATc1. It is important to note that, the transcriptional activity of other NFATc1 target genes (IL-13, IFN-gamma etc.) was positively upregulated upon sumoylation of NFATc1, suggesting a non-universal effect of sumoylation on NFATc1/C function. In conclusion, sumoylation directs NFATc1 into nuclear bodies where it interacts with transcriptional co-repressors and relocalize itself with heterochromatin, leading to repression of NFATc1/C-mediated transcription. Most importantly, the effect of NFATc1/C sumoylation is promoter specific. Taken together, SUMO modification alters the function of NFATc1 from an activator to a site-specific transcriptional repressor. This study unraveled a novel regulatory mechanism, which controls isoform specific NFATc1 function.
In this study, murine ES cells and DT40 B cells were used in parallel to disrupt the Nfatc1 gene and to study the function of individual 6 Nfatc1 isoforms, especially the function of highly inducible NFATc1/aA.We found that the short isoform NFATc1/aA protects DT40 B cells against apoptosis while the long isoform NFATc1/aC appears to enforce apoptosis. DNA microarray studies have shown that in NFATc1" DT40 B cells expressing ectopically human NFATc1/aA, the pkc-theta gene is several fold stronger expressed as in wild type cells. Our results of EMSA (Electrophoretic Mobility Shift Assays) and ChIP (chromatin immuno-precipitation) experiments demonstrated the binding of NFATc1/aA to the pkc-theta promoter in vitro and in vivo. NF-kappa B was also found to bind to the NFATc1 P1-promoter in vitro and in vivo. These data suggest and further prove that NF-kappa B contributes to the induction of the NFATc1 P1 promoter upon activation of T cells. So, NFATc1/aA and NF-kappa B were found to cross-talk in the transcriptional upregulation of their target genes, such as the IL-2 gene and the Nfatc1 gene itself, at multiple steps upon induction of apoptosis. While the pro-apoptotic mechanism of NFATc1s long isoform(s) remains unclear, its corresponding “death partners” are worth further studies. The elucidation of functional roles of NFATc1s short or long isoforms in the control of apoptosis of lymphocytes helps to understand apoptosis regulation, and thereby, the fate of lymphocytes.
In this thesis we have investigated the effect of NFAT (Nuclear Factor of Activated T Cell) transcription factors on the expression of Rag-(Recombination Activating Genes) genes in murine thymus. The protein products of Rag genes, RAG1 and RAG2, are critical for the recombination and generation of the TCR (T Cell Receptor) repertoire during thymocyte development, and their expression can be suppressed by the activity of NFAT factors. In thymus, the expression of Rag1 and Rag2 genes is induced at the double-negative (DN, CD4-8-) 3 stage, down-regulated at the DN4 stage, re-induced at the double-positive (DP, CD4+8+) stage, and suppressed again at the single-positive (SP, CD4+8- or CD4-8+) stage. Although it is known that TCR signaling suppresses the expression of Rag1 and Rag2 at the SP stage, the signals that mediate the Rag gene down-reulation remain elusive. Here we report that both the calcineurin-NFAT-signaling and MAPKinase signaling pathways, which are activated by TCR signaling during positive selection, mediate the Rag gene down-regulation in DP thymocytes. The calcineurin-NFAT pathway suppresses both the Rag1 and the Rag2 gene expression. This pathway has a stronger suppressive effect on the Rag1 than the Rag2 gene. A synergistic activity between the two NFAT factors NFATc2 and NFATc3 is essential for calcineurin-NFAT signaling to efficiently suppress the Rag gene expression in DP thymocytes. It is likely that the calcineurin-NFAT signaling down-regulates Rag gene expression by suppressing both the Rag anti-silencer element (ASE) activity and the Rag promoter activity. Similarly, MEK-ERK signaling of MAPK signaling pathway mediates the Rag gene suppression in DP thymocytes although the mechanism through which MEK-ERK mediates the Rag gene down-regulation has to be elucidated. In DN thymocytes, it appears that neither the calcineurin-NFAT signaling nor MAPK signaling is involved in the Rag gene down-regulation. However, a role for these two signaling pathways in the Rag gene up-regulation in DN thymocytes is not excluded. In DN thymocytes, pre-TCR signaling stimulates the expression both Nfatc1 and Nfatc2 genes but has no effect on Nfatc3 gene expression. In DN thymocytes, pre-TCR signaling activates Nfatc1α expression but not Nfatc1ß expression, i.e. the two promoters controling Nfatc1 gene xpression are differently controled by pre-TCR signals. Nfatc1α gene expression in DN thymocytes is mainly regulated by the MAPK signaling pathway because activation of Nfatc1α is mediated by MEK-ERK signaling but opposed by JNK signaling. Calcineuirn-NFAT and p38 signaling pathways are not involved in Nfatc1α promoter regulation in DN thymocytes. In DP thymocytes, TCR signaling up-regulates Nfatc1 and Nfatc2 expression but down-regulates Nfatc3 expression. In DP thymocytes, TCR signaling activates Nfatc1α expression. The activation of Nfatc1α in DP thymocytes is mediated by NFATc1, but not or to a less degree by NFATc2 and NFATc3. MEK-ERK, JNK, and p38 signaling pathways are involved in Nfatc1α gene activation in DP thymocytes, probably by activating NFAT trans-activation activity. All these findings illustrate that in thymocytes the expression of NFAT transcription factors – which are essential for thymic development - is controled at multiple levels.
The Nuclear Factors of Activated T cells (NFATs) are critical transcription factors that direct gene expression in immune and non-immune cells. Interaction of T cells with Ag-presenting cells results in the clustering of T-cell antigen receptor (TCR), co-receptors and integrins. Subsequent signal transduction resulting in NFAT activation leads to cytokine gene expression. Among the NFATs expressed in T cells, NFATc1 shows a unique induction property, which is essential for T cell differentiation and activation. It was revealed before that 3 major isoforms of NFATc1 are generated in activated T cells – the inducible short NFATc1/A, and the longer isoforms NFATc1/B and C. However, due to alternative splicing events and the existence of two different promoters and two alternative polyadenylation, we show here that 6 isoforms are synthesized in T cells which differ in their N-terminal and C-terminal peptides. In these experiments, we have identified these 6 isoforms by semi-quantitative long distance RT-PCR in several T cells subsets, and the inducible properties of 6 isoforms were investigated in those cells. The short NFATc1/A which is under control of the P1 promoter and the proximal pA1 polyadenylation site was the most prominent and inducible isoform in T effector cells. The transcription of the longer NFATc1/B and C isoforms is constitutive and even reduced in activated T lymphocytes. In addition to NFATc1 autoregulation, we tried to understand the NFATc1 gene regulation under the control of PKC pathways by microarray analysis. Compared to treatment of T cells with ionomycin alone (which enhances Ca++ flux), treatment of cells with the phorbolester TPA (leading to PKC activation) enhanced the induction of NFATc1. Microarray analysis revealed that PKC activation increased the transcription of NF-B1, Fos and JunB, which are important transcription factors binding to the regulatory regions of the NFATc1 gene. Besides the promoting effect of these transcription factors, we provided evidence that p53 and its targeting gene, Gadd45, exerted a negative effect on NFATc1 gene transcription. Summarizing all these results, we drew novel conclusions on NFATc1 expression, which provide a more detailed view on the regulatory mechanisms of NFATc1 transcription. Considering the high transcription and strong expression of NFATc1 in various human lymphomas, we propose that similar to NF-B, NFATc1/A plays a pivotal role in lymphomagenesis.
Clonality analysis in B-Cell Chronic Lymphocytic Leukemia (B-CLL) associated with Richter's syndrome
(2006)
B-cell chronic lymphocytic leukemia (B-CLL) comprises 90% of chronic lymphoid leukemias in Western countries and patients with B-CLL have a heterogeneous clinical course. Approximately 3-5% of B-CLL patients encounter transformation to an aggressive lymphoma, mainly diffuse large B-cell lymphoma (DLBCL) or Hodgkin’s lymphoma (HL) which has been defined as Richter’s syndrome and is associated with a poor clinical outcome. The mutational status of the immunoglobulin heavy chain variable region (IgVH) gene not only implies the developmental stage at which the neoplastic transformation occurs in a given B-cell lymphoma, but also constitutes an important prognostic factor in B-CLL, since B-CLL patients with unmutated IgVH genes usually have a poor clinical outcome. Sparse molecular analyses performed in Richter’s syndrome so far suggest that it can occur in B-CLL patients carrying mutated or unmutated IgVH genes, and tumor cells in DLBCL or HL can be clonally identical to the B-CLL clone or arise as an independent, secondary lymphoma. To determine the clonal relationship between DLBCL or Hodgkin/Reed-Sternberg (HRS) cells and pre-existing B-CLL cells in a larger series, to identify the IgVH gene usage and the mutational status and to explore possible prognostic factors in B-CLL undergoing Richter’s transformation, we utilized a PCR-based GeneScan approach with subsequent sequencing of the IgVH genes. In cases with HRS/HRS-like cells laser capture microdissection (LCM) was employed to isolate these cells. In addition, a thorough morphological and immunohistochemical analysis was performed. In total, specimens from 48 patients were investigated including 40 cases of Richter’s syndrome and additional 8 cases of B-CLL cases with the presence of CD30-positive HRS-like cells. Among 40 cases of Richter’s syndrome, 34 B-CLL cases showed transformation to DLBCL and 6 cases transformed from B-CLL to HL. Sequencing was performed in 23 paired B-CLL and DLBCL cases. In 18 cases, B-CLL and DLBCL were clonally identical, whereas DLBCL developed as a clonally independent neoplasm in 5 patients. Among the clonally related pairs, 11 out of 15 cases carried unmutated IgVH genes in both the B-CLL and DLBCL component, whereas 5 of 6 B-CLL cases that showed transformation to HL carried mutated IgVH genes. HRS cells in two samples and HRS-like cells in one sample were clonally distinct from the B-CLL clone and infected by EBV, whereas one sample of HRS-like cells was related to the clone from the surrounding B-CLL cells and did not express latent membrane protein-1 (LMP1). The VH genes VH3-23, VH3-74, VH1-2 and VH3-9 were overused in B-CLL cases that transformed to DLBCL, whereas VH4-34 and VH3-48 were used in over half of the B-CLL cases with transformation to HL. Immunohistochemical staining of ZAP70 was significantly associated with unmutated IgVH genes in B-CLL cases undergoing Richter’s transformation. Clinical follow-up data could be obtained from 24 patients. The median survival times of B-CLL patients with transformation to DLBCL or HL were 7 and 21 months, respectively. No significantly different survival times were found between clonally related or unrelated cases, or between IgVH-mutated or -unmutated cases. We conclude that in Richter’s transformation, DLBCL can evolve by clonal transformation of the pre-existing B-CLL clone or occur as an independent, clonally unrelated neoplasm. In the majority of cases (78% in our series), B-CLL and DLBCL are clonally identical. In a subset of patients, however, DLBCL develops as an independent secondary neoplasm that is not clonally related to the B-CLL. Clonal transformation into DLBCL predominantly occurs in B-CLL patients with unmutated IgVH genes, whereas most B-CLL patients that show transformation to HL or CD30-positive HRS-like cells carry mutated IgVH genes. The tendency that IgVH-unmutated B-CLL transforms to DLBCL and IgVH-mutated B-CLL transforms to HL implies different transformation pathways in the two subtypes of Richter’s syndrome. In addition, important pathogenetic differences are likely to exist between DLBCL cases derived from a pre-existing B-CLL as compared to de novo DLBCL cases, since de novo DLBCL is usually characterized by mutated IgVH genes. The biased usage of IgVH genes in the two subtypes of Richter’s syndrome suggests a possible role for antigen involvement in tumorigenesis also in B-CLL cases that undergo Richter’s transformation. Finally, EBV-association in the HL variant of Richter’s syndrome occurs more frequently in clonally unrelated secondary malignancies.
We examined the regulation of NFATc1 in different lymphomas and observed an inversed correlation between the methylation status and expression of NFATc1. Our data demonstrate that aberrant DNA methylation associated with chromatin remodeling within nfatc1 locus is a major mechanism for the repression of NFATc1 expression, suggesting that the DNA methylation-mediated transcriptional silencing of NFATc1 may be a critical event in the tumorogenesis of ALCLs and cHLs. Furthermore, the DNA methylation of human nfatc1 promoter region could be used as a novel biomarker of tumor progression. Our results indicate a close link between the loss of immunoreceptor signaling and NFATc1 expression in human lymphomas. For both ALCLs and cHLs, defects in immunoreceptor signaling have been described which result in a loss of receptor-mediated gene expression programs (Schwering et al., 2003; Bonzheim et al., 2004; Marafioti et al., 2004). In T cells, one indicator gene of these programs appears to be the nfatc1 gene whose expression is controlled by TCR signals (Chuvpilo et al., 2002a). In contrast, in T cells NFATc1 expression is unaffected by TCR signals, and NFATc2 was found to be expressed at normal levels in ALCLs and cHLs (L.K., unpubl. data). Moreover, the activity of NF-kappaB factors which can bind to certain NFAT binding sites and share a distantly-related DNA binding domain with NFATs is strongly elevated in cHL cells (Bargou et al., 1997; Hinz et al., 2001; Hinz et al., 2002) suggesting that NFATs and NF-kappaBs exert very different effects on generation and maintenance of Hodgkin’s lymhomas. However, it should be mentioned that in Burkitt’s and further B cell lymphomas in which NFATc1 proteins are strongly expressed and controlled by receptor signals (Kondo et al., 2003), they could exert a promoting function in tumor development. The genes of p53 family members p63 and p73 are prominent examples for mammalian genes whose products can act both as oncoproteins and tumor suppressor genes (Hibi et al., 2000; Stiewe and Putzer, 2002), and it is likely that more genes exist which encode both tumor suppressors and oncoproteins. It remains to be shown whether the nfatc1 gene is one of them.