Molecular characterization of subcutaneous panniculitis-like T-cell lymphoma reveals upregulation of immunosuppression- and autoimmunity-associated genes
Orphanet Journal of Rare Diseasesvolume 9, Article number: 160 (2014)
Subcutaneous panniculitis-like T cell lymphomas represent a rare and difficult to diagnose entity of cutaneous T cell lymphomas. SPTL affects predominantly young adults and presents with multifocal subcutaneous nodules and frequently associated autoimmune features. The pathogenesis of SPTL is not completely understood.
The aim of this study was to unravel molecular pathways critical to the SPTL pathogenesis. Therefore, we analyzed 23 skin samples from 20 newly diagnosed SPTL patients and relevant control samples of adipose and non-malignant panniculitis tissue by using gene expression microarray, quantitative PCR, and two-colour immunohistochemistry.
Interestingly, indoleamine 2,3-dioxygenase (IDO-1), an immunotolerance-inducing enzyme, was among the most highly overexpressed genes in all comparisons. The expression of Th1-specific cytokines, known to be associated with autoimmune inflammation (i.e. IFNG, CXCR3, CXCL9, CXCL10, CXCL11, and CCL5), were also significantly increased. Confirmed using immunohistochemistry, the morphologically malignant lymphocytes expressed CXCR3 and CXCL9. IDO-1 expression was found both in some morphologically malignant lymphocytes rimming the adipocytes and in surrounding CD11c− CD68− cells but not in CD11c+ dendritic cells in the microenvironment. The proportion of FoxP3+ cells in SPTL exceeded that in the benign panniculitis samples.
Our results indicate that the up regulation of the tolerogenic IDO-1 together with the up regulation of IFNG, CXCR3 ligands, and CCL5 are features of SPTL lesions. We anticipate that the IFNG-inducible IDO-1 expression contributes to the formation of an immunosuppressive microenvironment, favorable for the malignant T cells. This study provides a relevant molecular basis for further studies exploring novel therapeutic means for subcutaneous T cell lymphoma.
Subcutaneous panniculitis–like T-cell lymphoma (SPTL, ORPHA86884) represents a rare entity of T-cell lymphomas. The pathomechanism of SPTL is not known but mostly SPTL has a favourable prognosis and it responds to non-aggressive (immunosuppressive) therapy. The most recent WHO-EORTC classification, together with the EORTC Cutaneous Lymphoma Group Report, confine SPTL to subcutaneous lymphomas with an α/β T-cell phenotype and neoplastic T-cells expressing CD3, CD8 and cytotoxic proteins (GZMB, TIA-1, perforin) .
In a recent joint study by the EORTC Cutaneous Lymphoma Group , the main clinical, histopathological, and prognostic features of SPTL were defined in a long-term collection of 83 European SPTL cases. The clinical characteristics of SPTL include multifocal, nodular skin lesions or deeply seated plaques involving the legs, arms, and trunk, and less commonly the face. Ulcerations are uncommon. B-symptoms (fever, weight loss) or laboratory abnormalities are encountered in about half of the cases. The most common laboratory abnormalities include various cytopenias and elevated liver function tests. Autoimmune diseases are common among SPTL patients ,, as 20% of the patients in the European cohort had an associated autoimmune disorder, most commonly systemic lupus erythematosus (SLE) and some cases were first misdiagnosed as lupus panniculitis (lupus profundus) . Histologically, SPTL is characterized by lobular panniculitis with a subcutaneous atypical lymphocyte proliferation rimming the adipocytes. The characteristic immunophenotype of the neoplastic cells is CD3+, CD4-, CD8+, CD30-, and CD56-. Cytotoxic proteins (TIA-1, GZMB, perforin) are usually strongly expressed. The prognosis of SPTL is favourable, with a 5-year survival of 91% (82% if hemophagocytic syndrome is present).
No previous studies on the pathomechanism of SPTL exist, possibly due to the fact that the incidence of SPTL is 0.9% of all CTCLs  and therefore it is extremely difficult to gain access to fresh subcutaneous fat tissue biopsies prior to treatment in these rare but young patients. We now report on the gene expression profile of fresh, untreated, and dissected SPTL skin lesions with Human Exon 1.0 microarray, and subsequent confirmatory quantitative RT-PCR, and immunohistological results on the cellular origin of the deregulated genes. For the first time, the molecular signature characteristic of inflammation in SPTL is revealed.
Altogether, the study included 20 SPTL patients from three different European nations (Table 1), of whom four pre-treatment skin samples were analyzed by gene expression microarray, five samples by quantitative RT-PCR, and 23 samples by immunohistochemistry (IHC). Of one of the patients included in the array analysis, also an affected inguinal lymph node was biopsied and available for immunohistochemistry. Additionally, three Finnish SPTL patients were followed during treatment with oral prednisolone and low-dose methotrexate (Table 1) and altogether, a set of eight follow-up skin samples were obtained and analysed with the microarray. The demographic details of the patients are given in Table 1 and clinical presentation of lesions in Figure 1.
For the microarray analysis, fresh subcutaneous tissue samples were successfully obtained from four patients with newly diagnosed SPTL (cases 1–4, Table 1). The first samples were taken at the time of diagnosis, before any treatment (pre-treatment), together with a sample for TCR (T-cell receptor) rearrangement analysis (http://www.hus.fi/sairaanhoito/laboratoriot/Sivut/default.aspx). The follow-up samples were first obtained three to six months after the start of systemic treatment (treatment1) and second follow-up samples six to 12 months after the initiation of the therapy (treatment2) when a complete clinical response was reached (biopsy from the region of pre-existing lesions). In addition, one treatment1 sample was obtained from a patient (case 5, Table 1) with no matching pre-treatment or treatment2 sample. The control RNA for microarray studies consisted of two samples from normal subcutaneous fat tissue (FAT1 and −2, derived from patients undergoing dermatologic surgery) and two cases of non-malignant panniculitis, erythema nodosum (EN1 and −2). The study was approved by the Medical Ethical Review Board of Helsinki University Central Hospital.
For the confirmatory immunohistological studies six cases of lupus erythematosus profundus (LEP, i.e. lupus panniculitis), and 13 cases of EN were included. All LEP controls were female (mean age 38.3 years) and two (=33%) of them had a pre-existing collagenosis with immunosuppressive therapy (steroids and hydroxychloroquine). Eleven of 13 (85%) EN cases were female (mean age 37.9 years). In seven (54%) cases the etiology of EN was an infection (Yersinia in 67% of them), in two (15%) EN was the first symptom of a systemic disease (colitis ulcerosa and sarcoidosis), and in four, the etiology remained uncertain regardless of thorough examinations. All of the samples were taken prior to immunosuppressive treatment (except for the two LEP cases with a pre-existing collagenosis).
The fresh, skin biopsies were immediately immersed in RNALater™ (RNA Stabilization Reagent, Qiagen, Valencia, CA) and stored at −20/70°C. The subcutis and the deeper dermis of the skin biopsy were dissected for the RNA isolation, which was performed with RNeasy Mini Kit/RNeasy Lipid Tissue Mini Kit (Qiagen) according to manufacturers’ instructions. In SPTL samples, the amount of malignant T-cells was over 50% of the mononuclear cell infiltrate, based on cytomorphology in histopathological analysis.
Hybridization to affymetrix exon array
The RNA used was intact and of high quality (RIN 8.0-10), as confirmed with Agilent 2100 Bioanalyzer at the Biomedicum Helsinki Functional Genomics Unit (FuGU, http://www.helsinki.fi/fugu/). The gene expression arrays (Human Exon 1.0ST, Affymetrix) were performed at FuGU according to manufacturer’s instructions. Microarray data are available in the ArrayExpress database [www.ebi.ac.uk/arrayexpress] under accession number E-MTAB-910. (Username: Reviewer_E-MTAB-910, Password: wiknooqq, Experiment E-MTAB-910).
Analysis of the microarray data
Data from microarrays were pre-processed using background correction and quantile normalization . For each gene, probe set intensities were summarized to obtain a single expression value. Differential expression analysis was done for the following comparisons: (1) pre-treatment SPTL (n = 4) vs. normal subcutaneous fat tissue (n = 2), (2) pre-treatment SPTL (n = 4) vs. EN (n = 2), and (3) pre-treatment SPTL (n = 4) vs. combined controls (aforementioned normal subcutaneous fat tissue and EN; n = 4). In each comparison, genes with median fold change (FC) >4 (<0.25) and p-value of t-test <0.05 were considered as differentially expressed. Data analysis was done using the Anduril bioinformatics framework . Due to the small number of samples available for this rare disease, false discovery correction for p-values was not used. Rather, the key findings were confirmed with qRT-PCR and immunohistochemistry.
Relative quantification of gene expression
We confirmed the expression of three relevant genes, CXCR3, IDO-1, and IFNG by quantitative RT-PCR. The SPTL RNA samples (n = 5) were extracted either from fresh RNA later stabilized skin tissues (cases 2–3 in Table 1 used also in the arrays) or from formalin-fixed-paraffin-embedded (FFPE) skin tissues (cases 1, 5–6 in Table 1, NucleoSpin FFPE RNA 740969.10 Macherey-Nagel GmbH, Germany) according to manufacturer’s instructions. Three EN RNA samples were used in qRT-PCR as reference tissue. Two samples were the same used in the arrays (EN1 and EN2) and the third was extracted from the FFPE sample. The reverse transcription into cDNA was performed using SuperScript® VILO cDNA Synthesis kit (11754–050, Invitrogen). We used the following Taqman Assays (IDO-1; Hs00984148_m1, 66 bp n = 5, IFNG; Hs00989291_m1, 73 bp n = 4, CXCR3; Hs00171041_m1, 111 bp n = 4) and iQ Supermix (170–8860, Bio-Rad) and LightCycler 1.5 System (Roche) for the amplifications. The size and the purity of the amplicons were checked with agarose gel electrophoresis (2,5% SeaKem® LE agarose, Rockland, ME USA 1xTBE). The relative expression levels were normalized to reference gene GAPDH (Taqman assay 4310884E, 118 bp) and further compared to expression levels in reference tissue, erythema nodosum according to 2-∆∆CP-method .
Immunohistochemistry and confocal microscopy
As part of routine diagnostics at the Dermatopathology laboratory of Helsinki University Central Hospital, all tissue samples were immunostained for the following markers (manufacturer and dilutions given in parenthesis): CD3 (Novocastra, New Castle, UK; 1:100), CD4 (Novocastra; 1:150), CD5 (Novocastra; 1:25), CD7 (Novocastra; 1:100), CD8 (Novocastra; 1:25), CD30 (Dako, Glostrup, Denmark; 1:25), CD56 (Zymed, South San Fransisco, CA, USA; 1:50), GZMB (Monosan, Uden, The Netherlands; 1:100), TIA1 (Biocare, Birmingham, UK; 1:200), Ki-67 (MIB-I antibody, Dako, Glostrup, Denmark; 1:50), and TCR alpha/beta (GeneTex, TX, USA; 1:100) according to the manufacturers’ instructions, and visualized with DakoEnvision (Glostrup, Denmark).
Additionally, immunohistochemical (IHC) detection of the following proteins CXCL9 (Abcam, Cambridge, UK; 1:500), IL2RB (Abcam, 1:200), IDO-1 (Chemicon International Inc. USA; 1:100, clone MAB5412), FoxP3 (SpringBioscience; 1:50 clone SP97), and CXCR3 (Abcam, 1:500), was performed according to the manufacturers’ instructions and ImmPRESS Universal Antibody (anti-mouse Ig/anti-rabbit Ig, peroxidase) Polymer Detection Kit (Vector Laboratories, Burlingame, California) and NovaRED (Vector Laboratories, Burlingame, CA) or AEC (Abcam) chromogens. Furthermore, double IHC stainings were performed for CD8 (1:100)/IDO-1 (1:100), and also for CD68 (Spring Bioscience, Pleasanton, CA, USA, 1:200)/IDO-1 (1:100) according to the manufacturers’ instructions and using Vector Elite PK-6101 Rabbit IgG (Vector Laboraties)/Permanent HRP Green Kit KDB10049 (Nordic BioSite AB, Täby, Sweden) and VECTASTAIN AP Mouse IgG Kit(Vector Laboratories, AK-5002)/Permanent AP-Red Kit, BCB20041 (Biosite), respectively. Double IHC staining for CD8/CXCR3 was performed using MACH2 Double Stain 2 Mouse-HRP + Rabbit-AP Polymer Detection Kit (cat.nro 901-MRCT525-021709, Biocare Medical, Concord California) with BCIP/NBT and AEC as chromogens, respectively. Moreover, double immunofluorescence (IF) staining for CD11c (Bio SB, Santa Barbara, CA, 1:50)/IDO-1(1:100) was performed according to the manufacturers’ instructions and using AlexaFluor-594 anti-rabbit antibody (red, Abcam, 1:1000) and AlexaFluor-488 anti-mouse antibody (green, Abcam 1:1000), respectively. Immunofluorescence stainings were analyzed and photographed using Leica Confocal Microscopy (Leica Microsystems). The IHC detection was carried out on the total of 42 FFPE tissue samples, obtained from 20 SPTL patients (23 samples), six cases with LEP and 13 cases of EN. For each IHC, several technical controls were included for both positive and negative reactions. The positive staining result was graded as follows: − indicates <10%, +10-25%, ++ 25-50%, and +++ over 50% of the lymphocytes expressed the given marker.
SPTL skin samples demonstrate up regulation of IDO-1and Th1 type cytokines
We first compared SPTL skin samples to normal subcutaneous fat tissue to exclude the effect of normal fat gene expression. We identified altogether 968 genes differentially expressed in untreated/pre-treatment SPTL skin samples, out of which 589 were up regulated and 379 were down regulated. The three most strikingly overexpressed genes in the SPTL lesions were chemokine (C-X-C motif) ligand 10 (CXCL10; fold change: 171), guanylate binding protein 5 (GBP5; FC: 78), and indoleamine 2,3-dioxygenase (IDO-1; FC: 71). Likewise, the expression levels of CXCL11 (FC: 41) and CXCR3 (FC: 10), were elevated. Moreover, interleukin 2 receptor β (IL2RB; FC: 46), chemokine (C-C motif) ligand 5 (CCL5 = RANTES; FC 35), and interferon gamma (IFNG; FC 17) were highly expressed. The data also shows the overexpression of perforin 1 (PRF1; FC 33), different granzymes (e.g. GZMA; FC 25, GZMB; FC 23), and members of the SLAM family (SLAMF1; FC 6, SLAMF6; FC 36, SLAMF7; FC 29, and SLAMF8; FC 23). Interestingly, of the TRIM family genes (TRIM59; FC 10 and TRIM14; FC 6) were upregulated in this comparison (Table 2).
We then compared the pre-treatment SPTL samples with in silico “combined controls” of normal subcutaneous fat tissue and non-malignant panniculitis, erythema nodosum (EN) samples, i.e. the median values yielded by the latter two groups. A visualization of 290 genes that are overexpressed between SPTL samples and combined controls is presented as a heatmap (Figure 2a). In this comparison, the aforementioned genes stayed overexpressed, but to a slightly weaker extent (Table 2). Three most overexpressed genes were IGJ, IDO-1, and CXCL10 (Table 2). To note, the overexpression of CXCL9 (FC 20) was seen only in this combined comparison (Table 2). Furthermore, the 99 genes that are annotated with the Gene Ontology term “Defence response” are visualized in a heatmap as well (Figure 2b).
When comparing SPTL samples against inflammatory EN samples only, six genes (PRF1, KLRD1, IGJ, KIR2DS4, GZMB, and IDO-1) showed the highest expression and appeared equally overexpressed by 20-fold. Also, IFNG, IL2RB, and CXCR3 stayed overexpressed but to a slightly weaker tendency as observed earlier (Table 2). Of the CXCR3 ligands, only CXCL11 reached significant overexpression in this comparison (Table 2). This would suggest some similarity between SPTL and EN regarding the CXCR3 pathway involved in the development of autoimmune diseases (reviewed by ).
Consistent with previous findings, the expression of GZMB gene encoding the cytotoxic protein GZMB, used in the routine diagnostics of SPTL, was constantly approximately 20-fold overexpressed in all comparisons. Likewise, Fas ligand (FASLG, TNF superfamily, member 6) was equally overexpressed by 5-fold in all comparisons. In addition, up regulation of RASGRP1, a nucleotide exchange factor specifically activating Ras, was observed in SPTL samples (FC 21, FC 8, and FC 4). From the NK gene family, only NKG7 (natural killer cell group 7 sequence) was overexpressed by 23-, 18-, and 14-fold, respectively. Other up regulated genes in this comparison remained in line with the other comparisons. Of the down regulated genes, several T-box transcription factors (TBX18, TBX15) were represented. Among the miRNA family (hsa-miR-199a-2, hsa-miR-410, hsa-miR-487-b, and hsa-miR-3665) were down regulated by 5-10-fold, respectively. On the other hand, miR-219-1 was overexpressed (FC 4). The list of discussed, deregulated genes is summarized in Table 2.
In the set of the additional follow-up samples, obtained during the systemic therapy with prednisolone and low-dose methotrexate, a clear transition towards normalization of the most relevant genes, like IDO-1, was observed as early signs of response at the time when the malignant T cell population was still clearly detectable histologically (Additional file 1: Figure S1).
Relative quantification of gene expression
The expression levels of three selected deregulated genes, CXCR3, IDO-1, and IFNG were confirmed by quantitative RT-PCR from five cases and normalized to reference gene, GAPDH. The relative mRNA expression levels were then compared with the levels in reference tissue (erythema nodosum, EN) and results were presented as fold changes. IDO-1 mRNA showed overexpression by 30-350-fold in all SPTL samples compared with EN (Figure 3). The cytokine receptor CXCR3 showed overexpression by 10-50-fold and IFNG by 50-150-fold compared to EN. We did not detect any CXCR3 or IFNG expression in case 5, although the GAPDH levels were similar to other samples. Overall, the quantitative analysis not only confirmed the expression of IDO-1 and CXCR3 but also revealed even higher fold changes than the microarray analyses.
Immunohistochemistry designates the cellular origin of the deregulated gene products
To further confirm the cellular origin of the deregulated gene products, we performed IHC of selected gene products in an extended series of patient and control tissue samples. IDO-1 was seen intensively expressed both in some morphologically malignant T-cells rimming the fat cells (Table 3, Figures 4b and 5c) as well as in nearby CD8−CD68−CD11c− cells (Figures 5a,c,f) ,, when using double immunofluorescence. Surprisingly, IDO-1 expression was not detected in CD11c + dendritic cells with confocal microscopy performed on double-IF stained sections (Figures 5f-h). We also searched for FoxP3-positive regulatory T-cells (Tregs), since IDO-1 has been reported to increase the proportion of Tregs in the tumor infiltrate . Approximately 25-50% of the inflammatory lymphocytes were FoxP3-positive in SPTL samples (Figure 4f) with abundant expression of IDO-1 (Table 3). FoxP3+ lymphocytes were found also within the inflammatory infiltrates of EN and LEP, both with no IDO-1 expression, but at a considerably lower frequency (Table 3).
CXCL9 and CXCR3 were chosen as markers for CXCR3 pathway. CXCR3 protein was expressed almost exclusively in the malignant lymphocyte infiltrates of the SPTL samples (Table 3, Figures 4c,e, 5b). The non-malignant inflammatory infiltrates of LEP and EN control samples expressed CXCR3 protein, too, but to a varying extent. (Table 3, Figure 4d). CXCL9 was abundantly expressed in the malignant cells of 15 SPTL samples (Figure 4a, Table 3) while notably less so in all LEP and EN samples (Table 3). By double immunostaining of SPTL samples for CD8 and CXCR3, we confirmed that the malignant lymphocytes, typically rimming the adipocytes, mostly co-expressed both markers (Figures 4c and 5b). In LEP, the CXCR3 and CD8 were not co-expressed by the same cells (Figure 4d).
Interestingly, we could also examine the biopsies of affected lymph nodes of one of the SPTL patients (case 4, Table 1). An intense malignant T-cell infiltration, rimming the fat cells in the adipose tissue surrounding the nodes, was found. The pattern of IDO-1 and CXCR3 expression was similar to that seen in the cutaneous SPTL lesions (Figure 5d-e), as well as FoxP3 expression (data not shown). To conclude, markers of CXCR3 pathway, typically involved in autoimmune diseases, were expressed both in SPTL and in control (LEP and EN) cases, but in SPTL, the main source of CXCL9 and CXCR3-positive cells was the malignant, CD8+ lymphocyte infiltrate (Table 3).
This is the first study to explore the gene expression signatures relevant for the pathogenesis of SPTL. Obtaining fresh, lesional tissue samples of this rare lymphoma has been challenging and therefore, the findings were validated in a larger archival material of 23 SPTL samples, with several confirmatory methods and comparisons such as qRT-PCR and/or single and combined IHC.
The most important and novel finding is that SPTL lesions are characterized by high expression of the immunosuppressive protein IDO-1 (Indoleamine 2,3-dioxygenase), both by the morphologically malignant T cells in addition to CD11c-CD68- double negative cells in the microenvironment. This result is supported by the high levels of various inflammatory cytokines shown here, e.g. IFNG, which is also known to induce the expression of IDO-1. Furthermore, IDO-1 is an essential enzyme in tryptophan catabolism, along the kynurenin pathway . IDO has been identified as a key regulator of tumor immune evasion. IDO-1 has been shown to protect tumors from an attack by tumor-associated, antigen-specific host cytotoxic T cells . Increased IDO expression and activity has been reported in many malignant diseases, including hematological malignancies , but never earlier in SPTL. The expression of IDO-1 also seems to decrease the infiltration of immune cells in the tumor and increase the proportion of regulatory T lymphocytes (Tregs) in the infiltrate . We found the expression of FoxP3+ Tregs to associate with the IDO-1 expression in SPTL.
The relationship between IDO-1-expressing tumors and T lymphocytes is, however, complex as IFNG is a major inducer of IDO-1 ,. IFNG is a soluble cytokine, predominantly produced by the NK cells with antiviral, immunoregulatory, and anti-tumor properties. Its aberrant expression is associated with several autoimmune diseases . In our series, IFNG was 17-fold up regulated in SPTL samples, and its expression lowered to 4.5-fold as a consequence of ongoing therapy (Additional file 1: Figure S1). IFNG has been shown to act in a feedback fashion to induce IDO-1′s enzymatic function. This then creates an immunosuppressive microenvironment, through the immunosuppressive kynurenin metabolites, leading to T cell anergy towards the transformed tumor cells ,, reviewed in ,.
We also found a distinct expression pattern intensifying a Th1 type response through high expression of CXCR3 and CCR5, the Th1 receptors, and their ligands (CXCL9, CXCL10, CXCL11, CCL5, and CCL4) in SPTL. CXCR3 is expressed on several immune cells, mainly on natural killer cells and activated T helper cells polarized into Th1 direction but also on subset(s) of circulating human Tregs . The CXCR3 ligands CXCL9, CXCL10, and CXCL11 are members of the CXC chemokine family, not constitutively expressed but also up regulated by e.g. IFNG in a proinflammatory cytokine milieu. They are expressed by T lymphocytes (CD3, CD4, and CD8 populations), and moreover, CXCL9 and CXCL10 are chemo attractants for CD4+ and CD8+ T effector cells . In cutaneous LE, CXCR3 is expressed by a majority of the infiltrating T cells, and the three CXCR3-activating chemokines are produced locally . The role of CXCR3 pathway has been proven central in the development of many autoimmune diseases, such as rheumatoid arthritis, SLE and autoimmune thyroid diseases ,, reviewed by . In this study, although CXCL9 and CXCR3 were expressed – to a varying degree – also in the inflammatory dermatoses LEP and EN, they were mostly expressed by the malignant lymphocytes in SPTL as shown by immunohistochemistry. With double IHC we further showed that the CD8+- malignant cells rimming the adipocytes also expressed CXCR3.
IFNG overexpression has been reported in cutaneous LE subtypes  and other autoimmune diseases (reviewed in ). It is thus not surprising that IFNG- induced IDO-1 has also been shown to drive autoimmunity . Even a specific IDO-1 gene SNP associates with autoimmune systemic sclerosis . Thus, taken together, the above discussed gene activation observed in this study strongly suggests an autoimmune background for SPTL.
Our data also revealed other interesting genes to be overexpressed in SPTL and related to autoimmunity. The second most up regulated gene was GBP5 which is known to promote NLRP3 inflammasome assembly and immunity in mammals . RASGRP1, is a nucleotide exchange factor specifically activating the Ras pathway. It regulates the threshold of T cell activation and antigen induced expansion and controls the initiation and duration of CD8 T cell immune responses but also activates NK cell effector functions . Additionally, up regulation of CCL5 (known as RANTES), a chemokine mediating the trafficking and homing of T cells , in the SPTL samples refers to a Th1 type inflammatory response . Other genes, favoring Th1 type autoimmunity, like NKG7 ,, IL32 , IL18 , CCR1 , and CCR5  were also overexpressed in SPTL based on this array data. Interestingly, in the set of follow-up samples, obtained during the systemic therapy with prednisolone and low-dose methotrexate, the gene expression profile of the most relevant genes, like IDO-1, clearly normalized along the diminished malignant T cell population in the tissue.
It was recently shown in a humanized mouse model that IDO-expressing humanized mesenchymal stem cells (MSC-IDO) were capable of suppressing T-lymphocyte proliferation and promoting tumor growth in melanoma and lymphoma tumor models . Importantly, this effect was reversed by the IDO inhibitor 1-methyl-tryptophan. Thus, our finding of significantly elevated IDO-1 expression in SPTL compared to EN and LEP, is essentially important and of clinical relevance since novel specific IDO inhibitors  are already in early clinical testing.
Our findings indicate that an autoimmune type of inflammation is likely to underlie the development of SPTL and thus corroborate previous speculations on eventual overlap between SPTL and lupus erythematosus ,,. We hypothesize that some – as yet unknown - triggering factor induces an autoinflammatory reaction with the up regulation of IFNG, CXCR3, and CCL5. This in turn, leads to the up regulation of IFNG-inducible IDO-1, which is known to induce an immunosuppressive microenvironment, allowing malignant cells to escape of immunological control. This is the first study on gene and protein signature in SPTL and it provides a relevant molecular basis for further studies in defining novel targets for future therapeutic efforts.
Availability of the supporting data
Microarray data are available in the ArrayExpress database [www.ebi.ac.uk/arrayexpress] under accession number E-MTAB-910 (see Methods for more details).
Subcutaneous panniculitis-like T cell lymphoma
Systemic lupus erythematosus
Lupus erythematosus panniculitis
T cell rearrangement
Antigen presenting cell
Small nucleotide polymorphism
Willemze R, Jansen PM, Cerroni L, Berti E, Santucci M, Assaf C, Canninga-van Dijk MR, Carlotti A, Geerts ML, Hahtola S, Hummel M, Jeskanen L, Kempf W, Massone C, Ortiz-Romero PL, Paulli M, Petrella T, Ranki A, Peralto JL, Robson A, Senff NJ, Vermeer MH, Wechsler J, Whittaker S, Meijer CJ, EORTC Cutaneous Lymphoma Group: Subcutaneous panniculitis-like T-cell lymphoma: definition, classification, and prognostic factors: an EORTC Cutaneous Lymphoma Group Study of 83 cases. Blood. 2008, 111 (2): 838-845. 10.1182/blood-2007-04-087288.
Yokota K, Akiyama Y, Adachi D, Shindo Y, Yoshida Y, Miyoshi F, Arai E, Kuramochi A, Tsuchida T, Mimura T: Subcutaneous panniculitis-like T-cell lymphoma accompanied by Sjogren’s syndrome. Scand J Rheumatol. 2009, 38 (6): 494-495. 10.3109/03009740903173355.
Pincus LB, LeBoit PE, McCalmont TH, Ricci R, Buzio C, Fox LP, Oliver F, Cerroni L: Subcutaneous panniculitis-like T-cell lymphoma with overlapping clinicopathologic features of lupus erythematosus: coexistence of 2 entities?. Am J Dermatopathol. 2009, 31 (6): 520-526. 10.1097/DAD.0b013e3181a84f32.
Gallardo F, Pujol RM: Subcutaneous panniculitic-like T-cell lymphoma and other primary cutaneous lymphomas with prominent subcutaneous tissue involvement. Dermatol Clin. 2008, 26 (4): 529-540. 10.1016/j.det.2008.05.008. viii
Hahtola S, Burghart E, Jeskanen L, Karenko L, Abdel-Rahman WM, Polzer B, Kajanti M, Peltomaki P, Pettersson T, Klein CA, Ranki A: Clinicopathological characterization and genomic aberrations in subcutaneous panniculitis-like T-cell lymphoma. J Invest Dermatol. 2008, 128 (9): 2304-2309. 10.1038/jid.2008.6.
Bader-Meunier B, Fraitag S, Janssen C, Brochard K, Lamant L, Wouters C, Bodemer C: Clonal cytophagic histiocytic panniculitis in children may be cured by cyclosporine A. Pediatrics. 2013, 132 (2): 545-549. 10.1542/peds.2012-3256.
Mehta N, Wayne AS, Kim YH, Hale GA, Alvarado CS, Myskowski P, Jaffe ES, Busam KJ, Pulitzer M, Zwerner J, Horwitz S: Bexarotene Is Active Against Subcutaneous Panniculitis-Like T-Cell Lymphoma in Adult and Pediatric Populations. Clin Lymphoma Myeloma Leuk. 2012, 12 (1): 20-25. 10.1016/j.clml.2011.06.016.
Chen P, Lepikhova T, Hu Y, Monni O, Hautaniemi S: Comprehensive exon array data processing method for quantitative analysis of alternative spliced variants. Nucleic Acids Res. 2011, 39 (18): e123-10.1093/nar/gkr513.
Ovaska K, Laakso M, Haapa-Paananen S, Louhimo R, Chen P, Aittomaki V, Valo E, Nunez-Fontarnau J, Rantanen V, Karinen S, Nousiainen K, Lahesmaa-Korpinen AM, Miettinen M, Saarinen L, Kohonen P, Wu J, Westermarck J, Hautaniemi S: Large-scale data integration framework provides a comprehensive view on glioblastoma multiforme. Genome Med. 2010, 2 (9): 65-10.1186/gm186.
Pfaffl MW: A new mathematical model for relative quantification in real-time RT-PCR. Nucleic Acids Res. 2001, 29 (9): e45-10.1093/nar/29.9.e45.
Lacotte S, Brun S, Muller S, Dumortier H: CXCR3, inflammation, and autoimmune diseases. Ann N Y Acad Sci. 2009, 1173: 310-317. 10.1111/j.1749-6632.2009.04813.x.
Johnson TS, Munn DH: Host indoleamine 2,3-dioxygenase: contribution to systemic acquired tumor tolerance. Immunol Invest. 2012, 41 (6–7): 765-797. 10.3109/08820139.2012.689405.
Wang Y, Yang BH, Li H, Cao S, Ren XB, Yu JP: IDO+ DCs and Signalling Pathways. Curr Cancer Drug Targets. 2013, 13 (3): 278-88. 10.2174/15680096113139990073.
Godin-Ethier J, Hanafi LA, Piccirillo CA, Lapointe R: Indoleamine 2,3-dioxygenase expression in human cancers: clinical and immunologic perspectives. Clin Cancer Res. 2011, 17 (22): 6985-6991. 10.1158/1078-0432.CCR-11-1331.
Takikawa O, Yoshida R, Kido R, Hayaishi O: Tryptophan degradation in mice initiated by indoleamine 2,3-dioxygenase. J Biol Chem. 1986, 261 (8): 3648-3653.
Uyttenhove C, Pilotte L, Theate I, Stroobant V, Colau D, Parmentier N, Boon T, Van den Eynde BJ: Evidence for a tumoral immune resistance mechanism based on tryptophan degradation by indoleamine 2,3-dioxygenase. Nat Med. 2003, 9 (10): 1269-1274. 10.1038/nm934.
Grohmann U, Fallarino F, Puccetti P: Tolerance, DCs and tryptophan: much ado about IDO. Trends Immunol. 2003, 24 (5): 242-248. 10.1016/S1471-4906(03)00072-3.
Hwu P, Du MX, Lapointe R, Do M, Taylor MW, Young HA: Indoleamine 2,3-dioxygenase production by human dendritic cells results in the inhibition of T cell proliferation. J Immunol. 2000, 164 (7): 3596-3599. 10.4049/jimmunol.164.7.3596.
Kunz M, Ibrahim SM: Cytokines and cytokine profiles in human autoimmune diseases and animal models of autoimmunity. Mediators Inflamm. 2009, 2009: 979258-10.1155/2009/979258.
Moffett JR, Namboodiri MA: Tryptophan and the immune response. Immunol Cell Biol. 2003, 81 (4): 247-265. 10.1046/j.1440-1711.2003.t01-1-01177.x.
Fallarino F, Puccetti P: Toll-like receptor 9-mediated induction of the immunosuppressive pathway of tryptophan catabolism. Eur J Immunol. 2006, 36 (1): 8-11. 10.1002/eji.200535667.
Platten M, Wick W, Van den Eynde BJ: Tryptophan catabolism in cancer: beyond IDO and tryptophan depletion. Cancer Res. 2012, 72 (21): 5435-5440. 10.1158/0008-5472.CAN-12-0569.
Hoerning A, Koss K, Datta D, Boneschansker L, Jones CN, Wong IY, Irimia D, Calzadilla K, Benitez F, Hoyer PF, Harmon WE, Briscoe DM: Subsets of human CD4(+) regulatory T cells express the peripheral homing receptor CXCR3. Eur J Immunol. 2011, 41 (8): 2291-2302. 10.1002/eji.201041095.
Flier J, Boorsma DM, van Beek PJ, Nieboer C, Stoof TJ, Willemze R, Tensen CP: Differential expression of CXCR3 targeting chemokines CXCL10, CXCL9, and CXCL11 in different types of skin inflammation. J Pathol. 2001, 194 (4): 398-405. 10.1002/1096-9896(200108)194:4<397::AID-PATH899>3.0.CO;2-S.
Ruth JH, Rottman JB, Katschke KJ, Qin S, Wu L, LaRosa G, Ponath P, Pope RM, Koch AE: Selective lymphocyte chemokine receptor expression in the rheumatoid joint. Arthritis Rheum. 2001, 44 (12): 2750-2760. 10.1002/1529-0131(200112)44:12<2750::AID-ART462>3.0.CO;2-C.
Rotondi M, Chiovato L: The Chemokine System as a Therapeutic Target in Autoimmune Thyroid Diseases: A Focus on the Interferon-gamma Inducible Chemokines and their Receptor. Curr Pharm Des. 2011, 17 (29): 3202-3216. 10.2174/138161211798157559.
Meller S, Winterberg F, Gilliet M, Muller A, Lauceviciute I, Rieker J, Neumann NJ, Kubitza R, Gombert M, Bunemann E, Wiesner U, Franken-Kunkel P, Kanzler H, Dieu-Nosjean MC, Amara A, Ruzicka T, Lehmann P, Zlotnik A, Homey B: Ultraviolet radiation-induced injury, chemokines, and leukocyte recruitment: An amplification cycle triggering cutaneous lupus erythematosus. Arthritis Rheum. 2005, 52 (5): 1504-1516. 10.1002/art.21034.
Schoenborn JR, Wilson CB: Regulation of interferon-gamma during innate and adaptive immune responses. Adv Immunol. 2007, 96: 41-101. 10.1016/S0065-2776(07)96002-2.
Scott GN, DuHadaway J, Pigott E, Ridge N, Prendergast GC, Muller AJ, Mandik-Nayak L: The immunoregulatory enzyme IDO paradoxically drives B cell-mediated autoimmunity. J Immunol. 2009, 182 (12): 7509-7517. 10.4049/jimmunol.0804328.
Tardito S, Negrini S, Conteduca G, Ferrera F, Parodi A, Battaglia F, Kalli F, Fenoglio D, Cutolo M, Filaci G: Indoleamine 2,3 dioxygenase gene polymorphisms correlate with CD8+ Treg impairment in systemic sclerosis. Hum Immunol. 2013, 74 (2): 166-169. 10.1016/j.humimm.2012.11.008.
Shenoy AR, Wellington DA, Kumar P, Kassa H, Booth CJ, Cresswell P, MacMicking JD: GBP5 promotes NLRP3 inflammasome assembly and immunity in mammals. Science. 2012, 336 (6080): 481-485. 10.1126/science.1217141.
Priatel JJ, Chen X, Huang YH, Chow MT, Zenewicz LA, Coughlin JJ, Shen H, Stone JC, Tan R, Teh HS: RasGRP1 regulates antigen-induced developmental programming by naive CD8 T cells. J Immunol. 2010, 184 (2): 666-676. 10.4049/jimmunol.0803521.
Appay V, Rowland-Jones SL: RANTES: a versatile and controversial chemokine. Trends Immunol. 2001, 22 (2): 83-87. 10.1016/S1471-4906(00)01812-3.
Lund R, Ahlfors H, Kainonen E, Lahesmaa AM, Dixon C, Lahesmaa R: Identification of genes involved in the initiation of human Th1 or Th2 cell commitment. Eur J Immunol. 2005, 35 (11): 3307-3319. 10.1002/eji.200526079.
Hahtola S, Tuomela S, Elo L, Hakkinen T, Karenko L, Nedoszytko B, Heikkila H, Saarialho-Kere U, Roszkiewicz J, Aittokallio T, Lahesmaa R, Ranki A: Th1 response and cytotoxicity genes are down-regulated in cutaneous T-cell lymphoma. Clin Cancer Res. 2006, 12 (16): 4812-4821. 10.1158/1078-0432.CCR-06-0532.
Fantini MC, Monteleone G, Macdonald TT: New players in the cytokine orchestra of inflammatory bowel disease. Inflamm Bowel Dis. 2007, 13 (11): 1419-1423. 10.1002/ibd.20212.
Carroll HP, Paunovic V, Gadina M: Signalling, inflammation and arthritis: Crossed signals: the role of interleukin-15 and −18 in autoimmunity. Rheumatology (Oxford). 2008, 47 (9): 1269-1277. 10.1093/rheumatology/ken257.
Colantonio L, Iellem A, Clissi B, Pardi R, Rogge L, Sinigaglia F, D'Ambrosio D: Upregulation of integrin alpha6/beta1 and chemokine receptor CCR1 by interleukin-12 promotes the migration of human type 1 helper T cells. Blood. 1999, 94 (9): 2981-2989.
Bonecchi R, Bianchi G, Bordignon PP, D'Ambrosio D, Lang R, Borsatti A, Sozzani S, Allavena P, Gray PA, Mantovani A, Sinigaglia F: Differential expression of chemokine receptors and chemotactic responsiveness of type 1 T helper cells (Th1s) and Th2s. J Exp Med. 1998, 187 (1): 129-134. 10.1084/jem.187.1.129.
Ling W, Zhang J, Yuan Z, Ren G, Zhang L, Chen X, Rabson AB, Roberts AI, Wang Y, Shi Y: Mesenchymal stem cells use IDO to regulate immunity in tumor microenvironment. Cancer Res. 2014, 74 (5): 1576-1587. 10.1158/0008-5472.CAN-13-1656.
Kuan WP, Tam LS, Wong CK, Ko FW, Li T, Zhu T, Li EK: CXCL 9 and CXCL 10 as Sensitive markers of disease activity in patients with rheumatoid arthritis. J Rheumatol. 2010, 37 (2): 257-264. 10.3899/jrheum.090769.
We are indebted to Mrs. Alli Tallqvist and Mrs. Kaija Järvinen for their skilful technical assistance. We thank Asla Ryynänen, CM, for summarizing and editing patient data. We are also deeply grateful for Dr. Harri Alenius for providing us with some Taqman reagents. We thank the Groupe d’Etude Français des Lymphomes Cutanés, Paris, France, for access to some patient samples and clinical data (provided by author SF).
The authors declare that they have no competing interests.
PM, SHah, and AR designed the study and drafted the manuscript. PM and KJ carried out the molecular studies, PM, KO, and SHau analysed the array data, participated in the sequence alignment and drafted the manuscript.
PM, SHah, LJ, and AR carried out and analysed the immunoassays. AR, DM, SF, LV, RS, SHah, and LJ were responsible for the patient recruitment and clinical sample material. All authors participated in writing the manuscript and have read and approved the final manuscript.