In this study, we investigated the transcriptional signature of cases of ATC associated with PTC component using Nanostring-based gene expression and miRNA global profiling. We observed that only 11 out of more than 700 immune-related genes were significantly de-regulated compared to the two carcinoma counterparts. This mild difference in gene expression profiles may reflect an intrinsic aggressiveness already owned by the papillary component, which is already committed to progression and loss of differentiation. However, the differentially expressed genes showed a similar profile in most cases, suggesting that their up- or downregulation represents a potential biologically meaningful feature. Moreover, the histopathological assessment of TILs did not significantly differ when comparing PTC and ATC components within the same tumor but was rather case-specific and was not directly correlated with immune-related gene signatures. Among the six upregulated genes in ATC components,
RIPK2 (receptor-interacting protein kinase 2) has been reported to be highly expressed in some cancer types, such as bladder urothelial, breast invasive, and thyroid carcinomas [
18‐
20].
RIPK2 not only plays an important role in inflammatory and immune diseases [
21] but is also involved in tumor invasion and metastasis [
22‐
24] and promotes immune cell infiltration, especially in thyroid carcinoma, renal clear cell carcinoma, and testicular germ cell tumor [
25]. Song et al. demonstrated that
RIPK2 was positively correlated with the expression of some immune checkpoint markers, such as PD-1, PD-L1, CTLA-4, and TIGIT, suggesting that
RIPK2 expression correlates with immune escape strategies [
20].
ITGA5 and
ITGB1 (αV and β1 integrins) mediate cell adhesion and promote survival, proliferation, and migration of tumor cells, thus contributing to tumor progression and metastasis [
26,
27]. Aberrant upregulation of integrin αVβ1 has been observed in several human malignancies, and it is closely correlated with a poor prognosis [
28].
CCL3L1 encodes for a pro-inflammatory chemokine, and in addition to being involved in the chemotaxis of immune cells, an upregulation of this molecule has been observed in association with PD-L1 expression in high-grade muscle-invasive urothelial carcinoma of the bladder, indicating a potential role of this in tumor immune tolerance and tumor progression [
29,
30].
PLAUR encodes for the urokinase plasminogen activator receptor (uPAR). Some data show that, in aggressive thyroid forms, there is a trend towards an increased expression of uPAR as compared to WDTC [
31]. Li C.W. et al. demonstrated that
PLAUR and three other immune-related genes (
PRKCQ,
PSMD2, and
BMP7) play an important role in the de-differentiation process in thyroid carcinomas [
32]. Accordingly, they observed an upregulation of
PLAUR in ATC compared to PTC. In addition, this molecule showed a positive correlation with the expression of PD-1, CTLA-4, TIGIT, LAG-3, and TIM-3, indicating its involvement in the immune exhaustion process in the tumor microenvironment.
TICAM2 encodes for an adaptor protein of TLR, in particular for TLR4. TICAM-2/TICAM-1 complex (MyD88-independent pathway) is necessary for the activation of TLR4 signaling, leading to the activation of NF-κB and interferon regulatory factor (IRFs) signaling, resulting in the regulation of innate and adaptive immune responses and inflammation [
33,
34]. In particular, dysregulation of TLR signaling is associated with an exacerbated production of pro-inflammatory cytokines involved in tumor progression, as described in several neoplastic processes [
35]. Overall, these data support the role of the above-mentioned genes in PTC as mediators favoring tumor progression to ATC. Regarding the downregulated genes in ATC, three of them, namely
PRKCD,
CYFIP2, and
BLNK, were described to have tumor suppressor activity [
36‐
38] and their downregulation is in line with the more aggressive behavior that characterizes an anaplastic cancer. The downregulation of
MAP3K1 in the ATC component was partially unexpected, since data in thyroid cancer show its role in promoting PTC formation [
39]. However, a tumor suppression role has also been postulated for
MAP3K1, at least in the breast cancer model [
40]. Finally,
EPCAM (epithelial cell-adhesion molecule) plays a role in proliferation, differentiation, and migration. Interestingly, ATC has a loss of the EpCAM extracellular domain and an increased accumulation of the intracellular domain in nuclear and cytoplasmic compartments. In contrast, PTC possesses only the EpCAM extracellular domain on the cell membrane. This may suggest a possible involvement of EpCAM in the progression from an indolent to an aggressive phenotype in thyroid carcinoma [
41,
42]. These data suggest the existence of different immunoregulatory mechanisms playing in the process of loss of differentiation in PTC, resulting in an enrichment of immune mediators in ATC. In line with the study by Giannini et al. [
13], the immune signature related to the macrophages score was the most significantly upregulated pathway in ATC compared to PTC samples. Cancer immunotherapy has proven to be an effective therapeutic option in some human carcinomas over the last decade [
43,
44]. The use of immune checkpoint inhibitors, such as anti-CTLA-4, anti-PD-1, and anti-PD-L1 antibodies, allows the reactivation of an adaptive anti-tumor immune reaction and opens the development and clinical validation of immunotherapy in thyroid cancer [
45]. Accordingly, in ATC, in addition to the current therapeutic options, which include surgery, radiotherapy, chemotherapy, and multi-kinase inhibitors, the use of immune checkpoint inhibitors has been explored in cases showing positive PD-L1 expression [
46‐
48]. In our series, no statistically significant difference in
CD274 gene expression between the anaplastic and papillary components was observed. However, using immunohistochemistry, we observed an increase in PD-L1 expression in most ATCs compared to the respective PTC components, a finding that was not significantly correlated with the presence of TILs. PD-L1 expression in ATC samples was also more frequent compared to PDTC. Based on the observation that, in the present series, PDTC samples generally had a downregulated profile of immune-related genes, we also checked whether PD-L1 status was interfering with the immune gene expression profiles between ATC and PDTC. Interestingly, PD-L1-negative PDTC and ATC showed a rather stable gene expression signature, whereas PD-L1-positive ATC cases had a significant upregulation of a higher number of genes compared to PD-L1-positive PDTC. The final aim of the study was to assess the differential expression of miRNA in ATC compared to PTC components and the possible interaction with immune-related gene signatures. We clearly showed that miRNA expression profiles were mostly histotype-specific rather than case-specific. However, our data reinforced a major role for the de-regulation of the MAPK pathway as a hallmark of tumor progression from PTC to ATC. In fact, a subset of miRNAs upregulated in ATC is specifically targeting
MAP3K1, which we found downregulated in PTC samples
. Moreover, the MAPK signaling pathway is the second most relevant pathway impaired by significantly de-regulated miRNAs in ATC samples.
In conclusion, we explored the immune-related gene expression profiles using NanoString Technology in a series of thyroid carcinomas with coexisting ATC and PTC components. Overall, our study revealed a subset of genes and pathways that are consistently impaired during PTC to ATC progression. However, further studies are needed to explore their functional mechanisms and to evaluate their role as potential biomarkers.