BACKGROUND AND PURPOSE:Idiopathic pulmonary fibrosis is a progressive lung disease with high clinical need. In this context, nintedanib significantly reduces acute exacerbation risk, however its comprehensive effect on fibrosis remains unclear. This study aims to evaluate nintedanib transcriptomic impact on lung fibrosis to uncover molecular signatures for new therapeutics. EXPERIMENTAL APPROACH:Lung fibrosis was induced by two intratracheal bleomycin administrations. Nintedanib was administered orally daily for 3 weeks. Histological and transcriptome data were obtained using automated fibrosis quantification, Ashcroft Score and RNA sequencing, respectively. Correlation network analysis (WGCNA) modules were identified and examined by cell and pathway enrichment analysis. Lipid peroxidation was tested using malondialdehyde. KEY RESULTS:Nintedanib reduced fibrotic lesions by ~15%, decreased severe Ashcroft scores,. WGCNA identified two clusters correlated with histological parameters, where nintedanib counter-regulates gene expression. One cluster was associated with mesenchymal cells (fibroblast and smooth muscle; -log p-val > 4.45), energy production, cellular metabolism and extracellular matrix-related pathways (-log q-val > 11). The second cluster, enriched predominantly in resident macrophages (-log p-val > 12.36), was related to lysosomal activity and lipid metabolism (-log q-val > 21). Nintedanib inhibited bleomycin elevated malondialdehyde levels. CONCLUSIONS AND IMPLICATIONS:The study highlighted two distinct protective effects of nintedanib on lung fibrosis. One well-known on mesenchymal cells and matrix-related components. Plus, one related to the involvement of the pneumocyte-macrophage paracrine lipid axis, where oxidized lipids alter macrophage activities, leading to the formation of lipid-filled macrophages. This may open new research directions.
INTRODUCTION: Idiopathic pulmonary fibrosis (IPF) is a progressive and irreversible lung disease with a poor prognosis. While pirfenidone and nintedanib offer some benefits, they cannot cure IPF. Nintedanib inhibits various proliferative pathways and has antifibrotic effects, but its molecular mechanisms and impact on the lung transcriptome in vivo remain unclear. This study aims to evaluate nintedanib's transcriptomic profile in a rat model of bleomycin-induced lung fibrosis. METHODOLOGY/PRINCIPAL FINDINGS: Lung fibrosis was induced by two intratracheal administrations of bleomycin. Nintedanib protocol included three weeks of daily oral treatments beginning seven days after the first bleomycin dose. Left lungs were processed for histological evaluation using an automated fibrosis quantification system and the Ashcroft Score, while the right lungs were used for RNA sequencing to conduct differential expression and correlation network analysis (WGCNA). WGCNA modules were examined by cell and pathway enrichment analysis. Lipid peroxidation was assessed through the measurement of malondialdehyde in right lung lysates. Bleomycin induced significant fibrotic lesions, as confirmed by the histological evaluations. Nintedanib reduced fibrotic lesion size by about 15% and decreased severe Ashcroft scores. When compared to controls, the number of differentially expressed genes decreased from over 2000 to barely more than 400 after nintedanib treatment. WGCNA identified two gene clusters correlated to histological parameters, with nintedanib-treated animals showing gene expression levels similar to control animals. One cluster was associated with mesenchymal cells and extracellular matrix-related pathways, in line with the known anti-fibrotic effect of nintedanib. The second cluster, involving principally macrophages, was related to lipid metabolism, potentially uncovering a new mechanistic role of nintedanib in modulating lung fibrosis. CONCLUSIONS/SIGNIFICANCE: The mechanisms involving macrophages and lipid metabolism, influenced by nintedanib in this study, may open new research directions to better inquire the role of this cellular type in tissue repair and pathological lung fibrosis. ### Competing Interest Statement VP, PC, SP, MGP, CM, GV and MT are employees of Chiesi Farmaceutici S.p.A. FQ was engaged as consultant by Chiesi Farmaceutici S.p.A. All the remaining Authors have not actual and perceived conflicts of interest.
Supplementary Materials and Methods. List of antibodies used in the Western blotting and description of Tumor spheroid-based migration assay.
Table S1. Antibodies for Immunohistochemistry; Table S2. Magnitude of Sampling; Table S3. Magnitude of Sampling
Supplementary Tables S1-S5. Table S1: Antiproliferative effects of PI3K inhibitors on SKMES-1 and PIK3CA amplified/mutated clones Tables S2-S4: densitometric analysis of Western blotting of Figure 1D Table S5: Antiproliferative effects of PI3K inhibitors on H596 and HCC2450 cells
Clinicopathological correlations. Figure S1: PD-L1 Expression and Clinicopathologic Parameters; Figure S2: PD-L1 Expression and TILs; Figure S3: TILs and Clinicopathological Parameters; Figure S4: NSCLC Immune Microenvironments Based on PD-L1 and TILs.
Heart failure (HF) remains one of the leading causes of death worldwide; most commonly developing after myocardial infarction (MI). Since adult cardiomyocytes characteristically do not proliferate, cells lost during MI are not replaced. As a result, the heart has a limited regenerative capacity. There is, therefore, a need to develop novel cell-based therapies to promote the regeneration of the heart after MI. The delivery and retention of cells at the injury site remains a significant challenge. In this context, we explored the potential of using an injectable, RGDSP-functionalised self-assembling peptide — FEFEFKFK — hydrogel as scaffold for the delivery and retention of rat cardiac progenitor cells (CPCs) into the heart. Our results show that culturing CPCs in vitro within the hydrogel for one-week promoted their spontaneous differentiation towards adult cardiac phenotypes. Injection of the hydrogel on its own, or loaded with CPCs, into the rat after injury resulted in a significant reduction in myocardial damage and left ventricular dilation.
The mechanisms underlying the success of propranolol in the treatment of infantile hemangioma (IH) remain elusive and do not fully explain the rapid regression of hemangiomatous lesions following drug administration. As autophagy is critically implicated in vascular homeostasis, we determined whether ss-blockers trigger the autophagic flux on infantile hemangioma-derived endothelial cells (Hem-ECs) in vitro.Material and methods: Fresh tissue specimens, surgically removed for therapeutic purpose to seven children affected by proliferative IH, were subjected to enzymatic digestion. Cells were sorted with anti-human CD31 immunolabeled magnetic microbeads. Following phenotypic characterization, expanded Hem-ECs, at P2 to P6, were exposed to different concentrations (50 mu M to 150 mu M) of propranolol, atenolol or metoprolol alone and in combination with the autophagy inhibitor Bafilomycin A1. Rapamycin, a potent inducer of autophagy, was also used as control. Autophagy was assessed by Lysotracker Red staining, western blot analysis of LC3BII/LC3BI and p62, and morphologically by transmission electron microscopy.Results: Hem-ECs treated with either propranolol, atenolol or metoprolol displayed positive LysoTracker Red staining. Increased LC3BII/LC3BI ratio, as well as p62 modulation, were documented in ss-blockers treated Hem-ECs. Abundant autophagic vacuoles and multilamellar bodies characterized the cytoplasmic ultrastructural features of autophagy in cultured Hem-ECs exposed in vitro to ss-blocking agents. Importantly, similar biochemical and morphologic evidence of autophagy were observed following rapamycin while Bafilomycin A1 significantly prevented the autophagic flux promoted by ss-blockers in Hem-ECs.Conclusion: Our data suggest that autophagy may be ascribed among the mechanisms of action of ss-blockers suggesting new mechanistic insights on the potential therapeutic application of this class of drugs in pathologic conditions involving uncontrolled angiogenesis.
Background: The aim of the present study was to dissect the clinical outcome of GB patients through the integration of molecular, immunophenotypic and MR imaging features. Methods: We enrolled 57 histologically proven and molecularly tested GB patients (5.3% IDH-1 mutant). Two-Dimensional Free ROI on the Biggest Enhancing Tumoral Diameter (TDFRBETD) acquired by MRI sequences were used to perform a manual evaluation of multiple quantitative variables, among which we selected: SD Fluid Attenuated Inversion Recovery (FLAIR), SD and mean Apparent Diffusion Coefficient (ADC). Characterization of the Tumor Immune Microenvironment (TIME) involved the immunohistochemical analysis of PD-L1, and number and distribution of CD3+, CD4+, CD8+ Tumor Infiltrating Lymphocytes (TILs) and CD163+ Tumor Associated Macrophages (TAMs), focusing on immune-vascular localization. Genetic, MR imaging and TIME descriptors were correlated with overall survival (OS). Results: MGMT methylation was associated with a significantly prolonged OS (median OS = 20 months), while no impact of p53 and EGFR status was apparent. GB cases with high mean ADC at MRI, indicative of low cellularity and soft consistency, exhibited increased OS (median OS = 24 months). PD-L1 and the overall number of TILs and CD163+TAMs had a marginal impact on patient outcome. Conversely, the density of vascular-associated (V) CD4+ lymphocytes emerged as the most significant prognostic factor (median OS = 23 months in V-CD4high vs. 13 months in V-CD4low, p = 0.015). High V-CD4+TILs also characterized TIME of MGMTmeth GB, while p53mut appeared to condition a desert immune background. When individual genetic (MGMTunmeth), MR imaging (mean ADClow) and TIME (V-CD4+TILslow) negative predictors were combined, median OS was 21 months (95% CI, 0–47.37) in patients displaying 0–1 risk factor and 13 months (95% CI 7.22–19.22) in the presence of 2–3 risk factors (p = 0.010, HR = 3.39, 95% CI 1.26–9.09). Conclusion: Interlacing MRI–immune–genetic features may provide highly significant risk-stratification models in GB patients.
Radiomics has emerged as a noninvasive tool endowed with the potential to intercept tumor characteristics thereby predicting clinical outcome. In a recent study on resected non-small cell lung cancer (NSCLC), we identified highly prognostic computed tomography (CT) -derived radiomic features (RFs), which in turn were able to discriminate hot from cold tumor immune microenvironment (TIME). We aimed at validating a radiomic model capable of dissecting specific TIME profiles bearing prognostic power in resected NSCLC. The validation cohort included 31 radically resected NSCLCs clinicopathologically matched with the training set (n = 69). TIME was classified in hot and cold according to a multiparametric immunohistochemical analysis involving PD-L1 score and incidence of immune effector phenotypes among tumor infiltrating lymphocytes (TILs). High- throughput radiomic features (n = 841) extracted from CT images were correlated to TIME parameters to ultimately define prognostic classes. We confirmed PD-1 to CD8 ratio as best predictor of clinical outcome among TIME characteristics. Significantly prolonged overall survival (OS) was observed in patients carrying hot (median OS not reached) vs cold (median OS 22 months; hazard ratio 0.28, 95% confidence interval 0.09 -0.82; p = 0.015) immune background, thus validating the prognostic impact of these two TIME categories in resected NSCLC. Importantly, in the validation setting, three out of eight previously identified RFs sharply distinguishing hot from cold TIME were endorsed. Among signature-related RFs, Wavelet-HHH_gldm_HighGrayLevelEmphasis highly performed as descriptor of hot immune contexture (area under the receiver operating characteristic curve 0.94, 95% confidence interval 0.81 -1.00; p = 0.01). Based on our findings, Radiomics may decipher specific TIME profiles providing a noninvasive prognostic approach in resected NSCLC and an exploitable predictive strategy in advanced cases.
IntroductionALK tyrosine kinase inhibitors (TKIs) are the standard treatment for advanced ALK-positive NSCLC. Nevertheless, drug resistance inevitably occurs. Here, we report a case of a patient with metastatic ALK-positive lung adenocarcinoma with an impressive resistance to sequential treatment with ALK TKIs mediated by YES1 and MYC amplification in a contest of epithelial-to-mesenchymal transition and high progressive chromosomal instability.MethodsThe patient received, after chemotherapy and 7 months of crizotinib, brigatinib and lorlatinib with no clinical benefit to both treatments. A study of resistance mechanisms was performed with whole exome sequencing on different biological samples; primary cell lines were established from pleural effusion after lorlatinib progression.ResultsAt whole exome sequencing analysis, YES1 and MYC amplifications were observed both in the pericardial biopsy and the pleural effusion samples collected at brigatinib and lorlatinib progression, respectively. Increasing chromosomal instability from diagnostic biopsy to pleural effusion was also observed. The addition of dasatinib to brigatinib or lorlatinib restored the sensitivity in primary cell lines; data were confirmed also in H3122_ALK-positive model overexpressing both YES1 and MYC.ConclusionsIn conclusion, YES1 and MYC amplifications are candidates to justify a rapid acquired resistance to crizotinib entailing primary brigatinib and lorlatinib resistance. In this context, a combination strategy of ALK TKI with dasatinib could be effective to overcome a rapid resistance.
Background: In situ cardiac tissue engineering aims to heal the infarcted myocardium by guiding tissue regeneration within the patient body. A key step in this approach is the design of a bioactive scaffold, able to stimulate tissue repair at the site of damage. In the development of bioactive scaffolds, molecular imprinting nanotechnology has been recently proposed as a new functionalization strategy. Objectives: In this work, Molecularly Imprinted Particles (MIP) with recognition properties towards the stromal-derived factor-1 (SDF-1) were synthesized, characterized and used for the functionalization of a biomimetic scaffold. MIP are expected to favor the enrichment of the SDF-1 bioactive molecule within the scaffold, thereby promoting myocardial regeneration. Methods: MIP were obtained by precipitation polymerization, using the SDF-1 molecule as a template. Alginate/gelatin/elastin sponges were fabricated by freeze-drying and functionalized by MIP deposition. Morphological, physicochemical and functional analyses were performed both on MIP and on MIP-modified scaffolds. A preliminary biological in vitro investigation was also carried out using rat cardiac progenitor cells (rCPCs). Results: Imprinted nanoparticles with an average diameter between 0.6 and 0.9 µm were obtained. Infrared analysis of MIP confirmed the expected chemical structure. Recognition and selectivity tests showed that MIP were able to selectively recognize and rebind the template, even after their deposition on the scaffold. In vitro biological tests showed that cell adhesion to the scaffold was promoted by MIP functionalization. Conclusion: Results obtained in the present study suggest that biomimetic alginate/gelatin/elastin sponges, functionalized by MIP with recognition properties towards SDF-1, could be successfully used for tissue engineering approaches to repair the infarcted heart.
Background: Malignant Pleural Mesothelioma (MPM) is an aggressive tumor that has a significant incidence related to asbestos exposure with no effective therapy and poor prognosis. The role of mesenchymal stromal cells (MSCs) in cancer is controversial due to their opposite effects on tumor growth and in particular, only a few data are reported on MSCs and MPM. Methods: We investigated the in vitro efficacy of adipose tissue-derived MSCs, their lysates and secretome against different MPM cell lines. After large-scale production of MSCs in a bioreactor, their efficacy was also evaluated on a human MPM xenograft in mice. Results: MSCs, their lysate and secretome inhibited MPM cell proliferation in vitro with S or G0/G1 arrest of the cell cycle, respectively. MSC lysate induced cell death by apoptosis. The efficacy of MSC was confirmed in vivo by a significant inhibition of tumor growth, similar to that produced by systemic administration of paclitaxel. Interestingly, no tumor progression was observed after the last MSC treatment, while tumors started to grow again after stopping chemotherapeutic treatment. Conclusions: These data demonstrated for the first time that MSCs, both through paracrine and cell-to-cell interaction mechanisms, induced a significant inhibition of human mesothelioma growth. Since the prognosis for MPM patients is poor and the options of care are limited to chemotherapy, MSCs could provide a potential new therapeutic approach for this malignancy.
Background & Objectives: Aim of this study was to evaluate the transcriptome perturbation and therapeutic effects of Nintedanib (NINT), an anti-fibrotic drug approved for the treatment of Idiopathic Pulmonary Fibrosis (IPF), in a rat model of bleomycin (BLM)-induced lung fibrosis. Methods: Male rats were intratracheally injected with BLM (1 U/kg) or saline (SAL) on day 0 and day 4. Seven days after the first BLM administration, one group of animals received oral NINT for three weeks (endpoint at day 28). Histomorphometric analysis of lung fibrosis was performed on Masson’s trichrome stained left lung sections. Total mRNA extracted from the right lung was sequenced with an Illumina NextSeq500 platform. Results & Conclusions: At day 28, BLM induced a significant increase in lung fibrosis, while a trend toward a reduced fractional area and severity of fibrotic lesions was revealed by histological analysis after treatment with NINT. At the transcriptome level, NINT treatment resulted in the normalization, to different extents, of two clusters of genes whose expression was dysregulated by BLM (like collagen type 1 α 1 (Col1a1) and secreted phosphoprotein 1 (Spp1)). These clusters, whose expression levels correlated with histological parameters, were centred on pathways/biological processes such as oxidative phosphorylation and cellular protein catabolic process that may play a pathogenetic role in IPF. Overall, this analysis delineates a specific subset of the broad-spectrum effects elicited by NINT that may be particularly relevant for IPF amelioration in our rat-BLM model. NINT-sensitive gene clusters may represent new potential therapeutic targets for IPF.
The use of injectable scaffolds to repair the infarcted heart is receiving great interest. Thermosensitive polymers, in situ polymerization, in situ cross-linking, and self-assembling peptides are the most investigated approaches to obtain injectability.Aim of the present work was the preparation and characterization of a novel bioactive scaffold, in form of injectable microspheres, for cardiac repair. Gellan/gelatin microspheres were prepared by a water-in-oil emulsion and loaded by adsorption with Insulin-like growth factor 1 to promote tissue regeneration. Obtained microspheres underwent morphological, physicochemical and biological characterization, including cell culture tests in static and dynamic conditions and in vivo tests. Morphological analysis of the microspheres showed a spherical shape, a microporous surface and an average diameter of 66 ± 17µm (under dry conditions) and 123 ± 24 µm (under wet conditions). Chemical Imaging analysis pointed out a homogeneous distribution of gellan, gelatin and Insulin-like growth factor-1 within the microsphere matrix. In vitro cell culture tests showed that the microspheres promoted rat cardiac progenitor cells adhesion, and cluster formation. After dynamic suspension culture within an impeller-free bioreactor, cells still adhered to microspheres, spreading their cytoplasm over microsphere surface. Intramyocardial administration of microspheres in a cryoinjury rat model attenuated chamber dilatation, myocardial damage and fibrosis and improved cell homing.Overall, the findings of this study confirm that the produced microspheres display morphological, physicochemical, functional and biological properties potentially adequate for future applications as injectable scaffold for cardiac tissue engineering.
Multidisciplinary approaches may intercept the critical events implicated in dismal prognosis and limited therapeutic sensitivity of glioblastoma (GBM). Thus, we sought to integrate molecular, immunophenotypic and radiologic parameters to provide prognostic keys dissecting the clinical outcome of GBM patients. We enrolled 57 histologically proven GBM patients whose complete clinical records, pre-surgical MRI and key genetic alterations were available. From 3T MRI sequences, SD Fluid Attenuated Inversion Recovery (FLAIR) and SD and Mean Apparent Diffusion Coefficient (ADC) were extracted and quantified through a software assisted texture analysis. Tumor Immune Microenvironment (TIME) was assessed by the immunohistochemical analysis of PD-L1 and the number and distribution of CD3+, CD4+, CD8+ Tumor infiltrating Lymphocytes (TILs) and CD163+ Tumor Associated Macrophages (TAM). MGMT methylation was significantly associated with prolonged Overall Survival (OS) and reduced number of brain lesions, while the clinical outcome was unaffected by p53 and EGFR status. Increased OS was observed in cases with high Mean ADC and SD ADC, indicative of marked MRI textural heterogeneity. Notably, high values of SD ADC appeared to reflect a CD4+ rich TIME (Pearson’s test, p = 0.005). While the clinical relevance of CD8+ TILs and CD163+TAM was faint, PD-L1 score (p = 0.07, HR = 0.43) and CD4-to-CD8 ratio (p = 0.03, HR = 0.21) critically influenced survival. The number of perivascular (PV) CD4+ lymphocytes was the most prognostically relevant immune feature, as cases with high PV CD4+ cells had a median 23.6 months OS (95% CI 12.8-34.4) vs 11.7 months in low group (95% CI 3.1-20.4). Increased PV CD4+TILs also characterized TIME of MGMT methylated GBM while p53 mutation conditioned a desert immune background. Finally, when individual genetic (MGMTunmeth), TIME (PV CD4+TILslow) and radiologic (Mean ADClow) negative predictors were combined, median OS was not reached in GBM patients with no risk factors while in the presence of at least one risk factor was 12.9 months (p = 0.004, HR = 6.78, 95% CI 1.52-10.19). Integrating radio-immune-genetic features may provide highly significant prognostic scores in GBM.
In recent years, there has been an increasing interest toward the covalent binding of bioactive peptides from extracellular matrix proteins on scaffolds as a promising functionalization strategy in the development of biomimetic matrices for tissue engineering. A totally new approach for scaffold functionalization with peptides is based on Molecular Imprinting technology. In this work, imprinted particles with recognition properties toward laminin and fibronectin bioactive moieties were synthetized and used for the functionalization of biomimetic sponges, which were based on a blend of alginate, gelatin, and elastin. Functionalized sponges underwent a complete morphological, physicochemical, mechanical, functional, and biological characterization. Micrographs of functionalized sponges showed a highly porous structure and a quite homogeneous distribution of imprinted particles on their surface. Infrared and thermal analyses pointed out the presence of interactions between blend components. Biodegradation and mechanical properties appeared adequate for the aimed application. The results of recognition tests showed that the deposition on sponges did not alter the specific recognition and binding behavior of imprinted particles. In vitro biological characterization with cardiac progenitor cells showed that early cell adherence was promoted. In vivo analysis showed that developed scaffolds improved cardiac progenitor cell adhesion and differentiation toward myocardial phenotypes.
The immune regulation of cancer growth and regression has been underscored by the recent success of immunotherapy. The possibility that immune microenvironmental factors may impact on clinical outcome and treatment response still requires intense investigations. Hereby, supporting data of the research article "Integrated CT Imaging and Tissue Immune Features Disclose a Radio-Immune Signature with High Prognostic Impact on Surgically Resected NSCLC" [1], are presented. With the ultimate aim to provide non-invasive prognostic scores, we report on our approach to correlate different Tumor Immune Microenvironment (TIME) profiles with CT imaging-derived qualitative (semantic, CT-SFs) and quantitative (radiomic, CT-RFs) features in a cohort of 60 surgically resected NSCLC. The renowned characterization of TIME, essentially based on the score evaluation of Programme Death Ligand-1 (PD-L1) and Tumor Infiltrating Lymphocytes (TILs), was implemented here by the assessment of effector and suppressor phenotypes including the analysis of Programme Death receptor 1 (PD-1). Thus, we defined two main TIME categories: hot inflamed (PD-L1high, CD8/CD3high and PD-1/CD8low) as opposed to cold inactive (PD-L1low, CD8/CD3lowand PD-1/CD8high). Importantly, as reported in the extended publication [1], these distinctive immune contextures identified different prognostic classes and were decoded by radiomics. To corroborate our radiomic approach, a comparative estimation of CT-RFs extracted from 60 NSCLC and 13 non neoplastic tissues was undertaken, documenting high discrimination ability. Moreover, we tested the potential association of qualitative radiologic features with clinico-pathological and TIME parameters. Taken together, our findings suggest that CT-SFs and CT-RFs may underlay specific patterns of lung cancer.
OBJECTIVES:Qualitative and quantitative CT imaging features might intercept the multifaceted tumor immune microenvironment (TIME), providing a non-invasive approach to design new prognostic models in NSCLC patients. MATERIALS AND METHODS:Our study population consisted of 100 surgically resected NSCLC patients among which 31 served as a validation cohort for quantitative image analysis. TIME was classified according to PD-L1 expression and the magnitude of Tumor Infiltrating Lymphocytes (TILs) and further defined as hot or cold by the tissue analysis of effector (CD8-to-CD3high/PD-1-to-CD8low) or inert (CD8-to-CD3low/PD-1-to-CD8high) phenotypes. CT datasets acted as source for qualitative (semantic, CT-SFs) and quantitative (radiomic, CT-RFs) features which were correlated with clinico-pathological and TIME profiles to determine their impact on survival outcome. RESULTS:Specific CT-SFs (texture [TXT], effect [EFC] and margins [MRG]) strongly correlated to PD-L1 and TILs status and showed significant impact on survival outcome (TXT, HR:3.39, 95 % CI 1.12-10-27, P < 0.05; EFC, HR:0.41, 95 % CI 0.18-0.93, P < 0.05; MRG, HR:1.93, 95 % CI 0.88-4.25, P = 0.09). Seven CT derived radiomic features were able to sharply discriminate cases with hot (inflamed) vs cold (desert) TIME, which also exhibited opposite OS (long vs short, HR:0.09, 95 % CI 0.04-0.23, P < 0.001) and DFS (long vs short, HR:0.31, 95 % CI 0.16-0.58, P < 0.001). Moreover, we identified 6 prognostic radiomic features among which ClusterProminence displayed the highest statistical significance (HR:0.13, 95 % CI 0.06-0.31, P < 0.001). These findings were independently validated in an additional cohort of NSCLC (HR:0.11, 95 % CI 0.03-0.40, P = 0.001). Finally, in our training cohort we developed a multiparametric prognostic model, interlacing TIME and clinico-pathological characteristics with CT-SFs (ROC curve AUC:0.83, 95 % CI 0.71-0.92, P < 0.001) or CT-RFs (AUC: 0.91, 95 % CI 0.83-0.99, P < 0.001), which appeared to outperform pTNM staging (AUC: 0.66, 95 % CI 0.51-0.80, P < 0.05) in the risk assessment of NSCLC. CONCLUSION:Higher order CT extracted features associated with specific TIME profiles may reveal a radio-immune signature with prognostic impact on resected NSCLC.
A patient with HER2-positive early breast cancer (BC) developed dermatomyositis (DM), which disappeared after the first administration of adjuvant trastuzumab. No HER2 overexpression/amplification was observed in DM skin biopsies. Both BC and skin immune infiltrates were composed mostly of CD3+ T-lymphocytes. Interestingly, tumor-infiltrating lymphocytes expressed PD-1, which was negligible in skin-infiltrating lymphocytes, while both BC cells and keratinocytes were PD-L1-positive. High serum levels of endogenous anti-HER2 antibodies were detected, confirming the induction of a HER2-specific adaptive immune response. It may be argued that HER2-specific T-lymphocytes cross-reacted with one or more unknown skin antigens, causing DM. Trastuzumab may have silenced skin cross-reaction by eliminating any residual HER2-positive micrometastatic disease and, thus, inducing DM remission.