Abstract Background: GDF-15 is a stress-induced cytokine that restricts CD8+ T cell infiltration, drives immunotherapy resistance, and mediates chemotherapy-induced nausea, emesis, anorexia, and cancer cachexia. Durable responses to GDF-15 blockade have been reported in PD-1-refractory NSCLC and UC, supporting its role as a clinically relevant mediator of immune escape. Because platinum agents and other DNA-damage-inducing therapies strongly upregulate GDF-15, we investigated whether therapy-induced GDF-15 limits the antitumor activity and tolerability of combined PD-1 blockade and cytotoxic chemotherapy. Methods: Human tumor cell lines were treated with platinum compounds, docetaxel, and a panel of DNA-damage inducers, DNA-damage-repair inhibitors, and cell-cycle and transcriptional stress-inducing agents, and GDF-15 secretion was quantified. Syngeneic MBT-2 and MC-38 models received cisplatin or docetaxel plus anti-PD-1, with or without a GDF-15-neutralizing antibody. Tumor growth, survival, body weight, serum GDF-15, intratumoral immune populations, and peripheral CD8+ T cell activation were analyzed by ELISA, flow cytometry, bulk RNA sequencing, and single-cell RNA sequencing. Results: A broad range of DNA-damage-inducing, DNA-damage-repair-inhibitory, and cell-cycle stress-inducing agents robustly induced GDF-15 in vitro. In vivo, cisplatin plus anti-PD-1 markedly increased systemic GDF-15 but yielded limited tumor control. Adding GDF-15 blockade substantially delayed tumor growth, extended survival, and fully prevented cisplatin-associated weight loss. Single-cell RNA sequencing demonstrated increased intratumoral CD8+ T cell infiltration. scRNA-seq and bulk RNA sequencing together showed enrichment of activation, co-stimulation, cytotoxicity, and TCR-signaling programs (Lck, Fyn, Zap70, Lat; Gzmb, Prf1; CCL5). Flow cytometry confirmed increased peripheral CD8+ T cell proliferation (Ki67+) and a higher proportion of activated effector CD8+ T cells, including increased PD-1 expression. Bulk RNA-seq revealed an M2-like macrophage signature (CD163, Chil3, Retnla, Marco, Rnase2a) in chemoimmunotherapy-treated tumors, and flow cytometry showed reduced cDC1 activation; both were reversed by GDF-15 blockade. Conclusions: These findings suggest that therapy-induced GDF-15 contributes to resistance to platinum- and taxane-based PD-1 combinations and may exacerbate treatment-related toxicity. Neutralizing GDF-15 restores antitumor CD8+ T cell immunity, reprograms suppressive myeloid states, and improves the overall activity and tolerability of combined PD-1 blockade and cytotoxic chemotherapy. GDF-15 inhibition therefore holds potential to enhance responses to first-line chemoimmunotherapy in tumors such as NSCLC and UC. Citation Format: Neha Vashist, Amelie Köhler, Daniel Schätzlein, Sabrina Genßler, Katja Rungger, Hubert Hackl, Matthias Kist, Sarah Lutzenberger, Julia Weigandt, José Medina-Echerverz, Christine Schuberth-Wagner, Thorsten Ross. GDF-15 inhibition overcomes treatment resistance to platinum- and taxane-based cytotoxic chemoimmunotherapy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 6999.
BACKGROUND:Resistance to anti-PD-1/PD-L1 therapy is a major unmet need. Growth Differentiation Factor 15 (GDF-15) has been identified as a key resistance factor for anti-PD-1/PD-L1 immunotherapy. Visugromab, a neutralizing anti-GDF-15 antibody, plus the anti-PD-1 antibody nivolumab (V+N) was evaluated in the first-in-human phase 1/2a GDFATHER-01 trial in heavily pretreated participants with locally advanced/metastatic non-squamous non-small-cell lung cancer (nsq NSCLC), urothelial carcinoma (UC), or hepatocellular carcinoma (HCC), stringently defined as anti-PD-1/PD-L1-relapsed/refractory, and showed encouraging objective responses. This analysis reports long-term follow-up of these three phase 2 expansion cohorts of the GDFATHER-01 trial. METHODS:Seventy-seven participants with nsq NSCLC (N=22), UC (N=27), and HCC (N=28) received visugromab (10 mg/kg) plus nivolumab (240 mg) every two weeks until disease progression or unacceptable toxicity. RESULTS:Objective response rates (RECIST v1.1) were 18.2% for nsq NSCLC (4/22; 95%CI 5.2-40.3), 18.5% for UC (5/27; 95%CI 6.3-38.1), and 14.3% for HCC (4/28; 95%CI 4.0-32.7). Median duration of response (DoR) was 32.2 months (95%CI 5.5-38.0), 28.8 months (95%CI 7.4-39.4), and 19.4 months (95%CI 5.8-39.7; with protracted recruitment), respectively, with 7/13 responses (53.8%) ongoing. Confirmed complete response or complete metabolic response (CR or CMR) among responders was 61.5% (8/13), with 7/8 ongoing. In addition, 46.2% (6/13) of responders achieved a deeper response on V+N per RECIST v1.1 than with the prior anti-PD-(L)1 therapy; median DoR on V+N was 28.8 months (95%CI 7.4-38.0) versus 12.0 months (95%CI 8.0-24.0) on initial anti-PD-1/PD-L1 treatment. V+N was generally well tolerated. CONCLUSIONS:In heavily pretreated, advanced/metastatic participants with nsq NSCLC, UC, or HCC who were anti-PD-1/PD-L1-relapsed/refractory, V+N achieved deep and durable objective responses. The observed DoR, depth of response, and CR+CMR rate among responders exceeded those reported for their initial anti-PD-1/PD-L1 therapy. These findings suggest that GDF-15 blockade with visugromab can overcome resistance and enhance the magnitude and durability of anti-PD-1/PD-L1 responses, and warrant further exploration in randomized trials. REGISTRY:ClinicalTrials.gov, TRN: NCT04725474, Registration date: 25 January 2021; EudraCT, TRN: 2020-002103-19, Registration date 16 Dec 2020.
Constitutive JAK/STAT pathway activation is crucial in the pathogenesis of BCR::ABL1-negative myeloproliferative neoplasms (MPN), but has not yet been linked to interferon (IFN)-γ signaling and tumor microenvironment. Human JAK2 V617F-mutated cell lines, 265 bone marrow biopsies (BMB) of two MPN cohorts, and 50 non-neoplastic BMB, revealed an intrinsic activation of IFN-γ signaling, which was confirmed by public RNA expression data. In vitro analysis of JAK2-mutated cell lines showed an activation of IFN-γ signaling pathway in the absence of IFN-γ in the cell supernatants. In addition, a heterogeneous, but increased expression of IFN-γ signaling components was found in BMB of JAK2-mutated samples with the highest expression in lymphocytes and monocytes, accompanied by increased tumor infiltrating lymphocytes (TIL). Unsupervised clustering identified a prognostic favorable cluster in both patient cohorts characterized by augmented IFN-γ signaling and TILs. This cluster was enriched with JAK2-mutated, JAK-inhibition naive MPN, mainly essential thrombocythemia and polycythemia vera with mild bone marrow fibrosis. Moreover, in silico data confirmed the link between JAK2 mutations and increased IFN-γ signaling. Multivariate Cox regression revealed TILs to be the strongest prognostic marker. In conclusion, JAK2-mutated MPN exhibit an intrinsic activation of IFN-γ signaling associated with changes in the BM TME and patients’ outcome.
Myrobalan fruits are important ingredients of traditional remedies, such as the Ayurvedic formulation Triphala or the Tibetan formulation Bras bu 3. Myrobalan-containing remedies are described to have positive effects on metabolism, the cardiovascular system, and the immune system. The chemical composition of botanical mixtures can be very complex, and it is often impossible to identify individual compounds as specific active ingredients, which suggests a multi-target mode of action. In this in vitro study, the effect of myrobalan extracts in human cell models was investigated to gain more information about the molecular mechanism of action and to find possible synergistic effects. Direct and indirect antioxidant effects were investigated, and the activation of immunobiochemical metabolic pathways involved in the cellular immune response was examined in cell lines treated with extracts of the fruits of Phyllanthus emblica, Terminalia chebula and Terminalia bellirica, as well as a combination of them. In particular, a synergistic effect on the activation of the endogenous antioxidant defence system was observed with the combined treatment of the three fruit extracts. An integrated transcriptome analysis of cells treated with a combination of fruit extracts confirmed an effect on immune pathways, oxidative stress, and detoxification processes. This study shows the modulation of various signalling pathways and cellular processes that may be part of the multi-target mechanism of individual and combined myrobalan fruit extracts. Although the results are limited to in vitro data, they contribute to a better understanding of how botanical mixtures work and provide hypotheses for further research.
Matrix metalloproteinase-12 (MMP12) is a proinflammatory macrophage-secreted protein with immunomodulatory functions that affects neutrophil infiltration, cytokine release, macrophage recruitment, and proliferation. We have previously demonstrated that the genetic deletion of MMP12 in a cardiometabolic mouse model ameliorates obesity-induced low-grade inflammation, white adipose tissue dysfunction, and atherosclerosis. Based on the various beneficial metabolic effects of MMP-12 deletion, we hypothesized that loss of MMP-12 also positively affects whole-body energy metabolism and/or brown adipose tissue (BAT) function in a cardiometabolic mouse model. To investigate the effects of MMP12 deletion on whole-body energy metabolism and/or BAT function, we used low-density lipoprotein receptor (Ldlr)/Mmp12 double knockout (DKO) fed a high-fat, sucrose- and cholesterol-enriched diet. DKO mice housed at 22°C showed increased energy expenditure and decreased BAT size and triglyceride (TG) content. Untargeted proteomic analyses revealed the upregulation of proteins and pathways related to mitochondrial function, glucose metabolism, and fatty acid oxidation in the BAT of DKO mice, whereas the abundance of proteins and pathways associated with inflammation was reduced. In addition, DKO mice exhibited reduced macrophage infiltration in BAT, with the infiltrating macrophages showing lower expression of lipid-associated marker genes. Loss of MMP12 was associated with reduced compactness and sphericity of the mitochondria in the BAT. Following an acute cold exposure, DKO mice had decreased circulating lipid concentrations, especially very low-density lipoprotein-TG and LDL-cholesterol, and increased expression of thermogenic genes. We conclude that MMP12 may play a detrimental role in whole-body energy homeostasis and thermogenesis, as it triggers macrophage infiltration, inflammation, and mitochondrial dysfunction in BAT.
The generation of omics data sets has become an important approach in modern pharmacological and toxicological research as it can provide mechanistic and quantitative information on a large scale. Analyses of these data frequently revealed a non-linear dose-response relationship underscoring the importance of the modeling process to infer biological exposure limits. A number of tools have been developed for dose-response modeling and various thresholds have been defined as a quantitative representation of the effect of a substance, such as effective concentrations or benchmark doses (BMD). Here we present DoseRider an easy-to-use web application and a companion R package for linear and non-linear dose-response modeling and assessment of BMD at the level of biological pathways or signatures using generalized mixed effect models. This approach allows to analyze custom or provided multi-omics data such as RNA sequencing or metabolomics data and its annotation of a collection of pathways and gene sets from various species. Moreover, we introduce the concept of the trend change doses (TCDs) as a numerical descriptor of effects derived from complex dose-response curves. The usability of DoseRider was demonstrated by analyses of RNA sequencing data of bisphenol AF (BPAF) treatment of a human breast cancer cell line (MCF-7) at 8 different concentrations using gene sets for chemical and genetic perturbations (MSigDB). The BMD for BPAF and a set of genes upregulated by estrogen in breast cancer was 0.2 µM (95 %-CI 0.1-0.5 µM) and the lowest TCD (TCD1) was 0.003 µM (95 %-CI 0.0006-0.01 µM). The comprehensive presentation of the results underlines the suitability of the system for pharmacogenomics, toxicogenomics, and applications beyond.
Purpose: To explore why in large phase III randomized clinical trials TP53-mutated (TP53mut) endometrial cancer (EC) was the only tumor showing survival benefit to immune checkpoint inhibitors (ICIs) added to chemotherapy when compared with other low TMB TP53mut cancers, such as high-grade serous ovarian (HGSOC) and triple-negative breast cancer (TNBC). Experimental Design: From 606 patients with one of the three mentioned cancers, "The Cancer Genome Atlas" data on clinical outcome, TMB and detailed composition of the tumor immune-microenvironment (TIME) (immune infiltrating cells, cytokines, and other immune-modulators) were compared using the Kruskal-Wallis test, followed by Pearson correlation. Prognostic value of studied variables was assessed by Kaplan-Meier and Cox- regression analyses. Results: TMB was very low in all three TP53mut entities, being lowest in EC (median: 1.27 Mut/Mb; p < 0.001). Interestingly, high TMB was significantly associated with improved clinical outcome in every entity, whereby best discrimination for PFS was found in EC (HR: 0.52). Compared to EC, immune-suppressing regulatory T-cells were higher in HGSOC and TNBC (p < 0.001) and M2-like macrophages higher in HGSOC (p < 0.001). In contrast, immune-activating mDCs were more prominent in EC than in HGSOC (p < 0.001). Differential modulator expression analyses revealed highest discrimination for the immune-inhibiting FOXP3, C1QA and XBP1, which all exhibited lower levels in EC compared with HGSOC and TNBC (p < 0.001). Conclusion: Characteristics of TIME differ substantially among the assessed entities in terms that EC exhibits fewer immunosuppressive traits, expecting a higher likelihood for responding to ICIs, despite a very low TMB, whereas HGSOC and TNBC exhibit an immune hostile TIME.
Objective and Background:Clinically significant posthepatectomy liver failure (PHLF B+C) remains the main cause of mortality after major hepatic resection. This study aimed to establish an aspartate aminotransferase to platelet ratio combined with an albumin-bilirubin grade (APRI+ALBI), based multivariable model (MVM) to predict PHLF and compare its performance to indocyanine green clearance (ICG-R15 or ICG-PDR) and albumin-ICG evaluation (ALICE).Methods:A total of 12,056 patients from the National Surgical Quality Improvement Program database were used to generate a MVM to predict PHLF B+C. The model was determined using stepwise backwards elimination. The performance of the model was tested using receiver operating characteristic curve analysis and validated in an international cohort of 2525 patients. In 620 patients, the APRI+ALBI MVM, trained in the National Surgical Quality Improvement Program cohort, was compared with the MVM's based on other liver function tests (ICG clearance, ALICE) by comparing the areas under the curve (AUC).Results:A MVM including APRI+ALBI, age, sex, tumor type, and extent of resection was found to predict PHLF B+C with an AUC of 0.77, with comparable performance in the validation cohort (AUC: 0.74). In direct comparison with other MVM's based on more expensive and time-consuming liver function tests (ICG clearance, ALICE), the APRI+ALBI MVM demonstrated equal predictive potential for PHLF B+C. A smartphone application for the calculation of the APRI+ALBI MVM was designed.Conclusion:Risk assessment through the APRI+ALBI MVM for PHLF B+C increases preoperative predictive accuracy and represents a universally available and cost-effective risk assessment before hepatectomy, facilitated by a freely available smartphone app.
Understanding the responses of biological systems to various perturbations, such as genetic, chemical, or environmental challenges, is essential for reconstructing causal network models. Emerging single-cell technologies have become instrumental in elucidating cell states and phenotypes and they have been used in combination with genetic screening. Recent advances in machine learning and artificial intelligence architectures have stimulated the development of computational tools for modeling perturbations and the response to compounds. This study outlined core principles underpinning perturbation analysis and discussed the methodologies and analytical frameworks used to decode drug and genetic perturbation responses, complex multicellular interactions, and network dynamics. The current tools used for various applications were overviewed. These developments hold great promise for improving drug development and personalized medicine. Foundation models and perturbation cell and tissue atlases offer immense potential for advancing our understanding of cellular behavior and disease mechanisms.
Portal hypertension is a key factor in posthepatectomy liver failure (PHLF). While preoperative liver function tests like APRI+ALBI assess liver function, they only partially reflect portal hypertension severity. Elevated von Willebrand factor antigen (vWF-Ag) indicates endothelial dysregulation and correlates with portal hypertension. Combining vWF-Ag with APRI+ALBI may enhance PHLF prediction. A total of 534 patients who underwent liver resection at Mayo Clinic Rochester (2020-2024) were analyzed for PHLF incidence, postoperative morbidity, and 90-day mortality. Predictive probability for PHLF was assessed using receiver operating characteristic analysis and validated in an external Austrian cohort of 283 patients (2008-2017). vWF-Ag was then integrated into the existing APRI+ALBI multivariable model. PHLF grade B/C was reported in 56 patients (10.5%). The 90-day mortality rate was 0.9% (n=5). Using 2 cutoffs (182%, 240%), vWF-Ag was found to be an independent predictive factor for PHLF grade B/C that remained statistically significant upon multivariable analysis. The combination of preoperative APRI+ALBI and vWF-Ag increased the positive predictive value to 27.9% for PHLF grade B/C in the APRI+ALBI high and vWF-Ag high group. Incorporation of vWF-Ag into the established APRI+ALBI-based multivariable model revealed a superior AUC of 0.772 for PHLF risk stratification and was successfully validated in an independent cohort (AUC=0.834). The combination of vWF-Ag with APRI+ALBI demonstrates a favorable predictive potential for PHLF risk assessment. We provide 2 pathways for clinical assessment: (1) a cutoff-based system and (2) a more complex multivariable model that can be calculated in a specifically designed smartphone application.
SARS-CoV-2 infection initiates complex interactions at mucosal barriers. In primary human bronchial epithelial cells, we investigated changes in the small RNA transcriptome induced by Delta variant infection. Thereby, we uncovered differential expression of a specific set of microRNAs (miRNAs), PIWI-interacting RNAs (piRNAs), small nucleolar RNAs (snoRNAs), vault RNAs, Y RNAs, and long intergenic non-coding RNAs (lincRNAs), which inhibit apoptosis while promoting cell proliferation and viral infection. Conversely, differential expression of 7SL, U2, and RPPH1 RNAs, as well as miR-155-5p and miR-27a-5p, was found to be involved in antiviral signaling. In addition, expression of the protein-coding genes CXCL10, IFIT1, NCOA7, IFIT2, SIX3, and RPSA was increased during infection. Interestingly, the ribosomal protein RPSA has recently been reported to also serve as a viral surface receptor promoting pro-inflammatory cytokine signaling. By investigating these differentially expressed genes also after Omicron BA.2 variant infection, we observed a significantly lower expression of the protein-coding genes CXCL10, IFIT2, and ZC3HAV1. In contrast, expression changes for the majority of non-coding RNAs (ncRNAs) were similar between Delta and Omicron variants with the exception of miR-155-5p and 5'-tRFGlu(TTC), emphasizing their potential as biomarkers for disease severity. Our findings thus highlight distinct molecular responses in SARS-CoV-2-infected cells, revealing specific genes and ncRNAs involved in viral replication, immune response, and apoptosis.
Aims:Cardiac shockwave therapy (SWT) improves left ventricular (LV) function in patients with ischaemic cardiomyopathy. Shockwave therapy activates Toll-like receptor 3 (TLR3), a receptor-inducing chromatin remodelling and nuclear reprogramming of cardiac cells. We hypothesized that mechanical activation of TLR3 facilitates reprogramming of fibroblasts towards endothelial cells restoring myocardial perfusion and function. Methods and results:Human cardiac fibroblasts were treated by mechanical stimulation via SWT or TLR3 agonist Poly(I:C) in the presence of endothelial induction medium. A lineage tracing experiment was performed in a transgenic mouse model of Fsp1-Cre/LacZ mice after coronary occlusion. Left ventricular function and scarring were assessed. Single-cell sequencing including RNA trajectory analysis was performed. Chromatin remodelling and epigenetic plasticity were evaluated via western blot and Assay for Transposase-Accessible Chromatin sequencing. Mechanical stimulation of human fibroblasts with SWT activated TLR3 signalling and enhanced the expression of endothelial genes in a TLR3-dependent fashion. The induced endothelial cells (ECs) resembled genuine ECs in that they produced endothelial nitric oxide and formed tube-like structures in Matrigel. In a lineage tracing experiment in Fsp1-Cre/LacZ mice, shockwave treatment increased LacZ/CD31-positive cells (indicating transdifferentiation) after coronary occlusion. Furthermore, SWT reduced myocardial scar size and improved LV function. Single-cell RNA-seq and RNA trajectory analyses revealed that SWT induced an endothelial fibroblast cluster and mechanical stimulation induced significant changes in chromatin organization, with chromatin being more accessible after both treatments in 1705 genomic regions. Conclusion:Shockwave therapy enhances DNA accessibility via TLR3 activation and facilitates the transdifferentiation of fibroblasts towards endothelial cells in ischaemic myocardium.
Background and Aims: Hypothermic oxygenated machine perfusion (HOPE) improves outcomes in orthotopic liver transplantation (OLT), but reliance on University of Wisconsin machine perfusion solution (UW-MPS) increases costs and logistical burden. Histidine-tryptophan-ketoglutarate (HTK) has potential as a single-solution alternative for HOPE. This study evaluated the safety and efficacy of HTK versus UW-MPS during HOPE. Methods: A retrospective, propensity score-matched cohort study including 46 patients who received donation after brain death (DBD) grafts that were preserved with HOPE at the Medical University of Vienna between May 2018 and October 2024 was conducted. A total of 23 patients received grafts perfused with HTK; another 23 patients transplanted with organs perfused with UW-MPS were matched based on recipient age and sodium model of end-stage liver disease score, donor age and sex, cold ischemia time, and perfusion time. Postoperative outcomes, perfusion parameters, and cost differences were assessed. Results: The HTK and UW-MPS cohorts demonstrated comparable perfusion dynamics and vascular resistance. While arterial pressure and flow were higher in the UW-MPS group, clinical outcomes-including early allograft dysfunction (47.8% each), ICU stay, and comprehensive complication index-were statistically similar. A trend toward fewer biliary complications (13.0% vs. 30.4%) and reduced hemodialysis requirement (17.4% vs. 30.4%) was observed in the HTK group. Use of HTK reduced perfusion-related costs by approximately EUR 560 per procedure. Conclusion: HTK is a viable alternative to UW-MPS during HOPE in OLT of DBD grafts, offering comparable short-term outcomes and relevant cost savings. Prospective studies are warranted to validate these findings and explore broader applications of single-solution perfusion strategies.