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International Journal of Biological Sciences

Ivyspring International Publisher

Preprints posted in the last 30 days, ranked by how well they match International Journal of Biological Sciences's content profile, based on 10 papers previously published here. The average preprint has a 0.01% match score for this journal, so anything above that is already an above-average fit.

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NR4A3 knockdown ameliorates metabolic dysfunction-associated steatotic liver disease through ATF3 transcriptional repression

Liao, H.; Qin, B.; Zhou, L.

2026-06-30 pathology 10.64898/2026.06.24.734361 medRxiv
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Objectives; The role of nuclear receptor subfamily 4, group A, member 3 (NR4A3) in hepatic steatosis, inflammation, and insulin resistance (IR) within the context of metabolic dysfunction-associated steatotic liver disease (MASLD) remains largely underexplored. Consequently, this study aimed to examine NR4A3's impact on MASLD and the potential underlying mechanisms. Methods; We aimed to elucidate the functional role of NR4A3 in MASLD through its knockdown in cell culture and animal models. To establish the cell culture model of MASLD, LO2 cells were treated with free fatty acids (FFAs), while male C57BL/6 mice were fed a high-fat diet (HFD) to create the animal model. NR4A3 knockdown was achieved using specific short hairpin RNA (NR4A3-shRNA) in the mice model and three small interfering RNAs (NR4A3-siRNAs) in the cell culture model. The lipids content, fatty acid synthesis, inflammatory factors, and IR were then assessed with and without NR4A3 knockdown. Furthermore, the underlying mechanism through which NR4A3 exerts its influence was explored by analyzing the interaction between NR4A3 and activating transcription factor 3 (ATF3). Results: In the cell culture experiments, the knockdown of NR4A3 significantly decreased the lipids content, fatty acid synthesis, and inflammatory factors in the LO2 cells treated with FFAs in the NR4A3-shRNA group compared with those in the NC-shRNA control group. In the animal model experiments, NR4A3 knockdown in the HFD male C57BL/6 mice significantly ameliorated HFD-induced hepatic steatosis, inflammation, and IR. Mechanistically, the knockdown of NR4A3 downregulated the expression and transcriptional activity of ATF3, resulting in an impaired ATF3 function. ATF3 overexpression significantly reversed lipid accumulation decline and reduced inflammation after NR4A3 knockdown. Conclusion: The downregulation of NR4A3 alleviates MASLD by modulating ATF3, suggesting this may be a promising therapeutic target.

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Aberrant neuronal differentiation and splicing defects in Congenital Myotonic Dystrophy (DM1) iPSC models

Thumu, S. C. R.; Gonzales, J. P.; Munir, S.; Tuck, C.; Dominguez, O.; Singh, S.

2026-06-30 neuroscience 10.64898/2026.06.25.734569 medRxiv
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Myotonic Dystrophy type 1 (DM1) is an autosomal multisystem disorder manifested due to unstable CTG nucleotide repeat expansion within the 3'-untranslated region of the dystrophia myotonica protein kinase (DMPK) gene. Although progress towards understanding of molecular pathogenesis in muscle and heart has been made, the pathways that affect the brain in DM1 is fundamentally unknown. In addition, the congenital DM1 manifest even more complicated brain abnormalities. Despite the wealth of existing cellular and animal models, iPSCs based studies are being fostered as they replicate the human model more closely to the disease. In view of this context, we set out to characterize the differentiation potential of congenital DM1 patient derived iPSC lines towards neuronal cells. Using neurogenin2 (NGN2) induced direct reprogramming of iPSCs into neurons and chemically defined media-induced neural induction protocol, we find that congenital DM1 mutant iPSC derived neurons exhibited precocious differentiation, as evidenced by their expression of pan-neuronal markers TUJ1 and Map2, along with increased processes extension and neurite length. Moreover, unbiased RNA sequencing analyses and qPCR validation revealed precocious and enhanced expression of several neurogenic transcription factors including, Ascl1, NeuroG2, and NeuroD1. Furthermore, immunofluorescence imaging of MBNL1 and MBNL2, RNA-splicing factors, displayed enhanced nuclear aggregations, a hallmark of the DM1 disease, in the mutant lines. Moreover, investigation of RNA splicing events identified mis-splicing in many important genes/transcripts including RMST, ANK3 and MBD1 during the neural conversion of congenital DM1 lines. These studies reveal novel paradigms that may contribute to neurological pathogenesis in CDM1 patients. These studies also provide a strong foundation for future mechanistic investigation aimed at understanding CDM1 pathology and may open new avenues for the development of gene therapy approaches for individuals with DM1.

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Disrupting Pregnane X Receptor Signaling Overcomes Temozolomide Resistance in Glioblastoma via Succisa pratensis-Derived Metabolites

Servidio, F.; Pirovano, F.; Remedia, S.; Pellizzer, C.; Nespoli, M.; Galuzzi, B. G.; Bonanomi, M.; Mallia, S.; Commisso, M.; Guzzo, F.; Gervasoni, C.; Gaglio, D.; Moriggi, M.; Capitanio, D.; Bertoli, G. R.; Giammona, A.; Lo Dico, A.

2026-07-09 cancer biology 10.64898/2026.06.22.733681 medRxiv
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Glioblastoma remains a highly aggressive and therapy-resistant brain tumor, with limited benefit from the current standard-of-care regimen combining surgery, radiotherapy, and temozolomide. Overcoming chemoresistance therefore represents a critical unmet clinical need. Here, we investigate the anticancer potential of Succisa pratensis and its ability to enhance TMZ efficacy in GBM models. Treatment with S. pratensis markedly reduced cell proliferation and migration while significantly increasing sensitivity to TMZ. Integrated multi-omics analyses revealed extensive metabolic rewiring, characterized by suppression of central carbon metabolism and activation of stress-adaptive pathways. Mechanistically, we identify the Pregnane X Receptor, a key regulator of drug metabolism and chemoresistance, as a central node affected by treatment. Although S. pratensis increased PXR expression, this was not accompanied by induction of canonical downstream targets, including MDR1 and ALDH1A1, indicating a functional impairment of PXR transcriptional activity. Consistently, pharmacological inhibition of PXR using the antagonist SPA70 further potentiated the cytotoxic effects of S. pratensis and TMZ. Docking analyses suggest that specific secondary metabolites, including apigenin-derived compounds, may interact with the PXR ligand-binding domain, providing a potential molecular basis for this effect. Collectively, our findings indicate that S. pratensis enhances TMZ efficacy by inducing metabolic vulnerability and functionally impairing PXR signaling. These results highlight the therapeutic potential of plant-derived metabolites as adjuvant strategies to overcome chemoresistance in glioblastoma. Article HighlightsO_LISuccisa pratensis enhances temozolomide efficacy in glioblastoma by reducing proliferation, migration, and clonogenic growth. C_LIO_LIIntegrated proteomic and metabolomic analyses reveal extensive metabolic rewiring, with suppression of central carbon metabolism and induction of stress-adaptive pathways. C_LIO_LIPregnane X Receptor (PXR), a key regulator of chemoresistance, is functionally impaired despite increased expression, resulting in reduced activation of drug-resistance genes. C_LIO_LIPharmacological inhibition of PXR further potentiates the antitumor effects of Succisa pratensis and temozolomide, promoting apoptotic cell death. C_LIO_LIApigenin-derived metabolites show high affinity for the PXR ligand-binding domain and emerge as promising candidates to overcome temozolomide resistance in glioblastoma. C_LI

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Single-cell transcriptomics reveals chondrocyte state transitions and ECM remodeling in osteoarthritic knee cartilage

Bo, Z.; Xu, H.; Liang, Y.

2026-06-29 bioinformatics 10.64898/2026.06.24.734199 medRxiv
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BackgroundOsteoarthritis cartilage contains heterogeneous chondrocyte states, but molecular programs linked to state transitions within human cartilage remain incompletely resolved using public single-cell data. MethodsA retrospective reanalysis was conducted of a public human knee cartilage single-cell RNA sequencing dataset (GSE255460) including 8 osteoarthritis donors and 3 non-osteoarthritis donors (19 samples). Cells underwent sample-wise quality control and doublet removal, followed by batch-corrected clustering, chondrocyte subclustering with marker-based annotation, and trajectory inference using Slingshot. Regulatory chondrocytes were prioritized for osteoarthritis versus control differential expression, with downstream Gene Ontology/KEGG enrichment (Benjamini-Hochberg false discovery rate <0.05) and protein-protein interaction network hub screening. ResultsAfter quality control, 27,036 cells were retained. Chondrocytes formed multiple transcriptional states with branching-like continuous relationships, and regulatory chondrocytes localized near the main manifold and adjacent to multiple inferred branches, consistent with a transition-adjacent state. In regulatory chondrocytes, osteoarthritis versus control differential expression was enriched for collagen-containing extracellular matrix and extracellular matrix organization, endoplasmic reticulum lumen-associated secretory/proteostasis processes, cell-matrix adhesion (including focal adhesion), and transforming growth factor beta/SMAD-related signaling. Protein-protein interaction analysis of regulatory-chondrocyte differential genes identified five high-connectivity hub genes: COL5A1, COL5A2, COL6A1, COL1A2, and COL3A1. ConclusionThis public-dataset reanalysis supports a transition-adjacent regulatory chondrocyte program in osteoarthritis characterized by coordinated extracellular matrix remodeling with concurrent secretory/proteostasis and adhesion-transforming growth factor beta signatures, nominating collagen-network hubs as candidates for downstream validation.

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Identification of Altered Potassium Channels for Drug Repurposing in Long COVID Patients

George, J. P.; Gaikwad, K. B.; Sharma, J.

2026-06-19 bioinformatics 10.64898/2026.06.18.733062 medRxiv
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Long COVID (LC) is a complex condition characterized by persistent, chronic multisystem manifestations, with a significant proportion of patients exhibiting neurological symptoms. Human ion channels (HICs), particularly potassium channels, are abundantly expressed in the nervous system and linked to key metabolic processes, making them potential candidates for understanding LC pathophysiology and drug repurposing. Meta-analysis of RNA-Seq datasets from COVID-19 recovered and LC patients was performed to identify altered HICs in LC. Differential gene expression analysis, functional enrichment analysis, and weighted gene co-expression network analysis (WGCNA) were performed to uncover key genes, pathways, and co-expression modules consisting of HICs, lipid metabolism-, and immune signaling-related genes. Drug-gene interaction analysis was performed to identify approved drugs targeting potential HICs. A total of 715 dysregulated genes, including eighteen HICs were identified, among which seven were potassium channels. Three significant modules containing HICs, lipid metabolism-, and immune signaling-related genes were identified and found to be associated with antigen processing and presentation, complement and coagulation cascades, and cytokine-related pathways. Approved drugs targeting KCNA6, KCNJ10, KCNN3, and KCNH4 were identified. With further experimental validation, these dysregulated potassium channels, supported by their co-expression networks and pathway associations, may act as potential candidates for drug repurposing in LC patients.

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Exogenous thymosin β4 enhances liver regeneration

Li, X.

2026-06-26 pathology 10.64898/2026.06.22.733089 medRxiv
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Thymosin {beta}4 (T{beta}4) is a conserved acidic polypeptide with 43-amino acids participating in multiple pathophysiological processes. In this study in vivo effects of T{beta}4 on liver regeneration are investigated in carbon-tetrachloride (CCL4) induced rodent animal liver jury models. Results illustrate that exogenous T{beta}4 treatment significantly reduced CCL4-rendered liver necrosis around central vein. At 48 hours after CCL4 insults hepatocytes proliferation occur mainly around the periportal area, while hepatocytes proliferation around the necrosis area is prominently increased by exogenous T{beta}4 treatment. The holistic proliferation level of liver tissues are also enhanced by exogenous T{beta}4. Hepatocyte proliferation activities negatively correlate with the necrosis extent of the liver tissue. These results suggested firstly exogenous T{beta}4 treatment could enhance liver regeneration and exhibit prosperous potential for application in clinical conditions such as liver transplantation.

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Immunoinformatics-Guided Design and In Silico Evaluation of a Multi-Epitope Vaccine Against Influenza A H10N5 and H3N2 Strains Based on Hemagglutinin and Neuraminidase Proteins

Shabbir, M. Z.; Kumar, P.; Rehman, M. A. U.; Kumar, J.; Urooj, U.; Batool, S. I.; Sourav, C.; Ghazanfar, R.; Nagari, Z.; Hameed, D.; Wahid, A.; Atique, A.; Siddique, M. D.

2026-07-08 bioinformatics 10.64898/2026.07.03.736294 medRxiv
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Influenza A viruses H3N2 and H10N5 represent, respectively, a persistently dominant seasonal pathogen and a newly documented zoonotic threat with the latter strain variants responsible for the first confirmed human fatality in January 2024, yet no vaccine platform currently addresses co-protection against both subtypes within a unified immunogen. We report here the immunoinformatics based vaccine design and multi-layered computational validation of a 419-amino-acid multi-epitope subunit vaccine construct targeting conserved hemagglutinin (HA) and neuraminidase (NA) antigens identified through multiple sequence alignment of the avian H10N5 (A/swine/Hubei/10/2008) and H3N2 human reference strain sequences to identify viral agents undergoing mammalian adaptations. Linear B-cell, cytotoxic T lymphocyte (CTL), and helper T lymphocyte (HTL) epitopes were predicted using ABCpred, BCEpred, BepiPred 2.0, NetMHCpan 2.1, and NetMHCpan 4.0, then filtered through VaxiJen 3.0, AllerTOP v2.1, and ToxinPred to retain only antigenic, non-allergenic, non-toxic candidates. The final construct, incorporating an avian {beta}-defensin N-terminal adjuvant with GPGPG, AAY, and EAAAK linkers, exhibited a molecular weight of 43.9 kDa, instability index of 31.15, and SOLPro solubility probability of 0.763. Tertiary structure modeling via I-TASSER and GalaxyRefine achieved 84.4% Ramachandran-favored residues. Molecular docking against TLR3 and TLR7 yielded binding free energies of -16.1 and -16.8 kcal/mol with picomolar dissociation constants. Molecular dynamics simulations confirmed complex stability over extended trajectories. Furthermore, codon optimization produced a Codon Adaptation Index of 1.0 for E. coli K12 expression. In silico immune simulation demonstrated robust activation of humoral and cellular immunity including elevated IgG1, IgM, IFN-{gamma}, IL-2, rapid NK cell expansion, and broad B-cell clonal diversity. These findings establish a computationally validated candidate capable of providing protection against influenza in multiple host organisms, warranting experimental advancement.

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Transfer learning reveals species-specific olfactory preferences in Diptera and informs pest management strategies

Zhang, Y.; Xu, L.; Gao, C.; Zhang, T.; Duan, S.; Yin, Y.; Yang, X.; Sun, Q.; Qin, X.; Li, G.; Xu, C.; Jiang, H.; LU, H.-M.

2026-07-06 bioinformatics 10.64898/2026.07.03.736362 medRxiv
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The interaction between volatile organic compounds (VOCs) and odorant receptors (ORs), termed VOI, constitutes the molecular basis for species to recognize chemical information in the environment. Characterization of subtle differences in VOI relationships among closely related species is crucial for understanding the rapid evolution of ORs and for identifying species-specific chemical cues relevant to pest management. However, progress in this field has been constrained by both the scarcity of experimental data and limitations in computational prediction accuracy. To address this, we developed a virtual screening-enhanced transfer learning strategy that integrates large-scale molecular docking data with sparse functional experimental data. The resulting VOI prediction model was validated through functional experiments on the pest species Bactrocera dorsalis, demonstrating its cross-species predictive capacity. Using this model, we investigated the relationship between ecological niches and olfactory sensitivity in Diptera insects from multiple perspectives, with an emphasis on patterns that may inform pest behavioral research. The model's predictive reliability was further supported by its consistency with known olfactory trends: it recapitulated the preferential responses of fruit flies and mosquitoes to esters and aromatics, respectively, and reproduced the previously reported negative correlation between olfactory and visual capacities in Drosophila. As a proof-of-concept application, we compared hematophagous and non-hematophagous mosquitoes, revealing overlapping chemical spaces but distinct patterns in their specifically recognized compounds. This study provides a reliable VOI prediction framework that reveals species-level olfactory preference patterns in Diptera, offering a computational pipeline to accelerate the discovery of behaviorally active compounds for species-specific pest monitoring and control.

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Abbapolin inhibitors of the PLK1 PBD as Prostate Cancer Therapeutics, in vivo activity and synergy with androgen therapy

Merhej, G.; Ramamoorthy, G.; Chapagai, D.; Farahani, M. E.; Kong, Y.; Rao, C. N.; Stafford, J.; Mack, Z. T.; Socia, C.; Kumari, S.; Hogan, K.; Jani, N.; Pena, M. M.; Nurmemmedov, E.; Babic, I.; Chen, M.; Liu, X.; Wyatt, M. D.; McInnes, C.

2026-07-09 cancer biology 10.64898/2026.07.02.736204 medRxiv
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Polo-like kinase 1 (PLK1), a key regulatory protein controlling entry into and passage through mitosis, has been targeted through its kinase domain (KD) with mixed clinical success. Inhibition through the Polo-box domain (PBD) is a viable alternative through targeting the sub-cellular localization and kinase activity of PLK1. Novel non-peptidic compounds, termed abbapolins, were discovered through the REPLACE strategy and have been lead optimized through structure-based strategies and screening analogs in the NCI-60 tumor cell panel. Proteomic analysis revealed a correlation between abbapolin activity and PLK1 protein levels in the cell lines part of the NCI-60. Prostate cell lines were identified as among the most sensitive and led to further detailed studies of their activity in prostate cancer models. Compounds were evaluated for their pharmacokinetic properties, and in vivo efficacy, and results showed significant antitumor xenograft activity with no observable gross toxicity. Treated tumors were analyzed for loss of PLK1, which was previously shown to be induced by abbapolin binding. Results obtained showed a significant degradation of PLK1 in abbapolin-treated vs untreated tumors, thereby confirming on-target action in vivo and revealing PLK1 levels as a potential pharmacodynamic marker. Lead compounds were shown to sensitize PC tumors resistant to androgen deprivation therapy paving the way for future combination studies in vivo. These data provide an alternative pathway for effective PLK1 therapeutics that avoid the reported problems of molecules targeting the KD, in vivo proof-of-concept for the REPLACE strategy and validation for targeting the PBD as an anti-tumor drug development strategy.

10
Tracing the regulatory atlas of non-coding RNA in human labour

Magateshvaren Saras, M. A.; Ahmad, S.; Smith, R.; Mitra, M. K.; Tyagi, S.

2026-07-07 bioinformatics 10.64898/2026.07.06.736857 medRxiv
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The early onset of labour increases mortality and developmental risks for a human newborn. Key genes in human labour have been investigated using multiple modalities, but their regulation by non-coding RNA (e.g. lncRNA and miRNA) remains incomplete. This study explores the three-way relationship between labour-associated transcription factors (TFs), miRNA and lncRNA suggested by the competing endogenous RNA (ceRNA) hypothesis, to understand the underlying regulatory framework. Experimentally validated miRNA-lncRNA interactions are modelled using five distinct machine learning (ML) architectures to predict 20469 labour-linked miRNA-lncRNA interactions. Known mRNA-ncRNA interactions from databases were included to construct a tripartite network, and a subset of 9989 labour-linked network motifs containing TFs were isolated and analysed. Gene enrichment of nodes in TF-lncRNA-miRNA network, as well as validation from public myometrial datasets indicate high significance in contractile pathways including immune signalling. Experimentally unconfirmed tripartite network motifs have been found, and we elaborate on their potential regulation in labour using 8 TF-lncRNA-miRNA network motifs. A unified ncRNA-TF regulatory atlas in labour has been synthesized, and a complete summary of the tripartite network motifs can be accessed and visualised using the user-friendly, public database.

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Gene regulatory co-expression networks decipher potential lncRNA-miRNA-mRNA interactions modulating transcription regulation in neurodegeneration

Venkatesan, A.; Sinha, P.; Basak, J.; Bahadur, R.

2026-07-08 bioinformatics 10.64898/2026.07.03.736295 medRxiv
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Neurodegenerative diseases are complex disorders characterised by progressive neuronal loss and widespread transcriptomic dysregulation; however, the coordinated interactions among coding and non-coding RNAs that contribute to disease progression remain incompletely understood. In this study, RNA-seq datasets from disease-relevant neuronal populations and brain regions representing Alzheimer's disease (AD), Parkinson's disease (PD) and amyotrophic lateral sclerosis (ALS) were analysed using an integrative network-based framework. Differential expression analysis coupled with weighted gene co-expression network analysis identified modules significantly correlated with disease and prioritised highly connected hub genes. Integration of these hub genes with curated RNA interaction database enabled the construction of candidate lncRNA-miRNA-mRNA regulatory networks. Functional enrichment analysis revealed Gene Ontology biological processes associated with synaptic signalling, mitochondrial function, RNA metabolism and neuroinflammatory responses across neurodegenerative conditions. The inferred regulatory networks suggested both disease-specific and shared post-transcriptional regulatory modules involving key hub genes and non-coding RNAs. Additionally, putative sequence variants were identified within untranslated regions of selected hub genes, suggesting potential alterations in miRNA-mediated regulations. Therefore, this study provides a systems-level view of transcriptomic dysregulation across major neurodegenerative diseases and identifies candidate regulatory interactions and molecular targets for future functional investigation

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Protein expression level of P2RY12 correlates with survival in Non-Small Cell Lung Cancer and exhibits diagnostic potential for Squamous Cell Carcinomas of the Lung

Kuempers, C.; Roettger, H.; Jagomast, T.; Emken, L.; Heidel, C.; Paulsen, F.-O.; Tuecking, T.; Kirfel, J.; Droemann, D.; Bohnet, S.; Schweigert, M.; Reck, M.; Olchers, T.; von Weihe, S.; Meidl, V.; Nitschkowski, D.; Goldmann, T.

2026-06-17 pathology 10.64898/2026.06.13.732072 medRxiv
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P2Y12 receptor (P2RY12), mainly expressed on platelets, is known for its central role in hemostasis. P2RY12 activation is also involved in cancer development through platelet adhesion to cancer cells supporting immune-evasion, promoting tumor angiogenesis and metastasis, among others. P2RY12 is known as an actionable target, and P2RY12 antagonists are in clinical use for cardiovascular diseases. However, very little data are available regarding the protein expression of P2RY12 in lung carcinomas. We performed immunohistochemical staining for P2RY12 in a cohort of non-small cell lung cancer (NSCLC) samples comprising 320 adenocarcinomas (LUAD) and 158 squamous cell carcinomas (LUSC). Results were evaluated using a dual approach combining microscopic assessment and digital image analysis (QuPath). Results were correlated with clinical-pathological data. We found significantly higher P2RY12 protein expression in LUSC compared to LUAD (p<0.001) via eyeballing (absent/low expression in 21.7% (34/158) and moderate/high expression in 78.3% (124/158) of LUSC cases versus absent/low expression in 98.4% (315/320) and moderate/high expression in 1.6% (5/320) of LUAD cases). Digital analysis yielded similar results. High P2RY12 expression was associated with a significantly better 5-year overall survival rate for the entire cohort (p=0.0048) as well as for the LUAD (p=0.015) and LUSC (p=0.05) subgroups. Furthermore, P2RY12 showed excellent discriminatory performance for classifying carcinomas as LUAD or LUSC, with an AUC of 0.916 in ROC-analysis. High P2RY12 expression is linked to a better prognosis and might serve as a promising novel prognostic biomarker for NSCLC. Its assessment could be implemented in future routine diagnostic workup. At the same time, the data suggest that P2RY12 could also serve as a diagnostic marker for LUSC.

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OracleScreen-LILRB4: Machine Learning-Guided Discovery of Myeloid Immune Checkpoint Binders Validated in Patient-Derived Cells

Abdel-Rahman, S.; Gabr, M.

2026-06-21 bioinformatics 10.64898/2026.06.17.732859 medRxiv
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The identification of small molecule modulators of immune checkpoint proteins remains a significant challenge in drug discovery due to the flat, featureless nature of protein-protein interaction interfaces and the characteristically low hit rates observed in conventional high-throughput screening campaigns. Here we report OracleScreen-LILRB4, an ensemble machine learning framework trained on quantitative biophysical screening data from two structurally diverse compound libraries (19,800 compounds total) screened against the myeloid immune checkpoint leukocyte immunoglobulin-like receptor B4 (LILRB4/ILT3). By formulating binding prediction as a regression task targeting continuous {Delta}Fnorm values rather than binary hit classifications, OracleScreen-LILRB4 achieved a mean Spearman R of 0.61 and ROC-AUC of 0.86 under scaffold-aware cross-validation. Prospective virtual screening of a 45,760-member compound library and experimental validation of the top 200 predictions yielded a 28.5% hit rate, representing a 15.0-fold enrichment over baseline, with 16 compounds demonstrating nanomolar-affinity LILRB4 (ILT3) engagement. Lead compounds ORS-22 and ORS-14 restored anti-tumor immune activity across patient-derived colorectal cancer and acute myeloid leukemia co-culture systems, reversing SCG2-mediated immunosuppression and recovering cytotoxic T-cell function. These findings establish OracleScreen-LILRB4 as an effective computational framework for accelerating small molecule discovery against non-enzymatic immune checkpoint targets. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=99 SRC="FIGDIR/small/732859v1_ufig1.gif" ALT="Figure 1"> View larger version (48K): org.highwire.dtl.DTLVardef@1ef70a9org.highwire.dtl.DTLVardef@cd976dorg.highwire.dtl.DTLVardef@1907ebforg.highwire.dtl.DTLVardef@1716aec_HPS_FORMAT_FIGEXP M_FIG C_FIG

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Mobile DNA Activity in Parkinson's Disease: A Locus-Specific View of Endogenous Retroviruses

Banda-Arnold, E. T.; Venuto, C. S.; Crandall, K. A.

2026-07-03 bioinformatics 10.64898/2026.07.03.736370 medRxiv
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Human endogenous retroviruses (HERVs) are mobile genetic sequences derived from ancient retroviral infections. While typically silenced, their reactivation has been implicated in gene dysregulation, aging, and immune-related transcriptional pathogenesis of some neurodegenerative diseases. Parkinson's disease (PD) is the second most common neurodegenerative disorder, yet its etiology and HERV reactivation remain poorly understood. This study investigates locus-specific HERV expression in early-stage PD, including genetic and non-genetic cases (all PD), idiopathic PD without a known genetic cause (iPD), and PD driven by leucine-rich repeat kinase 2 mutations (LRRK2 PD). We analyzed RNA-seq whole-blood samples from 492 individuals (358 all PD, 256 were iPD, 63 LRRK2 PD, and 134 healthy controls (HC)). We identified 20 significantly dysregulated HERV loci in all PD versus HC. Five HERV loci were shared with iPD analysis, and one HERV locus was shared with LRRK2 PD. Notably, these shared loci included HERV-H and ERVLE elements, indicating robust disease-associated retroviral signals independent of disease subtype. We found that genes proximal to these HERVs revealed pathways implicated in PD pathogenesis. Immune cell deconvolution showed increased neutrophil abundance and decreased resting CD4+ memory T cells proportions across the PD cohorts when compared to HC, consistent with neutrophil-lymphocyte ratio observed in previous peripheral immunity studies. Transcriptomic HERV alterations are present in whole blood across PD populations and are associated with dysregulation of fundamental cellular pathways and peripheral immune remodeling. Our findings motivate experimental validation of locus-specific HERV expression as a candidate blood-based signature with potential to inform PD neuroinflammatory and neurodegenerative processes.

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A comprehensive analysis of calreticulin mutants reveals distinct biophysicochemical proprieties with a potential for refined targeted therapies

Kurt, O. N.; Civelek, E.; Ozturk, B.; Chachoua, I.

2026-06-24 bioinformatics 10.64898/2026.06.19.733337 medRxiv
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Calreticulin mutations in myeloproliferative neoplasms result in the replacement of the C-terminus acidic sequence with a positively charged tail that causes pathological activation of the thrombopoietin. The two canonical variants are Type-1 and Type-2. The remaining are mainly classified as Type-1 or Type-2 like based on the wild type sequence retained. Here, we performed in silico biophysicochemical analyses of 76 CALR exon 9 frameshift variants by their sequence and predicted biophysical properties, complemented by structural modeling of the mutant homodimers. Beyond confirming the Type-1 versus Type-2 distinction, we found that the Type 1-like variants form a continuum of charge architecture along which two reproducible subgroups can be identified, rather than sharply separated classes. This work refines the conventional mechanism-based classification into a charge-resolved framework and provides testable hypotheses linking novel-tail chemistry to receptor activation in CALR-mutant neoplasms and paves the way for improved targeted therapies based on individual mutants characteristics

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Host-related concordance of TAC/SARIFA in colorectal double and triple carcinomas suggests patient-specific metabolic reprogramming

Farfan Lopez, F. J.; Wiegering, A.; Maerkl, B.; Waidhauser, J.; Krebs, M.; Grosser, B.; Reitsam, N. G.; Probst, A.; Matthias Schrempf, M.; Schenkirsch, G.; Rosenwald, A.; Kurz, F.

2026-07-13 pathology 10.64898/2026.07.12.26357852 medRxiv
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Introduction. TAC/SARIFA has been introduced as a new robust and easy-to-evaluate biomarker in several cancer entities, including colorectal cancer. It is defined by direct contact between at least five tumour cells and one adipocyte and is believed to indicate metabolic reprogramming associated with adverse outcome. However, the mechanism that leads to TAC/SARIFA positivity remains unclear. To investigate whether there is an individual component, we conducted a study on double and triple cancers, establishing a within patient design. Methods. We retrospectively analysed a total of 135 cases with 276 colorectal cancers from two academic medical centres. The TAC/SARIFA status was evaluated, as were the basic histopathological factors. The median follow-up time was 120 months. Results. Cases with any TAC/SARIFA positive tumours showed significantly reduced overall survival (62 vs. 88 months; p = 0.011). Analysing the entire cohort, the rates of concordant and discordant cases followed a random distribution. However, restricting the analysis to synchronous pT3/4 cases revealed a significant deviation from a random distribution (p = 0.016). Conclusion. This study reveals significant concordance of TAC/SARIFA status in synchronous locally advanced colorectal double/triple carcinomas, supporting the concept that tumour adipocyte interaction reflects a host related microenvironmental condition linked to metabolic reprogramming rather than a purely tumour intrinsic event.

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Metabolic Rewiring in Triple-Negative Breast Cancer: Systems Analysis of TCGA-BRCA Transcriptome Reveals Prognostic Hub Genes

Chandrasekar, S.

2026-07-09 bioinformatics 10.64898/2026.07.06.736674 medRxiv
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Triple Negative Breast Cancer (TNBC) is the deadliest and most aggressive subtype of breast cancer, with poor prognosis and high rates of metastasis. Despite knowledge of metabolic rewiring in TNBC, the systems-level coordination of these adaptive pathways remains unmapped. This integrative systems-level analysis reveals key metabolic hub genes and identifies ATP1A2 as a significant prognostic marker. Analysis identified 764 differentially expressed genes, with 89 enriched biological processes predominantly involving metabolic pathways. Co-expression network analysis of 261 genes identified metabolic hub genes including LEP, ADIPOQ, and ATP1A2. To evaluate the prognostic framework, survival analysis of the top 10 hubs was performed on synthetic survival data, revealing ATP1A2 as a significant marker (p = 0.03) under Cox regression, with elevated expression associating with altered survival outcomes. By systematically mapping metabolic rewiring in TNBC, this work identifies ATP1A2 as an actionable therapeutic target and establishes a systems-level framework for rational drug discovery and patient stratification in this aggressive malignancy.

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TMPRSS2 regulates ACE2 trafficking and shedding

Qiu, Y.; Popova, E.; Popp, O.; Mertins, P.; Nickl, B.; Qadri, F.; Bader, M.

2026-06-18 biochemistry 10.64898/2026.06.17.732908 medRxiv
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Angiotensin-converting enzyme 2 (ACE2) functions as the receptor for the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The virus utilizes the cellular endocytic machinery for entry by binding to defined residues on ACE2 with its spike protein (S protein), whose activation requires a priming process by another transmembrane protease, the transmembrane protease serine 2 (TMPRSS2). In addition, ACE2 itself is cleaved by TMPRSS2, which has been shown to be critical for viral pathology. This study aimed to elucidate the relationship between ACE2 and TMPRSS2 and the mechanism of ACE2 processing under normal cellular conditions. It is shown that interaction of ACE2 with TMPRSS2 results in altered processing, modification and cellular localization. Glycosylation of ACE2 has a major impact on TMPRSS2 interaction, trafficking and shedding of the enzyme. Studies in newly generated TMPRSS2-knockout rats reveal increased ACE2 levels in tissues supporting an important role of TMPRSS2 in ACE2 shedding also in vivo.

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Structure-Based Immunoinformatics Design of a CTB-Adjuvanted Multi-Epitope Mucosal Vaccine Against Helicobacter pylori

Veisi, R.; Mohsenzadeh, A.; Hadi, N.; Armand, R.

2026-06-18 bioinformatics 10.64898/2026.06.16.732557 medRxiv
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BackgroundHelicobacter pylori coloniz the gastric mucosa of nearly half of the global population and is classified as a Group I carcinogen by the World Health Organization due to its strong association with gastric cancer. The growing prevalence of antibiotic-resistant H. pylori strains significantly compromises current therapeutic strategies, emphasizing the urgent need for effective prophylactic approaches. Research design and methodsIn this study, a novel multi-epitope vaccine was designed targeting H. pylori, incorporating epitopes from four key virulence proteins: BabB, SabB, SabA, and VacA. Using an immunoinformatics-guided structural vaccinology approach, B- and T-cell epitopes were predicted, prioritized based on immunogenicity, conservation, population coverage, and non-homology to human proteins, and assembled into the final vaccine construct. To enhance immunogenicity and specifically stimulate mucosal immune responses, the cholera toxin B subunit (CTB) was fused at the N-terminal via an EAAAK linker, a novel application in H. pylori multi-epitope vaccines. The PADRE universal epitope and additional linkers were incorporated to optimize epitope presentation and helper T-cell activation. ResultsComprehensive evaluations of physicochemical, antigenic, allergenic, and toxic properties were conducted, followed by secondary and tertiary structure modeling, refinement, and validation. Conformational B-cell epitopes were mapped, and molecular docking, binding affinity analysis, energy minimization, and molecular dynamics simulations confirmed structural stability and re-ceptor interactions. Codon optimization and in silico cloning predicted efficient expression in Escherichia coli, while immune simulations suggested robust humoral and cellular responses. ConclusionsThis study presents a promising multi-epitope vaccine candidate against H. pylori, offering a rational framework for future experimental validation and potential clinical application.

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TRIM52 downregulates IFN-β production by targeting TBK1 for proteasome degradation.

Qin, Q.; Zheng, C.

2026-06-30 immunology 10.64898/2026.06.24.734385 medRxiv
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The IFN-I (type I interferon) signaling pathway is the first line of defence against foreign pathogens. Stringent control of signalling pathways is necessary to maintain host immune responses and homeostasis. However, the underlying mechanism for its tight regulation is yet completely understood. In this study, we demonstrated that the TRIM family protein tripartite motif-containing 52 (TRIM52) is a novel negative regulator of IFN-{beta} production. Ectopically expressed TRIM52 markedly inhibited the activation of the IFN-{beta} promoter by ectopic expression of cGAS/STING, RIG-IN, or TRIF, MAVS, STING, and TBK1 but not by IRF3/5D, indicating that TRIM52 targets TBK1. TRIM52 also significantly inhibited the IFN-{beta}, ISG54, and ISG56 production, the dimerization of IRF3 and the nuclear localization of IRF3-YFP induced by ectopic expression of TBK1. Co-immunoprecipitation experiment revealed that TRIM52 specifically interacted with TBK1. Furthermore, the TBK1 protein, but not its mRNA, decreased considerably with increasing expression of TRIM52, and TRIM52 did not decrease the expression of the cGAS, STING, or IRF3 proteins. In addition, proteasome inhibitor MG-132 blocked the reduced TBK1 induced by TRIM52, indicating that TRIM52 caused TBK1 degradation via the proteasome pathway. Co-IP and ubiquitination assays demonstrated that TRIM52 promotion of K48-linked ubiquitination of TBK1, which depends on its E3 ubiquitin ligase. Collectively, our findings identify a previously unrecognized role of TRIM52 in regulating the IFN-I signalling pathway through targeting TBK1 for polyubiquitination and degradation.