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Protein & Cell

Oxford University Press (OUP)

Preprints posted in the last 30 days, ranked by how well they match Protein & Cell's content profile, based on 25 papers previously published here. The average preprint has a 0.02% match score for this journal, so anything above that is already an above-average fit.

1
NLR from soybean Rsv1 locus confers broad-spectrum resistance to soybean mosaic virus G1-G7 strains by recognizing viral P3 protein

Zhao, H.; Gou, B.; Liao, J.; Zhao, Y.; Yang, T.; Huang, P.; Zhu, Y.; Tie, Y.; Wang, M.; Gao, L.; Li, K.; Zhi, H.; Cui, X.; Chen, X.; Xu, Y.; Duan, K.; Wang, Y.; Tao, X.

2026-07-09 plant biology 10.64898/2026.06.29.735421 medRxiv
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Nucleotide-binding leucine-rich repeat (NLR) immune receptor genes are of significant value in disease resistance breeding and the control of viral diseases. Soybean mosaic virus (SMV) poses a serious threat to soybean production and the Rsv1 locus in soybean cultivar Suweon 97 confers broad-spectrum resistance against SMV strains G1 to G7; however, this locus harbors no fewer than 18 NLR genes, and thus the broad-spectrum antiviral mechanisms underlying the Rsv1 locus remain poorly understood to date. Here, we established a rapid and highly efficient screening system for cloning NLR genes from soybean Rsv1 locus and identified a broad-spectrum antiviral NLR gene 13g184900 from this highly complicated locus. The NLR encoded by 13g184900 can recognize viral P3 protein from all SMV strains (G1-G7) and another potyvirus Bean common mosaic virus (BCMV). The coiled-coil (CC) domain of this NLR directly interacts with viral P3 protein. Additionally, we showed that this NLR originated from wild soybean accession in East China and has been introduced into several soybean cultivars during domestication. Collectively, we developed a high-throughput screening system for identifying NLR genes in soybean and our study provides new mechanistic perspective on how the Rsv1 locus mediates the broad-spectrum resistance to all SMV G1-G7 strains.

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Expanding genetic code to generate human brain organoids with both vasculature and microglia

Lin, H.; Wang, Y.; Du, H.; Qin, Y.; Zhang, H.; Wang, P.; Wei, L.; Qin, j.

2026-07-10 bioengineering 10.64898/2026.07.08.737383 medRxiv
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Brain organoids offer an invaluable model system for studying human brain development and disease. However, the establishment of high-fidelity brain organoids with multiple cell lineages including vasculature and immune cells remains a huge challenge. Here, we present a new strategy to generate human cerebral organoids with vasculature and microglia-like cells using genetic code expansion technology (GCE-T) via site-specific protein engineering. The strategy integrates orthogonal genetic translation machinery in hPSCs via PiggyBac transposon system, enabling temporally control of ETV2 expression and endothelial differentiation in hPSC-derived cerebral organoids. The vascularized human cerebral organoids (vhCOs) exhibit coordinated development of multiple cell lineages and blood-brain barrier (BBB) features. Moreover, vhCOs form perfusable vascular network after transplanted in the immune-deficient mice. Single-nucleus RNA sequencing reveals enhanced neurovascular interactions, multi-brain-regional identities, diverse neuronal subtypes and specialized endothelial subclusters in vhCOs, closely resembling human fetal brain. Strikingly, we identify enriched microglia-like cells comprising three distinct subtypes in vhCOs, which contribute to microglia-vascular interactions and synergistically modulate vascular development. Upon Zika virus (ZIKV) infection, vhCOs show neurovascular dysfunction and impaired microglia development, offering new insights into viral-induced neurodevelopmental disorders. This study offers a unique platform for producing more valuable brain organoids with vasculature and immune components, opening a new avenue to advance organoid research and applications.

3
Lactylation of Influenza Virus Polymerase Acidic Protein Promotes Viral Replication and Pathogenicity

Tu, S.; Du, Y.; Liang, W.; Xu, X.; Zou, J.; Yang, Y.; Xiong, C.; Li, Y.; Jiang, M.; Ouyang, A.; Chen, T.; Jin, M.; Chen, H.; Zhou, H.

2026-07-10 microbiology 10.64898/2026.07.10.737663 medRxiv
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Influenza virus poses a potential risk of triggering the next global pandemic. In-depth investigation into the mechanisms underlying influenza virus replication and pathogenicity will provide robust support for controlling influenza virus infection. Although post-translational modifications are known to regulate viral infection, the role of lactylation in influenza virus replication remains elusive. In this study, influenza virus ribonucleoprotein complex subunits are found to be lactylated. Specifically, ATAT1 promotes viral polymerase acidic protein (PA) lactylation and enhances viral replication. In contrast, SIRT1 mediates de-lactylation of PA and exerts an inhibitory effect on viral replication. Further investigations reveal lactylation of PA at residues K605 and K609 is essential for viral replication and pathogenicity. Mechanistically, PA K605/609 residues are localized at the interaction interface of the ANP32-mediated polymerase asymmetric dimer; mutation at these residues inhibits polymerase asymmetric dimerization, thereby impairing RNA production during viral genome replication. Collectively, this study uncovers a novel mechanism by which influenza virus hijacks host enzymes to mediate PA lactylation, and expands the molecular regulatory network of influenza virus infection.

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Discovery of non-nucleoside inhibitors of the enterovirus D68 3D polymerase through crystallographic fragment and high-throughput biochemical screening

Biswas, I.; Wang, Q.; McCann, J. T.; Tchesnokov, E. P.; Nguyen, L.; Saini, M.; Cantero, J.; Revalde, J. L.; Gotte, M.; Renslo, A.; Neitz, R. J.; Arkin, M. R.; Arnold, E.; Ruiz, F. X.

2026-07-10 biophysics 10.64898/2026.07.09.737532 medRxiv
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Enterovirus D68 (EV-D68) is a non-polio picornavirus that has caused increasing rates of severe respiratory illness and acute flaccid myelitis in children worldwide this century. There are no approved vaccines or antivirals for EV-D68. Thus, we conducted a crystallographic fragment screening (CFS) and a high-throughput screening (HTS) biochemical assay against the EV-D68 RNA-dependent RNA polymerase 3D (3Dpol) to identify ligandable sites and non-nucleoside compounds that can spearhead anti-enteroviral drug discovery. The CFS, involving 650 fragments, identified 68 hit compounds (~10% hit rate) distributed across 3Dpol, including the functionally relevant sites RNA template channel, Active site, and RNA primer channel, and the previously unknown "Thumb site II" and "Index-middle finger pocket". Inhibition assays confirmed that compounds binding to each site can inhibit EV-D68 3Dpol activity. The HTS, a fluorescence-based PicoGreen biochemical assay, permitted screening 50,000 compounds of the ChemBridge Premium Library (0.77% hit rate). After a second-round dose-response screening, we identified 5-aminoindazole as a promising scaffold that inhibits EV-D68 3Dpol, including hit-to-lead compound 727590, which displayed an IC50 value of 25 M and preliminary structure-activity relationships. These hits offer amenable starting points for discovery and development of non-nucleoside inhibitors and provide opportunities for structure-based drug design against enteroviruses. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=107 SRC="FIGDIR/small/737532v1_ufig1.gif" ALT="Figure 1"> View larger version (35K): org.highwire.dtl.DTLVardef@14a54a6org.highwire.dtl.DTLVardef@fb6621org.highwire.dtl.DTLVardef@ee2e2aorg.highwire.dtl.DTLVardef@118f91d_HPS_FORMAT_FIGEXP M_FIG Created with biorender.com and PyMOL Molecular Graphics System, version 2.5.0. Schrodinger, LLC. C_FIG

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An engineered IdeS variant with enhanced activity and performance for IgG degradation

Zhang, K.; Ma, W.; Wu, Z.; Ren, Z.; Chen, C.; Xia, Y.; He, D.; Yu, Z.; Niu, H.; Qin, J.; Gao, P.; Yang, W.; Dai, Y.; Li, X.; Dong, Z.; Wang, Y.; Dong, X.; Chen, C.; Wu, X. N.

2026-07-01 bioengineering 10.64898/2026.06.26.734701 medRxiv
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IgG-degrading enzymes have emerged as innovative therapeutic agents for treating conditions driven by pathogenic antibodies. Here, we used structure-guided rational design to engineer IdeSM33, a double mutant (K167R/D226E) of the IgG-specific bacterial protease IdeS from Streptococcus pyogenes, with improved catalytic efficiency. Biolayer interferometry revealed a fourfold increase in binding affinity relative to wild-type IdeS (IdeSWT). This enhancement is likely attributable to mutations that strengthen hydrogen bonding at the enzyme-IgG Fc interface. In vitro, IdeSM33 has higher performance than IdeSWT in cleaving serum IgG. In vivo studies in rabbits demonstrated that IdeSM33 effectively depleted circulating IgG and showed better performance at a dose of 0.005 mg/kg than the IdeSWT. Although doses greater than 0.2 mg/kg demonstrated higher plasma concentrations of IdeS and a larger AUC 0 to last, they did not show a significant enhancement in the pharmacodynamics of IgG degradation. Importantly, a single dose of IdeSM33 (0.2 mg/kg) potently degraded binding and neutralizing antibodies against AAV9 within 1-2 days and restored hepatic AAV9 transduction in pre-immunized animals. Together, these findings highlight IdeSM33 as a potent and safe engineered enzyme with therapeutic potential for autoimmune disorders, transplant rejection, and overcoming pre-existing humoral immunity in gene therapy.

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Human iPSC-derived liver organoids model multicellular tissue responses and therapeutic rescue in Wolman disease

Selvestrel, D.; Da Rodda, C.; Anfuso, B.; Laurent, M.; Antona, A.; Mattivi, A.; Velnati, S.; Hofmann, K.; Conti, L.; Bonazza, D.; Zanconati, F.; Mastronardi, M.; De Manzini, N.; Rosso, N.; Bertolio, R.; Marfoglia, A.; Tiribelli, C.; Manfredi, M.; Capello, D.; Drabent, P.; Fava, L. L.; Palmisano, S.; Del Sal, G.; Amendola, M.; Sorrentino, G.

2026-07-10 pathology 10.64898/2025.12.16.694623 medRxiv
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Wolman disease (WD), the severe infantile form of lysosomal acid lipase deficiency, is a rare metabolic disorder caused by inactivating mutations in the LIPA gene. Although WD is characterized by profound hepatic dysfunction, experimental human systems capable of modelling multicellular liver pathology and supporting therapeutic testing remain limited. Here, we generated an isogenic human model of WD by introducing LIPA loss-of-function mutations into induced pluripotent stem cells and differentiating them into multicellular human liver organoids (HLO). LIPA-deficient HLO preserved hepatic lineage specification while recapitulating key biochemical and cellular features of WD, including loss of LIPA activity, lysosomal expansion, lipid accumulation, and activation of inflammatory and fibrogenic programs. Single-cell RNA sequencing resolved cell-type-specific disease states across hepatocyte-, stromal-, and biliary-like populations, revealing the emergence of a reactive biliary program consistent with ductular reaction, a complex tissue response associated with chronic liver injury. Importantly, this reactive biliary phenotype was supported by targeted gene-expression analysis in WD liver organoids and independently validated in liver tissue from mouse models and WD patients. Isolated LIPA-deficient cholangiocyte organoids failed to reproduce the DR-associated program, indicating that this response depends on multicellular interactions within the hepatic microenvironment rather than on biliary cell-autonomous dysfunction alone. Consistently, hepatocyte-directed AAV-mediated restoration of LIPA expression attenuated metabolic stress, inflammatory and fibrogenic programs, and suppressed ductular reaction both in organoids and in vivo. Together, these findings establish multicellular human liver organoids as a physiologically relevant platform for modelling emergent tissue-level responses in WD and for evaluating therapeutic rescue strategies in a human context.

7
Engineering of CAR-less lentiviral vectors via ER retention-mediated CAR blockade

Ma, L.; Wang, J.; Huang, M.; Yao, M.; Yi, S.; Zhang, K.; Ma, X.; Sun, H. J.

2026-06-23 bioengineering 10.64898/2026.06.21.733647 medRxiv
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Chimeric antigen receptor (CAR)-T cell therapies have transformed the treatment of various tumor types by redirecting and activating T cells against tumor cells. However, CAR-T cell manufacturing approaches remain challenging and limit their widespread use in clinical settings. In vivo CAR-T therapy bypasses ex vivo cell manufacturing and patient preconditioning limitations; however, it faces a significant safety concern as CAR proteins on viral packaging cells are incorporated into budding virions, leading to off-target transduction of tumor cells. Here, we address this risk by developing the CAR-Less ER-Anchor Vector (CLEAN-V) system. By exploiting endoplasmic reticulum (ER) retention, CLEAN-V prevents the CAR protein from trafficking to the cell surface during viral packaging, thereby blocking its incorporation into the viral envelope. CLEAN-V particles exhibit near-complete loss of CAR-mediated tumor cell transduction. Furthermore, CLEAN-V integrates seamlessly into existing third-generation LVV workflows in four- or five-plasmid formats and generates CAR-T cells with preserved phenotypic and functional integrity. These results establish CLEAN-V as a robust platform for developing safe, targeted lentiviral vectors for in vivo CAR-T therapy.

8
AI-Driven Discovery and BSL-4 Validation of Cross-Filovirus Ebola-Marburg Inhibitors and their Synergistic Combinations

Martin, H.-J.; Scotti, M. T.; Jain, S.; McMullan, L.; Chatterjee, P.; Melo-Filho, C.; Caza, M.; Tropsha, A.; Lin, H.; Flint, M.; Lee, E. M.; Lo, M. K.; Zakharov, A. V.; Muratov, E.

2026-07-10 microbiology 10.64898/2026.07.09.737586 medRxiv
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Filovirus outbreaks caused by Ebola virus (EBOV) and Marburg virus (MARV), pose severe global health threats characterized by high rates of fatal hemorrhagic fever. While species-specific vaccines and therapeutic monoclonal antibodies are approved for Zaire ebolavirus, broadly-active therapeutics remain unavailable, leaving populations vulnerable to MARV and other pathogenic Ebola species, such as Bundibugyo (BDBV) and Sudan (SUDV) ebolaviruses. Here we report a computationally guided, infectious virus validated screening platform for the rapid discovery of broad-spectrum filovirus antivirals. By leveraging quantitative structure-activity relationship (QSAR) models, we screened 142,382 compounds in silico to prioritize 125 high-potential candidates. Subsequent dose-response and viability profiling identified 23 compounds exhibiting potent, low-micromolar pan-filovirus activity and favorable cytotoxicity profiles. Molecular docking indicates these compounds target conserved structural and functional domains--primarily the VP35 and L proteins--which may disrupt essential viral replication and immune antagonism. Furthermore, systematic combinatorial screening revealed three highly synergistic compound pairs, notably NCGC00113249-01 and NCGC00118008-01, demonstrating robust cross-species efficacy. By targeting conserved vulnerabilities across the filovirus family, this integrated in silico and in vitro pipeline provides a scalable framework to rapidly nominate and optimize synergistic therapeutic regimens against both endemic and emerging viral threats including BDBV. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=74 SRC="FIGDIR/small/737586v1_ufig1.gif" ALT="Figure 1"> View larger version (34K): org.highwire.dtl.DTLVardef@1251baorg.highwire.dtl.DTLVardef@b3a2feorg.highwire.dtl.DTLVardef@191d314org.highwire.dtl.DTLVardef@b8f710_HPS_FORMAT_FIGEXP M_FIG C_FIG

9
Structural characterization of human endogenous retrovirus integration and strand transfer inhibition

Barrena-Martin, A.; Fuertes, S.; Daza-Martin, M.; Abascal-Palacios, G.

2026-06-26 biophysics 10.64898/2026.06.24.734183 medRxiv
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Human endogenous retroviruses (hERVs) are remnants of ancestral retroviral infections that have shaped the human genome through their capacity to mobilize and retrotranspose. Among these, hERV-K (HML-2) remains the most recently active family and its dysregulation is strongly associated with diverse cancers and neurodegenerative pathologies, yet the structural basis of its integration remains poorly understood. Here, we combine activity assays with high-resolution cryo-electron microscopy to resolve the hERV-K integration machinery in three distinct states: asymmetric target-DNA engagement, strand transfer, and pharmacological inhibition. Our structures reveal a compact architecture defined by a unique organization of the outer integrase domains, which distinguishes hERV-K from other known retroviral intasomes. Biochemical validation confirms the catalytic competence of this compact tetrameric assembly, which relies on specialized polar motifs to optimize synaptic stability while retaining sensitivity to competitive antagonism by strand transfer inhibitors. Notably, beyond canonical restriction by Raltegravir, we discovered that the drug binding stabilizes an unanticipated, "closed" conformation not observed in previously characterized intasomes. Together, these findings elucidate the molecular mechanism of endogenous retroviral integration and provide a structural framework for rational therapeutic targeting of hERV-K-driven diseases.

10
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.

11
Structure-guided design of a CD81-binding mini-protein that blocks hepatitis C virus entry

Cho, H.-S.; An, S.; Jo, E.; Choi, H. S.; Kim, S. S.; Kim, D. W.; Yang, W.; Jang, S. K.; Park, K.-H. P.; Ha, S.-J.; Gho, Y. S.; Yang, S. W.; Kim, S.

2026-07-13 bioengineering 10.64898/2026.07.10.737702 medRxiv
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Despite the success of direct-acting antivirals, preventing hepatitis C virus (HCV) reinfection remains a critical global challenge. To address this, we leveraged deep learning-based de novo protein design to engineer mini-proteins targeting the large extracellular loop (LEL) of the HCV co-receptor CD81. These mini-proteins are predicted to precisely dock into CD81-LEL, occluding the critical binding interface required for the HCV E2 glycoprotein. Through biophysical screening, we identified mini-19, a lead candidate with sub-nanomolar affinity (KD = 0.5 nM) and high thermostability up to 95{degrees}C. Flow cytometry and super-resolution imaging confirmed that mini-19 specifically recognizes the native topology of CD81 on cells and extracellular vesicles. Functionally, mini-19 neutralized HCVcc infection (IC50 = 1.2 nM). Molecular dynamics simulations demonstrated that mini-19 acts as a structural clamp, restricting the fusogenic conformational plasticity of the receptor. By targeting a conserved host factor rather than the rapidly mutating viral envelope, mini-19 provides a high genetic barrier to resistance. Beyond offering a prophylactic strategy against HCV, our findings establish a stable biologic platform for targeting tetraspanin-enriched microdomains and modulating host-pathogen interactions.

12
Expression-linked promoter selection (ELiPS) engineers short, strong ubiquitous promoters for gene therapy applications

Oraskovich, S. V.; Lewis, K. K.; van Haasteren, J.; Lee, H.; Chu, E.; Schaffer, D.

2026-06-26 bioengineering 10.64898/2026.06.25.734611 medRxiv
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Adeno-associated virus (AAV)-based gene therapy has made steady progress towards efficient delivery to numerous target cell populations, yet the virus's 5 kb packaging limit remains a challenge for effective and in some cases cell-selective cargo expression. Here, we introduce Expression-Linked Promoter Selection (ELiPS), a high-throughput platform for generating and functionally screening >106 engineered, short promoter variants using an AAV expression platform. ELiPS relies on a Golden Gate cloning method to build random oligomers of selected transcription factor binding sites (TFBSs) upstream of a minimal promoter, GFP, and a unique 3' barcode. As a proof of concept, to engineer short (~250 bp), synthetic, ubiquitous promoters, we applied ELiPS to build two libraries composed of TFBSs for ubiquitously expressed transcription factors (TFs) and screened them via AAV-mediated transduction in vitro. This strategy identified promoters with expression surpassing human cytomegalovirus (CMV) and CAG in vitro, and one variant was capable of driving therapeutic expression of B-domain-deleted Factor VIII (BDDFVIII) in vivo at levels comparable to a liver-specific promoter benchmark. ELiPS thus establishes a scalable framework for promoter discovery, enabling the design of compact, ubiquitous or cell-selective expression cassettes that enable further precision and efficacy in AAV-based gene therapies.

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Human GPR174 deficiency drives polyclonal lymphoproliferative disease via defects in T cell function

Huang, Y.-H.; Arana, K.; Rachimi, S.; Tam, H.; Spegarova, J. S.; Engelhardt, K. R.; Griffin, H.; Mee, M.; Miano, M.; Raggi, F.; Grossi, A.; Rusmini, M.; Ceccherini, I.; Dell'Orso, G.; Ferro, J.; Giarratana, M. C.; Pillai, V.; Banka, S.; Garcez, T.; Briggs, T. A.; Mellouli, F.; von Hardenberg, S.; Beier, R.; Auber, B.; Baumann, U.; Tawamie, H.; Behrens, E.; Oldridge, D. A.; Cabrera, E. C.; Xu, Y.; Ouyang, S.; Hambleton, S.; Romberg, N.; Cyster, J. G.

2026-07-17 rheumatology 10.64898/2026.07.14.26357774 medRxiv
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The X-linked G-protein coupled receptor GPR174 is highly expressed in T and B lymphocytes and has immunoregulatory roles in mice, but its function in humans is unknown. We describe a cohort of six individuals who have function-disrupting variants in GPR174 and a clinical phenotype of lymphadenopathy and autoimmunity. Histological analysis of two patient lymph nodes revealed necrotizing lymphadenitis and lymphoproliferation resembling Kikuchi-Fujimoto disease. In-depth analysis of three patients and related carriers revealed overaccumulation of CD8 terminally differentiated effector memory cells re-expressing CD45RA (TEMRA). Patient cells and GPR174-deficient CD8 T cells generated from controls showed less repression of proliferation by the GPR174 ligand lysophosphatidylserine (lysoPS) and an effector-biased gene expression program. GPR174-deficient CD4 T cells were resistant to lysoPS-mediated suppression of IL2 production. In mice, chronic viral infection led to over-accumulation of GPR174-deficient effector CD8 T cells. We describe an inborn error of immunity associated with dysregulated lymphocyte responses that we propose predisposes to exaggerated lymphoproliferation and autoimmunity following viral infection.

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Hepatitis B virus protein X promotes hepatocyte plasticity and survival in a differentiated human liver organoid system

Fan, X.; Torenvliet, B.; Galaras, A.; Hossain, T.; Hasda, L.; van Royen, M. E.; Gehart, H.; Zhao, L.; Katsoni, E.; Kan, T. W.; Moulos, P.; Rao, S.; Pourfarzad, F.; Aldeguer, J. F.; Boj, S. F.; Hatzis, P.; Palstra, R.-J.; Mahmoudi, T.

2026-07-09 cell biology 10.64898/2026.06.26.734750 medRxiv
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Background & AimsHepatitis B virus (HBV) drives hepatocellular carcinoma in part through the activity of its X protein (HBx), yet the mechanisms by which HBx alters hepatocyte function remain incompletely understood. Progress has been limited by the lack of relevant human models that support controlled HBx expression in mature hepatocytes. Here, we use an improved hepatocyte-like organoid (HLO) platform that supports enhanced hepatocyte maturation to investigate HBx function in a differentiated hepatocyte context. MethodsAdult stem cell-derived HLOs were differentiated using an optimized protocol to generate hepatocyte-like cells with enhanced maturation and transcriptional similarity to primary liver tissue. HBx function was interrogated using both cognate promoter-driven expression and doxycycline-inducible systems across multiple donor-derived organoid lines. Transcriptomic, pathway, and single-cell imaging analyses were performed to assess the impact of HBx expression on hepatocytes. ResultsHBx expression consistently suppressed apoptosis-associated transcripts and reduced expression of core hepatocyte identity genes, including CYP3A4. Pathway analysis revealed downregulation of liver-specific functions, including metabolism, detoxification, complement, and coagulation. At the single-cell level, higher HBx expression was associated with reduced caspase 3/7 activation following apoptotic challenge and decreased hepatocyte marker expression. Functionally, HBx expression increased resistance to apoptosis and enhanced the ability of differentiated hepatocyte-like cells to revert to a proliferative, less differentiated state. ConclusionsHBx expression in differentiated human liver organoids reduces apoptosis and impairs hepatocyte identity, consistently across donors and expression systems. These findings support a model in which HBx promotes a survival-permissive less differentiated state that may contribute to early HBV-driven tumorigenesis. This HLO platform provides a relevant system to dissect HBV-host interactions and reveals a mechanism by which HBV may prime the liver for malignant transformation. Impact and implicationsUnderstanding how HBV promotes hepatocellular carcinoma remains a critical challenge, partly due to the lack of physiologically relevant human derived model systems to study HBx function. Using a differentiated adult human liver organoid system, we show that HBx simultaneously suppresses apoptosis and disrupts hepatocyte identity, providing a mechanistic framework for how HBV may prime hepatocytes for malignant transformation. These findings are particularly relevant for researchers studying HBV pathogenesis and liver cancer, as well as for clinicians aiming to better understand early disease progression. While further validation in more complex multicellular systems is needed, this platform can support the identification of HBx-targeted therapeutic strategies and guide the development of improved adult human derived models for virus-host interaction studies.

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Development of GS-441524 Derivatives as Potent SARS-CoV-2 Mac1 Inhibitors via a Direct-to-Biology Approach

Peng, K.; Chakraborty, S.; Wallace, S. D.; Noll, J. C. G.; Shang, J.; Lu, X.; Choi, A.; Whittaker, G.; Fromme, J. C.; Lin, H.

2026-06-25 pharmacology and toxicology 10.64898/2026.06.24.734322 medRxiv
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Targeting viral macrodomains (Mac) has emerged as a promising strategy for antiviral drug development, especially after the outbreak of COVID-19 that claimed millions of lives worldwide. Several severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) Mac1 inhibitors have been reported in the past few years. In the present work, we converted GS-441524 (IC50 of [~]10 M for SARS-CoV-2 Mac1) to KP-S54 (18c), a potent inhibitor of both SARS-CoV-2 Mac1 (IC50: 44 nM) and Middle East respiratory syndrome coronavirus (MERS-CoV) Mac1 (IC50: 91 nM) through an iterative direct-to-biology approach. This approach leverages efficient amide-coupling reaction and the mix-and-read fluorescence polarization (FP) assays where reaction mixtures could be screened directly without purification. Cocrystal structure of a selected derivative (12p) binding to SARS-CoV-2 Mac1 revealed the binding mode, which will guide future drug development against viral macrodomains.

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Designing Fidelity of CRISPR-Cas Endonucleases by Kinetic Insights

Liu, H.; Zhou, Z.; Yuan, L.; Pang, B.; Xi, K.; Li, X.; Ma, W.; Ti, R.; Liu, J.; Chen, N.; Xu, Y.; Yang, J.; Yu, Y.; Yang, Y.; Ren, R.; Warshel, A.; Lei, Y.; Zhu, L.

2026-07-07 biophysics 10.64898/2026.07.06.736881 medRxiv
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Finding high-fidelity CRISPR-Cas variants is critical for both the precision of in vitro DNA detection and the safety of in vivo gene-editing therapeutics. However, the large size of the Cas enzyme and the distinct selection criteria between its natural evolution and clinical practice lead to extensive experimental trials and limited success rate for de novo design, directed evolution, protein language model (PLM)-based filtering. Here, we present a PLM-assisted physics-driven approach that utilizes atomistic molecular dynamics simulations and automated path searching to efficiently obtain the complete kinetic insights, including the transition state structures, for the conformational changes of Cas before DNA cleavage. We show that these kinetic insights can pinpoint a few fidelity-diminishing protein residues during the early stage of target recognition, and have led to SpyCas9 and FnCas12a variants with ultra-high fidelity surpassing previously reported counterparts at minimal cost of a few wet-lab trials.

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Spatial Glyco-Codes Define Human Liver Pathology and Progression

Tian, X.; Fung, A. A.; Shang, X.; Zhang, D.; Chen, B.; Zhang, L.; Li, K.; Zhong, M.; Deng, Y.; Yang, M.; Lu, Y.; Tao, B.; Gao, F.; Baysoy, A.; Lin, X. L.; Ivovic, A.; Chen, S.; Li, F.; Xu, M. L.; Zhang, X.; Gerstein, M.; Yang, X.; Liu, C.; Fan, R.

2026-07-12 pathology 10.64898/2026.07.08.737217 medRxiv
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Glycosylation is a fundamental process regulating cellular function, tissue organization, and disease progression. However, comprehensive glycan profiling at single-cell spatial resolution remains largely inaccessible, particularly in clinical archival tissues. Here we develop spatial-GPT, a multimodal platform for simultaneous profiling of glycans, proteins, and/or transcripts in archival formalin-fixed paraffin-embedded (FFPE) tissues. Using a panel of 30 DNA-encoded lectins recognizing major mammalian glycan motifs and structural classes, sequencing-based spatial-GPT (DBiT-GPT) mapped the spatial glycome, proteome, and transcriptome across 16 human liver specimens encompassing steatosis, fibrosis, cirrhosis, and hepatocellular carcinoma (HCC), leading to identification of spatial glyco-codes - combinatorial glycan states associated with distinct cellular identities, tissue features, and pathological processes. Unexpectedly, glyco-codes alone were sufficient to resolve major cell types, disease states, and HCC subtypes, revealing a previously unappreciated level of biological information encoded within the tissue glycome. Spatial glycomics uncovered tumor-like glyco-codes in premalignant regions, suggesting that glycan reprogramming may precede overt malignant transformation. Using imaging-based single-cell spatial glycan-protein profiling (CODEX-GP), we track glyco-codes across the whole-tissue architecture of 3 representative HCC samples. We further examined the glyco-codes across more than 300 patient specimens and quantified cell-type- and disease-specific glyco-codes as well as glycan-defined immune-evasion, T-cell-exhaustion, and steato-fibrotic niches. Together, these findings establish spatial glyco-codes as a previously unrecognized layer of tissue organization that encodes cellular identity, tissue function, and disease progression. The ability of glyco-codes to distinguish major liver pathologies across independent patient cohorts further highlights their potential as a new class of molecular histopathology biomarkers.

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Homeostatic control of stem cell activity during intestinal regeneration.

Yang, S.; Zhou, J.; Luo, C.; Peng, G.; Zheng, K.; Han, K.

2026-07-15 cell biology 10.64898/2026.07.15.738595 medRxiv
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Stem cells proliferate rapidly to maintain fast tissue turnover during regeneration. However, the feedback mechanisms in stem cells that prevent hyperproliferation remain unclear, and their dysregulation can lead to organ failure and cancer. Here, we identified nuclear factor-Y (NF-Y) as the transcriptional repressors to maintain the stem cell quiescence during intestinal homeostasis. We found that NF-Y negatively regulates intestinal stem cell (ISC) proliferation through preferentially occupying the promoters of EGFR signaling pathway components Egfr/Mkp3/Raf/Ras/pointed, via the action of histone acetyltransferase Nejire (Nej)/p300 dependent transcription regulation. While the loss of NF-Y enhances ISC proliferation, cell death and sensitivity to stress and tumor induced mortality. Moreover, NF-Y acts together with Nej to restrict Egfr expression and suppress ISC hyperproliferation. Together, these results demonstrate NF-Y acts with Nej serve as a key negative feedback module to orchestrate transcription initiation and termination of growth signaling in the control of stem cell activity in homeostatic and disease conditions.

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ZDHHC17-Mediated Palmitoylation of Hepatitis E Virus ORF3 Protein Regulates Vectorial Trafficking in Polarized Epithelial Cells

Bröscky, P.; Syren, C. C.; Ge, D.; Kostrykin, L.; Piras, A.; Engels, Z.; Freistaedter, A.; Chi, H.; Jordan, P.; Funaya, C.; Rohr, K.; Tiwari, S. P.; Tubiana, T.; Pichlmair, A.; Thi, V. L. D.

2026-07-08 cell biology 10.64898/2026.06.16.732616 medRxiv
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The hepatitis E virus (HEV) is a leading cause of acute hepatitis worldwide and is transmitted enterically along the gut-liver axis. Epithelial cell polarity in the gut and liver plays a critical role in HEV transmission. In intestinal epithelial cells, HEV enters through the apical membrane and is released basolaterally to access the bloodstream, whereas in hepatocytes, the virus enters basolaterally and is secreted apically into the bile duct. In this study, we sought to identify the viral and host determinants governing directional HEV secretion in both tissue types. Using polarized intestinal and hepatocyte models, we found that the small phosphoprotein ORF3, which is essential for progeny secretion, localizes predominantly to the apical membrane, in contrast to the ORF2 capsid protein. We further identified the palmitoyltransferase ZDHHC17 as a specific ORF3 interactor that mediates its apical localization and promotes HEV progeny release. Using automated cell segmentation and quantitative image analysis, we screened a panel of ORF3 mutants and found that positively charged residues within the N-terminus regulate membrane association. In addition, we identified a conserved PIFIQP motif that mediates the critical interaction with the ankyrin repeat domain (ARD) of ZDHHC17. Leveraging this interaction, we generated high-confidence structural models of ORF3 in complex with the ZDHHC17 ARD using AlphaFold. These models, further validated by molecular dynamics simulations, revealed additional ORF3 residues involved in the interaction. Collectively, our findings define key mechanisms underlying directional HEV release and provide broader insights into trafficking processes in polarized epithelial cells.

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Ex Vivo Culture of Patient-Derived Primary, Metastatic, and Post-Mortem Lung Cancer Reveals Targetable States of EMT and Metabolic Plasticity

Acevedo-Acevedo, S.; Ackerman, H. D.; Rubio, V. Y.; Hackel, N.; Carr, C. L.; Miranda, K. A.; Baldwin, J. R.; Reiser, M.; Lockhart, J. H.; Lui, A.; Stewart, P. A.; Yu, X.; Wright, G. M.; Alontaga, A. Y.; Koomen, J. M.; Nguyen, D. T.; Sawyer, W. G.; DeNicola, G. M.; Boyle, T.; Cress, W. D.; Haura, E. B.; Flores, E. R.

2026-07-08 cancer biology 10.64898/2026.06.14.731898 medRxiv
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Lung cancer is a highly heterogeneous disease and remains the leading cause of cancer-related mortality worldwide. While mouse models and patient-derived organoids have advanced our understanding of lung cancer, key interactions within the tumor microenvironment (TME) remain poorly characterized. We developed microtumor models from lung adenocarcinoma (LUAD) and small cell lung cancer (SCLC) using mouse and patient samples, including surgical resections and rapid autopsy specimens. Microtumors preserve structural, cellular, and molecular features of the native TME, enabling mechanistic studies of tumor progression ex vivo. Multi-omics analyses of LUAD microtumors revealed progression-associated changes, including increased epithelial-to-mesenchymal transition (EMT) and metabolic reprogramming toward fatty acid synthesis. Pharmacologic inhibition of fatty acid synthesis through ACC1/2 reduced proliferation in patient-derived microtumors, identifying a targetable vulnerability. This platform provides a robust system for studying tumor progression, therapeutic response, and resistance mechanisms in lung cancer, including culturing postmortem specimens that are not accessible in current models.