Biology subjects

Miller, A. D.

Publications and source records attributed to Miller, A. D..

14 recordsLinked to original sources

bioRxiv2026

Spatial analysis of canine glioma reveals heterogeneous intratumoral niches characterized by distinct patterns of cell plasticity and immunosuppression

Glioma is a fatal tumor of the central nervous system (CNS) with limited therapeutic options. While immune checkpoint inhibitors (ICI) are gaining traction as a novel alternative treatment for human gliomas (HG), clinical trials have yielded mixed results. A proposed major barrier to ICI therapy in cancer is epithelial-mesenchymal plasticity (EMP)-driven intratumoral immunosuppression. However, studying this mechanism is difficult in ex vivo and murine models, which fail to adequately replicate cancer cell-immune cell interactions. Formalin-fixed, paraffin-embedded (FFPE) patient-derived canine glioma (CG) samples represent an attractive alternative approach. Although mechanistic perturbation is unachievable in archival FFPE tissues, CG is notoriously 'cold' immunologically and is actively being investigated as a comparative model of HG. Moreover, the immune microenvironment in CG advantageously develops under exposure to environmental conditions directly shared with humans. Yet, it remains unknown whether CGs harbor heterogeneous niches combining varied plastic phenotypes and immunosuppressive populations. Defining the immune landscape of CG in relation to EMP is therefore critical to determining its potential as a comparative model for immunotherapy response in HG. By combining standard histology, immunohistochemistry, and tissue microarray-based spatial transcriptomics, we analyzed 30 low-grade (LGr) and high-grade (HGr) FFPE CG cases (n=10 cases/subtype): astrocytomas (4xLGr, 6xHGr), oligodendrogliomas (1xLGr, 9xHGr), and undefined gliomas (3LxGr, 7xHGr). All CG subtypes harbored heterogeneous immunosuppressive niches associated with varied EMP phenotypes. Astrocytomas exhibited a more-mesenchymal identity correlated with recruitment of tumor-associated macrophages (TAMs). Oligodendrogliomas displayed a strong stem-like signature and uniquely upregulated a FOXP3/LAG3/SNAI1 triad, positioned directly at the interface of immunosuppression and EMP. Across all CG subtypes, a more-mesenchymal phenotype co-occurred with TAMs, and intratumoral T-cell dysfunction and exhaustion. We conclude that CG replicates the EMP-immunosuppression heterogeneity seen in humans. Importantly, our results emphasize the existence of subtype-specific mechanisms of EMP and immune evasion, underscoring the major relevance of subtyping for translational applications.

cancer biology↗

bioRxiv2026

Topographic complexity shapes adaptive genomic variation in co-occurring plant species

Co-occurring species often face similar selective environments, although adaptive responses to these environments are generally assumed to be species-specific, particularly in complex landscapes where selective pressures are likely to be multi-dimensional. We test this assumption by contrasting genotype-environment associations (GEAs) among a range of co-occurring but unrelated plants with different life histories from an isolated, mountainous national park in south-eastern Australia. Analyses were performed using single nucleotide polymorphism (SNP) loci derived from reduced genome representation sequencing to investigate genomic associations with spatial and environmental drivers across unrelated plant species within the same heterogeneous landscape. Several species showed GEAs that aligned with similar environmental gradients, particularly edaphic features, suggesting that similar selective pressures can shape genomic responses across taxa. Other species exhibited distinct spatial and environmental associations, highlighting idiosyncratic outcomes. Notably, GEAs were detected at fine spatial scales despite generally low levels of genome-wide divergence, suggesting adaptive variants can persist in the face of gene flow under strong selective pressure. This study highlights how community-level genomic diversity is shaped by common environmental processes, with implications for biodiversity management in rapidly changing environments, where diverse ecosystem-level responses to selection may underpin resilience.

evolutionary biology↗

bioRxiv2026

SIRT5 acts in the tumor microenvironment via endothelial cell metabolism to support breast cancer growth

Triple-negative breast cancer (TNBC) is characterized by aggressive progression and poor prognosis, partly due to abnormal angiogenesis. While the metabolic reprogramming of tumor cells is well characterized, the metabolic regulation of tumor-associated endothelial cells (ECs) remains unclear. Here, we identified the mitochondrial deacylase SIRT5, which has established tumor-promoting roles in TNBC cells, as a key regulator of endothelial metabolic homeostasis and tumor angiogenesis. SIRT5-deficient host mice showed significant defects in supporting the growth of orthotopic SIRT5-proficient mammary tumor transplants, and the resulting neoplasms showed defects in tumor vascularization. In a 3D microfluidic vessel-on-chip model, SIRT5 loss compromised vascular barrier integrity and EC sprouting. Mechanistically, SIRT5-deficient ECs exhibited diminished mitochondrial respiratory capacity but apparently normal glycolysis. SIRT5 loss also caused increased mitochondrial reactive oxygen species levels, and a mitochondrial antioxidant rescued the endothelial cell defects following SIRT5 loss, indicating that SIRT5-mediated mitochondrial redox homeostasis in the tumor microenvironment is necessary to maintain vascular function. Orthotopic co-transplantation of TNBC and EC cells with or without SIRT5 knockdown demonstrated that endothelial SIRT5 promotes increased tumor growth in vivo. These results suggest that targeting SIRT5 offers a potential therapeutic strategy to disrupt tumor angiogenesis and suppress TNBC progression by targeting the metabolic vulnerabilities of the tumor endothelium.

cancer biology↗

bioRxiv2025

Lymphatic constraint of germinal centers optimizes protective antibody responses

Immunization strategies are central to pathogen control, where efficacy relies on antigen uptake, distribution, persistence, and inflammatory context. We recently demonstrated that dermal lymphatic capillaries regulate antigen presentation in lymph nodes (LN) by restraining fluid and virion transport following vaccinia virus (VACV) infection by skin scarification. Concurrently, a perifollicular, LN lymphangiogenic response encapsulates expanding B cell follicles. Given the important role of antigen transport and uptake on humoral immunity, we tested the hypothesis that lymphatic remodeling in the skin and LNs regulates germinal center (GC)-dependent antibody responses during infection. Using a model of lymphatic-specific VEGFR2 inhibition, we found that inhibiting viral-induced lymphatic remodeling in skin and LNs prompted significant GC expansion but paradoxically decreases protective VACV-specific class-switched antibodies. While the larger GC responses appeared structurally normal, they failed to support a proliferative burst consistent with clonal selection. Mathematical modeling revealed that this disconnect between GC size and function arises from impaired productive T follicular cell interactions in larger GC volumes and consistent with this finding, the optimal GC size was evolutionarily conserved across diverse mammals. Finally, we found that the presence of virus in the LN initiates these changes in GC function, inhibits LN lymphangiogenesis, increases B cell follicle size, and reduces selection efficiency. Therefore, protecting LN lymphatic vessels from virus-induced interferons rescues perifollicular lymphatic growth and follicle size, indicating that LN lymphangiogenesis directly constrains the follicular response. In summary, this study underscores the central role of lymphatic remodeling in compartmentalizing antigen and inflammatory signals to optimize GC fitness and protective antibody responses.

immunology↗

bioRxiv2025

A Novel dual Influenza virus and SARS-CoV-2 neutralisation assay

Influenza and SARS-CoV-2 are co-circulating during the traditional influenza season giving rise to potential co-infections; currently estimated at 2.4%. Additionally, this means that the uptake of both vaccines (including SARS-CoV-2 boosters) will be encouraged within the same timeframe. Currently, patients receive separate vaccines in different arms on the same or different days. Induction of neutralising antibodies (NAbs) is used as the measure of efficacy for SARS-CoV-2 vaccinations while, the hemagglutination inhibition (HI) assay is the gold standard for seasonal influenza vaccine assessment. However, with the advent of novel universal influenza vaccine and dual SARS-CoV-2/Influenza vaccine approaches it is possible that functional NAb assays will become an essential component of a vaccine assessment toolbox. This assay is capable of distinguishing NAb responses during both dual vaccination development, and as part of co-infection and imprinting studies. Taking advantage of existing pseudotyped viruses developed by us, we present herein a dual neutralisation assay, which utilises 2 different luciferase (Renilla and Firefly) reporter lentiviral vectors. We configured assays with various combinations of SARS-CoV-2 and influenza subtype/variant combinations and compared sensitivity of this dual approach to neutralisation levels seen in single virus pseudotype Micro-neutralisation (pMN) in a double-blinded test of monoclonal antibody cocktails, and subsequently with a pre-screened serum panel. Mono and dual neutralisation pMN identified correctly positive and negative samples and IC50 values were all within 2-fold of each other, suggesting that specificity and sensitivity are retained post-multiplex. As we have taken a pseudovirus based approach there is the potential to tailor to specific vaccination candidates or currently circulating strains of each virus. The use of this versatile assay could form part of the toolbox of analysis of dual vaccination candidates and investigating responses during co-infection including studies assessing the impact of immune imprinting in the future.

immunology↗

bioRxiv2025

Epithelial-Mesenchymal Plasticity is Associated with Immunosuppressive Features in Canine Mammary Carcinomas

Epithelial-mesenchymal plasticity (EMP) is a cellular process activated in carcinoma cells to drive invasiveness, metastasis, and chemoresistance. Recently, we have demonstrated that activation of the EMP program also results in the assembly of an immunosuppressive tumor microenvironment and resistance to immunotherapy in an immunocompetent orthotopic murine model. However, it has yet to be shown whether these findings can be translated to canine carcinomas. Here, we show that in spontaneous canine mammary carcinomas (CMCs), which share similar histopathologic, molecular, and clinical features with human breast cancers, EMP activation is linked to the recruitment of immunosuppressive cells including regulatory T-cells and M2-like macrophages. Additionally, through transcriptomic profiling of CMCs, we identify that the glycoprotein CD109 is associated with EMP-mediated immunosuppression across canine, murine, and human breast cancer models. CD109 has been previously associated with tumorigenicity, but not immunosuppression in cancers of any species. Finally, we identified upregulation of several immunosuppressive paracrine factors across multiple canine carcinomas, including oral squamous cell carcinoma, urothelial carcinoma, and pulmonary carcinoma samples. These findings demonstrate for the first time that the EMP program is associated with immunosuppression in canine carcinomas, with direct translational implications for human breast cancers.

cancer biology↗

bioRxiv2025

Identification of a novel CLPX variant in a mixed breed dog with anemia and spinocerebellar ataxia

Spinocerebellar ataxia (SCA) or hereditary ataxia is a progressive neurodegenerative disorder primarily manifesting as cerebellar or spinocerebellar dysfunction, resulting in the loss of motor control and voluntary muscle coordination. SCAs are typically inherited conditions, with causative genetic variants identified in multiple genes in people and across various dog breeds. Recently, an atypical case of SCA was documented in a mixed breed dog. In addition to the classic clinical signs and spinocerebellar lesions of SCA, the dog had retinal and optic nerve degeneration and severe, non-regenerative anemia. Whole-genome sequence (WGS) of the affected dog did not reveal any previously identified canine SCA-associated variants. Subsequent variant filtering against a control cohort of over 700 unaffected dog genomes identified a homozygous 4-base-pair frameshift deletion in caseinolytic mitochondrial matrix peptidase chaperone subunit X (CLPX) [XM_038580726.1:c.1723_1726del]. CLPX encodes a subunit of the ATP-dependent ClpXP protease, a molecular chaperone involved in mitochondrial protein degradation. The variant is predicted to cause a frameshift and a premature stop codon within 17 amino acids, truncating approximately 6.64% of the protein. Our study is the first to explore the association of CLPX variants with SCA in any species. Given the high evolutionary conservation of CLPX, this report of a CLPX variant associated with SCA in a dog may have relevance for understanding CLPX-related neurodegeneration and/or anemia in other species. Author SummaryA young mixed-breed dog developed a gait abnormality that progressively worsened, together with vision loss, and severe anemia. Despite treatment, the dogs condition deteriorated, and he was humanely euthanized. An autopsy revealed extensive abnormalities in the brain, spinal cord, eyes, and bone marrow. These histologic findings supported a diagnosis of spinocerebellar ataxia (SCA), also known as hereditary ataxia, which is a genetic neurological disorder that results in impaired movement and diminished coordination. Genetic analysis identified a previously unreported mutation in the CLPX gene. CLPX plays a key role in mitochondrial protein quality control by helping break down damaged or misfolded proteins within mitochondria--cell structures critical for energy production that are particularly crucial in high-demand tissues like the brain. This mutation likely disrupted normal CLPX protein function, leading to both nerve damage and impaired blood cell production. While related genes are known to cause similar conditions in humans, this is the first time a naturally occurring CLPX variant has been identified in an SCA case in any species. Because CLPX is highly conserved between dogs and humans, this finding may offer valuable insights into rare inherited neurological diseases in people.

genomics↗

bioRxiv2025

Escaping inbreeding: the demographic path to genetic recovery

Bottlenecks pose a major threat to species persistence by reducing genetic diversity and increasing inbreeding. Although evolutionary theory suggests these constraints can be overcome, empirical evidence has largely come from invasive species. Here, we analyse whole-genome data from 418 koalas (Phascolarctos cinereus) across 27 populations to reconstruct demographic histories and examine rare genetic variation. We find that northern populations retain higher genetic diversity, while southern populations, despite severe bottlenecks, exhibit larger and increasing effective population sizes (Ne). This apparent contradiction is explained by increased reshuffling of genetic variation through recombination, and the accumulation of rare alleles during recent demographic expansion. Our findings demonstrate that rapid population growth can substantially elevate Ne, offering an evolutionary pathway by which threatened populations may "escape" the genetic risks of inbreeding.

evolutionary biology↗

bioRxiv2025

Dyr726, a brain-penetrant inhibitor of PI3Kα, Type III receptor tyrosine kinases, and WNT signalling

The vast majority of clinical small molecule multi-kinase inhibitors (mKI) report abject failures in targeting cancers with high stem cell contents like high-grade glioma and colorectal cancers. The FDA-approved mKIs to date ablate receptor tyrosine kinase signaling but do not target the paradoxical WNT signaling which is a key survival driver for the self-renewing cancer stem cells. The WNT pathway enhances cancer plasticity and triggers relapse of highly heterogenous tumours. Using de novo synthesis and structure-activity-relationship (SAR) studies with blood-brain-barrier (BBB) penetrant mKI scaffolds, we designed a highly potent and selective small molecule inhibitor of PI3K, PDGFR/KIT, and the WNT pathway denoted Dyr726. Dyr726 is superior to clinical mKIs and inhibits PI3K-AKT-mTOR and WNT-pathway signaling at multiple nodes thereby impeding proliferation, invasion, and tumour growth. Phospho-proteomic, structural, and target engagement analyses, combined with in vitro, in vivo efficacy, and pharmacokinetic studies reveal that Dyr726 is a brain-penetrant small molecule which effectively reduces tumour volume and extends survival of murine orthotopic models. Our current work establishes a first-in-class brain penetrant small molecule mKI which simultaneously antagonize the PI3K-AKT-mTOR and WNT pathways in preclinical cancer stem cell cultures, adult and pediatric primary organoids, and orthotopic murine models with positive efficacy in combination with clinical standard of care.

cancer biology↗

bioRxiv2023

Analysis of a mouse germ cell tumor model establishes pluripotency-associated miRNAs as conserved serum biomarkers for germ cell cancer detection

Malignant testicular germ cells tumors (TGCTs) are the most common solid cancers in young men. Current TGCT diagnostics include conventional serum protein markers, but these lack the sensitivity and specificity to serve as accurate markers across all TGCT subtypes. MicroRNAs (miRNAs) are small non-coding regulatory RNAs and informative biomarkers for several diseases. In humans, miRNAs of the miR-371-373 cluster are detectable in the serum of patients with malignant TGCTs and outperform existing serum protein markers for both initial diagnosis and subsequent disease monitoring. We previously developed a genetically engineered mouse model featuring malignant mixed TGCTs consisting of pluripotent embryonal carcinoma (EC) and differentiated teratoma that, like the corresponding human malignancies, originate in utero and are highly chemosensitive. Here, we report that miRNAs in the mouse miR-290-295 cluster, homologs of the human miR-371-373 cluster, were detectable in serum from mice with malignant TGCTs but not from tumor-free control mice or mice with benign teratomas. miR-291-293 were expressed and secreted specifically by pluripotent EC cells, and expression was lost following differentiation induced by the drug thioridazine. Notably, miR-291-293 levels were significantly higher in the serum of pregnant dams carrying tumor-bearing fetuses compared to that of control dams. These findings reveal that expression of the miR-290-295 and miR-371-373 clusters in mice and humans, respectively, is a conserved feature of malignant TGCTs, further validating the mouse model as representative of the human disease. These data also highlight the potential of serum miR-371-373 assays to improve patient outcomes through early TGCT detection, possibly even prenatally.

cancer biology↗

bioRxiv2022

The Omicron variant BA.1.1 presents a lower pathogenicity than B.1 D614G and Delta variants in a feline model of SARS-CoV-2 infection

Omicron (B.1.1.529) is the most recent SARS-CoV-2 variant of concern (VOC), which emerged in late 2021 and rapidly achieved global predominance in early 2022. In this study, we compared the infection dynamics, tissue tropism and pathogenesis and pathogenicity of SARS-CoV-2 D614G (B.1), Delta (B.1.617.2) and Omicron BA.1.1 sublineage (B.1.1.529) variants in a highly susceptible feline model of infection. While D614G- and Delta-inoculated cats became lethargic, and showed increased body temperatures between days 1 and 3 post-infection (pi), Omicron-inoculated cats remained subclinical and, similar to control animals, gained weight throughout the 14-day experimental period. Intranasal inoculation of cats with D614G- and the Delta variants resulted in high infectious virus shedding in nasal secretions (up to 6.3 log10 TCID50.ml-1), whereas strikingly lower level of viruses shedding (<3.1 log10 TCID50.ml-1) was observed in Omicron-inoculated animals. In addition, tissue distribution of the Omicron variant was markedly reduced in comparison to the D614G and Delta variants, as evidenced by in situ viral RNA detection, in situ immunofluorescence, and quantification of viral loads in tissues on days 3, 5, and 14 pi. Nasal turbinate, trachea, and lung were the main - but not the only - sites of replication for all three viral variants. However, only scarce virus staining and lower viral titers suggest lower levels of viral replication in tissues from Omicron-infected animals. Notably, while D614G- and Delta-inoculated cats had severe pneumonia, histologic examination of the lungs from Omicron-infected cats revealed mild to modest inflammation. Together, these results demonstrate that the Omicron variant BA.1.1 is less pathogenic than D614G and Delta variants in a highly susceptible feline model. Author SummaryThe SARS-CoV-2 Omicron (B.1.1.529) variant of concern (VOC) emerged in South Africa late in 2021 and rapidly spread across the world causing a significant increase in the number of infections. Importantly, this variant was also associated with an increased risk of reinfections. However, the number of hospitalizations and deaths due to COVID-19 did not follow the same trends. These early observations, suggested effective protection conferred by immunizations and/or overall lower virulence of the highly mutated variant virus. In this study we present novel evidence demonstrating that the Omicron BA.1.1 variant of concern (VOC) presents a lower pathogenicity when compared to D614G- or Delta variants in cats. Clinical, virological and pathological evaluations revealed lower disease severity, viral replication and lung pathology in Omicron-infected cats when compared to D614G and Delta variant inoculated animals, confirming that Omicron BA.1.1 is less pathogenic in a highly susceptible feline model of infection.

microbiology↗

bioRxiv2020

p53 Controls Murine Gammaherpesvirus Latency and Prevents Infection-Associated IgH/c- Myc Translocations

Gammaherpesviruses (GHVs) establish life-long infections and cause cancer in humans and other animals. To facilitate chronic infection, GHV oncoproteins promote cellular proliferation and differentiation. Aberrant cell-cycle progression driven by viral oncogenes should trigger activation of tumor suppressor p53, unless p53 is functionally deactivated during GHV latency establishment. However, interactions of GHVs with the p53 pathway during the establishment and maintenance of latent infection are poorly defined. Here we demonstrate in vivo that p53 is induced specifically in infected cells during latency establishment by murine gammaherpesvirus 68 (MHV68). In the absence of p53, MHV68 latency establishment was significantly increased, especially in germinal center B cells, and correlated with enhanced cellular proliferation. However, enhanced latency was not sustainable, and MHV68 exhibited a defect in long-term latency maintenance in p53-deficient mice. Moreover, IgH/c-Myc translocations were readily detected in B cells from infected p53-null mice indicating virus-driven genomic instability. These data demonstrate that p53 intrinsically restricts MHV68 latency establishment and reveal a paradigm in which a host restriction factor provides a long-term benefit to a chronic pathogen by limiting infection-associated damage.

microbiology↗

bioRxiv2019

Spatial, climate, and ploidy factors drive genomic diversity and resilience in the widespread grass Themeda triandra

O_LIFragmented grassland ecosystems, and the species that shape them, are under immense pressure. Restoration and management strategies should include genetic diversity and adaptive capacity to improve success but these data are generally unavailable. Therefore, we use the foundational grass, Themeda triandra, to test how spatial, environmental, and ploidy factors shape patterns of genetic variation. C_LIO_LIWe used reduced-representation genome sequencing on 487 samples from 52 locations to answer fundamental questions about how the distribution of genomic diversity and ploidy polymorphism supports adaptation to harsher climates. We explicitly quantified isolation-by-distance (IBD), isolation-by-environment (IBE), and predicted population genomic vulnerability in 2070. C_LIO_LIWe found that a majority (54%) of the genomic variation could be attributed to IBD, while 22% of the genomic variation could be explained by four climate variables showing IBE. Results indicate that heterogeneous patterns of vulnerability across populations are due to genetic variation, multiple climate factors, and ploidy polymorphism, which lessened genomic vulnerability in the most susceptible populations. C_LIO_LIThese results indicate that restoration and management of T. triandra should incorporate knowledge of genomic diversity and ploidy polymorphisms to increase the likelihood of population persistence and restoration success in areas that will become hotter and more arid. C_LI

genomics↗

bioRxiv2019

Comparative molecular life history of spontaneous canine and human gliomas

Sporadic gliomas in companion dogs provide a window on the interaction between tumorigenic mechanisms and host environment. We compared the molecular profiles of canine gliomas with those of human pediatric and adult gliomas to characterize evolutionarily conserved mammalian mutational processes in gliomagenesis. Employing whole genome-, exome-, transcriptome-and methylation-sequencing of 81 canine gliomas, we found alterations shared between canine and human gliomas such as the receptor tyrosine kinases, p53 and cell cycle pathways, and IDH1 R132. Canine gliomas showed high similarity with human pediatric gliomas per robust aneuploidy, mutational rates, relative timing of mutations, and DNA methylation patterns. Our cross-species comparative genomic analysis provides unique insights into glioma etiology and the chronology of glioma-causing somatic alterations.\n\nSignificanceDiffuse gliomas are the most common malignant brain tumors, with high-grade tumors carrying a dismal prognosis. Preclinical models have proven themselves as poor predictors of clinical efficacy. Spontaneous glioma in dogs provides an attractive alternative model, because of their comparable tumor microenvironment and tumor life history. We determined the similarities and differences between human and canine gliomas through genomic profiling, and leveraged our datasets to identify conserved somatic drivers, mutational processes and temporal ordering of somatic glioma events across species. We show that canine gliomas resemble human gliomas at (epi-)genetic levels and are more reminiscent of pediatric than adult disease, thus rationalizing sporadic canine glioma as a preclinical model tailored to measuring treatment efficacies in patients with canine or human glioma.

cancer biology↗