Biology subjects

Soto, M.

Publications and source records attributed to Soto, M..

11 recordsLinked to original sources

bioRxiv2025

Exploiting an Epigenetic Resistance Mechanism to PI3 Kinase Inhibition in Leukemic Stem Cells

Acquired non-genetic resistance mechanisms to existing therapies contribute to poor outcomes for acute myeloid leukemia (AML) patients, and inability to target leukemic stem cells (LSCs) can lead to relapse. To overcome these challenges, we tested whether LSCs have dependencies on PI3 kinase (PI3K). We found that LSCs are susceptible to isoform-selective targeting of PI3K and are particularly dependent on the P110 alpha isoform of PI3K. We discovered that PI3K inactivation leads to dynamic changes in EZH2/PRC2 function in leukemic cells, and we uncovered downregulation of EZH2 protein levels as a resistance mechanism in response to PI3K inhibition. We found that PI3K inhibition in AML cells can lead to compensatory upregulation of EZH1, and that EZH1 knockdown can sensitize AML cells to PI3K inhibition. We leveraged this resistance mechanism by combining a PI3K inhibitor with an EZH1/2 dual inhibitor, which successfully overcomes the acquired resistance and leads to sustained targeting of AML cells ex vivo and in murine AML and PDX models in vivo. This study identifies a promising novel therapeutic regimen for targeting LSCs in AML.

cancer biology↗

bioRxiv2024

Spatio-temporal T cell tracking for personalized TCR-T designs in childhood cancer

Immune checkpoint inhibition (ICI) has revolutionized oncology, offering extended survival and long-term remission in previously incurable cancers. While highly effective in tumors with high mutational burden, lowly mutated cancers, including pediatric malignancies, present low response rate and limited predictive biomarkers. Here, we present a framework for the identification and validation of tumor-reactive T cells as a biomarker to quantify ICI efficacy and as candidates for a personalized TCR-T cell therapy. Therefore, we profiled a pediatric malignant rhabdoid tumor patient with complete remission after ICI therapy using deep single-cell T cell receptor (TCR) repertoire sequencing of the tumor microenvironment (TME) and the peripheral blood. Specifically, we tracked T cell dynamics longitudinally from the tumor to cells in circulating over a time course of 12 months, revealing a systemic response and durable clonal expansion of tumor-resident and ICI-induced TCR clonotypes. We functionally validated tumor reactivity of TCRs identified from the TME and the blood by co-culturing patient-derived tumor cells with TCR-engineered autologous T cells. Here, we observed unexpectedly high frequencies of tumor-reactive TCR clonotypes in the TME and confirmed T cell dynamics in the blood post-ICI to predict tumor-reactivity. These findings strongly support spatio-temporal tracking of T cell activity in response to ICI to inform therapy efficacy and to serve as a source of tumor-reactive TCRs for personalized TCR-T designs.

genomics↗

bioRxiv2024

Utility of Cellular Measurements of Non-Specific Endocytosis to Assess the Target-Independent Clearance of Monoclonal Antibodies

Past studies have demonstrated higher clearance for monoclonal antibodies possessing increased rates of non-specific endocytosis. However, this metric is oftentimes evaluated indirectly using biophysical techniques or cell surface binding studies that may not provide insight into the specific rates of cellular turnover. Furthermore, few examples evaluating non-specific endocytosis have been reported for a therapeutic antibody that reached clinical assessment. In the current report, we evaluated a therapeutic human immunoglobulin G2 monoclonal antibody targeted against the interleukin-4 receptor alpha chain (IL-4R) that exhibited elevated target independent clearance in previous Phase 1 and 2 studies. We confirmed high non-specific clearance of the anti-IL-4R antibody as compared to a reference antibody during pharmacokinetic assessments in wild type mice where target-mediated disposition was absent. We then developed a cell-based method capable of measuring cellular protein endocytosis and demonstrated the anti-IL-4R antibody exhibited marked non-specific uptake relative to the reference compound. Antibody homology modeling identified the anti-IL-4R antibody possessed positive charge patches whose removal via targeted mutations substantially reduced its non-specific endocytosis. We then expanded the scope of the study by evaluating a panel of consisting of both preclinical and clinical monoclonal antibodies and demonstrate those with the highest rates of non-specific uptake in vitro exhibit elevated target independent clearance, low subcutaneous bioavailability, or both. Our results support the observation that high non-specific endocytosis is a negative attribute in monoclonal antibody development and demonstrate the utility of a generic cell-based screen as a quantitative tool to measure non-specific endocytosis of protein therapeutics at the single-cell level. Highlights- Developed a novel, reproducible cellular assay to directly quantify non-specific endocytosis of therapeutic proteins. - A previous clinical candidate monoclonal antibody with rapid target-independent clearance in mice and humans possessed extensive non-specific endocytosis that was due to exposed positive charge features. - Demonstration of distinct rates of endocytosis into mammalian cells for disparate monoclonal antibodies, even those with common specificity for targets or isoelectric points. - Cell-based assay to quantify the potential impact of non-specific endocytosis on target-independent clearance and/or subcutaneous bioavailability of monoclonal antibodies.

biochemistry↗

bioRxiv2023

Reduction of chromosomal instability and inflammation is a common aspect of adaptation to aneuploidy

Aneuploidy, while detrimental to untransformed cells, is notably prevalent in cancer cells. This indicates that cancer cells have the ability to surmount the initial stress responses associated with aneuploidy, enabling rapid proliferation despite aberrant karyotypes. To generate more insight into key processes and requirements underlying the adaptation to aneuploidy, we generated a panel of aneuploid clones in p53-deficient RPE-1 cells and studied their behavior over time. As expected, de novo generated aneuploid clones initially displayed reduced fitness, enhanced levels of chromosomal instability and an upregulated inflammatory response. Intriguingly, after a prolonged period of culturing, aneuploid clones exhibited increased proliferation rates while maintaining aberrant karyotypes, indicative of an adaptive response to the aneuploid state. Interestingly, all adapted clones displayed reduced chromosomal instability (CIN) and reduced inflammatory signaling, suggesting that these are common aspects of adaptation to aneuploidy. Collectively, our data suggests that CIN and concomitant inflammation are key processes that require correction to allow for fast growth. Finally, we provide evidence that amplification of oncogenic KRAS can promote adaptation.

cell biology↗

bioRxiv2021

Monosomies, trisomies and segmental aneuploidies differentially affect chromosomal stability

Aneuploidy and chromosomal instability are both commonly found in cancer. Chromosomal instability leads to karyotype heterogeneity in tumors and is associated with therapy resistance, metastasis and poor prognosis. It has been hypothesized that aneuploidy per se is sufficient to drive CIN, however due to limited models and heterogenous results, it has remained controversial which aspects of aneuploidy can drive CIN. In this study we systematically tested the impact of different types of aneuploidies on the induction of CIN. We generated a plethora of isogenic aneuploid clones harboring whole chromosome or segmental aneuploidies in human p53-deficient RPE-1 cells. We observed increased segregation errors in cells harboring trisomies that strongly correlated to the number of gained genes. Strikingly, we found that clones harboring only monosomies do not induce a CIN phenotype. Finally, we found that an initial chromosome breakage event and subsequent fusion can instigate breakage-fusion-bridge cycles in segmental aneuploidies. This suggests that monosomies, trisomies and segmental aneuploidies have fundamentally different effects on chromosomal instability and these results help us to decipher the complex relationship between aneuploidy and CIN.

cell biology↗

bioRxiv2020

Manufacturing Stable Bacteriophage Powders Using Thin Film Freeze-drying Technology

Recently, therapeutic uses of bacteriophage (phage) are gaining increased attention, yet common liquid phage formulations require cold chain storage that limits their potential use. Phage therapy is considered as an alternative to antibiotics for bacterial infections and more significantly a promising solution for the ever-increasing prevalence of multi-drug resistance (MDR) pathogens. One of the most promising applications of this therapy is to treat pulmonary bacterial infections. To efficiently deliver therapeutic phage to the lungs, phage formulations that allow for nebulization or dry powder inhalation are under active development. Several conventional particle engineering technologies have been applied in the development of dry powder inhalers (DPI), including spray drying, spray freeze drying, and atmospheric spray freeze drying, but these processes have their own disadvantages that limit their use with bacteriophage formulations and delivery. In our work, we hypothesize that thin film freeze-drying (TFFD) can be used to produce brittle matrix powders containing phage that may be suitable for delivery by several routes of administration, including by nebulization after reconstitution and by intranasal or inhalation delivery of the resulting dry powder. Here we selected T7 bacteriophage as our model phage in a preliminary screening study and found that a binary excipient matrix of sucrose and leucine at ratios of 80:20 or 75:25 by weight, protected bacteriophage from the stresses encountered during the TFFD process. In addition, we confirm that incorporating a buffer system during the TFFD process significantly improved the survival of phage during the ultra-rapid freezing step of the TFFD process and subsequent sublimation step in the lyophilization process. This preservation of phage bioactivity was significantly better than that observed for formulations without a buffer system. The titer loss of phage in standard SM buffer (Tris/NaCl/MgSO4/gelatin) containing formulation was as low as 0.2 log plaque forming units (pfu), which indicates that phage functionality was preserved after the TFFD process. Moreover, the presence of buffers markedly reduced the geometric particle sizes as determined by a dry dispersion method using laser diffraction, which indicates that the TFFD phage powder formulations were easily sheared into smaller powder aggregates, an ideal property for facilitating pulmonary delivery through DPIs. From these findings, we show that TFFD is a particle engineering method that can successfully produce phage containing powders that possess the desired properties for bioactivity and inhalation therapy.

microbiology↗

bioRxiv2020

Studies on CRMP2 SUMOylation-deficient transgenic mice identify sex-specific NaV1.7 regulation in the pathogenesis of chronic neuropathic pain

The sodium channel NaV1.7 is a master regulator of nociceptive neuronal firing. Mutations in this channel can result in painful conditions as well as produce insensitivity to pain. Despite being recognized as a "poster child" for nociceptive signaling and human pain, targeting NaV1.7 has not yet produced a clinical drug. Recent work has illuminated the NaV1.7 interactome, offering insights into the regulation of these channels and identifying potentially new druggable targets. Amongst the regulators of NaV1.7 is the cytosolic collapsin response mediator protein 2 (CRMP2). CRMP2, modified at Lysine 374 (K374) by addition of a small ubiquitin-like modifier (SUMO), bound NaV1.7 to regulate its membrane localization and function. Corollary to this, preventing CRMP2 SUMOylation was sufficient to reverse mechanical allodynia in rats with neuropathic pain. Notably, loss of CRMP2 SUMOylation did not compromise other innate functions of CRMP2. To further elucidate the in vivo role of CRMP2 SUMOylation in pain, we generated CRMP2 K374A knock-in (CRMP2K374A/K374A) mice in which Lys374 was replaced with Ala. CRMP2K374A/K374A mice had reduced NaV1.7 membrane localization and function in female, but not male, sensory neurons. Behavioral appraisal of CRMP2K374A/K374A mice demonstrated no changes in depressive or repetitive, compulsive-like behaviors, and a decrease in noxious thermal sensitivity. No changes were observed in CRMP2K374A/K374A mice to inflammatory, acute, or visceral pain. In contrast, in a neuropathic model, CRMP2K374A/K374A mice failed to develop persistent mechanical allodynia. Our study suggests that CRMP2 SUMOylation-dependent control of peripheral NaV1.7 is a hallmark of chronic, but not physiological, neuropathic pain.

neuroscience↗

bioRxiv2019

M13 phage display to identify a permeating peptide against hyperconcentrated mucin

Mucus is an impregnable barrier for drug delivery across the epithelia for treatment of mucosal-associated diseases. While current carriers are promising for mucus penetration, their surface chemistries do not possess chemical complexity to probe and identify optimal physicochemical properties desired for mucus penetration. As initial study, we use M13 phage display presenting random peptides to select peptides that can facilitate permeation through hyperconcentrated mucin. Here, a net-neutral charge, hydrophilic peptide was identified to facilitate transport of phage and fluorophore conjugates through mucin barrier compared to controls. This initial finding warrants further study to understand how composition and spatial distribution of physicochemical properties of peptides can be optimized to improve transport across the mucus barrier.

bioengineering↗

bioRxiv2019

Detection of Mycobacterium tuberculosis in pediatric stool samples using TruTip technology

BackgroundRapid and accurate diagnosis of childhood tuberculosis (TB) is challenging because children are often unable to produce the sputum sample required for conventional tests. Stool is an alternative sample type that is easy to collect from children, and studies investigating the use of stool for molecular detection of Mycobacterium tuberculosis (Mtb) have led to promising results. However, tests performed thus far are not able to examine multi-drug resistance. The TruTip workstation (Akonni Biosystems) is an automated lysis and extraction platform that can be integrated with a closed amplification system to detect both Mtb and resistance-associated mutations. Our objective here was to evaluate the use of TruTip extraction technology for Mtb detection in stool. MethodsWe tested stool samples of 259 children with TB symptoms, ages 0-14 years old, in Lima, Peru. We used the TruTip workstation for sample processing and extraction, followed by IS6110 real-time PCR to detect the presence of Mtb DNA. We calculated assay sensitivity in two groups: (1) children with culture confirmed TB (N=22); and (2) children with unconfirmed, clinically diagnosed TB (N=84). We calculated specificity among children in whom TB was ruled out (N=153). Among children with TB, we examined factors associated with a positive stool test. ResultsOverall assay sensitivity was 59% (95% confidence interval 39%-80%) and 1.2% (0.0%-6.5%) in children with culture-confirmed and clinically-diagnosed TB, respectively, and specificity was 97% (93%-99%). The assay detected Mtb in stool of 7/7 children with smear-positive TB [100% sensitivity; (59%-100%)], and in 6/15 [40% (16%-68%)] of children with smear-negative, culture-confirmed TB. Older age, smear positivity, culture positivity and cavitary disease were associated with a positive stool result. ConclusionFor molecular Mtb detection from stool, the TruTip workstation, in combination with IS6110 amplification, led to sensitivity and specificity estimates comparable to other tests such as Xpert. Future optimization is required to also diagnose TB disease in children who now received an unconfirmed diagnosis.

microbiology↗

bioRxiv2019

Mycobacterium tuberculosis detection from oral swabs with Xpert MTB/RIF ULTRA: A pilot study

ObjectiveDiagnostic testing for tuberculosis depends on microbiological detection of Mycobacterium tuberculosis (Mtb) in sputum. For patients unable to expectorate sputum, such as children and individuals living with HIV, this poses barriers to rapid diagnosis and treatment initiation. Therefore, this study aimed to use oral swabs have as alternative sample type for Mtb detection via molecular testing. ResultsIn a pilot study, we aimed to evaluate sensitivity of Mtb detection via oral swabs using Xpert MTB/RIF ULTRA. We enrolled 63 TB cases and controls from Lima, Peru, and detected Mtb from oral swabs with a sensitivity of 45% (95% confidence interval (CI): 29%-63%) and specificity of 100% (95% CI: 84%-100%) using liquid culture of sputum as reference test. Our current protocol will need optimization, but these results support future exploration of the use of oral swabs for Mtb detection.

microbiology↗

bioRxiv2017

Does relaxing the infinite sites assumption give better tumor phylogenies? An ILP-based comparative approach

Most of the evolutionary history reconstruction approaches are based on the infinite site assumption, which is underlying the Perfect Phylogeny model and whose main consequence is that acquired mutation can never lost. This results in the clonal model used to explain cancer evolution. Some recent results gives a strong evidence that recurrent and back mutations are present in the evolutionary history of tumors [5,21], thus showing that more general models then the Perfect Phylogeny are required. We propose a new approach that incorporates the possibility of losing a previously acquired mutation, extending the Persistent Phylogeny model [1].\n\nWe exploit our model to provide an ILP formulation of the problem of reconstructing trees on mixed populations, where the input data consists of the fraction of cells in a set of samples that have a certain mutation. This is a fundamental problem in cancer genomics, where the goal is to study the evolutionary history of a tumor. An experimental analysis shows the usefulness of allowing mutation losses, by studying some real and simulated datasets where our ILP approach provides a better interpretation than the one obtained under perfect phylogeny assumption. Finally, we show how to incorporate multiple back mutations and recurrent mutations in our model.

bioinformatics↗