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Lange, P. F.

Publications and source records attributed to Lange, P. F..

12 recordsLinked to original sources

Single-Cell proteomics discerns patient-specific subpopulations in pediatric B-cell acute lymphoblastic leukemia

B-cell acute lymphoblastic leukemia (B-ALL) is the most common childhood cancer, representing ~30% of pediatric cancers and ~80-85% of pediatric ALL cases. Despite high remission rates, relapse remains a major challenge, often driven by therapy-resistant subpopulations, which are masked in bulk analysis, thus limiting our understanding of disease progression and optimal therapeutic intervention. Precision oncology enables proteome-level characterization of patient specific cancer samples and their subpopulations, essential for improving prognostic accuracy and individualized therapies. Single-cell proteomics by mass spectrometry (SCP-MS) enables quantification of hundreds to thousands of proteins at single cell level, uncovering cellular programs that may contribute to minimal residual disease (MRD) and relapse. Here, employing single-cell sorting of leukemic cells coupled with high-sensitivity SCP-MS, we profile individual leukemic blasts and normal immature B-cells from pediatric B-ALL bone marrow aspirates alongside age-matched controls. SCP-MS deconvoluted cellular heterogeneity and revealed subpopulations with variable leukemia-marker expression, highlighting its potential for early detection of relapse-prone phenotypes and personalized pediatric therapy.

cancer biology↗

Programmed electrical stimulation in human iPSC-derived cardiomyocytes reveals mechanisms of lethal arrhythmias in Calcium Release Deficiency Syndrome

BackgroundCalcium release deficiency syndrome (CRDS) is a recently described inherited channelopathy caused by loss-of-function variants in RYR2. Clinically, CRDS patients present with lethal ventricular arrhythmias which are not reproduced on exercise stress testing, unlike catecholaminergic polymorphic ventricular tachycardia. A hallmark trigger identified for CRDS mimics a long-burst, long-pause, short-coupled extra-stimulus (LBLPS) programmed electrical stimulation protocol, which was experimentally validated in humans and mouse models. Moreover, application of a long-burst, long-pause (LBLP) protocol alone can induce an abnormal repolarization on the first sinus beat that is unique to CRDS. However, the electrophysiological basis of CRDS in human cardiac tissue, including other triggers, are not fully understood, and whether clinically relevant arrhythmias can be observed in human stem cell models remains unknown. MethodsWe performed electrophysiological and arrhythmia inducibility studies using clinically relevant programmed electrical stimulation protocols in two-dimensional cardiac tissue generated from metabolically matured human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) carrying the CRDS variant RyR2-E4146D. High spatiotemporal optical mapping and multielectrode arrays were used for electrophysiological phenotyping. ResultsAt baseline, E4146D+/- monolayers showed no arrhythmias, similar to controls. During rapid pacing, E4146D+/- promoted electrical vulnerability by reducing the threshold for action potential duration (APD) alternans and Ca2+ alternans and increasing the propensity for spatial discordance of alternans. In response to LBLP pacing, E4146D+/- monolayers often demonstrated an abnormal repolarization response characterized by spatially dispersed APD prolongation and large Ca2+ release. Notably, LBLPS pacing produced early-after depolarization (EAD)-driven triggered activity resulting in re-entrant tissue conduction patterns, explaining the short-coupled ectopy driven arrhythmias seen in CRDS patients. Similar arrhythmias were observed when EADs developed during spatially discordant alternans. Lastly, flecainide showed efficacy in suppressing arrhythmia inducibility for the here studied variant. ConclusionsWe developed the first hiPSC model for CRDS which recapitulates clinically observed and inducible arrhythmias. Our model provides novel insights into tissue-level, re-entrant arrhythmias, which are initiated by EADs during electrically vulnerable states in CRDS human cardiac tissue and can be suppressed by flecainide. This model provides the framework for studying other CRDS variants and complex arrhythmias in hiPSC-CMs and establishes a human-based new approach method (NAM) for drug and gene therapy development for CRDS. CLINICAL PERSPECTIVEO_ST_ABSWhat is new?C_ST_ABS{blacksquare} We developed the first human stem cell-derived cardiomyocyte (hiPSC-CM) tissue model for calcium release deficiency syndrome (CRDS) which recapitulates its hallmark clinical features, including inducible ventricular arrhythmias with programmed electrical stimulation and post-pacing repolarization abnormalities. {blacksquare}Using genome edited and metabolically matured hiPSC-CMs combined with high spatiotemporal optical mapping, we show that tissue-level arrhythmias are initiated by early-after depolarizations (EADs) which develop during electrically vulnerable states, leading to re-entrant conduction patterns. We comprehensively characterize the features of EAD-induced triggered activity, showing that these ectopic beats promote re-entry through slower conduction velocities and shorter action potential durations. This uncovers how EAD-induced short-coupled ectopy leads to malignant ventricular arrhythmias in CRDS patients, and establishes the phenotype for future hiPSC-CM investigations. {blacksquare}We identified flecainide as an effective agent in suppressing arrhythmias on single cell and tissue levels in hiPSC-CMs for this CRDS variant, reproducing clinical results. What are the clinical implications?{blacksquare} CRDS has only recently been described as a unique channelopathy caused by loss-of-function RYR2 variants, and much of its triggers and mechanisms in human cardiomyocytes remain unclear. The arrhythmias observed are often not related to exercise, and exercise stress testing does not reproduce these abnormalities. No human models exist to date which closely recapitulate the triggers shown to induce tissue-level arrhythmias in patients and mouse models. Our model demonstrates that programmed electrical stimulation, without pharmacological {beta}-adrenergic stimulation, can reliably induce the same arrhythmias seen clinically, enabling accurate disease modeling and drug development. {blacksquare}Combining programmed electrical stimulation in cardiac tissue derived from genome-edited hiPSC-CMs with high spatiotemporal optical mapping is a robust and novel approach to identify the mechanisms of complex, tissue-level arrhythmias which remain underexplored, such as short-coupled ventricular fibrillation, in a patient-specific and translational manner.

cell biology↗

ProteoForge: An Imputation-Aware Framework for Differential Proteoform Discovery in Bottom-Up Proteomics

The human genome contains approximately 20,000 protein-coding genes. However, millions of diverse protein variants, called proteoforms, exist. Despite originating from the same gene, proteoforms often have distinct biological roles. In bottom-up proteomics, the aggregation of peptide measurements into protein-level quantities often obscures this information. Existing methods for proteoform deconvolution are limited by their handling of missing data, which can introduce significant bias. To address this we developed ProteoForge, which builds on an imputation-aware statistical model to identify and group co-varying peptides into quantitatively differential proteoforms (dPFs). Benchmarking against existing deconvolution methods demonstrated that ProteoForge provides high accuracy and stability in datasets with high rates of missing values, complex experimental designs, or varying signal strengths. Application of ProteoForge to proteomics data from lung cancer cells under hypoxia revealed extensive proteoform-level regulation hidden by standard protein-level analysis.

bioinformatics↗

Analysis of protein levels and solubility in distinct brain regions reveals several elements of the protein homeostasis network that are impacted by aging

The onset of protein conformation diseases is inextricably linked to aging. During aging, cellular protein quality control declines which results in diminished protein homeostasis (proteostasis). In model organisms, such as C. elegans and killifish, proteostatic decline with age has been linked to the onset of aggregation of proteins in wild-type animals, observed through detergent-insoluble fractionation. Analysis of studies applying detergent-insoluble fractionation in mice revealed that the composition of detergent-insoluble proteins changes with age. However, these individual fractionation studies have generally been limited to small numbers of mice. Herein, we expand on our previous analysis by extending the experiments to a larger cohort of mice and to two brain regions implicated in neurodegenerative diseases, the cortex and hippocampus. These experiments unveil insights into alterations in the abundance and solubility of proteins involved in protein quality control and in inflammation. For example, ribosomal proteins and many chaperone proteins are downregulated with age. Consistent enrichment of subunits of the extracellular C1q complex was also observed in both brain regions alongside an increase in immunoglobulin signal indicating that markers of increased inflammation may also become insoluble during aging. More generally, insoluble proteins share features observed in datasets of impaired protein degradation indicating that the loss of activity of cellular protein degradation machinery may contribute to the specific aggregation of these proteins.

cell biology↗

Mechanisms of Pathogenicity of Hypertrophic Cardiomyopathy-Associated Troponin T (TNNT2) Variant R278C+/- During Development

Hypertrophic cardiomyopathy (HCM) is one of the most common heritable cardiovascular diseases and variants of TNNT2 (cardiac troponin T) are linked to increased risk of sudden cardiac arrest despite causing limited hypertrophy. In this study, a TNNT2 variant, R278C+/-, was generated in both human cardiac recombinant/reconstituted thin filaments (hcRTF) and human-induced pluripotent stem cells (hiPSCs) to investigate the mechanisms by which the R278C+/- variant affects cardiomyocytes at the proteomic and functional levels. The results of proteomics analysis showed a significant upregulation of markers of cardiac hypertrophy and remodeling in R278C+/- vs. the isogenic control. Functional measurements showed that R278C+/- variant enhances the myofilament sensitivity to Ca2+, increases the kinetics of contraction, and causes arrhythmia at frequencies >75 bpm. This study uniquely shows the profound impact of the TNNT2 R278C+/- variant on the cardiomyocyte proteomic profile, cardiac electrical and contractile function in the early stages of cardiac development. Translational PerspectiveHypertrophic cardiomyopathy (HCM) is the leading known cause of sudden cardiac arrest in the young. Thin-variant associated HCM variants make up to 15% of familial HCM yet their molecular mechanisms remain less clear relative to thick filament variants. Here, we employ computational modeling, human cardiac recombinant/reconstituted thin filaments (hcRTF), and hiPSC-CMs to study the thin filament TNNT2 R278C+/- variant, revealing its extensive pathogenicity and potential mechanisms by which it can lead to HCM and sudden death. Mavacamten, the recently FDA-approved treatment, was effective in alleviating contractile dysfunction in TNNT2 R278C+/- hiPSC-CMs, positing it as a potential therapy for thin filament HCM. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=117 HEIGHT=200 SRC="FIGDIR/small/542948v2_ufig1.gif" ALT="Figure 1"> View larger version (31K): org.highwire.dtl.DTLVardef@102a8b0org.highwire.dtl.DTLVardef@190e356org.highwire.dtl.DTLVardef@13d3f9aorg.highwire.dtl.DTLVardef@1a9c33_HPS_FORMAT_FIGEXP M_FIG C_FIG

cell biology↗

Inducing an oxidized redox-balance improves anti-tumor CD8+ T cell function

Cancer immunotherapy using antigen-specific CD8+ T cells depends on long-lasting anti-tumor function of the in vitro expanded T cells. T cell function is intricately linked to the activity of many metabolic pathways directly impacting the ability of CD8+ T cells to kill tumor cells. Metabolic conditioning in vitro better prepares CD8+ T cells for in vivo survival, tumor infiltration and tumor clearance. The mechanism underlying in vitro metabolic conditioning-induced augmented in vivo T cell function remains poorly understood. Here we show that metabolic conditioning of CD8+ effector T cells induces an oxidized cellular redox balance at least in part mediated by increased mitochondrial reactive oxygen species (ROS). This redox shift contributes to enhanced in vivo persistence and tumor clearance. In human tumour-infiltrating T cells, altering the redox balance ex-vivo reinvigorated pro-inflammatory cytokine production. Therefore, we believe that redox alterations present a targetable pathway to increase T cell-based anti-tumor immunotherapy efficacy.

immunology↗

Shift of the insoluble content of the proteome in aging mouse brain

Aging and protein aggregation diseases are inextricably linked. During aging, cellular response to unfolded proteins are believed to decline which results in diminished protein homeostasis (proteostasis). Indeed, in model organisms, such as C. elegans, proteostatic decline with age has even been linked to the onset of aggregation of proteins in wild-type animals. However, this correlation has not been extensively characterized in aging mammals. To reveal the insoluble portion of the proteome, we analyzed the detergent-insoluble fraction of mouse brain tissues after high-speed centrifugation by quantitative mass spectrometry. We identified a cohort of 171 proteins enriched in the pellet fraction of older mice including the alpha crystallin small heat shock protein. We then performed a meta-analysis to compare features among distinct groups of detergent-insoluble proteins reported in the literature. Surprisingly, our analysis revealed that features associated with proteins found in the pellet fraction differ depending on the ages of the mice. In general, insoluble proteins from young models (<15 weeks) were more likely to be RNA-binding, more disordered and more likely to be found in membraneless organelles. These traits become less prominent with age within the combined dataset, as proteins with more structure enter the pellet fraction. This analysis suggests that age-related changes to proteome organization lead a specific group of proteins to enter the pellet fraction as a result of loss of proteostasis.

cell biology↗

Multi-omic profiling of the leukemic microenvironment shows bone marrow interstitial fluid is distinct from peripheral blood plasma

The bone marrow is the place of hematopoiesis with a microenvironment that supports lifelong maintenance of stem cells and high proliferation. It is not surprising that this environment is also favourable for malignant cells emerging in the bone marrow or metastasizing to it. While the cellular composition of the bone marrow microenvironment has been extensively studied, the extracellular matrix and interstitial fluid components have received little attention. Since the sinusoids connect the bone marrow interstitial fluid to the circulation, it is often considered to have the same composition as peripheral blood plasma. Stark differences in the cellular composition of the bone marrow and peripheral blood with different secretory capacities would however suggest profound differences. In this study we set out to better define if and how the bone marrow interstitial fluid (BMIF) compares to the peripheral blood plasma (PBP) and how both are remodeled during chemotherapy. We applied a multi-omic strategy to quantify the metabolite, lipid and protein components as well as the proteolytic modification of proteins to gain a comprehensive understanding of the two compartments. We found that the bone marrow interstitial fluid is clearly distinct from peripheral blood plasma, both during active pediatric acute lymphoblastic leukemia and following induction chemotherapy. Either compartment was shaped differently by active leukemia, with the bone marrow interstitial fluid being rich in extracellular vesicle components and showing protease dysregulation while the peripheral blood plasma showed elevation of immune regulatory proteins. Following chemotherapy, the BMIF showed signs of cellular remodeling and impaired innate immune activation while the peripheral blood plasma was characterized by restored lipid homeostasis.

cancer biology↗

Sensitive identification of known and unknown protease activities by unsupervised linear motif deconvolution

The cleavage-site specificities for many proteases are not well-understood, restricting the utility of supervised classification methods. We present an algorithm and web interface to overcome this limitation through the unsupervised detection of overrepresented patterns in protein sequence data, providing insight into the mixture of protease activities contributing to a complex system. Here, we apply the RObust LInear Motif Deconvolution (RoLiM) algorithm to confidently detect substrate cleavage patterns for SARS-CoV-2 Mpro protease in N terminome data of an infected human cell line. Using mass spectrometry-based peptide data from a case-control comparison of 341 primary urothelial bladder cancer cases and 110 controls, we identified distinct sequence motifs indicative of increased MMP activity in urine from cancer patients. Evaluation of N terminal peptides from patient plasma post-chemotherapy detected novel Granzyme B/Corin activity. RoLiM will enhance unbiased investigation of peptide sequences to establish the composition of known and uncharacterized protease activities in biological systems.

bioinformatics↗

Detectability of biotin tags by LC-MS/MS

The high affinity of biotin to streptavidin has made it one of the most widely used affinity tags in proteomics. Early methods used biotin for enrichment alone and mostly ignored the biotin labeled peptide. Recent advances in labeling led to an increase in biotinylation efficiency and shifted the interest to detection of the site of biotinylation. This increased confidence in identification and provides additional structural information yet it requires efficient release of the biotinylated protein/peptide and sensitive separation and detection of biotinylated peptides by LC-MS/MS. Despite its long use in affinity proteomics the effect of biotinylation on the chromatographic, ionization, and fragmentation behaviour and ultimate detection of peptides is not well understood. To address this we compare two commercially-available biotin labels EZ-Link Sulfo-NHS-Biotin and Sulfo-NHS-SS-Biotin, the latter one containing a labile linker to efficiently release biotin to determine the effects of peptide modification on peptide detection. We describe an increase of hydrophobicity and charge reduction with increasing number of biotin labels attached. Based on our data we recommend gradient optimization to account for more hydrophobic biotinylated peptides and include singly charged precursors to account for charge reduction by biotin.

biochemistry↗

PDX models reflect the proteome landscape of pediatric acute lymphoblastic leukemia but divert in select pathways

Murine xenografts of pediatric leukemia are known to accurately recapitulate genomic aberrations. How this translates to the functional capacity of the proteome is unknown. Here, we studied global protein abundance, phosphorylation, and proteolytic processing in 11 pediatric B- and T-cell acute lymphoblastic leukemia patients and 19 corresponding xenografts. Protein level differences that stratified pediatric disease subtypes at diagnostic and relapse stages were largely recapitulated in xenograft models. Patient xenografts lacked multiple human leukocyte antigens, and complement proteins, and presented incomplete response mechanisms to the host immune system which is absent in the murine model. The dominant expression of MKI67 and cell cycle proteins indicated a high proliferative capacity of xenografted cells residing in the spleen. Structural genomic changes and mutations found in patients were reflected at the protein level. The post-translational modification landscape is shaped by leukemia type and host and only to a limited degree by the patient of origin. This study portrays how genomic and host factors shape protein and post-translational modification landscapes differently, and confirms murine patient-derived xenograft as competent model system while highlighting important areas of diverging biology.

cancer biology↗

Sensitive determination of proteolytic proteoforms in limited microscale proteome samples

Protein N-termini reveal fundamental regulatory mechanisms and their perturbation in disease. Current terminome identification approaches are limited to whole organs or expandable cultured cells. We present a robust, sensitive, scalable and automatable method for system-wide identification of thousands of N-termini from minute samples. Identification of distinct N- terminal profiles in sorted immune cells, subcellular compartments, clinical biopsies, plasma from pediatric cancer patients, and protease substrates in Arabidopsis seedlings demonstrate broad applicability.

biochemistry↗