Biology subjects

Eliezer, Y.

Publications and source records attributed to Eliezer, Y..

9 recordsLinked to original sources

bioRxiv2026

Mapping chromothripsis across human cancer cell lines reveals genome evolution and therapeutic vulnerabilities

Chromothripsis is a catastrophic chromosomal rearrangement found in ~40% of primary tumors, yet its landscape in cancer cell lines (CCLs) remains uncharacterized. To address this gap, we developed a pipeline to detect chromothripsis-like events from copy-number data alone, and mapped their occurrence across 1,646 human CCLs. Chromothripsis patterns were broadly conserved between primary tumors and CCLs, but CCLs displayed some distinct features and a significantly higher prevalence of chromothripsis. Chromothripsis continued to emerge during culture propagation, likely contributing to its increased prevalence in CCLs. Integrating genomic and functional data revealed selective vulnerabilities: chromothriptic cells were resistant to DNA damage-inducing agents but highly sensitive to histone deacetylase inhibitors (HDACi). Using isogenic models, we validated that HDACi could synergistically sensitize chromothriptic cells to DNA damage-inducing agents. Our study establishes the first comprehensive resource of chromothripsis in CCLs and reveals functional consequences and therapeutic vulnerabilities of chromothripsis-positive cancers.

cancer biology↗

bioRxiv2026

Nonlinear sensory integration drives configural olfactory representations

Natural environments are composed of complex stimulus mixtures that can be perceived either as combinations of known components (elemental coding) or acquire entirely new qualities (configural coding). While configural representation is traditionally viewed as a high-order emergent property of cortical processing, the underlying circuit mechanisms remain elusive. Employing C. elegans, we demonstrate that the neural foundations of configural representation can be established already at the sensory periphery. For most mixtures, single neuron responses arise through linear integration of the individual components. However, for a subset of mixtures, a small number of sensory neurons exhibit strong nonlinear integration, including NAND/XOR-like logic-gates computations. These nonlinear integrations collectively generate configural population codes. We present a novel quantitative predictor of configural representation and demonstrate that mixtures classified as configural induce emergent synergistic attraction and may lead to violations of rational choice behavior. Together, our findings identify single-neuron nonlinearities as a mechanistic link between sensory circuit dynamics and complex perceptual and decision-making outcomes.

neuroscience↗

bioRxiv2026

SegBio: A lightweight end-to-end toolkit for Instance Segmentation of biological samples

High-throughput phenotyping of biological samples is essential for large-scale studies but is frequently bottlenecked by the need for accurate instance segmentation in crowded images. While deep learning offers powerful solutions, the high cost of manual annotation and the requirement for coding expertise often limit adoption in routine laboratory workflows. Here we present SegBio, a lightweight, open-source pipeline that enables end-to-end instance segmentation for non-expert users. The protocol features an interactive annotation GUI that extrapolates full masks from minimal centerline markings, significantly reducing manual labeling effort. It further integrates a configurable U-Net training module and a standalone inference application with a human-in-the-loop editing workflow for rapid and intuitive error correction. We employ the pipeline to annotate and train the model on a novel dataset of crowded C. elegans images. Validated on independent datasets, SegBio achieves high segmentation performance (Panoptic quality [~]0.85) and accurately quantifies per-animal morphology and fluorescence. By eliminating external dependencies and streamlining the correction process, SegBio provides a scalable solution for routine phenotyping that is easily generalized to other crowded biological samples, such as cellular organelles, cells, and organisms.

bioinformatics↗

bioRxiv2026

Ribosome Quality Control Mitigates Proteotoxic Stress in Aneuploid Cells

Aneuploidy is widespread in tumors, but how cancer cells adapt to aneuploidy-induced cellular stresses remains poorly understood. Here, we focus on the mechanisms employed to cope with proteostasis disruption, a major stress caused by aneuploidy. We show that aneuploid cells exhibit a significant accumulation of ribosomes enclosed within autophagosomes, ultimately degraded through lysosome-mediated processes. Our data also indicate that limited folding capacity of newly synthesized polypeptides leads to lysosome-mediated degradation of ribosomes. We also found that the E3 ligase ZNF598 marks these ribosomes for degradation, thus clearing translationally-impaired ribosomes. Importantly, highly aneuploid tumors display a positive correlation with ZNF598 expression, while being negatively associated with ribosomal signatures. This suggests that ribosome-associated quality control is crucial for cancer cell survival under proteotoxic stress. Our study uncovers molecular events in response to proteotoxic stress in aneuploid cells and suggests that components of ribosome-associated quality control, including ZNF598, could serve as promising targets in cancer therapy.

cell biology↗

bioRxiv2023

Inactivation of p53 drives breast cancer brain metastasis by altering fatty acid metabolism

Brain metastasis (BM) is a dire prognosis across cancer types. It is largely unknown why some tumors metastasize to the brain whereas others do not. We analyzed genomic and transcriptional data from clinical samples of breast cancer BM (BCBM) and found that nearly all of them carried p53-inactivating genetic alterations through mutations, copy-number loss, or both. Importantly, p53 pathway activity was already perturbed in primary tumors giving rise to BCBM, often by loss of the entire 17p chromosome-arm. This association was recapitulated across other carcinomas. Experimentally, p53 knockout was sufficient to drastically increase BCBM formation and growth in vivo, providing a causal link between p53 inactivation and brain tropism. Mechanistically, p53-deficient BC cells exhibited altered lipid metabolism, particularly increased fatty acid (FA) synthesis and uptake, which are characteristic of brain-metastasizing cancer cells. FA metabolism was further enhanced by astrocytes in a p53-dependent manner, as astrocyte-conditioned medium increased FASN, SCD1, and CD36 expression and activity, and enhanced the survival, proliferation and migration of p53-deficient cancer cells. Consequently, these cells were more sensitive than p53-competent cells to FA synthesis inhibitors, in isogenic cell cultures, in BCBM-derived spheroids, and across dozens of BC cell lines. Lastly, a significant association was observed between p53 inactivation, astrocyte infiltration, and SCD1 expression in clinical human BCBM samples. In summary, our study identifies p53 inactivation as a driver of BCBM and potentially of BM in general; suggests a p53-dependent effect of astrocytes on BC cell behavior; and reveals FA metabolism as an underlying, therapeutically-targetable molecular mechanism.

cancer biology↗

bioRxiv2023

Human aneuploid cells depend on the RAF/MEK/ERK pathway for overcoming increased DNA damage

Aneuploidy is a hallmark of human cancer, yet the cellular mechanisms that allow cells to cope with aneuploidy-induced cellular stresses remain largely unknown. Such coping mechanisms may present cellular vulnerabilities that can be harnessed for targeting cancer cells. Here, we induced aneuploidy in non-transformed RPE1-hTERT cells and derived multiple stable clones with various degrees of chromosome imbalances. We performed an unbiased genomic profiling of 6 isogenic clones, using whole-exome and RNA sequencing. We then functionally interrogated their cellular dependency landscapes, using genome-wide CRISPR/Cas9 screens and large-scale drug screens. We found that aneuploid clones activated the DNA damage response (DDR), and were consequently more resistant to further DNA damage induction. Interestingly, aneuploid cells also exhibited elevated RAF/MEK/ERK pathway activity, and were more sensitive to several clinically-relevant drugs targeting this pathway, and in particular to genetic and chemical CRAF inhibition. CRAF activity was functionally linked to the resistance to DNA damage induction, as CRAF inhibition sensitized aneuploid cells to DNA damage-inducing chemotherapies. The association between aneuploidy, RAF/MEK/ERK signaling, and DDR was independent of p53. The increased activity and dependency of aneuploid cells on the RAF/MEK/ERK pathway was validated in another isogenic aneuploid system, and across hundreds of human cancer cell lines, confirming their relevance to human cancer. Overall, our study provides a comprehensive resource for genetically-matched karyotypically-stable cells of various aneuploidy states, and reveals a novel therapeutically-relevant cellular dependency of aneuploid cells.

cancer biology↗

bioRxiv2023

Increased RNA and protein degradation is required for counteracting transcriptional burden and proteotoxic stress in human aneuploid cells

Aneuploidy, an abnormal chromosome composition, results in a stoichiometric imbalance of protein complexes, which jeopardizes the fitness of aneuploid cells. Aneuploid cells thus need to compensate for the imbalanced DNA levels by regulating their RNA and protein levels, a phenomenon known as dosage compensation. However, the molecular mechanisms involved in dosage compensation in human cells - and whether they can be targeted to selectively kill aneuploid cancer cells - remain unknown. Here, we addressed this question via molecular dissection of multiple diploid vs. aneuploid cell models. Using genomic and functional profiling of a novel isogenic system of RPE1-hTERT cells with various degrees of aneuploidy, we found that aneuploid cells cope with both transcriptional burden and proteotoxic stress. At the mRNA level, aneuploid cells increased RNA synthesis, but concomitantly elevated several RNA degradation pathways, in particular the nonsense-mediated decay (NMD) and the microRNA-mediated mRNA silencing pathways. Consequently, aneuploid cells were more sensitive to the genetic or chemical perturbation of several key components of these RNA degradation pathways. At the protein level, aneuploid cells experienced proteotoxic stress, resulting in reduced translation and increased protein degradation, rendering them more sensitive to proteasome inhibition. These findings were recapitulated across hundreds of human cancer cell lines and primary tumors, confirming that both non-transformed and transformed cells alter their RNA and protein metabolism in order to adapt to the aneuploid state. Our results reveal that aneuploid cells are dependent on the over- or under-activation of several nodes along the gene expression process, identifying these pathways as clinically-actionable vulnerabilities of aneuploid cells.

cancer biology↗

bioRxiv2022

Molecular origins of genome instability following a single chromosome mis-segregation event

Chromosome instability (CIN) is the most common form of genome instability and is a hallmark of cancer. CIN invariably leads to aneuploidy, a state of karyotype imbalance. Here, we show that aneuploidy can also trigger CIN. We found that aneuploid cells experience DNA replication stress in their first S-phase and precipitate in a state of continuous CIN. This generates a repertoire of genetically diverse cells that can either continue proliferating or stop dividing. Cycling aneuploid cells display lower karyotype complexity compared to the arrested ones and increased expression of DNA repair signatures. Interestingly, the same signatures were upregulated in highly-proliferative cancer cells, which might enable them to proliferate despite the disadvantage conferred by aneuploidy-induced CIN. Altogether, our study reveals the short-term origins of CIN following aneuploidy and indicates the aneuploid state of cancer cells as a point mutation-independent source of genome instability, providing an explanation for aneuploidy occurrence in tumors.

cell biology↗

bioRxiv2020

Inheritance of associative memories in C. elegans ‎nematodes

The notion that associative memories may be transmitted across generations is intriguing, yet controversial. Here, we trained C. elegans nematodes to associate an odorant with stressful starvation conditions, and surprisingly, this associative memory was evident two generations down of the trained animals. The inherited memory endowed the progeny with a fitness advantage, as memory reactivation induced rapid protective stress responses that allowed the animals to prepare in advance for an impending adversity. Sperm, but not oocytes, transmitted the associative memory, and the inheritance required H3K9 and H3K36 methylations, the small RNA-binding Argonaute NRDE-3, and intact neuropeptide secretion. Remarkably, activation of a single chemosensory neuron sufficed to induce a serotonin-mediated systemic stress response in both the parental trained generation and in its progeny. These findings challenge long-held concepts by establishing that associative memories may indeed be transferred across generations.

neuroscience↗