Abhineet Ram’s research while affiliated with University of California, Davis and other places

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Publications (12)


Spatiotemporal Clusters of ERK Activity Coordinate Cytokine-induced Inflammatory Responses in Human Airway Epithelial Cells
  • Article

November 2024

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1 Read

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2 Citations

American Journal of Respiratory Cell and Molecular Biology

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Daniel Oberbauer

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Kenneth J Chmiel

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John G Albeck

Spatially coordinated ERK signaling events ("SPREADs") transmit radially from a central point to adjacent cells via secreted ligands for EGFR and other receptors. SPREADs maintain homeostasis in non-pulmonary epithelia, but it is unknown whether they play a role in the airway epithelium or are dysregulated in inflammatory disease. To address these questions, we measured SPREAD activity with live-cell ERK biosensors in human bronchial epithelial cell lines (HBE1 and 16HBE) and primary human bronchial epithelial (pHBE) cells, in both submerged and biphasic Air-Liquid Interface (ALI) culture conditions (i.e., differentiated cells). Airway epithelial cells were exposed to pro-inflammatory cytokines relevant to asthma and chronic obstructive pulmonary disease (COPD). Type 1 pro-inflammatory cytokines significantly increased the frequency of SPREADs, which coincided with epithelial barrier breakdown in differentiated pHBE cells. Furthermore, SPREADs correlated with IL-6 peptide secretion and the appearance of localized clusters of phospho-STAT3 immunofluorescence. To probe the mechanism of SPREADs, cells were co-treated with pharmacological treatments (gefitinib, tocilizumab, hydrocortisone) or metabolic modulators (insulin, 2-deoxyglucose). Hydrocortisone, inhibitors of receptor signaling, and suppression of metabolic function decreased SPREAD occurrence, implying that pro-inflammatory cytokines and glucose metabolism modulate SPREADs in human airway epithelial cells via secreted EGFR and IL6R ligands. We conclude that spatiotemporal ERK signaling plays a role in barrier homeostasis and dysfunction during inflammation of the airway epithelium. This novel signaling mechanism could be exploited clinically to supplement corticosteroid treatment for asthma and COPD.


Influenza A defective viral genomes and non-infectious particles are in-creased by host PI3K inhibition via anti-cancer drug alpelisib
  • Preprint
  • File available

July 2024

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19 Reads

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1 Citation

RNA viruses produce abundant defective viral genomes during replication, setting the stage for interactions between viral genomes that alter the course of pathogenesis. Harnessing these interactions to develop antivirals has become a recent goal of intense research focus. Despite decades of research, the mechanisms that regulate the production and interactions of Influenza A defective viral genomes are still unclear. The role of the host is essentially unexplored; specifically, it remains unknown whether host metabolism can influence the formation of defective viral genomes and the particles that house them. To address this question, we manipulated host cell anabolic signaling activity and monitored the production of defective viral genomes and particles by A/H1N1 and A/H3N2 strains, using a combination of single-cell immunofluorescence quantification, third-generation long-read sequencing, and the cluster-forming assay, a method we developed to titer defective and fully-infectious particles simultaneously. Here we show that alpelisib (Piqray), a highly selective inhibitor of mammalian Class 1a phosphoinositide-3 kinase (PI3K) receptors, significantly changed the proportion of defective particles and viral genomes (specifically deletion-containing viral genomes) in a strain-specific manner, under conditions that minimize multiple cycles of replication. Alpelisib pre-treatment of cells led to an increase in defective particles in the A/H3N2 strain, while the A/H1N1 strain showed a decrease in total viral particles. In the same infections, we found that defective viral genomes of polymerase and antigenic segments increased in the A/H1N1 strain, while the total particles decreased suggesting defective interference. We also found that the average deletion size in polymerase complex viral genomes in-creased in both the A/H3N2 and A/H1N1 strains. The A/H1N1 strain, additionally showed a dose-dependent increase in total number of defective viral genomes. In sum, we provide evidence that host cell metabolism can increase the production of defective viral genomes and particles at an early stage of infection, shifting the makeup of the infection and potential interactions among virions. Given that Influenza A defective viral genomes can inhibit pathogenesis, our study presents a new line of investigation into metabolic states associated with less severe flu infection and the potential induction of these states with metabolic drugs.

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Deciphering the History of ERK Activity from Fixed-Cell Immunofluorescence Measurements

February 2024

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31 Reads

The Ras/ERK pathway drives cell proliferation and other oncogenic behaviors, and quantifying its activity in situ is of high interest in cancer diagnosis and therapy. Pathway activation is often assayed by measuring phosphorylated ERK. However, this form of measurement overlooks dynamic aspects of signaling that can only be observed over time. In this study, we combine a live, single-cell ERK biosensor approach with multiplexed immunofluorescence staining of downstream target proteins to ask how well immunostaining captures the dynamic history of ERK activity. Combining linear regression, machine learning, and differential equation models, we develop an interpretive framework for immunostains, in which Fra-1 and pRb levels imply long term activation of ERK signaling, while Egr-1 and c-Myc indicate recent activation. We show that this framework can distinguish different classes of ERK dynamics within a heterogeneous population, providing a tool for annotating ERK dynamics within fixed tissues.


A guide to ERK dynamics, part 1: mechanisms and models

December 2023

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63 Reads

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13 Citations

Biochemical Journal

Extracellular signal-regulated kinase (ERK) has long been studied as a key driver of both essential cellular processes and disease. A persistent question has been how this single pathway is able to direct multiple cell behaviors, including growth, proliferation, and death. Modern biosensor studies have revealed that the temporal pattern of ERK activity is highly variable and heterogeneous, and critically, that these dynamic differences modulate cell fate. This two-part review discusses the current understanding of dynamic activity in the ERK pathway, how it regulates cellular decisions, and how these cell fates lead to tissue regulation and pathology. In part 1, we cover the optogenetic and live-cell imaging technologies that first revealed the dynamic nature of ERK, as well as current challenges in biosensor data analysis. We also discuss advances in mathematical models for the mechanisms of ERK dynamics, including receptor-level regulation, negative feedback, cooperativity, and paracrine signaling. While hurdles still remain, it is clear that higher temporal and spatial resolution provide mechanistic insights into pathway circuitry. Exciting new algorithms and advanced computational tools enable quantitative measurements of single-cell ERK activation, which in turn inform better models of pathway behavior. However, the fact that current models still cannot fully recapitulate the diversity of ERK responses calls for a deeper understanding of network structure and signal transduction in general.


Figure 1. Differential gene expression responses to ERK signaling.
A guide to ERK dynamics, part 2: downstream decoding

December 2023

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110 Reads

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11 Citations

Biochemical Journal

Signaling by the extracellular signal-regulated kinase (ERK) pathway controls many cellular processes, including cell division, death, and differentiation. In this second installment of a two-part review, we address the question of how the ERK pathway exerts distinct and context-specific effects on multiple processes. We discuss how the dynamics of ERK activity induce selective changes in gene expression programs, with insights from both experiments and computational models. With a focus on single-cell biosensor-based studies, we summarize four major functional modes for ERK signaling in tissues: adjusting the size of cell populations, gradient-based patterning, wave propagation of morphological changes, and diversification of cellular gene expression states. These modes of operation are disrupted in cancer and other related diseases and represent potential targets for therapeutic intervention. By understanding the dynamic mechanisms involved in ERK signaling, there is potential for pharmacological strategies that not only simply inhibit ERK, but also restore functional activity patterns and improve disease outcomes.



Live-Cell Sender-Receiver Co-cultures for Quantitative Measurement of Paracrine Signaling Dynamics, Gene Expression, and Drug Response

April 2023

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20 Reads

Methods in molecular biology (Clifton, N.J.)

Paracrine signaling is a fundamental process regulating tissue development, repair, and pathogenesis of diseases such as cancer. Herein we describe a method for quantitatively measuring paracrine signaling dynamics, and resultant gene expression changes, in living cells using genetically encoded signaling reporters and fluorescently tagged gene loci. We discuss considerations for selecting paracrine "sender-receiver" cell pairs, appropriate reporters, the use of this system to ask diverse experimental questions and screen drugs blocking intracellular communication, data collection, and the use of computational approaches to model and interpret these experiments.


ERK signaling dynamics: Lights, camera, transduction

September 2022

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27 Reads

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1 Citation

Developmental Cell

Three-dimensional mammary epithelial acini are a model for understanding how microenvironment-driven signaling coordinates cell behavior and tissue morphogenesis. In this issue of Developmental Cell, Ender et al. use live-cell imaging to capture dynamic spatiotemporal patterns of ERK activity that instruct cell migration and survival fates in developing acini.



Figure 1. UV Radiation induces entosis (A) UV radiation induces entosis in a dose-dependent manner. Graph shows the percentage of entosis in MCF7 cells after increasing doses of UV radiation, as determined by immunofluorescence 24 h after UV exposure. (B) Representative images of MCF7 cells after UV radiation. Cell-cell junctions are indicated by E-cadherin immunostaining (green); lysosomal membranes by Lamp1 (red); and nuclei are stained with DAPI (blue). Entotic structures are indicated with arrows. (C) ROCK inhibition inhibits entosis. Graph shows the quantification of entosis 24 h after exposure to UV radiation with the indicated treatments. Error bars depict mean G SD, with at least three independent experiments. (D) Induction of entosis requires E-Cadherin. Graph shows the quantification of entosis in wt MCF7, E-Cadherin (CDH1)-knockout MCF7, and E-Cadherinknockout with E-Cadherin re-expression (re-exp) cells, 24 h after UV radiation exposure. Error bars depict mean G SD, with at least three independent experiments. (E) UV radiation induces entosis in HCT116, BxPC3, and 16HBE cells. Graph shows the quantification of engulfment with the indicated treatment 24 h after UV radiation, as determined by immunofluorescence. Error bars depict mean G SD, with at least three independent experiments. (F) Representative images of 16HBE cells 24h after UV radiation. Immunostaining for E-Cadherin (green), and LAMP1 (red) are shown. Cell nuclei are marked by DAPI (blue). Entotic structures are indicated with arrows. See also Figure S1.
Figure 3. UV radiation-induced entosis results from heterogeneity in JNK signaling (A) Representation of JNK KTR in MCF7 cells. Cytoplasmic to nuclear fluorescence ratios of the reporter are quantified for both inner and outer cells of entotic pairs (left), or for control single cell pairs (right). Left schematic depicts inner cell with higher cytoplasmic to nuclear ratio than outer cell, which matches the center cell image (bottom panel: JNK KTR fluorescence in grayscale, C = cytoplasm, N = nucleus; top panel: same entotic cell pair shown with DIC and JNK KTR fluorescence (red)). (B) JNK activity measurements for control (No UV, black, n = 87 cells), UV-irradiated single cells (red, n = 86 cells) and entotic cell pairs (blue = inner cell, n = 43 cells; green = outer cell, n = 43 cells), made by calculating JNK KTR fluorescence ratios over time. Note inner cells maintain high levels of JNK activity while host cells reduce JNK activity prior to entosis induction (arrow). Graph shows JNK activity 210 min prior to entosis induction to 30 min afterward, as determined by time-lapse imaging. Error bars depict mean G SD, with at least three independent experiments. (C) Entotic cell pairs have higher JNK activity ratios compared to neighboring single cells. Graph shows JNK activity ratio (defined in schematic) 210 min prior to entosis induction to 30 min afterward. Black depicts JNK activity ratios of entotic pairs (n = 43 pairs); red line depicts JNK activity ratio for random single cells (n = 43 pairs). Error bars depict mean G SD, with at least three independent experiments. (D) JNK1/2 knockdown cells preferentially engulf control cells after exposure to UV radiation. Graph shows the percentage of red labeled-cells that are outer or inner cells when mixed with green-labeled control MCF7 cells and cultured for 24 hr after exposure to UV radiation. Error bars depict mean G SD. Data are from five independent experiments with at least 50 entotic pairs counted in each experiment.
Figure 4. Engulfment and degradation of corpses provides a survival advantage (A) Entotic death rate of internalized cells increases after exposure to UV radiation. Graph shows internalized cell death rates for MCF7 cells with (red) or without (black) exposure to UV. Death rates are determined over a 10 hr period after the completion of entosis, as determined by a vacuole appearance in the outer cell by DIC microscopy. Error bars depict mean G SD. Data are from at least three independent experiments with at least 20 entotic pairs counted in each experiment. (B) Entotic host cells survive at higher rates than neighboring single cells, in a lysosome-dependent manner. Graph shows the quantification of survival rates for entotic host cells and neighboring single cells after exposure to UV radiation with or without ConA treatment. Cell survival rates are determined by morphology using DIC microscopy. Error bars depict mean G SD, with at least three independent experiments. Entotic host: n = 217; neighboring single cells: n = 312; entotic host with ConA: n = 167; neighboring single cells with conA: n = 435. (C) Representative images depicting internalized cell degradation in MCF7 cells. The top panel shows internalized cell in UV-irradiated culture that becomes killed and digested over time; bottom panel shows failure of internalized cell degradation in ConA-treated culture, and host cell undergoes cell death (right, arrow). Blue dotted lines depict internalized cells. (D) Phagocytosis of apoptotic corpses by J774.1 cells provides survival advantage. Graph shows quantification of cell survival in the presence or absence of apoptotic corpses and ConA. Image shows phagocytic ingestion of apoptotic corpse by J774.1 cell; blue dotted line shows corpse inside of phagosome. Error bars depict mean G SD. Data are from three independent experiments with at least 1000 cells counted in each condition. (E) Overall cell death rates determined by time-lapse microscopy after exposure to UV radiation in MCF7 and BxPC3 cells, in the presence or absence of Y27632 or Z-VAD-FMK. Y27632: ROCK inhibitor; Z-VAD-FMK: pan-caspase inhibitor. Error bars depict mean G SD, with at least 350 cells quantified in each condition from three independent experiments. Statistics are obtained using Student's t-test. (F) Frequencies of individual death types in MCF7 and BxPC3 cells exposed to UV radiation, determined by DIC morphology; representative images of entosis, apoptosis and necrosis shown on right. Note that the inhibition of entosis (with Y27632) results in more necrosis in MCF7 cells, while inhibition of apoptosis (with Z-VAD-FMK) results in more entosis in BxPC3 cells. Graph shows quantification of apoptosis, entosis, and necrosis after exposure to UV radiation, with the indicated treatment, as determined by time-lapse microscopy. Error bars depict mean G SD, with at least 150 cells quantified in each condition from three independent experiments. Statistical tests were performed using Student's t-test.
Entosis is induced by UV radiation.

July 2021

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85 Reads

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17 Citations

iScience

Entosis is a cell death mechanism that is executed through neighbor cell ingestion and killing that occurs in cancer tissues and during development. Here, we identify JNK and p38 stress-activated kinase signaling as an inducer of entosis in cells exposed to ultraviolet (UV) radiation. Cells with high levels of stress signaling are ingested and killed by those with low levels, a result of heterogeneity arising within cell populations over time. In stressed cells, entosis occurs as part of mixed-cell death response with parallel induction of apoptosis and necrosis, and we find that inhibition of one form of cell death leads to increased rates of another. Together, these findings identify stress-activated kinase signaling as a new inducer of entosis and demonstrate cross talk between different forms of cell death that can occur in parallel in response to UV radiation.


Citations (6)


... Fluorescent biosensors have revealed significant insight into the signaling activity of ERK, providing real-time activity readouts with little perturbation to normal kinase function [3]. For example, ERK activity often occurs in radiating waves originating at discrete points, both in vivo [4] and in various cell culture models [5][6][7][8]. These waves have functional significance in maintaining homeostasis of epithelial layers. ...

Reference:

Two Novel Red-FRET ERK Biosensors in the 670-720nm Range
Spatiotemporal Clusters of ERK Activity Coordinate Cytokine-induced Inflammatory Responses in Human Airway Epithelial Cells
  • Citing Article
  • November 2024

American Journal of Respiratory Cell and Molecular Biology

... The extracellular signal-regulated kinase 1/2 (ERK), a member of the MAPK family, plays a central role in signaling cascades from extracellular stimuli such as epidermal growth factor to intracellular targets 11 . ...

A guide to ERK dynamics, part 1: mechanisms and models

Biochemical Journal

... We next set out to test whether the observed signal corruption in PIK3CA H1047R mutant cells translates into altered transcriptional and phenotypic responses. First, enhanced EGF signaling through AKT and ERK should lead to an amplification of EGF-specific transcriptional responses, which are sensitive to the relative amplitude and duration of upstream signals such as ERK activation (Avraham and Yarden, 2011;Ram et al, 2023). Consistent with this prediction, we observed increased and more sustained mRNA expression of known EGF-dependent immediately early and delayed early genes in PIK3CA H1047R spheroids stimulated with EGF ( Fig. 5A). ...

A guide to ERK dynamics, part 2: downstream decoding

Biochemical Journal

... PHF23 facilitates cell proliferation and metastasis via the ERK signaling pathway in NSCLC Given the GSEA prediction that PHF23 is associated with the ERK signaling pathway (Fig. 4A), we investigated whether PHF23 is involved in the activation of the ERK signaling pathway in NSCLC cells. The ERK signaling pathway plays a crucial role in various biological processes, including cell metabolism, cell proliferation, and cell growth [19][20][21]. Using western blot assays, we found that p-ERK-1/2 (T202/Y204) levels were upregulated after PHF23 overexpression, whereas some downstream molecules of the ERK signaling pathway, such as c-myc, p38 and p-Jun, were downregulated ( Supplementary Fig. 4A). ...

ERK signaling dynamics: Lights, camera, transduction
  • Citing Article
  • September 2022

Developmental Cell

... Numerous studies have demonstrated the significant physiological functions of NCA/CASM, particularly in the immune system, cancer, neurodegenerative diseases, and vision [7][8][9][10]. NCA can be classified into four main types: heterophagy-related NCA which includes LC3-associated phagocytosis (LAP) [11,12], LC3-associated macropinocytosis (LAM) [13,14], LC3-associated endocytosis (LANDO) [15,16] ,and entosis [17,18]; pharmacological treatment-induced NCA, such as lysosomotropic drugs [19][20][21], Ionophores [22], TRPML1 agonists [23] and drugs driving Golgi ATG8 lipidation [24,25]; pathogenic factor-induced NCA which includes viruses, STING, and bacterial toxins [26][27][28]; other candidate NCA-related processes including microautophagy and LC3dependent extracellular vesicle loading (LDELS) [29]. ...

Entosis is induced by UV radiation.

iScience

... Targeted therapies and immunotherapies have produced remarkable clinical responses in many solid tumors and improved patients' prognosis, which makes them among the mainstream and most effective strategies for cancer treatment 2 . However, due to the inadequacy of targeted therapies and the heterogeneity of tumours, the cure rate and prognosis of patients are still unsatisfactory 3,4 . Furthermore, the therapeutic efficacy of targeted drugs is limited by the emergence of drug resistance 5 . ...

Systems-Level Properties of EGFR-RAS-ERK Signaling Amplify Local Signals to Generate Dynamic Gene Expression Heterogeneity

Cell Systems