Biology subjects

Chatterjee, D.

Publications and source records attributed to Chatterjee, D..

At least 37 records · Page 2Linked to original sources

bioRxiv2024

Conformational dynamics of the HIV-1 envelope glycoprotein from CRF01_AE is associated with susceptibility to antibody-dependent cellular cytotoxicity

The HIV-1 envelope glycoprotein (Env) is expressed at the surface of infected cells and as such can be targeted by non-neutralizing antibodies (nnAbs) that mediate antibody-dependent cellular cytotoxicity (ADCC). Previous single-molecule Forster resonance energy transfer (smFRET) studies demonstrated that Env from clinical isolates predominantly adopt a "closed" conformation (State 1), which is resistant to nnAbs. After interacting with the cellular receptor CD4, the conformational equilibrium of Env shifts toward States 2 and 3, exposing the coreceptor binding site (CoRBS) and permitting binding of antibodies targeting this site. We showed that the binding of anti- CoRBS Abs enables the engagement of other nnAbs that target the cluster A epitopes on Env. Anti-cluster A nnAbs stabilize an asymmetric Env conformation, State 2A, and have potent ADCC activity. CRF01_AE strains were suggested to be intrinsically susceptible to ADCC mediated by nnAbs. This may be due to the presence of a histidine at position 375, known to shift Env towards more "open" conformations. In this work, through adaptation of an established smFRET imaging approach, we report that the conformational dynamics of native, unliganded HIV-1CRF01_AE Env indicates frequent sampling of the State 2A conformation. This is in striking contrast with Envs from clades A and B, for example HIV-1JR-FL, which do not transition to State 2A in the absence of ligands. These findings inform on the conformational dynamics of HIV-1CRF01_AE Env, which are relevant for structure-based design of both synthetic inhibitors of receptor binding, and enhancers of ADCC as therapeutic alternatives. IMPORTANCEA concerning increase in infections with HIV-1CRF01_AE has occurred globally and regionally in recent years, especially in Southeast Asia. Despite the advances made in understanding HIV-1 Env conformational dynamics, the knowledge about Env from HIV- 1CRF01_AE is limited. Here, we demonstrate that HIV-1CRF01_AE Env readily samples an open conformation (State 2A), which is susceptible to ADCC. This is in contrast with the subtypes previously studied from HIV-1 group M that rely on anti-cluster A antibodies to adopt State 2A. These findings are relevant for the structure-based design of novel synthetic inhibitors of CD4 binding and enhancers of ADCC for elimination of infected cells.

microbiology↗

bioRxiv2024

B cells targeting parasites capture spatially linked antigens to secure T cell help

Our understanding of T-cell-dependent humoral responses has been largely shaped by studies involving model antigens such as recombinant proteins and viruses 1,2. In these contexts, B cells internalize the entire antigen or pathogen, and present a range of antigens to helper CD4+ T cells to initiate the humoral response. However, this model does not account for large pathogens (such as parasites) that are too large to be taken up by individual B cells, and the mechanisms by which B cells acquire and present antigens from large complex pathogens to T cells remain poorly understood. Here we used Plasmodium, the causative parasite of malaria, as a model to investigate the requirements for T cell help for B cells targeting the Plasmodium surface circumsporozoite protein (CSP). Upon Plasmodium sporozoite (SPZ) immunization, CSP-specific B cells can form a synapse-like structure with SPZs and take up CSP and non-CSP surface antigens. As a result, CSP-specific B cells can receive help from CD4+ T cells specific to antigens that are located on the surface but not cytosol of the Plasmodium SPZ. Therefore, B cells can obtain help, not only from T cells with the same protein specificity, but also from T cells specific for spatially linked antigens. This flexibility in T cell help may enhance the initiation and maintenance of humoral immune responses to complex pathogens.

immunology↗

bioRxiv2024

A magnesium transporter CorA of Mycobacterium smegmatis enhances the tolerance of structurally unrelated antibiotics in the host cells

Ion transporters or channels are involved in maintaining metal homeostasis in bacterial cells by aiding the movement of metal ions across the cell, which might also facilitate the export of antimicrobials. Ubiquitous magnesium transporter, CorA of Mycobacterium smegmatis is well known for its role in maintaining magnesium homeostasis. However, little is known about its involvement in exerting antimicrobial resistance. Here, with the help of molecular genetics, in vivo and in silico studies we tried to envisage the role of CorA of M. smegmatis in antimicrobial resistance of M. smegmatis and E. coli. Expression of corA in M. smegmatis and E. coli increased the tolerance of the host cells towards various structurally unrelated antibiotics and anti-tubercular drugs. In addition, a significantly lower accumulation of norfloxacin and ofloxacin by the host cells expressing corA further indicated its role in enhancing the efflux pump activity. Moreover, the presence of a sub-inhibitory concentration of Mg2+ resulted in increased low-level tolerance towards the tested drugs. Furthermore, CorA enhanced the biofilm-forming ability of cells expressing it. Overall, we speculate that magnesium transporter CorA facilitates multi-drug efflux activity of the host cells where Mg2+ might act as a facilitator in the process. IMPORTANCEMagnesium acts as a co-factor for various biochemical and physiological reactions, such as protein synthesis, cell membrane integrity, nucleic acid synthesis, etc. Metal transporters maintain metal homeostasis by regulating the uptake, efflux, or transportation of metals in certain necessary cellular compartments. In bacteria, magnesium ion (Mg2+) is mainly supplied by the CorA protein which is a ubiquitous family of transport proteins and extensively studied in E. coli and Salmonella sp. However, little is known about the functional relationship of metal transporters of Mycobacterium sp with extrusion of antibiotics, and their involvement in stress tolerance. Here, we report CorA (MSMEG_5056), a magnesium transporter of Mycobacterium smegmatis in influencing the extrusion of multiple structurally unrelated classes of drugs and enhancing the biofilm formation of E. coli and Mycobacterium smegmatis. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=74 SRC="FIGDIR/small/602764v1_ufig1.gif" ALT="Figure 1"> View larger version (26K): org.highwire.dtl.DTLVardef@11a5f5corg.highwire.dtl.DTLVardef@6ac8f9org.highwire.dtl.DTLVardef@b083dcorg.highwire.dtl.DTLVardef@a0fb8a_HPS_FORMAT_FIGEXP M_FIG O_FLOATNOGraphical Abstract:C_FLOATNO Hypothetical model of Antibiotic export by CorA. Antibiotics bind to the closed state of the protein (left). During the transition to the open state (right), the to-and-fro motion between multiple open states drives the efflux of the antibiotic while facilitating the import of Mg2+. The colors of the models correspond to the chain ID. The bottom views of both the closed and open states are shown in the rectangular box, with the color indicated by their respective chain IDs. C_FIG

microbiology↗

bioRxiv2024

The combination of three CD4-induced antibodies targeting highly conserved Env regions with a small CD4-mimetic achieves potent ADCC activity

The majority of naturally-elicited antibodies against the HIV-1 envelope glycoproteins (Env) are non-neutralizing (nnAbs), because they are unable to recognize the Env timer in its native "closed" conformation. Nevertheless, it has been shown that nnAbs have the potential to eliminate HIV-1-infected cells by Antibody-Dependent Cellular Cytotoxicity (ADCC) provided that Env is present on the cell surface in its "open" conformation. This is because most nnAbs recognize epitopes that become accessible only after Env interaction with CD4 and the exposure of epitopes that are normally occluded in the closed trimer. HIV-1 limits this vulnerability by downregulating CD4 from the surface of infected cells, thus preventing a premature encounter of Env with CD4. Small CD4-mimetics (CD4mc) sensitize HIV-1-infected cells to ADCC by opening the Env glycoprotein and exposing CD4-induced (CD4i) epitopes. There are two families of CD4i nnAbs, termed anti-cluster A and anti-CoRBS Abs, which are known to mediate ADCC in the presence of CD4mc. Here, we performed Fab competition experiments and found that anti-gp41 cluster I antibodies comprise a major fraction of the plasma ADCC activity in people living with HIV (PLWH). Moreover, addition of gp41 cluster I antibodies to cluster A and CoRBS antibodies greatly enhanced ADCC mediated cell killing in the presence of a potent indoline CD4mc, CJF-III-288. This cocktail outperformed broadly-neutralizing antibodies and even showed activity against HIV-1 infected monocyte-derived macrophages. Thus, combining CD4i antibodies with different specificities achieves maximal ADCC activity, which may be of utility in HIV cure strategies. IMPORTANCEThe elimination of HIV-1-infected cells remains an important medical goal. While current antiretroviral therapy decreases viral loads below detection levels, it does not eliminate latently infected cells which form the viral reservoir. Here, we developed a cocktail of non-neutralizing antibodies targeting highly conserved Env regions and combined it with a potent indoline CD4mc. This combination exhibited very potent ADCC activity against HIV-1-infected primary CD4+ T cells as well as monocyte-derived macrophages, suggesting its potential utility in decreasing the size of the viral reservoir.

microbiology↗

bioRxiv2024

Comparative Analysis of Machine Learning Algorithms for Breast Cancer Classification: SVM Outperforms XGBoost, CNN, RNN, and Others

This study evaluates ten machine learning algorithms for classifying breast cancer cases as malignant or benign based on physical attributes. Algorithms tested include XGBoost, CNN, RNN, AdaBoost, Adaptive Decision Learner, fLSTM, GRU, Random Forest, SVM, and Logistic Regression. Using a robust dataset from UCI machine learning Breast Cancer, SVM emerged as the most accurate, achieving 98.2456% accuracy. While AdaBoost, Logistic Regression, Neural Networks, and Random Forest showed promise, none matched SVMs accuracy. These findings underscore the potential of machine learning, particularly SVMs, in cancer diagnosis and treatment by analyzing physical attributes for improved diagnostics and targeted therapies.

bioinformatics↗

bioRxiv2024

KSR1 regulates small-cell lung carcinoma tumor initiation and therapy resistance

Small-cell lung cancer (SCLC) has a dismal five-year survival rate of less than 7%, with limited advances in first line treatment over the past four decades. Tumor-initiating cells (TICs) contribute to resistance and relapse, a major impediment to SCLC treatment. Here, we identify Kinase Suppressor of Ras 1 (KSR1), a molecular scaffold for the Raf/MEK/ERK signaling cascade, as a critical regulator of SCLC TIC formation and tumor initiation in vivo. We further show that KSR1 mediates cisplatin resistance in SCLC. While 50-70% of control cells show resistance after 6-week exposure to cisplatin, CRISPR/Cas9-mediated KSR1 knockout prevents resistance in >90% of SCLC cells in ASCL1, NeuroD1, and POU2F3 subtypes. KSR1 KO significantly enhances the ability of cisplatin to decrease SCLC TICs via in vitro extreme limiting dilution analysis (ELDA), indicating that KSR1 disruption enhances the cisplatin toxicity of cells responsible for therapeutic resistance and tumor initiation. The ability of KSR1 disruption to prevent cisplatin resistant in H82 tumor xenograft formation supports this conclusion. Previous studies indicate that ERK activation inhibits SCLC tumor growth and development. We observe a minimal effect of pharmacological ERK inhibition on cisplatin resistance and no impact on TIC formation via in vitro ELDA. However, mutational analysis of the KSR1 DEF domain, which mediates interaction with ERK, suggests that ERK interaction with KSR1 is essential for KSR1-driven cisplatin resistance. These findings reveal KSR1 as a key regulatory protein in SCLC biology and a potential therapeutic target across multiple SCLC subtypes. Statement of ImplicationGenetic manipulation of the molecular scaffold KSR1 in small-cell lung cancer cells reveals its contribution to cisplatin resistance and tumor initiation.

cancer biology↗

bioRxiv2024

Intermolecular Energy Migration via HomoFRET Captures the Modulation in the Material Property of Phase-Separated Biomolecular Condensates

Biomolecular condensation via phase separation of proteins and nucleic acids has emerged as a crucial mechanism underlying the spatiotemporal organization of cellular components into functional membraneless organelles. However, aberrant maturation of these dynamic, liquid-like assemblies into irreversible gel-like or solid-like aggregates is associated with a wide range of fatal neurodegenerative diseases. New tools are essential to dissect the changes in the internal material properties of these biomolecular condensates that are often modulated by a wide range of factors involving the sequence composition, truncations, mutations, post-translational modifications, and the stoichiometry of nucleic acids and other biomolecules. Here, we employ homo-Forster Resonance Energy Transfer (homoFRET) as a proximity ruler to study intermolecular energy migration that illuminates the molecular packing in the nanometric length-scale within biomolecular condensates. We used the homoFRET efficiency, measured by a loss in the fluorescence anisotropy due to rapid depolarization, as a readout of the molecular packing giving rise to material properties of biomolecular condensates. Using single-droplet anisotropy imaging, we recorded spatially-resolved homoFRET efficiencies of condensates formed by fluorescent protein-tagged Fused in Sarcoma (FUS). By performing single-droplet picosecond time-resolved anisotropy measurements, we were able to discern various energy migration events within the dense network of polypeptide chains in FUS condensates. Our homoFRET studies also captured the modulation of material properties by RNA, ATP, and post-translational modification. Additionally, we utilized mammalian cell lines stably expressing FUS to study nuclear FUS and oxidative stress-induced stress granule formation in the cytoplasm. Our studies demonstrate that spatially-resolved homoFRET methodology offers a potent tool for studying intracellular phase transitions in cell physiology and disease.

biophysics↗

bioRxiv2024

Host response during unresolved urinary tract infection alters mammary tissue homeostasis through collagen deposition and TIMP1

Exposure to pathogens throughout a lifetime influences immunity and organ function. Here, we explored how the systemic host-response to bacterial urinary tract infection (UTI) induces tissue-specific alterations to the mammary gland. Utilizing a combination of histological tissue analysis, single cell RNA sequencing and flow cytometry, we identified that mammary tissue from UTI-bearing mice display collagen deposition, enlarged ductal structures, ductal hyperplasia with atypical epithelial transcriptomes and altered immune composition. Bacterial cells were absent in the mammary tissue and blood of UTI-bearing mice, therefore, alterations to the distal mammary tissue were mediated by the systemic host response to local infection. Furthermore, broad spectrum antibiotic treatment resolved the infection and restored mammary cellular and tissue homeostasis. Systemically, unresolved UTI correlated with increased plasma levels of the metalloproteinase inhibitor, TIMP1, which controls extracellular matrix (ECM) remodeling and neutrophil function. Treatment of nulliparous and post-lactation UTI-bearing female mice with a TIMP1 neutralizing antibody, or broad-spectrum antibiotic, prevented mammary collagen deposition, thus providing evidence for an unexpected link between the systemic host response during UTI and mammary alterations. SummaryThe systemic response during urinary tract infection induces TIMP1-driven collagen deposition specifically into the mammary gland.

developmental biology↗

bioRxiv2023

GSK3β phosphorylation catalyzes the aggregation of Tau into Alzheimer's disease-like amyloid strain

The pathological deposition of proteins is a hallmark of several devastating neurodegenerative diseases. These pathological deposits comprise aggregates of proteins that adopt distinct structures named strains. However, the molecular factors responsible for the formation of distinct aggregate strains are unknown. Here we show that the serine/threonine kinase GSK3{beta} catalyzes the aggregation of the protein tau into an Alzheimers disease-like amyloid strain. We demonstrate that phosphorylation by GSK3{beta}, but not by several other kinases, promotes the aggregation of full-length tau through enhanced phase separation into gel-like condensate structures. Cryo-electron microscopy further reveals that the amyloid fibrils formed by GSK3{beta}-phosphorylated tau adopt a fold comparable to that of paired helical filaments isolated from the brains of AD patients. Our results elucidate the intricate relationship between post-translational modification and the formation of tau strains in neurodegenerative diseases.

biophysics↗

bioRxiv2023

A non-canonical role of somatic CYCLIN D/CYD-1 in oogenesis and reproductive aging, dependent on the FOXO/DAF-16 activation state

For the optimal survival of a species, an organism coordinates its reproductive decisions with the nutrient availability of its niche. Thus, nutrient-sensing pathways like insulin-IGF-1 signaling (IIS) play an important role in modulating cell division, oogenesis, and reproductive aging. Lowering of the IIS leads to the activation of the downstream FOXO transcription factor (TF) DAF-16 in Caenorhabditis elegans which promotes oocyte quality and delays reproductive aging. However, less is known about how the IIS axis responds to changes in cell cycle proteins, particularly in the somatic tissues. Here, we show a new aspect of the regulation of the germline by this nutrient- sensing axis. First, we show that the canonical G1-S cyclin, cyclin D/cyd-1, regulates reproductive aging from the uterine tissue of wild-type worms. Then, we show that knocking down cyd-1 in the uterine tissue of an IIS receptor mutant arrests oogenesis at the pachytene stage of meiosis-1 in a FOXO/DAF-16-dependent manner. We find that activated FOXO/DAF-16 destroys the somatic gonad tissues like the sheath cells, and transcriptionally prevents the spermatogenesis-to- oogenesis switch to orchestrate this arrest. Deleting FOXO/DAF-16 releases the arrest and restores the somatic gonad but leads to the production of poor-quality oocytes. Together, our study reveals the unrecognized cell non-autonomous interaction of CYD-1 and FOXO/DAF-16 in reproductive aging and the regulation of oogenesis.

developmental biology↗

bioRxiv2023

Development of LRRK2 designed ankyrin-repeat proteins

Leucine rich repeat kinase 2 (LRRK2) is a large multidomain protein containing two catalytic domains, a kinase and a GTPase, as well protein interactions domains, including a WD40 domain. The association of increased LRRK2 kinase activity with both the familial and sporadic forms of Parkinsons disease (PD) has led to intense interest in determining its cellular function. However, small molecule probes that can bind to LRRK2 and report on or affect its activity are needed. Here, we identified a series of high-affinity LRRK2-binding designed ankyrin-repeat proteins (DARPins). One of these DARPins (E11) bound to the LRRK2 WD40 domain with high affinity. LRRK2 bound to DARPin E11 showed improved behavior on cryo-EM grids, resulting in higher resolution LRRK2 structures. DARPin E11 did not affect the catalytic activity of a truncated form of LRRK2 in vitro but decreased the phosphorylation of Rab8A, a LRRK2 substrate, in cells. We also found that DARPin E11 disrupts the formation of microtubule-associated LRRK2 filaments in cells, which are known to require WD40-based dimerization. Thus, DARPin E11 is a new tool to explore the function and dysfunction of LRRK2 and guide the development of LRRK2 kinase inhibitors that target the WD40 domain instead of the kinase.

biochemistry↗

bioRxiv2023

Single-cell transcription mapping of murine and human mammary organoids responses to female hormones

During female adolescence and pregnancy, rising levels of hormones result in a cyclic source of signals that control the development of mammary tissue. While such alterations are well understood from a whole-gland perspective, the alterations that such hormones bring to organoid cultures derived from mammary glands have yet to be fully mapped. This is of special importance given that organoids are considered suitable systems to understand cross species breast development. Here we utilized single-cell transcriptional profiling to delineate responses of murine and human normal breast organoid systems to female hormones across evolutionary distinct species. Collectively, our study represents a molecular atlas of epithelial dynamics in response to estrogen and pregnancy hormones.

developmental biology↗

bioRxiv2023

Inhibition of Parkinsons Disease-related LRRK2 by type-I and type-II kinase inhibitors: activity and structures

Mutations in Leucine Rich Repeat Kinase 2 (LRRK2) are a common cause of familial Parkinsons Disease (PD), and a risk factor for the sporadic form. Increased kinase activity has been shown in both familial and sporadic PD patients, making LRRK2 kinase inhibitors a major focus of drug development efforts in PD. Although significant progress has been made in understanding the structural biology of LRRK2, there are no available structures of LRRK2 inhibitor complexes. To this end, we solved cryo-EM structures of LRRK2, wild-type and PD-linked mutants, bound to the LRRK2-specific type-I inhibitor MLi-2 and the broad-spectrum type-II inhibitor GZD-824. Our structures revealed LRRK2s kinase in the active-like state, stabilized by type-I inhibitor interactions, and an inactive DYG-out type-II inhibitor complex. Our structural analysis also showed how inhibitor-induced conformational changes in LRRK2 are affected by its autoinhibitory N-terminal repeats. The structural models provide a template for the rational development of LRRK2 kinase inhibitors covering both canonical inhibitor binding modes.

biophysics↗

bioRxiv2023

p53 amyloid pathology with cancer grades and p53 mutations

p53 mutation and amyloid formation are implicated with cancer pathogenesis, but the direct demonstration of the link between p53 amyloid load and cancer progression is lacking. Using multi-disciplinary techniques and a cohort of 59 tumor tissues (53 from Indian cancer patients and six normal tissues) of oral and stomach cancer types, we showed that p53 amyloid load and cancer grades are highly correlated. Further, next-generation sequencing (NGS) data suggest that not only mutant p53 (e.g., SNVs, deletions, and insertions) but wild-type p53 also formed amyloids either in the nucleus (50%) and/or in the cytoplasm in most cancer tissues. Interestingly, in all these cancer tissues, p53 displays a loss of DNA binding and transcriptional activities, which is highly aggravated with the amyloid load and cancer grades. The p53 amyloids also sequester higher amounts of p63/p73 isoforms in higher-grade of tumor tissues. The data suggest p53 misfolding/aggregation and subsequent amyloid formation lead to loss and gain of p53 tumorigenic function, aggravation of which might determine the cancers grades.

cancer biology↗

bioRxiv2023

Plasma cells are formed in waning germinal centers via an affinity-independent process

Long-lived plasma cells (PCs) secrete antibodies that can provide sustained immunity against infection. It has been proposed that high affinity cells are preferentially selected into this compartment, potentiating the immune response. Here we used single cell RNA-seq to track the development of Ighg2A10 cells, specific for the Plasmodium falciparum circumsporozoite protein (PfCSP) within the germinal center (GC). We identified cells differentiating into memory B cells (MBC) or PCs and estimated their affinity by V(D)J sequencing. While pre-memory cells were of lower affinity than GC B cells generally, the affinity of pre-PC cells was indistinguishable. Rather, a larger proportion of cells differentiated into PCs in waning GCs. These later emigrants replaced early arrivals in the bone marrow allowing the development of a high affinity PC compartment.

immunology↗

bioRxiv2023

Citizenship status and career self-efficacy: An intersectional study of biomedical trainees in the United States

This study examines the intersectional role of citizenship and gender with career self-efficacy amongst 10,803 doctoral and postdoctoral trainees in US universities. These biomedical trainees completed surveys administered by 17 US institutions that participated in the National Institutes of Health Broadening Experiences in Scientific Training (NIH BEST) Programs. Findings indicate that career self-efficacy of non-citizen trainees is significantly lower than that of US citizen trainees. While lower career efficacy was observed in women compared with men, it was even lower for non-citizen female trainees. Results suggest that specific career interests may be related to career self-efficacy. Relative to US citizen trainees, both male and female non-citizen trainees showed higher interest in pursuing a career as an academic research investigator. In comparison with non-citizen female trainees and citizen trainees of all genders, non-citizen male trainees expressed the highest interest in research-intensive (and especially principal investigator) careers. The authors discuss potential causes for these results and offer recommendations for increasing trainee career self-efficacy which can be incorporated into graduate and postdoctoral training.

scientific communication and education↗

bioRxiv2022

Cell polarity opposes Jak-STAT mediated Escargot activation that drives intratumor heterogeneity in a Drosophila tumor model

In proliferating neoplasms, microenvironment-derived selective pressures promote tumor heterogeneity by imparting diverse capacities for growth, differentiation and invasion. However, what makes a tumor cell respond to signaling cues differently from a normal cell is not well understood. In the Drosophila ovarian follicle cells, apicobasal-polarity loss induces heterogenous epithelial multilayering. When exacerbated by oncogenic-Notch expression, this multilayer displays an increased consistency in the occurrence of morphologically distinguishable cells adjacent to the polar follicle cells. Polar cells release the Jak-STAT ligand Unpaired (Upd), in response to which, neighboring polarity-deficient cells exhibit a precursor-like transcriptomic state. Using single-cell transcriptomics, we discovered the ectopic activation of the Snail-family transcription factor Escargot (Esg) in these cells. We also characterized similar relationship between Upd and Esg during early follicular development, where the establishment of polarity determines follicle-cell differentiation. Overall, our results indicate that epithelial-cell polarity acts as a gatekeeper against microenvironmental selective pressures that drive heterogeneity.

cancer biology↗

bioRxiv2022

SOS1 and KSR1 modulate MEK inhibitor responsiveness to target resistant cell populations based on PI3K and KRAS mutation status

KRAS is the most commonly mutated oncogene. Targeted therapies have been developed against mediators of key downstream signaling pathways, predominantly components of the RAF/MEK/ERK kinase cascade. Unfortunately, single-agent efficacy of these agents is limited both by intrinsic and acquired resistance. Survival of drug-tolerant persister cells (DTPs) within the heterogeneous tumor population and/or acquired mutations that reactivate receptor tyrosine kinase (RTK)/RAS signaling can lead to outgrowth of tumor initiating cells (TICs) and drive therapeutic resistance. Here, we show that targeting the key RTK/RAS pathway signaling intermediates SOS1 or KSR1 both enhances the efficacy of, and prevents resistance to, the MEK inhibitor trametinib in KRAS-mutated lung (LUAD) and colorectal (COAD) adenocarcinoma cell lines depending on the specific mutational landscape. The SOS1 inhibitor BI-3406 enhanced the efficacy of trametinib and prevented trametinib resistance by targeting spheroid initiating cells (SICs) in KRASG12/G13-mutated LUAD and COAD cell lines that lacked PIK3CA co-mutations. Cell lines with KRASQ61 and/or PIK3CA mutations were insensitive to trametinib and BI-3406 combination therapy. In contrast, deletion of the RAF/MEK/ERK scaffold protein KSR1 prevented drug-induced SIC upregulation and restored trametinib sensitivity across all tested KRAS mutant cell lines in both PIK3CA- mutated and PIK3CA wildtype cancers. Our findings demonstrate that vertical inhibition of RTK/RAS signaling is an effective strategy to prevent therapeutic resistance in KRAS- mutated cancers, but therapeutic efficacy is dependent on both the specific KRAS mutant and underlying co-mutations. Thus, selection of optimal therapeutic combinations in KRAS-mutated cancers will require a detailed understanding of functional dependencies imposed by allele-specific KRAS mutations. Significance StatementWe provide an experimental framework for evaluating both adaptive and acquired resistance to RAS pathway-targeted therapies and demonstrate how targeting specific RAS pathway signaling intermediates SOS1 or KSR1 enhanced effectiveness of and prevented resistance to MEK inhibitors in KRAS-mutated cancer cells with genotypic precision. The contribution of either effector was dependent upon the mutational landscape: SOS1 inhibition synergized with trametinib in KRASG12/G13-mutated cells expressing WT PI3K but not in KRASQ61-mutated cells or if PIK3CA is mutated. KSR1 deletion inhibited MEK/ERK complex stability and was effective in cells that are unresponsive to SOS1 inhibition. These data demonstrate how a detailed understanding of functional dependencies imposed both by allele specific KRAS mutations and specific co-mutations facilitates the optimization of therapeutic combinations.

cancer biology↗