Biology subjects

Sattely, E. S.

Publications and source records attributed to Sattely, E. S..

13 recordsLinked to original sources

bioRxiv2025

Discovery of homoharringtonine pathway enzymes reveals a whole plant model for coordinated biosynthesis

Plants produce diverse molecules that inhibit protein translation. A lead example is homoharringtonine (HHT), a key tool for ribosomal profiling and an FDA-approved treatment for chronic myeloid leukemia. HHT is commercially produced through semi-synthesis from the alkaloid core cephalotaxine (CET) extracted from endangered Cephalotaxus species. Despite its significance, the CET/HHT biosynthetic pathway remains unresolved. Here, we use paired untargeted metabolomics (stable-isotope precursor feeding) and transcriptomics to elucidate a near-complete biosynthesis to CET without prior knowledge of intermediates and biosynthetic genes. We show that while the CET core is biosynthesized only in growing root tips, CET and HHT accumulate throughout the plant. We discovered seven pathway intermediates and six novel enzymes that produce cephalotaxinone, the likely direct precursor of CET. Included are non-canonical cytochrome P450s, an atypical short-chain dehydrogenase, and a 2-oxoglutarate-dependent dioxygenase that together result in carbon excision and CET/HHT pentacyclic backbone formation. This study establishes a metabolic route to the HHT core scaffold and suggests a whole-plant coordination model in Cephalotaxus, where cephalotaxinone is produced in root tips and distributed throughout the plant for subsequent elaboration to HHT.

biochemistry↗

bioRxiv2025

An in planta single-cell screen to accelerate functional genetics

Genetic screens in whole plants are a powerful tool for functional genetics. However, elucidating gene function in highly redundant genetic programs such as signaling pathways remains challenging in both model and non-model plants. Here, we report a single-cell screening platform, PIVOT (Protoplast Isolation after Virus Overexpression in planTa), to accelerate identification and functional characterization of plant genes. We used Nicotiana benthamiana as a heterologous host to test gene libraries arrayed in a single leaf. Two elements of our system made pooled screens possible in planta: (1) we harnessed viral superinfection exclusion to ensure single multiplicity of infection per cell during pooled library delivery, and (2) we engineered a cell surface protein as a phenotypic marker for isolating cells of interest from a heterogeneous population. Using this system, we recovered known and new regulators of cytokinin signaling from an Arabidopsis open reading frame library. We anticipate PIVOT will be broadly applicable for high-throughput, single-cell functional genetic screening across the plant kingdom.

plant biology↗

bioRxiv2024

Multiplexed perturbation of yew reveals cryptic proteins that enable a total biosynthesis of baccatin III and Taxol precursors

Plants make complex and potent therapeutic molecules, but difficulties in sourcing from natural producers or chemical synthesis can challenge their use in the clinic. A prominent example is the anti-cancer therapeutic paclitaxel (Taxol(R)). Identification of the full paclitaxel biosynthetic pathway would enable heterologous drug production, but it has eluded discovery despite a half century of intensive research. Within the search space of Taxus large, enzyme-rich genome, we suspected the complex paclitaxel pathway would be difficult to resolve using conventional gene co-expression analysis and small sample sets. To improve the resolution of gene set identification, we developed a multiplexed perturbation strategy to transcriptionally profile cell states spanning tissues, cell types, developmental stages, and elicitation conditions. This approach revealed a set of paclitaxel biosynthetic genes that segregate into expression modules that suggest consecutive biosynthetic sub-pathways. These modules resolved seven new genes that, when combined with previously known enzymes, are sufficient for the de novo biosynthesis and isolation of baccatin III, an industrial precursor for Taxol, in Nicotiana benthamiana leaves at levels comparable to the natural abundance in Taxus needles. Included are taxane 1{beta}-hydroxylase (T1{beta}H), taxane 9-hydroxylase (T9H), taxane 7{beta}-O-acyltransferase (T7AT), taxane 7{beta}-O-deacetylase (T7dA), taxane 9-O-deacetylase (T9dA), and taxane 9-oxidase (T9ox). Importantly, the T9H we discovered is distinct and independently evolved from those recently reported, which failed to yield baccatin III with downstream enzymes. Unexpectedly, we also found a nuclear transport factor 2 (NTF2)-like protein (FoTO1) crucial for high yields of taxanes; this gene promotes the formation of the desired product during the first taxane oxidation step, resolving a longstanding bottleneck in paclitaxel pathway reconstitution. Together with a new {beta}-phenylalanine-CoA-ligase, the eight genes discovered in this study enables the complete reconstitution of 3-N-debenzoyl-2-deoxy-paclitaxel with a 20-enzyme pathway in Nicotiana plants. More broadly, we establish a generalizable approach for pathway discovery that scales the power of co-expression studies to match the complexity of specialized metabolism, enabling discovery of gene sets responsible for high-value biological functions.

biochemistry↗

bioRxiv2024

Discovery and characterization of dietary antigens in oral tolerance

Food antigens elicit immune tolerance through the action of intestinal regulatory T (Treg) cells. Unlike food allergens, the proteins that mediate tolerance are mostly undescribed. Here, we found that epitopes derived from seed storage proteins are targets of murine intestinal Treg cells, with the most frequent response targeting the C-terminus of the maize protein alpha-zein. An MHC tetramer loaded with this antigen revealed that zein-specific T cells are predominantly intestinal Treg cells, develop concurrently with weaning, and constitute up to 2% of the peripheral Treg cell pool. Zein-responsive Treg cells repressed naive T cell proliferation ex vivo and prior dietary exposure resulted in a constrained response upon multiple inflammatory challenges in vivo, supporting a specific role for gut-resident Treg cells in suppressing systemic immune responses. Together, our work reveals the development, immune suppressive characteristics, and function of naturally occurring Treg cells that recognize dietary seed-storage proteins, a previously undescribed class of antigens in oral tolerance. One-sentence summaryImmunodominant epitopes from seed storage proteins are a target of intestinal regulatory T cells that modulate immune challenge to food.

immunology↗

bioRxiv2024

Gut microbiota gate host exposure to metabolites from dietary Solanums

Dietary plants are molecularly rich but the fates of these compounds post-ingestion and their implications for human health are largely unknown. Here, we systematically characterized the major chemical contributions of widely consumed Solanum species (nightshades) to the human metabolome. Using untargeted metabolomics, we found that a series of steroidal alkaloids resulting from glycoalkaloids tomatine, solanine, and chaconine are dominant diet-derived compounds in systemic circulation following ingestion of tomato and potato. By comparing serum and tissue metabolomes of colonized and microbiome-depleted mice, we determined that the gut microbiota modifies these compounds extensively, altering their absorption and gating host exposure. By screening the metabolic products in human urine and stool samples, we established that steroidal glycoalkaloid metabolism varies inter-individually in a population. Furthermore, using a collection of representative human commensal type strains, we found that a limited set of strains is responsible for steroidal glycoalkaloid metabolism, with the chemical output of a community determined by its strain-level composition. These findings enabled the rational design of complex synthetic microbial communities that controlled host exposure to steroidal alkaloid metabolites in vivo. Importantly, microbial metabolism of Solanum metabolites alters their acetylcholinesterase inhibition in vitro and gut motility in vivo. Our study provides insights into the molecular mechanisms of a diet-microbiome interactions and the effects of dietary metabolites on host physiology.

microbiology↗

bioRxiv2023

Reconstitution of Early Paclitaxel Biosynthetic Network

Paclitaxel is an anticancer therapeutic produced by the yew tree. Over the last two decades, a significant bottleneck in the reconstitution of early paclitaxel biosynthesis has been the propensity of heterologously expressed pathway cytochromes P450, including taxadiene 5-hydroxylase (T5H), to form multiple products. This diverts metabolic flux away from the paclitaxel precursor, taxadien-5-ol, thus previous attempts of reconstitution have not yielded sufficient material for characterization, regardless of the heterologous host. Here, we structurally characterized four new products of T5H, many of which appear to be over-oxidation of the primary mono-oxidized products. By tuning the promoter strength for T5H expression, levels of these proposed byproducts decrease with a concomitant increase in the accumulation of taxadien-5-ol by four-fold. This engineered system enabled the reconstitution of a six step biosynthetic pathway to produce isolatable 5,10{beta}-diacetoxy-taxadien-13-ol. Furthermore, we showed that this pathway may function as a metabolic network rather than a linear pathway. The engineering of the paclitaxel biosynthetic network demonstrates that Taxus genes can coordinatively function for the biosynthetic production of key early stage paclitaxel intermediates and serves as a crucial platform for the discovery of the remaining biosynthetic genes.

plant biology↗

bioRxiv2022

Neofunctionalized carbonic anhydrases in the biosynthesis of neuroactive plant alkaloids

Plants synthesize numerous alkaloids that mimic animal neurotransmitters. The diversity of alkaloid structures is achieved through the generation and tailoring of unique carbon scaffolds. However, many neuroactive alkaloids belong to a scaffold class for which no biosynthetic route or enzyme catalyst is known. By studying highly coordinated, tissue-specific gene expression in plants that produce neuroactive Lycopodium alkaloids, we identified a new enzyme class for alkaloid biosynthesis: neofunctionalized -carbonic anhydrases (CAHs). We show that three CAH-like (CAL) enzymes are involved in a cryptic biosynthetic route to a key bicyclic precursor of the Lycopodium alkaloids, and additionally, we describe a series of oxidative tailoring steps that generate the optimized acetylcholinesterase inhibition activity of huperzine A. Our findings suggest a broader involvement of CAL enzymes in specialized metabolism and provide an example for how successive scaffold tailoring steps can drive potency against a natural protein target of interest.

biochemistry↗

bioRxiv2022

Complex scaffold remodeling in plant triterpene biosynthesis

Triterpenes with complex scaffold modifications are widespread in plants yet little is known regarding biosynthesis. Limonoids are an exemplary family that includes the bitter taste in citrus (e.g., limonin) and the active constituents in neem oil, a widely used bioinsecticide (e.g., azadirachtin). Despite limonoid commercial value, a complete biosynthetic route has not been described. Here, we report the discovery of 22 enzymes that catalyze 12 unique reactions including the 4-carbon scission and furan installation that are a signature of the limonoid family and a pair of sterol isomerases previously unknown in plants. This gene set is then used for the total biosynthesis of kihadalactone A and azadirone in a heterologous plant. These results enable access to valuable limonoids and provide a template for discovery and reconstitution of triterpene biosynthetic pathways in plants that require multiple skeletal rearrangements and oxidations.

biochemistry↗

bioRxiv2022

Modular and programmable RNA sensing using ADAR editing in living cells

With the increasing availability of single-cell transcriptomes, RNA signatures offer a promising basis for targeting living cells. Molecular RNA sensors would enable the study of and therapeutic interventions for specific cell types/stats in diverse contexts, particularly in human patients and non-model organisms. Here we describe a modular and programmable design for live RNA sensing using adenosine deaminases acting on RNA (RADAR). We validated and then expanded our basic design, characterized its performance, and thoroughly analyzed its compatibility with the human/mouse transcriptomes. We also identified strategies to further boost output levels and improve the dynamic range. We show that RADAR is programmable and modular, and uniquely enables compact AND logic. In addition to being quantitative, RADAR can distinguish disease-relevant point mutations. Finally, we demonstrate that RADAR is a self-contained system with the potential to function in diverse organisms.

bioengineering↗

bioRxiv2019

A plant host enables the heterologous production and combinatorial study of fungal lignin-degrading enzymes

Lignin has significant potential as an abundant and renewable source for commodity chemicals yet remains vastly underutilized. Efforts towards engineering a biochemical route to the valorization of lignin are currently limited by the lack of a suitable heterologous host for the production of lignin-degrading enzymes. Here, we show that expression of fungal genes in Nicotiana benthamiana enables production of members from seven major classes of enzymes associated with lignin degradation (23 of 35 tested) in soluble form for direct use in lignin activity assays. We combinatorially characterized a subset of these enzymes in the context of model lignin dimer oxidation, revealing that fine-tuned coupling of peroxide-generators to peroxidases results in more extensive C-C bond cleavage compared to direct addition of peroxide. Comparison of peroxidase isoform activity revealed that the extent of C-C bond cleavage depends on peroxidase identity, suggesting that peroxidases are individually specialized in the context of lignin oxidation. We anticipate the use of N. benthamiana as a platform to rapidly produce a diverse array of fungal lignin-degrading enzymes will facilitate a better understanding of their concerted role in nature and unlock their potential for lignin valorization, including within the plant host itself.

bioengineering↗

bioRxiv2019

A metabolic pathway for glucosinolate activation by the human gut symbiont Bacteroides thetaiotaomicron

Diet is the largest source of plant-derived metabolites that influence human health. The gut microbiota can metabolize these molecules, altering their biological function. However, little is known about the gut bacterial pathways that process plant-derived molecules. Glucosinolates are well-known metabolites in brassica vegetables and metabolic precursors to cancer-preventive isothiocyanates. Here, we identify a genetic and biochemical basis for isothiocyanate formation by Bacteroides thetaiotaomicron, a prominent gut commensal species. Using a genome-wide transposon insertion screen, we identified an operon required for glucosinolate metabolism in B. thetaiotaomicron. Expression of BT2159-BT2156 in a non-metabolizing relative, Bacteroides fragilis, resulted in gain of glucosinolate metabolism. We show that isothiocyanate formation requires the action of BT2158 and either BT2156 or BT2157 in vitro. Monocolonization of mice with mutant Bt{Delta}2157 showed reduced isothiocyanate production in the gastrointestinal tract. These data provide insight into the mechanisms by which a common gut bacterium processes an important dietary nutrient.

microbiology↗

bioRxiv2018

Plant-derived coumarins shape the composition of an Arabidopsis synthetic root microbiome

SignificanceThe root microbiome composition is largely determined by the soil inoculum, with a distinct contribution from the host. Yet, the molecular mechanisms with which the host influences its rhizobiome are only beginning to be discovered. Using a hydroponics-based synthetic community approach, we probe the impact of root-exuded specialized metabolites in shaping the root microbiome. We uncover a role for coumarins in structuring the rhizobiome, particularly by limiting the growth of a Pseudomonas strain, for which we propose a mechanism of action. Our findings support the exciting possibility that root-exuded coumarins form a part of the plants adaptive response to iron deficiency that goes beyond iron mobilization to modulate the rhizobiome, and highlights avenues towards engineering the rhizosphere for plant health.\n\nAbstractThe factors that dictate the composition of the root microbiome and its role in plant fitness has been a long-standing question. Recent work has highlighted a major contribution of the soil inoculum in determining the composition of the root microbiome. However, plants are known to conditionally exude a diverse array of unique secondary metabolites, largely varying between species and environmental conditions. Here, we explore the role of specialized metabolites in dictating which bacteria reside in the rhizosphere. We employed a reduced synthetic community (SynCom) of Arabidopsis thaliana root-isolated bacteria to detect community shifts that occur in the absence of the secreted small molecule phytoalexins, flavonoids, and coumarins. We find that lack of coumarin biosynthesis in f6h1 mutant plant lines causes a shift in the root microbial community specifically under iron deficiency. We demonstrate a potential role for iron-mobilizing coumarins in sculpting the A. thaliana root bacterial community by inhibiting the proliferation of a relatively abundant Pseudomonas species via a redox-mediated mechanism. This work establishes a systematic approach enabling elucidation of specific mechanisms by which plant-derived molecules mediate microbial community composition. Our findings expand on the function of conditionally-exuded specialized metabolites and lead to new avenues to effectively engineer the rhizosphere for improving crop growth in alkaline soils, which make up a third of total arable soils.

plant biology↗

bioRxiv2017

Secretion of redox-active metabolites as a general strategy for iron acquisition in plants

Iron is an essential but often poorly bioavailable nutrient due to its low solubility, especially in alkaline soils. Plants have evolved at least two distinct strategies to extract iron from soil: solubilization of ferric iron by phytosiderophores, and reduction to the ferrous form at the root surface followed by direct import. Here, we describe the discovery of a novel redox-active catecholic metabolite, termed sideretin, which derives from the coumarin fraxetin, and is the primary molecule exuded by Arabidopsis thaliana roots in response to iron deficiency. Using a combination of metabolomics, heterologous expression, and coexpression analysis we have identified two enzymes that complete the biosynthetic pathway of sideretin. Chemical characterization of synthetic sideretin and biological assays with pathway mutants suggest that sideretin is critical for iron nutrition and support a role for small molecule-mediated iron reduction in A. thaliana under iron-limiting growth conditions. Further, we show that sideretin production is evolutionarily ancient and occurs in eudicot species only distantly related to A. thaliana. In addition to sideretin, untargeted metabolomics of the root exudates of various eudicots revealed the production of structurally diverse redox-active molecules in response to iron deficiency. Our results indicate that secretion of small molecule reductants by roots may be a widespread and previously underappreciated component of the reduction-based iron uptake strategy.

plant biology↗