During my time as a Master’s, doctoral, and postdoctoral researcher at the Whitehead Institute for Biomedical Research (MIT), I studied Toxoplasma gondii—a single-celled parasite that chronically infects nearly a quarter of the global population. While typically asymptomatic, Toxoplasma can cause life-threatening disease in immunocompromised individuals and in the developing fetus when transmitted during pregnancy. Despite its prevalence, treatment options remain limited and fail to eliminate chronic infections.
My research focused on advancing molecular strategies to support antiparasitic drug development in Toxoplasma gondii. In my early work, I investigated the biochemistry of calcium-dependent protein kinases (CDPKs)—essential regulators of parasite signaling and attractive targets for therapeutic intervention. This work uncovered a previously unrecognized allosteric activation mechanism in CDPK1 and identified a nanobody capable of disrupting this mechanism. These findings laid the groundwork for a collaboration with the Novartis Institutes for BioMedical Research, where I designed and implemented a high-throughput screening platform to identify small molecules that mimic the antibody’s mode of inhibition (see Projects #1 and #2).
To support functional genomics and enable genome-scale drug target identification in Toxoplasma gondii, I developed a set of synthetic CRISPR-Cas9 expression systems optimized for stability and expression efficiency. As part of this work, I also established two orthogonal CRISPR interference (CRISPRi) strategies using nuclease-deficient Cas9 variants from Streptococcus pyogenes and Streptococcus thermophilus, demonstrating their potential for tunable gene repression (see Projects #3 and #4).
To advance the study of gene regulation and support the development of perturbation-based genetic tools, I generated the first genome-wide map of transcription start sites (TSSs) in Toxoplasma derived from empirical data. This high-resolution map enabled detailed analyses of transcriptional architecture—identifying core promoter elements and regulatory motifs, revealing pervasive divergent transcription at promoters, and documenting instances of stage-specific alternative TSS usage. Together, these findings clarified key structural and sequence determinants of transcription initiation and uncovered promoter features unique to this parasite. The resulting dataset now serves as a foundational reference for functional genomics in Toxoplasma (see Project #5).
While I no longer work at the bench, this page offers a retrospective look at the scientific questions I pursued, the tools and platforms I helped build, and the molecular strategies we used to probe this fascinating parasite. Each project summary below includes a brief abstract and, where applicable, a link to the full text. If you are curious to learn more or want to discuss any of the work in detail, feel free to get in touch.
Research experience
7 years of experimental research activities
Affiliations
Lourido Lab, Whitehead Institute, MIT (USA)
Novartis Institutes for BioMedical Research (USA)
Model organism
Toxoplasma gondii — a single-celled parasite of humans and animals
Research areas
protein biochemistry, assay development, high-throughput screening
→ Projects #1–2
synthetic biology, genome engineering (CRISPR)
→ Projects #3–4
transcriptomics, bioinformatics
→ Project #5
Calcium-dependent protein kinases (CDPKs) comprise the major group of Ca²⁺-regulated kinases in plants and protists. It has long been assumed that CDPKs are activated, like other Ca²⁺-regulated kinases, by derepression of the kinase domain (KD). However, we found that removal of the autoinhibitory domain from Toxoplasma gondii CDPK1 is not sufficient for kinase activation. From a library of heavy chain-only antibody fragments (VHHs), we isolated an antibody (1B7) that binds TgCDPK1 in a conformation-dependent manner and potently inhibits it. We uncovered the molecular basis for this inhibition by solving the crystal structure of the complex and simulating, through molecular dynamics, the effects of 1B7–kinase interactions. In contrast to other Ca²⁺-regulated kinases, the regulatory domain of TgCDPK1 plays a dual role, inhibiting or activating the kinase in response to changes in Ca²⁺ concentrations. We propose that the regulatory domain of TgCDPK1 acts as a molecular splint to stabilize the otherwise inactive KD. This dependence on allosteric stabilization reveals a novel susceptibility in this important class of parasite enzymes.
*denotes equal contribution to the work
Allosteric inhibition represents a attractive avenue for selectively targeting essential kinases in apicomplexan parasites. Building on our prior discovery of 1B7—a heavy-chain-only antibody (nanobody) that inhibits CDPK1 activation by engaging its regulatory domain—we developed a biochemical screening platform to identify small molecules that mimic this allosteric inhibition mechanism. The core assay was a competitive AlphaLISA format designed to detect disruption of the nanobody–kinase complex, supported by fluorescence-based kinase activity assays for validation. We independently designed and optimized the platform, and conducted the compound screen in collaboration with the Novartis Institutes for BioMedical Research. We screened a library of over 40,000 compounds; although no validated inhibitors emerged, the study underscored the limitations of AlphaLISA-based target screening—particularly its high false-positive rate—and highlighted the need for complementary approaches to advance antibody-guided small-molecule discovery beyond empirical, target-based biochemical screening.
Unpublished work; data available upon request
CRISPR-Cas9 technologies have enabled genome engineering in an unprecedented array of species, accelerating biological studies in both model and nonmodel systems. However, Cas9 can be inherently toxic, which has limited its use in some organisms. We previously described the serendipitous discovery of a single guide RNA (sgRNA) that helped overcome Cas9 toxicity in the apicomplexan parasite Toxoplasma gondii, enabling the first genome-wide loss-of-function screens in any apicomplexan. Even in the presence of the buffering sgRNA, low-level Cas9 toxicity persists and results in frequent loss of Cas9 expression, which can affect the outcome of these screens. Similar Cas9-mediated toxicity has also been described in other organisms. We therefore sought to define the requirements for stable Cas9 expression, comparing different expression constructs and characterizing the role of the buffering sgRNA to understand the basis of Cas9 toxicity. We find that viral 2A peptides can substantially improve the selection and stability of Cas9 expression. We also demonstrate that the sgRNA has two functions: primarily facilitating integration of the Cas9-expression construct following initial genome targeting and secondarily improving long-term parasite fitness by alleviating Cas9 toxicity. We define a set of guidelines for the expression of Cas9 with improved stability and selection stringency, which are directly applicable to a variety of genetic approaches in diverse organisms. Our work also emphasizes the need for further characterizing the effects of Cas9 expression.
Tools for tuning endogenous gene expression are key to determining the genetic basis of diverse cellular phenotypes. Although synthetic regulatable promoters are available in Toxoplasma, scalable methods for targeted and combinatorial downregulation of gene expression—like RNA interference—have yet to be developed. To investigate the feasibility of CRISPR-mediated transcriptional regulation, we examined the function of two catalytically inactive Cas9 (dCas9) orthologs, from Streptococcus pyogenes and Streptococcus thermophilus, in Toxoplasma. Following the addition of single-guide RNAs (sgRNAs) targeting the promoter and 5′ untranslated region (UTR) of the surface antigen gene SAG1, we profiled changes in protein abundance of targeted genes by flow cytometry for transcriptional reporters and immunoblotting. We found that the dCas9 orthologs generated a range of target gene expression levels, and the degree of repression was durable and stably inherited. Therefore, S. pyogenes and S. thermophilus dCas9 can effectively produce intermediate levels of gene expression in Toxoplasma. The distinct sgRNA scaffold requirements of the two dCas9s permit their orthogonal use for simultaneous examination of two distinct loci through transcriptional modulation, labeling for microscopy-based studies, or other dCas9-based approaches. Taking advantage of newly available genomic transcription start site data, these tools will aid in the development of new loss-of-function screening approaches in Toxoplasma.
Toxoplasma gondii is a common parasite of humans and animals, causing life-threatening disease in the immunocompromized, fetal abnormalities when contracted during gestation, and recurrent ocular lesions in some patients. Central to the prevalence and pathogenicity of this protozoan is its ability to adapt to a broad range of environments, and to differentiate between acute and chronic stages. These processes are underpinned by a major rewiring of gene expression, yet the mechanisms that regulate transcription in this parasite are only partially characterized. Deciphering these mechanisms requires a precise and comprehensive map of transcription start sites (TSSs); however, Toxoplasma TSSs have remained incompletely defined. To address this challenge, we used 5′-end RNA sequencing to genomically assess transcription initiation in both acute and chronic stages of Toxoplasma. Here, we report an in-depth analysis of transcription initiation at promoters, and provide empirically-defined TSSs for 7603 (91%) protein-coding genes, of which only 1840 concur with existing gene models. Comparing data from acute and chronic stages, we identified instances of stage-specific alternative TSSs that putatively generate mRNA isoforms with distinct 5′ termini. Analysis of the nucleotide content and nucleosome occupancy around TSSs allowed us to examine the determinants of TSS choice, and outline features of Toxoplasma promoter architecture. We also found pervasive divergent transcription at Toxoplasma promoters, clustered within the nucleosomes of highly-symmetrical phased arrays, underscoring chromatin contributions to transcription initiation. Corroborating previous observations, we asserted that Toxoplasma 5′ leaders are among the longest of any eukaryote studied thus far, displaying a median length of approximately 800 nucleotides. Further highlighting the utility of a precise TSS map, we pinpointed motifs associated with transcription initiation, including the binding sites of the master regulator of chronic-stage differentiation, BFD1, and a novel motif with a similar positional arrangement present at 44% of Toxoplasma promoters. This work provides a critical resource for functional genomics in Toxoplasma, and lays down a foundation to study the interactions between genomic sequences and the regulatory factors that control transcription in this parasite.
The cover image is a composite visualization from my publication on transcription initiation in Toxoplasma. It aligns ~7,000 genes by their dominant transcription start sites and spans 500 base pairs upstream and downstream. The purple histogram shows average transcription initiation activity per base pair—upwards for the sense strand, downwards for the antisense. Overlaid in light gray is the average nucleosome density across the same regions.