Biology subjects

Shakeel, S.

Publications and source records attributed to Shakeel, S..

10 recordsLinked to original sources

bioRxiv2026

Cryo-EM structure of human LRRC15 reveals the basis of therapeutic antibody recognition

Leucine-rich repeat containing 15 (LRRC15) is a structural uncharacterised membrane protein, which is highly upregulated in cancer-associated fibroblasts and enriched in desmoplastic tumours including pancreatic, breast and head-and-neck cancers, where it is associated with therapy resistance. The LRRC15-targeting antibody-drug conjugate samrotamab vedotin has advanced into Phase I clinical evaluation, yet mechanistic understanding of how samrotamab engages its target has remained elusive in the absence of structural data. Here, using hydrogen-deuterium exchange mass spectrometry and cryo-electron microscopy, we define the samrotamab epitope on LRRC15 and determine the structure of the LRRC15-samrotamab complex to 2.6 [A] resolution - the first high-resolution structure of this receptor. Samrotamab engages a membrane-proximal epitope within the C-terminal leucine-rich repeat region, leaving the canonical concave surface fully exposed for potential interactions. The lateral binding mode of samrotamab and the open arc geometry of LRRC15 provide a structural rationale for why antibody occupancy may leave signalling-competent surfaces intact. Guided by these insights, we computationally designed minibinders targeting the concave surface, identifying multiple binders with nanomolar affinity. Together, our work establishes the first structural framework for LRRC15, defines the molecular basis of therapeutic antibody recognition, and identifies the concave surface as a promising target for next-generation LRRC15-directed therapeutics.

biochemistry↗

bioRxiv2026

Molecular basis for the role of Ripr in Plasmodium falciparum invasion of human erythrocytes

Plasmodium falciparum causes the majority of severe malaria, and merozoite invasion of erythrocytes is a vulnerable, antibody-accessible step of the blood-stage cycle. PfRipr is an essential component of the PCRCR invasion complex, yet the structural basis for antibody-mediated neutralisation remains unclear. Here, we map inhibitory and non-inhibitory epitopes across PfRipr and show that all potent inhibitors localise to the tail region (EGF6-8). Crystal structures reveal that inhibitory antibodies restrict the flexibility surrounding EGF7. Indeed, EGF7 buried surface area correlates strongly with inhibitory potency, identifying this domain as the principal invasion-inhibitory determinant. Pairwise antibody combinations revealed unexpected synergy, with non-inhibitory mAbs potentiating anti-Rh5 activity. Conditional deletion, sequence replacement or positional swapping of EGF6-8 abolished invasion, demonstrating that both sequence and spatial arrangement are indispensable. These data define EGF7 as a conserved, functionally essential vulnerability and provide a blueprint for rational EGF6-8 immunogen design capable of eliciting P. falciparum strain-transcending protection against blood-stage malaria.

biochemistry↗

bioRxiv2026

PartiNet is a dynamic adaptive neural network for high-performance particle picking in cryo-electron microscopy

Accurate, efficient and autonomous particle picking is a major bottleneck in high-resolution cryo-electron microscopy (cryo-EM). We introduce PartiNet, an Artificial Intelligence (AI)-based particle picker with size-agnostic detection and pre-trained models that eliminate manual parameter specification and dataset-specific training, pioneering dynamic neural network inference for single particle cryo-EM pipeline. Unlike static architectures, PartiNet employs a dynamic framework that adjusts network complexity in real-time based on perceived micrograph quality. This adaptive approach accelerates inference up to 7-fold compared to existing tools without sacrificing particle selection quality. Training on diverse protein datasets showed that PartiNet improves particle yields, enhances sampling of rare orientations, and is compatible with on-the-fly workflows. Comprehensive evaluation on benchmark datasets and validation on a new dataset of the chromatin remodeler MORC2 demonstrates superior precision and recall, with the ability to detect heterogeneous protein species, leading to more complete structural models and consistently higher-resolution reconstructions.

molecular biology↗

bioRxiv2026

INTS12 Bridges Integrator and NELF to Prevent the Release of Non-processive RNA Polymerase II Complexes

Promoter-proximal RNA Polymerase II (RNAPII) pausing and the processivity are controlled by distinct modules of the Integrator complex, which together fine-tune transcription and protect against the accumulation of defective RNAPII complexes. Compromised activity of individual Integrator modules has been linked to human disease including cancer and developmental disorders, caused by defective transcription of protein-coding or small-nuclear RNAs. Despite extensive characterisation of the Integrator complex both genetically and structurally, the role of smallest member of the complex, INTS12, has remained enigmatic. Here, we uncover that INTS12 loss acts to stabilise the association between NELF and Integrator via its PHD domain and N-terminus, respectively, thus safeguarding against the release of defective RNAPII complexes. Acute degradation of INTS12 results in the selective dissociation of Integrator from the NELF-RNAPII complex which subsequently convert to their canonical paused form from which they can be released by CDK9. In the absence of INTS12 excess release of defective RNAPII via P-TEFb/SEC, loss of the ARMC5 salvage pathway and deletion of the catalytic and core Integrator subunits is toxic to cells. These findings demonstrate that there is interconversion between canonical paused RNAPII and paused-Integrator, and highlight the critical interplay between these processes and P-TEFb mediated pause-release to ensure that only transcription competent complexes are released into elongation. O_LIINTS12 degradation confers CDK9 inhibitor resistance and triggers cellular stress through a phosphatase module-independent mechanism. C_LIO_LIINTS12 stabilizes the Integrator-NELF complex through its N-terminus and PHD domain. C_LIO_LIAcute INTS12 degradation promotes aberrant release of promoter-proximal RNA polymerase II complexes. C_LIO_LIRNA polymerase II complexes released upon INTS12 loss exhibit defective elongation and reduced processivity. C_LIO_LIINTS12 loss removes Integrator from RNAPII resulting in aberrant paused-state from which it can be released by CDK9. C_LIO_LIExcess CDK9 activity and ARMC5 loss are synthetically lethal with INTS12 deficiency. C_LI

molecular biology↗

bioRxiv2025

Embryonic stem cell factors DPPA2/4 facilitate a unique chromatin state in non-small cell lung cancer

Embryonic regulators are often re-expressed in cancers, however the functional and molecular significance of this is not always understood. The epigenetic priming factors Developmental Pluripotency Associated 2 and 4 (DPPA2/4) have crucial roles in early development and are implicated in cancer pathogenesis. We reveal in non-small cell lung cancer (NSCLC), DPPA2/4 co-expression is associated with poorly differentiated tumours, impaired patient outcomes and accelerated in vivo xenograft tumour growth. Proteomic analyses reveal DPPA2/4 dimerise to enhance their protein stability and binding efficiency to nucleosomes. Our multiomic epigenomic analysis uncovered novel functions for DPPA2/4 in facilitating a unique chromatin landscape in NSCLC cells at active promoters and enhancers. These domains are simultaneously marked by active H3K4me3, PRC1 deposited H2AK119Ub but devoid of PRC2 deposited H3K27me3. This paradoxical uncoupling between the activity of the Polycomb Repressive Complexes is likely driven by H3K27ac at these regions that prevents PRC2 catalytic activity but not recruitment. Our results demonstrate how in NSCLC cells, DPPA2/4 promote a "poised for repression" chromatin state, uncoupling complex recruitment from catalytic activity. Our study highlights how aberrant re-activation of embryonic factors in cancers may take on new functions, promoting tumourigenesis.

molecular biology↗

bioRxiv2025

Cryo-EM structure of endogenous Plasmodium falciparum Pfs230 and Pfs48/45 fertilization complex

Plasmodium falciparum Pfs230 and Pfs48/45, part of a core fertilization complex, are leading malaria transmission-blocking vaccine candidates. However, how the two proteins interact is unknown. Here we report a 3.36 [A] resolution cryo-electron microscopy structure of the endogenous Pfs230-Pfs48/45 complex. We show that Pfs48/45 interacts with Pfs230 domains 13 and 14, domains that are not included in current Pfs230 vaccine immunogens. Using a transgenic parasite line with a domain 13 to 14 deletion, we show that these domains are essential for Pfs230 localization on the gamete surface. Furthermore, this line significantly reduced oocyst formation in the mosquito midgut, showing that the presence of Pfs230 domains 13 and 14 is critical for successful fertilization. Nanobodies against domains 13 and 14 inhibit Pfs230-Pfs48/45 complex formation, reduce transmission and structural analyses reveal their binding epitopes. Furthermore, domains 13 and 14 are targets of naturally acquired immunity and when delivered as mRNA-LNP immunizations induce potent immune responses and blocked transmission of malaria parasites. Our comprehensive structural insights on a core P. falciparum fertilization complex will guide the design of novel transmission-blocking vaccine candidates against malaria.

microbiology↗

bioRxiv2024

Molecular insights into dynamic protein structures by high-contrast crosslinking mass spectrometry

Proteins are comprised of structured domains and dynamic regions, and both are essential for biological function. However, studying dynamic regions is challenging using most structural biology methods, including crosslinking mass spectrometry. Here, we dramatically improve the usefulness of distance restraints from crosslinking MS by taking advantage of short-lived reactive species generated from diazirine-based photo-crosslinking. This leads to a clear view of complex topologies and conformational changes, including in dynamic regions. We demonstrate that photo-crosslinking MS data can be used to model flexible regions and conformational changes in the DNA repair complexes; Fanconi Anemia core complex and FANCD2-FANCI. In addition, we obtain new insights into the architecture and arrangement of the highly flexible CCR4-NOT mRNA deadenylation complex. The improved contrast of photo-crosslinking empowers structural biology by providing clearer structural insights into dynamic biological systems that have eluded other structural biology approaches.

molecular biology↗

bioRxiv2024

MORC2 phosphorylation fine tunes its DNA compaction activity

Variants in the poorly characterised oncoprotein, MORC2, a chromatin remodelling ATPase, lead to defects in epigenetic regulation and DNA damage response. The C-terminal domain (CTD) of MORC2, frequently phosphorylated in DNA damage, promotes cancer progression, but its role in chromatin remodelling remains unclear. Here, we report a molecular characterisation of full-length, phosphorylated MORC2, demonstrating its preference for binding open chromatin and functioning as a DNA sliding clamp. We identified a phosphate interacting motif within the CTD that dictates ATP hydrolysis rate and cooperative DNA binding. The DNA binding impacts several structural domains within the ATPase region. We provide the first visual proof that MORC2 induces chromatin remodelling through ATP hydrolysis-dependent DNA compaction, regulated by its phosphorylation state. These findings highlight phosphorylation of MORC2 CTD as a key modulator of chromatin remodelling, presenting it as a potential therapeutic target.

molecular biology↗

bioRxiv2020

Deep learning enables the atomic structure determination of the Fanconi Anemia core complex from cryoEM

Cryo-electron microscopy of protein complexes often leads to moderate resolution maps (4-8 [A]), with visible secondary structure elements but poorly resolved loops, making model-building challenging. In the absence of high-resolution structures of homologues, only coarse-grained structural features are typically inferred from these maps, and it is often impossible to assign specific regions of density to individual protein subunits. This paper describes a new method for overcoming these difficulties that integrates predicted residue distance distributions from a deep-learned convolutional neural network, computational protein folding using Rosetta, and automated EM-map-guided complex assembly. We apply this method to a 4.6 [A] resolution cryoEM map of Fanconi Anemia core complex (FAcc), an E3 ubiquitin ligase required for DNA interstrand crosslink repair, which was previously challenging to interpret as it is comprised of 6557 residues, only 1897 of which are covered by homology models. In the published structure built from this map, only 387 residues could be assigned to specific subunits. By building and placing into density 42 deep-learning guided models containing 4795 residues not included in the previously published structure, we are able to determine an almost-complete atomic model of FAcc, in which 5182 of the 6557 residues were placed. The resulting model is consistent with previously published biochemical data, and facilitates interpretation of disease related mutational data. We anticipate that our approach will be broadly useful for cryoEM structure determination of large complexes containing many subunits for which there are no homologues of known structure.

biochemistry↗

bioRxiv2019

FANCD2-FANCI is a clamp stabilized on DNA by monoubiquitination during DNA repair

Vertebrate DNA crosslink repair is a crucial process that excises toxic replication-blocking DNA interstrand crosslinks1. This pathway fails in the inherited human disease Fanconi anemia (FA), resulting in abnormal development, loss of blood production, and marked cancer susceptibility2. Numerous factors involved in crosslink repair have been identified, and mutations in their corresponding genes cause FA3. A biochemical description of how FA gene products might initiate the removal of DNA crosslinks is now emerging. However, structural insight into this vital process has been limited. Here, we use electron cryomicroscopy (cryoEM) to determine the structure of a key DNA crosslink repair factor - FANCD2 heterodimerized with FANCI (D2-I). Recombinant chicken D2-I adopts a conformation that is in agreement with the structure of its murine counter-part4. In contrast, the activated monoubiquitinated form of D2-I (ubD2-I) adopts an alternative closed conformation, creating a channel that encloses double-stranded DNA. Ubiquitin is positioned at the interface of FANCD2 and FANCI, and acts as a molecular pin to trap ubD2-I in the closed conformation, clamped on DNA. The new solvent-exposed interface around the monoubiquitination site is likely a platform for recruitment of other DNA repair factors. We also find that isolated FANCD2 is a dimer, but it adopts a closed conformation that is unable to bind DNA. When incubated with free FANCI, the FANCD2 homodimer exchanges to D2-I, acquiring DNA binding properties. This suggests an autoinhibitory mechanism that prevents FANCD2 activation on DNA until after assembly with FANCI. Together, our cryoEM and biochemical analysis suggests that D2-I is a clamp that is locked onto DNA by ubiquitin, and provides unanticipated new insight into the regulation and the initiation of DNA cross-link repair.

molecular biology↗