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Dive into the research topics where Soma Dhakal is active.

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Featured researches published by Soma Dhakal.


Nature Chemistry | 2011

A single-molecule platform for investigation of interactions between G-quadruplexes and small-molecule ligands

Deepak Koirala; Soma Dhakal; Beth Ashbridge; Yuta Sannohe; Raphaël Rodriguez; Hiroshi Sugiyama; Shankar Balasubramanian; Hanbin Mao

Ligands that stabilize the formation of telomeric DNA G-quadruplexes have potential as cancer treatments, because the G-quadruplex structure cannot be extended by telomerase, an enzyme over-expressed in many cancer cells. Understanding the kinetic, thermodynamic and mechanical properties of small-molecule binding to these structures is therefore important, but classical ensemble assays are unable to measure these simultaneously. Here, we have used a laser tweezers method to investigate such interactions. With a force jump approach, we observe that pyridostatin promotes the folding of telomeric G-quadruplexes. The increased mechanical stability of pyridostatin-bound G-quadruplex permits the determination of a dissociation constant K(d) of 490 ± 80 nM. The free-energy change of binding obtained from a Hess-like process provides an identical K(d) for pyridostatin and a K(d) of 42 ± 3 µM for a weaker ligand RR110. We anticipate that this single-molecule platform can provide detailed insights into the mechanical, kinetic and thermodynamic properties of liganded bio-macromolecules, which have biological relevance.


Nature Communications | 2016

Nanocaged enzymes with enhanced catalytic activity and increased stability against protease digestion

Zhao Zhao; Jinglin Fu; Soma Dhakal; Alexander Johnson-Buck; Minghui Liu; Ting Zhang; Neal W. Woodbury; Yan Liu; Nils G. Walter; Hao Yan

Cells routinely compartmentalize enzymes for enhanced efficiency of their metabolic pathways. Here we report a general approach to construct DNA nanocaged enzymes for enhancing catalytic activity and stability. Nanocaged enzymes are realized by self-assembly into DNA nanocages with well-controlled stoichiometry and architecture that enabled a systematic study of the impact of both encapsulation and proximal polyanionic surfaces on a set of common metabolic enzymes. Activity assays at both bulk and single-molecule levels demonstrate increased substrate turnover numbers for DNA nanocage-encapsulated enzymes. Unexpectedly, we observe a significant inverse correlation between the size of a protein and its activity enhancement. This effect is consistent with a model wherein distal polyanionic surfaces of the nanocage enhance the stability of active enzyme conformations through the action of a strongly bound hydration layer. We further show that DNA nanocages protect encapsulated enzymes against proteases, demonstrating their practical utility in functional biomaterials and biotechnology.


Journal of the American Chemical Society | 2009

ILPR G-Quadruplexes Formed in Seconds Demonstrate High Mechanical Stabilities

Zhongbo Yu; Joseph D. Schonhoft; Soma Dhakal; Rabindra Bajracharya; Ravi Hegde; Soumitra Basu; Hanbin Mao

The insulin linked polymorphism region (ILPR) is known to regulate transcription of the gene coding for insulin. The ILPR has guanine rich segments, suggesting that G quadruplexes may be responsible for this regulatory role. Using mechanical unfolding in a laser tweezers instrument and circular dichroism (CD) spectroscopy, we provide compelling evidence that highly stable parallel and antiparallel G quadruplex structures coexist in the predominant ILPR sequence of (ACAGGGGTGTGGGG)(2) at a physiologically relevant concentration of 100 mM KCl. Experiments at the single molecular level have shown that unfolding forces for parallel and antiparallel structures (F(unfold): 22.6 vs 36.9 pN, respectively) are higher than the stall forces of enzymes having helicase activities. From a mechanical perspective alone, these data support the hypothesis that G quadruplexes may cause replication slippage by blocking replication process. Using the unique combination of the rupture force and the contour length measured by laser tweezers, the simultaneous determination of probable parallel and antiparallel G quadruplex structures in a solution mixture has been achieved. Jarzynskis equality analysis has revealed that the antiparallel G quadruplex is thermodynamically more stable than the parallel conformer (DeltaG (unfold): 23 vs 14 kcal/mol, respectively). On the other hand, kinetic measurements have indicated that both parallel and antiparallel structures fold rather rapidly (k(fold): 0.4 vs 0.3 s(-1), respectively), suggesting that they may be kinetically accessible for gene control. This work provides an unprecedented mechanical perspective on G quadruplex stability, presenting a unique opportunity to predict the functional consequence when motor enzymes encounter such structures.


Nucleic Acids Research | 2009

Direct experimental evidence for quadruplex–quadruplex interaction within the human ILPR

Joseph D. Schonhoft; Rabindra Bajracharya; Soma Dhakal; Zhongbo Yu; Hanbin Mao; Soumitra Basu

Here we report the analysis of dual G-quadruplexes formed in the four repeats of the consensus sequence from the insulin-linked polymorphic region (ACAGGGGTGTGGGG; ILPRn=4). Mobilities of ILPRn=4 in nondenaturing gel and circular dichroism (CD) studies confirmed the formation of two intramolecular G-quadruplexes in the sequence. Both CD and single molecule studies using optical tweezers showed that the two quadruplexes in the ILPRn=4 most likely adopt a hybrid G-quadruplex structure that was entirely different from the mixture of parallel and antiparallel conformers previously observed in the single G-quadruplex forming sequence (ILPRn=2). These results indicate that the structural knowledge of a single G-quadruplex cannot be automatically extrapolated to predict the conformation of multiple quadruplexes in tandem. Furthermore, mechanical pulling of the ILPRn=4 at the single molecule level suggests that the two quadruplexes are unfolded cooperatively, perhaps due to a quadruplex–quadruplex interaction (QQI) between them. Additional evidence for the QQI was provided by DMS footprinting on the ILPRn=4 that identified specific guanines only protected in the presence of a neighboring G-quadruplex. There have been very few experimental reports on multiple G-quadruplex-forming sequences and this report provides direct experimental evidence for the existence of a QQI between two contiguous G-quadruplexes in the ILPR.


Nucleic Acids Research | 2014

Molecular population dynamics of DNA structures in a bcl-2 promoter sequence is regulated by small molecules and the transcription factor hnRNP LL

Yunxi Cui; Deepak Koirala; Hyun-Jin Kang; Soma Dhakal; Philip M. Yangyuoru; Laurence H. Hurley; Hanbin Mao

Minute difference in free energy change of unfolding among structures in an oligonucleotide sequence can lead to a complex population equilibrium, which is rather challenging for ensemble techniques to decipher. Herein, we introduce a new method, molecular population dynamics (MPD), to describe the intricate equilibrium among non-B deoxyribonucleic acid (DNA) structures. Using mechanical unfolding in laser tweezers, we identified six DNA species in a cytosine (C)-rich bcl-2 promoter sequence. Population patterns of these species with and without a small molecule (IMC-76 or IMC-48) or the transcription factor hnRNP LL are compared to reveal the MPD of different species. With a pattern recognition algorithm, we found that IMC-48 and hnRNP LL share 80% similarity in stabilizing i-motifs with 60 s incubation. In contrast, IMC-76 demonstrates an opposite behavior, preferring flexible DNA hairpins. With 120–180 s incubation, IMC-48 and hnRNP LL destabilize i-motifs, which has been previously proposed to activate bcl-2 transcriptions. These results provide strong support, from the population equilibrium perspective, that small molecules and hnRNP LL can modulate bcl-2 transcription through interaction with i-motifs. The excellent agreement with biochemical results firmly validates the MPD analyses, which, we expect, can be widely applicable to investigate complex equilibrium of biomacromolecules.


Journal of the American Chemical Society | 2011

Detection of Single Nucleotide Polymorphism Using Tension-Dependent Stochastic Behavior of a Single-Molecule Template

Deepak Koirala; Zhongbo Yu; Soma Dhakal; Hanbin Mao

Single nucleotide polymorphism (SNP) is the most common genetic variation among individuals. The association of SNP with individuals response to pathogens, phenotypic variations, and gene functions emphasizes the importance of sensitive and reliable SNP detection for biomedical diagnosis and therapy. To increase sensitivity, most approaches employ amplification steps, such as PCR, to generate detectable signals that are usually ensemble-averaged. Introduction of amplification steps increases the complexity of a system, whereas ensemble averaging of signals often suffers from background interference. Here, we have exploited the stochastic behavior of a single-molecule probe to recognize SNP sequence in a microfluidic platform using a laser-tweezers instrument. The detection relies on on-off mechanical signals that provide little background interference and high specificity between wild type and SNP sequences. The microfluidic setting allows multiplex sensing and in situ recycling of the SNP probe. As a proof-of-concept, we have detected as low as 100 pM of an SNP target associated with coronary heart diseases within half an hour without any amplification steps. The mechanical signal permits the detection of single mutations involving either G/C or A/T pairs. We anticipate this system has the capacity to function as a highly sensitive generic biosensor after incorporation of a specific recognition element, such as an aptamer for example.


Nature Protocols | 2016

Assembly of multienzyme complexes on DNA nanostructures

Jinglin Fu; Yuhe Renee Yang; Soma Dhakal; Zhao Zhao; Minghui Liu; Ting Zhang; Nils G. Walter; Hao Yan

In nature, the catalytic efficiency of multienzyme complexes highly depends on their spatial organization. The positions and orientations of the composite enzymes are often precisely controlled to facilitate substrate transport between them. Self-assembled DNA nanostructures hold great promise for organizing biomolecules at the nanoscale. Here, we present detailed protocols for exploiting DNA nanostructures as assembly scaffolds that organize the spatial arrangements of multienzyme cascades with control over their relative distance, compartmentalization and substrate diffusion paths. The protocol describes the preparation and purification of DNA-conjugated enzymes and cofactors, along with the assembly of these prepared complexes on DNA nanostructures. The architecture of assembled enzyme complexes is then readily characterized using a broad selection of techniques from routine gel electrophoresis to advanced single-molecule imaging. We also describe methods of purifying these nano-assemblies and testing them with functional assays based on either bulk or single-molecule fluorescence measurements. The entire assembly and characterization of a multienzyme complex can be completed within 1–2 weeks.


Archives of Toxicology | 2014

Single-molecule tools for enzymology, structural biology, systems biology and nanotechnology: an update

Julia R. Widom; Soma Dhakal; Laurie A. Heinicke; Nils G. Walter

Abstract Toxicology is the highly interdisciplinary field studying the adverse effects of chemicals on living organisms. It requires sensitive tools to detect such effects. After their initial implementation during the 1990s, single-molecule fluorescence detection tools were quickly recognized for their potential to contribute greatly to many different areas of scientific inquiry. In the intervening time, technical advances in the field have generated ever-improving spatial and temporal resolution and have enabled the application of single-molecule fluorescence to increasingly complex systems, such as live cells. In this review, we give an overview of the optical components necessary to implement the most common versions of single-molecule fluorescence detection. We then discuss current applications to enzymology and structural studies, systems biology, and nanotechnology, presenting the technical considerations that are unique to each area of study, along with noteworthy recent results. We also highlight future directions that have the potential to revolutionize these areas of study by further exploiting the capabilities of single-molecule fluorescence microscopy.


ACS Nano | 2015

Electron Microscopic Visualization of Protein Assemblies on Flattened DNA Origami.

Leena Mallik; Soma Dhakal; Joseph Nichols; Jacob P. Mahoney; Anne M. Dosey; Shuoxing Jiang; Roger K. Sunahara; Georgios Skiniotis; Nils G. Walter

DNA provides an ideal substrate for the engineering of versatile nanostructures due to its reliable Watson-Crick base pairing and well-characterized conformation. One of the most promising applications of DNA nanostructures arises from the site-directed spatial arrangement with nanometer precision of guest components such as proteins, metal nanoparticles, and small molecules. Two-dimensional DNA origami architectures, in particular, offer a simple design, high yield of assembly, and large surface area for use as a nanoplatform. However, such single-layer DNA origami were recently found to be structurally polymorphous due to their high flexibility, leading to the development of conformationally restrained multilayered origami that lack some of the advantages of the single-layer designs. Here we monitored single-layer DNA origami by transmission electron microscopy (EM) and discovered that their conformational heterogeneity is dramatically reduced in the presence of a low concentration of dimethyl sulfoxide, allowing for an efficient flattening onto the carbon support of an EM grid. We further demonstrated that streptavidin and a biotinylated target protein (cocaine esterase, CocE) can be captured at predesignated sites on these flattened origami while maintaining their functional integrity. Our demonstration that protein assemblies can be constructed with high spatial precision (within ∼2 nm of their predicted position on the platforms) by using strategically flattened single-layer origami paves the way for exploiting well-defined guest molecule assemblies for biochemistry and nanotechnology applications.


Nucleic Acids Research | 2014

Nascent RNA transcripts facilitate the formation of G-quadruplexes

Prakash Shrestha; Shan Xiao; Soma Dhakal; Zheng Tan; Hanbin Mao

Recent discovery of the RNA/DNA hybrid G-quadruplexes (HQs) and their potential wide-spread occurrence in human genome during transcription have suggested a new and generic transcriptional control mechanism. The G-rich sequence in which HQ may form can coincide with that for DNA G-quadruplexes (GQs), which are well known to modulate transcriptions. Understanding the molecular interaction between HQ and GQ is, therefore, of pivotal importance to dissect the new mechanism for transcriptional regulation. Using a T7 transcription model, herein we found that GQ and HQ form in a natural sequence, (GGGGA)4, downstream of many transcription start sites. Using a newly-developed single-molecular stalled-transcription assay, we revealed that RNA transcripts helped to populate quadruplexes at the expense of duplexes. Among quadruplexes, HQ predominates GQ in population and mechanical stabilities, suggesting HQ may serve as a better mechanical block during transcription. The fact that HQ and GQ folded within tens of milliseconds in the presence of RNA transcripts provided justification for the co-transcriptional folding of these species. The catalytic role of RNA transcripts in the GQ formation was strongly suggested as the GQ folded >7 times slower without transcription. These results shed light on the possible synergistic effect of GQs and HQs on transcriptional controls.

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Hao Yan

Arizona State University

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Minghui Liu

Arizona State University

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