BSBrian C. Sanders

Brian C. Sanders

*This is an algorithmically generated author record based on publicly available information.

Current Organizations / Institutes

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Previous Organizations / Institutes

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Brian C. Sanders has a total of 155 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Multiscale Characterization of a Deep-Sea Ferromanganese Nodule from the Clarion-Clipperton Zone

    by Ke Yuan, Brian C. Sanders, Benjamin T. Manard, Ercan Cakmak, Hunter B. Andrews, Barbara R. Evans, Tomás Allen Rush, Alyssa A. Carrell, Lawrence M. Anovitz, Andrew G. Stack, et al.

    Ferromanganese nodules from the Clarion-Clipperton Zone (CCZ) located in the eastern Pacific Ocean between Hawaii and Mexico are enriched in a variety of critical metals. Understanding the spatial distribution of different metals, their partitioning between mineral phases, and pore-size distributions within the nodules can provide helpful insights into their formation mechanism. Here, we used a suite of techniques sensitive to the chemistry and texture of the nodule, including laser ablation–inductively coupled plasma–time-of-flight–mass spectrometry (LA-ICP-TOF-MS), Raman spectroscopy, scanning electron microscopy, and X-ray microtomography, to characterize key aspects of a single nodule from the Clarion-Clipperton Zone collected in the 1970s. We observed that parts of the nodules exhibited stratified zones enriched in cobalt (Co), nickel (Ni), copper (Cu), and rare earth elements (REEs) and found that Co, Ni, and Cu are spatially correlated with the distribution of the Mn-rich mineral phases. We also observed a stronger association of Ce and Co with other light REEs compared with heavier REEs. Within the porous rim of the nodule, micron-sized REE-enriched zones were detected, which are surrounded by Si- and Al-bearing phases and are not associated with phosphate phases. The results are consistent with alternating hydrogenetic and diagenetic growth conditions across part of the nodule and reveal heterogeneous REE distributions both within Mn-rich minerals and within distinct, likely inclusion-related phases.

  • Open Access

    Turning Large Electron Microscopy Datasets into Quantitative Measurements with Model-Assisted Analysis

    by Alexis N. Williams, Chanda R. Harris, Juhyun Oh, Michael J. Zachman, Albina Y. Borisevich, Eric R. Hoglund, Asraful Haque, Sumner B. Harris, Miguel Toro-González, Jack C. Lasseter, et al.

    Large electron microscopy datasets require extensive annotation and review before they can be converted into reliable measurements. ACORN is an open-source, locally executable application that offers image preparation, reviewed annotation, task-specific model training, batch inference, calibrated measurement, and statistical analysis in a single format. Users can create and correct annotations manually or with promptable segmentation and use the reviewed annotations to train models directly within ACORN. Its Cryo-EM Lab Utility (CLU) assistant also allows users to request any analysis or training operations in plain language. To show its use cases, we evaluated ACORN using low-dose cryogenic TEM images of polymeric nanoparticles and SEM images of bacterial spores. YOLO models trained in ACORN produced validation F1 scores of \(0.906\pm0.013\) and \(0.624\pm0.016\), respectively. Controlled simulations built in ACORN provided 25,983 exact object annotations for further model development and a controlled evaluation of software performance. On held-out simulation images, equivalent-circular-diameter mean absolute error was 3.60~nm (10.1\%) for TEM particles and 31.48~nm (3.7\%) for SEM spores among matched detections. The software logs every interaction, training step, and annotation in a sample history for provenance tracking. ACORN provides an environment where annotations, image calibration, model checkpoints, object measurements, and statistical records are easily accessible and traceable. This software provides a traceable path from electron microscopy images to quantitative results in multiple user-friendly formats.

  • Open Access

    CryoBlob – A Feature Detection Tool for Low Dose CryoEM

    by Debangshu Mukherjee, Spenser R. Brown, Anna L. Jones, ChristiAnna L. Brantley, Miguel Toro-Gonzalez, Anna Plechaty, Marshall McDonnell, Albina Y. Borisevich, Sandra M. Davern, Brian C. Sanders, et al.

    Automated detection of features in cryogenic electron microscopy (cryoEM) micrographs is often the first step for quantitative downstream analysis. However, existing tools are often highly specialized for globular proteins, require good templates, or are built upon a large set of labeled images for training. For many non-biological cryoEM datasets labeled training data are unavailable, and samples are not optimized for automated analysis. Here we present CryoBlob, an open-source Python package for feature detection in low-SNR cryo-EM images. CryoBlob is implemented in JAX to allow for GPU acceleration and automatic differentiation during image analysis. The software brings together Laplacian-of-Gaussian blob detection alongside ridge, watershed, and Hessian-based methods to capture circular features, elongated structures, and overlapping objects in a single workflow. The package includes runtime parameter checks via Pydantic, handles large datasets with memory-aware batching, and reads/writes MRC and other common electron microscopy file types directly. In practice, this makes it useful both for quick sample screening and for more detailed quantitative or automated analysis pipelines.

  • Open Access

    Pendant-cation assisted spontaneous axial halide substitution in group 7 M(L)(CO) 3 X complexes

    by Wesley W. Kramer, Thomas R. Sheridan, Jorge Pérez-Vázquez, Christophe A. Boivin, Amanda M. Browne, Catherine G. Logan, Brian C. Sanders

    The presence of pendant cationic functional groups in group 7 fac -tricarbonyl complexes produces unusual axial-halide substitution reactivity. The effects of the metal, axial halide, and solvent on the ligand substitution equilibrium are presented.


  • Open Access

    Elucidation of a bacterial pathway for catabolism of the β–β-linked dilignol pinoresinol

    by Marco N. Allemann, Fachuang Lu, Gerald N. Presley, Hannah R. Valentino, Diana L. Bedgar, Michael A. Costa, Syed G. A. Moinuddin, Christopher C. Azubuike, Delyana P. Vasileva, Dawn M. Klingeman, et al.

    Monolignol-derived dimers containing β–β linkages are synthesized by vascular plants and can be released during lignin depolymerization. In this work, we isolated a bacterium, Novosphingobium rhizosphaerae LY, that grows with the β–β lignan (+)-pinoresinol as a sole growth substrate. Sequence analysis suggested that this strain encodes a broad range of pathways for assimilation of aromatic monomers as well as one enzyme implicated in pinoresinol catabolism but lacks other known pathways for aromatic dimer catabolism. We constructed a genome-wide barcoded transposon library and identified genes required for pinoresinol catabolism. Using feeding studies, compound isolation, targeted synthesis, and analysis of purified enzymes, we elucidated the biochemical intermediates and reaction pathway involved in pinoresinol catabolism. We demonstrated that the first enzymatic reaction is the reductive cleavage of a furan ring in (±)-pinoresinol with retention of configuration to yield lariciresinol. We additionally confirmed that the final pathway enzyme, PinU, is related to lignostilbene dioxygenases and oxidatively cleaves a diguaiacylbutadiene intermediate to yield vanillin and coniferaldehyde. Finally, based on the enzyme characterization, we demonstrated that the strain can grow with a second β–β lignan, (–)-syringaresinol, as a sole growth substrate. In combination, these results demonstrate a new biocatalytic route for transforming a widely occurring group of plant phenylpropanoid natural products. IMPORTANCE: Plants synthesize a variety of aromatic phenylpropanoid compounds containing β–β linkages, including lignin, a major structural polymeric component of the vascular plant cell wall, and lignans, biochemically related secondary metabolites with a wide range of bioactivities. Although microbial catabolic pathways have been described for dimeric phenylpropanoids featuring other interunit linkages, relatively little is known about pathways for catabolism of β–β-linked compounds. In this work, we isolated a Novosphingobium strain capable of degrading the β–β-linked lignan (+)-pinoresinol and elucidated the catabolic pathway. Understanding how bacteria catabolize β–β-linked compounds provides a basis for new biocatalytic transformations of lignans and oligolignols and has the potential to improve bacterial lignin valorization.


  • Open Access

    Mapping of lanthanide-tagged proteins on western blot paper using microextraction-inductively coupled plasma-mass spectrometry

    by Jordan S. Stanberry, Reagan Meeks, Ryan W. Peterson, Hunter B. Andrews, Amber N. Bible, Sarah Szakas, Brian C. Sanders, Benjamin T. Manard

    A microextraction (ME) sampling system, paired with inductively coupled plasma-mass spectrometry (ICP-MS), was employed to spatially analyze proteins tagged with lanthanum (La), gadolinium (Gd), or terbium (Tb) on the surface of western blot paper.


  • Open Access

    Quantifying platinum binding on protein-functionalized magnetic microparticles using single particle-ICP-TOF-MS

    by Veronica C. Bradley, Benjamin T. Manard, Lyndsey Hendriks, Daniel R. Dunlap, Amber N. Bible, Ada Sedova, Patricia Saint-Vincent, Brian C. Sanders, Hunter B. Andrews

    This work describes an analytical procedure, single particle-inductively coupled plasma-time-of-flight-mass spectrometry (SP-ICP-TOF-MS), that was developed to determine the platinum binding efficiency of protein-coated magnetic microparticles. SP-ICP-TOF-MS is advantageous due to its ability to quasi-simultaneously detect all nuclides (7Li–242Pu), allowing for both platinum and iron (composition of magnetic microparticles) to be measured concurrently. This method subsequently allows for the differentiation between bound and unbound platinum. The 1 μm magnetic microparticles were fully characterized for their iron concentration, particle concentration, and trace element composition by bulk digestion-ICP-MS and SP-ICP-TOF-MS. The results of both approaches agreed with the certificate values. Using the single particle methodology the platinum loading was quantified to be to 0.18 ± 0.02 fg per particle and 0.32 ± 0.02 fg per particle, for the streptavidin-coated and azurin-coated microparticles, respectively. Both streptavidin-coated and the azurin-coated microparticles had a particle–platinum association of >65%. Platinum bound samples were also analyzed via bulk digestion-based ICP-MS. The bulk ICP-MS results overestimated platinum loading due to free platinum in the samples. This highlights the importance of single particle analysis for a closer inspection of platinum binding performance. The SP-ICP-TOF-MS approach offers advantages over typical bulk digestion methods by eliminating laborious sample preparation, enabling differentiation between bound/unbound platinum in a solution, and quantification of platinum on a particle-by-particle basis. The procedure presented here enables quantification of metal content per particle, which could be broadly implemented for other single particle applications.


  • Top Cited Papers
    Open Access

    Potent and selective covalent inhibition of the papain-like protease from SARS-CoV-2

    by Brian C. Sanders, Suman Pokhrel, Audrey D. Labbe, Irimpan I. Mathews, Connor J. Cooper, Russell B. Davidson, Gwyndalyn Phillips, Kevin L. Weiss, Qiu Zhang, Hugh O’nEill, et al.

    Direct-acting antivirals are needed to combat coronavirus disease 2019 (COVID-19), which is caused by severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2). The papain-like protease (PLpro) domain of Nsp3 from SARS-CoV-2 is essential for viral replication. In addition, PLpro dysregulates the host immune response by cleaving ubiquitin and interferon-stimulated gene 15 protein from host proteins. As a result, PLpro is a promising target for inhibition by small-molecule therapeutics. Here we design a series of covalent inhibitors by introducing a peptidomimetic linker and reactive electrophile onto analogs of the noncovalent PLpro inhibitor GRL0617. The most potent compound inhibits PLpro with kinact/KI = 9,600 M−1 s−1, achieves sub-μM EC50 values against three SARS-CoV-2 variants in mammalian cell lines, and does not inhibit a panel of human deubiquitinases (DUBs) at >30 μM concentrations of inhibitor. An X-ray co-crystal structure of the compound bound to PLpro validates our design strategy and establishes the molecular basis for covalent inhibition and selectivity against structurally similar human DUBs. These findings present an opportunity for further development of covalent PLpro inhibitors.


  • Open Access

    Potent and Selective Covalent Inhibition of the Papain-like Protease from SARS-CoV-2

    by Brian Sanders, Suman Pokhrel, Audrey Labbe, Irimpan Mathews, Connor Cooper, Russell Davidson, Gwyndalyn Phillips, Kevin Weiss, Qiu Zhang, Hugh O'Neill, et al.

    Direct-acting antivirals are needed to combat coronavirus disease 2019 (COVID-19), which is caused by severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2). The papain-like protease (PLpro) domain of Nsp3 from SARS-CoV-2 is essential for viral replication. In addition, PLpro dysregulates the host immune response by cleaving ubiquitin and interferon-stimulated gene 15 protein (ISG15) from host proteins. As a result, PLpro is a promising target for inhibition by small-molecule therapeutics. Here we have designed a series of covalent inhibitors by introducing a peptidomimetic linker and reactive electrophile onto analogs of the noncovalent PLpro inhibitor GRL0617. The most potent compound inhibited PLpro with kinact/KI = 10,000 M− 1 s− 1, achieved sub-µM EC50 values against three SARS-CoV-2 variants in mammalian cell lines, and did not inhibit a panel of human deubiquitinases at > 30 µM concentrations of inhibitor. An X-ray co-crystal structure of the compound bound to PLpro validated our design strategy and established the molecular basis for covalent inhibition and selectivity against structurally similar human DUBs. These findings present an opportunity for further development of covalent PLpro inhibitors.

  • Open Access

    Potent and Selective Covalent Inhibition of the Papain-like Protease from SARS-CoV-2

    by Brian Sanders, Suman Pokhrel, Audrey Labbe, Irimpan Mathews, Connor Cooper, Russell Davidson, Gwyndalyn Phillips, Kevin Weiss, Qiu Zhang, Hugh O'Neill, et al.

    Direct-acting antivirals are needed to combat coronavirus disease 2019 (COVID-19), which is caused by severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2). The papain-like protease (PLpro) domain of Nsp3 from SARS-CoV-2 is essential for viral replication. In addition, PLpro dysregulates the host immune response by cleaving ubiquitin and interferon-stimulated gene 15 protein (ISG15) from host proteins. As a result, PLpro is a promising target for inhibition by small-molecule therapeutics. Here we have designed a series of covalent inhibitors by introducing a peptidomimetic linker and reactive electrophile onto analogs of the noncovalent PLpro inhibitor GRL0617. The most potent compound inhibited PLpro with kinact/KI = 10,000 M− 1 s− 1, achieved sub-µM EC50 values against three SARS-CoV-2 variants in mammalian cell lines, and did not inhibit a panel of human deubiquitinases at > 30 µM concentrations of inhibitor. An X-ray co-crystal structure of the compound bound to PLpro validated our design strategy and established the molecular basis for covalent inhibition and selectivity against structurally similar human DUBs. These findings present an opportunity for further development of covalent PLpro inhibitors.