Gary Siuzdak - Academia.edu (original) (raw)

Papers by Gary Siuzdak

Research paper thumbnail of An Interactive Cluster Heat Map to Visualize and Explore Multidimensional Metabolomic Data

Metabolomics : Official journal of the Metabolomic Society, 2015

Heat maps are a commonly used visualization tool for metabolomic data where the relative abundanc... more Heat maps are a commonly used visualization tool for metabolomic data where the relative abundance of ions detected in each sample is represented with color intensity. A limitation of applying heat maps to global metabolomic data, however, is the large number of ions that have to be displayed and the lack of information provided about important metabolomic parameters such as m/z and retention time. Here we address these challenges by introducing the interactive cluster heat map in the data-processing software XCMS Online. XCMS Online (xcmsonline.scripps.edu) is a cloud-based informatic platform designed to process, statistically evaluate, and visualize mass-spectrometry based metabolomic data. An interactive heat map is provided for all data processed by XCMS Online. The heat map is clickable, allowing users to zoom and explore specific metabolite metadata (EICs, Box-and-whisker plots, mass spectra) that are linked to the METLIN metabolite database. The utility of the XCMS interacti...

Research paper thumbnail of Arteriovenous Blood Metabolomics: A Readout of Intra-Tissue Metabostasis

Research paper thumbnail of Acylcarnitines are anticoagulants that inhibit factor Xa and are reduced in venous thrombosis based on metabolomics data

Blood, Jan 14, 2015

In many deep vein thrombosis and pulmonary embolism (VTE) patients, biomarkers or genetic risk fa... more In many deep vein thrombosis and pulmonary embolism (VTE) patients, biomarkers or genetic risk factors have not been identified. To discover novel plasma metabolites associated with VTE risk, we employed liquid chromatography-mass spectrometry-based untargeted metabolomics which does not target any specific metabolites. Using the Scripps Venous Thrombosis Registry population for a case-control study, we discovered that 10:1 and 16:1 acylcarnitines were low in plasmas of the VTE patient group compared to matched controls. Data from targeted metabolomics studies showed that several long-chain acylcarnitines (10:1, 12:0, 12:2, 18:1 and 18:2) were lower in the VTE group. Clotting assays were used to evaluate a causal relationship for low acylcarnitines in VTE patients. Various acylcarnitines inhibited factor Xa-initiated clotting. Inhibition of factor Xa by acylcarnitines was greater for longer acyl chain. Mechanistic studies showed that 16:0 acylcarnitine had anticoagulant activity in ...

Research paper thumbnail of Coagulation and Complement Protein Differences Between Septic and Uninfected Systemic Inflammatory Response Syndrome Patients

Journal of Trauma-injury Infection and Critical Care, 2007

Background: Systemic inflammatory response syndrome (SIRS) represents a host response to various ... more Background: Systemic inflammatory response syndrome (SIRS) represents a host response to various insults. Recent advances have demonstrated an interconnection be- tween inflammation, complement, and co- agulation. This experiment was designed to evaluate differences in plasma protein pro- files between clinically identical patients: septic versus uninfected SIRS patients, prior to clinical diagnosis of infection. Methods: Patients admitted to an in- tensive

Research paper thumbnail of Electrospray ion mobility spectrometry of intact viruses

Spectroscopy, 2004

ABSTRACT

Research paper thumbnail of Metabolism Links Bacterial Biofilms and Colon Carcinogenesis

Research paper thumbnail of Transporters: A Remote Sensing and Signaling Hypothesis Toward a Systems Level Understanding of Organic Anion and Other Multispecific Drug

specificity similarity to both mammalian Oat1 and Oat3 The flounder organic anion transporter fOa... more specificity similarity to both mammalian Oat1 and Oat3 The flounder organic anion transporter fOat has sequence, function, and substrate (PDF) (Full Text) (Abstract)

Research paper thumbnail of Discriminating precursors of common fragments for large-scale metabolite profiling by triple quadrupole mass spectrometry

Bioinformatics (Oxford, England), Jan 16, 2015

The goal of large-scale metabolite profiling is to compare the relative concentrations of as many... more The goal of large-scale metabolite profiling is to compare the relative concentrations of as many metabolites extracted from biological samples as possible. This is typically accomplished by measuring the abundances of thousands of ions with high-resolution and high mass accuracy mass spectrometers. Although the data from these instruments provide a comprehensive fingerprint of each sample, identifying the structures of the thousands of detected ions is still challenging and time intensive. An alternative, less-comprehensive approach is to use triple quadrupole (QqQ) mass spectrometry to analyze predetermined sets of metabolites (typically fewer than several hundred). This is done using authentic standards to develop QqQ experiments that specifically detect only the targeted metabolites, with the advantage that the need for ion identification after profiling is eliminated. Here, we propose a framework to extend the application of QqQ mass spectrometers to large-scale metabolite prof...

Research paper thumbnail of Desorption-ionization mass spectrometry on porous silicon

Nature, Jan 20, 1999

Desorption mass spectrometry has undergone significant improvements since the original experiment... more Desorption mass spectrometry has undergone significant improvements since the original experiments were performed more than 90 years ago. The most dramatic change occurred in the early 1980s with the introduction of an organic matrix to transfer energy to the analyte. This reduces ion fragmentation but also introduces background ions from the matrix. Here we describe a matrix-free strategy for biomolecular mass spectrometry based on pulsed-laser desorption-ionization from a porous silicon surface. Our method uses porous silicon to trap analytes deposited on the surface, and laser irradiation to vaporize and ionize them. We show that the method works at femtomole and attomole levels of analyte, and induces little or no fragmentation, in contrast to what is typically observed with other such approaches. The ability to perform these measurements without a matrix also makes it more amenable to small-molecule analysis. Chemical and structural modification of the porous silicon has enable...

Research paper thumbnail of Crystallographically identical virus capsids display different properties in solution

Nature structural biology, 1999

Either your web browser doesn't support Javascript or it is currently turned... more Either your web browser doesn't support Javascript or it is currently turned off. In the latter case, please turn on Javascript support in your web browser and reload this page. ... Crystallographically identical virus capsids display different properties in solution. ... Find all citations by this ...

Research paper thumbnail of Desorption/ionization on silicon (DIOS): A diverse mass spectrometry platform for protein characterization

Proceedings of The National Academy of Sciences, 2001

Since the advent of matrix-assisted laser desorption/ionization and electrospray ionization, mass... more Since the advent of matrix-assisted laser desorption/ionization and electrospray ionization, mass spectrometry has played an increasingly important role in protein functional characterization, identification, and structural analysis. Expanding this role, desorption/ionization on silicon (DIOS) is a new approach that allows for the analysis of proteins and related small molecules. Despite the absence of matrix, DIOS-MS yields little or no fragmentation and

Research paper thumbnail of Mobilization of pro-inflammatory lipids in obese Plscr3-deficient mice

Research paper thumbnail of From Exogenous to Endogenous:  The Inevitable Imprint of Mass Spectrometry in Metabolomics

Journal of Proteome Research, 2007

Mass spectrometry (MS) is an established technology in drug metabolite analysis and is now expand... more Mass spectrometry (MS) is an established technology in drug metabolite analysis and is now expanding into endogenous metabolite research. Its utility derives from its wide dynamic range, reproducible quantitative analysis, and the ability to analyze biofluids with extreme molecular complexity. The aims of developing mass spectrometry for metabolomics range from understanding basic biochemistry to biomarker discovery and the structural characterization

Research paper thumbnail of Generation of Induced Pluripotent Stem Cells Using Recombinant Proteins

Research paper thumbnail of Aspects of oligonucleotide and peptide sequencing with MALDI and electrospray mass spectrometry

Bioorganic & Medicinal Chemistry, 1998

Biopolymer sequencing with mass spectrometry has become increasingly important and accessible wit... more Biopolymer sequencing with mass spectrometry has become increasingly important and accessible with the development of matrix-assisted laser desorption/ionization (MALDI) and electrospray ionization (ESI). Here we examine the use of sequential digestion for the rapid identification of proteolytic fragments, in turn highlighting the general utility of enzymatic MALDI ladder sequencing and ESI tandem mass spectrometry. Analyses were performed on oligonucleotides ranging

Research paper thumbnail of Quantitative Analysis with Desorption/Ionization on Silicon Mass Spectrometry Using Electrospray Deposition

Analytical Chemistry, 2003

Desorption/ionization on silicon mass spectrometry (DIOS-MS) is demonstrated as a quantitative an... more Desorption/ionization on silicon mass spectrometry (DIOS-MS) is demonstrated as a quantitative analytical tool when coupled to electrospray deposition (ESD). In this study, we illustrate the utility of DIOS-MS in the quantitative analysis of a peptide and two amino acids with deuterated and structural analogues used as internal standards. An important feature of this approach is the incorporation of ESD to improve sample homogeneity across the porous silicon surface. ESD allowed for a marked improvement in quantitative analysis due to its applicability to LC-DIOS, and because of the absence of matrix, sample can be deposited at very low flow rates (150 nL/min). Experiments comparing the traditional dried droplet and ESD methods show that ESD samples exhibit significantly improved quantitation and much higher sample-to-sample reproducibility.

Research paper thumbnail of Innovation: Metabolomics: the apogee of the omics trilogy

Metabolites, the chemical entities that are transformed during metabolism, provide a functional r... more Metabolites, the chemical entities that are transformed during metabolism, provide a functional readout of cellular biochemistry. With emerging technologies in mass spectrometry, thousands of metabolites can now be quantitatively measured from minimal amounts of biological material, which has thereby enabled systems-level analyses. By performing global metabolite profiling, also known as untargeted metabolomics, new discoveries linking cellular pathways to biological mechanism are being revealed and are shaping our understanding of cell biology, physiology and medicine.

Research paper thumbnail of Quench-flow experiments combined with mass spectrometry show apomyoglobin folds through and obligatory intermediate

Research paper thumbnail of Nanoelectrospray Mass Spectrometry and Precursor Ion Monitoring for Quantitative Steroid Analysis and Attomole Sensitivity

Analytical Chemistry, 1999

Nanoelectrospray ionization (nanoESI) mass spectrometry was performed on naturally occurring ster... more Nanoelectrospray ionization (nanoESI) mass spectrometry was performed on naturally occurring steroid sulfates and unconjugated steroids derivatized to their sulfate esters using precursor ion monitoring. Initially, an extraction method was developed based on a combinatorial approach employed to obtain the most efficient liquid/liquid extraction protocol. The new method allowed unconjugated steroids and their sulfated analogues to be isolated separately in a two-step procedure using diethyl ether/hexane (90:10, v/v) in the first step to extract the unconjugated steroids and chloroform/2-butanol (50:50, v/v) in the second step to extract steroid sulfates. Precursor ion scanning performed with a triple-quadrupole mass spectrometer was used to examine quantitatively the extracted unconjugated and sulfated steroids, where the recovery efficiency averaged 70 and 87%, respectively. In addition, some steroids could be structurally elucidated by employing tandem mass spectrometry. The limit of detection for steroid sulfates from the biological matrix was 200 amol/microL (approximately 80 fg/microL) with only 1 microL of sample being injected. Endogenous levels of the unconjugated and sulfated steroids were detected and quantified from physiological samples including urine and blood. Internal standards, pregnenolone-d4 sulfate and dehydroepiandrosterone-d2 (DHEA), were used for quantitation. Extraction and nanoESI analyses were also performed on cerebrospinal fluid where the neurosteroid DHEA sulfate was detected. The small amount of material consumed (typically less than 20% of the injection volume) suggests that nanoESI has even greater potential for high sensitivity when combined with nanoLC approaches, especially for monitoring reproductive and adrenal steroids, as well as for the analysis of the less abundant neurosteroids.

Research paper thumbnail of Human rhinovirus capsid dynamics is controlled by canyon flexibility

Virology, Jan 15, 2003

Quantitative enzyme accessibility experiments using nano liquid chromatography electrospray mass ... more Quantitative enzyme accessibility experiments using nano liquid chromatography electrospray mass spectrometry combined with limited proteolysis and isotope-labeling was used to examine the dynamic nature of the human rhinovirus (HRV) capsid in the presence of three antiviral compounds, a neutralizing Fab, and drug binding cavity mutations. Using these methods, it was found that the antivirals WIN 52084 and picovir (pleconaril) stabilized the capsid, while dansylaziridine caused destabilization. Site-directed mutations in the drug-binding cavity were found to stabilize the HRV14 capsid against proteolytic digestion in a manner similar to WIN 52084 and pleconaril. Antibodies that bind to the NIm-IA antigenic site and penetrate the canyon were also observed to protect the virion against proteolytic cleavage. These results demonstrate that quantifying the effects of antiviral ligands on protein "breathing" can be used to compare their mode of action and efficacy. In this case,...

Research paper thumbnail of An Interactive Cluster Heat Map to Visualize and Explore Multidimensional Metabolomic Data

Metabolomics : Official journal of the Metabolomic Society, 2015

Heat maps are a commonly used visualization tool for metabolomic data where the relative abundanc... more Heat maps are a commonly used visualization tool for metabolomic data where the relative abundance of ions detected in each sample is represented with color intensity. A limitation of applying heat maps to global metabolomic data, however, is the large number of ions that have to be displayed and the lack of information provided about important metabolomic parameters such as m/z and retention time. Here we address these challenges by introducing the interactive cluster heat map in the data-processing software XCMS Online. XCMS Online (xcmsonline.scripps.edu) is a cloud-based informatic platform designed to process, statistically evaluate, and visualize mass-spectrometry based metabolomic data. An interactive heat map is provided for all data processed by XCMS Online. The heat map is clickable, allowing users to zoom and explore specific metabolite metadata (EICs, Box-and-whisker plots, mass spectra) that are linked to the METLIN metabolite database. The utility of the XCMS interacti...

Research paper thumbnail of Arteriovenous Blood Metabolomics: A Readout of Intra-Tissue Metabostasis

Research paper thumbnail of Acylcarnitines are anticoagulants that inhibit factor Xa and are reduced in venous thrombosis based on metabolomics data

Blood, Jan 14, 2015

In many deep vein thrombosis and pulmonary embolism (VTE) patients, biomarkers or genetic risk fa... more In many deep vein thrombosis and pulmonary embolism (VTE) patients, biomarkers or genetic risk factors have not been identified. To discover novel plasma metabolites associated with VTE risk, we employed liquid chromatography-mass spectrometry-based untargeted metabolomics which does not target any specific metabolites. Using the Scripps Venous Thrombosis Registry population for a case-control study, we discovered that 10:1 and 16:1 acylcarnitines were low in plasmas of the VTE patient group compared to matched controls. Data from targeted metabolomics studies showed that several long-chain acylcarnitines (10:1, 12:0, 12:2, 18:1 and 18:2) were lower in the VTE group. Clotting assays were used to evaluate a causal relationship for low acylcarnitines in VTE patients. Various acylcarnitines inhibited factor Xa-initiated clotting. Inhibition of factor Xa by acylcarnitines was greater for longer acyl chain. Mechanistic studies showed that 16:0 acylcarnitine had anticoagulant activity in ...

Research paper thumbnail of Coagulation and Complement Protein Differences Between Septic and Uninfected Systemic Inflammatory Response Syndrome Patients

Journal of Trauma-injury Infection and Critical Care, 2007

Background: Systemic inflammatory response syndrome (SIRS) represents a host response to various ... more Background: Systemic inflammatory response syndrome (SIRS) represents a host response to various insults. Recent advances have demonstrated an interconnection be- tween inflammation, complement, and co- agulation. This experiment was designed to evaluate differences in plasma protein pro- files between clinically identical patients: septic versus uninfected SIRS patients, prior to clinical diagnosis of infection. Methods: Patients admitted to an in- tensive

Research paper thumbnail of Electrospray ion mobility spectrometry of intact viruses

Spectroscopy, 2004

ABSTRACT

Research paper thumbnail of Metabolism Links Bacterial Biofilms and Colon Carcinogenesis

Research paper thumbnail of Transporters: A Remote Sensing and Signaling Hypothesis Toward a Systems Level Understanding of Organic Anion and Other Multispecific Drug

specificity similarity to both mammalian Oat1 and Oat3 The flounder organic anion transporter fOa... more specificity similarity to both mammalian Oat1 and Oat3 The flounder organic anion transporter fOat has sequence, function, and substrate (PDF) (Full Text) (Abstract)

Research paper thumbnail of Discriminating precursors of common fragments for large-scale metabolite profiling by triple quadrupole mass spectrometry

Bioinformatics (Oxford, England), Jan 16, 2015

The goal of large-scale metabolite profiling is to compare the relative concentrations of as many... more The goal of large-scale metabolite profiling is to compare the relative concentrations of as many metabolites extracted from biological samples as possible. This is typically accomplished by measuring the abundances of thousands of ions with high-resolution and high mass accuracy mass spectrometers. Although the data from these instruments provide a comprehensive fingerprint of each sample, identifying the structures of the thousands of detected ions is still challenging and time intensive. An alternative, less-comprehensive approach is to use triple quadrupole (QqQ) mass spectrometry to analyze predetermined sets of metabolites (typically fewer than several hundred). This is done using authentic standards to develop QqQ experiments that specifically detect only the targeted metabolites, with the advantage that the need for ion identification after profiling is eliminated. Here, we propose a framework to extend the application of QqQ mass spectrometers to large-scale metabolite prof...

Research paper thumbnail of Desorption-ionization mass spectrometry on porous silicon

Nature, Jan 20, 1999

Desorption mass spectrometry has undergone significant improvements since the original experiment... more Desorption mass spectrometry has undergone significant improvements since the original experiments were performed more than 90 years ago. The most dramatic change occurred in the early 1980s with the introduction of an organic matrix to transfer energy to the analyte. This reduces ion fragmentation but also introduces background ions from the matrix. Here we describe a matrix-free strategy for biomolecular mass spectrometry based on pulsed-laser desorption-ionization from a porous silicon surface. Our method uses porous silicon to trap analytes deposited on the surface, and laser irradiation to vaporize and ionize them. We show that the method works at femtomole and attomole levels of analyte, and induces little or no fragmentation, in contrast to what is typically observed with other such approaches. The ability to perform these measurements without a matrix also makes it more amenable to small-molecule analysis. Chemical and structural modification of the porous silicon has enable...

Research paper thumbnail of Crystallographically identical virus capsids display different properties in solution

Nature structural biology, 1999

Either your web browser doesn't support Javascript or it is currently turned... more Either your web browser doesn't support Javascript or it is currently turned off. In the latter case, please turn on Javascript support in your web browser and reload this page. ... Crystallographically identical virus capsids display different properties in solution. ... Find all citations by this ...

Research paper thumbnail of Desorption/ionization on silicon (DIOS): A diverse mass spectrometry platform for protein characterization

Proceedings of The National Academy of Sciences, 2001

Since the advent of matrix-assisted laser desorption/ionization and electrospray ionization, mass... more Since the advent of matrix-assisted laser desorption/ionization and electrospray ionization, mass spectrometry has played an increasingly important role in protein functional characterization, identification, and structural analysis. Expanding this role, desorption/ionization on silicon (DIOS) is a new approach that allows for the analysis of proteins and related small molecules. Despite the absence of matrix, DIOS-MS yields little or no fragmentation and

Research paper thumbnail of Mobilization of pro-inflammatory lipids in obese Plscr3-deficient mice

Research paper thumbnail of From Exogenous to Endogenous:  The Inevitable Imprint of Mass Spectrometry in Metabolomics

Journal of Proteome Research, 2007

Mass spectrometry (MS) is an established technology in drug metabolite analysis and is now expand... more Mass spectrometry (MS) is an established technology in drug metabolite analysis and is now expanding into endogenous metabolite research. Its utility derives from its wide dynamic range, reproducible quantitative analysis, and the ability to analyze biofluids with extreme molecular complexity. The aims of developing mass spectrometry for metabolomics range from understanding basic biochemistry to biomarker discovery and the structural characterization

Research paper thumbnail of Generation of Induced Pluripotent Stem Cells Using Recombinant Proteins

Research paper thumbnail of Aspects of oligonucleotide and peptide sequencing with MALDI and electrospray mass spectrometry

Bioorganic & Medicinal Chemistry, 1998

Biopolymer sequencing with mass spectrometry has become increasingly important and accessible wit... more Biopolymer sequencing with mass spectrometry has become increasingly important and accessible with the development of matrix-assisted laser desorption/ionization (MALDI) and electrospray ionization (ESI). Here we examine the use of sequential digestion for the rapid identification of proteolytic fragments, in turn highlighting the general utility of enzymatic MALDI ladder sequencing and ESI tandem mass spectrometry. Analyses were performed on oligonucleotides ranging

Research paper thumbnail of Quantitative Analysis with Desorption/Ionization on Silicon Mass Spectrometry Using Electrospray Deposition

Analytical Chemistry, 2003

Desorption/ionization on silicon mass spectrometry (DIOS-MS) is demonstrated as a quantitative an... more Desorption/ionization on silicon mass spectrometry (DIOS-MS) is demonstrated as a quantitative analytical tool when coupled to electrospray deposition (ESD). In this study, we illustrate the utility of DIOS-MS in the quantitative analysis of a peptide and two amino acids with deuterated and structural analogues used as internal standards. An important feature of this approach is the incorporation of ESD to improve sample homogeneity across the porous silicon surface. ESD allowed for a marked improvement in quantitative analysis due to its applicability to LC-DIOS, and because of the absence of matrix, sample can be deposited at very low flow rates (150 nL/min). Experiments comparing the traditional dried droplet and ESD methods show that ESD samples exhibit significantly improved quantitation and much higher sample-to-sample reproducibility.

Research paper thumbnail of Innovation: Metabolomics: the apogee of the omics trilogy

Metabolites, the chemical entities that are transformed during metabolism, provide a functional r... more Metabolites, the chemical entities that are transformed during metabolism, provide a functional readout of cellular biochemistry. With emerging technologies in mass spectrometry, thousands of metabolites can now be quantitatively measured from minimal amounts of biological material, which has thereby enabled systems-level analyses. By performing global metabolite profiling, also known as untargeted metabolomics, new discoveries linking cellular pathways to biological mechanism are being revealed and are shaping our understanding of cell biology, physiology and medicine.

Research paper thumbnail of Quench-flow experiments combined with mass spectrometry show apomyoglobin folds through and obligatory intermediate

Research paper thumbnail of Nanoelectrospray Mass Spectrometry and Precursor Ion Monitoring for Quantitative Steroid Analysis and Attomole Sensitivity

Analytical Chemistry, 1999

Nanoelectrospray ionization (nanoESI) mass spectrometry was performed on naturally occurring ster... more Nanoelectrospray ionization (nanoESI) mass spectrometry was performed on naturally occurring steroid sulfates and unconjugated steroids derivatized to their sulfate esters using precursor ion monitoring. Initially, an extraction method was developed based on a combinatorial approach employed to obtain the most efficient liquid/liquid extraction protocol. The new method allowed unconjugated steroids and their sulfated analogues to be isolated separately in a two-step procedure using diethyl ether/hexane (90:10, v/v) in the first step to extract the unconjugated steroids and chloroform/2-butanol (50:50, v/v) in the second step to extract steroid sulfates. Precursor ion scanning performed with a triple-quadrupole mass spectrometer was used to examine quantitatively the extracted unconjugated and sulfated steroids, where the recovery efficiency averaged 70 and 87%, respectively. In addition, some steroids could be structurally elucidated by employing tandem mass spectrometry. The limit of detection for steroid sulfates from the biological matrix was 200 amol/microL (approximately 80 fg/microL) with only 1 microL of sample being injected. Endogenous levels of the unconjugated and sulfated steroids were detected and quantified from physiological samples including urine and blood. Internal standards, pregnenolone-d4 sulfate and dehydroepiandrosterone-d2 (DHEA), were used for quantitation. Extraction and nanoESI analyses were also performed on cerebrospinal fluid where the neurosteroid DHEA sulfate was detected. The small amount of material consumed (typically less than 20% of the injection volume) suggests that nanoESI has even greater potential for high sensitivity when combined with nanoLC approaches, especially for monitoring reproductive and adrenal steroids, as well as for the analysis of the less abundant neurosteroids.

Research paper thumbnail of Human rhinovirus capsid dynamics is controlled by canyon flexibility

Virology, Jan 15, 2003

Quantitative enzyme accessibility experiments using nano liquid chromatography electrospray mass ... more Quantitative enzyme accessibility experiments using nano liquid chromatography electrospray mass spectrometry combined with limited proteolysis and isotope-labeling was used to examine the dynamic nature of the human rhinovirus (HRV) capsid in the presence of three antiviral compounds, a neutralizing Fab, and drug binding cavity mutations. Using these methods, it was found that the antivirals WIN 52084 and picovir (pleconaril) stabilized the capsid, while dansylaziridine caused destabilization. Site-directed mutations in the drug-binding cavity were found to stabilize the HRV14 capsid against proteolytic digestion in a manner similar to WIN 52084 and pleconaril. Antibodies that bind to the NIm-IA antigenic site and penetrate the canyon were also observed to protect the virion against proteolytic cleavage. These results demonstrate that quantifying the effects of antiviral ligands on protein "breathing" can be used to compare their mode of action and efficacy. In this case,...