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1.
Mol Ther Methods Clin Dev ; 31: 101155, 2023 Dec 14.
Article in English | MEDLINE | ID: mdl-38074412

ABSTRACT

Ex vivo autologous hematopoietic stem cell lentiviral-based gene therapy with betibeglogene autotemcel has been studied in patients with transfusion-dependent ß-thalassemia in Phase III clinical trials (HGB-207 and HGB-212), with 90% of patients reaching transfusion independence (TI). Here, we explore manufacturing parameters, drug product quality attributes, and limited patient characteristics that had an impact on clinical efficacy in HGB-207 and HGB-212. Retrospective analysis revealed that the peripheral blood vector copy number (VCN) was related to TI, with a strong correlation between peripheral blood VCN at 6 months and gene therapy-derived therapeutic protein (HbAT87Q) expression at 6 months (correlation coefficient, 0.8681; p < 0.0001; R2 = 0.7536). A peripheral blood VCN threshold of ≥0.75 copies per diploid genome at 6 months post betibeglogene autotemcel infusion provided a stringent surrogate biomarker for TI and was used as the outcome variable for multivariate analysis using a random forest classifier. The top predictive feature of clinical efficacy was found to be the percentage of lentiviral vector-positive cells in the drug product. This retrospective analysis is critical to understanding the key product quality attributes that can predict clinical efficacy in lentiviral vector gene therapy within this clinical trial population.

2.
Protein Sci ; 31(11): e4429, 2022 11.
Article in English | MEDLINE | ID: mdl-36305766

ABSTRACT

TRAF6 is an adaptor protein involved in signaling pathways that are essential for development and the immune system. It participates in many protein-protein interactions, some of which are mediated by the C-terminal MATH domain, which binds to short peptide segments containing the motif PxExx[FYWHDE], where x is any amino acid. Blocking MATH domain interactions is associated with favorable effects in various disease models. To better define TRAF6 MATH domain binding preferences, we screened a combinatorial library using bacterial cell-surface peptide display. We identified 236 of the best TRAF6-interacting peptides and a set of 1,200 peptides that match the sequence PxE but do not bind TRAF6 MATH. The peptides that were most enriched in the screen bound TRAF6 tighter than previously measured native peptides. To better understand the structural basis for TRAF6 interaction preferences, we built all-atom structural models of the MATH domain in complex with high-affinity binders and nonbinders identified in the screen. We identified favorable interactions for motif features in binders as well as negative design elements distributed across the motif that can disfavor or preclude binding. Searching the human proteome revealed that the most biologically relevant TRAF6 motif matches occupy a different sequence space from the best hits discovered in combinatorial library screening, suggesting that native interactions are not optimized for affinity. Our experimentally determined binding preferences and structural models support the design of peptide-based interaction inhibitors with higher affinities than endogenous TRAF6 ligands.


Subject(s)
Peptides , TNF Receptor-Associated Factor 6 , Humans , TNF Receptor-Associated Factor 6/metabolism , Amino Acid Sequence , Models, Molecular , Protein Binding , Peptides/chemistry
3.
N Engl J Med ; 386(2): 138-147, 2022 01 13.
Article in English | MEDLINE | ID: mdl-34898140

ABSTRACT

Gene therapy with LentiGlobin for sickle cell disease (bb1111, lovotibeglogene autotemcel) consists of autologous transplantation of a patient's hematopoietic stem cells transduced with the BB305 lentiviral vector that encodes the ßA-T87Q-globin gene. Acute myeloid leukemia developed in a woman approximately 5.5 years after she had received LentiGlobin for sickle cell disease as part of the initial cohort (Group A) of the HGB-206 study. An analysis of peripheral-blood samples revealed that blast cells contained a BB305 lentiviral vector insertion site. The results of an investigation of causality indicated that the leukemia was unlikely to be related to vector insertion, given the location of the insertion site, the very low transgene expression in blast cells, and the lack of an effect on expression of surrounding genes. Several somatic mutations predisposing to acute myeloid leukemia were present after diagnosis, which suggests that patients with sickle cell disease are at increased risk for hematologic malignant conditions after transplantation, most likely because of a combination of risks associated with underlying sickle cell disease, transplantation procedure, and inadequate disease control after treatment. (Funded by Bluebird Bio.).


Subject(s)
Anemia, Sickle Cell/therapy , Gene Expression , Genetic Therapy/adverse effects , Hematopoietic Stem Cell Transplantation , Leukemia, Myeloid, Acute/etiology , beta-Globins/genetics , Adult , Anemia, Sickle Cell/complications , Anemia, Sickle Cell/genetics , Carcinogenesis , Female , Genetic Vectors , Humans , Lentivirus , Risk Factors , Sequence Analysis, RNA , Transgenes , Transplantation, Autologous
4.
J Am Chem Soc ; 138(46): 15150-15156, 2016 11 23.
Article in English | MEDLINE | ID: mdl-27502157

ABSTRACT

Conformational flexibility allows proteins to adopt multiple functionally important conformations but can also lead to nonfunctional structures. We analyzed the dynamic behavior of the enzyme guanylate kinase as it evolved into the GK protein interaction domain (GKPID) to investigate the role of flexibility in the evolution of new protein functions. We found that the ancestral enzyme is very flexible, allowing it to adopt open conformations that can bind nucleotide and closed ones that enable catalysis of phosphotransfer from ATP to GMP. Historical mutations that converted the GK from an enzyme to a protein interaction domain dramatically reduce flexibility, predominantly by inhibiting rotations of the protein backbone that are coupled to the global closing motion. Removing flexibility prevents adoption of conformations that cannot fit the protein partner in the binding site. Our results highlight the importance of mutations that optimize protein conformational flexibility with function during evolution.


Subject(s)
Guanylate Kinases/chemistry , Guanylate Kinases/metabolism , Molecular Dynamics Simulation , Nuclear Magnetic Resonance, Biomolecular , Protein Interaction Domains and Motifs , Guanylate Kinases/genetics , Protein Conformation
6.
Biochemistry ; 55(10): 1455-61, 2016 Mar 15.
Article in English | MEDLINE | ID: mdl-26894406

ABSTRACT

Par-6 is a scaffold protein that organizes other proteins into a complex required to initiate and maintain cell polarity. Cdc42-GTP binds the CRIB module of Par-6 and alters the binding affinity of the adjoining PDZ domain. Allosteric regulation of the Par-6 PDZ domain was first demonstrated using a peptide identified in a screen of typical carboxyl-terminal ligands. Crumbs, a membrane protein that localizes a conserved polarity complex, was subsequently identified as a functional partner for Par-6 that likely interacts with the PDZ domain. Here we show by nuclear magnetic resonance that Par-6 binds a Crumbs carboxyl-terminal peptide and report the crystal structure of the PDZ-peptide complex. The Crumbs peptide binds Par-6 more tightly than the previously studied carboxyl peptide ligand and interacts with the CRIB-PDZ module in a Cdc42-dependent manner. The Crumbs:Par-6 crystal structure reveals specific PDZ-peptide contacts that contribute to its higher affinity and Cdc42-enhanced binding. Comparisons with existing structures suggest that multiple C-terminal Par-6 ligands respond to a common conformational switch that transmits the allosteric effects of GTPase binding.


Subject(s)
Drosophila Proteins/metabolism , Drosophila Proteins/physiology , GTP-Binding Proteins/physiology , Membrane Proteins/metabolism , PDZ Domains/physiology , Protein Kinase C/metabolism , Animals , Crystallography, X-Ray , Drosophila Proteins/chemistry , Drosophila melanogaster , GTP-Binding Proteins/chemistry , Membrane Proteins/chemistry , Protein Binding/physiology , Protein Kinase C/chemistry , Protein Structure, Secondary , Protein Structure, Tertiary
8.
Elife ; 5: e10147, 2016 Jan 07.
Article in English | MEDLINE | ID: mdl-26740169

ABSTRACT

To form and maintain organized tissues, multicellular organisms orient their mitotic spindles relative to neighboring cells. A molecular complex scaffolded by the GK protein-interaction domain (GKPID) mediates spindle orientation in diverse animal taxa by linking microtubule motor proteins to a marker protein on the cell cortex localized by external cues. Here we illuminate how this complex evolved and commandeered control of spindle orientation from a more ancient mechanism. The complex was assembled through a series of molecular exploitation events, one of which - the evolution of GKPID's capacity to bind the cortical marker protein - can be recapitulated by reintroducing a single historical substitution into the reconstructed ancestral GKPID. This change revealed and repurposed an ancient molecular surface that previously had a radically different function. We show how the physical simplicity of this binding interface enabled the evolution of a new protein function now essential to the biological complexity of many animals.


Subject(s)
Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Cell Cycle , Evolution, Molecular , Guanylate Kinases/genetics , Guanylate Kinases/metabolism , Spindle Apparatus/metabolism , Animals , Cell Cycle Proteins/chemistry , Guanylate Kinases/chemistry , Models, Molecular , Protein Binding , Protein Multimerization
9.
Biophys Rev ; 7(2): 183-190, 2015 Jun 01.
Article in English | MEDLINE | ID: mdl-26236405

ABSTRACT

Allostery is commonly described as a functional connection between two distant sites in a protein, where a binding event at one site alters affinity at the other. Here we review the conformational dynamics that encode an allosteric switch in the PDZ domain of Par-6. Par-6 is a scaffold protein that organizes other proteins into a complex required to initiate and maintain cell polarity. NMR measurements revealed that the PDZ domain samples an evolutionarily conserved unfolding intermediate allowing rearrangement of two adjacent loop residues that control ligand binding affinity. Cdc42 binding to Par-6 creates a novel interface between the PDZ domain and the adjoining CRIB motif that stabilizes the high-affinity PDZ conformation. Thermodynamic and kinetic studies suggest that partial PDZ unfolding is an integral part of the Par-6 switching mechanism. The Par-6 CRIB-PDZ module illustrates two important structural aspects of protein evolution: the interface between adjacent domains in the same protein can give rise to allosteric regulation, and thermodynamic stability may be sacrificed to increase the sampling frequency of an unfolding intermediate required for conformational switching.

10.
J Am Chem Soc ; 135(25): 9377-83, 2013 Jun 26.
Article in English | MEDLINE | ID: mdl-23705660

ABSTRACT

Proteins exist in a delicate balance between the native and unfolded states, where thermodynamic stability may be sacrificed to attain the flexibility required for efficient catalysis, binding, or allosteric control. Partition-defective 6 (Par-6) regulates the Par polarity complex by transmitting a GTPase signal through the Cdc42/Rac interaction binding PSD-95/Dlg/ZO-1 (CRIB-PDZ) module that alters PDZ ligand binding. Allosteric activation of the PDZ is achieved by local rearrangement of the L164 and K165 side chains to stabilize the interdomain CRIB:PDZ interface and reposition a conserved element of the ligand binding pocket. However, microsecond to millisecond dynamics measurements revealed that L164/K165 exchange requires a larger rearrangement than expected. The margin of thermodynamic stability for the PDZ domain is modest (∼3 kcal/mol) and further reduced by transient interactions with the disordered CRIB domain. Measurements of local structural stability revealed that tertiary contacts within the PDZ are disrupted by a partial unfolding transition that enables interconversion of the L/K switch. The unexpected participation of partial PDZ unfolding in the allosteric mechanism of Par-6 suggests that native-state unfolding may be essential for the function of other marginally stable proteins.


Subject(s)
Drosophila Proteins/chemistry , PDZ Domains , Protein Kinase C/chemistry , Allosteric Regulation , Protein Unfolding , Thermodynamics
11.
Structure ; 19(11): 1711-22, 2011 Nov 09.
Article in English | MEDLINE | ID: mdl-22078569

ABSTRACT

Here, we report a novel mechanism of PDZ (PSD-95/Dlg/ZO-1) domain regulation that distorts a conserved element of PDZ ligand recognition. The polarity regulator Par-6 assembles a conserved multiprotein complex and is directly modulated by the Rho GTPase Cdc42. Cdc42 binds the adjacent Cdc42/Rac interactive binding (CRIB) and PDZ domains of Par-6, increasing C-terminal ligand binding affinity by 10-fold. By solving structures of the isolated PDZ domain and a disulfide-stabilized CRIB-PDZ, we detected a conformational switch that controls affinity by altering the configuration of the conserved "GLGF" loop. As a result, lysine 165 is displaced from the PDZ core by an adjacent hydrophobic residue, disrupting coordination of the PDZ ligand-binding cleft. Stabilization of the CRIB:PDZ interface restores K165 to its canonical location in the binding pocket. We conclude that a unique "dipeptide switch" in the Par-6 PDZ transmits a signal for allosteric activation to the ligand-binding pocket.


Subject(s)
Drosophila Proteins/chemistry , PDZ Domains , Protein Kinase C/chemistry , Allosteric Regulation , Amino Acid Motifs , Animals , Binding Sites , Conserved Sequence , Drosophila melanogaster , Magnetic Resonance Spectroscopy , Models, Molecular , Protein Binding
12.
Proc Natl Acad Sci U S A ; 108(44): E973-8, 2011 Nov 01.
Article in English | MEDLINE | ID: mdl-21990344

ABSTRACT

New protein functions can require complex sequence changes, but the minimal path is not well understood. The guanylate kinase enzyme (GK(enz)), which catalyzes phosphotransfer from ATP to GMP, evolved into the GK domain (GK(dom)), a protein-binding domain found in membrane associate guanylate kinases that function in mitotic spindle orientation and cell adhesion. Using an induced polarity assay for GK(dom) function, we show that a single serine to proline mutation is sufficient to switch extant GK(enz) into a functional GK(dom). The mutation blocks catalysis (GK(enz) function) but allows protein binding and spindle orientation (GK(dom) function). Furthermore, whereas the GK(enz) undergoes a large closing motion upon GMP binding, fluorescence quenching and NMR demonstrate that the S â†’ P mutation inhibits GMP-induced GK movements. Disrupting GK closing with a mutation at a different position also leads to GK(dom) function, suggesting that blocking the GK(enz) closing motion is sufficient for functional conversion of GK(enz) to GK(dom). Although subtle changes in protein function can require complex sequence paths, our work shows that entirely new functions can arise from single mutations that alter protein dynamics.


Subject(s)
Guanosine Monophosphate/metabolism , Guanylate Kinases/metabolism , Mutation , Spindle Apparatus , Biocatalysis , Cell Line , Fluorescence , Guanylate Kinases/chemistry , Guanylate Kinases/genetics , Models, Molecular , Nuclear Magnetic Resonance, Biomolecular , Phosphoproteins/metabolism , Protein Binding , Protein Conformation
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