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1.
Cancer ; 125(22): 4019-4032, 2019 Nov 15.
Article in English | MEDLINE | ID: mdl-31381142

ABSTRACT

BACKGROUND: Despite the rapid adoption of immunotherapies in advanced non-small cell lung cancer (advNSCLC), knowledge gaps remain about their real-world (rw) performance. METHODS: This retrospective, observational, multicenter analysis used the Flatiron Health deidentified electronic health record-derived database of rw patients with advNSCLC who received treatment with PD-1 and/or PD-L1 (PD-[L]1) inhibitors before July 1, 2017 (N = 5257) and had ≥6 months of follow-up. The authors investigated PD-(L)1 line of treatment and PD-L1 testing rates and the relationship between overall survival (OS) and rw intermediate endpoints: progression-free survival (rwPFS), rw time to progression (rwTTP), rw time to next treatment (rwTTNT), and rw time to discontinuation (rwTTD). RESULTS: First-line PD-(L)1 inhibitor use increased from 0% (in the third quarter of 2014 [Q3 2014]) to 42% (Q2 2017) over the study period. PD-L1 testing also increased (from 3% in Q3 2015 to 70% in Q2 2017). The estimated median OS was 9.3 months (95% CI, 8.9-9.8 months), and the estimated rwPFS was 3.2 months (95% CI, 3.1-3.3 months). Longer OS and rwPFS were associated with ≥50% PD-L1 percentage staining results. Correlations (⍴) between OS and intermediate endpoints were ⍴ = 0.75 (95% CI, 0.73-0.76) for rwPFS and ⍴ = 0.60 (95% CI, 0.57-0.63) for rwTTP, and, for treatment-based intermediate endpoints, correlations were ⍴ = 0.60 (95% CI, 0.56-0.64) for rwTTNT (N = 856) and ⍴ = 0.81 (95% CI, 0.80-0.82) for rwTTD. CONCLUSIONS: The use of first-line PD-(L)1 inhibitors and PD-L1 testing has substantially increased, with better outcomes for patients who have ≥50% PD-L1 percentage staining. Intermediate rw tumor-dynamics estimates were moderately correlated with OS in patients with advNSCLC who received immunotherapy, highlighting the need for optimizing and standardizing rw endpoints to enhance the understanding of patient outcomes outside clinical trials.


Subject(s)
Carcinoma, Non-Small-Cell Lung/epidemiology , Lung Neoplasms/epidemiology , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor , Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Non-Small-Cell Lung/etiology , Carcinoma, Non-Small-Cell Lung/therapy , Disease Management , Disease Progression , Female , Follow-Up Studies , Humans , Immunotherapy , Lung Neoplasms/diagnosis , Lung Neoplasms/etiology , Lung Neoplasms/therapy , Male , Middle Aged , Neoplasm Staging , Retrospective Studies , Treatment Outcome
2.
Oncologist ; 24(5): 648-656, 2019 05.
Article in English | MEDLINE | ID: mdl-30591549

ABSTRACT

BACKGROUND: Evidence from cancer clinical trials has strong internal validity but can be difficult to generalize to real-world patient populations. Here we analyzed real-world outcomes of patients with metastatic non-small cell lung cancer (mNSCLC) treated with programmed cell death protein 1 (PD-1) inhibitors in the first year following U.S. regulatory approval. MATERIALS AND METHODS: This retrospective study leveraged electronic health record (EHR) data collected during routine patient care in community cancer care clinics. The cohort included patients with mNSCLC who had received nivolumab or pembrolizumab for metastatic disease (n = 1,344) with >1 EHR-documented visit from January 1, 2011, to March 31, 2016. Patients with a > 90-day gap between advanced disease diagnosis and first EHR structured data entry were excluded. RESULTS: Estimated median overall survival (OS) was 8.0 months (95% confidence interval 7.4-9.0 months). Estimated median OS was 4.7 months (3.4-6.6) for patients with anaplastic lymphoma kinase rearrangement- and epidermal growth factor receptor mutation-positive tumors, and 8.6 months (7.7-10.6) for patients without such mutations. Age at PD-1 inhibitor initiation or line of therapy did not impact OS. CONCLUSION: This analysis suggests OS in real-world patients may be shorter than in conventional clinical trial patient cohorts, potentially due to narrow trial eligibility criteria. The lack of difference in OS by line of therapy or age at immunotherapy initiation suggests sustained benefit of PD-1 inhibitors in multitreated patients with mNSCLC and that age is not a predictor of outcome. Further studies are underway in patients with comorbidities, organ dysfunction, and multiple prior therapies. IMPLICATIONS FOR PRACTICE: This study evaluated data derived from electronic health records of patients with metastatic non-small cell lung cancer treated with programmed cell death protein 1 (PD-1) inhibitors in the year following regulatory approval. This real-world cohort had shorter overall survival (OS) indexed to PD-1 inhibitor initiation than reported in clinical trials. Late-line treatment did not influence OS, and patients aged >75 at immunotherapy initiation did not have worse outcomes than younger patients. As new therapies enter clinical practice, real-world data can complement clinical trial evidence providing information on generalizability and helping inform clinical treatment decisions.


Subject(s)
Carcinoma, Non-Small-Cell Lung/drug therapy , Lung Neoplasms/drug therapy , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Non-Small-Cell Lung/pathology , Female , Humans , Lung Neoplasms/pathology , Male , Middle Aged , Neoplasm Metastasis , Survival Analysis , United States
3.
Nat Methods ; 7(6): 422-3, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20521368

ABSTRACT

Applying technology developed for next-generation DNA sequencing to study translation, researchers watch individual ribosomes string together amino acids in real time.

6.
Nat Methods ; 8(6): 452, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21774114
7.
Nat Methods ; 8(8): 615, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21916033
8.
Nat Methods ; 7(12): 952, 2010 Dec.
Article in English | MEDLINE | ID: mdl-21166074
9.
Nat Methods ; 7(8): 584, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20704019
11.
J Biol Chem ; 284(4): 1962-70, 2009 Jan 23.
Article in English | MEDLINE | ID: mdl-19015264

ABSTRACT

Bacteriophage N4 mini-virion RNA polymerase (mini-vRNAP), the 1106-amino acid transcriptionally active domain of vRNAP, recognizes single-stranded DNA template-containing promoters composed of conserved sequences and a 3-base loop-5-base pair stem hairpin structure. The major promoter recognition determinants are a purine located at the center of the hairpin loop (-11G) and a base at the hairpin stem (-8G). Mini-vRNAP is an evolutionarily highly diverged member of the T7 family of RNAPs. A two-plasmid system was developed to measure the in vivo activity of mutant mini-vRNAP enzymes. Five mini-vRNAP derivatives, each containing a pair of cysteine residues separated by approximately 100 amino acids and single cysteine-containing enzymes, were generated. These reagents were used to determine the smallest catalytically active polypeptide and to map promoter, substrate, and RNA-DNA hybrid contact sites to single amino acid residues in the enzyme by using end-labeled 5-iododeoxyuridine- and azidophenacyl-substituted oligonucleotides, cross-linkable derivatives of the initiating nucleotide, and RNA products with 5-iodouridine incorporated at specific positions. Localization of functionally important amino acid residues in the recently determined crystal structures of apomini-vRNAP and the mini-vRNAP-promoter complex and comparison with the crystal structures of the T7 RNAP initiation and elongation complexes allowed us to predict major rearrangements in mini-vRNAP in the transition from transcription initiation to elongation similar to those observed in T7 RNAP, a task otherwise precluded by the lack of sequence homology between N4 mini-vRNAP and T7 RNAP.


Subject(s)
Bacteriophage N4/enzymology , DNA-Directed RNA Polymerases/metabolism , Nucleic Acids/metabolism , Transcription, Genetic/genetics , Virion/metabolism , Bacteriophage N4/genetics , Catalytic Domain , DNA/metabolism , DNA-Directed RNA Polymerases/genetics , Genes, Reporter/genetics , Mutation/genetics , Nucleic Acids/genetics , Peptides/metabolism , Phosphorylation , Promoter Regions, Genetic/genetics , Protein Binding , RNA/metabolism
12.
J Mol Biol ; 378(3): 726-36, 2008 May 02.
Article in English | MEDLINE | ID: mdl-18374942

ABSTRACT

Bacteriophage N4 encapsidates a 3500-aa-long DNA-dependent RNA polymerase (vRNAP), which is injected into the host along with the N4 genome upon infection. The three-dimensional structures of wild-type and mutant N4 viruses lacking gp17, gp50, or gp65 were determined by cryoelectron microscopy. The virion has an icosahedral capsid with T=9 quasi-symmetry that encapsidates well-organized double-stranded DNA and vRNAP. The tail, attached at a unique pentameric vertex of the head, consists of a neck, 12 appendages, and six ribbons that constitute a non-contractile sheath around a central tail tube. Comparison of wild-type and mutant virus structures in conjunction with bioinformatics established the identity and virion locations of the major capsid protein (gp56), a decorating protein (gp17), the vRNAP (gp50), the tail sheath (gp65), the appendages (gp66), and the portal protein (gp59). The N4 virion organization provides insight into its assembly and suggests a mechanism for genome and vRNAP transport strategies utilized by this unique system.


Subject(s)
Bacteriophage N4/ultrastructure , DNA, Viral/metabolism , DNA-Directed RNA Polymerases/metabolism , Viral Proteins/metabolism , Bacteriophage N4/enzymology , Bacteriophage N4/metabolism , Cryoelectron Microscopy , DNA, Viral/ultrastructure , Protein Transport
13.
Nat Methods ; 4(2): 112-3, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17326270

ABSTRACT

A quantitative high-throughput FRET-based method of screening fluorescent protein fusion libraries brings the promise of more detailed interactome maps.


Subject(s)
Fluorescence Resonance Energy Transfer/methods , Protein Interaction Mapping/methods , Animals , Peptide Library , Protein Binding , Protein Structure, Tertiary , Proteins/chemistry , Proteins/metabolism
14.
Nat Methods ; 4(5): 382-3, 2007 May.
Article in English | MEDLINE | ID: mdl-17514790

ABSTRACT

Using a directed evolution approach, researchers demonstrate a way of creating 'designer' receptors that are specifically activated by a ligand with no other biological activity in the cell.


Subject(s)
Receptors, G-Protein-Coupled/genetics , Animals , Cell Line, Transformed , Clozapine/analogs & derivatives , Clozapine/metabolism , Directed Molecular Evolution , Humans , Neurons/metabolism , Rats , Receptor, Muscarinic M3/metabolism
15.
Nat Methods ; 3(11): 872-3, 2006 Nov.
Article in English | MEDLINE | ID: mdl-17124730
16.
Nat Methods ; 3(9): 662-3, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16967552

ABSTRACT

Adding quantum dots to a repertoire of conventional fluorochromes allows researchers to extend the power of fluorescence immunophenotyping.


Subject(s)
Microscopy, Fluorescence , Nanotechnology , Quantum Dots , Animals , Fluorescent Antibody Technique , Fluorescent Dyes , Fluoroimmunoassay , Humans , Immunophenotyping
17.
Nat Methods ; 3(4): 240-1, 2006 Apr.
Article in English | MEDLINE | ID: mdl-16578928

ABSTRACT

With the goal of using the ciliate Tetrahymena thermophila for biotechnology applications-as a heterologous protein expression system-researchers have identified a copper-inducible and repressible promoter.


Subject(s)
Copper/metabolism , Genetic Techniques , Promoter Regions, Genetic , Protozoan Proteins/genetics , Tetrahymena thermophila/genetics , Animals , Biotechnology , Gene Expression Regulation , Protozoan Proteins/metabolism , Tetrahymena thermophila/metabolism
18.
Nat Methods ; 3(6): 419, 2006 Jun.
Article in English | MEDLINE | ID: mdl-16770866

ABSTRACT

Two powerful technologies enabled studies of chromatin that revealed features potentially responsible for the pluripotency of embryonic stem cells (ESCs).


Subject(s)
Chromatin Immunoprecipitation/methods , Chromatin/genetics , Chromosome Mapping/methods , DNA/genetics , Histones/genetics , Pluripotent Stem Cells/metabolism , Pluripotent Stem Cells/ultrastructure , Animals , Humans
19.
Nat Methods ; 2(11): 808, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16281357

ABSTRACT

A strategy for labeling cell-surface proteins in living cells with small-molecule fluorophores allowed scientists to study receptor trafficking by single-cell FRET imaging in real time.


Subject(s)
Fluorescence Resonance Energy Transfer , Membrane Proteins/chemistry , Membrane Proteins/metabolism , Staining and Labeling/methods , Carrier Proteins/metabolism , Fluorescent Dyes/analysis , Membrane Proteins/analysis , Protein Transport , Receptors, Transferrin/metabolism
20.
Nat Methods ; 2(9): 644, 2005 Sep.
Article in English | MEDLINE | ID: mdl-16184668

ABSTRACT

An oligomerization-dependent system comprising two fragments of green fluorescent protein (GFP) fused to engineered zinc fingers could be a means to detect virtually any double-stranded DNA sequence.


Subject(s)
DNA Mutational Analysis/methods , Green Fluorescent Proteins/analysis , Green Fluorescent Proteins/genetics , Microscopy, Fluorescence/methods , Recombinant Fusion Proteins/genetics , Sequence Analysis, DNA/methods , Recombinant Fusion Proteins/analysis , Zinc Fingers/genetics
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