DNA-sequencing of baseline plasma from the phase III Alliance A031201 trial
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PROVIDER: PRJNA986279 | ENA |
REPOSITORIES: ENA
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Project description:DNA-sequencing of baseline plasma from the phase III Alliance A031201 trial
| PRJNA986278 | ENA
Project description:Proteogenomic analysis of CALGB40601 (ALLIANCE) a neoadjuvant phase III HER2-positive breast cancer trial
| PRJNA1083656 | ENA
Project description:Proteogenomic analysis of CALGB40601 (ALLIANCE) a neoadjuvant phase III HER2-positive breast cancer trial
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Project description:Claret2009 - Predicting phase III overall survival in colorectal cancer
This model is described in the article:
Model-based prediction of
phase III overall survival in colorectal cancer on the basis of
phase II tumor dynamics.
Claret L, Girard P, Hoff PM, Van
Cutsem E, Zuideveld KP, Jorga K, Fagerberg J, Bruno R.
J. Clin. Oncol. 2009 Sep; 27(25):
4103-4108
Abstract:
PURPOSE: We developed a drug-disease simulation model to
predict antitumor response and overall survival in phase III
studies from longitudinal tumor size data in phase II trials.
METHODS: We developed a longitudinal exposure-response
tumor-growth inhibition (TGI) model of drug effect (and
resistance) using phase II data of capecitabine (n = 34) and
historical phase III data of fluorouracil (FU; n = 252) in
colorectal cancer (CRC); and we developed a parametric survival
model that related change in tumor size and patient
characteristics to survival time using historical phase III
data (n = 245). The models were validated in simulation of
antitumor response and survival in an independent phase III
study (n = 1,000 replicates) of capecitabine versus FU in CRC.
RESULTS: The TGI model provided a good fit of longitudinal
tumor size data. A lognormal distribution best described the
survival time, and baseline tumor size and change in tumor size
from baseline at week 7 were predictors (P < .00001).
Predicted change of tumor size and survival time distributions
in the phase III study for both capecitabine and FU were
consistent with observed values, for example, 431 days (90%
prediction interval, 362 to 514 days) versus 401 days observed
for survival in the capecitabine arm. A modest survival
improvement of 39 days (90% prediction interval, -21 to 110
days) versus 35 days observed was predicted for capecitabine.
CONCLUSION: The modeling framework successfully predicted
survival in a phase III trial on the basis of capecitabine
phase II data in CRC. It is a useful tool to support
end-of-phase II decisions and design of phase III studies.
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2017-08-31 | MODEL1708310001 | BioModels
Project description:In MTN-007, a phase 1, randomized, double-blinded rectal microbicide trial, we used systems genomics/proteomics to determine the effect of tenofovir 1% gel, nonoxynol-9 2% gel, placebo gel or no treatment on rectal biopsies taken at baseline, after one application or after seven daily applications (15 subjects/arm). Experiments were repeated using primary vaginal epithelial cells from four healthy women. 192 Arrays (8 donors per treatment group, 2 biopsy sites per donor (9cm and 15 cm), biopsies taken at baseline, after a single application, and after 7 daily applications)
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Project description:Objective: Systemic lupus erythematosus (SLE) has substantial unmet medical need and its pathogenesis is incompletely understood. This study characterized baseline gene expression and pharmacodynamic (PD)-induced changes in whole blood gene expression from two phase III, 52-week (W), randomized, placebo-controlled, double-blind studies of 1,760 SLE patients treated with the B cell activating factor (BAFF)-blocking IgG4 monoclonal antibody, tabalumab. Methods: Patient samples were obtained from ILLUMINATE-1 and -2 while control samples were from healthy donors. Blood was collected in TempusTM tubes at baseline, W16 and W52. RNA was analyzed using the Affymetrix Human Transcriptome Array 2.0 and NanoStringTM. Results: At baseline there was elevation of interferon responsive genes (IRG) in patients compared to controls, with 75% positive for this IRG signature. There was, however, substantial heterogeneity of IRG expression and complex relationships among gene networks. The interferon signature was a predictor of future time to flare, independent of anti-double stranded DNA antibody (dsDNA), C3 and C4 levels, and overall disease activity. PD changes in gene expression following tabalumab treatment were extensive, occurring predominantly in B cell-related and immunoglobulin (Ig) genes, and were consistent with other PD-induced changes including dsDNA, C3, and Ig levels. Conclusions: SLE patients demonstrated elevated expression of an IRG signature, detected in 75% of the patients at baseline in ILLUMINATE-1 and -2. There was substantial heterogeneity of gene expression detected among individual patients and in gene networks. The interferon signature was an independent risk factor for future flares. PD changes in gene expression were consistent with the mechanism of BAFF blockade by tabalumab.
2016-10-25 | GSE88886 | GEO
Project description:Objective: Systemic lupus erythematosus (SLE) has substantial unmet medical need and its pathogenesis is incompletely understood. This study characterized baseline gene expression and pharmacodynamic (PD)-induced changes in whole blood gene expression from two phase III, 52-week (W), randomized, placebo-controlled, double-blind studies of 1,760 SLE patients treated with the B cell activating factor (BAFF)-blocking IgG4 monoclonal antibody, tabalumab. Methods: Patient samples were obtained from ILLUMINATE-1 and -2 while control samples were from healthy donors. Blood was collected in TempusTM tubes at baseline, W16 and W52. RNA was analyzed using the Affymetrix Human Transcriptome Array 2.0 and NanoStringTM. Results: At baseline there was elevation of interferon responsive genes (IRG) in patients compared to controls, with 75% positive for this IRG signature. There was, however, substantial heterogeneity of IRG expression and complex relationships among gene networks. The interferon signature was a predictor of future time to flare, independent of anti-double stranded DNA antibody (dsDNA), C3 and C4 levels, and overall disease activity. PD changes in gene expression following tabalumab treatment were extensive, occurring predominantly in B cell-related and immunoglobulin (Ig) genes, and were consistent with other PD-induced changes including dsDNA, C3, and Ig levels. Conclusions: SLE patients demonstrated elevated expression of an IRG signature, detected in 75% of the patients at baseline in ILLUMINATE-1 and -2. There was substantial heterogeneity of gene expression detected among individual patients and in gene networks. The interferon signature was an independent risk factor for future flares. PD changes in gene expression were consistent with the mechanism of BAFF blockade by tabalumab.
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2015-02-23 | GSE57025 | GEO
Project description:Autologous hematopoietic stem cell transplantation (ASCT) improves survival in multiple myeloma (MM). However, up to 30% of MM patients are unable to collect optimal numbers of peripheral blood (PB) CD34+ hematopoietic stem and progenitor cells (HSPCs) with standard G-CSF mobilization. Motixafortide is a novel cyclic-peptide CXCR4 inhibitor with extended receptor occupancy and enhanced in-vivo activity. The GENESIS Trial is a prospective, phase III, double-blind, placebo-controlled, international, multicenter, superiority trial with 122 adult patients randomized (2:1) to motixafortide+G-CSF or placebo+G-CSF for HSPC mobilization for ASCT in MM (NCT03246529). The primary endpoint of the study was met, with motixafortide+G-CSF enabling 92.5% of patients to collect ≥6x106 CD34+ cells/kg within 2 apheresis procedures versus 26.2% with placebo+G-CSF (p<0.0001). A key, prespecified secondary endpoint was also met, with motixafortide+G-CSF enabling 88.8% of patients to collect ≥6x106 CD34+ cells/kg in 1 apheresis versus 9.5% with placebo+G-CSF (p<0.0001). Motixafortide+G-CSF was safe and well-tolerated, with the most common treatment-emergent adverse events observed being transient, Grade 1/2 injection site reactions (pain: 50%, erythema: 27.5%, pruritis: 21.3%). In addition, extended immunophenotyping and single-cell transcriptional profiling were performed on CD34+ HSPCs mobilized on the GENESIS Trial, as well as a contemporaneous MM cohort undergoing plerixafor+G-CSF mobilization for ASCT and 3 cohorts of allogeneic HSPC donors undergoing single-agent mobilization with motixafortide, plerixafor or G-CSF alone. Motixafortide+G-CSF resulted in a 10.5-fold increase in primitive HSPCs collected versus placebo+G-CSF (p<0.0001); and significantly greater numbers of early stem and progenitors versus both placebo+G-CSF (p<0.0001) and plerixafor+G-CSF (p=0.0327). Motixafortide also preferentially mobilized HSPC subsets with upregulated gene expression pathways associated with enhanced self-renewal, regeneration and quiescence (EGF, NFB/TNF and HBO1). In conclusion, motixafortide+G-CSF mobilized significantly greater CD34+ HSPC numbers within 2 apheresis procedures versus placebo+G-CSF. Motixafortide also preferentially mobilized primitive stem and early progenitor cells with unique transcriptional profiles versus plerixafor and G-CSF.
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