28 results on '"Xiaoju Max Ma"'
Search Results
2. Table S2 from Disease Monitoring Using Post-induction Circulating Tumor DNA Analysis Following First-Line Therapy in Patients with Metastatic Colorectal Cancer
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John F. Palma, Stephanie J. Yaung, Lijing Yao, Nalin Tikoo, Nicolas Sommer, Richard Price, Alan Nicholas, Christoph Mancao, Alex Lovejoy, John J. Lee, Christine Ju, Herbert I. Hurwitz, Johanna C. Bendell, and Xiaoju Max Ma
- Abstract
Supplementary Table 2
- Published
- 2023
3. Data from Disease Monitoring Using Post-induction Circulating Tumor DNA Analysis Following First-Line Therapy in Patients with Metastatic Colorectal Cancer
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John F. Palma, Stephanie J. Yaung, Lijing Yao, Nalin Tikoo, Nicolas Sommer, Richard Price, Alan Nicholas, Christoph Mancao, Alex Lovejoy, John J. Lee, Christine Ju, Herbert I. Hurwitz, Johanna C. Bendell, and Xiaoju Max Ma
- Abstract
Purpose:We assessed plasma circulating tumor DNA (ctDNA) level as a prognostic marker for progression-free survival (PFS) following first-line metastatic colorectal cancer (mCRC) therapy.Experimental Design:The Sequencing Triplet With Avastin and Maintenance (STEAM) was a randomized, phase II trial investigating efficacy of bevacizumab (BEV) plus 5-fluorouracil/leucovorin/oxaliplatin (FOLFOX) and 5-fluorouracil/leucovorin/irinotecan (FOLFIRI), administered concurrently or sequentially, versus FOLFOX-BEV in first-line mCRC. Evaluation of biomarkers associated with treatment outcomes was an exploratory endpoint. Patients in the biomarker-evaluable population (BEP) had 1 tissue sample, 1 pre-induction plasma sample, and 1 post-induction plasma sample collected ≤60 days of induction from last drug date.Results:Among the 280 patients enrolled in STEAM, 183 had sequenced and evaluable tumor tissue, 118 had matched pre-induction plasma, and 54 (BEP) had ctDNA-evaluable sequencing data for pre- and post-induction plasma. The most common somatic variants in tumor tissue and pre-induction plasma were TP53, APC, and KRAS. Patients with lower-than-median versus higher-than-median post-induction mean allele fraction (mAF) levels had longer median PFS (17.7 vs. 7.5 months, HR, 0.33; 95% confidence interval, 0.17–0.63). Higher levels of post-induction mAF and post-induction mean mutant molecules per milliliter (mMMPM), and changes in ctDNA (stratified by a 10-fold or 100-fold reduction in mAF between pre- and post-induction plasma), were associated with shorter PFS. Post-induction mAF and mMMPM generally correlated with each other (ρ = 0.987, P < 0.0001).Conclusions:ctDNA quantification in post-induction plasma may serve as a prognostic biomarker for mCRC post-treatment outcomes.
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- 2023
4. Circulating tumor DNA as a therapy response marker in metastatic colorectal cancer
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Xiaoju Max Ma and Stephanie J. Yaung
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Cancer Research ,Oncology - Published
- 2022
5. Early Assessment of Chemotherapy Response in Advanced Non-Small Cell Lung Cancer with Circulating Tumor DNA
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Stephanie J. Yaung, Corinna Woestmann, Christine Ju, Xiaoju Max Ma, Sandeep Gattam, Yiyong Zhou, Liu Xi, Subrata Pal, Aarthi Balasubramanyam, Nalin Tikoo, Claus Peter Heussel, Michael Thomas, Mark Kriegsmann, Michael Meister, Marc A. Schneider, Felix J. Herth, Birgit Wehnl, Maximilian Diehn, Ash A. Alizadeh, John F. Palma, and Thomas Muley
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Cancer Research ,Oncology ,ctDNA ,NSCLC ,chemotherapy ,NGS ,early molecular response - Abstract
Monitoring treatment efficacy early during therapy could enable a change in treatment to improve patient outcomes. We report an early assessment of response to treatment in advanced NSCLC using a plasma-only strategy to measure changes in ctDNA levels after one cycle of chemotherapy. Plasma samples were collected from 92 patients with Stage IIIB-IV NSCLC treated with first-line chemo- or chemoradiation therapies in an observational, prospective study. Retrospective ctDNA analysis was performed using next-generation sequencing with a targeted 198-kb panel designed for lung cancer surveillance and monitoring. We assessed whether changes in ctDNA levels after one or two cycles of treatment were associated with clinical outcomes. Subjects with ≤50% decrease in ctDNA level after one cycle of chemotherapy had a lower 6-month progression-free survival rate (33% vs. 58%, HR 2.3, 95% CI 1.2 to 4.2, log-rank p = 0.009) and a lower 12-month overall survival rate (25% vs. 70%, HR 4.3, 95% CI 2.2 to 9.7, log-rank p < 0.001). Subjects with ≤50% decrease in ctDNA level after two cycles of chemotherapy also had shorter survival. Using non-invasive liquid biopsies to measure early changes in ctDNA levels in response to chemotherapy may help identify non-responders before standard-of-care imaging in advanced NSCLC.
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- 2022
6. Disease Monitoring Using Post-induction Circulating Tumor DNA Analysis Following First-Line Therapy in Patients with Metastatic Colorectal Cancer
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Richard Price, Christine Ju, Johanna C. Bendell, Herbert Hurwitz, Xiaoju Max Ma, John Lee, Nalin Tikoo, Christoph Mancao, Lijing Yao, Alex Lovejoy, Alan Nicholas, Stephanie J. Yaung, John F. Palma, and Nicolas Sommer
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Adult ,Male ,0301 basic medicine ,Oncology ,Cancer Research ,medicine.medical_specialty ,Bevacizumab ,Colon ,Colorectal cancer ,Population ,Kaplan-Meier Estimate ,medicine.disease_cause ,Circulating Tumor DNA ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,FOLFOX ,Internal medicine ,Antineoplastic Combined Chemotherapy Protocols ,Biomarkers, Tumor ,medicine ,Humans ,Intestinal Mucosa ,education ,Aged ,Neoplasm Staging ,education.field_of_study ,business.industry ,Rectum ,Induction Chemotherapy ,Middle Aged ,Prognosis ,medicine.disease ,Progression-Free Survival ,digestive system diseases ,Oxaliplatin ,Irinotecan ,030104 developmental biology ,030220 oncology & carcinogenesis ,Mutation ,FOLFIRI ,Female ,KRAS ,Colorectal Neoplasms ,business ,Follow-Up Studies ,medicine.drug - Abstract
Purpose:We assessed plasma circulating tumor DNA (ctDNA) level as a prognostic marker for progression-free survival (PFS) following first-line metastatic colorectal cancer (mCRC) therapy.Experimental Design:The Sequencing Triplet With Avastin and Maintenance (STEAM) was a randomized, phase II trial investigating efficacy of bevacizumab (BEV) plus 5-fluorouracil/leucovorin/oxaliplatin (FOLFOX) and 5-fluorouracil/leucovorin/irinotecan (FOLFIRI), administered concurrently or sequentially, versus FOLFOX-BEV in first-line mCRC. Evaluation of biomarkers associated with treatment outcomes was an exploratory endpoint. Patients in the biomarker-evaluable population (BEP) had 1 tissue sample, 1 pre-induction plasma sample, and 1 post-induction plasma sample collected ≤60 days of induction from last drug date.Results:Among the 280 patients enrolled in STEAM, 183 had sequenced and evaluable tumor tissue, 118 had matched pre-induction plasma, and 54 (BEP) had ctDNA-evaluable sequencing data for pre- and post-induction plasma. The most common somatic variants in tumor tissue and pre-induction plasma were TP53, APC, and KRAS. Patients with lower-than-median versus higher-than-median post-induction mean allele fraction (mAF) levels had longer median PFS (17.7 vs. 7.5 months, HR, 0.33; 95% confidence interval, 0.17–0.63). Higher levels of post-induction mAF and post-induction mean mutant molecules per milliliter (mMMPM), and changes in ctDNA (stratified by a 10-fold or 100-fold reduction in mAF between pre- and post-induction plasma), were associated with shorter PFS. Post-induction mAF and mMMPM generally correlated with each other (ρ = 0.987, P < 0.0001).Conclusions:ctDNA quantification in post-induction plasma may serve as a prognostic biomarker for mCRC post-treatment outcomes.
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- 2020
7. P2.03-25 Assessing the Impact of Clonal Hematopoiesis in Disease Monitoring Using Targeted Cell-Free DNA (cfDNA) Sequencing Technology
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Fjf Herth, Liu Xi, Xiaoju Max Ma, F. Casey, B. Hinzmann, Thomas Muley, Birgit Wehnl, C.P. Heussel, Stephanie J. Yaung, Corinna Woestmann, Christine Ju, John F. Palma, Mike Thomas, and Daniel M. Klass
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Pulmonary and Respiratory Medicine ,Oncology ,Cell-free fetal DNA ,business.industry ,Clonal hematopoiesis ,Cancer research ,Medicine ,Disease monitoring ,business - Published
- 2019
8. Mutational profiling of tumour tissue and sequential plasma illustrates emergent clones during treatment in late stage small cell lung cancer (SCLC)
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Birgit Wehnl, Xiaoju Max Ma, Corinna Woestmann, Liu Xi, Michael Thomas, Marc A Schneider, Stephanie J. Yaung, Fjf Herth, John F. Palma, T Muley, B. Hinzmann, Michael Meister, Christine Ju, and Felix Lasitschka
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0301 basic medicine ,Oncology ,medicine.medical_specialty ,business.industry ,medicine.medical_treatment ,Late stage ,Hematology ,Tp53 mutation ,Chemotherapy regimen ,Radiation therapy ,03 medical and health sciences ,Tumour tissue ,030104 developmental biology ,0302 clinical medicine ,Cell-free fetal DNA ,030220 oncology & carcinogenesis ,Internal medicine ,medicine ,Non small cell ,business ,Blood drawing - Abstract
Background SCLC is an aggressive disease with poor prognosis. Despite initial response to chemotherapy and radiotherapy, relapse occurs in most cases. To characterize genomic changes in SCLC over the course of therapy, we explored tracking tumor mutations in cell-free DNA (cfDNA) across post-treatment blood draws and comparing them to pre-treatment plasma and tissue profiles. Methods We retrospectively evaluated 235 samples collected from 24 subjects with late stage SCLC treated with first-line chemotherapy or chemoradiation in a prospective observational study. Tumor tissue samples were analyzed with the AVENIO Tumor Tissue Surveillance Kit (For Research Use Only, not for use in diagnostic procedures), a 198-kb next-generation sequencing panel covering 197 cancer genes. Matched peripheral blood mononuclear cells (PBMC), pre-treatment plasma, and multiple plasma from post-treatment timepoints were analyzed with the same panel using the AVENIO ctDNA Surveillance Kit (For Research Use Only, not for use in diagnostic procedures). A median input amount of 29 ng cfDNA, 129 ng tumor tissue DNA, and 50 ng PBMC DNA were sequenced to median deduplicated depths of 4491, 1315, and 6512, respectively. Somatic single nucleotide variants (SNVs) in tissue and plasma were identified by removing PBMC-matched germline or clonal hematopoietic mutations. Results We detected a median of 4 SNVs in tissue samples and a median of 100% (range 66 - 100%) of tissue SNVs in matched pre-treatment plasma. 96% (23/24) of subjects had at least one shared SNV between tissue and plasma, most commonly a TP53 mutation. A median of 7 SNVs were detected in pre-treatment plasma, whereas across all available post-treatment plasma (range 2 - 20 time points per subject), a median of 4 SNVs were detected. 53% of these mutations were not present in pre-treatment plasma or tissue. Conclusions Somatic mutations found in pre-treatment plasma were concordant with matched tissue, consistent with the highly metastatic nature of SCLC. ctDNA sequencing can provide additional molecular insights; in particular, detecting emergent mutations in ctDNA during treatment could advance our knowledge of SCLC. Legal entity responsible for the study Roche Sequencing Solutions, Inc. Funding Roche Sequencing Solutions, Inc. Disclosure S. Yaung: Full / Part-time employment: Roche. C. Woestmann: Full / Part-time employment: Roche. L. Xi: Full / Part-time employment: Roche. C. Ju: Full / Part-time employment: Roche. B. Hinzmann: Shareholder / Stockholder / Stock options, Full / Part-time employment: Roche. M. Thomas: Honoraria (institution), Advisory / Consultancy, Research grant / Funding (institution), Travel / Accommodation / Expenses: Roche. F. Lasitschka: Research grant / Funding (institution): Roche. M. Meister: Research grant / Funding (institution): Roche. M. Schneider: Research grant / Funding (institution): Roche. F.J.F. Herth: Honoraria (institution): Roche. T. Muley: Research grant / Funding (institution), Licensing / Royalties: Roche. B. Wehnl: Full / Part-time employment: Roche. J. Palma: Shareholder / Stockholder / Stock options, Full / Part-time employment: Roche. X.M. Ma: Shareholder / Stockholder / Stock options, Licensing / Royalties, Full / Part-time employment: Roche.
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- 2019
9. P1.01-34 Early Assessment of Therapy Response in Non-Small Cell Lung Cancer (NSCLC) via Longitudinal ctDNA Analysis
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Felix Lasitschka, Liu Xi, Fjf Herth, Thomas Muley, Birgit Wehnl, B. Hinzmann, Michael Meister, Xiaoju Max Ma, Corinna Woestmann, John F. Palma, C.P. Heussel, Christine Ju, Marc A Schneider, Stephanie J. Yaung, and Mike Thomas
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Pulmonary and Respiratory Medicine ,Oncology ,medicine.medical_specialty ,Therapy response ,business.industry ,Internal medicine ,medicine ,non-small cell lung cancer (NSCLC) ,medicine.disease ,business - Published
- 2019
10. Abstract 4252: Detecting microsatellite instability in ffpe tissue from crc subjects using next generation sequencing
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Ashla Singh, Hao Wang, Sean Chien, Amrita Pati, Alex Lovejoy, Vera Rapoport, Seng Lor Saelee, Xiaoju Max Ma, Hamid Mirebrahim, John Lee, Daniel M. Klass, Fergal Casey, Joshua P Lefkowitz, and Hans-Peter Adams
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Oncology ,Cancer Research ,medicine.medical_specialty ,business.industry ,Concordance ,medicine.medical_treatment ,Microsatellite instability ,Cancer ,medicine.disease ,digestive system diseases ,DNA sequencing ,Targeted therapy ,Internal medicine ,Genotype ,Medicine ,Cancer biomarkers ,DNA mismatch repair ,business ,neoplasms - Abstract
Background Microsatellite instability (MSI) is a hypermutable phenotype resulting from DNA mismatch repair deficiency and is observed in up to 10-15% of early-stage colorectal cancers (CRC). It manifests as abnormal lengthening or shortening of DNA repeats at specific genomic loci. MSI-High (MSI-H) CRC patients have been shown to respond favorably towards both chemotherapy and immunotherapy and have different prognosis than MSS patients and the FDA has approved Pembrolizumab as the first cancer therapy based on a class of biomarkers rather than a cancer type. With increasing options for targeted therapy in solid tumors, being able to combine MSI testing with other cancer biomarkers for approved therapies is beneficial. We show proof of concept of a pan-cancer gene panel using an NGS-based assay and bioinformatics workflow that enables classification of MSI status along with detection of SNVs, fusions, indels and CNVs from tumor tissue samples. Unlike the gold standard PCR-based test, our method does not require a matched normal sample, thus enabling MSI detection based on tumor tissue alone. Methods Our workflow combines whole genome library preparation, hybrid capture target enrichment, high-throughput sequencing and a proprietary analysis algorithm. We expanded the number of genomic loci to improve the sensitivity of MSI detection. The analysis algorithm was trained using DNA from pure and mixed cell lines, tumor tissue and normal samples with known MSI status to classify the molecular alterations between MSI-H and MSS genotypes from sequencing reads. The algorithm leverages repeat lengths in homopolymeric MSI loci in order to predict instability of individual loci followed by aggregation using a statistical framework to make the final call on MSI status. Results The above algorithm was evaluated on a cohort of 134 stage II and stage III CRC subjects who underwent curative intent surgery. MSI status for these samples was orthogonally tested using a PCR-based MSI Analysis System (31 positives, 103 negatives) and a dMMR system. Using a pre-determined threshold, the algorithm yielded 100% sensitivity and 100% specificity on the above cohort without using matched normal tissue. A second cohort evaluated includes 47 CRC patients that are enriched for MSI positive status by virtue of their selection criteria (BRAF positive). Very high concordance on MSI status with an orthogonal method was observed. Data demonstrating high concordance with a PCR_based MSI system will be available at the presentation. Conclusions Here we present an NGS-based assay and bioinformatics workflow with robust analytical performance for MSI detection in FFPE tissue samples without a paired normal. Citation Format: Amrita Pati, Hao Wang, Hamid Mirebrahim, Seng Saelee, Joshua Lefkowitz, Sean Chien, Ashla Singh, Fergal Casey, Vera Rapoport, Xiaoju Max Ma, John Lee, Alex Lovejoy, Daniel Klass, Hans-Peter Adams. Detecting microsatellite instability in ffpe tissue from crc subjects using next generation sequencing [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 4252.
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- 2019
11. Early assessment of therapy response in non-small cell lung cancer (NSCLC) via longitudinal ctDNA analysis
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Stephanie J. Yaung, Birgit Wehnl, Michael Meister, Felix Lasitschka, Christine Ju, Liu Xi, B. Hinzmann, Felix J.F. Herth, Claus Peter Heussel, Thomas Muley, Xiaoju Max Ma, Corinna Woestmann, John F. Palma, Michael Thomas, and Marc A. Schneider
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0301 basic medicine ,Oncology ,Cancer Research ,medicine.medical_specialty ,business.industry ,non-small cell lung cancer (NSCLC) ,medicine.disease ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,Therapy response ,030220 oncology & carcinogenesis ,Internal medicine ,medicine ,Observational study ,business ,Lung cancer - Abstract
e20701 Background: Quantifying circulating tumor DNA (ctDNA) is an emerging method to non-invasively assess treatment effect for solid tumors. Despite disease heterogeneity in NSCLC, we set out to identify a broadly applicable ctDNA-based method for disease monitoring. By employing plasma taken during early treatment cycles, we tested whether early response assessed by ctDNA level could predict treatment effect. Methods: Using a 197-gene NGS assay, the AVENIO ctDNA Surveillance Kit (For Research Use Only, not for use in diagnostic procedures), we measured ctDNA levels in post-treatment plasma samples based on variants identified at baseline. We used samples from an observational German Lung Cancer Multi-Marker Study. In a cohort of 83 stage IV lung adenocarcinoma treated with first-line chemo or chemoradiation therapies, we evaluated the association between survival and ctDNA levels in the first available post-treatment plasma sample (median number of days after start of treatment = 23). We used a ctDNA-based monitoring algorithm, and applied it to an independent set of 22 late stage lung squamous cell carcinoma (SCC) that also underwent chemo or chemoradiation therapies to further evaluate the algorithm in different histology subtypes. Results: We divided the 83 adenocarcinoma cohort into training (n = 53) and test (n = 30) sets. We found that subjects with longer progression free survival (PFS) had mean allele fraction (AF) < 1% in the training set. We applied the classifier to our validation set and found that subjects with mean AF < 1% had longer PFS (HR 0.35; 95% CI 0.12 - 0.93; log-rank P = 0.028) and overall survival (OS) (HR 0.29; 95% CI 0.09 - 0.89; log-rank P = 0.021). Using cutoffs identified in adenocarcinoma, we applied the same algorithms to the SCC cohort. Subjects with mean AF < 1% had longer PFS (HR 0.26; 95% CI 0.10 - 0.71; log-rank P = 0.005) and OS (HR 0.12; 95% CI 0.05 - 0.51; log-rank P = 0.001). Conclusions: Even in heterogeneous diseases such as NSCLC, changes in ctDNA levels in response to treatment may prove to be a valuable way of identifying subjects who may not benefit, which is earlier than current standard of care methods like computed tomography (CT) scan. Future prospective studies to confirm these results are warranted.
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- 2019
12. Assessment of a highly curated somatic oncology mutation database to facilitate identification of clinically important variants in NGS results
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John F. Palma, Maximilian Schmid, Liu Xi, Xiaoju Max Ma, Stephanie J. Yaung, and Christine Ju
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Cancer Research ,Oncology ,Somatic cell ,business.industry ,Mutation database ,Profiling (information science) ,Medicine ,Computational biology ,business ,DNA sequencing - Abstract
e18086 Background: The increasing adoption of Next Generation Sequencing (NGS) in molecular profiling of cancer presents a growing need for streamlined interpretation of NGS results in clinical labs. This can be achieved through bioinformatics tools equipped with a highly-curated database on clinically important variants. Methods: We performed an initial assessment of an NGS result interpretation tool called NAVIFY Mutation Profiler (NMP), which enabled us to process a Variant Call Format (VCF) file and generate a report with consensus recommendations of NCCN, ASCO, CAP and ACMG. This annotation tool identifies pathogenic variants and variants of unknown clinical significance (VUS), and groups variants by AMP Tiers. At the time of this assessment, NMP contained curation for ~4,000 variants. In this study, we used NGS results from 38 anonymized clinical cases with known treatment regimens to retrospectively assess NMP as the variant interpretation tool. Our cohort contained lung cancer subjects treated with EGFR tyrosine kinase inhibitor (TKI) (5 cases), as well as subjects relapsed against EGFR TKI (1 case) or ALK TKI crizotinib (22 cases). We also included 10 control cases where standard of care chemo was used because initial diagnostic methods did not reveal any actionable targets. Results: NMP annotated NGS VCF data and generated a report within 10 minutes per case although some cases contained > 100 variants. NMP correctly associated EGFR TKI therapies options with the corresponding 5 cases. As expected, NMP did not recommend targeted therapies for the 10 chemo-treated control cases. For the subject relapsed against EGFR TKI, NMP correctly interpreted the complex EGFR mutation profile containing both activating (L858R) and drug-resistance (T790M) variants. In addition, out of 22 cases relapsed against ALK TKI crizotinib, NMP correctly marked 14 with crizotinib resistance when a known ALK variant conferring crizotinib resistance was detected. There was limited or no published clinical evidence to interpret the remaining 8 cases of ALK TKI resistance. Conclusions: NMP correctly interpreted cases containing EGFR and ALK variants in this study. With a highly-curated knowledge base, this tool simplifies NGS clinical reporting by identifying clinically actionable mutations and associating treatment options qualified by supporting clinical evidence.
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- 2019
13. Assessing the impact of clonal hematopoiesis in disease monitoring using targeted cell-free DNA (cfDNA) sequencing technology
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Christine Ju, B. Hinzmann, Thomas Muley, Birgit Wehnl, Felix J.F. Herth, Corinna Woestmann, Stephanie J. Yaung, Fergal Casey, John F. Palma, Claus Peter Heussel, Daniel M. Klass, Liu Xi, Xiaoju Max Ma, and Michael Thomas
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Cancer Research ,chemistry.chemical_compound ,Oncology ,Cell-free fetal DNA ,chemistry ,Somatic cell ,business.industry ,Clonal hematopoiesis ,Cancer research ,Medicine ,Disease monitoring ,business ,DNA - Abstract
e14530 Background: Somatic variants found in plasma cell-free DNA (cfDNA) may derive from either solid tumors or clonal hematopoiesis (CH). Little is known about how this may impact plasma-based longitudinal disease monitoring using targeted sequencing of circulating tumor DNA (ctDNA). Methods: To assess the potential impact of CH in disease monitoring, we evaluated monitoring algorithms by targeted sequencing with and without matched peripheral blood mononuclear cells (PBMC). Samples were collected from a prospective observational study, where 62 late stage lung adenocarcinoma subjects were treated with first-line chemo or chemoradiation therapy. Pre-treatment plasma cfDNA and matched PBMC were analyzed with the AVENIO ctDNA Surveillance Kit (For Research Use Only, not for use in diagnostic procedures), a sequencing panel of 198 kilobases targeting cancer genes. Median input amounts of 25 ng cfDNA and 50 ng PBMC DNA were sequenced to median deduplicated depths of 4582 and 6134, respectively. Results: A median of 120 single nucleotide variants were detected per cfDNA sample, with 93.1% of these identified in matched PBMC. Most PBMC-matched cfDNA variants were germline SNPs, with allele frequency (AF) ~ 50% or 100%. A median of 1 (range 0-5) PBMC-matched cfDNA variants per sample were detected with an AF < 10%, consistent with CH. The number of these variants was positively associated with age (p-value = 0.0039) and the most frequently mutated gene was TP53. The remaining somatic variants (i.e., in cfDNA and not PBMC) had an AF range 0.03-40.9%. These PBMC-informed variants (median of 7 per sample) were used in longitudinal monitoring in the first post-treatment plasma sample to assess early response to therapy. Association between ctDNA level and progression-free survival using the same monitoring algorithm yielded nearly identical results on somatic variants derived from filtering approaches independent of matched PBMC (HR 0.32; 95% CI 0.16 - 0.65; log-rank P = 0.0009) and the PBMC-informed method (HR 0.31; 95% CI 0.14 - 0.66; log-rank P = 0.0013). Conclusions: A targeted panel focused on solid tumors by design has limited impact from CH. For disease monitoring applications in a non-MRD setting, measuring multiple variants instead of a single variant further enables robust classifiers that can moderate the impact of variants, if any, from CH.
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- 2019
14. Phosphoproteomic Analysis Identifies Grb10 as an mTORC1 Substrate That Negatively Regulates Insulin Signaling
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Lewis C. Cantley, Neil Kubica, Steven P. Gygi, Sang-Oh Yoon, Xiaoju Max Ma, Gregory R. Hoffman, John Blenis, Judit Villén, Yonghao Yu, George Poulogiannis, and Qian Yang
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Multidisciplinary ,biology ,Phosphoproteomics ,mTORC1 ,mTORC2 ,Cell biology ,biology.protein ,Cancer research ,PTEN ,Phosphorylation ,biological phenomena, cell phenomena, and immunity ,Signal transduction ,Protein kinase A ,PI3K/AKT/mTOR pathway - Abstract
The evolutionarily conserved serine-threonine kinase mammalian target of rapamycin (mTOR) plays a critical role in regulating many pathophysiological processes. Functional characterization of the mTOR signaling pathways, however, has been hampered by the paucity of known substrates. We used large-scale quantitative phosphoproteomics experiments to define the signaling networks downstream of mTORC1 and mTORC2. Characterization of one mTORC1 substrate, the growth factor receptor-bound protein 10 (Grb10), showed that mTORC1-mediated phosphorylation stabilized Grb10, leading to feedback inhibition of the phosphatidylinositol 3-kinase (PI3K) and extracellular signal-regulated, mitogen-activated protein kinase (ERK-MAPK) pathways. Grb10 expression is frequently down-regulated in various cancers, and loss of Grb10 and loss of the well-established tumor suppressor phosphatase PTEN appear to be mutually exclusive events, suggesting that Grb10 might be a tumor suppressor regulated by mTORC1.
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- 2011
15. Ecological diversity indices as measurements of tumor heterogeneity correlates with clinical outcomes in late stage small cell lung cancer (SCLC)
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H.-P. Adams, Sylvie McNamara, Fjf Herth, Michael Thomas, Stephanie J. Yaung, Xiaoju Max Ma, B. Hinzmann, Felix Lasitschka, Corinna Woestmann, Sebastian Froehler, Thomas Muley, John F. Palma, Liu Xi, Michael Meister, Aarthi Balasubramanyam, Birgit Wehnl, Marc A. Schneider, Nalin Tikoo, and Christine Ju
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0301 basic medicine ,Oncology ,medicine.medical_specialty ,business.industry ,Late stage ,Hematology ,Tumor heterogeneity ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,030220 oncology & carcinogenesis ,Internal medicine ,medicine ,Ecosystem diversity ,Non small cell ,business - Published
- 2018
16. Mutation count, a potential surrogate for tumor mutation load, of circulating tumor DNA (ctDNA) using targeted panel sequencing correlates with clinical outcomes in late stage lung adenocarcinoma and small cell lung cancer
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Sebastian Fröhler, Corinna Woestmann, John F. Palma, Felix J.F. Herth, Thomas Muley, Xiaoju Max Ma, Liu Xi, Amrita Pati, Birgit Wehnl, B. Hinzmann, Stephanie J. Yaung, Aarthi Balasubramanyam, Hans-Peter Adams, Daniel M. Klass, Patrik Vitazka, Michael Thomas, Sylvie McNamara, Alexander F. Lovejoy, Christine Ju, and Nalin Tikoo
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Cancer Research ,Lung ,business.industry ,medicine.medical_treatment ,Late stage ,food and beverages ,Immunotherapy ,medicine.disease ,medicine.anatomical_structure ,Oncology ,Circulating tumor DNA ,Mutation (genetic algorithm) ,Cancer research ,Medicine ,Adenocarcinoma ,Biomarker (medicine) ,Non small cell ,business - Abstract
12045Background: Studies show that mutation count can be used as a biomarker to predict whether or not a patient may respond to immunotherapy or chemoradiation therapy. However, mutation count is u...
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- 2018
17. Longitudinal ctDNA analysis to enable early assessment of prognosis in lung adenocarcinoma in the absence of matched tissue biopsy
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Felix J.F. Herth, Xiaoju Max Ma, John F. Palma, Thomas Muley, Marc A. Schneider, Michael Meister, Liu Xi, Nalin Tikoo, Aarthi Balasubramanyam, Dan Klass, Yuqiu Jiang, Amrita Pati, Hans-Peter Adams, Felix Lasitschka, Birgit Wehnl, Christine Ju, Alexander F. Lovejoy, Owen Solberg, Stephanie J. Yaung, and Michael Thomas
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Cancer Research ,Pathology ,medicine.medical_specialty ,Lung ,medicine.anatomical_structure ,Oncology ,business.industry ,Medicine ,Adenocarcinoma ,business ,medicine.disease ,Tissue biopsy - Abstract
12077Background: Longitudinal ctDNA monitoring using variants identified in tissue biopsies is an emerging method for disease management. However, tissue biopsy is often inaccessible for many late ...
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- 2018
18. Early assessment of treatment effect in advanced lung adenocarcinoma via longitudinal ctDNA analysis
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Alexander F. Lovejoy, Christine Ju, Michael Meister, Hans-Peter Adams, Nalin Tikoo, Aarthi Balasubramanyam, Marc A. Schneider, Liu Xi, Yuqiu Jiang, Xiaoju Max Ma, Felix Lasitschka, Owen Solberg, Michael Thomas, Birgit Wehnl, Stephanie J. Yaung, Dan Klass, John F. Palma, Amrita Pati, Felix J.F. Herth, and Thomas Muley
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Oncology ,Cancer Research ,Chemotherapy ,medicine.medical_specialty ,Lung ,business.industry ,medicine.medical_treatment ,medicine.disease ,respiratory tract diseases ,medicine.anatomical_structure ,Internal medicine ,medicine ,Adenocarcinoma ,Treatment effect ,Lung cancer ,business - Abstract
12088Background: Despite routine use of chemotherapy in advanced non-small-cell lung cancer (NSCLC) patients, the knowledge of optimal prognostic methods is still limited to imaging-based methods. ...
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- 2018
19. Early assessment of therapy response in small cell lung cancer via longitudinal ctDNA analysis
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John F. Palma, Corinna Woestmann, Sylvie McNamara, Bernd Hinzmann, Sebastian Fröhler, Hans-Peter Adams, Mirjam Feldkamp, Sandra Siemann, Maria Lange, Anja Blüher, Stephanie Yaung, Liu Xi, Nalin Tikoo, Aarthi Balasubramanyam, Christine Ju, Amrita Pati, Birgit Wehnl, Thomas Muley, Xiaoju Max Ma, and Felix Herth
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Cancer Research ,Oncology - Published
- 2018
20. SKAR Links Pre-mRNA Splicing to mTOR/S6K1-Mediated Enhanced Translation Efficiency of Spliced mRNAs
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John Blenis, Celeste J. Richardson, Xiaoju Max Ma, Sang-Oh Yoon, and Kristina Jülich
- Subjects
Cytoplasm ,RNA Splicing ,PROTEIN ,P70-S6 Kinase 1 ,Biology ,General Biochemistry, Genetics and Molecular Biology ,Cell Line ,03 medical and health sciences ,Exon ,Protein biosynthesis ,Humans ,RNA, Messenger ,Nuclear Cap-Binding Protein Complex ,030304 developmental biology ,Cell Nucleus ,0303 health sciences ,Messenger RNA ,Biochemistry, Genetics and Molecular Biology(all) ,Ribosomal Protein S6 Kinases ,TOR Serine-Threonine Kinases ,030302 biochemistry & molecular biology ,Nuclear Proteins ,RNA-Binding Proteins ,Translation (biology) ,Exons ,Molecular biology ,mRNA surveillance ,Ribonucleoproteins ,SIGNALING ,Protein Biosynthesis ,Eukaryotic Initiation Factor-4A ,RNA splicing ,RNA ,Exon junction complex ,Protein Kinases - Abstract
SummaryDifferent protein complexes form on newly spliced mRNA to ensure the accuracy and efficiency of eukaryotic gene expression. For example, the exon junction complex (EJC) plays an important role in mRNA surveillance. The EJC also influences the first, or pioneer round of protein synthesis through a mechanism that is poorly understood. We show that the nutrient-, stress-, and energy-sensing checkpoint kinase, mTOR, contributes to the observed enhanced translation efficiency of spliced over nonspliced mRNAs. We demonstrate that, when activated, S6K1 is recruited to the newly synthesized mRNA by SKAR, which is deposited at the EJC during splicing, and that SKAR and S6K1 increase the translation efficiency of spliced mRNA. Thus, SKAR-mediated recruitment of activated S6K1 to newly processed mRNPs serves as a conduit between mTOR checkpoint signaling and the pioneer round of translation when cells exist in conditions supportive of protein synthesis.
- Published
- 2008
21. Exploiting selective BCL-2 family inhibitors to dissect cell survival dependencies and define improved strategies for cancer therapy
- Author
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Wayne J. Fairbrother, Deepak Sampath, Xiaoju Max Ma, Le Wang, Haichao Zhang, Paul Nimmer, Kedar S. Vaidya, Yu Xiao, Jacqueline M. Tarrant, Anatol Oleksijew, Saul H. Rosenberg, Peter Kovar, Nghi La, Kym N Lowes, Chris Tse, Darren C. Phillips, Dolores Diaz, Erwin R. Boghaert, Jun Chen, Lisa D. Belmont, Michael J. Mitten, Steven W. Elmore, Stephen K. Tahir, Michael D. Wendt, Andrew J. Souers, John Xue, Zhi-Fu Tao, Daniel H. Albert, Morey L. Smith, Terrance J. Magoc, David C.S. Huang, Joel D. Leverson, and Sha Jin
- Subjects
Neutropenia ,Cell Survival ,Neutrophils ,Chronic lymphocytic leukemia ,bcl-X Protein ,Administration, Oral ,Antineoplastic Agents ,Docetaxel ,Pharmacology ,Biology ,Granulopoiesis ,chemistry.chemical_compound ,Mice ,Cell Line, Tumor ,Neoplasms ,medicine ,Animals ,Humans ,Benzothiazoles ,Sulfonamides ,Navitoclax ,Aniline Compounds ,Venetoclax ,Gene Expression Profiling ,Cancer ,General Medicine ,medicine.disease ,Bridged Bicyclo Compounds, Heterocyclic ,Isoquinolines ,Thrombocytopenia ,Gene Expression Regulation, Neoplastic ,Leukemia ,Kinetics ,chemistry ,Proto-Oncogene Proteins c-bcl-2 ,Cancer research ,Taxoids ,Neoplasm Transplantation ,medicine.drug ,Granulocytes - Abstract
The BCL-2/BCL-XL/BCL-W inhibitor ABT-263 (navitoclax) has shown promising clinical activity in lymphoid malignancies such as chronic lymphocytic leukemia. However, its efficacy in these settings is limited by thrombocytopenia caused by BCL-XL inhibition. This prompted the generation of the BCL-2-selective inhibitor venetoclax (ABT-199/GDC-0199), which demonstrates robust activity in these cancers but spares platelets. Navitoclax has also been shown to enhance the efficacy of docetaxel in preclinical models of solid tumors, but clinical use of this combination has been limited by neutropenia. We used venetoclax and the BCL-XL-selective inhibitors A-1155463 and A-1331852 to assess the relative contributions of inhibiting BCL-2 or BCL-XL to the efficacy and toxicity of the navitoclax-docetaxel combination. Selective BCL-2 inhibition suppressed granulopoiesis in vitro and in vivo, potentially accounting for the exacerbated neutropenia observed when navitoclax was combined with docetaxel clinically. By contrast, selectively inhibiting BCL-XL did not suppress granulopoiesis but was highly efficacious in combination with docetaxel when tested against a range of solid tumors. Therefore, BCL-XL-selective inhibitors have the potential to enhance the efficacy of docetaxel in solid tumors and avoid the exacerbation of neutropenia observed with navitoclax. These studies demonstrate the translational utility of this toolkit of selective BCL-2 family inhibitors and highlight their potential as improved cancer therapeutics.
- Published
- 2015
22. Molecular mechanisms of mTOR-mediated translational control
- Author
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John Blenis and Xiaoju Max Ma
- Subjects
Regulation of gene expression ,Cell growth ,TOR Serine-Threonine Kinases ,RPTOR ,Translation (biology) ,Cell Biology ,Biology ,Hedgehog signaling pathway ,Cell biology ,Gene Expression Regulation ,Animals ,Humans ,Signal transduction ,Molecular Biology ,Protein Kinases ,PI3K/AKT/mTOR pathway ,Signal Transduction - Abstract
The process of translation requires substantial cellular resources. Cells have therefore evolved complex mechanisms to control overall protein synthesis as well as the translation of specific mRNAs that are crucial for cell growth and proliferation. At the heart of this process is the mammalian target of rapamycin (mTOR) signalling pathway, which senses and responds to nutrient availability, energy sufficiency, stress, hormones and mitogens to modulate protein synthesis. Here, we highlight recent findings on the regulators and effectors of mTOR and discuss specific cases that serve as paradigms for the different modes of mTOR regulation and its control of translation.
- Published
- 2009
23. Cell Growth Regulation by PI3‐kinase, Ras and mTOR Signal Integration
- Author
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Philippe P. Roux, Hieu Sy Vu, Jessie Hanrahan, John Blenis, Xiaoju Max Ma, Rana Anjum, Andrew Y. Choo, Marina K. Holz, Sarah J. Mahoney, and Max Hsia
- Subjects
Chemistry ,Kinase ,Anti-apoptotic Ras signalling cascade ,RPTOR ,Genetics ,Cell growth regulation ,Molecular Biology ,Biochemistry ,Signal ,PI3K/AKT/mTOR pathway ,Biotechnology ,Cell biology - Published
- 2006
24. PI3K Signaling Pathway Activation Predicts Class I PI3K Inhibitor GDC-0941 Sensitivity in AML
- Author
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David Dornan, Xiaoju Max Ma, Xiaoyan Shi, Laura Sun, Allen J. Ebens, Lori Friedman, and Changchun Du
- Subjects
Phosphoinositide 3-kinase ,Cell cycle checkpoint ,biology ,Cell growth ,business.industry ,medicine.medical_treatment ,Immunology ,Cell Biology ,Hematology ,Biochemistry ,Receptor tyrosine kinase ,Targeted therapy ,CEBPA ,biology.protein ,Cancer research ,medicine ,Signal transduction ,business ,PI3K/AKT/mTOR pathway - Abstract
Abstract 1057 Poster Board I-79 The PI3K-Akt signal transduction pathway plays a key role in the pathogenesis of many human cancers. In AML malignancy, deregulation of upstream receptor tyrosine kinases such as FLT3, c-Kit, and c-FMS or mutations in K-Ras, N-Ras, B-Raf and CEBPA genes lead to activation of PI3K-Akt signaling to promote cell survival and cell growth. A highly selective Class I PI3K inhibitor, GDC-0941, provides exciting therapeutic opportunities for targeting this pathway in AML. Here we show that GDC-0941 significantly inhibits the viability of the majority of a large panel of AML cell lines tested in vitro (80% or 19/24) at a concentration of < 1 uM. Because not all AML cell lines responded to GDC-0941, we show that PI3K-Akt pathway activation, evidenced by basal pAkt level, can serve as a potential predictive biomarker for GDC-0941 in AML in that sensitive cell lines displayed higher level of pAkt relative to resistant cell lines. Consistently, GDC-0941 treatment leads to decreased pAkt, and therefore the down-regulation of this important pro-survival signaling. Our further analysis shows that GDC-0941 treatment can induce apoptosis and/or cell cycle arrest. We also obtained fresh AML tumor samples to test whether GDC-0941 can similarly induces apoptosis in blast cells and showed that GDC-0941 treatment results in a down-regulation of pAkt level and increased apoptosis. Other PD biomarkers such as phospho-BAD level and Bim expression are both consistent with the observed apoptotic responses. Furthermore, the mammalian target of rapamycin complex 1 (mTORC1) inhibitor, rapamycin, synergizes with GDC-0941 to produce an increased amount of apoptosis in several AML cell lines tested. This is likely due to the fact that long-term treatment with rapamycin induces the sensitivity of the PI3K –Akt signaling pathway by releasing the negative feedback loop of mTORC1-S6K-IRS1/2 module. Importantly, in some AML cell lines we observe synergies between GDC-0941 and AraC. Interestingly, while AraC alone does not induce apoptosis in AML cell lines with PTEN loss or mutation, the synergy between AraC and GDC-0941 comes from increased apoptotic response, suggesting that GDC-0941 can synergize with chemo agents that induces S/G2 cell cycle arrest. Together, our preclinical data suggest that GDC-0941 may be used as a targeted therapy in AML patients as a single agent or in combination with other chemotherapies in clinic. Disclosures: Ma: Genentech Inc.: Employment. Du:Genentech, Inc.: Employment, Equity Ownership. Sun:Genentech Inc.: Employment. Shi:Genentech, Inc.: Employment, Equity Ownership. Friedman:Genentech Inc.: Employment. Dornan:Genentech, Inc.: Employment, Equity Ownership. Ebens:Genentech, Inc.: Employment, Equity Ownership, Patents & Royalties.
- Published
- 2009
25. The PI3K Inhibitor GDC-0941 Induces Growth Arrest and Apoptosis of Acute Myeloid Leukemia Cells
- Author
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Leanne Berry, Xiaoju Max Ma, Laura Sun, Allen J. Ebens, Bruno C. Medeiros, Changchun Du, and Lily Shi
- Subjects
business.industry ,Kinase ,Immunology ,Cell ,Myeloid leukemia ,Cell Biology ,Hematology ,Biochemistry ,Paracrine signalling ,medicine.anatomical_structure ,Downregulation and upregulation ,Cancer research ,Medicine ,Signal transduction ,business ,Autocrine signalling ,PI3K/AKT/mTOR pathway - Abstract
Abstract 3787 Poster Board III-723 Acute myeloid leukemia (AML) is a biologically and molecularly heterogeneous malignancy characterized by an accumulation of myeloid-lineage cells in the blood and bone marrow. Phosphatidylinositol 3' kinase (PI3K) -mediated signaling is frequently dysregulated in cancer and controls fundamental cellular functions such as cell migration, growth, survival and development of drug resistance in many cancers, including AML, and therefore represents an attractive therapeutic target, even against the backdrop of AML disease heterogeneity. In AML, for example, activating mutations in Ras and Flt3 are common and a number of autocrine and paracrine signaling mechanisms have been proposed as important disease mediators; all converge on PI3K as an important signal transduction node to provide growth- and survival-promoting effects. Here, we demonstrate that PI3K p110-a,b,d catalytic subunits are all prevalent across a panel of ∼30 cell lines and that the majority of cell lines as well as primary patient samples show evidence of PI3K pathway activation. We demonstrate in vitro with both cell lines and patient cell isolates, that a potent and selective pan-isoform PI3K inhibitor, GDC-0941, modulates pharmacodynamic markers such as p-Akt, p-4E-BP1, and p-FOXO-3a, and that treated cells show a G0/G1 cell-cycle arrest. A strong induction of apoptosis is observed by annexin/PI staining with upregulation of cleaved caspases and PARP. Preliminary observations suggest significant induction of p27 and Bim as direct transcriptional targets of FOXO-3a, as well as downregulation of c-Myc levels; these targets may represent key mediators of observed cellular effects and are the subject of ongoing work. Additional studies are currently underway to identify clinical standard-of-care agents and new molecular entities (pipeline NMEs) that combine favorably with PI3k-inhibition in vitro, and the results of several in-vivo xenograft studies will also be presented. Disclosures: Sun: Genentech Inc.: Employment. Berry:Genentech: Employment, Patents & Royalties. Du:Genentech, Inc.: Employment, Equity Ownership. Ma:Genentech: Employment, Patents & Royalties. Shi:Genentech: Employment, Patents & Royalties. Medeiros:Genentech: Research Funding. Ebens:Genentech, Inc.: Employment, Equity Ownership, Patents & Royalties.
- Published
- 2009
26. Exploiting selective BCL-2 family inhibitors to dissect cell survival dependencies and define improved strategies for cancer therapy.
- Author
-
Leverson, Joel D., Phillips, Darren C., Mitten, Michael J., Boghaert, Erwin R., Diaz, Dolores, Tahir, Stephen K., Belmont, Lisa D., Nimmer, Paul, Yu Xiao, Xiaoju Max Ma, Lowes, Kym N., Kovar, Peter, Jun Chen, Sha Jin, Smith, Morey, Xue, John, Haichao Zhang, Oleksijew, Anatol, Magoc, Terrance J., and Vaidya, Kedar S.
- Subjects
SELECTIVE inhibition (Chemistry) ,CANCER treatment ,DOCETAXEL ,DRUG efficacy ,TOXICITY testing - Abstract
The article looks at a study regarding the selective BCL-2 family inhibitors venetoclax to dissect cell survival dependencies and define improved strategies for cancer therapy. Topics discussed include Navitoclax has also been shown to enhance the efficacy of docetaxel in preclinical models of solid tumors, efficacy and toxicity of the navitoclax-docetaxel combination and selective inhibitors have the potential to enhance the efficacy of docetaxel in solid tumors.
- Published
- 2015
- Full Text
- View/download PDF
27. Molecular mechanisms of mTOR-mediated translational control.
- Author
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Xiaoju Max Ma and Blenis, John
- Subjects
- *
PROTEIN synthesis , *POST-translational modification , *GROWTH factors , *CELL growth - Abstract
The process of translation requires substantial cellular resources. Cells have therefore evolved complex mechanisms to control overall protein synthesis as well as the translation of specific mRNAs that are crucial for cell growth and proliferation. At the heart of this process is the mammalian target of rapamycin (mTOR) signalling pathway, which senses and responds to nutrient availability, energy sufficiency, stress, hormones and mitogens to modulate protein synthesis. Here, we highlight recent findings on the regulators and effectors of mTOR and discuss specific cases that serve as paradigms for the different modes of mTOR regulation and its control of translation. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
28. Phosphoproteomic Analysis Identifies Grb10 as an mTORC1 Substrate That Negatively Regulates Insulin Signaling.
- Author
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Yonghao Yu, Sang-Oh Yoon, Poulociiannis, George, Qian Yang, Xiaoju Max Ma, Villén, Judit, Kubica, Neil, Hoffman, Gregory R., Cantley, Lewis C., Gygi, Steven P., and Blenis, John
- Subjects
- *
CYTOLOGICAL research , *CELLULAR control mechanisms , *RAPAMYCIN , *IMMUNOSUPPRESSIVE agents , *PATHOLOGICAL physiology , *REGULATION of cell growth , *TUMOR suppressor proteins , *PHOSPHORYLATION ,INSULIN pathophysiology - Abstract
The evolutionarily conserved serine-threonine kinase mammalian target of rapamycin (mTOR) plays a critical role in regulating many pathophysiological processes. Functional characterization of the mTOR signaling pathways, however, has been hampered by the paucity of known substrates. We used large-scale quantitative phosphoproteomics experiments to define the signaling networks downstream of mTORC1 and mTORC2. Characterization of one mTORC1 substrate, the growth factor receptor—bound protein 10 (Grb10), showed that mTORC1-mediated phosphorylation stabilized Grb10, leading to feedback inhibition of the phosphatidylinositol 3-kinase (PI3K) and extracellular signal—regulated, mitogen-activated protein kinase (ERK-MAPK) pathways. Grb10 expression is frequently down-regulated in various cancers, and loss of Grb10 and loss of the well-established tumor suppressor phosphatase PTEN appear to be mutually exclusive events, suggesting that Grb10 might be a tumor suppressor regulated by mTORC1. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
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