Summary of Study ST001838
This data is available at the NIH Common Fund's National Metabolomics Data Repository (NMDR) website, the Metabolomics Workbench, https://www.metabolomicsworkbench.org, where it has been assigned Project ID PR001160. The data can be accessed directly via it's Project DOI: 10.21228/M8RT34 This work is supported by NIH grant, U2C- DK119886.
See: https://www.metabolomicsworkbench.org/about/howtocite.php
This study contains a large results data set and is not available in the mwTab file. It is only available for download via FTP as data file(s) here.
Study ID | ST001838 |
Study Title | Reversing Epigenetic Gene Silencing to Overcome Immune Evasion in CNS Malignancies |
Study Summary | Glioblastoma is an aggressive brain malignancy with a dismal prognosis. With emerging evidence that disproves the immune privileged environment in the brain, there is much interest in examining various immunotherapy strategies to treat these incurable cancers. Unfortunately, to date, clinical studies investigating immunotherapy regimens have not provided much evidence of efficacy, leading to questions about the suitability of immunotherapy strategies for these tumors. Inadequate inherent populations of lymphocytes in tumor (TILs) and limited trafficking of systemic circulating T cells into the central nervous system (CNS) likely contribute to the poor response to immunotherapy treatment for primary CNS cancers. This paucity of TILs is in concert with the finding of epigenetic silencing of genes that promote immune cell movement (chemotaxis) to the tumor. In this study we evaluated the ability of GSK126, a blood-brain barrier permeable small molecule inhibitor of EZH2, to reverse the epigenetic silencing of chemokines like CXCL9 and CXCL10. When combined with anti-PD-1 treatment, these IFN driven chemokines promote T cell infiltration, resulting in decreased tumor growth and enhanced survival in immunocompetent murine sub-cutaneous and intracranial tumor syngeneic models of GBM. Examination of the tumor micro-environment revealed that the decrease in tumor growth in the mice treated with the drug combination was accompanied by increased tumor CD8 T cell infiltration along with higher IFN expression. Additionally, a significant increase in CXCR3+ T cells in the draining lymph nodes was also found. Taken together, our data suggests that in glioblastoma, epigenetic modulation using GSK126 could improve current immunotherapy strategies by reversing the epigenetic changes that enable immune cell evasion leading to enhanced immune cell trafficking to the tumor. |
Institute | National Cancer Institute |
Department | Neuro-Oncology Branch |
Laboratory | Cancer Metabolism |
Last Name | Dowdy |
First Name | Tyrone |
Address | 37 convent dr, Bldg 37 rm 1142 |
tyrone.dowdy@nih.gov | |
Phone | 2407607066 |
Submit Date | 2021-06-11 |
Raw Data Available | Yes |
Raw Data File Type(s) | d |
Analysis Type Detail | LC-MS |
Release Date | 2021-06-30 |
Release Version | 1 |
Select appropriate tab below to view additional metadata details:
Project:
Project ID: | PR001160 |
Project DOI: | doi: 10.21228/M8RT34 |
Project Title: | Reversing Epigenetic Gene Silencing to Overcome Immune Evasion in CNS Malignancies |
Project Summary: | Glioblastoma is an aggressive brain malignancy with a dismal prognosis. With emerging evidence that disproves the immune privileged environment in the brain, there is much interest in examining various immunotherapy strategies to treat these incurable cancers. Unfortunately, to date, clinical studies investigating immunotherapy regimens have not provided much evidence of efficacy, leading to questions about the suitability of immunotherapy strategies for these tumors. Inadequate inherent populations of lymphocytes in tumor (TILs) and limited trafficking of systemic circulating T cells into the central nervous system (CNS) likely contribute to the poor response to immunotherapy treatment for primary CNS cancers. This paucity of TILs is in concert with the finding of epigenetic silencing of genes that promote immune cell movement (chemotaxis) to the tumor. In this study we evaluated the ability of GSK126, a blood-brain barrier permeable small molecule inhibitor of EZH2, to reverse the epigenetic silencing of chemokines like CXCL9 and CXCL10. When combined with anti-PD-1 treatment, these IFN driven chemokines promote T cell infiltration, resulting in decreased tumor growth and enhanced survival in immunocompetent murine sub-cutaneous and intracranial tumor syngeneic models of GBM. Examination of the tumor micro-environment revealed that the decrease in tumor growth in the mice treated with the drug combination was accompanied by increased tumor CD8 T cell infiltration along with higher IFN expression. Additionally, a significant increase in CXCR3+ T cells in the draining lymph nodes was also found. Taken together, our data suggests that in glioblastoma, epigenetic modulation using GSK126 could improve current immunotherapy strategies by reversing the epigenetic changes that enable immune cell evasion leading to enhanced immune c-ll trafficking to the tumor. |
Institute: | National Cancer Institute |
Department: | Neuro-Oncology Branch |
Laboratory: | Cancer Metabolism |
Last Name: | Dowdy |
First Name: | Tyrone |
Address: | 37 convent dr, Bldg 37 rm 1142 |
Email: | tyrone.dowdy@nih.gov |
Phone: | 2407607066 |
Contributors: | Nivedita M. Ratnam1, Heather M. Sonnemann1, Stephen C. Frederico1, Huanwen Chen1, Marsha-Kay N.D. Hutchinson1, Tyrone Dowdy1, Caitlin M. Reid1, Jinkyu Jung1, Wei Zhang1, Hua Song1, Meili Zhang1, Dionne Davis1, Mioara Larion1, Amber J. Giles1 and Mark R. Gilbert1*. |
Subject:
Subject ID: | SU001915 |
Subject Type: | Mammal |
Subject Species: | Mus musculus |
Taxonomy ID: | 10090 |
Genotype Strain: | albino C57BL/6 |
Age Or Age Range: | 6-8 weeks |
Gender: | Female |
Animal Animal Supplier: | Jackson Laboratories (Bar Harbor, ME) |
Animal Housing: | NCI-Bethesda Animal Facility |
Factors:
Subject type: Mammal; Subject species: Mus musculus (Factor headings shown in green)
mb_sample_id | local_sample_id | Treatment | Gsk Exposure Time (h) |
---|---|---|---|
SA171094 | blank_S22.d | blank | - |
SA171095 | Blank_S14.d | blank | - |
SA171096 | blank_Sr62.d | blank | - |
SA170972 | SubCu7_Tum_g1_10 | GSK | 10 |
SA170973 | SubCu7_DLN_g1_10 | GSK | 10 |
SA170974 | SubCu7_NLN_g1_10 | GSK | 10 |
SA170975 | SubCu8_NLN_g1_10 | GSK | 10 |
SA170976 | SubCu8_DLN_g1_10 | GSK | 10 |
SA170977 | SubCu8_Tum_g1_10 | GSK | 10 |
SA170978 | LLN_g1 _Intra8_10h | GSK | 10.0 |
SA170979 | LLN_g1 _Intra7_10h | GSK | 10.0 |
SA170980 | SER_g1 _Intra8_10h | GSK | 10.0 |
SA170981 | SER_g1 _Intra7_10h | GSK | 10.0 |
SA170982 | SER_g1 _Subcutaneous8_10h | GSK | 10.0 |
SA170983 | SER_g1 _Subcutaneous7_10h | GSK | 10.0 |
SA170984 | BRN_g1 _Intra8_10h | GSK | 10.0 |
SA170985 | BRN_g1 _Intra7_10h | GSK | 10.0 |
SA170986 | SER_g1 _Subcutaneous3_2h | GSK | 2.0 |
SA170987 | SER_g1 _Subcutaneous2_2h | GSK | 2.0 |
SA170988 | SER_g1 _Subcutaneous1_2h | GSK | 2.0 |
SA170989 | SER_g1 _Intra3_2h | GSK | 2.0 |
SA170990 | LLN_g1 _Intra1_2h | GSK | 2.0 |
SA170991 | LLN_g1 _Intra3_2h | GSK | 2.0 |
SA170992 | SER_g1 _Intra1_2h | GSK | 2.0 |
SA170993 | SER_g1 _Intra2_2h | GSK | 2.0 |
SA170994 | LLN_g1 _Intra2_2h | GSK | 2.0 |
SA170995 | BRN_g1 _Intra2_2h | GSK | 2.0 |
SA170996 | BRN_g1 _Intra3_2h | GSK | 2.0 |
SA170997 | BRN_g1 _Intra1_2h | GSK | 2.0 |
SA170998 | SubCu1_Tum_g1_2h | GSK | 2.00 |
SA170999 | SubCu1_NLN_g1_2h | GSK | 2.00 |
SA171000 | SubCu3_Tum_g1_2h | GSK | 2.00 |
SA171001 | SubCu2_NLN_g1_2h | GSK | 2.00 |
SA171002 | SubCu2_Tum_g1_2h | GSK | 2.00 |
SA171003 | SubCu2_DLN_g1_2h | GSK | 2.00 |
SA171004 | SubCu3_NLN_g1_2h | GSK | 2.00 |
SA171005 | SubCu1_DLN_g1_2h | GSK | 2.00 |
SA171006 | SubCu3_DLN_g1_2h | GSK | 2.00 |
SA171007 | SER_g1 _Subcutaneous5_6h | GSK | 6.0 |
SA171008 | BRN_g1 _Intra4_6h | GSK | 6.0 |
SA171009 | SER_g1 _Subcutaneous4_6h | GSK | 6.0 |
SA171010 | SER_g1 _Subcutaneous6_6h | GSK | 6.0 |
SA171011 | BRN_g1 _Intra5_6h | GSK | 6.0 |
SA171012 | LLN_g1 _Intra4_6h | GSK | 6.0 |
SA171013 | LLN_g1 _Intra6_6h | GSK | 6.0 |
SA171014 | SER_g1 _Intra5_6h | GSK | 6.0 |
SA171015 | SER_g1 _Intra4_6h | GSK | 6.0 |
SA171016 | SER_g1 _Intra6_6h | GSK | 6.0 |
SA171017 | SubCu6_NLN_g1_6h | GSK | 6.00 |
SA171018 | SubCu6_Tum_g1_6h | GSK | 6.00 |
SA171019 | SubCu5_NLN_g1_6h | GSK | 6.00 |
SA171020 | SubCu4_DLN_g1_6h | GSK | 6.00 |
SA171021 | SubCu5_DLN_g1_6h | GSK | 6.00 |
SA171022 | SubCu4_NLN_g1_6h | GSK | 6.00 |
SA171023 | SubCu4_Tum_g1_6h | GSK | 6.00 |
SA171024 | SubCu5_Tum_g1_6h | GSK | 6.00 |
SA171025 | SubCu6_DLN_g1_6h | GSK | 6.00 |
SA171026 | QCpool g1 D_NLN_subcu_028.d | QC | - |
SA171027 | QCpool g1 D_NLN_subcu_037.d | QC | - |
SA171028 | QCpool g1 D_NLN_subcu_081.d | QC | - |
SA171029 | QCpool g1 D_NLN_subcu_012.d | QC | - |
SA171030 | QCpool g1 SubTum_038.d | QC | - |
SA171031 | QCpool g1 D_NLN_subcu_135.d | QC | - |
SA171032 | QCpool g1 SubTum_136.d | QC | - |
SA171033 | QCpool g1 D_NLN_subcu_055.d | QC | - |
SA171034 | QcSer_S44.d | QC | - |
SA171035 | QcSer_S24.d | QC | - |
SA171036 | QCpool g1 SubTum_082.d | QC | - |
SA171037 | QCpool g1 SubTum_056.d | QC | - |
SA171038 | QcBRN_S45.d | QC | - |
SA171039 | QcLLN_L1002.d | QC | - |
SA171040 | QcBRN_Sr111.d | QC | - |
SA171041 | QcBRN_Sr91.d | QC | - |
SA171042 | QcBRN_Sr65.d | QC | - |
SA171043 | SER_ctrl_g2_Intra11_2h | Vehicle | 0.0 |
SA171044 | SER_ctrl_g2_Intra12_6h | Vehicle | 0.0 |
SA171045 | SER_ctrl_g2_Intra13_6h | Vehicle | 0.0 |
SA171046 | SER_ctrl_g2_Intra10_2h | Vehicle | 0.0 |
SA171047 | SER_ctrl_g2_Subcutaneous14_6h | Vehicle | 0.0 |
SA171048 | SER_ctrl_g2_Subcutaneous13_6h | Vehicle | 0.0 |
SA171049 | SER_ctrl_g2_Intra14_6h | Vehicle | 0.0 |
SA171050 | SER_ctrl_g2_Subcutaneous15_10h | Vehicle | 0.0 |
SA171051 | SER_ctrl_g2_Subcutaneous16_10h | Vehicle | 0.0 |
SA171052 | SER_ctrl_g2 _Intra9_2h | Vehicle | 0.0 |
SA171053 | BRN_ctrl_g2_Intra13_6h | Vehicle | 0.0 |
SA171054 | BRN_ctrl_g2_Intra12_6h | Vehicle | 0.0 |
SA171055 | BRN_ctrl_g2_Intra11_2h | Vehicle | 0.0 |
SA171056 | BRN_ctrl_g2_Intra10_2h | Vehicle | 0.0 |
SA171057 | BRN_ctrl_g2_Intra14_6h | Vehicle | 0.0 |
SA171058 | BRN_ctrl_g2_Intra15_10h | Vehicle | 0.0 |
SA171059 | SER_ctrl_g2_Intra16_10h | Vehicle | 0.0 |
SA171060 | SER_ctrl_g2_Subcutaneous10_2h | Vehicle | 0.0 |
SA171061 | BRN_ctrl_g2_Intra16_10h | Vehicle | 0.0 |
SA171062 | SER_ctrl_g2_Intra15_10h | Vehicle | 0.0 |
SA171063 | SER_ctrl_g2_Subcutaneous12_6h | Vehicle | 0.0 |
SA171064 | LLN_ctrl_g2_Intra13_6h | Vehicle | 0.0 |
SA171065 | LLN_ctrl_g2_Intra12_6h | Vehicle | 0.0 |
SA171066 | LLN_ctrl_g2_Intra15_10h | Vehicle | 0.0 |
SA171067 | LLN_ctrl_g2_Intra16_10h | Vehicle | 0.0 |
SA171068 | LLN_ctrl_g2 _Intra9_2h | Vehicle | 0.0 |
Collection:
Collection ID: | CO001908 |
Collection Summary: | All animal experiments were performed following the guidelines stipulated by the NCI-Bethesda Animal Care and Use Committee. All murine studies were performed using female albino C57BL/6 mice, 6-8 weeks of age, procured from Jackson Laboratories (Bar Harbor, ME). For sub-cutaneous tumor studies, 6x10^6 cells of stably transduced CT2A glioma cells with mCherry-firefly luciferase were injected in 100 μL PBS. For intracranial tumor studies, 1x10^2 CT2A cells with mCherry- firefly luciferase were injected in 2uL PBS. GSK126 for in vivo studies was obtained from the NCI- Drug Synthesis and Chemistry Branch and dissolved in 20% SBE-Cyclodextrin (MedChemExpress, HY-17031) pH 4-4.5 with 1N acetic acid. Vehicle was 20% SBE-Cyclodextrin pH 4-4.5 with 1N acetic acid. Water-soluble dexamethasone (Sigma Aldrich; D2915) was administered at 1mg/kg/day also by intraperitoneal injection. Anti PD-1(InVivoMAb; BE0146) or isotype control, rat IgG2a (InVivoMAb; BE0089) were also injected intraperitoneally. Subcutaneous tumor growth was measured using calipers and thereafter tumor volume was calculated using the formula for the volume of an ellipsoid given below. In the case of intracranial tumors, tumor growth was measured using the luminescence reader IVIS Ilumina and analyzed using LivingImage Software. Samples were collected from mice with three biological replicates. Serum (50 µL) was transferred to 200 μL ice-chilled (4°C) MilliQ H2O. Tissue (~16 mg) was measured from subcutaneous and intracranial samples followed by addition of 250 μL MilliQ H2O. Then, samples were sonicated at 40 amps (~30 s) until homogeneous. 80 μL of at 0.150 µg/mL debrisoquine in 60% methanol (MeOH)/40% water(aq) reagent was added. 500 μL chilled (-20°C) MeOH was added, vortexed (med) and incubated 15 min on ice. 250 μL chilled (-20°C) Chloroform was added, vortexed (high) and incubated 20 min in ice on rotating mixer. Mixture was centrifuged (13,000x g) for 18 min at 4°C. 705 μL of hydrophilic upper layer was aspirated and transferred to separate 1.5 mL microtubes, dried to completion under N2 gas sample concentrator, and stored at -80°C until LC/MS quantification of GSK126. |
Sample Type: | Tumor cells |
Collection Method: | Tumor Tissue/Serum Extract |
Collection Location: | Intracranial/Subcutaneous/Serum from Mice |
Collection Frequency: | Timepoints |
Collection Duration: | 0, 2h, 6h and 10h |
Volumeoramount Collected: | Serum (50 µL)/Tumor (~16 mg) |
Storage Conditions: | -80℃ |
Collection Vials: | 15 mL |
Storage Vials: | 1.7 mL |
Collection Tube Temp: | On Ice |
Additives: | Extraction reagent |
Treatment:
Treatment ID: | TR001928 |
Treatment Summary: | Extracts of Gracilaria edulis were prepared through two different approaches, namely, sequential and direct, following the procedure of Subermaniam et al. (2020). For the sequential process, the solvents were used in the order of increasing polarity viz. ethyl acetate < acetone. For the direct extracts, ethyl acetate and acetone were used separately. |
Sample Preparation:
Sampleprep ID: | SP001921 |
Sampleprep Summary: | Serum (50 µL) was transferred to 200 μL ice-chilled (4°C) MilliQ H2O. Tissue (~16 mg) was measured from subcutaneous and intracranial samples followed by addition of 250 μL MilliQ H2O. Then, samples were sonicated at 40 amps (~30 s) until homogeneous. 80 μL of at 0.150 µg/mL debrisoquine in 60% methanol (MeOH)/40% water(aq) reagent was added. 500 μL chilled (-20°C) MeOH was added, vortexed (med) and incubated 15 min on ice. 250 μL chilled (-20°C) Chloroform was added, vortexed (high) and incubated 20 min in ice on rotating mixer. Mixture was centrifuged (13,000x g) for 18 min at 4°C. 705 μL of hydrophilic upper layer was aspirated and transferred to separate 1.5 mL microtubes, dried to completion under N2 gas sample concentrator, and stored at -80°C |
Sampleprep Protocol ID: | Extraction |
Processing Storage Conditions: | -80℃ |
Extraction Method: | LCMS Extraction |
Extract Cleanup: | Bligh-Dyer biphasic separation, discard protein disk and dried to completion under N2 gas |
Sample Resuspension: | 80 uL 60% MeOH (aq) |
Sample Spiking: | Internal standard 0.150 µg/mL debrisoquine(IS) was added to each |
Combined analysis:
Analysis ID | AN002980 |
---|---|
Analysis type | MS |
Chromatography type | HILIC |
Chromatography system | Agilent 1290 Infinity II |
Column | Agilent AdvanceBio Glycan Map 2.1 x 100 mm 2.7µm column |
MS Type | ESI |
MS instrument type | QTOF |
MS instrument name | Agilent 6545 QTOF |
Ion Mode | POSITIVE |
Units | ng |
Chromatography:
Chromatography ID: | CH002209 |
Chromatography Summary: | Samples were injected at 8 µL over an 8.3 min gradient on the AdvanceBio Glycan Map 2.1 x 100 mm 2.7µm column at 35°C with a flow rate of 0.220 mL/min. The LC gradient only utilized LC/MS grade reagents when preparing mobile phases, A (88:12 H2O/acetonitrile (ACN) and B 90% ACN (aq). Both mobile phases were composed with 10 mM ammonium acetate and titrated to pH 6.85 using formic acid and ammonium hydroxide. The LC gradient was initially 100% B for 0.25 min and then ramped to 55% B at 2.5 min; 49% B at 4.5 min; 35% B at 5.5 min; 20% B at 6 min; held for 0.5 min; 15% B at 7 min; 100%B at 8.3 min followed by equilibration for 1.2 min. |
Instrument Name: | Agilent 1290 Infinity II |
Column Name: | Agilent AdvanceBio Glycan Map 2.1 x 100 mm 2.7µm column |
Column Pressure: | 600 bar |
Column Temperature: | 35°C |
Flow Gradient: | The LC gradient was initially 100% B for 0.25 min and then ramped to 55% B at 2.5 min; 49% B at 4.5 min; 35% B at 5.5 min; 20% B at 6 min; held for 0.5 min; 15% B at 7 min; 100%B at 8.3 min followed by equilibration for 1.2 min. |
Flow Rate: | 0.220 mL/min |
Injection Temperature: | 4°C |
Internal Standard: | Continuous accurate mass correction was achieved by infusing proprietary Agilent Technologies API-TOF reference mass standard solution |
Retention Time: | 2.5-2.7 min |
Sample Injection: | 8 uL |
Sampling Cone: | 2kV |
Solvent A: | 88% water/12% acetonitrile; 10 mM ammonium acetate, pH 6.85 |
Solvent B: | 90% acetonitrile/10% water; 10 mM ammonium acetate, pH 6.85 |
Analytical Time: | 8.3 min |
Capillary Voltage: | 3 kV |
Sheath Liquid: | N2 |
Chromatography Type: | HILIC |
MS:
MS ID: | MS002770 |
Analysis ID: | AN002980 |
Instrument Name: | Agilent 6545 QTOF |
Instrument Type: | QTOF |
MS Type: | ESI |
MS Comments: | MS/MS Using Masshunter Qtof Quant-My-Way 10.0 software, GSK126 was detected at elution time 2.6 min using precursor ion m/z 527.3129 and transition m/z 375.2183 generated via N2 gas collision-induced fragmentation (CID) at a collision energy (CE) of 12 V. Internal standard (IS) debrisoquine detected at elution time of 2.5 mins with precursor m/z 176.1182 and transition m/z 134.0964 generated at CE 12V. |
Ion Mode: | POSITIVE |
Capillary Temperature: | 325°C |
Capillary Voltage: | 3kV |
Collision Energy: | 12V |
Collision Gas: | N2 |
Dry Gas Flow: | 9 L/min |
Dry Gas Temp: | 250°C |
Fragment Voltage: | 100 V |
Fragmentation Method: | MS/MS |
Ion Source Temperature: | 325°C |
Mass Accuracy: | 2 kDa |
Source Temperature: | 325°C |
Cdl Temperature: | RT |
Desolvation Temperature: | 325°C |
Nebulizer: | 45 psig |
Octpole Voltage: | 750V |