Summary of Study ST003205
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 PR001998. The data can be accessed directly via it's Project DOI: 10.21228/M8G143 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 | ST003205 |
Study Title | Metabolic profile evolution in relapsed/refractory B-NHL patients treated with CD19.CAR-T cell therapy and implications in clinical outcome |
Study Type | NMR Metabolomic |
Study Summary | Plasma metabolomics analysis was performed on 44 patients with relapsed/refractory B-cell non Hodgkin lymphoma (r/r/B-NHL) infused with approved CD19.CAR-T cell products at the time of pre-lymphodepletion (PLD) and at day +1, +7, and +30 after CAR-T cell infusion. At the PLD time point, a metabolic profile characterized by high lipoproteins and lactate and low glucose contributed to poor outcome prediction in association with high lactate dehydrogenase levels. At day+1, higher plasma levels of lipid metabolism products and lower glucose and glycoproteins levels were observed in tisa-cel- compared to axi-cel-treated patients. At day+30, a higher content of lactate, as well as phenylalanine/tryptophan amino acids which represent the precursors of the key players of myeloid derived suppressor cells were found in patients who relapsed over time compared to patients who maintained complete remission until 1-year. Our data show complex metabolomic changes that track the evolution of the disease and drug activity in the first 30 days of CAR-T cell therapy. Notably, specific metabolic signatures at PLD and day+30, together with a day+30 metabolic profile related to myeloid immunosuppression, are associated with poor outcome. |
Institute | UNIVERSITY OF SALENTO |
Department | D.i.S.T.e.B.A. |
Laboratory | General and Inorganic Chemistry |
Last Name | FANIZZI |
First Name | FRANCESCO PAOLO |
Address | Prov.Le Lecce-Monteroni - Centro Ecotekne |
fp.fanizzi@unisalento.it | |
Phone | ++39-0832-299265 |
Submit Date | 2024-05-02 |
Raw Data Available | Yes |
Raw Data File Type(s) | fid |
Analysis Type Detail | NMR |
Release Date | 2024-06-07 |
Release Version | 1 |
Select appropriate tab below to view additional metadata details:
Project:
Project ID: | PR001998 |
Project DOI: | doi: 10.21228/M8G143 |
Project Title: | CAR-T therapy metabolomic study |
Project Summary: | Plasma metabolomics analysis was performed on 44 patients with relapsed/refractory B-cell non Hodgkin lymphoma (r/r/B-NHL) infused with approved CD19.CAR-T cell products at the time of pre-lymphodepletion (PLD) and at day +1, +7, and +30 after CAR-T cell infusion. At the PLD time point, a metabolic profile characterized by high lipoproteins and lactate and low glucose contributed to poor outcome prediction in association with high lactate dehydrogenase levels. At day+1, higher plasma levels of lipid metabolism products and lower glucose and glycoproteins levels were observed in tisa-cel- compared to axi-cel-treated patients. At day+30, a higher content of lactate, as well as phenylalanine/tryptophan amino acids which represent the precursors of the key players of myeloid derived suppressor cells were found in patients who relapsed over time compared to patients who maintained complete remission until 1-year. Our data show complex metabolomic changes that track the evolution of the disease and drug activity in the first 30 days of CAR-T cell therapy. Notably, specific metabolic signatures at PLD and day+30, together with a day+30 metabolic profile related to myeloid immunosuppression, are associated with poor outcome. |
Institute: | UNIVERSITY OF SALENTO |
Department: | D.i.S.T.e.B.A. |
Laboratory: | General and Inorganic Chemistry |
Last Name: | FANIZZI |
First Name: | FRANCESCO PAOLO |
Address: | Prov.Le Lecce-Monteroni - Centro Ecotekne, LECCE, LECCE, 73100, Italy |
Email: | fp.fanizzi@unisalento.it |
Phone: | ++39-0832-299265 |
Subject:
Subject ID: | SU003324 |
Subject Type: | Human |
Subject Species: | Homo sapiens |
Taxonomy ID: | 9606 |
Factors:
Subject type: Human; Subject species: Homo sapiens (Factor headings shown in green)
mb_sample_id | local_sample_id | Time point | Sample source | Therapy |
---|---|---|---|---|
SA348808 | CAR-65 +1D | After 1 Day post-infusion (1D) | plasma | axi-cell |
SA348809 | CAR-46_+1D | After 1 Day post-infusion (1D) | plasma | axi-cell |
SA348810 | CAR-75 +1D | After 1 Day post-infusion (1D) | plasma | axi-cell |
SA348811 | CAR-69 +1D | After 1 Day post-infusion (1D) | plasma | axi-cell |
SA348812 | CAR-33_+1D | After 1 Day post-infusion (1D) | plasma | axi-cell |
SA348813 | CAR-61 +1D | After 1 Day post-infusion (1D) | plasma | axi-cell |
SA348814 | CAR-45_+1D | After 1 Day post-infusion (1D) | plasma | axi-cell |
SA348815 | CAR-76 +1D | After 1 Day post-infusion (1D) | plasma | axi-cell |
SA348816 | CAR-59 +1D | After 1 Day post-infusion (1D) | plasma | axi-cell |
SA348817 | CAR-92 +1D | After 1 Day post-infusion (1D) | plasma | axi-cell |
SA348818 | CAR-51_+1D | After 1 Day post-infusion (1D) | plasma | axi-cell |
SA348819 | CAR-55 +1D | After 1 Day post-infusion (1D) | plasma | tisa-cell |
SA348820 | CAR-57 +1D | After 1 Day post-infusion (1D) | plasma | tisa-cell |
SA348821 | CAR-40_+1D | After 1 Day post-infusion (1D) | plasma | tisa-cell |
SA348822 | CAR-38_+1D | After 1 Day post-infusion (1D) | plasma | tisa-cell |
SA348823 | CAR-58 +1D | After 1 Day post-infusion (1D) | plasma | tisa-cell |
SA348824 | CAR-44_+1D | After 1 Day post-infusion (1D) | plasma | tisa-cell |
SA348825 | CAR-71 +1D | After 1 Day post-infusion (1D) | plasma | tisa-cell |
SA348826 | CAR-53 +1D | After 1 Day post-infusion (1D) | plasma | tisa-cell |
SA348827 | CAR-47_+1D | After 1 Day post-infusion (1D) | plasma | tisa-cell |
SA348828 | CAR-66 +1D | After 1 Day post-infusion (1D) | plasma | tisa-cell |
SA348829 | CAR-43_+1D | After 1 Day post-infusion (1D) | plasma | tisa-cell |
SA348830 | CAR-72 +1D | After 1 Day post-infusion (1D) | plasma | tisa-cell |
SA348831 | CAR-77 +1D | After 1 Day post-infusion (1D) | plasma | tisa-cell |
SA348832 | CAR-53 +30D | After 30 Days post-infusion (30D) (30D) | plasma | tisa-cell |
SA348833 | CAR-65 +30D | After 30 Days post-infusion (30D) | plasma | axi-cell |
SA348834 | CAR-45_+30D | After 30 Days post-infusion (30D) | plasma | axi-cell |
SA348835 | CAR-75 +30D | After 30 Days post-infusion (30D) | plasma | axi-cell |
SA348836 | CAR-92 +30D | After 30 Days post-infusion (30D) | plasma | axi-cell |
SA348837 | CAR-46_+30D | After 30 Days post-infusion (30D) | plasma | axi-cell |
SA348838 | CAR-33_+30D | After 30 Days post-infusion (30D) | plasma | axi-cell |
SA348839 | CAR-69 +30D | After 30 Days post-infusion (30D) | plasma | axi-cell |
SA348840 | CAR-51_+30D | After 30 Days post-infusion (30D) | plasma | axi-cell |
SA348841 | CAR-76 +30D | After 30 Days post-infusion (30D) | plasma | axi-cell |
SA348842 | CAR-59 +30D | After 30 Days post-infusion (30D) | plasma | axi-cell |
SA348843 | CAR-61 +30D | After 30 Days post-infusion (30D) | plasma | axi-cell |
SA348844 | CAR-47_+30D | After 30 Days post-infusion (30D) | plasma | tisa-cell |
SA348845 | CAR-77 +30D | After 30 Days post-infusion (30D) | plasma | tisa-cell |
SA348846 | CAR-44_+30D | After 30 Days post-infusion (30D) | plasma | tisa-cell |
SA348847 | CAR-72 +30D | After 30 Days post-infusion (30D) | plasma | tisa-cell |
SA348848 | CAR-58 +30D | After 30 Days post-infusion (30D) | plasma | tisa-cell |
SA348849 | CAR-71 +30D | After 30 Days post-infusion (30D) | plasma | tisa-cell |
SA348850 | CAR-57 +30D | After 30 Days post-infusion (30D) | plasma | tisa-cell |
SA348851 | CAR-38_+30D | After 30 Days post-infusion (30D) | plasma | tisa-cell |
SA348852 | CAR-66 +30D | After 30 Days post-infusion (30D) | plasma | tisa-cell |
SA348853 | CAR-43_+30D | After 30 Days post-infusion (30D) | plasma | tisa-cell |
SA348854 | CAR-40_+30D | After 30 Days post-infusion (30D) | plasma | tisa-cell |
SA348855 | CAR-59 +7D | After 7 Days post-infusion (7D) | plasma | axi-cell |
SA348856 | CAR-92 +7D | After 7 Days post-infusion (7D) | plasma | axi-cell |
SA348857 | CAR-51_+7D | After 7 Days post-infusion (7D) | plasma | axi-cell |
SA348858 | CAR-75 +7D | After 7 Days post-infusion (7D) | plasma | axi-cell |
SA348859 | CAR-69 +7D | After 7 Days post-infusion (7D) | plasma | axi-cell |
SA348860 | CAR-65 +7D | After 7 Days post-infusion (7D) | plasma | axi-cell |
SA348861 | CAR-76 +7D | After 7 Days post-infusion (7D) | plasma | axi-cell |
SA348862 | CAR-45_+7D | After 7 Days post-infusion (7D) | plasma | axi-cell |
SA348863 | CAR-61 +7D | After 7 Days post-infusion (7D) | plasma | axi-cell |
SA348864 | CAR-46_+7D | After 7 Days post-infusion (7D) | plasma | axi-cell |
SA348865 | CAR-33_+7D | After 7 Days post-infusion (7D) | plasma | axi-cell |
SA348866 | CAR-66 +7D | After 7 Days post-infusion (7D) | plasma | tisa-cell |
SA348867 | CAR-71 +7D | After 7 Days post-infusion (7D) | plasma | tisa-cell |
SA348868 | CAR-72 +7D | After 7 Days post-infusion (7D) | plasma | tisa-cell |
SA348869 | CAR-77 +7D | After 7 Days post-infusion (7D) | plasma | tisa-cell |
SA348870 | CAR-58 +7D | After 7 Days post-infusion (7D) | plasma | tisa-cell |
SA348871 | CAR-53 +7D | After 7 Days post-infusion (7D) | plasma | tisa-cell |
SA348872 | CAR-47_+7D | After 7 Days post-infusion (7D) | plasma | tisa-cell |
SA348873 | CAR-43_+7D | After 7 Days post-infusion (7D) | plasma | tisa-cell |
SA348874 | CAR-38_+7D | After 7 Days post-infusion (7D) | plasma | tisa-cell |
SA348875 | CAR-40_+7D | After 7 Days post-infusion (7D) | plasma | tisa-cell |
SA348876 | CAR-57 +7D | After 7 Days post-infusion (7D) | plasma | tisa-cell |
SA348877 | CAR-44_+7D | After 7 Days post-infusion (7D) | plasma | tisa-cell |
SA348878 | CAR-19-A | Pre-lymphodepletion | plasma | axi-cell |
SA348879 | CAR-28-A | Pre-lymphodepletion | plasma | axi-cell |
SA348880 | CAR-69 ING | Pre-lymphodepletion | plasma | axi-cell |
SA348881 | CAR-32-A | Pre-lymphodepletion | plasma | axi-cell |
SA348882 | CAR-16-A | Pre-lymphodepletion | plasma | axi-cell |
SA348883 | CAR-21-A | Pre-lymphodepletion | plasma | axi-cell |
SA348884 | CAR-13-A | Pre-lymphodepletion | plasma | axi-cell |
SA348885 | CAR-5-A | Pre-lymphodepletion | plasma | axi-cell |
SA348886 | CAR-3-A | Pre-lymphodepletion | plasma | axi-cell |
SA348887 | CAR-92 ING | Pre-lymphodepletion | plasma | axi-cell |
SA348888 | CAR-83 ING | Pre-lymphodepletion | plasma | axi-cell |
SA348889 | CAR-7-A | Pre-lymphodepletion | plasma | axi-cell |
SA348890 | CAR-75 ING | Pre-lymphodepletion | plasma | axi-cell |
SA348891 | CAR-12-A | Pre-lymphodepletion | plasma | axi-cell |
SA348892 | CAR-76 ING | Pre-lymphodepletion | plasma | axi-cell |
SA348893 | CAR-15-A | Pre-lymphodepletion | plasma | axi-cell |
SA348894 | CAR-33-A | Pre-lymphodepletion | plasma | axi-cell |
SA348895 | CAR61-ING | Pre-lymphodepletion | plasma | axi-cell |
SA348896 | 45-E | Pre-lymphodepletion | plasma | axi-cell |
SA348897 | CAR59-ING | Pre-lymphodepletion | plasma | axi-cell |
SA348898 | 51-E | Pre-lymphodepletion | plasma | axi-cell |
SA348899 | CAR-1-A | Pre-lymphodepletion | plasma | axi-cell |
SA348900 | CAR65-ING | Pre-lymphodepletion | plasma | axi-cell |
SA348901 | 46-E | Pre-lymphodepletion | plasma | axi-cell |
SA348902 | CAR57-ING | Pre-lymphodepletion | plasma | tisa-cell |
SA348903 | CAR-77 ING | Pre-lymphodepletion | plasma | tisa-cell |
SA348904 | CAR66-ING | Pre-lymphodepletion | plasma | tisa-cell |
SA348905 | CAR-9-A | Pre-lymphodepletion | plasma | tisa-cell |
SA348906 | CAR53-ING | Pre-lymphodepletion | plasma | tisa-cell |
SA348907 | CAR-4-A | Pre-lymphodepletion | plasma | tisa-cell |
Collection:
Collection ID: | CO003317 |
Collection Summary: | Blood samples were collected at the PLD time point and day +1 (D1), +7 (D7), and +30 (D30) after CAR-T cell infusion, when available. Plasma separation was performed by centrifugation at 1000xg for 15 minutes at room temperature. Plasma aliquots were collected and stored at -80°C. |
Sample Type: | Blood (plasma) |
Storage Conditions: | -80℃ |
Treatment:
Treatment ID: | TR003333 |
Treatment Summary: | This is a prospective observational tissue study performed in patients affected by r/r B-NHL after CD19.CAR-T cell therapy with axi-cel and tisa-cel. Only patients with diffuse large B‐cell lymphoma (DLBCL), DLBCL transformed from follicular lymphoma (tFL), high-grade B-cell lymphoma (HGBCL), and primary mediastinal B‐cell lymphoma (PMBCL) were included. Cytokine release syndrome (CRS) and immune effector cell‐associated neurotoxicity syndrome (ICANS) were graded according to the American Society for Transplantation and Cellular Therapy (ASCT) criteria. All eligible patients were treated at IRCCS AOU di Bologna, after signing a written informed consent. The study was approved by the local Ethical Committee in agreement with the Helsinki Declaration and registered at clinicaltrial.gov NCT04892433. 44 patients with relapsed/refractory B-cell non Hodgkin lymphoma (r/r/B-NHL) were infused with approved CD19.CAR-T cell products at the time of pre-lymphodepletion (PLD) and at day 1, 7, and 30 after CAR-T cell infusion. Other parameters as TRIGLYCERIDES (mg/dL); Lactate dehydrogenase (LDH) (U/L); FERRITIN (ng/mL); PROTEIN C REACTIVE (PCR) (mg/dL) are available for each patient. The follow up of patients are indicated as Complete Remission (CR); Partial Disease (PD) and Partial Response (PR). |
Sample Preparation:
Sampleprep ID: | SP003331 |
Sampleprep Summary: | Plasma samples were thawed at room temperature and 5 mm NMR tubes were prepared for NMR measurement by adding 200 µL of sample with 400 µL of saline buffer solution at pH 7.4 (NaCl 0.9%, 50 mM of sodium phosphate buffer in D2O containing trimethylsilyl propionic-2,2,3,3-d4 acid sodium salt, TSP). |
Analysis:
Analysis ID: | AN005257 |
Analysis Type: | NMR |
Analysis Protocol File: | NMR_analysis_protocol_file.pdf |
Results File: | ST003205_AN005257_Results.txt |
Units: | ppm |
NMR:
NMR ID: | NM000282 |
Analysis ID: | AN005257 |
Instrument Name: | Bruker Avance III NMR |
Instrument Type: | FT-NMR |
NMR Experiment Type: | 1D-1H |
Spectrometer Frequency: | 600.13 MHz |