Summary of Study ST003117
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 PR001936. The data can be accessed directly via it's Project DOI: 10.21228/M8GB12 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 | ST003117 |
Study Title | Metabolomics of patients with Plasmodium vivax malaria |
Study Summary | Background: Malaria is the leading parasitic disease worldwide, with P. vivax being a major challenge for its control. Several studies have indicated metabolomics as a promising tool for combating the disease. Objective: The study evaluated plasma metabolomic profiles of patients with recurrent and non-recurrent P. vivax malaria in the Brazilian Amazon. Methods: Metabolites extracted from the plasma of P. vivax-infected patients were subjected to LC-MS analysis. Untargeted metabolomics was applied to investigate the metabolic profile of the plasma in the two groups. Results: Overall, 51 recurrent and 59 non-recurrent patients were included in the study. Longitudinal metabolomic analysis revealed 52 and 37 significant metabolite features from the recurrent and non-recurrent participants, respectively. Recurrence was associated with disturbances in eicosanoid metabolism. Comparison between groups suggest alterations in vitamin B6 (pyridoxine) metabolism, tyrosine metabolism, 3-oxo-10-octadecatrienoate β-oxidation, and alkaloid biosynthesis II. Integrative network analysis revealed enrichment of other metabolic pathways for the recurrent phenotype, including the butanoate metabolism, aspartate and asparagine metabolism, and N-glycan biosynthesis. Conclusion: The metabolites and metabolic pathways predicted in our study suggest potential biomarkers of recurrence and provide insights into targets for antimalarial development against P. vivax. |
Institute | University of Sao Paulo |
Last Name | Gardinassi |
First Name | Luiz Gustavo |
Address | Av. dos Bandeirantes, 3900, Campus Universitário, Ribeirão Preto, SP, Brazil |
gardinassi@eerp.usp.br | |
Phone | 55 16 3315-3395 |
Submit Date | 2024-03-01 |
Raw Data Available | Yes |
Raw Data File Type(s) | mzML |
Analysis Type Detail | LC-MS |
Release Date | 2024-04-05 |
Release Version | 1 |
Select appropriate tab below to view additional metadata details:
Project:
Project ID: | PR001936 |
Project DOI: | doi: 10.21228/M8GB12 |
Project Title: | Metabolomics of patients with Plasmodium vivax malaria |
Project Summary: | Background: Malaria is the leading parasitic disease worldwide, with P. vivax being a major challenge for its control. Several studies have indicated metabolomics as a promising tool for combating the disease. Objective: The study evaluated plasma metabolomic profiles of patients with recurrent and non-recurrent P. vivax malaria in the Brazilian Amazon. Methods: Metabolites extracted from the plasma of P. vivax-infected patients were subjected to LC-MS analysis. Untargeted metabolomics was applied to investigate the metabolic profile of the plasma in the two groups. Results: Overall, 51 recurrent and 59 non-recurrent patients were included in the study. Longitudinal metabolomic analysis revealed 52 and 37 significant metabolite features from the recurrent and non-recurrent participants, respectively. Recurrence was associated with disturbances in eicosanoid metabolism. Comparison between groups suggest alterations in vitamin B6 (pyridoxine) metabolism, tyrosine metabolism, 3-oxo-10-octadecatrienoate β-oxidation, and alkaloid biosynthesis II. Integrative network analysis revealed enrichment of other metabolic pathways for the recurrent phenotype, including the butanoate metabolism, aspartate and asparagine metabolism, and N-glycan biosynthesis. Conclusion: The metabolites and metabolic pathways predicted in our study suggest potential biomarkers of recurrence and provide insights into targets for antimalarial development against P. vivax. |
Institute: | University of Sao Paulo |
Last Name: | Gardinassi |
First Name: | Luiz Gustavo |
Address: | Av. dos Bandeirantes, 3900, Campus Unviversitário, Ribeirão Preto, SP, Brazil |
Email: | gardinassi@eerp.usp.br |
Phone: | 55 16 3315-3395 |
Subject:
Subject ID: | SU003273 |
Subject Type: | Human |
Subject Species: | Homo sapiens |
Taxonomy ID: | 9606 |
Gender: | Male and female |
Factors:
Subject type: Human; Subject species: Homo sapiens (Factor headings shown in green)
mb_sample_id | local_sample_id | Class | Day | Treatment | Sample source |
---|---|---|---|---|---|
SA341187 | ID_22 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341188 | ID_295 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341189 | ID_298 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341190 | ID_82 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341191 | ID_40 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341192 | ID_179 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341193 | ID_300 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341194 | ID_25 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341195 | ID_224 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341196 | ID_61 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341197 | ID_216 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341198 | ID_212 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341199 | ID_250 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341200 | ID_164 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341201 | ID_95 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341202 | ID_278 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341203 | ID_110 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341204 | ID_318 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341205 | ID_5 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341206 | ID_118 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341207 | ID_112 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341208 | ID_266 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341209 | ID_103 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341210 | ID_230 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341211 | ID_145 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341212 | ID_138 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341213 | ID_130 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341214 | ID_151 | non-recurrence | 0 | CQ+PQDHA+PQ422 | Plasma |
SA341215 | ID_47 | non-recurrence | 0 | CQ+PQ | Plasma |
SA341216 | ID_173 | non-recurrence | 0 | CQ+PQ | Plasma |
SA341217 | ID_120 | non-recurrence | 0 | CQ+PQ | Plasma |
SA341218 | ID_106 | non-recurrence | 0 | CQ+PQ | Plasma |
SA341219 | ID_99 | non-recurrence | 0 | CQ+PQ | Plasma |
SA341220 | ID_76 | non-recurrence | 0 | CQ+PQ | Plasma |
SA341221 | ID_56 | non-recurrence | 0 | CQ+PQ | Plasma |
SA341222 | ID_313 | non-recurrence | 0 | CQ+PQ | Plasma |
SA341223 | ID_275 | non-recurrence | 0 | CQ+PQ | Plasma |
SA341224 | ID_281 | non-recurrence | 0 | CQ+PQ | Plasma |
SA341225 | ID_248 | non-recurrence | 0 | DHA+PQ42 | Plasma |
SA341226 | ID_287 | non-recurrence | 0 | DHA+PQ42 | Plasma |
SA341227 | ID_185 | non-recurrence | 0 | DHA+PQ42 | Plasma |
SA341228 | ID_234 | non-recurrence | 0 | DHA+PQ42 | Plasma |
SA341229 | ID_17 | non-recurrence | 0 | DHA+PQ42 | Plasma |
SA341230 | ID_156 | non-recurrence | 0 | DHA+PQ42 | Plasma |
SA341231 | ID_192 | non-recurrence | 0 | DHA+PQ42 | Plasma |
SA341232 | ID_270 | non-recurrence | 0 | DHA+PQ42 | Plasma |
SA341233 | ID_128 | non-recurrence | 0 | DHA+PQ42 | Plasma |
SA341234 | ID_289 | non-recurrence | 0 | DHA+PQ42 | Plasma |
SA341235 | ID_3 | non-recurrence | 0 | DHA+PQ42 | Plasma |
SA341236 | ID_260 | non-recurrence | 0 | DHA+PQ42 | Plasma |
SA341237 | ID_161 | non-recurrence | 0 | DHA+PQ | Plasma |
SA341238 | ID_34 | non-recurrence | 0 | DHA+PQ | Plasma |
SA341239 | ID_301 | non-recurrence | 0 | DHA+PQ | Plasma |
SA341240 | ID_206 | non-recurrence | 0 | DHA+PQ | Plasma |
SA341241 | ID_310 | non-recurrence | 0 | DHA+PQ | Plasma |
SA341242 | ID_123 | non-recurrence | 0 | DHA+PQ | Plasma |
SA341243 | ID_243 | non-recurrence | 0 | DHA+PQ | Plasma |
SA341244 | ID_303 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341245 | ID_188 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341246 | ID_77 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341247 | ID_307 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341248 | ID_105 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341249 | ID_317 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341250 | ID_7 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341251 | ID_12 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341252 | ID_142 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341253 | ID_88 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341254 | ID_154 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341255 | ID_150 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341256 | ID_165 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341257 | ID_199 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341258 | ID_242 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341259 | ID_238 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341260 | ID_283 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341261 | ID_33 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341262 | ID_258 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341263 | ID_43 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341264 | ID_263 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341265 | ID_286 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341266 | ID_54 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341267 | ID_220 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341268 | ID_65 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341269 | ID_210 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341270 | ID_28 | non-recurrence | 6 | CQ+PQDHA+PQ422 | Plasma |
SA341271 | ID_204 | non-recurrence | 6 | CQ+PQ | Plasma |
SA341272 | ID_207 | non-recurrence | 6 | CQ+PQ | Plasma |
SA341273 | ID_314 | non-recurrence | 6 | CQ+PQ | Plasma |
SA341274 | ID_309 | non-recurrence | 6 | CQ+PQ | Plasma |
SA341275 | ID_9 | non-recurrence | 6 | CQ+PQ | Plasma |
SA341276 | ID_38 | non-recurrence | 6 | CQ+PQ | Plasma |
SA341277 | ID_132 | non-recurrence | 6 | CQ+PQ | Plasma |
SA341278 | ID_229 | non-recurrence | 6 | CQ+PQ | Plasma |
SA341279 | ID_127 | non-recurrence | 6 | CQ+PQ | Plasma |
SA341280 | ID_321 | non-recurrence | 6 | CQ+PQ | Plasma |
SA341281 | ID_71 | non-recurrence | 6 | DHA+PQ42 | Plasma |
SA341282 | ID_195 | non-recurrence | 6 | DHA+PQ42 | Plasma |
SA341283 | ID_268 | non-recurrence | 6 | DHA+PQ42 | Plasma |
SA341284 | ID_280 | non-recurrence | 6 | DHA+PQ42 | Plasma |
SA341285 | ID_62 | non-recurrence | 6 | DHA+PQ42 | Plasma |
SA341286 | ID_172 | non-recurrence | 6 | DHA+PQ42 | Plasma |
Collection:
Collection ID: | CO003266 |
Collection Summary: | Individuals with P. vivax were admitted at the Fundação de Medicina Tropical Dr. Heitor Vieira Dourado (FMT-HVD), a reference center for infectious diseases located in Manaus, Western Brazilian Amazon. At inclusion into the CURAVIVAX study, patient socio-demographic data including sex, age, weight, body-mass index and ethnicity was captured. Laboratory analyses were done at pre-treatment through the treatment days and follow-up including the day of recurrence. Patients of both sexes, aged > 6 months, body weight ≥ 5 kg, with symptomatic P. vivax monoinfection, parasite density between 100 and 100,000 parasites/ µL were included. Exclusion criteria included the use of antimalarials in the last 60 days, mixed Plasmodium infections especially P. falciparum, pregnancy, or lactation and concomitant or underlying diseases. Patients with dengue and other febrile diseases were excluded during screening. After confirmation of malaria vivax by thick blood smears, whole blood and plasma samples were collected, aliquoted and stored at -80OC until needed for analysis. Plasma samples for day of inclusion and before treatment (D0), day six (D6), day ninety (D90) and recurrence day (DR) were used for this study. |
Sample Type: | Blood (plasma) |
Storage Conditions: | -80℃ |
Treatment:
Treatment ID: | TR003282 |
Treatment Summary: | Patients were randomly assigned to one of four treatment groups: Group1- chloroquine (CQ) for 3 days + primaquine (PQ) for 14 days (0.50mg/kg/day) concurrently. Group 2 - dihydroartemisinin/piperaquine (DHA/PPQ) for 3 days + PQ for 14 days (0.50mg/kg/day) concurrently, Group 3 - CQ for 3 days + PQ for 14 days (0.50mg/kg/day) starting on day 42 after the initial CQ, and Group 4 - DHA/PPQ for 3 days + PQ for 14 days (0.50mg/kg/day) starting on day 42 after the initial DHA/PPQ. |
Sample Preparation:
Sampleprep ID: | SP003280 |
Sampleprep Summary: | Metabolites were extracted from 150 µL of sample (plasma EDTA), which was mixed with acetonitrile (2:1, v/v; -5 °C) and centrifuged at 15,000 rpm for 15 min to remove proteins. Stable isotopes caffeine-¹³C3, tyrosine-15N and progesterone-d9 were used as internal standards. |
Combined analysis:
Analysis ID | AN005177 |
---|---|
Analysis type | MS |
Chromatography type | Reversed phase |
Chromatography system | Agilent 1220 Infinity |
Column | Agilent ZORBAX Eclipse Plus C18 (100 x 4.6mm,3.5um) |
MS Type | ESI |
MS instrument type | Orbitrap |
MS instrument name | Thermo Q Exactive Orbitrap |
Ion Mode | POSITIVE |
Units | normalized intensity |
Chromatography:
Chromatography ID: | CH003916 |
Chromatography Summary: | The binary mobile phases were water 0.5% formic acid with 5 mM of ammonium formate (A), and acetonitrile (B). Their gradient elution started with 20% (B) for 5 min, then linearly increased to 100% (B) in 30 min and kept constant for 8 min in 100% (B). The eluent was restored to the initial conditions in 4 minutes to re-equilibrate the column and held for the remaining 8 minutes. The flow rate was kept at 0.5 mL min-1. The injection volume for analysis was 3 μL, and the column temperature was set at 35 °C. |
Instrument Name: | Agilent 1220 Infinity |
Column Name: | Agilent ZORBAX Eclipse Plus C18 (100 x 4.6mm,3.5um) |
Column Temperature: | 35 |
Flow Gradient: | gradient elution started with 20% (B) for 5 min, then linearly increased to 100% (B) in 30 min and kept constant for 8 min in 100% (B). The eluent was restored to the initial conditions in 4 minutes to re-equilibrate the column and held for the remaining 8 minutes. |
Flow Rate: | 0.5 mL/min |
Solvent A: | 100% water; 0.5% formic acid; 5 mM of ammonium formate |
Solvent B: | 100% acetonitrile |
Chromatography Type: | Reversed phase |
MS:
MS ID: | MS004911 |
Analysis ID: | AN005177 |
Instrument Name: | Thermo Q Exactive Orbitrap |
Instrument Type: | Orbitrap |
MS Type: | ESI |
MS Comments: | The electrospray ionization was operating with the following settings: spray voltage 3.5 kV; capillary temperature: 269 °C; S-lens RF level 50 V; sheath gas flow rate at 53 L min-1; aux gas flow rate at 14 L min-1; sweep gas flow rate 3 L min-1. The high-resolution mass-spectrometry was obtained under full MS/dd-MS2 mode. The mass range in the full MS scanning experiments was m/z 80-1200. The max IT was set at 200 ms, and AGC target was set at 1 x 106. Resolving power was set at 140,000. |
Ion Mode: | POSITIVE |