Pair your accounts.

Export articles to Mendeley

Get article recommendations from ACS based on references in your Mendeley library.

Pair your accounts.

Export articles to Mendeley

Get article recommendations from ACS based on references in your Mendeley library.

You’ve supercharged your research process with ACS and Mendeley!

STEP 1:
Click to create an ACS ID

Please note: If you switch to a different device, you may be asked to login again with only your ACS ID.

Please note: If you switch to a different device, you may be asked to login again with only your ACS ID.

Please note: If you switch to a different device, you may be asked to login again with only your ACS ID.

MENDELEY PAIRING EXPIRED
Your Mendeley pairing has expired. Please reconnect
ACS Publications. Most Trusted. Most Cited. Most Read
Integrated, Nontargeted Ultrahigh Performance Liquid Chromatography/Electrospray Ionization Tandem Mass Spectrometry Platform for the Identification and Relative Quantification of the Small-Molecule Complement of Biological Systems
My Activity
    Article

    Integrated, Nontargeted Ultrahigh Performance Liquid Chromatography/Electrospray Ionization Tandem Mass Spectrometry Platform for the Identification and Relative Quantification of the Small-Molecule Complement of Biological Systems
    Click to copy article linkArticle link copied!

    View Author Information
    Metabolon, Incorporated, 800 Capitola Drive, Suite 1, Durham, North Carolina 27713
    * To whom correspondence should be addressed. E-mail: [email protected]. Fax: 919-572-1721.
    Other Access OptionsSupporting Information (1)

    Analytical Chemistry

    Cite this: Anal. Chem. 2009, 81, 16, 6656–6667
    Click to copy citationCitation copied!
    https://doi.org/10.1021/ac901536h
    Published July 22, 2009
    Copyright © 2009 American Chemical Society

    Abstract

    Click to copy section linkSection link copied!

    To address the challenges associated with metabolomics analyses, such as identification of chemical structures and elimination of experimental artifacts, we developed a platform that integrated the chemical analysis, including identification and relative quantification, data reduction, and quality assurance components of the process. The analytical platform incorporated two separate ultrahigh performance liquid chromatography/tandem mass spectrometry (UHPLC/MS/MS2) injections; one injection was optimized for basic species, and the other was optimized for acidic species. This approach permitted the detection of 339 small molecules, a total instrument analysis time of 24 min (two injections at 12 min each), while maintaining a median process variability of 9%. The resulting MS/MS2 data were searched against an in-house generated authentic standard library that included retention time, molecular weight (m/z), preferred adducts, and in-source fragments as well as their associated MS/MS spectra for all molecules in the library. The library allowed the rapid and high-confidence identification of the experimentally detected molecules based on a multiparameter match without need for additional analyses. This integrated platform enabled the high-throughput collection and relative quantitative analysis of analytical data and identified a large number and broad spectrum of molecules with a high degree of confidence.

    Copyright © 2009 American Chemical Society

    Read this article

    To access this article, please review the available access options below.

    Get instant access

    Purchase Access

    Read this article for 48 hours. Check out below using your ACS ID or as a guest.

    Recommended

    Access through Your Institution

    You may have access to this article through your institution.

    Your institution does not have access to this content. Add or change your institution or let them know you’d like them to include access.

    Supporting Information

    Click to copy section linkSection link copied!

    Additional information as noted in text. This material is available free of charge via the Internet at http://pubs.acs.org.

    Terms & Conditions

    Most electronic Supporting Information files are available without a subscription to ACS Web Editions. Such files may be downloaded by article for research use (if there is a public use license linked to the relevant article, that license may permit other uses). Permission may be obtained from ACS for other uses through requests via the RightsLink permission system: http://pubs.acs.org/page/copyright/permissions.html.

    Cited By

    Click to copy section linkSection link copied!

    This article is cited by 1076 publications.

    1. Nazrul Islam, Hari B. Krishnan, Janet Slovin, Savithiry Natarajan. Metabolic Profiling of a Fast Neutron Soybean Mutant Reveals an Increased Abundance of Isoflavones. Journal of Agricultural and Food Chemistry 2023, 71 (26) , 9994-10003. https://doi.org/10.1021/acs.jafc.3c01493
    2. Qing Cheng, Qing Qing Liu, Kaiye Li, Chi-Hsuan Chang, Chensheng Alex Lu. Assessing Dietary Pesticide Intake and Potential Health Effects: The Application of Global Metabolomics Analysis. Journal of Agricultural and Food Chemistry 2022, 70 (13) , 4086-4091. https://doi.org/10.1021/acs.jafc.1c08050
    3. Magalí Palau-Rodriguez, Anna Marco-Ramell, Patricia Casas-Agustench, Sara Tulipani, Antonio Miñarro, Alex Sanchez-Pla, Mora Murri, Francisco J. Tinahones, Cristina Andres-Lacueva. Visceral Adipose Tissue Phospholipid Signature of Insulin Sensitivity and Obesity. Journal of Proteome Research 2021, 20 (5) , 2410-2419. https://doi.org/10.1021/acs.jproteome.0c00918
    4. Iqbal Mahmud, Timothy J. Garrett. Mass Spectrometry Techniques in Emerging Pathogens Studies: COVID-19 Perspectives. Journal of the American Society for Mass Spectrometry 2020, 31 (10) , 2013-2024. https://doi.org/10.1021/jasms.0c00238
    5. Shu-Jian Zheng, Shi-Jie Liu, Quan-Fei Zhu, Ning Guo, Ya-Lan Wang, Bi-Feng Yuan, Yu-Qi Feng. Establishment of Liquid Chromatography Retention Index Based on Chemical Labeling for Metabolomic Analysis. Analytical Chemistry 2018, 90 (14) , 8412-8420. https://doi.org/10.1021/acs.analchem.8b00901
    6. Nicholas Alden, Smitha Krishnan, Vladimir Porokhin, Ravali Raju, Kyle McElearney, Alan Gilbert, and Kyongbum Lee . Biologically Consistent Annotation of Metabolomics Data. Analytical Chemistry 2017, 89 (24) , 13097-13104. https://doi.org/10.1021/acs.analchem.7b02162
    7. Peter Buchwald, Alejandro Tamayo-Garcia, Sivapriya Ramamoorthy, Marta Garcia-Contreras, Armando J. Mendez, and Camillo Ricordi . Comprehensive Metabolomics Study To Assess Longitudinal Biochemical Changes and Potential Early Biomarkers in Nonobese Diabetic Mice That Progress to Diabetes. Journal of Proteome Research 2017, 16 (10) , 3873-3890. https://doi.org/10.1021/acs.jproteome.7b00512
    8. Rui Shi, Xing Dai, Weifeng Li, Fang Lu, Yang Liu, Huihua Qu, Hao Li, Qiongyang Chen, He Tian, Enhui Wu, Yong Wang, Ruhong Zhou, Shuit-Tong Lee, Yeshayahu Lifshitz, Zhenhui Kang, and Jian Liu . Hydroxyl-Group-Dominated Graphite Dots Reshape Laser Desorption/Ionization Mass Spectrometry for Small Biomolecular Analysis and Imaging. ACS Nano 2017, 11 (9) , 9500-9513. https://doi.org/10.1021/acsnano.7b05328
    9. David C. Nieman, Sivapriya Ramamoorthy, Colin D. Kay, Courtney L. Goodman, Christopher R. Capps, Zack L. Shue, Nicole Heyl, Mary H. Grace, and Mary A. Lila . Influence of Ingesting a Flavonoid-Rich Supplement on the Metabolome and Concentration of Urine Phenolics in Overweight/Obese Women. Journal of Proteome Research 2017, 16 (8) , 2924-2935. https://doi.org/10.1021/acs.jproteome.7b00196
    10. Weijuan Tang, Jan Hazebroek, Cathy Zhong, Teresa Harp, Chris Vlahakis, Brian Baumhover, and Vincent Asiago . Effect of Genetics, Environment, and Phenotype on the Metabolome of Maize Hybrids Using GC/MS and LC/MS. Journal of Agricultural and Food Chemistry 2017, 65 (25) , 5215-5225. https://doi.org/10.1021/acs.jafc.7b00456
    11. Marta Garcia-Contreras, Alejandro Tamayo-Garcia, Kirk L. Pappan, Gregory A. Michelotti, Cherie L. Stabler, Camillo Ricordi, and Peter Buchwald . Metabolomics Study of the Effects of Inflammation, Hypoxia, and High Glucose on Isolated Human Pancreatic Islets. Journal of Proteome Research 2017, 16 (6) , 2294-2306. https://doi.org/10.1021/acs.jproteome.7b00160
    12. David C. Nieman, Wei Sha, and Kirk L. Pappan . IL-6 Linkage to Exercise-Induced Shifts in Lipid-Related Metabolites: A Metabolomics-Based Analysis. Journal of Proteome Research 2017, 16 (2) , 970-977. https://doi.org/10.1021/acs.jproteome.6b00892
    13. Heather A. Howell Wescott, David M. Roberts, Christian L. Allebach, Rachel Kokoczka, and Tanya Parish . Imidazoles Induce Reactive Oxygen Species in Mycobacterium tuberculosis Which Is Not Associated with Cell Death. ACS Omega 2017, 2 (1) , 41-51. https://doi.org/10.1021/acsomega.6b00212
    14. Patricia Martorell, Silvia Llopis, Nuria González, Empar Chenoll, Noemi López-Carreras, Amaya Aleixandre, Yang Chen, Edwuard D. Karoly, Daniel Ramón, and Salvador Genovés . Probiotic Strain Bifidobacterium animalis subsp. lactis CECT 8145 Reduces Fat Content and Modulates Lipid Metabolism and Antioxidant Response in Caenorhabditis elegans. Journal of Agricultural and Food Chemistry 2016, 64 (17) , 3462-3472. https://doi.org/10.1021/acs.jafc.5b05934
    15. Noha A. Yousri, Gabi Kastenmüller, Wessam G. AlHaq, Rolf Holle, Stefan Kääb, Robert P. Mohney, Christian Gieger, Annette Peters, Jerzy Adamski, Karsten Suhre, and Thurayya Arayssi . Diagnostic and Prognostic Metabolites Identified for Joint Symptoms in the KORA Population. Journal of Proteome Research 2016, 15 (2) , 554-562. https://doi.org/10.1021/acs.jproteome.5b00951
    16. David C. Nieman, Nicholas D. Gillitt, Wei Sha, Mary Pat Meaney, Casey John, Kirk L. Pappan, and Jason M. Kinchen . Metabolomics-Based Analysis of Banana and Pear Ingestion on Exercise Performance and Recovery. Journal of Proteome Research 2015, 14 (12) , 5367-5377. https://doi.org/10.1021/acs.jproteome.5b00909
    17. Emma L. James, Ryan D. Michalek, Gayani N. Pitiyage, Alice M. de Castro, Katie S. Vignola, Janice Jones, Robert P. Mohney, Edward D. Karoly, Stephen S. Prime, and Eric Kenneth Parkinson . Senescent Human Fibroblasts Show Increased Glycolysis and Redox Homeostasis with Extracellular Metabolomes That Overlap with Those of Irreparable DNA Damage, Aging, and Disease. Journal of Proteome Research 2015, 14 (4) , 1854-1871. https://doi.org/10.1021/pr501221g
    18. Huizhuan Yan, Mi-Jeong Yoo, Jin Koh, Lihong Liu, Yazhou Chen, Dogukan Acikgoz, Qiaomei Wang, and Sixue Chen . Molecular Reprogramming of Arabidopsis in Response to Perturbation of Jasmonate Signaling. Journal of Proteome Research 2014, 13 (12) , 5751-5766. https://doi.org/10.1021/pr500739v
    19. JoMay Chow, Matthew R. Panasevich, Danny Alexander, Brittany M. Vester Boler, Mariana C. Rossoni Serao, Trevor A. Faber, Laura L. Bauer, and George C. Fahey . Fecal Metabolomics of Healthy Breast-Fed versus Formula-Fed Infants before and during In Vitro Batch Culture Fermentation. Journal of Proteome Research 2014, 13 (5) , 2534-2542. https://doi.org/10.1021/pr500011w
    20. Leslie P. Silva, Philip L. Lorenzi, Preeti Purwaha, Valeda Yong, David H. Hawke, and John N. Weinstein . Measurement of DNA Concentration as a Normalization Strategy for Metabolomic Data from Adherent Cell Lines. Analytical Chemistry 2013, 85 (20) , 9536-9542. https://doi.org/10.1021/ac401559v
    21. David C. Nieman, R. Andrew Shanely, Nicholas D. Gillitt, Kirk L. Pappan, and Mary Ann Lila . Serum Metabolic Signatures Induced By a Three-Day Intensified Exercise Period Persist After 14 h of Recovery in Runners. Journal of Proteome Research 2013, 12 (10) , 4577-4584. https://doi.org/10.1021/pr400717j
    22. Naomi L. Kuehnbaum and Philip Britz-McKibbin . New Advances in Separation Science for Metabolomics: Resolving Chemical Diversity in a Post-Genomic Era. Chemical Reviews 2013, 113 (4) , 2437-2468. https://doi.org/10.1021/cr300484s
    23. Kwang-Youl Kim, Hyoe-Jin Joo, Hye-Won Kwon, Heekyeong Kim, William S. Hancock, and Young-Ki Paik . Development of a Method to Quantitate Nematode Pheromone for Study of Small-Molecule Metabolism in Caenorhabditis elegans. Analytical Chemistry 2013, 85 (5) , 2681-2688. https://doi.org/10.1021/ac4001964
    24. Toshio Iwaki, Lining Guo, John A. Ryals, Syuhei Yasuda, Takayoshi Shimazaki, Akira Kikuchi, Kazuo N. Watanabe, Mie Kasuga, Kazuko Yamaguchi-Shinozaki, Takumi Ogawa, and Daisaku Ohta . Metabolic Profiling of Transgenic Potato Tubers Expressing Arabidopsis Dehydration Response Element-Binding Protein 1A (DREB1A). Journal of Agricultural and Food Chemistry 2013, 61 (4) , 893-900. https://doi.org/10.1021/jf304071n
    25. Xue Ming, T. Peter Stein, Virginia Barnes, Nelson Rhodes, and Lining Guo . Metabolic Perturbance in Autism Spectrum Disorders: A Metabolomics Study. Journal of Proteome Research 2012, 11 (12) , 5856-5862. https://doi.org/10.1021/pr300910n
    26. L. Mark Hall, Lowell H. Hall, Tzipporah M. Kertesz, Dennis W. Hill, Thomas R. Sharp, Edward Z. Oblak, Ying W. Dong, David S. Wishart, Ming-Hui Chen, and David F. Grant . Development of Ecom50 and Retention Index Models for Nontargeted Metabolomics: Identification of 1,3-Dicyclohexylurea in Human Serum by HPLC/Mass Spectrometry. Journal of Chemical Information and Modeling 2012, 52 (5) , 1222-1237. https://doi.org/10.1021/ci300092s
    27. Liyan Chen, Lei Zhou, Eric C.Y. Chan, Jason Neo, and Roger W. Beuerman . Characterization of The Human Tear Metabolome by LC–MS/MS. Journal of Proteome Research 2011, 10 (10) , 4876-4882. https://doi.org/10.1021/pr2004874
    28. Fengguo Xu, Li Zou and Choon Nam Ong . Multiorigination of Chromatographic Peaks in Derivatized GC/MS Metabolomics: A Confounder That Influences Metabolic Pathway Interpretation. Journal of Proteome Research 2009, 8 (12) , 5657-5665. https://doi.org/10.1021/pr900738b
    29. Jingwen Hu, George S. Melchor, Dimitrios Ladakis, Joan Reger, Hee Won Kim, Kelly A. Chamberlain, Nataliia V. Shults, Helena C. Oft, Victoria N. Smith, Lauren M. Rosko, Erqiu Li, Maryna Baydyuk, Meng-Meng Fu, Pavan Bhargava, Jeffrey K. Huang. Myeloid cell-associated aromatic amino acid metabolism facilitates CNS myelin regeneration. npj Regenerative Medicine 2024, 9 (1) https://doi.org/10.1038/s41536-023-00345-9
    30. Ying Zhang, Bing Yu, Qibin Qi, Ali Azarbarzin, Han Chen, Neomi A. Shah, Alberto R. Ramos, Phyllis C. Zee, Jianwen Cai, Martha L. Daviglus, Eric Boerwinkle, Robert Kaplan, Peter Y. Liu, Susan Redline, Tamar Sofer. Metabolomic profiles of sleep-disordered breathing are associated with hypertension and diabetes mellitus development. Nature Communications 2024, 15 (1) https://doi.org/10.1038/s41467-024-46019-y
    31. Ameya S. Walimbe, Keren Machol, Stephen F. Kralik, Elizabeth A. Mizerik, Yoel Gofin, Mir Reza Bekheirnia, Charul Gijavanekar, Sarah H. Elsea, Lisa T. Emrick, Fernando Scaglia. Expanded clinical phenotype and untargeted metabolomics analysis in RARS2-related mitochondrial disorder: a case report. BMC Neurology 2024, 24 (1) https://doi.org/10.1186/s12883-024-03571-w
    32. Maria Questa, Bart C. Weimer, Oliver Fiehn, Betty Chow, Steve L. Hill, Mark R. Ackermann, Jonathan A. Lidbury, Joerg M. Steiner, Jan S. Suchodolski, Sina Marsilio. Unbiased serum metabolomic analysis in cats with naturally occurring chronic enteropathies before and after medical intervention. Scientific Reports 2024, 14 (1) https://doi.org/10.1038/s41598-024-57004-2
    33. C. M. Whitfield-Cargile, H. C. Chung, M. C. Coleman, N. D. Cohen, A. M. Chamoun-Emanuelli, I. Ivanov, J. S. Goldsby, L. A. Davidson, I. Gaynanova, Y. Ni, R. S. Chapkin. Integrated analysis of gut metabolome, microbiome, and exfoliome data in an equine model of intestinal injury. Microbiome 2024, 12 (1) https://doi.org/10.1186/s40168-024-01785-1
    34. Nilanjana Ghosh, Carl Lejonberg, Tomasz Czuba, Koen Dekkers, Richard Robinson, Johan Ärnlöv, Olle Melander, Maya Landenhed Smith, Anne M. Evans, Olof Gidlöf, Robert E. Gerszten, Lars Lind, Gunnar Engström, Tove Fall, J. Gustav Smith. Analysis of plasma metabolomes from 11 309 subjects in five population-based cohorts. Scientific Reports 2024, 14 (1) https://doi.org/10.1038/s41598-024-59388-7
    35. Xiaofei Guo, Yi Fang, Rong Liang, Xiangyu Wang, Jinlong Zhang, Chunxiao Dong, Biao Wang, Yu Liu, Mingxing Chu, Xiaoshen Zhang, Rongzhen Zhong. Single-cell RNA-seq reveals the effects of the FecB mutation on the transcriptome profile in ovine cumulus cells. Scientific Reports 2024, 14 (1) https://doi.org/10.1038/s41598-024-64001-y
    36. Kui Deng, Meng Xu, Melis Sahinoz, Qiuyin Cai, Martha J. Shrubsole, Loren Lipworth, Deepak K. Gupta, Debra D. Dixon, Wei Zheng, Ravi Shah, Danxia Yu. Associations of neighborhood sociodemographic environment with mortality and circulating metabolites among low-income black and white adults living in the southeastern United States. BMC Medicine 2024, 22 (1) https://doi.org/10.1186/s12916-024-03452-6
    37. Ziyin Tang, Donghai Liang, Emily L. Deubler, Jeremy A. Sarnat, Sabrina S. Chow, W. Ryan Diver, Ying Wang. Lung cancer metabolomics: a pooled analysis in the Cancer Prevention Studies. BMC Medicine 2024, 22 (1) https://doi.org/10.1186/s12916-024-03473-1
    38. Akram A. Da’dara, Catherine S. Nation, Patrick J. Skelly. Metabolism of FAD, FMN and riboflavin (vitamin B2) in the human parasitic blood fluke Schistosoma mansoni. BMC Infectious Diseases 2024, 24 (1) https://doi.org/10.1186/s12879-024-09538-z
    39. Jamil Alenbawi, Yasser A. Al-Sarraj, Umm-Kulthum I. Umlai, Ayat Kadhi, Nagham N. Hendi, Georges Nemer, Omar M. E. Albagha. Genome-wide association study and meta-analysis of phytosterols identifies a novel locus for serum levels of campesterol. Human Genomics 2024, 18 (1) https://doi.org/10.1186/s40246-024-00649-x
    40. Anna Halama, Shaza Zaghlool, Gaurav Thareja, Sara Kader, Wadha Al Muftah, Marjonneke Mook-Kanamori, Hina Sarwath, Yasmin Ali Mohamoud, Nisha Stephan, Sabine Ameling, Maja Pucic Baković, Jan Krumsiek, Cornelia Prehn, Jerzy Adamski, Jochen M. Schwenk, Nele Friedrich, Uwe Völker, Manfred Wuhrer, Gordan Lauc, S. Hani Najafi-Shoushtari, Joel A. Malek, Johannes Graumann, Dennis Mook-Kanamori, Frank Schmidt, Karsten Suhre. A roadmap to the molecular human linking multiomics with population traits and diabetes subtypes. Nature Communications 2024, 15 (1) https://doi.org/10.1038/s41467-024-51134-x
    41. Tadao Ooka, Naoto Usuyama, Ryohei Shibata, Michihito Kyo, Jonathan M. Mansbach, Zhaozhong Zhu, Carlos A. Camargo, Kohei Hasegawa. Integrated-omics analysis with explainable deep networks on pathobiology of infant bronchiolitis. npj Systems Biology and Applications 2024, 10 (1) https://doi.org/10.1038/s41540-024-00420-x
    42. Annalise Schweickart, Kelsey Chetnik, Richa Batra, Rima Kaddurah-Daouk, Karsten Suhre, Anna Halama, Jan Krumsiek. AutoFocus: a hierarchical framework to explore multi-omic disease associations spanning multiple scales of biomolecular interaction. Communications Biology 2024, 7 (1) https://doi.org/10.1038/s42003-024-06724-2
    43. G. R. van der Ploeg, B. W. Brandt, B. J. F. Keijser, M. H. van der Veen, C. M. C. Volgenant, E. Zaura, A. K. Smilde, J. A. Westerhuis, A. Heintz-Buschart. Multi-way modelling of oral microbial dynamics and host-microbiome interactions during induced gingivitis. npj Biofilms and Microbiomes 2024, 10 (1) https://doi.org/10.1038/s41522-024-00565-x
    44. Elias Björnson, Dimitrios Samaras, Malin Levin, Fredrik Bäckhed, Göran Bergström, Anders Gummesson. The impact of steatotic liver disease on coronary artery disease through changes in the plasma lipidome. Scientific Reports 2024, 14 (1) https://doi.org/10.1038/s41598-024-73406-8
    45. Christina Savva, Ivan Vlassakev, Blynn G. Bunney, William E. Bunney, Lucas Massier, Marcus Seldin, Paolo Sassone-Corsi, Paul Petrus, Shogo Sato. Resilience to Chronic Stress Is Characterized by Circadian Brain-Liver Coordination. Biological Psychiatry Global Open Science 2024, 4 (6) , 100385. https://doi.org/10.1016/j.bpsgos.2024.100385
    46. Deborah Carper, Marlène Lac, Marine Coue, Axel Labour, Andre Märtens, Jorge Alberto Ayala Banda, Laurène Mazeyrie, Mie Mechta, Lars Roed Ingerslev, Mohamed Elhadad, Justine Vily Petit, Claire Maslo, Laurent Monbrun, Peggy Del Carmine, Yannis Sainte-Marie, Virginie Bourlier, Claire Laurens, Gilles Mithieux, Denis R. Joanisse, Charles Coudray, Christine Feillet-Coudray, Emilie Montastier, Nathalie Viguerie, Geneviève Tavernier, Melanie Waldenberger, Annette Peters, Rui Wang-Sattler, Jerzy Adamski, Karsten Suhre, Christian Gieger, Gabi Kastenmüller, Thomas Illig, Ralf Lichtinghagen, Jochen Seissler, Remy Mounier, Karsten Hiller, Jens Jordan, Romain Barrès, Michaela Kuhn, Dominik Pesta, Cedric Moro. Loss of atrial natriuretic peptide signaling causes insulin resistance, mitochondrial dysfunction, and low endurance capacity. Science Advances 2024, 10 (41) https://doi.org/10.1126/sciadv.adl4374
    47. David Rizo-Roca, Dimitrius Santiago P. S. F. Guimarães, Logan A. Pendergrast, Nicolas Di Leo, Alexander V. Chibalin, Salwan Maqdasy, Mikael Rydén, Erik Näslund, Juleen R. Zierath, Anna Krook. Decreased mitochondrial creatine kinase 2 impairs skeletal muscle mitochondrial function independently of insulin in type 2 diabetes. Science Translational Medicine 2024, 16 (768) https://doi.org/10.1126/scitranslmed.ado3022
    48. Clara Oliva Mussarra, Judit García-Villoria. Metabolomic Diagnostic in Inherited Metabolic Disorders: Historical Progress and Future Perspectives. 2024https://doi.org/10.5772/intechopen.1006583
    49. Samuel Muli, Maike E Schnermann, Mira Merdas, Jodi Rattner, David Achaintre, Ines Perrar, Jantje Goerdten, Ute Alexy, Augustin Scalbert, Matthias Schmid, Anna Floegel, Pekka Keski-Rahkonen, Kolade Oluwagbemigun, Ute Nöthlings. Metabolomics signatures of sweetened beverages and added sugar are related to anthropometric measures of adiposity in young individuals: results from a cohort study. The American Journal of Clinical Nutrition 2024, 120 (4) , 879-890. https://doi.org/10.1016/j.ajcnut.2024.07.021
    50. Pietro Manuel Ferraro, Yukun Li, Raji Balasubramanian, Gary C. Curhan, Eric N. Taylor. The Plasma Metabolome and Risk of Incident Kidney Stones. Journal of the American Society of Nephrology 2024, 35 (10) , 1412-1421. https://doi.org/10.1681/ASN.0000000000000421
    51. Amrita Vijay, Anthony Kelly, Suzanne Miller, Melanie Marshall, Althea Alonso, Afroditi Kouraki, Catherine Probert, Elizabeth J. Simpson, Ana M. Valdes. Supplementation with Citrus Low-Methoxy Pectin Reduces Levels of Inflammation and Anxiety in Healthy Volunteers: A Pilot Controlled Dietary Intervention Study. Nutrients 2024, 16 (19) , 3326. https://doi.org/10.3390/nu16193326
    52. Zhila Semnani‐Azad, Mohammad L. Rahman, Melina Arguin, Myriam Doyon, Patrice Perron, Luigi Bouchard, Marie‐France Hivert. Plasma metabolomic profile of adiposity and body composition in childhood: The Genetics of Glucose regulation in Gestation and Growth cohort. Pediatric Obesity 2024, 19 (9) https://doi.org/10.1111/ijpo.13149
    53. Laura van Rosmalen, Jiaoyue Zhu, Geraldine Maier, Erica G. Gacasan, Terry Lin, Elena Zhemchuzhnikova, Vince Rothenberg, Swithin Razu, Shaunak Deota, Ramesh K. Ramasamy, Robert L. Sah, Andrew D. McCulloch, Roelof A. Hut, Satchidananda Panda. Multi-organ transcriptome atlas of a mouse model of relative energy deficiency in sport. Cell Metabolism 2024, 36 (9) , 2015-2037.e6. https://doi.org/10.1016/j.cmet.2024.08.001
    54. Jungeun Lim, Hyokyoung G. Hong, Jiaqi Huang, Rachael Stolzenberg-Solomon, Alison M. Mondul, Stephanie J. Weinstein, Demetrius Albanes. Serum Erythritol and Risk of Overall and Cause-Specific Mortality in a Cohort of Men. Nutrients 2024, 16 (18) , 3099. https://doi.org/10.3390/nu16183099
    55. Danielle E. Haslam, Liming Liang, Kai Guo, Marijulie Martínez-Lozano, Cynthia M. Pérez, Chih-Hao Lee, Evangelia Morou-Bermudez, Clary Clish, David T. W. Wong, JoAnn E. Manson, Frank B. Hu, Meir J. Stampfer, Kaumudi Joshipura, Shilpa N. Bhupathiraju. Discovery and validation of plasma, saliva and multi-fluid plasma–saliva metabolomic scores predicting insulin resistance and diabetes progression or regression among Puerto Rican adults. Diabetologia 2024, 67 (9) , 1838-1852. https://doi.org/10.1007/s00125-024-06169-6
    56. Hongjian Kang, Jixia Wang, Yanfang Liu, Feifei Huang, Han Zhou, Xiaomin Xie, Qing Xu, Xinmiao Liang, Xingya Xue. Integrating UPLC-MS/MS with in Silico and in Vitro Screening Accelerates the Discovery of Active Compounds in Stephania epigaea. Journal of Pharmaceutical and Biomedical Analysis 2024, 248 , 116289. https://doi.org/10.1016/j.jpba.2024.116289
    57. Chen Zhao, Kuan-Jui Su, Chong Wu, Xuewei Cao, Qiuying Sha, Wu Li, Zhe Luo, Tian Qing, Chuan Qiu, Lan Juan Zhao, Anqi Liu, Lindong Jiang, Xiao Zhang, Hui Shen, Weihua Zhou, Hong-Wen Deng. Multi-scale variational autoencoder for imputation of missing values in untargeted metabolomics using whole-genome sequencing data. Computers in Biology and Medicine 2024, 179 , 108813. https://doi.org/10.1016/j.compbiomed.2024.108813
    58. Samuel Muli, Annika Blumenthal, Christina-Alexandra Conzen, Maike Elena Benz, Ute Alexy, Matthias Schmid, Pekka Keski-Rahkonen, Anna Floegel, Ute Nöthlings. Association of Ultraprocessed Foods Intake with Untargeted Metabolomics Profiles in Adolescents and Young Adults in the DONALD Cohort Study. The Journal of Nutrition 2024, 99 https://doi.org/10.1016/j.tjnut.2024.09.023
    59. Paloma Moreno, Yuuki Ohara, Amanda J Craig, Huaitian Liu, Shouhui Yang, Tiffany H Dorsey, Lin Zhang, Gatikrushna Panigrahi, Helen Cawley, Azadeh Azizian, Jochen Gaedcke, Michael Ghadimi, Nader Hanna, S Perwez Hussain. ADRA2A promotes the classical/progenitor subtype and reduces disease aggressiveness of pancreatic cancer. Carcinogenesis 2024, 73 https://doi.org/10.1093/carcin/bgae056
    60. Zicheng Wang, Danielle E. Haslam, Caleigh M. Sawicki, Sona Rivas‐Tumanyan, Frank B. Hu, Liming Liang, David T. W. Wong, Kaumudi J. Joshipura, Shilpa N. Bhupathiraju. Saliva, Plasma, and Multifluid Metabolomic Signatures of Periodontal Disease, Type 2 Diabetes Progression, and Markers of Glycemia and Dyslipidemia Among Puerto Rican Adults With Overweight and Obesity. Journal of the American Heart Association 2024, 13 (15) https://doi.org/10.1161/JAHA.123.033350
    61. Yuuki Ohara, Huaitian Liu, Amanda J. Craig, Shouhui Yang, Paloma Moreno, Tiffany H. Dorsey, Helen Cawley, Azadeh Azizian, Jochen Gaedcke, Michael Ghadimi, Nader Hanna, Stefan Ambs, S. Perwez Hussain. ELAPOR1 induces the classical/progenitor subtype and contributes to reduced disease aggressiveness through metabolic reprogramming in pancreatic cancer. International Journal of Cancer 2024, 155 (3) , 569-581. https://doi.org/10.1002/ijc.34960
    62. Oskar Munk Kronik, Jan H. Christensen, Nikoline Juul Nielsen. Instrumental and theoretical advancements in pulsed elution-LC × LC: Investigation of pulse parameters and application to wastewater effluent. Journal of Chromatography A 2024, 1730 , 465079. https://doi.org/10.1016/j.chroma.2024.465079
    63. Sona Rivas-Tumanyan, Lorena S. Pacheco, Danielle E. Haslam, Evangelia Morou-Bermudez, Liming Liang, Katherine L. Tucker, Kaumudi J. Joshipura, Shilpa N. Bhupathiraju. Branched-Chain and Aromatic Amino Acids, Type 2 Diabetes, and Cardiometabolic Risk Factors among Puerto Rican Adults. Nutrients 2024, 16 (15) , 2562. https://doi.org/10.3390/nu16152562
    64. Eric An, Desiree R. Delgadillo, Jennifer Yang, Rishabh Agarwal, Jennifer S. Labus, Shrey Pawar, Madelaine Leitman, Lisa A. Kilpatrick, Ravi R. Bhatt, Priten Vora, Allison Vaughan, Tien S. Dong, Arpana Gupta. Stress-resilience impacts psychological wellbeing as evidenced by brain–gut microbiome interactions. Nature Mental Health 2024, 2 (8) , 935-950. https://doi.org/10.1038/s44220-024-00266-6
    65. Kui Deng, Deepak K. Gupta, Xiao-Ou Shu, Loren Lipworth, Wei Zheng, Hui Cai, Qiuyin Cai, Danxia Yu. Circulating Metabolite Profiles and Risk of Coronary Heart Disease Among Racially and Geographically Diverse Populations. Circulation: Genomic and Precision Medicine 2024, 17 (4) https://doi.org/10.1161/CIRCGEN.123.004437
    66. Haya Al-Sulaiti, Najeha Anwardeen, Sara S. Bashraheel, Khaled Naja, Mohamed A. Elrayess. Alterations in Choline Metabolism in Non-Obese Individuals with Insulin Resistance and Type 2 Diabetes Mellitus. Metabolites 2024, 14 (8) , 457. https://doi.org/10.3390/metabo14080457
    67. Laura P. Kimble, Arezou Khosroshahi, Glenna S. Brewster, Sandra B. Dunbar, Dylan Ryan, Nicole Carlson, Ron Eldridge, Madelyn Houser, Elizabeth Corwin. Associations between TCA cycle plasma metabolites and fatigue in black females with systemic lupus erythematosus: An untargeted metabolomics pilot study. Lupus 2024, 33 (9) , 948-961. https://doi.org/10.1177/09612033241260334
    68. Min Kim, Nicklas Brustad, Anders U. Eliasen, Mina Ali, Tingting Wang, Morten A. Rasmussen, Madeleine Ernst, David Hougaard, Augusto A. Litonjua, Craig E. Wheelock, Rachel S. Kelly, Yulu Chen, Nicole Prince, Paul A. Townsend, Jakob Stokholm, Scott T. Weiss, Klaus Bønnelykke, Jessica Lasky-Su, Bo Chawes. Bilirubin metabolism in early life and respiratory health during preschool age: A combined analysis of two independent birth cohorts. Med 2024, 235 https://doi.org/10.1016/j.medj.2024.07.021
    69. Yuuki Ohara, Amanda J Craig, Huaitian Liu, Shouhui Yang, Paloma Moreno, Tiffany H Dorsey, Helen Cawley, Azadeh Azizian, Jochen Gaedcke, Michael Ghadimi, Nader Hanna, Stefan Ambs, S Perwez Hussain. LMO3 is a suppressor of the basal-like/squamous subtype and reduces disease aggressiveness of pancreatic cancer through glycerol 3-phosphate metabolism. Carcinogenesis 2024, 45 (7) , 475-486. https://doi.org/10.1093/carcin/bgae011
    70. Kian Falah, Patrick Zhang, Anisha K. Nigam, Koustav Maity, Geoffrey Chang, Jeffry C. Granados, Jeremiah D. Momper, Sanjay K. Nigam. In Vivo Regulation of Small Molecule Natural Products, Antioxidants, and Nutrients by OAT1 and OAT3. Nutrients 2024, 16 (14) , 2242. https://doi.org/10.3390/nu16142242
    71. D. Elizabeth Le, Nabil J. Alkayed, Zhiping Cao, Natasha N. Chattergoon, Manuel Garcia‐Jaramillo, Kent Thornburg, Sanjiv Kaul. Metabolomics of repetitive myocardial stunning in chronic multivessel coronary artery stenosis: Effect of non‐selective and selective β1‐receptor blockers. The Journal of Physiology 2024, 602 (14) , 3423-3448. https://doi.org/10.1113/JP285720
    72. Nazrul Islam, Hari B. Krishnan, Janet Slovin, Savithiry Natarajan. Non‐targeted metabolite profiling of a fast neutron soybean mutant reveals an increase in sulfur‐containing metabolites. Crop Science 2024, 64 (4) , 2305-2315. https://doi.org/10.1002/csc2.21265
    73. Taibo Li, Morgan E Grams, Lesley A Inker, Jingsha Chen, Eugene P Rhee, Bradley A Warady, Andrew S Levey, Michelle R Denburg, Susan L Furth, Vasan S Ramachandran, Paul L Kimmel, Josef Coresh. Consistency of metabolite associations with measured glomerular filtration rate in children and adults. Clinical Kidney Journal 2024, 17 (6) https://doi.org/10.1093/ckj/sfae108
    74. Farshad Nassiri, Andrew Ajisebutu, Vikas Patil, Yasin Mamatjan, Jeff Liu, Justin Z. Wang, Mathew R. Voisin, Romina Nejad, Sheila Mansouri, Shirin Karimi, Ankur Chakravarthy, Eric Chen, Daniel D. De Carvalho, Kenneth Aldape, Gelareh Zadeh. Metabologenomic characterization uncovers a clinically aggressive IDH mutant glioma subtype. Acta Neuropathologica 2024, 147 (1) https://doi.org/10.1007/s00401-024-02713-1
    75. Longjie Xie, Cong Fan, Yang Liu, Qin Chen, Xian Chen. A fluorescent aptasensor for enzyme-free and sensitive detection of kanamycin based on entropy-driven strand displacement reaction. Analytica Chimica Acta 2024, 1308 , 342659. https://doi.org/10.1016/j.aca.2024.342659
    76. Afroditi Kouraki, Ana Nogal, Weronika Nocun, Panayiotis Louca, Amrita Vijay, Kari Wong, Gregory A. Michelotti, Cristina Menni, Ana M. Valdes. Machine Learning Metabolomics Profiling of Dietary Interventions from a Six-Week Randomised Trial. Metabolites 2024, 14 (6) , 311. https://doi.org/10.3390/metabo14060311
    77. Scott Gordon, Jong Soo Lee, Tammy M. Scott, Shilpa Bhupathiraju, Jose Ordovas, Rachel S. Kelly, Katherine L. Tucker, Natalia Palacios, . Metabolites and Cognitive Decline in a Puerto Rican Cohort. Journal of Alzheimer's Disease 2024, 99 (s2) , S345-S353. https://doi.org/10.3233/JAD-230053
    78. Arthur M. Lee, Yunwen Xu, Jian Hu, Rui Xiao, Stephen R. Hooper, Erum A. Hartung, Josef Coresh, Eugene P. Rhee, Ramachandran S. Vasan, Paul L. Kimmel, Bradley A. Warady, Susan L. Furth, Michelle R. Denburg, . Longitudinal Plasma Metabolome Patterns and Relation to Kidney Function and Proteinuria in Pediatric CKD. Clinical Journal of the American Society of Nephrology 2024, 16 https://doi.org/10.2215/CJN.0000000000000463
    79. Caleigh M. Sawicki, Lorena S. Pacheco, Sona Rivas-Tumanyan, Zheyi Cao, Danielle E. Haslam, Liming Liang, Katherine L. Tucker, Kaumudi Joshipura, Shilpa N. Bhupathiraju. Association of Gut Microbiota-Related Metabolites and Type 2 Diabetes in Two Puerto Rican Cohorts. Nutrients 2024, 16 (7) , 959. https://doi.org/10.3390/nu16070959
    80. Lauren Bernard, Jingsha Chen, Hyunju Kim, Kari E. Wong, Lyn M. Steffen, Bing Yu, Eric Boerwinkle, Andrew S. Levey, Morgan E. Grams, Eugene P. Rhee, Casey M. Rebholz. Serum Metabolomic Markers of Protein-Rich Foods and Incident CKD: Results From the Atherosclerosis Risk in Communities Study. Kidney Medicine 2024, 6 (4) , 100793. https://doi.org/10.1016/j.xkme.2024.100793
    81. Makoto Harada, Siyu Han, Mengya Shi, Jianhong Ge, Shixiang Yu, Jonathan Adam, Jerzy Adamski, Markus F. Scheerer, Susanne Neschen, Martin Hrabe de Angelis, Rui Wang-Sattler. Metabolic effects of SGLT2i and metformin on 3-hydroxybutyric acid and lactate in db/db mice. International Journal of Biological Macromolecules 2024, 265 , 130962. https://doi.org/10.1016/j.ijbiomac.2024.130962
    82. Barry Scott, Emily A. Day, Katie L. O’Brien, John Scanlan, Grace Cromwell, Aine Ni Scannail, Marie E. McDonnell, David K. Finlay, Lydia Lynch. Metformin and feeding increase levels of the appetite-suppressing metabolite Lac-Phe in humans. Nature Metabolism 2024, 6 (4) , 651-658. https://doi.org/10.1038/s42255-024-01018-7
    83. Danielle DeBartolo, Frederick J. Arnold, Yuhong Liu, Elana Molotsky, Hsin-Yao Tang, Diane E. Merry. Differentially disrupted spinal cord and muscle energy metabolism in spinal and bulbar muscular atrophy. JCI Insight 2024, 9 (7) https://doi.org/10.1172/jci.insight.178048
    84. Brian J Sandri, Jonathan Kim, Gabriele R Lubach, Eric F Lock, Kathleen Ennis-Czerniak, Pamela J Kling, Michael K Georgieff, Christopher L Coe, Raghavendra B Rao. Prognostic Performance of Hematological and Serum Iron and Metabolite Indices for Detection of Early Iron Deficiency Induced Metabolic Brain Dysfunction in Infant Rhesus Monkeys. The Journal of Nutrition 2024, 154 (3) , 875-885. https://doi.org/10.1016/j.tjnut.2023.10.031
    85. Xuyuehe Ren, Jingsha Chen, Alison G. Abraham, Yunwen Xu, Aisha Siewe, Bradley A. Warady, Paul L. Kimmel, Ramachandran S. Vasan, Eugene P. Rhee, Susan L. Furth, Josef Coresh, Michelle Denburg, Casey M. Rebholz. Plasma Metabolomics of Dietary Intake of Protein-Rich Foods and Kidney Disease Progression in Children. Journal of Renal Nutrition 2024, 34 (2) , 95-104. https://doi.org/10.1053/j.jrn.2023.10.007
    86. Xiao Xu, Lin-yun Wu, Shu-yun Wang, Min Yan, Yuan-Hong Wang, Li Li, Zhi-ling Sun, Ji-Xiang Zhao. Investigating causal associations among gut microbiota, metabolites, and psoriatic arthritis: a Mendelian randomization study. Frontiers in Microbiology 2024, 15 https://doi.org/10.3389/fmicb.2024.1287637
    87. Seungyoun Jung, Sarah Silva, Cher M. Dallal, Erin LeBlanc, Kenneth Paris, John Shepherd, Linda G. Snetselaar, Linda Van Horn, Yuji Zhang, Joanne F. Dorgan. Untargeted serum metabolomic profiles and breast density in young women. Cancer Causes & Control 2024, 35 (2) , 323-334. https://doi.org/10.1007/s10552-023-01793-w
    88. Neyla S. Al-Akl, Olfa Khalifa, Georgios Ponirakis, Aijaz Parray, Marwan Ramadan, Shafi Khan, Mani Chandran, Raheem Ayadathil, Ahmed Elsotouhy, Ahmed Own, Hanadi Al Hamad, Julie Decock, Nehad M. Alajez, Omar Albagha, Rayaz A. Malik, Omar M. A. El-Agnaf, Abdelilah Arredouani. Untargeted Metabolomic Profiling Reveals Differentially Expressed Serum Metabolites and Pathways in Type 2 Diabetes Patients with and without Cognitive Decline: A Cross-Sectional Study. International Journal of Molecular Sciences 2024, 25 (4) , 2247. https://doi.org/10.3390/ijms25042247
    89. Nicole Prince, Donghai Liang, Youran Tan, Akram Alshawabkeh, Elizabeth Esther Angel, Stefanie A. Busgang, Su H. Chu, José F. Cordero, Paul Curtin, Anne L. Dunlop, Diane Gilbert-Diamond, Cecilia Giulivi, Anne G. Hoen, Margaret R. Karagas, David Kirchner, Augusto A. Litonjua, Justin Manjourides, Susan McRitchie, John D. Meeker, Wimal Pathmasiri, Wei Perng, Rebecca J. Schmidt, Deborah J. Watkins, Scott T. Weiss, Michael S. Zens, Yeyi Zhu, Jessica A. Lasky-Su, Rachel S. Kelly. Metabolomic data presents challenges for epidemiological meta-analysis: a case study of childhood body mass index from the ECHO consortium. Metabolomics 2024, 20 (1) https://doi.org/10.1007/s11306-023-02082-y
    90. Weiqiang Liang, Weining Yan, Xiao Wang, Xinfeng Yan, Qiongzheng Hu, Wenqiang Zhang, Hongzheng Meng, Luxu Yin, Qing He, Chunxia Ma. A single atom cobalt anchored MXene bifunctional platform for rapid, label-free and high-throughput biomarker analysis and tissue imaging. Biosensors and Bioelectronics 2024, 246 , 115903. https://doi.org/10.1016/j.bios.2023.115903
    91. Juan Carlos Biancotti, Araceli Espinosa-Jeffrey. Metabolomic Profiling of the Secretome from Human Neural Stem Cells Flown into Space. Bioengineering 2024, 11 (1) , 11. https://doi.org/10.3390/bioengineering11010011
    92. Haley A. S. Chatelaine, Yulu Chen, John Braisted, Su H. Chu, Qingwen Chen, Meryl Stav, Sofina Begum, Joann Diray-Arce, Jaleal Sanjak, Mengna Huang, Jessica Lasky-Su, Ewy A. Mathé. Nucleotide, Phospholipid, and Kynurenine Metabolites Are Robustly Associated with COVID-19 Severity and Time of Plasma Sample Collection in a Prospective Cohort Study. International Journal of Molecular Sciences 2024, 25 (1) , 346. https://doi.org/10.3390/ijms25010346
    93. Yilun Li, Kin Yau Wong, Annie Green Howard, Penny Gordon-Larsen, Heather M. Highland, Mariaelisa Graff, Kari E. North, Carolina G. Downie, Christy L. Avery, Bing Yu, Kristin L. Young, Victoria L. Buchanan, Robert Kaplan, Lifang Hou, Brian Thomas Joyce, Qibin Qi, Tamar Sofer, Jee-Young Moon, Dan-Yu Lin. Mendelian randomization with incomplete measurements on the exposure in the Hispanic Community Health Study/Study of Latinos. Human Genetics and Genomics Advances 2024, 5 (1) , 100245. https://doi.org/10.1016/j.xhgg.2023.100245
    94. Rachel Wurth, Coleman Turgeon, Zinandré Stander, Devin Oglesbee. An evaluation of untargeted metabolomics methods to characterize inborn errors of metabolism. Molecular Genetics and Metabolism 2024, 141 (1) , 108115. https://doi.org/10.1016/j.ymgme.2023.108115
    95. Anum Saeed, Chris Mckennan, Jiaxuan Duan, Yueh-Ning Yang, Kevin E. Kip, David Finegold, Michael Vu, Justin Swanson, Oscar Lopez, Annie Cohen, Mark Mapstone, Bing Yu, Christie M. Ballantyne, Steven E. Reis. Mid-Life Anti-Inflammatory Metabolites are Inversely Associated with Long-Term Cardiovascular Disease Events. 2024https://doi.org/10.2139/ssrn.4813701
    96. Manuel Johanns, Joel T. Haas, Violetta Raverdy, Jimmy Vandel, Julie Chevalier-Dubois, Loic Guille, Bruno Derudas, Benjamin Legendre, Robert Caiazzo, Helene Verkindt, Viviane Gnemmi, Emmanuelle Leteurtre, Mehdi Derhourhi, Amélie Bonnefond, Philippe Froguel, Jérôme Eeckhoute, Guillaume Lassailly, Philippe Mathurin, François Pattou, Bart Staels, Philippe Lefebvre. Time-of-day-dependent variation of the human liver transcriptome and metabolome is disrupted in MASLD. JHEP Reports 2024, 6 (1) , 100948. https://doi.org/10.1016/j.jhepr.2023.100948
    97. Ana Nogal, Francesco Asnicar, Amrita Vijay, Afroditi Kouraki, Alessia Visconti, Panayiotis Louca, Kari Wong, Andrei-Florin Baleanu, Francesca Giordano, Jonathan Wolf, George Hadjigeorgiou, Richard Davies, Gregory A. Michelotti, Paul W. Franks, Sarah E. Berry, Mario Falchi, Adeel Ikram, Benjamin J. Ollivere, Amy Zheng, Jessica Nightingale, Massimo Mangino, Nicola Segata, William J. Bulsiewicz, Tim D. Spector, Ana M. Valdes, Cristina Menni. Genetic and gut microbiome determinants of SCFA circulating and fecal levels, postprandial responses and links to chronic and acute inflammation. Gut Microbes 2023, 15 (1) https://doi.org/10.1080/19490976.2023.2240050
    98. Nazrul Islam, Hari B. Krishnan, Janice C. Jones, Savithiry Natarajan. Metabolite profiling of a high protein fast neutron soybean mutant revealed increased storage of methionine and flavonoids. Crop Science 2023, 30 https://doi.org/10.1002/csc2.21110
    99. Peng Ye, Shuo Bai, Wan Tang, Han Feng, Xinhua Qiao, Shengjia Tu, Hua He. Joint modeling approaches for censored predictors due to detection limits with applications to metabolites data. Statistics in Medicine 2023, 14 https://doi.org/10.1002/sim.9978
    100. Nuzulul Kurniansyah, Danielle A. Wallace, Ying Zhang, Bing Yu, Brian Cade, Heming Wang, Heather M. Ochs-Balcom, Alexander P. Reiner, Alberto R. Ramos, Joshua D. Smith, Jianwen Cai, Martha Daviglus, Phyllis C. Zee, Robert Kaplan, Charles Kooperberg, Stephen S. Rich, Jerome I. Rotter, Sina A. Gharib, Susan Redline, Tamar Sofer. An integrated multi-omics analysis of sleep-disordered breathing traits implicates P2XR4 purinergic signaling. Communications Biology 2023, 6 (1) https://doi.org/10.1038/s42003-023-04520-y
    Load more citations

    Analytical Chemistry

    Cite this: Anal. Chem. 2009, 81, 16, 6656–6667
    Click to copy citationCitation copied!
    https://doi.org/10.1021/ac901536h
    Published July 22, 2009
    Copyright © 2009 American Chemical Society

    Article Views

    12k

    Altmetric

    -

    Citations

    Learn about these metrics

    Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.

    Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.

    The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated.