Informàtica mèdica

Segundo E., Carrere-Molina J., Aragón M., Mallol-Parera R.
Advancing geospatial preconception health research in primary care through medical informatics and artificial intelligence
(2024) Health and Place, 89:103337
DOI: 10.1016/j.healthplace.2024.103337

Segundo E., Far M., Rodríguez-Casado C.I., Elorza J.M., Carrere-Molina J., Mallol-Parera R.*, Aragón M.
A mother-child data linkage approach using data from the information system for the development of research in primary care (SIDIAP) in Catalonia
(2024) Journal of Biomedical Informatics, 159
DOI: 10.1016/j.jbi.2024.104747

Metabolòmica computacional

Rehues P., Guardiola M., Amigó N., Rojo-Martínez G., Mallol-Parera R.*, Ribalta J.
A Robust Multivariate Approach Unveils a 1H-NMR-Based Spectral Metabolomics Signature Predictive of Cardiovascular Disease in People with Type 2 Diabetes: A Prospective Di@bet.es Cohort Study
(2025) Journal of Proteome Research, 24, 12, 6131–6141
DOI: 10.1021/acs.jproteome.5c00662

Mallol R., Rombauts A., Abelenda-Alonso G., Gudiol C., Balsalobre M., Carratalà J.
Metabolomic profile of severe COVID-19 and a signature predictive of progression towards severe disease status: a prospective cohort study (METCOVID)
(2025) Scientific Reports, 15 (1), art. no. 4963
DOI: 10.1038/s41598-025-87288-x

Rodeiro J., Vidaña-Vila E., Navarro J., Mallol R.
CloMet: A Novel Open-Source and Modular Software Platform That Connects Established Metabolomics Repositories and Data Analysis Resources
(2023) Journal of Proteome Research, 22 (8), pp. 2540 – 2547
DOI: 10.1021/acs.jproteome.2c00602

Mallol R., Vallvé J.C., Solà R., Girona J., Bergmann S., Correig X., Rock E., Winklhofer-Roob B.M., Rehues P., Guardiola M., Masana L., Ribalta J.
Statistical mediation of the relationships between chronological age and lipoproteins by nonessential amino acids in healthy men
(2021) Computational and Structural Biotechnology Journal, 19, pp. 6169 – 6178
DOI: 10.1016/j.csbj.2021.11.022

Khalili B., Tomasoni M., Mattei M., Mallol Parera R., Sonmez R., Krefl D., Rueedi R., Bergmann S.
Automated Analysis of Large-Scale NMR Data Generates Metabolomic Signatures and Links Them to Candidate Metabolites
(2019) Journal of Proteome Research, 18 (9), pp. 3360 – 3368
DOI: 10.1021/acs.jproteome.9b00295

Rodríguez-Gallego E., Gómez J., Pacheco Y.M., Peraire J., Viladés C., Beltrán-Debón R., Mallol R., López-Dupla M., Veloso S., Alba V., Blanco J., Cañellas N., Rull A., Leal M., Correig X., Domingo P., Vidal F.
A baseline metabolomic signature is associated with immunological CD4 + T-cell recovery after 36 months of antiretroviral therapy in HIV-infected patients
(2018) AIDS, 32 (5), pp. 565 – 573
DOI: 10.1097/QAD.0000000000001730

Rueedi R., Mallol R., Raffler J., Lamparter D., Friedrich N., Vollenweider P., Waeber G., Kastenmüller G., Kutalik Z., Bergmann S.
Metabomatching: Using genetic association to identify metabolites in proton NMR spectroscopy
(2017) PLoS Computational Biology, 13 (12), art. no. e1005839
DOI: 10.1371/journal.pcbi.1005839

Gómez J., Brezmes J., Mallol R., Rodríguez M.A., Vinaixa M., Salek R.M., Correig X., Cañellas N.
Dolphin: A tool for automatic targeted metabolite profiling using 1D and 2D 1 H-NMR data
(2014) Analytical and Bioanalytical Chemistry, 406 (30), pp. 7967 – 7976
DOI: 10.1007/s00216-014-8225-6

Quimiometria

Barrilero R., Llobet E., Mallol R., Brezmes J., Masana L., Zulet M.Á., Martínez J.A., Ribalta J., Bulló M., Correig X.
Design and evaluation of standard lipid prediction models based on 1H-NMR spectroscopy of human serum/plasma samples
(2015) Metabolomics, 11 (5), pp. 1394 – 1404
DOI: 10.1007/s11306-015-0796-5

Mallol R.*, Amigó N., Rodríguez M.A., Heras M., Vinaixa M., Plana N., Rock E., Ribalta J., Yanes O., Masana L., Correig X.
Liposcale: A novel advanced lipoprotein test based on 2D diffusion-ordered 1H NMR spectroscopy
(2015) Journal of Lipid Research, 56 (3), pp. 737 – 746
DOI: 10.1194/jlr.D050120

Mallol R., Rodriguez M.A., Brezmes J., Masana L., Correig X.
Human serum/plasma lipoprotein analysis by NMR: Application to the study of diabetic dyslipidemia
(2013) Progress in Nuclear Magnetic Resonance Spectroscopy, 70, pp. 1 – 24
DOI: 10.1016/j.pnmrs.2012.09.001

Mallol R.*, Rodríguez M.A., Heras M., Vinaixa M., Plana N., Masana L., Morris G.A., Correig X.
Particle size measurement of lipoprotein fractions using diffusion-ordered NMR spectroscopy
(2012) Analytical and Bioanalytical Chemistry, 402 (7), pp. 2407 – 2415
DOI: 10.1007/s00216-011-5705-9

Mallol R.*, Rodríguez M.A., Heras M., Vinaixa M., Cañellas N., Brezmes J., Plana N., Masana L., Correig X.
Surface fitting of 2D diffusion-edited 1H NMR spectroscopy data for the characterisation of human plasma lipoproteins
(2011) Metabolomics, 7 (4), pp. 572 – 582
DOI: 10.1007/s11306-011-0273-8

Diabetis i malalties metabòliques

Ibarretxe D., Girona J., Plana N., Cabré A., Ferré R., Amigó N., Guaita S., Mallol R., Heras M., Masana L.
Circulating PCSK9 in patients with type 2 diabetes and related metabolic disorders
(2016) Clinica e Investigacion en Arteriosclerosis, 28 (2), pp. 71 – 78
DOI: 10.1016/j.arteri.2015.11.001

Ibarretxe D., Girona J., Amigó N., Plana N., Ferré R., Guaita S., Mallol R., Heras M., Masana L.
Impact of epidermal fatty acid binding protein on 2D-NMR-assessed atherogenic dyslipidemia and related disorders
(2016) Journal of Clinical Lipidology, 10 (2), pp. 330 – 338.e2
DOI: 10.1016/j.jacl.2015.12.012

Amigo N., Mallol R., Heras M., Martinez-Hervas S., Blanco-Vaca F., Escola-Gil J.C., Plana N., Yanes O., Masana L., Correig X.
Lipoprotein hydrophobic core lipids are partially extruded to surface in smaller HDL: “herniated” HDL, a common feature in diabetes
(2016) Scientific Reports, 6, art. no. 19249
DOI: 10.1038/srep19249

Samino S., Vinaixa M., Díaz M., Beltran A., Rodríguez M.A., Mallol R., Heras M., Cabre A., Garcia L., Canela N., De Zegher F., Correig X., Ibáñez L., Yanes O.
Metabolomics reveals impaired maturation of HDL particles in adolescents with hyperinsulinaemic androgen excess
(2015) Scientific Reports, 5, art. no. 11496
DOI: 10.1038/srep11496

Brugnara L., Mallol R., Ribalta J., Vinaixa M., Murillo S., Casserras T., Guardiola M., Vallvé J.C., Kalko S.G., Correig X., Novials A.
Improving assessment of lipoprotein profile in type 1 diabetes by 1H NMR spectroscopy
(2015) PLoS ONE, 10 (8), art. no. e0136348
DOI: 10.1371/journal.pone.0136348

Vinaixa M., Rodriguez M.A., Samino S., Díaz M., Beltran A., Mallol R., Bladé C., Ibañez L., Correig X., Yanes O.
Metabolomics reveals reduction of metabolic oxidation in women with polycystic ovary syndrome after pioglitazone-flutamide-metformin polytherapy
(2011) PLoS ONE, 6 (12), art. no. e29052
DOI: 10.1371/journal.pone.0029052

Nutrició i metabolisme

Dias C.B., Amigó N., Wood L.G., Mallol R., Correig X., Garg M.L.
Improvement of the omega 3 index of healthy subjects does not alter the effects of dietary saturated fats or n-6PUFA on LDL profiles
(2017) Metabolism: Clinical and Experimental, 68, pp. 11 – 19
DOI: 10.1016/j.metabol.2016.11.014

Hernández-Alonso P., Salas-Salvadó J., Baldrich-Mora M., Mallol R., Correig X., Bulló M.
Effect of pistachio consumption on plasma lipoprotein subclasses in pre-diabetic subjects
(2015) Nutrition, Metabolism and Cardiovascular Diseases, 25 (4), pp. 396 – 402
DOI: 10.1016/j.numecd.2015.01.013

Catalán Ú., Rodríguez M.-A., Ras M.-R., MacIá A., Mallol R., Vinaixa M., Fernández-Castillejo S., Valls R.-M., Pedret A., Griffin J.L., Salek R., Correig X., Motilva M.J., Solà R.
Biomarkers of food intake and metabolite differences between plasma and red blood cell matrices; A human metabolomic profile approach
(2013) Molecular BioSystems, 9 (6), pp. 1411 – 1422
DOI: 10.1039/c3mb25554a

Cañellas N., Solà-Alberich R., Brezmes J., Mallol R., Valls R.-M., Rodríguez M.A., Vinaixa M., Anguera A., Correig X.
Use of multivariate chemometric algorithms on 1 H NMR data to assess a soluble fiber (Plantago ovata husk) nutritional intervention
(2013) Chemometrics and Intelligent Laboratory Systems, 121, pp. 1 – 8
DOI: 10.1016/j.chemolab.2012.11.015

Miscel·lània

García-Corretjer M., Ros R., Mallol R., Miralles D.
Empathy as an engaging strategy in social robotics: a pilot study
(2023) User Modeling and User-Adapted Interaction, 33 (2), pp. 221 – 259
DOI: 10.1007/s11257-022-09322-1

Petchamé J., Iriondo I., Mallol R., Solanellas F.
Promoting Students’ Interaction in Higher Education: A Reciprocal Interview Activity Carried out during the First Class Session in Management Subjects
(2023) Education Sciences, 13 (7), art. no. 730
DOI: 10.3390/educsci13070730

Baño X., Bergadà P., Bonet-Solà D., Egea A., Foraster M., Freixes M., Ginovart-Panisello G.J., Mallol R., Martín X., Martínez A., Martínez-Suquía C., Orga F., Sevillano X., Alsina-Pages R.M.
Sons al Balcó, a Citizen Science Approach to Map the Soundscape of Catalonia
(2021) Engineering Proceedings, 10 (1), art. no. 54
DOI: 10.3390/ecsa-8-11619

Alsina-Pagès R.M., Orga F., Mallol R., Freixes M., Baño X., Foraster M.
Sons al balcó: Soundscape Map of the Confinement in Catalonia
(2020) Engineering Proceedings, 2 (1), art. no. 77
DOI: 10.3390/ecsa-7-08180

Alsina-Pagès R.M., Orga F., Freixes M., Mallol R., Aletta F., Mitchell A., Kang J., Foraster M.
Urban environment soundscape evaluation: Milan case study of noise events perceptions by citizens
(2020) Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020