Johan Trygg

KB.B4, Linnaeus väg 10, (rum: C4.13.19) Umeå universitet, 901 87 Umeå

Professor i Kemometri med fokus på multivariat data analys, AI/djup inlärning och simulering inom life science, medicin och läkemedelsindustri.

Senaste publikationer

2019

A geographically matched control population efficiently limits the number of candidate disease-causing variants in an unbiased whole-genome analysis

PLoS ONE, Public Library of Science 2019, Vol. 14, (3)

Rentoft, Matilda; Svensson, Daniel; Sjödin, Andreas; et al.

2019

Cytokine Profiles in Autoantibody Defined Subgroups of Systemic Lupus Erythematosus

Journal of Proteome Research, American Chemical Society (ACS) 2019, Vol. 18, (3) : 1208-1217

Torell, Frida; Eketjäll, Susanna; Idborg, Helena; et al.

2019

Joint and unique multiblock analysis for integration and calibration transfer of NIR instruments

Analytical Chemistry, Washington: American Chemical Society (ACS) 2019, Vol. 91, (5) : 3516-3524

Skotare, Tomas; Nilsson, David; Xiong, Shaojun; et al.

2019

Joint and unique multiblock analysis of biological data: multiomics malaria study

Faraday discussions (Online)

Surowiec, Izabella; Skotare, Tomas; Sjögren, Rickard; et al.

2019

Metabolic profiling of zebrafish embryo development from blastula period to early larval stages

PLoS ONE, San Francisco: Public Library of Science 2019, Vol. 14, (5)

Dhillon, Sundeep S.; Torell, Frida; Donten, Magdalena; et al.

2019

Ultrasound imaging of dorsal neck muscles with speckle tracking analyses: the relationship between muscle deformation and force

Scientific Reports, Nature Publishing Group 2019, Vol. 9

Peterson, Gunnel; O'Leary, Shaun; Nilsson, David; et al.

2018

A multi-omics approach reveals function of Secretory Carrier-Associated Membrane Proteins in wood formation of Populus trees

BMC Genomics, Springer Publishing Company 2018, Vol. 19

Obudulu, Ogonna; Mähler, Niklas; Skotare, Tomas; et al.

2018

Alterations in the Mechanical Response of Deep Dorsal Neck Muscles in Individuals Experiencing Whiplash-Associated Disorders Compared to Healthy Controls: An Ultrasound Study

American Journal of Physical Medicine & Rehabilitation, LIPPINCOTT WILLIAMS & WILKINS 2018, Vol. 97, (2) : 75-82

Rahnama, Leila; Peterson, Gunnel; Kazemnejad, Anoshirvan; et al.

2018

Metabolic Profiling of Multiorgan Samples: Evaluation of MODY5/RCAD Mutant Mice

Journal of Proteome Research, American Chemical Society (ACS) 2018, Vol. 17, (7) : 2293-2306

Torell, Frida; Bennet, Kate; Cereghini, Silvia; et al.

2018

Multivariate patent analysis: using chemometrics to analyze collections of chemical and pharmaceutical patents

Journal of Chemometrics

Sjögren, Rickard; Stridh, Kjell; Skotare, Tomas; et al.

2018

Neck-specific exercise improves impaired interactions between ventral neck muscles in chronic whiplash: A randomized controlled ultrasound study

Scientific Reports, Nature Publishing Group 2018, Vol. 8

Peterson, Gunnel; Nilsson, David; Trygg, Johan; et al.

2018

OnPLS-Based Multi-Block Data Integration: A Multivariate Approach to Interrogating Biological Interactions in Asthma

Analytical Chemistry, AMER CHEMICAL SOC 2018, Vol. 90, (22) : 13400-13408

Reinke, Stacey N.; Galindo-Prieto, Beatriz; Skotare, Tomas; et al.

2018

Quantification of run order effect on chromatography: mass spectrometry profiling data

Journal of Chromatography A, Vol. 1568 : 229-234

Surowiec, Izabella; Johansson, Erik; Stenlund, Hans; et al.

2018

Visualization of descriptive multiblock analysis

Journal of Chemometrics

Skotare, Tomas; Sjögren, Rickard; Surowiec, Izabella; et al.

2017

A new approach for variable influence on projection (VIP) in O2PLS models

Chemometrics and Intelligent Laboratory Systems, Elsevier 2017, Vol. 160 : 110-124

Galindo-Prieto, Beatriz; Trygg, Johan; Geladi, Paul

2017

Association between pathology and texture features of multi parametric MRI of the prostate

Physics in Medicine and Biology, Vol. 62, (19) : 7833-7854

Kuess, Peter; Andrzejewski, Piotr; Nilsson, David; et al.

2017

Dysregulations in circulating sphingolipids associate with disease activity indices in female patients with systemic lupus erythematosus: a cross-sectional study

Lupus, SAGE PUBLICATIONS LTD 2017, Vol. 26, (10) : 1023-1033

Checa, A.; Idborg, H.; Zandian, A.; et al.

2017

Generalized Subset Designs in Analytical Chemistry

Analytical Chemistry, American Chemical Society (ACS) 2017, Vol. 89, (12) : 6491-6497

Surowiec, Izabella; Vikström, Ludvig; Hector, Gustaf; et al.

2017

Haralick texture features from apparent diffusion coefficient (ADC) MRI images depend on imaging and pre-processing parameters

Scientific Reports, Nature Publishing Group 2017, Vol. 7

Brynolfsson, Patrik; Nilsson, David; Torheim, Turid; et al.

2017

Lipid response patterns in acute phase paediatric Plasmodium falciparum malaria

Metabolomics, Vol. 13, (4)

Orikiiriza, Judy; Surowiec, Izabella; Lindquist, Elisabeth; et al.

2017

Multivariate strategy for the sample selection and integration of multi-batch data in metabolomics

Metabolomics, SPRINGER 2017, Vol. 13, (10)

Surowiec, Izabella; Johansson, Erik; Torell, Frida; et al.

2017

Protein expression in tension wood formation monitored at high tissue resolution in Populus

Journal of Experimental Botany, Oxford University Press 2017, Vol. 68, (13) : 3405-3417

Bygdell, Joakim; Srivastava, Vaibhav; Obudulu, Ogonna; et al.

2017

The effects of thawing on the plasma metabolome: evaluating differences between thawed plasma and multi-organ samples

Metabolomics, Springer 2017, Vol. 13, (6)

Torell, Frida; Bennett, Kate; Rännar, Stefan; et al.

2017

The oxylipin and endocannabidome responses in acute phase Plasmodium falciparum malaria in children

Malaria Journal, BIOMED CENTRAL LTD 2017, Vol. 16

Surowiec, Izabella; Gouveia-Figueira, Sandra; Orikiiriza, Judy; et al.

2016

Altered mechanical deformation of the trapezius and multifidus muscles registered with ultrasonography in women with chronic whiplash-associated disorders

Manual Therapy, Vol. 25 : e58-

Peolsson, A.; Peterson, G.; Trygg, Johan; et al.

2016

Changes in dorsal neck muscle function in individuals with chronic whiplash-associated disorders: a real-time ultrasound case-control study

Ultrasound in Medicine and Biology, Vol. 42, (5) : 1090-1102

Peterson, Gunnel; Nilsson, David; Peterson, Simon; et al.

2016

Chemometric Analysis of Bacterial Peptidoglycan Reveals Atypical Modifications That Empower the Cell Wall against Predatory Enzymes and Fly Innate Immunity

Journal of the American Chemical Society, American Chemical Society (ACS) 2016, Vol. 138, (29) : 9193-9204

Espaillat, Akbar; Forsmo, Oskar; El Biari, Khouzaima; et al.

2016

Heterozygous colon cancer-associated mutations of SAMHD1 have functional significance

Proceedings of the National Academy of Sciences of the United States of America, Vol. 113, (17) : 4723-4728

Rentoft, Matilda; Lindell, Kristoffer; Tran, Phong; et al.

2016

Mechanical properties of the trapezius during scapular elevation in people with chronic whiplash associated disorders: A case-control ultrasound speckle tracking analysis

Manual Therapy, Vol. 21 : 177-182

Landén Ludvigsson, Maria; Peterson, Gunnel; Jull, Gwendolen; et al.

2016

Metabolic Profiling of Systemic Lupus Erythematosus and Comparison with Primary Sjögren’s Syndrome and Systemic Sclerosis

PLoS ONE, Vol. 11, (7)

Bengtsson, Anders A.; Trygg, Johan; Wuttge, Dirk M.; et al.

2016

Metabolite and Lipid Profiling of Biobank Plasma Samples Collected Prior to Onset of Rheumatoid Arthritis

PLoS ONE, Vol. 11, (10)

Surowiec, Izabella; Ärlestig, Lisbeth; Rantapää-Dahlqvist, Solbritt; et al.

2016

Metabolomics study of fatigue in patients with rheumatoid arthritis na < ve to biological treatment

Rheumatology International, Vol. 36, (5) : 703-711

Surowiec, Izabella; Gjesdal, Clara Gram; Jonsson, Grete; et al.

2016

Multi-platform metabolomics assays for human lung lavage fluids in an air pollution exposure study

Analytical and Bioanalytical Chemistry, Vol. 408, (17) : 4751-4764

Surowiec, Izabella; Karimpour, Masoumeh; Gouveia-Figueira, Sandra; et al.

2016

Multivariate analysis of ultrasound-recorded dorsal strain sequences: Investigation of dynamic neck extensions in women with chronic whiplash associated disorders

Scientific Reports, Vol. 6

Peolsson, Anneli; Peterson, Gunnel; Trygg, Johan; et al.

2016

Postprandial metabolomics: A pilot mass spectrometry and NMR study of the human plasma metabolome in response to a challenge meal

Analytica Chimica Acta, Elsevier: 2016, Vol. 908 : 121-131

Karimpour, Masoumeh; Surowiec, Izabella; Wu, Junfang; et al.

2016

Quantitative proteomics reveals protein profiles underlying major transitions in aspen wood development

BMC Genomics, Vol. 17

Obudulu, Ogonna; Bygdell, Joakim; Sundberg, Bjorn; et al.

2016

Strong invaders are strong defenders: implications for the resistance of invaded communities

Ecology Letters, Vol. 19, (4) : 487-494

Henriksson, Anna; Wardle A., David; Trygg, Johan; et al.

2016

Tissue sample stability: thawing effect on multi-organ samples

Metabolomics, Springer 2016, Vol. 12, (2)

Torell, Frida; Bennett, Kate; Cereghini, Silvia; et al.

2016

Weighted species richness outperforms species richness as predictor of biotic resistance

Ecology, Vol. 97, (1) : 262-271

Henriksson, Anna; Yu, Jun; Wardle A., David; et al.

2015

A Multivariate Approach Using Attenuated Total Reflectance Mid-infrared Spectroscopy To Measure the Surface Mannoproteins and beta-Glucans of Yeast Cell Walls during Wine Fermentations

Journal of Agricultural and Food Chemistry, Vol. 63, (45) : 10054-10063

Moore, John P.; Zhang, Song-Lei; Nieuwoudt, Helene; et al.

2015

Altered ventral neck muscle deformation for individuals with whiplash associated disorder compared to healthy controls: A case-control ultrasound study

Manual Therapy, Elsevier 2015, Vol. 20, (2) : 319-327

Peterson, Gunnel; Dedering, Åsa; Andersson, Erika; et al.

2015

Complete Genome Sequence of Francisella guangzhouensis Strain 08HL01032(T), Isolated from Air-Conditioning Systems in China

Microbiology Resource Announcements, Washington: American Society for Microbiology 2015, Vol. 3, (2)

Svensson, Daniel; Öhrman, Caroline; Bäckman, Stina; et al.

2015

Following the compositional changes of fresh grape skin cell walls during the fermentation process in the presence and absence of maceration enzymes

Journal of Agricultural and Food Chemistry, Vol. 63, (10) : 2798-2810

Zietsman, Anscha J. J.; Moore, John P.; Fangel, Jonatan U.; et al.

2015

Metabolic signature profiling as a diagnostic and prognostic tool in paediatric Plasmodium falciparum malaria

Open Forum Infectious Diseases, Oxford University Press 2015, Vol. 2, (2)

Surowiec, Izabella; Orikiiriza, Judy; Karlsson, Elisabeth; et al.

2015

Multi-Organ Contribution to the Metabolic Plasma Profile Using Hierarchical Modelling

PLoS ONE, Vol. 10, (6)

Torell, Frida; Bennett, Kate; Cereghini, Silvia; et al.

2015

Near-infrared chemical imaging (NIR-CI) on roll compacted ribbons and tablets - multivariate mapping of physical and chemical properties

International Journal of Pharmaceutics, Vol. 483, (1-2) : 200-211

Souihi, Nabil; Nilsson, David; Josefson, Mats; et al.

2015

Novel insights into the interplay between ventral neck muscles in individuals with whiplash-associated disorders

Scientific Reports, Nature Publishing Group 2015, Vol. 5

Peterson, Gunnel; Nilsson, David; Trygg, Johan; et al.

2015

OPLS in batch monitoring - Opens up new opportunities

Analytica Chimica Acta, Vol. 857 : 28-38

Souihi, Nabil; Lindegren, Anders; Eriksson, Lennart; et al.

2015

Preliminary evaluation of dorsal muscle activity during resisted cervical extension in patients with longstanding pain and disability following anterior cervical decompression and fusion surgery

Physiotherapy, Vol. 101, (1) : 69-74

Peolsson, A.; Peolsson, Michael; Jull, G.; et al.

2015

Roll compaction process modeling: transfer between equipment and impact of process parameters

International Journal of Pharmaceutics, Vol. 484, (1-2) : 192-206

Souihi, Nabil; Reynolds, Gavin; Tajarobi, Pirjo; et al.

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Johan Trygg

Senaste publikationer