Johan Trygg

20.7k total citations · 8 hit papers
178 papers, 15.6k citations indexed

About

Johan Trygg is a scholar working on Molecular Biology, Analytical Chemistry and Spectroscopy. According to data from OpenAlex, Johan Trygg has authored 178 papers receiving a total of 15.6k indexed citations (citations by other indexed papers that have themselves been cited), including 82 papers in Molecular Biology, 64 papers in Analytical Chemistry and 21 papers in Spectroscopy. Recurrent topics in Johan Trygg's work include Spectroscopy and Chemometric Analyses (64 papers), Metabolomics and Mass Spectrometry Studies (48 papers) and Analytical Chemistry and Chromatography (18 papers). Johan Trygg is often cited by papers focused on Spectroscopy and Chemometric Analyses (64 papers), Metabolomics and Mass Spectrometry Studies (48 papers) and Analytical Chemistry and Chromatography (18 papers). Johan Trygg collaborates with scholars based in Sweden, Germany and United Kingdom. Johan Trygg's co-authors include Svante Wold, Elaine Holmes, Torbjörn Lundstedt, Lennart Eriksson, Thomas Möritz, Jeremy K. Nicholson, Olivier Cloarec, Max Bylesjö, Henrik Antti and Mattias Rantalainen and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Journal of the American Chemical Society and Nucleic Acids Research.

In The Last Decade

Johan Trygg

172 papers receiving 15.2k citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Orthogonal projections to latent structures (O‐PLS)

2002 1.9k citations Johan Trygg, Svante Wold Journal of Chemometrics profile →
OPLS discriminant analysis: combining the strengths of PLS‐DA and SIMCA classification

2006 1.2k citations Olivier Cloarec, Jeremy K. Nicholson et al. Journal of Chemometrics profile →
Visualization of GC/TOF-MS-Based Metabolomics Data for Identification of Biochemically Interesting Compounds Using OPLS Class Models

2007 1.0k citations Erik Johansson, Thomas Möritz et al. profile →
Chemometrics in Metabonomics

2006 1.0k citations Johan Trygg, Elaine Holmes et al. profile →
Statistical Total Correlation Spectroscopy: An Exploratory Approach for Latent Biomarker Identification from Metabolic ¹H NMR Data Sets

2005 701 citations Olivier Cloarec, Johan Trygg et al. profile →
CV‐ANOVA for significance testing of PLS and OPLS® models

2008 630 citations Johan Trygg, Svante Wold et al. Journal of Chemometrics profile →
Evaluation of the Orthogonal Projection on Latent Structure Model Limitations Caused by Chemical Shift Variability and Improved Visualization of Biomarker Changes in ¹H NMR Spectroscopic Metabonomic Studies

2004 502 citations Olivier Cloarec, Johan Trygg et al. profile →
Some recent developments in PLS modeling

2001 453 citations Svante Wold, Johan Trygg et al. Chemometrics and Intelligent Laboratory Systems profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Johan Trygg	8.8k	2.8k	2.1k	1.9k	1.8k	178	15.6k
Age K. Smilde	8.3k 0.9×	6.5k 2.3×	3.1k 1.5×	1.3k 0.7×	3.0k 1.7×	313	20.7k
Johan A. Westerhuis	4.8k 0.5×	2.8k 1.0×	1.5k 0.7×	808 0.4×	973 0.5×	155	10.4k
David Broadhurst	9.2k 1.0×	944 0.3×	1.6k 0.8×	893 0.5×	2.3k 1.3×	98	13.6k
M Cronin	8.4k 1.0×	997 0.4×	1.5k 0.7×	2.9k 1.5×	1.7k 0.9×	359	30.4k
Yan Zhang	10.4k 1.2×	1.7k 0.6×	3.1k 1.5×	4.3k 2.3×	1.2k 0.7×	1.3k	28.0k
Warwick B. Dunn	11.5k 1.3×	835 0.3×	2.2k 1.0×	1.0k 0.6×	3.4k 1.9×	177	16.0k
Huub C. J. Hoefsloot	4.7k 0.5×	1.2k 0.4×	1.4k 0.7×	991 0.5×	941 0.5×	137	8.7k
Lennart Eriksson	3.8k 0.4×	4.3k 1.6×	1.8k 0.9×	1.2k 0.6×	1.4k 0.8×	101	13.7k
Henrik Antti	5.1k 0.6×	1.5k 0.5×	1.0k 0.5×	751 0.4×	1.3k 0.7×	96	8.3k
Søren Balling Engelsen	4.1k 0.5×	6.2k 2.2×	2.7k 1.3×	2.1k 1.1×	1.1k 0.6×	299	15.1k

Countries citing papers authored by Johan Trygg

Since Specialization

Citations

This map shows the geographic impact of Johan Trygg's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Johan Trygg with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Johan Trygg more than expected).

Fields of papers citing papers by Johan Trygg

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Johan Trygg. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Johan Trygg. The network helps show where Johan Trygg may publish in the future.

Co-authorship network of co-authors of Johan Trygg

This figure shows the co-authorship network connecting the top 25 collaborators of Johan Trygg. A scholar is included among the top collaborators of Johan Trygg based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Johan Trygg. Johan Trygg is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Eriksson, Andreas, Anne Richelle, Johan Trygg, et al.. (2025). Time‐Resolved Hierarchical Modeling Highlights Metabolites Influencing Productivity and Cell Death in Chinese Hamster Ovary Cells. Biotechnology Journal. 20(3). e202400624–e202400624.

Selinger, Martin, et al.. (2025). Telomemore enables single-cell analysis of cell cycle and chromatin condensation. Nucleic Acids Research. 53(3).

Cloarec, Olivier, et al.. (2024). A scalable, data analytics workflow for image-based morphological profiles. Chemometrics and Intelligent Laboratory Systems. 254. 105232–105232.

Hoehse, Marek, David Nilsson, Erik Johansson, et al.. (2023). Feasibility and performance of cross‐clone Raman calibration models in CHO cultivation. Biotechnology Journal. 19(1). e2300289–e2300289. 4 indexed citations

Asim, Muhammad Nabeel, Muhammad Ali Ibrahim, Christoph Zehe, et al.. (2022). BoT-Net: a lightweight bag of tricks-based neural network for efficient LncRNA–miRNA interaction prediction. Interdisciplinary Sciences Computational Life Sciences. 14(4). 841–862. 4 indexed citations

Becker, Miriam, Lars Frängsmyr, B. David Persson, et al.. (2022). Serine Protease Inhibitors Restrict Host Susceptibility to SARS-CoV-2 Infections. mBio. 13(3). e0089222–e0089222. 13 indexed citations

Asim, Muhammad Nabeel, Muhammad Ali Ibrahim, Muhammad Imran Malik, et al.. (2022). EL-RMLocNet: An explainable LSTM network for RNA-associated multi-compartment localization prediction. Computational and Structural Biotechnology Journal. 20. 3986–4002. 19 indexed citations

Edlund, Christoffer, Timothy R. Jackson, Nabeel Khalid, et al.. (2021). LIVECell—A large-scale dataset for label-free live cell segmentation. Nature Methods. 18(9). 1038–1045. 135 indexed citations

Blaise, Benjamin J., Gonçalo dos Santos Correia, Izabella Surowiec, et al.. (2021). Statistical analysis in metabolic phenotyping. Nature Protocols. 16(9). 4299–4326. 60 indexed citations

10.

Edlund, Christoffer, et al.. (2021). A Machine Vision Approach for Bioreactor Foam Sensing. SLAS TECHNOLOGY. 26(4). 408–414. 6 indexed citations

11.

Asim, Muhammad Nabeel, Muhammad Imran Malik, Christoph Zehe, et al.. (2020). A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC). IEEE Access. 9. 19379–19390. 12 indexed citations

12.

Corbett, Brandon, et al.. (2020). Subspace Based Model Identification for an Industrial Bioreactor: Handling Infrequent Sampling Using Missing Data Algorithms. Processes. 8(12). 1686–1686. 7 indexed citations

13.

Pettersson, Susanne, Sara Ståhl, Izabella Surowiec, et al.. (2018). Kynurenine pathway is altered in patients with SLE and associated with severe fatigue. Lupus Science & Medicine. 5(1). e000254–e000254. 59 indexed citations

14.

O’Leary, Shaun, et al.. (2014). A speckle tracking application of ultrasound to evaluate activity of multilayered cervical muscles. Journal of Rehabilitation Medicine. 46(7). 662–667. 6 indexed citations

15.

Souihi, Nabil, Melanie Dumarey, Håkan Wikström, et al.. (2013). A quality by design approach to investigate the effect of mannitol and dicalcium phosphate qualities on roll compaction. International Journal of Pharmaceutics. 447(1-2). 47–61. 52 indexed citations

16.

Johansson, Annika, Kyoko Baba, Jarmo Schrader, et al.. (2007). Environmental and hormonal regulation of the activity–dormancy cycle in the cambial meristem involves stage‐specific modulation of transcriptional and metabolic networks. The Plant Journal. 50(4). 557–573. 134 indexed citations

17.

Gabrielsson, Jon & Johan Trygg. (2006). Recent Developments in Multivariate Calibration. Critical Reviews in Analytical Chemistry. 36(3-4). 243–255. 36 indexed citations

18.

Jonsson, Pär, Stephen J. Bruce, Thomas Möritz, et al.. (2005). Extraction, interpretation and validation of information for comparing samples in metabolic LC/MS data sets. The Analyst. 130(5). 701–707. 92 indexed citations

19.

Aa, Jiye, Johan Trygg, Jonas Gullberg, Thomas Möritz, & Stefan L. Marklund. (2004). Global analysis of low-molecular-weight compounds in human plasma using GC/TOF-MS. Drug Metabolism Reviews. 36. 246–246. 7 indexed citations

20.

Trygg, Johan & Svante Wold. (2002). Orthogonal projections to latent structures (O‐PLS). Journal of Chemometrics. 16(3). 119–128. 1907 indexed citations breakdown →

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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