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academia (1)
dataviz (5)
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simulation (1)
thirtydaychallenge (2)
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Hi, I’m Peder.

I’m a trained molecular biologist with a great interest in biostatistics, data visualisation and rstats. Currently I’m employed as a postdoc in the Genomics and Metagenomics in Inflammatory Disorders group at the Norwegian PSC Research Center in Oslo.

I’ve made this blog primarily as a repository for my data visualizations and code, which can come in handy when colleagues ask me for help with rstats, coding and biostatistics, or if they simply need inspiration for how they can visualize/tell stories with their data. In fact I sometimes visit the blog to remind myself of how to perform particular tasks in rstats. This blog is also a place where I can rant about various work-related frustrations.

Key research output

Nature Metabolism, 2026

Gut microbiota-derived imidazole propionate promotes primary sclerosing cholangitis via p38 signaling

We aimed to identify microbial drivers of human PSC and identified imidazole propionate (ImP) as increased in PSC and associated with poor outcomes. Experimentally we show that ImP activates mTORC1 and drives liver injury in a p38-dependent manner, suggesting a potential benefit of targeting this axis or ImP production directly.

Journal of Hepatology, 2026

Vitamin B6 predicts poor outcomes in geographically distinct populations with primary sclerosing cholangitis

We expand on our previous findings by investigating vitamin B6’s prognostic value in >1,200 people from three geographically independent PSC cohorts. We verify PLP’s value to predict liver transplant-free survival, and also show that it has prognostic value to predict hepatic decompensation - often considered a more objective endpoint.

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Journal of Hepatology, 2024

Clinical and biochemical impact of vitamin B6 deficiency in primary sclerosing cholangitis before and after liver transplantation

We show that vitamin B6 deficiency is prevalent among people with primary sclerosing cholangitis both before and after liver transplantation. Low vitamin B6 associates with altered flux of B6-dependent biochemical pathways and reduced survival both before and after liver transplantation.

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Journal of Hepatology Reports, 2022

Suppression of bile acid synthesis as a tipping point in the disease course of primary sclerosing cholangitis

We found bile acid accumulation-associated suppression of bile acid synthesis in advanced PSC, as indicated by reduced C4. Low C4 associated with poor outcomes. In a subset of the patients, bile acid synthesis was likely suppressed beyond a tipping point where pharmacological suppression may be futile.

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British Journal of Cancer, 2018

Ex vivo metabolic fingerprinting identifies biomarkers predictive of prostate cancer recurrence following radical prostatectomy

Using ex vivo magnetic resonance spectroscopy, we find reduced levels of citrate and spermine in prostate cancer tumors. Low spermine and high levels of the ratio of choline and creatine to spermine in primary tumors were associated with reduced recurrence-free survival after radical prostatectomy.

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Frontiers in Oncology, 2024

Indole 3-acetate and response to therapy in borderline resectable or locally advanced pancreatic cancer

A 2022 Nature study found that circulating levels of microbial 3-IAA associated with improved outcomes in people with metastatic pancreatic cancer undergoing chemotherapy. We measured circulating 3-IAA in borderline resectable or locally advanced pancreatic cancer, but found no association with outcomes.

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Blog posts


April 30 day chart challenge 2025
thirtydaychallenge
rstats
dataviz
ggplot2
In this blog post I will post all my contributions to the 2025 #30DayChartChallenge.
Peder Braadland
Apr 1, 2025

Embracing uncertainty: Simulation and resampling in R to learn stats
rstats
dataviz
simulation
uncertainty
I love working with statistics. Aside from an introductory course in stats and a statistical modeling course, my studies were focused on biochemistry and molecular biology.…
Peder Braadland
Feb 11, 2025

The uphill battle of publishing negative findings - an example from our lab (updated)
academia
rants
In this post I discuss the challenges that scientists face in publishing studies with negative and/or contradictory findings and how this relates to our tendency to favor…
Peder Braadland
Jan 7, 2025

Hierarchical clustering heatmap from scratch with ggplot2
rstats
dataviz
ggplot2
My colleagues love heatmaps (at least most of them). Especially when they have these interesting trees in them. (And worth to note that the resulting clusters are not…
Peder Braadland
May 2, 2024

April 30 day chart challenge
thirtydaychallenge
rstats
dataviz
ggplot2
Here I will post my first rstats visualisations as part of the #30DayChartChallenge where anyone can contribute with their own visualisations on whatever data they like.
Peder Braadland
Apr 2, 2024

Theming your ggplot
ggplot2
dataviz
rstats
In my opinion, focus on effective and eye-catching data visualization is all too often overlooked in scientific publishing. I must say I’m probably well above average…
Peder Braadland
Sep 26, 2023
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