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Daniel Hoffmann 🌼

@danielhoffmann.eurosky.social
132 followers 66 following 1K posts

Using quantitative computational modeling as scientific instrument. Prof at Uni Duisburg-Essen. Science & art addict. Posts my own. #computationalmodeling #bayes #quantitativebiology #immunesystem #cancer #infections #education #HTseq #art

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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 25/09/2026
New version of my free ebook / textbook "Quantitative Concepts for Biologists", now with chapter 10 on Common Statistics Problems doi.org/10.5281/zeno... #biology #textbook #biostatistics #reproducibility #quantitativebiology
doi.org
Quantitative Concepts for Biologists
An introductory course on quantitative concepts in biology for students in biology and natural sciences.
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 22/09/2026
Planetary health check 2026, a fact-based summary that deserves to be read widely. Still better than Mars, but working on it. www.planetaryhealthcheck.org#reports-sect... #planet #climatecrisis
planetaryhealthcheck.org
Planetary Health Check
We have breached 7 out of 9 Planetary Boundaries.The Planetary Health Check 2026 makes it clear: We have to act now.
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 13/09/2026
Book recommendation: Victor Klemperers "The Language of the Third Reich: A Philologist's Notebook" mathstodon.xyz/@Daniel_Hoff... #books #language #totalitarianism
mathstodon.xyz
Daniel Hoffmann 🌼 (@Daniel_Hoffmann@mathstodon.xyz)
Book recommendation: Victor Klemperers "The Language of the Third Reich: A Philologist's Notebook" is a readable monument of living in a totalitarian state. He describes how language, individuals, and...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 12/09/2026
mathstodon.xyz/@Daniel_Hoff... More than 16000 heat-associated fatalities in Germany this year. Seems like an outlier but is in agreement with the trend. #heatwaves #climatecrisis
mathstodon.xyz
Daniel Hoffmann 🌼 (@Daniel_Hoffmann@mathstodon.xyz)
Attached: 1 image With about 16000 deaths, this year's heatwaves were the deadliest natural disaster in Germany for at least the last 100 years (https://www.sueddeutsche.de/projekte/artikel/wissen/so...
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Reposted by Daniel Hoffmann 🌼
John Altringham @johnaltringham.bsky.social · 01/09/2026
Rubha Hunish, the northern tip of Skye. Walnut ink - it is still wet but I've been kicked back into the world. 75 x 20 cm. #Scotland #Skye #landscape #art #sketching
75cm wide ink sketch in walnut ink (warm brown) of a long coastal cliff from a narrow peninsula beneath it. The cliff of columnar basalt recedes to the distant horizon on both sides of the sketch.
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 29/08/2026
Tick-borne virus: Virtually the whole biosphere is constrained by basic parameters such as temperature, which is why the #ClimateCrisis affects all life. One example that should be known more widely is the spread of deadly #infections with shifting climate zones: www.science.org/content/arti...
science.org
Deadly tick-borne virus gains ground in Europe as climate warms
Kosovo shows how surveillance can uncover hidden circulation—and help countries prepare before human cases appear
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 25/08/2026
I am mildly obsessed with #poetry, which can be an ingenious way of making experience portable by the music of language. Though, I still don't know what a poem is, the concept has no clear boundaries. What is a poem? Today in the mail: a heart, wrapped in paper, red, warm, words beating. #haiku
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 23/08/2026
Mini-essay on "Disrupting the flow of knowledge" #education #populism #climatecrisis mathstodon.xyz/@Daniel_Hoff...
mathstodon.xyz
Daniel Hoffmann 🌼 (@Daniel_Hoffmann@mathstodon.xyz)
Disrupting the flow of knowledge: A newspaper article with a summary of excess deaths from a heatwave is an excellent example of how we gain important knowledge beyond our immediate experience. Inform...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 22/08/2026
We are waking up a monster, not in a novel but for real. One of the consequences of the #climatecrisis is the irreversible thawing of #permafrost. Excellent article: readable & relevant. www.theguardian.com/environment/...
theguardian.com
The threatening thaw: climate professor on heatwave risks to tipping point of permafrost
Prof Gustaf Hugelius warns wildfires could accelerate release of methane and carbon as vast regions approach irreversible thresholds
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 19/08/2026
Populists in government make people poorer than they would have been otherwise, according to this empirical study. www.kielinstitut.de/publications... #economy
kielinstitut.de
Populist Leaders and the Economy - Kiel Institute
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 19/08/2026
What could possibly go wrong with populists in government? Where's the evidence? This is unbearable. www.theguardian.com/politics/202... #climatecrisis
theguardian.com
Reform’s Tice accused of misinformation after urging people to enjoy heatwaves
Backlash from nurses, medical experts and green campaigners in response to deputy leader dismissing efforts to reach net zero
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 16/08/2026
Memories of better summers. #poetry mathstodon.xyz/@Daniel_Hoff...
mathstodon.xyz
Daniel Hoffmann 🌼 (@Daniel_Hoffmann@mathstodon.xyz)
A poem that I published about a year ago (seems like ages now) about the end of a more benign summer. Let's not forget that such summers once were normal: Summer leaves She ties her dusty shoes, and...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 14/08/2026
Newly approved mRNA vaccine against flu works well. Faster development allows better match with dominant seasonal flu strains. www.nature.com/articles/d41... #vaccines #flu
nature.com
Will the mRNA flu shot work better than a regular seasonal one? What the science says
Moderna’s newly approved vaccine could allow manufacturers to respond more rapidly to changing influenza strains.
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 10/08/2026
The title resonates www.theguardian.com/uk-news/2026... #climatecrisis
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 09/08/2026
Some thoughts on "ecological amnesia": mathstodon.xyz/@Daniel_Hoff... Interesting article on the topic: www.lemonde.fr/idees/articl... #biodiversity #ecology
mathstodon.xyz
Daniel Hoffmann 🌼 (@Daniel_Hoffmann@mathstodon.xyz)
"Ecological amnesia" is an interesting concept: ecological degradation may take several generations, so people who have been living only in a degraded environment perceive its degraded state as normal...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 08/08/2026
mathstodon.xyz/@Daniel_Hoff...
mathstodon.xyz
Daniel Hoffmann 🌼 (@Daniel_Hoffmann@mathstodon.xyz)
Truth and trust are two pillars of good government. Paul Krugman vividly describes what happens when these pillars crumble https://paulkrugman.substack.com/p/lying-liars-lie-to-each-other-too. Histor...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 05/08/2026
A Titanic counterfactual to illustrate the absurdity of the response to the #ClimateCrisis: mathstodon.xyz/@Daniel_Hoff...
mathstodon.xyz
Daniel Hoffmann 🌼 (@Daniel_Hoffmann@mathstodon.xyz)
The following Titanic counterfactual makes it painfully clear how absurd the reaction to the #ClimateCrisis is: Imagine most of the crew of the Titanic *knew* that the ship was on a collision course w...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 01/08/2026
Some observations on climate change denial and wildfires: mathstodon.xyz/@Daniel_Hoff...
mathstodon.xyz
Daniel Hoffmann 🌼 (@Daniel_Hoffmann@mathstodon.xyz)
It is interesting to see how climate change deniers spin the wildfires. 1. Global warming does not exist, but if it does it has nothing to do with human activity (like release of greenhouse gases by...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 21/07/2026
Developing AI competences of PhD students in biomedicine: mathstodon.xyz/@Daniel_Hoff...
mathstodon.xyz
Daniel Hoffmann 🌼 (@Daniel_Hoffmann@mathstodon.xyz)
What AI competences should PhD students in the life sciences / biomedicine acquire today? (Asking for a friend who is developing a curriculum.) I know that it's impossible to answer this question, giv...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 20/07/2026
When testing several open-weights LLMs for correcting typos/grammar in a technical LaTeX text, I found that capabilities differ. Most caught simple typos, but only one found this one: "... with number $k$ of clusters $C_1, C_2, \ldots, C_N$ ..." (the index N should be k).
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 19/07/2026
Version of free textbook for biology undergraduates "Quantitative Concepts for Biologists" with many corrections for typos/grammar: doi.org/10.5281/zeno... Ran the complete LaTeX source through an open weights LLM and used emacs/ediff to decide on each change.
doi.org
Quantitative Concepts for Biologists
An introductory course on quantitative concepts in biology for undergraduates in biology and natural sciences.
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 19/07/2026
The special ingredient to get this Clivia to bloom in such a spectacular way (each flower has a diameter of ~6 cm) is time, in this case about 55 years.
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 14/07/2026
Cell migration is fundamental to many biological processes (cancer metastasis, cellular immunity, development, ...). Here we introduce a new computational method & free tool to evaluate high-throughput cell migration assays. #cancer #cellmigration #Bayes #quantitativebiology doi.org/10.1371/jour...
doi.org
Uncertainty-aware quantitative analysis of high-throughput live cell migration data
Author summary Cell migration velocity varies across biological processes–from immune responses to cancer metastasis. Yet accurate measurement remains challenging due to inherent cell-to-cell variabil...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 11/07/2026
#T-cells are a major factor in #tumor control, however their diversity makes them a challenging object for quantitative analysis. This new preprint shows a #quantitative toolbox of free open-source tools in action. #AdaptiveImmunity #TumorImmunology. doi.org/10.64898/202...
doi.org
Spatial Compartmentalization of TCR Repertoires Between Primary Melanomas and Sentinel Lymph Nodes Reveals Distinct Clonal Architectures and Shared Antigen Recognition
Primary tumors and their sentinel lymph nodes are functionally linked sites of anti-tumor immunity, yet how T cell receptor (TCR) repertoires are organized across these compartments remains incompletely understood. We thus performed TCR β sequencing on paired primary melanoma tumors and sentinel lymph nodes from 24 treatment-naive patients to quantify TCR repertoire diversity and clonal architecture as markers of antigen-driven selection. Primary tumors exhibited markedly reduced TCR diversity and pronounced clonal dominance compared with matched lymph nodes, consistent with selective expansion of tumor-reactive T cells. Tumor-associated clonotypes displayed significantly longer CDR3 sequences driven by increased non-templated nucleotide insertions, a feature associated with neoantigen recognition, and showed biased TRBV and TRBJ gene usage indicative of CD8+ T cell enrichment. Annotation against known melanoma differentiation and cancer testis antigens identified only a small fraction of clonotypes with characterized specificities, and fewer than 10% of these were shared between tumors and lymph nodes, suggesting that most expanded tumor clonotypes recognize patient-specific antigens. To identify shared immune features beyond individual clonotypes, we applied ClustIRR to build a joint graph linking clonotypes across repertoires by CDR3 sequence similarity and detected Communities on the Joint graph (CJs) to uncover recurrent TCR sequence motifs. Differential occupancy analysis identified distinct CJs segregating tumors and lymph nodes, including a limited number of recurrent CJs targeting MART-1 epitopes, while the majority were patient-specific. Together, these data define spatially structured TCR repertoire architectures in human melanoma and establish a scalable framework for interrogating tumor-immune interactions. eLife Digest Melanoma is a skin cancer harboring many UV-associated mutations, making it recognizable to the immune system. T cells attack cancer using specialized molecular structures called T cell receptors (TCRs). They are frequently referred to as specific keys that only fit into the respective locks, i.e. HLA molecules presenting the target antigen. Surgeons often remove both the tumor and the tumor draining lymph node (aka sentinel lymph node). The tumor is where T cells directly fight cancer, while the sentinel lymph node is where new anti-tumor T cells are first activated. How these two sites coordinate immune surveillance is not completely understood. Here, Kitanovski and colleagues sequenced TCRs from paired tumors and sentinel lymph nodes obtained from melanoma patients. These analyses demonstrated that primary tumors have dramatically reduced TCR diversity, dominated by a few massively expanded T cell clones, whereas sentinel lymph nodes contain broad, balanced repertoires. This reveals intense local selection within the tumor–a small set of tumor-specific T cells expand repeatedly while the lymph node preserves diverse immune reserves. Examining TCR structure revealed a second key difference. Tumor-infiltrating T cells possess on average slightly longer CDR3 loops–the region contacting antigens–especially among dominant clones. These longer loops arise from random nucleotide insertions. Prior work shows that self-antigen-specific T cells have shorter CDR3s due to thymic constraints, whereas T cells recognizing tumor-specific mutation-derived neoantigens escape these restrictions and have longer CDR3s. Thus, tumor TCRs appear tailored for recognizing patient-specific neoantigens. The authors could only use TCRs matching known databases for shared melanoma antigens like MART-1 to identify TCR-specific epitopes; most tumor-expanded TCRs could not be annotated because patient-specific neoantigens are not in public databases. This limitation itself is informative– most expanded tumor TCRs likely target private neoantigens. Grouping TCRs by sequence similarity into “communities” revealed striking patterns: sentinel lymph nodes showed conserved community composition across patients, consistent with responses to common viruses, while tumor repertoires were highly individualized, reflecting each tumor’s unique mutations. These findings establish how anti-melanoma immunity is spatially organized: sentinel lymph nodes contain diverse T cell landscapes, while in primary tumors melanoma-infiltrating T cells appear to have undergone intense selection for neoantigen recognition. This provides a foundation for using TCR features as biomarkers and designing personalized T cell therapies. ### Competing Interest Statement The authors have declared no competing interest. Deutsche Forschungsgemeinschaft, Grants HO 1582/12-1, GRK2762 – project number 450917483 Else-Kröner-Fresenius Stiftung (EFKS) BMFTR DKTK, ED03
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 09/07/2026
If you are looking for an introductory textbook on #QuantitativeBiology for undergraduates: I have just uploaded a free book with exercise material that I have written over the last months. It is the first edition, so have mercy. doi.org/10.5281/zeno... #education #biology
doi.org
Quantitative Concepts for Biologists
An introductory course on quantitative concepts in biology for undergraduates in biology and natural sciences.
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 01/05/2026
The way forward to peace in the Middle East. This is extraordinary and should be normal. www.npr.org/2026/04/16/n...
npr.org
Palestinian & Israeli activists share a vision of peace : Fresh Air : NPR
Israeli Maoz Inon's parents were killed by Hamas in the Oct. 7 attacks. Palestinian Aziz Abu Sarah's brother died after being tortured in an Israeli military prison. Their new book, ‘The Future Is Peace,’ chronicles their eight day drive across Israel and Palestine, through checkpoints, holy sites, refugee camps, and separation walls.
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 23/04/2026
The French town of Sarralbe has installed a webcam that monitors a stork nest. There are currently hatching chicks. www.sarralbe.fr/cigognes
sarralbe.fr
Ville de Sarralbe | Télé-Cigognes - Webcam Live (Sarralbe, Moselle)
Suivez en direct la vie des cigognes de Sarralbe et de leurs petits installés dans le nid sur le toit de la mairie grâce à notre webcam !...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 20/04/2026
Color magic at the train station starring a Prunus, an Asian lady beetle, and a splash of spring sun.
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 19/04/2026
Forever chemicals detected in penguin habitats using pollution detection anklets www.science.org/content/arti...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 19/04/2026
Immune cells (B cells) have a metabolic link to muscle performance. Experiments in mice. doi.org/10.1016/j.ce...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 19/04/2026
A climate coalition of the willing: fewer people, more engagement. That's probably the way forward, much better than waiting. www.theguardian.com/environment/...
theguardian.com
Colombia convenes climate ‘coalition of the willing’ to break global fossil fuel deadlock | Fossil fuels | The Guardian
Santa Marta conference born out of frustration at Cop summits, where renewable progress has been stalled by major polluters
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 15/04/2026
Somatic mutations are not only a crucial factor in cancer but can also be critical for #thyroid #autoimmune disease www.nature.com/articles/s41...
nature.com
Polyclonal selection of immune checkpoint mutations in thyroid autoimmunity - Nature
Nature - Polyclonal selection of immune checkpoint mutations in thyroid autoimmunity
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 11/04/2026
Combination therapy including relacorilant, a medicament usually used to treat excessive cortisol levels, extends survival of patients with platinum resistant ovarian cancer, phase 3 clinical trial shows. doi.org/10.1016/S014... #ovariancancer
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 11/04/2026
Association of #pesticides, perturbed gut #microbiome, and #diabetes2 www.science.org/content/arti...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 10/04/2026
A single nucleotide insertion in a non-coding region (enhancer Enh13) leads to formation of testes in female mice. www.nature.com/articles/s41... #genetics
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 09/04/2026
A mummified reptile that lived almost 300 million years ago www.nature.com/articles/s41...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 09/04/2026
Early prediction of #heart failure by AI analysis of CT scans. Spots subtle changes of tissue around heart. www.theguardian.com/society/2026...
theguardian.com
Scientists develop AI tool to spot heart failure risk five years before it strikes
Oxford team’s technology picked up danger signs with 86% accuracy in study of 72,000 patients in England
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 08/04/2026
The staggering cost of climate inaction is widely known since the Stern review, 20 years ago. www.nature.com/articles/d41...
nature.com
‘Net zero’ isn’t madness: the staggering economic costs of climate change
The landmark Stern Review, published 20 years ago, laid bare the economic cost of climate inaction. A fracturing political consensus now risks accruing even heftier bills for future generations.
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 07/04/2026
Spring morning haiku Nightblue yields to rose, a thousand stars yield to one, blackbird duet, bright.
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 04/04/2026
Poverty is the master parameter for negative health outcomes, including death from air pollution www.theguardian.com/environment/...
theguardian.com
Why reducing air pollution deaths isn’t just about reducing air pollution
Study shows reducing vulnerability to pollution, for example by expanding healthcare access, saves millions of lives
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 03/04/2026
Pre-existing memory T cells can eliminate virus infected cells before they release new virions. www.nature.com/articles/s41...
nature.com
Abortive infection: T cells as early, antibody-independent defenders - Nature Reviews Immunology
Neutralizing antibodies are widely viewed as the frontline of antiviral defence. Yet emerging evidence reveals that T cells can terminate infection before it is detectable by routine clinical assays, ...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 03/04/2026
Reprogramming cancer cells into immune targets is worth a prize. www.science.org/doi/full/10....
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 03/04/2026
Education is the ultimate renewable resource for individual & societal growth and should therefore have top priority. It hasn't. www.science.org/doi/full/10....
science.org
The great education contradiction
Education is a universal public good that can shape individual lives and societies as a whole. It underpins income, health, productivity, equality, social cohesion, and the capacity to adapt and remai...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 03/04/2026
Full speed in the wrong direction: AI makes its weakest users less intellectually fit and more vulnerable to manipulation. www.theguardian.com/technology/2...
theguardian.com
Pupils in England are losing their thinking skills because of AI, survey suggests
Two-thirds of secondary school teachers report a decline in core abilities such as writing and problem-solving
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 31/03/2026
Vaping is likely to cause lung and oral cancer, new review shows. www.theguardian.com/australia-ne...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 31/03/2026
Making people addicted to toxic waste, and then let those addicts buy your toxic waste is a business model. www.theguardian.com/world/2026/m...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 28/03/2026
Polio vaccination: until polio is eradicated, polio vaccination levels should be kept high to avoid outbreaks of this paralysing/fatal disease. Funding & organizing vaccination campaigns is no luxury but a necessity. www.theguardian.com/society/2026...
theguardian.com
Polio virus detected in London days before ministers cut global eradication funding | Polio | The Guardian
Campaigner criticises ‘shortsighted and self-defeating’ decision and says it increases risk to the UK public
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Reposted by Daniel Hoffmann 🌼
EACR - European Association for Cancer Research @helloeacr.bsky.social · 27/03/2026
You have until 13 April to register for Cancer Genomics, Multiomics and Computational Biology! This 7th edition of our extremely popular EACR conference will showcase the latest breakthroughs in the field, with top experts and lots of networking opportunities. eacr.org/conference/c...
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 27/03/2026
Memory of skin inflammation can be stored epigenetically long-term over many cell divisions. Experiments with mice. www.science.org/doi/abs/10.1...
science.org
Distinctive DNA sequence features define epigenetic longevity of inflammatory memory
Tissues harbor memories of inflammation, which heighten sensitivity to diverse future assaults. Whether and how these adaptations are sustained through time and cell division remain poorly understood....
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Daniel Hoffmann 🌼 @danielhoffmann.eurosky.social · 26/03/2026
What could go wrong? www.nature.com/articles/s41...
nature.com
Towards end-to-end automation of AI research | Nature
An artificial intelligence system can produce research papers with minimal human involvement, even passing the first round of peer review for the workshop of a main machine learning conference.
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