@aachinger

Head of 3D Chromatin Organisation Laboratory @SAiGENCI @UniofAdelaide

Adelaide, South Australia
Joined October 2011
Joanna Achinger-Kawecka retweeted
Zheng et al, 2026. Transcription factors read a second regulatory code in chromatin. biorxiv.org/content/10.64898… "TFs interpret two complementary layers of genomic information: the primary DNA sequence and a second code written into the nucleosome architecture"
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Joanna Achinger-Kawecka retweeted
We know a bit about how 3D chromatin interactions are formed, but what do we know about how they are disrupted? We asked this question in our latest preprint: doi.org/10.64898/2026.09.15.…, focusing on the massive loss of promoter interactions during neuronal differentiation.
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Joanna Achinger-Kawecka retweeted
Really enjoyed reading this excellent and thought-provoking new review on long-range enhancer-mediated gene regulation: nature.com/articles/s41588-0…
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Joanna Achinger-Kawecka retweeted
Is euchromatin really “open”? 🧬 Using super-resolution imaging🔬 our new study @NatureGenet reveals: Euchromatin forms condensed domains in live cells. Cohesin constrains them and prevents domain mixing for proper transcriptional insulation🚧 🔗nature.com/articles/s41588-0… (1/2)
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Joanna Achinger-Kawecka retweeted
Excited to share Spatial-ATAC-Hi-C @naturemethods, spatial profiling of 3D genome organization + chromatin accessibility in tissue. Excitingly, it detects CNVs and SVs in tumors and reveals spatial heterogeneity. Great collaboration with @RongFan8. nature.com/articles/s41592-0…
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Joanna Achinger-Kawecka retweeted
Mapping enhancer–gene regulatory interactions from single-cell data @NatureGenet @robin_andersson @broadinstitute @novonordiskfond @jengreitz nature.com/articles/s41588-0…
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Joanna Achinger-Kawecka retweeted
Glad to share our latest publication in Science! This work reports: 🧬 the first single-cell 3D genome atlas of human tonsil and B cell immunity, 🧬 the first image-based 3D genomics dataset of any human tissue, 🧬 a new function for cohesin loop extrusion, and 🧬 a novel chromatin "curl" structure. Antibody-mediated immunity relies on the generation of point mutations in rearranged immunoglobulin (Ig) loci of activated germinal center (GC) B cells. This process - called somatic hypermutation (SHM) - allows for antibody affinity maturation but also acts at certain non-Ig sites in the genome, thereby contributing to mutations and chromosomal translocations that drive B cell oncogenesis. My collaborator Prof. David Schatz's previous work indicates that SHM susceptibility is controlled by the cooperative action of cis-acting SHM target elements and the architectural properties of topologically associating domains (TADs), but how the genome is spatially organized across multiple length scales as GC B cells develop and activate SHM and how 3D genome architecture influences the targeting of SHM remains unknown. To test the functional requirement of 3D genome organization for SHM, in this work we developed a 3D genome and spatial transcriptome toolbox optimized for clinical tonsil tissue, and used it to define single cell 3D genome architectures and nuclear organization in GC B cells undergoing SHM in normal human tonsil samples and in malignant GC-derived human B cell lymphoma cell cultures. Our new work generated the following key insights: 🧬 At the large scale, the nuclear positioning of TADs is linked to SHM susceptibility, with the nuclear periphery being more permissive to SHM and the nuclear interior being more protected from SHM. 🧬 At the fine scale, increased intra-TAD looping contacts in gene regions are associated with SHM susceptibility. 🧬 Most importantly, through rapid, targeted degradation of cohesin component RAD21, our new results provide the first direct evidence that the cohesin mediated loop extrusion is essential for SHM. We further showed that the effects of loop extrusion on SHM cannot be solely attributed to transcription activity changes. This represents a brand new function of the famous loop extrusion process. 🧬 In addition, we serendipitously discovered a novel chromatin “curl” structure – a chromatin loop with two long (~25 kb) stem regions aligned in parallel with each other (distinct from e.g., CTCF anchored chromatin loops where two stems are aligned in an anti-parallel fashion). To our best knowledge, this is the first report of such a structure outside of the contexts of DNA recombination/transposition. I'd like to thank all my co-authors, especially co-corresponding author legendary immunobiologist Prof. David Schatz, and co-first authors Yubao, Jianshu, and Yuan. It has truly been a wonderful experience working with you. Link to paper: science.org/doi/10.1126/scie…
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Joanna Achinger-Kawecka retweeted
Very excited to share our @ScienceMagazine paper on single-cell #3D #genome reorganization in #Alzheimer's disease. We jointly measured gene expression and 3D genome architecture in individual human brain cells using #GAGEseq, then integrated these data w/ chromatin accessibility and spatial transcriptomics. We uncovered increased #compartment #mingling and distance-dependent rewiring of gene regulatory contacts in AD. We also developed #Hicformer, a transformer-based model that integrates DNA sequence with 3D genome features to predict cell type-specific gene expression and prioritize candidate regulatory elements. Huge kudos to co-first authors @zocean636 and @xinyuelu1999; and many thanks to Zhijun Duan @UW, Hansruedi Mathys @PittTweet, & David Bennett @rushalzheimers for the wonderful collaboration, as well as to all our co-authors. @CarnegieMellon @SCSatCMU @CMUCompBio #AlzheimersDisease #3DGenome #SingleCell #AI science.org/doi/10.1126/scie…
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Joanna Achinger-Kawecka retweeted
Out today in @Nature: Daniel Lim, MD, PhD (@danlimlab) and colleagues @UCSF have discovered that genes are controlled not only by DNA sequence and chemical epigenetic marks, but also by where they are located inside the nucleus. 🔗nature.com/articles/s41586-0… danlimlab.ucsf.edu
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Joanna Achinger-Kawecka retweeted
Very excited to share our new Nature study! We discovered that replication stress stabilizes CTCF-dependent chromatin loops enclosing stressed nascent DNA, where G9a-mediated heterochromatin protects it from nucleolytic degradation. nature.com/articles/s41586-0…
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Joanna Achinger-Kawecka retweeted
Very happy to see this work finally online!! It was a long haul to generate the transgenic mice. A lot of excitement and learning to use spatial transcriptomics for characterization. Hope this model will help understand the tumor suppressor role of FOXA1 in prostate cancer.
Dr. Jindan Yu and co-authors show that prostate-specific deletion of Foxa1 in Pten-deficient mice drives tumor progression by reprogramming luminal cells toward a basal/squamous-like state and promoting an immunosuppressive tumor microenvironment. 🔗 go.nature.com/4lZOe7o
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Joanna Achinger-Kawecka retweeted
In a phase 1 study of the oral p53 reactivator rezatapopt in heavily pretreated patients with TP53 Y220C–mutated solid tumors, the most common adverse events were nausea and vomiting, and the overall response was 20%. Full PYNNACLE study results: nej.md/3OIQC5P Science behind the Study: Restoring Function to a Variant of p53 in Solid Tumors nej.md/3N0pQW8
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Joanna Achinger-Kawecka retweeted
Excited to share our new FinnGen single-nucleus multiome preprint! 🧬 We profiled ~10M PBMCs (snRNA-seq + snATAC-seq) from 1,108 Finnish donors to map how genetic variants drive complex disease through chromatin and gene regulation 🧵👇 🔗 Link: medrxiv.org/content/10.1101/…
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Very happy to finally present our work! “𝘚𝘵𝘢𝘯𝘥𝘢𝘳𝘥𝘪𝘻𝘦𝘥 𝘮𝘦𝘵𝘳𝘪𝘤𝘴 𝘧𝘰𝘳 𝘢𝘴𝘴𝘦𝘴𝘴𝘮𝘦𝘯𝘵 𝘢𝘯𝘥 𝘳𝘦𝘱𝘳𝘰𝘥𝘶𝘤𝘪𝘣𝘪𝘭𝘪𝘵𝘺 𝘰𝘧 𝘪𝘮𝘢𝘨𝘪𝘯𝘨-𝘣𝘢𝘴𝘦𝘥 𝘴𝘱𝘢𝘵𝘪𝘢𝘭 𝘵𝘳𝘢𝘯𝘴𝘤𝘳𝘪𝘱𝘵𝘰𝘮𝘪𝘤𝘴 𝘥𝘢𝘵𝘢𝘴𝘦𝘵𝘴” Spatial transcriptomics promises deep insight into tissue architecture - but inconsistent data quality across labs and platforms has been a major barrier. A new study from a global consortium addresses this by releasing the Spatial Touchstone (ST): a harmonized, multi-site, multi-platform dataset using six tissue types and two widely imaging used technologies. We introduce SpatialQM, an open-source quality-control software, and a public repository, Spatial Touchstone Portal (STP), that hosts ~33M cells and ~7B transcripts. With standardized metrics for sensitivity, reproducibility, signal-to-noise, false discovery rates, and cell-type annotation, this framework gives labs a way to benchmark and compare spatial transcriptomics data reliably. This effort sets a foundation for more robust, reproducible spatial-omics research — and helps unlock cross-study comparability across institutions and platforms. I’m incredibly thankful to my amazing collaborators across the globe and an special shout out to my dear friends @DrJasPlummer and @mason_lab and their super amazing teams for literally working they brains out to make this happen. Felipe, Jiwoon , David, Luke, Maycon, Yutian, Arjumand, Hannah, Kellie, Alex, Lisa, Alicia, Roberto and many more! @WeillCornell @StJudeResearch nature.com/articles/s41587-0…
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Joanna Achinger-Kawecka retweeted
How does the evolution of the cancer epigenome contribute to immune evasion? We investigated this in colorectal cancer, where we found that immune evasion follows a ‘Big Bang’ evolutionary pattern, initiated right at transformation: nature.com/articles/s41588-0…
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Joanna Achinger-Kawecka retweeted
Too many men die of prostate cancer. We miss you John. We discovered a new way of attacking androgen receptor driven prostate cancers that will lead to new therapeutics. This was a wonderful collaboration with @li_haolong and Felix Feng (rest in peace). doi.org/10.1038/s41588-025-0…
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Joanna Achinger-Kawecka retweeted
This is what the last five years have been about! Incredibly proud to share our new paper in Nature Genetics: “Transcription Factor Switching Drives Subtype Specific Pancreatic Cancer.” Thank you @JCarrollLab @PancreaticCanUK @CRUK_CI nature.com/articles/s41588-0…
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