Research:
With nearly 1,200 impressions highlights the pre-cancer atlas published in Nature Portfolio: npj Breast Cancer co-authored by a team of six UVM Cancer Center investigators, Janet Stein, Ph.D., Donald Weaver, M.D., Gary Stein, Ph.D., Brian Sprague, Ph.D., Jonathan Gordon, Ph.D., and Mark Evans, Ph.D. Read here.
![Atlas paper figure Atlas paper figure](/images/atlas_paper_figure/biochemistry-images/atlas_paper_figure.png?sfvrsn=5c414639_0)
Featured Publication:
Spatiotemporal higher-order chromatin landscape of human histone gene clusters at histone locus bodies during the cell cycle in breast cancer progression
Ghule PN, Boyd JR, Kabala F, Fritz AJ, Bouffard NA, Gao C, Bright K, Macfarlane J, Seward DJ, Pegoraro G, Misteli T, Lian JB, Frietze S, Stein JL, van Wijnen AJ, Stein GS. Spatiotemporal higher-order chromatin landscape of human histone gene clusters at histone locus bodies during the cell cycle in breast cancer progression. Gene. 2023 Jul 1;872:147441. doi: 10.1016/j.gene.2023.147441. Epub 2023 Apr 23. Erratum in: Gene. 2023 May 11;873:147469. PMID: 37094694; PMCID: PMC10370284.
![Spatiotemporal higher-order chromatin landscape of human histone Spatiotemporal higher-order chromatin landscape of human histone](/images/spatiotemporal_higher-order_chromatin_landscape_of_human_histone/biochemistry-images/1-s2_0-s0378111923002822-gr5_lrg.tmb-medium.jpg?sfvrsn=3170087b_1)
Two publications report the discovery of long non-coding RNAs that epigenetically mediate human mesenchymal stem cell pluripotency and competency for osteoblast differentiation.
Gordon JAR, Tye CE, Banerjee B, Ghule PN, van Wijnen AJ, Kabala FS, Page NA, Falcone MM, Stein JL, Stein GS, Lian JB. LINC01638 sustains human mesenchymal stem cell self-renewal and competency for osteogenic cell fate. Sci Rep. 2023 Nov 20;13(1):20314. doi: 10.1038/s41598-023-46202-z. PMID: 37985890; PMCID: PMC10662126.
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)
Tye CE, Ghule PN, Gordon JAR, Kabala FS, Page NA, Falcone MM, Tracy KM, van Wijnen AJ, Stein JL, Lian JB, Stein GS. LncMIR181A1HG is a novel chromatin-bound epigenetic suppressor of early stage osteogenic lineage commitment. Sci Rep. 2022 May 11;12(1):7770. doi: 10.1038/s41598-022-11814-4. PMID: 35546168; PMCID: PMC9095685.