Open-ST: High-resolution spatial transcriptomics in 3D

被引:20
|
作者
Schott, Marie [1 ]
Leon-Perinan, Daniel [1 ]
Splendiani, Elena [1 ,2 ]
Strenger, Leon [1 ]
Licha, Jan Robin [1 ]
Pentimalli, Tancredi Massimo [1 ]
Schallenberg, Simon [3 ,4 ]
Alles, Jonathan [1 ]
Tagliaferro, Sarah Samut [1 ]
Boltengagen, Anastasiya [1 ]
Ehrig, Sebastian [1 ]
Abbiati, Stefano [1 ,5 ]
Dommerich, Steffen [6 ,7 ]
Pagani, Massimiliano [5 ,8 ]
Ferretti, Elisabetta [1 ,2 ]
Macino, Giuseppe [1 ,9 ]
Karaiskos, Nikos [1 ]
Rajewsky, Nikolaus [1 ,10 ,11 ,12 ,13 ,14 ]
机构
[1] Helmholtz Assoc MDC, Berlin Inst Med Syst Biol BIMSB, Lab Syst Biol Regulatory Elements, Max Delbruck Ctr Mol Med, Hannoversche Str 28, D-10115 Berlin, Germany
[2] Sapienza Univ, Dept Expt Med, Rome, Italy
[3] Free Univ Berlin, Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany
[4] Humboldt Univ, D-10117 Berlin, Germany
[5] IFOM ETS AIRC Inst Mol Oncol, Milan, Italy
[6] Humboldt Univ, Freie Univ Berlin, Dept Otorhinolaryngol, Charite Univ Med Berlin, Charitepl 1, D-13353 Berlin, Germany
[7] Berlin Inst Hlth, Charitepl 1, D-13353 Berlin, Germany
[8] Univ Milan, Dept Med Biotechnol & Translat Med, Milan, Italy
[9] Univ Roma La Sapienza, Dept Cellular Biotechnol & Hematol, I-00161 Rome, Italy
[10] Charite, Charitepl 1, D-10117 Berlin, Germany
[11] German Ctr Cardiovasc Res DZHK, Site Berlin, Berlin, Germany
[12] NeuroCure Cluster Excellence, Berlin, Germany
[13] German Canc Consortium DKTK, Heidelberg, Germany
[14] Natl Ctr Tumor Dis NCT, Site Berlin, Berlin, Germany
关键词
CHEMOKINE RECEPTOR; ENDOTHELIAL-CELLS; GENE-EXPRESSION; RNA; NETWORK; TISSUE; ATLAS; HEAD; DARC;
D O I
10.1016/j.cell.2024.05.055
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Spatial transcriptomics (ST) methods unlock molecular mechanisms underlying tissue development, homeostasis, or disease. However, there is a need for easy-to-use, high-resolution, cost-efficient, and 3D-scalable methods. Here, we report Open-ST, a sequencing-based, open-source experimental and computational resource to address these challenges and to study the molecular organization of tissues in 2D and 3D. In mouse brain, Open-ST captured transcripts at subcellular resolution and reconstructed cell types. In primary head-and-neck tumors and patient-matched healthy/metastatic lymph nodes, Open-ST captured the diversity of immune, stromal, and tumor populations in space, validated by imaging-based ST. Distinct cell states were organized around cell-cell communication hotspots in the tumor but not the metastasis. Strikingly, the 3D reconstruction and multimodal analysis of the metastatic lymph node revealed spatially contiguous structures not visible in 2D and potential biomarkers precisely at the 3D tumor/lymph node boundary. All protocols and software are available at https://rajewsky-lab.github.io/openst.
引用
收藏
页数:47
相关论文
共 50 条
  • [31] HIGH-RESOLUTION 3D DIGITAL MODELS - CH SURVEYOR
    Ene, D.
    Radvan, R.
    ROMANIAN REPORTS IN PHYSICS, 2010, 62 (03) : 660 - 670
  • [32] Rapid High-Resolution Visible Light 3D Printing
    Ahn, Dowon
    Stevens, Lynn M.
    Zhou, Kevin
    Page, Zachariah A.
    ACS CENTRAL SCIENCE, 2020, 6 (09) : 1555 - 1563
  • [33] High-Resolution Multiview Dynamic Holographic 3D Display
    Xu F.
    Yang X.
    Yao J.
    Liu Z.
    Song Q.
    Li Y.
    Zhongguo Jiguang/Chinese Journal of Lasers, 2021, 48 (01):
  • [35] Modeling of High-Resolution 3D Sonar for Image Recognition
    Yu, Son-Cheol
    Teng, Zhu
    Kang, Dong-Joong
    INTERNATIONAL JOURNAL OF OFFSHORE AND POLAR ENGINEERING, 2012, 22 (03) : 186 - 192
  • [36] FEASIBILITY OF HIGH-RESOLUTION, 3D, EM PARTICLE SIMULATIONS
    BUNEMAN, O
    BULLETIN OF THE AMERICAN PHYSICAL SOCIETY, 1979, 24 (08): : 1094 - 1094
  • [37] Organization and simplification of high-resolution 3D city facades
    Parry, M
    Ribarsky, W
    Shaw, C
    Jang, J
    Faust, N
    RADAR SENSOR TECHNOLOGY AND DATA VISUALIZATION, 2002, 4744 : 180 - 187
  • [38] High-resolution 3D Reconstruction with Neural Mesh Shading
    Kang, Jiwoo
    Hwang, Juheon
    Choi, Moonkyeong
    Lee, Sanghoon
    PROCEEDINGS OF SIGGRAPH 2023 POSTERS, SIGGRAPH 2023, 2023,
  • [39] High-Resolution 3D MR Imaging of the Trochlear Nerve
    Choi, B. S.
    Kim, J. H.
    Jung, C.
    Hwang, J. -M.
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2010, 31 (06) : 1076 - 1079
  • [40] HIGH-RESOLUTION PHOTOABSORPTION STUDY OF THE 3D SPECTRUM OF CHROMIUM
    BAIG, MA
    RASHID, A
    AHMAD, I
    RAFI, M
    CONNERADE, JP
    HORMES, J
    JOURNAL OF PHYSICS B-ATOMIC MOLECULAR AND OPTICAL PHYSICS, 1990, 23 (20) : 3489 - 3509