An omic and multidimensional spatial atlas from serial biopsies of an evolving metastatic breast cancer.

human tumor atlas metastatic breast cancer personalized medicine precision oncology

Journal

Cell reports. Medicine
ISSN: 2666-3791
Titre abrégé: Cell Rep Med
Pays: United States
ID NLM: 101766894

Informations de publication

Date de publication:
15 02 2022
Historique:
received: 07 07 2021
revised: 15 11 2021
accepted: 19 01 2022
entrez: 4 3 2022
pubmed: 5 3 2022
medline: 5 4 2022
Statut: epublish

Résumé

Mechanisms of therapeutic resistance and vulnerability evolve in metastatic cancers as tumor cells and extrinsic microenvironmental influences change during treatment. To support the development of methods for identifying these mechanisms in individual people, here we present an omic and multidimensional spatial (OMS) atlas generated from four serial biopsies of an individual with metastatic breast cancer during 3.5 years of therapy. This resource links detailed, longitudinal clinical metadata that includes treatment times and doses, anatomic imaging, and blood-based response measurements to clinical and exploratory analyses, which includes comprehensive DNA, RNA, and protein profiles; images of multiplexed immunostaining; and 2- and 3-dimensional scanning electron micrographs. These data report aspects of heterogeneity and evolution of the cancer genome, signaling pathways, immune microenvironment, cellular composition and organization, and ultrastructure. We present illustrative examples of how integrative analyses of these data reveal potential mechanisms of response and resistance and suggest novel therapeutic vulnerabilities.

Identifiants

pubmed: 35243422
doi: 10.1016/j.xcrm.2022.100525
pii: S2666-3791(22)00025-8
pmc: PMC8861971
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

100525

Subventions

Organisme : NCI NIH HHS
ID : P30 CA069533
Pays : United States
Organisme : NCI NIH HHS
ID : U24 CA231877
Pays : United States
Organisme : NCI NIH HHS
ID : U01 CA224012
Pays : United States
Organisme : NCI NIH HHS
ID : U2C CA233280
Pays : United States
Organisme : NCI NIH HHS
ID : R44 CA224994
Pays : United States
Organisme : NCI NIH HHS
ID : U54 CA209988
Pays : United States
Organisme : NCI NIH HHS
ID : U01 CA217842
Pays : United States
Organisme : NIGMS NIH HHS
ID : R01 GM132322
Pays : United States

Commentaires et corrections

Type : CommentIn

Informations de copyright

© 2022 The Authors.

Déclaration de conflit d'intérêts

D.S. is employed by Quantitative Imaging Systems. L.M.C. is a paid consultant for Cell Signaling Technologies, Shasqi, and AbbVie; received reagent and/or research support from Plexxikon, Pharmacyclics, Acerta Pharma, Deciphera Pharmaceuticals, Genentech, Roche Glycart AG, Syndax Pharmaceuticals, Innate Pharma, and NanoString Technologies; and is a member of the scientific advisory boards of Syndax Pharmaceuticals, Carisma Therapeutics, Zymeworks, Verseau Therapeutics, Cytomix Therapeutics, and Kineta. G.B.M. has licensed technologies to Myriad Genetics and NanoString; is on the SAB or is a consultant to Amphista, AstraZeneca, Chrysallis Biotechnology, GSK, ImmunoMET, Ionis, Lilly, PDX Pharmaceuticals, Signalchem Lifesciences, Symphogen, Tarveda, Turbine, and Zentalis Pharmaceuticals; and has stock/options/financial interests in Catena Pharmaceuticals, ImmunoMet, SignalChem, and Tarveda. J.W.G. has licensed technologies to Abbott Diagnostics, Zorro Bio, and PDX Pharmaceuticals; has ownership positions in Convergent Genomics, Health Technology Innovations, Zorro Bio, and PDX Pharmaceuticals; serves as a paid consultant to New Leaf Ventures; has received research support from Thermo Fisher Scientific (formerly FEI), Zeiss, Miltenyi Biotech, Cepheid (Danaher), Quantitative Imaging, Health Technology Innovations, and Micron Technologies; and owns stock in Abbott Diagnostics, AbbVie, Alphabet, Amazon, Amgen, Apple, General Electric, Gilead, Intel, Microsoft, Nvidia, and Zimmer Biomet.

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Auteurs

Brett E Johnson (BE)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.

Allison L Creason (AL)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.

Jayne M Stommel (JM)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.

Jamie M Keck (JM)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.

Swapnil Parmar (S)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.

Courtney B Betts (CB)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA.

Aurora Blucher (A)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA.

Christopher Boniface (C)

Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.
Cancer Early Detection Advanced Research Center, Oregon Health & Science University, Portland, OR 97239, USA.

Elmar Bucher (E)

Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.

Erik Burlingame (E)

Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.
Computational Biology Program, Oregon Health & Science University, Portland, OR 97239, USA.

Todd Camp (T)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.

Koei Chin (K)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.

Jennifer Eng (J)

Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.

Joseph Estabrook (J)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA.

Heidi S Feiler (HS)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.

Michael B Heskett (MB)

Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA.

Zhi Hu (Z)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.

Annette Kolodzie (A)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.

Ben L Kong (BL)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Pharmacy Services, Oregon Health & Science University, Portland, OR 97239, USA.

Marilyne Labrie (M)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA.

Jinho Lee (J)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.

Patrick Leyshock (P)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.

Souraya Mitri (S)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.

Janice Patterson (J)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Knight Diagnostic Laboratories, Oregon Health & Science University, Portland, OR 97239, USA.

Jessica L Riesterer (JL)

Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.
Multiscale Microscopy Core, Oregon Health & Science University, Portland, OR 97239, USA.

Shamilene Sivagnanam (S)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA.
Computational Biology Program, Oregon Health & Science University, Portland, OR 97239, USA.

Julia Somers (J)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA.

Damir Sudar (D)

Quantitative Imaging Systems LLC, Portland, OR 97239, USA.

Guillaume Thibault (G)

Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.

Benjamin R Weeder (BR)

Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.

Christina Zheng (C)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.

Xiaolin Nan (X)

Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.
Cancer Early Detection Advanced Research Center, Oregon Health & Science University, Portland, OR 97239, USA.

Reid F Thompson (RF)

Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.
Division of Hospital and Specialty Medicine, VA Portland Healthcare System, Portland, OR 97239, USA.

Laura M Heiser (LM)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.

Paul T Spellman (PT)

Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA.

George Thomas (G)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Pathology & Laboratory Medicine, Oregon Health & Science University, Portland, OR 97239, USA.

Emek Demir (E)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA.

Young Hwan Chang (YH)

Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.
Computational Biology Program, Oregon Health & Science University, Portland, OR 97239, USA.

Lisa M Coussens (LM)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA.

Alexander R Guimaraes (AR)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Diagnostic Radiology, Oregon Health & Science University, Portland, OR 97239, USA.

Christopher Corless (C)

Department of Pharmacy Services, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Pathology & Laboratory Medicine, Oregon Health & Science University, Portland, OR 97239, USA.

Jeremy Goecks (J)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.

Raymond Bergan (R)

Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE 68198, USA.

Zahi Mitri (Z)

Division of Hematology & Medical Oncology, Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Medicine, Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.

Gordon B Mills (GB)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA.

Joe W Gray (JW)

Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA.

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