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Bredella MA, Fintelmann FJ, Iafrate AJ, Dagogo-Jack I, Dreyer KJ, Louis DN, Brink JA, Lennerz JK. Administrative Alignment for Integrated Diagnostics Leads to Shortened Time to Diagnose and Service Optimization. Radiology 2024; 312:e240335. [PMID: 39078305 PMCID: PMC11294756 DOI: 10.1148/radiol.240335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 03/04/2024] [Indexed: 07/31/2024]
Affiliation(s)
- Miriam A. Bredella
- From the Department of Radiology, NYU Langone Health Grossman School
of Medicine, 227 E 30th St, Translational Research Building 743, New York, NY
10016 (M.A.B.); Departments of Radiology (M.A.B., F.J.F., K.J.D., J.A.B.) and
Pathology (A.J.I., D.N.L., J.K.L.), Massachusetts General Hospital, Harvard
Medical School, Boston, Mass; Center for Integrated Diagnostics, Massachusetts
General Hospital, Harvard Medical School, Boston, Mass (A.J.I., J.K.L.);
Department of Thoracic Oncology, Massachusetts General Hospital Cancer Center,
Harvard Medical School, Boston, Mass (I.D.J.); Departments of Radiology (K.J.D.,
J.A.B.) and Pathology (D.N.L.), Brigham and Women’s Hospital, Harvard
Medical School, Boston, Mass; Data Science Office, Mass General Brigham Health
System, Boston, Mass (K.J.D.); and BostonGene, Waltham, Mass (J.K.L.)
| | - Florian J. Fintelmann
- From the Department of Radiology, NYU Langone Health Grossman School
of Medicine, 227 E 30th St, Translational Research Building 743, New York, NY
10016 (M.A.B.); Departments of Radiology (M.A.B., F.J.F., K.J.D., J.A.B.) and
Pathology (A.J.I., D.N.L., J.K.L.), Massachusetts General Hospital, Harvard
Medical School, Boston, Mass; Center for Integrated Diagnostics, Massachusetts
General Hospital, Harvard Medical School, Boston, Mass (A.J.I., J.K.L.);
Department of Thoracic Oncology, Massachusetts General Hospital Cancer Center,
Harvard Medical School, Boston, Mass (I.D.J.); Departments of Radiology (K.J.D.,
J.A.B.) and Pathology (D.N.L.), Brigham and Women’s Hospital, Harvard
Medical School, Boston, Mass; Data Science Office, Mass General Brigham Health
System, Boston, Mass (K.J.D.); and BostonGene, Waltham, Mass (J.K.L.)
| | - A. John Iafrate
- From the Department of Radiology, NYU Langone Health Grossman School
of Medicine, 227 E 30th St, Translational Research Building 743, New York, NY
10016 (M.A.B.); Departments of Radiology (M.A.B., F.J.F., K.J.D., J.A.B.) and
Pathology (A.J.I., D.N.L., J.K.L.), Massachusetts General Hospital, Harvard
Medical School, Boston, Mass; Center for Integrated Diagnostics, Massachusetts
General Hospital, Harvard Medical School, Boston, Mass (A.J.I., J.K.L.);
Department of Thoracic Oncology, Massachusetts General Hospital Cancer Center,
Harvard Medical School, Boston, Mass (I.D.J.); Departments of Radiology (K.J.D.,
J.A.B.) and Pathology (D.N.L.), Brigham and Women’s Hospital, Harvard
Medical School, Boston, Mass; Data Science Office, Mass General Brigham Health
System, Boston, Mass (K.J.D.); and BostonGene, Waltham, Mass (J.K.L.)
| | - Ibiayi Dagogo-Jack
- From the Department of Radiology, NYU Langone Health Grossman School
of Medicine, 227 E 30th St, Translational Research Building 743, New York, NY
10016 (M.A.B.); Departments of Radiology (M.A.B., F.J.F., K.J.D., J.A.B.) and
Pathology (A.J.I., D.N.L., J.K.L.), Massachusetts General Hospital, Harvard
Medical School, Boston, Mass; Center for Integrated Diagnostics, Massachusetts
General Hospital, Harvard Medical School, Boston, Mass (A.J.I., J.K.L.);
Department of Thoracic Oncology, Massachusetts General Hospital Cancer Center,
Harvard Medical School, Boston, Mass (I.D.J.); Departments of Radiology (K.J.D.,
J.A.B.) and Pathology (D.N.L.), Brigham and Women’s Hospital, Harvard
Medical School, Boston, Mass; Data Science Office, Mass General Brigham Health
System, Boston, Mass (K.J.D.); and BostonGene, Waltham, Mass (J.K.L.)
| | - Keith J. Dreyer
- From the Department of Radiology, NYU Langone Health Grossman School
of Medicine, 227 E 30th St, Translational Research Building 743, New York, NY
10016 (M.A.B.); Departments of Radiology (M.A.B., F.J.F., K.J.D., J.A.B.) and
Pathology (A.J.I., D.N.L., J.K.L.), Massachusetts General Hospital, Harvard
Medical School, Boston, Mass; Center for Integrated Diagnostics, Massachusetts
General Hospital, Harvard Medical School, Boston, Mass (A.J.I., J.K.L.);
Department of Thoracic Oncology, Massachusetts General Hospital Cancer Center,
Harvard Medical School, Boston, Mass (I.D.J.); Departments of Radiology (K.J.D.,
J.A.B.) and Pathology (D.N.L.), Brigham and Women’s Hospital, Harvard
Medical School, Boston, Mass; Data Science Office, Mass General Brigham Health
System, Boston, Mass (K.J.D.); and BostonGene, Waltham, Mass (J.K.L.)
| | - David N. Louis
- From the Department of Radiology, NYU Langone Health Grossman School
of Medicine, 227 E 30th St, Translational Research Building 743, New York, NY
10016 (M.A.B.); Departments of Radiology (M.A.B., F.J.F., K.J.D., J.A.B.) and
Pathology (A.J.I., D.N.L., J.K.L.), Massachusetts General Hospital, Harvard
Medical School, Boston, Mass; Center for Integrated Diagnostics, Massachusetts
General Hospital, Harvard Medical School, Boston, Mass (A.J.I., J.K.L.);
Department of Thoracic Oncology, Massachusetts General Hospital Cancer Center,
Harvard Medical School, Boston, Mass (I.D.J.); Departments of Radiology (K.J.D.,
J.A.B.) and Pathology (D.N.L.), Brigham and Women’s Hospital, Harvard
Medical School, Boston, Mass; Data Science Office, Mass General Brigham Health
System, Boston, Mass (K.J.D.); and BostonGene, Waltham, Mass (J.K.L.)
| | - James A. Brink
- From the Department of Radiology, NYU Langone Health Grossman School
of Medicine, 227 E 30th St, Translational Research Building 743, New York, NY
10016 (M.A.B.); Departments of Radiology (M.A.B., F.J.F., K.J.D., J.A.B.) and
Pathology (A.J.I., D.N.L., J.K.L.), Massachusetts General Hospital, Harvard
Medical School, Boston, Mass; Center for Integrated Diagnostics, Massachusetts
General Hospital, Harvard Medical School, Boston, Mass (A.J.I., J.K.L.);
Department of Thoracic Oncology, Massachusetts General Hospital Cancer Center,
Harvard Medical School, Boston, Mass (I.D.J.); Departments of Radiology (K.J.D.,
J.A.B.) and Pathology (D.N.L.), Brigham and Women’s Hospital, Harvard
Medical School, Boston, Mass; Data Science Office, Mass General Brigham Health
System, Boston, Mass (K.J.D.); and BostonGene, Waltham, Mass (J.K.L.)
| | - Jochen K. Lennerz
- From the Department of Radiology, NYU Langone Health Grossman School
of Medicine, 227 E 30th St, Translational Research Building 743, New York, NY
10016 (M.A.B.); Departments of Radiology (M.A.B., F.J.F., K.J.D., J.A.B.) and
Pathology (A.J.I., D.N.L., J.K.L.), Massachusetts General Hospital, Harvard
Medical School, Boston, Mass; Center for Integrated Diagnostics, Massachusetts
General Hospital, Harvard Medical School, Boston, Mass (A.J.I., J.K.L.);
Department of Thoracic Oncology, Massachusetts General Hospital Cancer Center,
Harvard Medical School, Boston, Mass (I.D.J.); Departments of Radiology (K.J.D.,
J.A.B.) and Pathology (D.N.L.), Brigham and Women’s Hospital, Harvard
Medical School, Boston, Mass; Data Science Office, Mass General Brigham Health
System, Boston, Mass (K.J.D.); and BostonGene, Waltham, Mass (J.K.L.)
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Hoffmann E, Masthoff M, Kunz WG, Seidensticker M, Bobe S, Gerwing M, Berdel WE, Schliemann C, Faber C, Wildgruber M. Multiparametric MRI for characterization of the tumour microenvironment. Nat Rev Clin Oncol 2024; 21:428-448. [PMID: 38641651 DOI: 10.1038/s41571-024-00891-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2024] [Indexed: 04/21/2024]
Abstract
Our understanding of tumour biology has evolved over the past decades and cancer is now viewed as a complex ecosystem with interactions between various cellular and non-cellular components within the tumour microenvironment (TME) at multiple scales. However, morphological imaging remains the mainstay of tumour staging and assessment of response to therapy, and the characterization of the TME with non-invasive imaging has not yet entered routine clinical practice. By combining multiple MRI sequences, each providing different but complementary information about the TME, multiparametric MRI (mpMRI) enables non-invasive assessment of molecular and cellular features within the TME, including their spatial and temporal heterogeneity. With an increasing number of advanced MRI techniques bridging the gap between preclinical and clinical applications, mpMRI could ultimately guide the selection of treatment approaches, precisely tailored to each individual patient, tumour and therapeutic modality. In this Review, we describe the evolving role of mpMRI in the non-invasive characterization of the TME, outline its applications for cancer detection, staging and assessment of response to therapy, and discuss considerations and challenges for its use in future medical applications, including personalized integrated diagnostics.
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Affiliation(s)
- Emily Hoffmann
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Max Masthoff
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Wolfgang G Kunz
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - Max Seidensticker
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - Stefanie Bobe
- Gerhard Domagk Institute of Pathology, University Hospital Münster, Münster, Germany
| | - Mirjam Gerwing
- Clinic of Radiology, University of Münster, Münster, Germany
| | | | | | - Cornelius Faber
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Moritz Wildgruber
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
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