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Leon-Ferre RA, Jonas SF, Salgado R, Loi S, de Jong V, Carter JM, Nielsen TO, Leung S, Riaz N, Chia S, Jules-Clément G, Curigliano G, Criscitiello C, Cockenpot V, Lambertini M, Suman VJ, Linderholm B, Martens JWM, van Deurzen CHM, Timmermans AM, Shimoi T, Yazaki S, Yoshida M, Kim SB, Lee HJ, Dieci MV, Bataillon G, Vincent-Salomon A, André F, Kok M, Linn SC, Goetz MP, Michiels S. Tumor-Infiltrating Lymphocytes in Triple-Negative Breast Cancer. JAMA 2024; 331:1135-1144. [PMID: 38563834 PMCID: PMC10988354 DOI: 10.1001/jama.2024.3056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 02/20/2024] [Indexed: 04/04/2024]
Abstract
Importance The association of tumor-infiltrating lymphocyte (TIL) abundance in breast cancer tissue with cancer recurrence and death in patients with early-stage triple-negative breast cancer (TNBC) who are not treated with adjuvant or neoadjuvant chemotherapy is unclear. Objective To study the association of TIL abundance in breast cancer tissue with survival among patients with early-stage TNBC who were treated with locoregional therapy but no chemotherapy. Design, Setting, and Participants Retrospective pooled analysis of individual patient-level data from 13 participating centers in North America (Rochester, Minnesota; Vancouver, British Columbia, Canada), Europe (Paris, Lyon, and Villejuif, France; Amsterdam and Rotterdam, the Netherlands; Milan, Padova, and Genova, Italy; Gothenburg, Sweden), and Asia (Tokyo, Japan; Seoul, Korea), including 1966 participants diagnosed with TNBC between 1979 and 2017 (with follow-up until September 27, 2021) who received treatment with surgery with or without radiotherapy but no adjuvant or neoadjuvant chemotherapy. Exposure TIL abundance in breast tissue from resected primary tumors. Main Outcomes and Measures The primary outcome was invasive disease-free survival [iDFS]. Secondary outcomes were recurrence-free survival [RFS], survival free of distant recurrence [distant RFS, DRFS], and overall survival. Associations were assessed using a multivariable Cox model stratified by participating center. Results This study included 1966 patients with TNBC (median age, 56 years [IQR, 39-71]; 55% had stage I TNBC). The median TIL level was 15% (IQR, 5%-40%). Four-hundred seventeen (21%) had a TIL level of 50% or more (median age, 41 years [IQR, 36-63]), and 1300 (66%) had a TIL level of less than 30% (median age, 59 years [IQR, 41-72]). Five-year DRFS for stage I TNBC was 94% (95% CI, 91%-96%) for patients with a TIL level of 50% or more, compared with 78% (95% CI, 75%-80%) for those with a TIL level of less than 30%; 5-year overall survival was 95% (95% CI, 92%-97%) for patients with a TIL level of 50% or more, compared with 82% (95% CI, 79%-84%) for those with a TIL level of less than 30%. At a median follow-up of 18 years, and after adjusting for age, tumor size, nodal status, histological grade, and receipt of radiotherapy, each 10% higher TIL increment was associated independently with improved iDFS (hazard ratio [HR], 0.92 [0.89-0.94]), RFS (HR, 0.90 [0.87-0.92]), DRFS (HR, 0.87 [0.84-0.90]), and overall survival (0.88 [0.85-0.91]) (likelihood ratio test, P < 10e-6). Conclusions and Relevance In patients with early-stage TNBC who did not undergo adjuvant or neoadjuvant chemotherapy, breast cancer tissue with a higher abundance of TIL levels was associated with significantly better survival. These results suggest that breast tissue TIL abundance is a prognostic factor for patients with early-stage TNBC.
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Affiliation(s)
| | - Sarah Flora Jonas
- Office of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, labeled Ligue Contre le Cancer, Villejuif, France
| | - Roberto Salgado
- GZA-ZNA-Hospitals, Antwerp, Belgium
- Peter Mac Callum Cancer Centre, Melbourne, Victoria, Australia
| | - Sherene Loi
- Peter Mac Callum Cancer Centre, Melbourne, Victoria, Australia
| | - Vincent de Jong
- Department of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jodi M. Carter
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | | | - Samuel Leung
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Nazia Riaz
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Stephen Chia
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Gérôme Jules-Clément
- Bioinformatics Core Facility, Gustave Roussy, Université Paris-Saclay, Inserm US23, CNRS UMS 3655, Villejuif, France
| | - Giuseppe Curigliano
- Division of Early Drug Development for Innovative Therapy, IEO, European Institute of Oncology, IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Carmen Criscitiello
- Division of Early Drug Development for Innovative Therapy, IEO, European Institute of Oncology, IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | | | - Matteo Lambertini
- Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
| | - Vera J. Suman
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota
| | - Barbro Linderholm
- Sahlgrenska University Hospital, and Sahlgrenska Academy at Gothenburg University, Gothenburg, Sweden
| | | | | | | | | | - Shu Yazaki
- National Cancer Center Hospital, Tokyo, Japan
| | | | - Sung-Bae Kim
- Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hee Jin Lee
- Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Maria Vittoria Dieci
- Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy
- Oncology 2, Veneto Institute of Oncology IOV—IRCCS, Padova, Italy
| | | | | | - Fabrice André
- Office of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, labeled Ligue Contre le Cancer, Villejuif, France
| | - Marleen Kok
- Department of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Sabine C. Linn
- Department of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | | | - Stefan Michiels
- Office of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, labeled Ligue Contre le Cancer, Villejuif, France
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van Loo B, Ten Den SA, Araújo-Gomes N, de Jong V, Snabel RR, Schot M, Rivera-Arbeláez JM, Veenstra GJC, Passier R, Kamperman T, Leijten J. Mass production of lumenogenic human embryoid bodies and functional cardiospheres using in-air-generated microcapsules. Nat Commun 2023; 14:6685. [PMID: 37865642 PMCID: PMC10590445 DOI: 10.1038/s41467-023-42297-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 10/05/2023] [Indexed: 10/23/2023] Open
Abstract
Organoids are engineered 3D miniature tissues that are defined by their organ-like structures, which drive a fundamental understanding of human development. However, current organoid generation methods are associated with low production throughputs and poor control over size and function including due to organoid merging, which limits their clinical and industrial translation. Here, we present a microfluidic platform for the mass production of lumenogenic embryoid bodies and functional cardiospheres. Specifically, we apply triple-jet in-air microfluidics for the ultra-high-throughput generation of hollow, thin-shelled, hydrogel microcapsules that can act as spheroid-forming bioreactors in a cytocompatible, oil-free, surfactant-free, and size-controlled manner. Uniquely, we show that microcapsules generated by in-air microfluidics provide a lumenogenic microenvironment with near 100% efficient cavitation of spheroids. We demonstrate that upon chemical stimulation, human pluripotent stem cell-derived spheroids undergo cardiomyogenic differentiation, effectively resulting in the mass production of homogeneous and functional cardiospheres that are responsive to external electrical stimulation. These findings drive clinical and industrial adaption of stem cell technology in tissue engineering and drug testing.
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Affiliation(s)
- Bas van Loo
- University of Twente, TechMed Centre, Department of Developmental BioEngineering, Enschede, The Netherlands
| | - Simone A Ten Den
- University of Twente, TechMed Centre, Department of Applied Stem Cell Technology, Enschede, The Netherlands
| | - Nuno Araújo-Gomes
- University of Twente, TechMed Centre, Department of Developmental BioEngineering, Enschede, The Netherlands
| | - Vincent de Jong
- University of Twente, TechMed Centre, Department of Developmental BioEngineering, Enschede, The Netherlands
| | - Rebecca R Snabel
- Radboud University, Radboud Institute for Molecular Life Sciences, Faculty of Science, Department of Molecular Developmental Biology, Nijmegen, The Netherlands
| | - Maik Schot
- University of Twente, TechMed Centre, Department of Developmental BioEngineering, Enschede, The Netherlands
| | - José M Rivera-Arbeláez
- University of Twente, TechMed Centre, Department of Applied Stem Cell Technology, Enschede, The Netherlands
- University of Twente, TechMed Centre, Max Planck Center for Complex Fluid Dynamics, BIOS Lab-on-a-Chip Group, Enschede, The Netherlands
| | - Gert Jan C Veenstra
- Radboud University, Radboud Institute for Molecular Life Sciences, Faculty of Science, Department of Molecular Developmental Biology, Nijmegen, The Netherlands
| | - Robert Passier
- University of Twente, TechMed Centre, Department of Applied Stem Cell Technology, Enschede, The Netherlands
- Leiden University Medical Centre, Department of Anatomy and Embryology, Leiden, Netherlands
| | - Tom Kamperman
- University of Twente, TechMed Centre, Department of Developmental BioEngineering, Enschede, The Netherlands
- IamFluidics B.V., De Veldmaat 17, 7522NM, Enschede, The Netherlands
| | - Jeroen Leijten
- University of Twente, TechMed Centre, Department of Developmental BioEngineering, Enschede, The Netherlands.
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