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Anandi L, Garcia J, Ros M, Janská L, Liu J, Carmona-Fontaine C. Direct visualization of emergent metastatic features within an ex vivo model of the tumor microenvironment. Life Sci Alliance 2025; 8:e202403053. [PMID: 39419548 PMCID: PMC11487089 DOI: 10.26508/lsa.202403053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 10/03/2024] [Accepted: 10/07/2024] [Indexed: 10/19/2024] Open
Abstract
Ischemic conditions such as hypoxia and nutrient starvation, together with interactions with stromal cells, are critical drivers of metastasis. These conditions arise deep within tumor tissues, and thus, observing nascent metastases is exceedingly challenging. We thus developed the 3MIC-an ex vivo model of the tumor microenvironment-to study the emergence of metastatic features in tumor cells in a 3-dimensional (3D) context. Here, tumor cells spontaneously create ischemic-like conditions, allowing us to study how tumor spheroids migrate, invade, and interact with stromal cells under different metabolic conditions. Consistent with previous data, we show that ischemia increases cell migration and invasion, but the 3MIC allowed us to directly observe and perturb cells while they acquire these pro-metastatic features. Interestingly, our results indicate that medium acidification is one of the strongest pro-metastatic cues and also illustrate using the 3MIC to test anti-metastatic drugs on cells experiencing different metabolic conditions. Overall, the 3MIC can help dissecting the complexity of the tumor microenvironment for the direct observation and perturbation of tumor cells during the early metastatic process.
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Affiliation(s)
- Libi Anandi
- Center for Genomics & Systems Biology, Department of Biology, New York University, New York, NY, USA
| | - Jeremy Garcia
- Center for Genomics & Systems Biology, Department of Biology, New York University, New York, NY, USA
| | - Manon Ros
- Center for Genomics & Systems Biology, Department of Biology, New York University, New York, NY, USA
| | - Libuše Janská
- Center for Genomics & Systems Biology, Department of Biology, New York University, New York, NY, USA
| | - Josephine Liu
- Center for Genomics & Systems Biology, Department of Biology, New York University, New York, NY, USA
| | - Carlos Carmona-Fontaine
- Center for Genomics & Systems Biology, Department of Biology, New York University, New York, NY, USA
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Pietsch FL, Haag F, Ayx I, Grawe F, Vellala AK, Schoenberg SO, Froelich MF, Tharmaseelan H. Textural heterogeneity of liver lesions in CT imaging - comparison of colorectal and pancreatic metastases. Abdom Radiol (NY) 2024; 49:4295-4306. [PMID: 39115682 PMCID: PMC11522118 DOI: 10.1007/s00261-024-04511-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 07/26/2024] [Accepted: 07/27/2024] [Indexed: 10/30/2024]
Abstract
PURPOSE Tumoral heterogeneity poses a challenge for personalized cancer treatments. Especially in metastasized cancer, it remains a major limitation for successful targeted therapy, often leading to drug resistance due to tumoral escape mechanisms. This work explores a non-invasive radiomics-based approach to capture textural heterogeneity in liver lesions and compare it between colorectal cancer (CRC) and pancreatic cancer (PDAC). MATERIALS AND METHODS In this retrospective single-center study 73 subjects (42 CRC, 31 PDAC) with 1291 liver metastases (430 CRC, 861 PDAC) were segmented fully automated on contrast-enhanced CT images by a UNet for medical images. Radiomics features were extracted using the Python package Pyradiomics. The mean coefficient of variation (CV) was calculated patient-wise for each feature to quantify the heterogeneity. An unpaired t-test identified features with significant differences in feature variability between CRC and PDAC metastases. RESULTS In both colorectal and pancreatic liver metastases, interlesional heterogeneity in imaging can be observed using quantitative imaging features. 75 second-order features were extracted to compare the varying textural characteristics. In total, 18 radiomics features showed a significant difference (p < 0.05) in their expression between the two malignancies. Out of these, 16 features showed higher levels of variability within the cohort of pancreatic metastases, which, as illustrated in a radar plot, suggests greater textural heterogeneity for this entity. CONCLUSIONS Radiomics has the potential to identify the interlesional heterogeneity of CT texture among individual liver metastases. In this proof-of-concept study for the quantification and comparison of imaging-related heterogeneity in liver metastases a variation in the extent of heterogeneity levels in CRC and PDAC liver metastases was shown.
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Affiliation(s)
- Friedrich L Pietsch
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Florian Haag
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Isabelle Ayx
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Freba Grawe
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
- DKFZ Hector Cancer Institute at the University Medical Center Mannheim, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Abhinay K Vellala
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Stefan O Schoenberg
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Matthias F Froelich
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
| | - Hishan Tharmaseelan
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
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Tang Y, Fahira A, Lin S, Shao Y, Huang Z. Shared and specific competing endogenous RNAs network mining in four digestive system tumors. Comput Struct Biotechnol J 2024; 23:4271-4287. [PMID: 39669749 PMCID: PMC11635987 DOI: 10.1016/j.csbj.2024.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 10/17/2024] [Accepted: 11/02/2024] [Indexed: 12/14/2024] Open
Abstract
Background Digestive system malignancies, including esophageal carcinoma (ESCA), stomach adenocarcinoma (STAD), liver hepatocellular carcinoma (LIHC), and colon adenocarcinoma (COAD), pose significant global health challenges. Identifying shared and distinct regulatory mechanisms across these cancers can lead to improved therapies. This study aims to construct and compare competing endogenous RNA (ceRNA) networks across ESCA, STAD, LIHC, and COAD to identify RNA biomarkers that could serve as precision therapeutic targets to enhance clinical outcomes and advance personalized cancer care. Methods Clinical and transcriptomic data from The Cancer Genome Atlas (TCGA) were analyzed to predict differentially expressed RNAs using the edgeR package. The ceRNA networks were constructed using the miRcode and ENCORI databases. Functional enrichment analysis and prognostic RNA screening were performed with ConsensusPathDB and univariate Cox regression analysis. Results we identified 6, 88, 55, and 41 RNA biomarkers in ESCA, STAD, LIHC, and COAD, respectively. Network analysis revealed shared and specific elements, with shared nodes enriched in cell cycle and mitotic processes. Several biomarkers, including HMGB3 and RGS16 (ESCA), COL4A1 and COL6A3 (STAD), CDCA5 and CDCA8 (LIHC), and LIMK1 and OSBPL3 (COAD), were consistent with prior studies, while novel biomarkers, such as C3P1 (ESCA), P2RY6 (STAD), and N4BP2L1 and PPP1R3B (LIHC), were discovered. Based on RNA correlation analysis, 1, 23, and 2 potential ceRNA regulatory axes were identified in STAD (PVT1/miR-490-3p/HMGA2), LIHC (DLX6-AS1/miR-139-5p/TOP2A, etc.), and COAD (STRCP1 & LINC00488/miR-142-3p/GAB1), respectively. Conclusions This study advances the understanding of ceRNA networks in digestive cancers, highlighting RNA biomarkers with potential as therapeutic targets for personalized treatment strategies.
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Affiliation(s)
- Yulai Tang
- Key Laboratory of Computer-Aided Drug Design of Dongguan City, The First Dongguan Affiliated Hospital, School of Pharmacy, Guangdong Medical University, Dongguan 523710, China
- Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, School of Pharmacy, Guangdong Medical University, Dongguan 523808, China
- Dongguan Key Laboratory of Sepsis Translational Medicine, The First Dongguan Affiliated Hospital, Guangdong Medical University, Dongguan 523710
| | - Aamir Fahira
- Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, School of Pharmacy, Guangdong Medical University, Dongguan 523808, China
| | - Siying Lin
- Dongguan Key Laboratory of Sepsis Translational Medicine, The First Dongguan Affiliated Hospital, Guangdong Medical University, Dongguan 523710
| | - Yiming Shao
- Key Laboratory of Computer-Aided Drug Design of Dongguan City, The First Dongguan Affiliated Hospital, School of Pharmacy, Guangdong Medical University, Dongguan 523710, China
| | - Zunnan Huang
- Key Laboratory of Computer-Aided Drug Design of Dongguan City, The First Dongguan Affiliated Hospital, School of Pharmacy, Guangdong Medical University, Dongguan 523710, China
- Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, School of Pharmacy, Guangdong Medical University, Dongguan 523808, China
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Consalvo F, De Simone M, Scarpa A, Acerra A, Salzano FA, Fineschi V, Santurro A. Challenges and Complications in the Management of Advanced Oropharyngeal Carcinoma: Role of Post-Mortem Diagnosis and Future Perspectives. J Clin Med 2024; 13:5198. [PMID: 39274413 PMCID: PMC11396599 DOI: 10.3390/jcm13175198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 08/30/2024] [Accepted: 08/31/2024] [Indexed: 09/16/2024] Open
Abstract
Oropharyngeal squamous-cell carcinoma (OPSCC) poses significant challenges in diagnosis, treatment, and management and has important medico-legal and forensic implications. In particular, the management of OPSCC and its treatment-related complications can often be challenging. In cases with advanced OPSCC, a loco-regional extension of the tumor can contribute to the destruction of oral cavity tissues, while the radiotherapy treatment can induce profound changes in tissue morphology and structure. These changes, which resemble tumor neoplasms and endovascular effects, are related to a higher risk of fatal bleeding, as reported in the case study illustrated, in which a hemorrhage occurred from a lingual artery, originating from an ulcerative, necrotic, hemorrhagic lesion on the tongue. Bleeding complications in OPSCC and prolonged radiotherapy are associated with high mortality and require comprehensive management strategies to improve survival and quality of life. Autopsy investigations, contributing to the definition of post-mortem diagnosis, can provide valuable insights into the pathogenetic mechanisms underlying bleeding and guide therapeutic decisions and preventive measures. The integration of autopsy and histopathological investigation into clinical practice should be considered as a necessary support to optimize the management of complications in advanced OPSCC patients, emphasizing the importance of a patient-centered approach and continued research.
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Affiliation(s)
- Francesca Consalvo
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Salerno, Italy
- BrainLab s.r.l., Mercato San Severino, 84085 Salerno, Italy
- Unit of Legal Medicine, University Hospital "San Giovanni di Dio e Ruggi D'Aragona", 84081 Salerno, Italy
| | - Matteo De Simone
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Salerno, Italy
- BrainLab s.r.l., Mercato San Severino, 84085 Salerno, Italy
| | - Alfonso Scarpa
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Salerno, Italy
| | - Alfonso Acerra
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Salerno, Italy
- Unit of Otolaryngology, University Hospital "San Giovanni di Dio e Ruggi, D'Aragona", 84081 Salerno, Italy
| | - Francesco Antonio Salzano
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Salerno, Italy
- Unit of Otolaryngology, University Hospital "San Giovanni di Dio e Ruggi, D'Aragona", 84081 Salerno, Italy
| | - Vittorio Fineschi
- Department of Anatomical, Histological, Forensic and Orthopaedic Sciences, Sapienza University of Rome, 00161 Rome, Italy
| | - Alessandro Santurro
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Salerno, Italy
- Unit of Legal Medicine, University Hospital "San Giovanni di Dio e Ruggi D'Aragona", 84081 Salerno, Italy
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Anandi L, Garcia J, Ros M, Janská L, Liu J, Carmona-Fontaine C. Direct visualization of emergent metastatic features within an ex vivo model of the tumor microenvironment. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.01.09.523294. [PMID: 36712084 PMCID: PMC9882016 DOI: 10.1101/2023.01.09.523294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Metabolic conditions such as hypoxia, nutrient starvation, and media acidification, together with interactions with stromal cells are critical drivers of metastasis. Since these conditions arise deep within tumor tissues with poor access to the bloodstream, the observation of nascent metastases in vivo is exceedingly challenging. On the other hand, conventional cell culture studies cannot capture the complex nature of metastatic processes. We thus designed and implemented an ex vivo model of the tumor microenvironment to study the emergence of metastatic features in tumor cells in their native 3-dimensional (3D) context. In this system, named 3MIC, tumor cells spontaneously create ischemic-like conditions, and it allows the direct visualization of tumor-stroma interactions with high spatial and temporal resolution. We studied how 3D tumor spheroids evolve in the 3MIC when cultured under different metabolic environments and in the presence or absence of stromal cells. Consistent with previous experimental and clinical data, we show that ischemic environments increase cell migration and invasion. Importantly, the 3MIC allowed us to directly observe the emergence of these pro-metastatic features with single-cell resolution allowing us to track how changes in tumor motility were modulated by macrophages and endothelial cells. With these tools, we determined that the acidification of the extracellular media was more important than hypoxia in the induction of pro-metastatic tumor features. We also illustrate how the 3MIC can be used to test the effects of anti-metastatic drugs on cells experiencing different metabolic conditions. Overall, the 3MIC allows us to directly observe the emergence of metastatic tumor features in a physiologically relevant model of the tumor microenvironment. This simple and cost-effective system can dissect the complexity of the tumor microenvironment to test perturbations that may prevent tumors from becoming metastatic.
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Sen T, Takahashi N, Chakraborty S, Takebe N, Nassar AH, Karim NA, Puri S, Naqash AR. Emerging advances in defining the molecular and therapeutic landscape of small-cell lung cancer. Nat Rev Clin Oncol 2024; 21:610-627. [PMID: 38965396 DOI: 10.1038/s41571-024-00914-x] [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: 06/06/2024] [Indexed: 07/06/2024]
Abstract
Small-cell lung cancer (SCLC) has traditionally been considered a recalcitrant cancer with a dismal prognosis, with only modest advances in therapeutic strategies over the past several decades. Comprehensive genomic assessments of SCLC have revealed that most of these tumours harbour deletions of the tumour-suppressor genes TP53 and RB1 but, in contrast to non-small-cell lung cancer, have failed to identify targetable alterations. The expression status of four transcription factors with key roles in SCLC pathogenesis defines distinct molecular subtypes of the disease, potentially enabling specific therapeutic approaches. Overexpression and amplification of MYC paralogues also affect the biology and therapeutic vulnerabilities of SCLC. Several other attractive targets have emerged in the past few years, including inhibitors of DNA-damage-response pathways, epigenetic modifiers, antibody-drug conjugates and chimeric antigen receptor T cells. However, the rapid development of therapeutic resistance and lack of biomarkers for effective selection of patients with SCLC are ongoing challenges. Emerging single-cell RNA sequencing data are providing insights into the plasticity and intratumoural and intertumoural heterogeneity of SCLC that might be associated with therapeutic resistance. In this Review, we provide a comprehensive overview of the latest advances in genomic and transcriptomic characterization of SCLC with a particular focus on opportunities for translation into new therapeutic approaches to improve patient outcomes.
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Affiliation(s)
- Triparna Sen
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Nobuyuki Takahashi
- Department of Medical Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Subhamoy Chakraborty
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Naoko Takebe
- Developmental Therapeutics Branch, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA
| | - Amin H Nassar
- Division of Oncology, Yale University School of Medicine, New Haven, CT, USA
| | - Nagla A Karim
- Inova Schar Cancer Institute Virginia, Fairfax, VA, USA
| | - Sonam Puri
- Division of Medical Oncology, Huntsman Cancer Institute, Salt Lake City, UT, USA
| | - Abdul Rafeh Naqash
- Medical Oncology/ TSET Phase 1 program, University of Oklahoma, Oklahoma City, OK, USA.
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7
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Geukens T, Maetens M, Hooper JE, Oesterreich S, Lee AV, Miller L, Atkinson JM, Rosenzweig M, Puhalla S, Thorne H, Devereux L, Bowtell D, Loi S, Bacon ER, Ihle K, Song M, Rodriguez‐Rodriguez L, Welm AL, Gauchay L, Murali R, Chanda P, Karacay A, Naceur‐Lombardelli C, Bridger H, Swanton C, Jamal‐Hanjani M, Kollath L, True L, Morrissey C, Chambers M, Chinnaiyan AM, Wilson A, Mehra R, Reichert Z, Carey LA, Perou CM, Kelly E, Maeda D, Goto A, Kulka J, Székely B, Szasz AM, Tőkés A, Van Den Bogaert W, Floris G, Desmedt C. Research autopsy programmes in oncology: shared experience from 14 centres across the world. J Pathol 2024; 263:150-165. [PMID: 38551513 PMCID: PMC11497336 DOI: 10.1002/path.6271] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 12/22/2023] [Accepted: 02/09/2024] [Indexed: 05/12/2024]
Abstract
While there is a great clinical need to understand the biology of metastatic cancer in order to treat it more effectively, research is hampered by limited sample availability. Research autopsy programmes can crucially advance the field through synchronous, extensive, and high-volume sample collection. However, it remains an underused strategy in translational research. Via an extensive questionnaire, we collected information on the study design, enrolment strategy, study conduct, sample and data management, and challenges and opportunities of research autopsy programmes in oncology worldwide. Fourteen programmes participated in this study. Eight programmes operated 24 h/7 days, resulting in a lower median postmortem interval (time between death and start of the autopsy, 4 h) compared with those operating during working hours (9 h). Most programmes (n = 10) succeeded in collecting all samples within a median of 12 h after death. A large number of tumour sites were sampled during each autopsy (median 15.5 per patient). The median number of samples collected per patient was 58, including different processing methods for tumour samples but also non-tumour tissues and liquid biopsies. Unique biological insights derived from these samples included metastatic progression, treatment resistance, disease heterogeneity, tumour dormancy, interactions with the tumour micro-environment, and tumour representation in liquid biopsies. Tumour patient-derived xenograft (PDX) or organoid (PDO) models were additionally established, allowing for drug discovery and treatment sensitivity assays. Apart from the opportunities and achievements, we also present the challenges related with postmortem sample collections and strategies to overcome them, based on the shared experience of these 14 programmes. Through this work, we hope to increase the transparency of postmortem tissue donation, to encourage and aid the creation of new programmes, and to foster collaborations on these unique sample collections. © 2024 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Tatjana Geukens
- Laboratory for Translational Breast Cancer Research, Department of OncologyKU LeuvenLeuvenBelgium
| | - Marion Maetens
- Laboratory for Translational Breast Cancer Research, Department of OncologyKU LeuvenLeuvenBelgium
| | - Jody E Hooper
- Stanford University School of MedicinePalo AltoCAUSA
| | - Steffi Oesterreich
- University of Pittsburgh UPMC Hillman Cancer Center, and Magee Womens Research InstitutePittsburghPAUSA
| | - Adrian V Lee
- University of Pittsburgh UPMC Hillman Cancer Center, and Magee Womens Research InstitutePittsburghPAUSA
| | - Lori Miller
- University of Pittsburgh UPMC Hillman Cancer Center, and Magee Womens Research InstitutePittsburghPAUSA
| | - Jenny M Atkinson
- University of Pittsburgh UPMC Hillman Cancer Center, and Magee Womens Research InstitutePittsburghPAUSA
| | - Margaret Rosenzweig
- University of Pittsburgh UPMC Hillman Cancer Center, and Magee Womens Research InstitutePittsburghPAUSA
| | - Shannon Puhalla
- University of Pittsburgh UPMC Hillman Cancer Center, and Magee Womens Research InstitutePittsburghPAUSA
| | - Heather Thorne
- Peter MacCallum Cancer CentreMelbourneAustralia
- Sir Peter MacCallum Department of OncologyThe University of MelbourneParkvilleAustralia
| | - Lisa Devereux
- Peter MacCallum Cancer CentreMelbourneAustralia
- Sir Peter MacCallum Department of OncologyThe University of MelbourneParkvilleAustralia
| | | | - Sherene Loi
- Peter MacCallum Cancer CentreMelbourneAustralia
- Sir Peter MacCallum Department of OncologyThe University of MelbourneParkvilleAustralia
| | - Eliza R Bacon
- Center for Precision MedicineCity of Hope National Medical CenterDuarteCAUSA
| | - Kena Ihle
- Center for Precision MedicineCity of Hope National Medical CenterDuarteCAUSA
| | - Mihae Song
- Center for Precision MedicineCity of Hope National Medical CenterDuarteCAUSA
| | | | - Alana L Welm
- University of Utah Huntsman Cancer InstituteSalt Lake CityUTUSA
| | - Lisa Gauchay
- University of Utah Huntsman Cancer InstituteSalt Lake CityUTUSA
| | | | | | - Ali Karacay
- Memorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | | | - Hayley Bridger
- Cancer Research UK, and UCL Cancer Trials CentreUniversity College LondonLondonUK
| | - Charles Swanton
- Cancer Evolution and Genome Instability LaboratoryThe Francis Crick InstituteLondonUK
- Cancer Research UK Lung Cancer Centre of ExcellenceUCL Cancer InstituteLondonUK
- Department of Medical OncologyUniversity College London HospitalsLondonUK
| | - Mariam Jamal‐Hanjani
- Cancer Research UK Lung Cancer Centre of ExcellenceUCL Cancer InstituteLondonUK
- Department of Medical OncologyUniversity College London HospitalsLondonUK
- Cancer Metastasis LaboratoryUniversity College London Cancer InstituteLondonUK
| | | | | | | | | | | | | | | | | | - Lisa A Carey
- University of North Carolina, Lineberger Comprehensive Cancer CenterChapel HillNCUSA
| | - Charles M Perou
- University of North Carolina, Lineberger Comprehensive Cancer CenterChapel HillNCUSA
| | - Erin Kelly
- University of North Carolina, Lineberger Comprehensive Cancer CenterChapel HillNCUSA
| | - Daichi Maeda
- Department of Molecular and Cellular Pathology, Graduate School of Medical SciencesKanazawa UniversityKanazawaJapan
| | - Akiteru Goto
- Department of Cellular and Organ Pathology, Graduate School of MedicineAkita UniversityAkitaJapan
| | - Janina Kulka
- Department of Pathology, Forensic and Insurance MedicineSemmelweis UniversityBudapestHungary
| | - Borbála Székely
- Department of Pathology, Forensic and Insurance MedicineSemmelweis UniversityBudapestHungary
- National Institute of OncologyBudapestHungary
| | - A Marcell Szasz
- Division of Oncology, Department of Internal Medicine and OncologySemmelweis UniversityBudapestHungary
| | - Anna‐Mária Tőkés
- Department of Pathology, Forensic and Insurance MedicineSemmelweis UniversityBudapestHungary
| | | | - Giuseppe Floris
- Department of PathologyUniversity Hospitals LeuvenLeuvenBelgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of OncologyKU LeuvenLeuvenBelgium
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8
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Geukens T, De Schepper M, Van Den Bogaert W, Van Baelen K, Maetens M, Pabba A, Mahdami A, Leduc S, Isnaldi E, Nguyen HL, Bachir I, Hajipirloo M, Zels G, Van Cauwenberge J, Borremans K, Vandecaveye V, Weynand B, Vermeulen P, Leucci E, Baietti MF, Sflomos G, Battista L, Brisken C, Derksen PWB, Koorman T, Visser D, Scheele CLGJ, Thommen DS, Hatse S, Fendt SM, Vanderheyden E, Van Brussel T, Schepers R, Boeckx B, Lambrechts D, Marano G, Biganzoli E, Smeets A, Nevelsteen I, Punie K, Neven P, Wildiers H, Richard F, Floris G, Desmedt C. Rapid autopsies to enhance metastatic research: the UPTIDER post-mortem tissue donation program. NPJ Breast Cancer 2024; 10:31. [PMID: 38658604 PMCID: PMC11043338 DOI: 10.1038/s41523-024-00637-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 04/05/2024] [Indexed: 04/26/2024] Open
Abstract
Research on metastatic cancer has been hampered by limited sample availability. Here we present the breast cancer post-mortem tissue donation program UPTIDER and show how it enabled sampling of a median of 31 (range: 5-90) metastases and 5-8 liquids per patient from its first 20 patients. In a dedicated experiment, we show the mild impact of increasing time after death on RNA quality, transcriptional profiles and immunohistochemical staining in tumor tissue samples. We show that this impact can be counteracted by organ cooling. We successfully generated ex vivo models from tissue and liquid biopsies from distinct histological subtypes of breast cancer. We anticipate these and future findings of UPTIDER to elucidate mechanisms of disease progression and treatment resistance and to provide tools for the exploration of precision medicine strategies in the metastatic setting.
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Affiliation(s)
- Tatjana Geukens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Maxim De Schepper
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | | | - Karen Van Baelen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Gynecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium
| | - Marion Maetens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Anirudh Pabba
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Amena Mahdami
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sophia Leduc
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Edoardo Isnaldi
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Ha-Linh Nguyen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Imane Bachir
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Anesthesiology, Institut Jules Bordet, Brussels, Belgium
| | - Maysam Hajipirloo
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Gitte Zels
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Josephine Van Cauwenberge
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Gynecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium
| | - Kristien Borremans
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Gynecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium
| | | | - Birgit Weynand
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Peter Vermeulen
- Centre for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
| | - Eleonora Leucci
- TRACE and Laboratory for RNA Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Maria Francesca Baietti
- TRACE and Laboratory for RNA Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - George Sflomos
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Laura Battista
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Cathrin Brisken
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
- The Breast Cancer Now Toby Robins Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
| | - Patrick W B Derksen
- Department of Pathology, University Medical Center, Utrecht, The Netherlands
| | - Thijs Koorman
- Department of Pathology, University Medical Center, Utrecht, The Netherlands
| | - Daan Visser
- Department of Pathology, University Medical Center, Utrecht, The Netherlands
| | - Colinda L G J Scheele
- Laboratory of Intravital Microscopy and Dynamics of Tumor Progression, Department of Oncology, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
| | - Daniela S Thommen
- Division of Molecular Oncology and Immunology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Sigrid Hatse
- Laboratory of Experimental Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sarah-Maria Fendt
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Evy Vanderheyden
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium, and VIB Center for Cancer Biology, Leuven, Belgium
| | - Thomas Van Brussel
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium, and VIB Center for Cancer Biology, Leuven, Belgium
| | - Rogier Schepers
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium, and VIB Center for Cancer Biology, Leuven, Belgium
| | - Bram Boeckx
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium, and VIB Center for Cancer Biology, Leuven, Belgium
| | - Diether Lambrechts
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium, and VIB Center for Cancer Biology, Leuven, Belgium
| | - Giuseppe Marano
- Unit of Medical Statistics, Biometry and Epidemiology, Department of Biomedical and Clinical Sciences (DIBIC) "L. Sacco" & DSRC, LITA Vialba campus, Università degli Studi di Milano, Milan, Italy
| | - Elia Biganzoli
- Unit of Medical Statistics, Biometry and Epidemiology, Department of Biomedical and Clinical Sciences (DIBIC) "L. Sacco" & DSRC, LITA Vialba campus, Università degli Studi di Milano, Milan, Italy
| | - Ann Smeets
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Kevin Punie
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Patrick Neven
- Department of Gynecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - François Richard
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Giuseppe Floris
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium.
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9
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Mathur A, Meena A, Luqman S. Monoterpenoids: An upcoming class of therapeutic agents for modulating cancer metastasis. Phytother Res 2024; 38:939-969. [PMID: 38102850 DOI: 10.1002/ptr.8081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 10/28/2023] [Accepted: 11/14/2023] [Indexed: 12/17/2023]
Abstract
Monoterpenoids, a sub-class of terpenoids, are secondary metabolites frequently extracted from the essential oils of aromatic plants. Their antitumor properties including antiproliferative, apoptotic, antiangiogenic, and antimetastatic effects along with other biological activities have been the subject of extensive study due to their diverse characteristics. In recent years, numerous investigations have been conducted to understand its potential anticancer impacts, specifically focusing on antiproliferative and apoptotic mechanisms. Metastasis, a malignancy hallmark, can exert either protective or destructive influences on tumor cells. Despite this, the potential antimetastatic and antiangiogenic attributes of monoterpenoids need further exploration. This review focuses on specific monoterpenoids, examining their effects on metastasis and relevant signaling pathways. The monoterpenoids exhibit a high level of complexity as natural products that regulate metastatic proteins through various signaling pathways, including phosphoinositide 3-kinase/protein kinase B/mammalian target of rapamycin, mitogen-activated protein kinase/extracellular signal-regulated kinase/jun N-terminal kinase, nuclear factor kappa B, vascular endothelial growth factor, and epithelial mesenchymal transition process. Additionally, this review delves into the biosynthesis and classification of monoterpenoids, their potential antitumor impacts on cell lines, the plant sources of monoterpenoids, and the current status of limited clinical trials investigating their efficacy against cancer. Moreover, monoterpenoids depict promising potential in preventing cancer metastasis, however, inadequate clinical trials limit their drug usage. State-of-the-art techniques and technologies are being employed to overcome the challenges of utilizing monoterpenoids as an anticancer agent.
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Affiliation(s)
- Anurag Mathur
- Bioprospection and Product Development Division, CSIR-Central Institute of Medicinal and Aromatic Plants, Lucknow, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Abha Meena
- Bioprospection and Product Development Division, CSIR-Central Institute of Medicinal and Aromatic Plants, Lucknow, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Suaib Luqman
- Bioprospection and Product Development Division, CSIR-Central Institute of Medicinal and Aromatic Plants, Lucknow, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
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10
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Atallah O, Badary A, Almealawy YF, Sanker V, Andrew Awuah W, Abdul-Rahman T, Alrubaye SN, Chaurasia B. Non-colloid-cyst primary brain tumors: A systematic review of unexpected fatality. J Clin Neurosci 2024; 119:129-140. [PMID: 38029695 DOI: 10.1016/j.jocn.2023.11.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 11/14/2023] [Accepted: 11/15/2023] [Indexed: 12/01/2023]
Abstract
OBJECTIVE Primary brain tumors have the potential to present a substantial health hazard, ultimately resulting in unforeseen fatalities. Despite the enhanced comprehension of many diseases, the precise prediction of disease progression continues to pose a significant challenge. The objective of this study is to investigate cases of unexpected mortality resulting from primary brain tumors and analyze the variables that contribute to such occurrences. METHODS This systematic review explores research on individuals diagnosed with primary brain tumors who experienced unexpected deaths. It uses PRISMA standards and searches PubMed, Google Scholar, and Scopus. Variables considered include age, gender, symptoms, tumor type, WHO grade, postmortem findings, time of death - time taken from first medical presentation or hospital admission to death, comorbidity, and risk factors. RESULTS This study examined 46 studies to analyze patient-level data from 76 individuals with unexpected deaths attributed to intracranial lesions, deliberately excluding colloid cysts. The cohort's age distribution showed an average age of 37 years, with no significant gender preference. Headache was the most common initial symptom. Astrocytomas, meningiomas, and glioblastoma were the most common lesions, while the frontal lobe, temporal lobe, and cerebellum were common locations. Meningiomas and astrocytomas showed faster deaths within the first hour of hospital admission. CONCLUSION The etiology of unforeseen fatalities resulting from cerebral tumors elucidates an intricate and varied phenomenon. Although unexpected deaths account for a very tiny proportion of total fatalities, it is probable that their actual occurrence is underestimated as a result of underreporting and misdiagnosis.
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Affiliation(s)
- Oday Atallah
- Departemnt of Neurosurgery, Hannover Medical School, Hannover, Germany
| | - Amr Badary
- Departemnt of Neurosurgery, Klinikum Dessau, Dessau-Roßlau, Germany
| | | | - Vivek Sanker
- Department of Neurosurgery, Trivandrum Medical College, Kerala, India
| | | | | | | | - Bipin Chaurasia
- Department of Neurosurgery, Neurosurgery Clinic, Birgunj ,Nepal.
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11
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Silver KI, Patkar S, Mazcko C, Berger EP, Beck JA, LeBlanc AK. Patterns of metastatic progression and association with clinical outcomes in canine osteosarcoma: A necropsy study of 83 dogs. Vet Comp Oncol 2023; 21:646-655. [PMID: 37592810 PMCID: PMC10842475 DOI: 10.1111/vco.12927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 07/17/2023] [Accepted: 07/18/2023] [Indexed: 08/19/2023]
Abstract
Osteosarcoma is a highly metastatic primary bone tumour that occurs spontaneously in both pet dogs and humans. Patterns of metastasis to organs beyond the most common site (lung) are poorly characterised and it is unknown whether specific associations between patterns of metastatic progression and patient features exist. This retrospective study characterised the necropsy findings of 83 dogs receiving standardised therapy and clinical monitoring in a prospective clinical trial setting to document patterns of metastasis and correlate outcomes with these patterns and other patient and tumour-specific factors. A total of 20 different sites of metastasis were documented, with lung as the most common site, followed by bone, kidney, liver, and heart. Two distinct clusters of dogs were identified based on patterns of metastasis. There was no significant association between site of enrollment, trial arm, sex, serum alkaline phosphatase (ALP) activity, or tumour location and clinical outcomes. A second cancer type was identified at necropsy in 10 dogs (10/83; 12%). These data showcase the extensive nature of osteosarcoma metastasis beyond the lung and provide a benchmark for clinical monitoring of the disease. Further, this study provides insight into transcriptional features of primary tumours that may relate to a propensity for osteosarcoma metastasis to specific organs and tissues.
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Affiliation(s)
- K I Silver
- Comparative Oncology Program, Molecular Imaging Branch, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - S Patkar
- Artificial Intelligence Resource, Molecular Imaging Branch, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - C Mazcko
- Comparative Oncology Program, Molecular Imaging Branch, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - E P Berger
- Frederick National Laboratory for Cancer Research in the Comparative Oncology Program, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - J A Beck
- Comparative Oncology Program, Molecular Imaging Branch, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - A K LeBlanc
- Comparative Oncology Program, Molecular Imaging Branch, National Cancer Institute, NIH, Bethesda, Maryland, USA
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12
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Coy S, Cheng B, Lee JS, Rashid R, Browning L, Xu Y, Chakrabarty SS, Yapp C, Chan S, Tefft JB, Scott E, Spektor A, Ligon KL, Baker GJ, Pellman D, Sorger PK, Santagata S. 2D and 3D multiplexed subcellular profiling of nuclear instability in human cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.07.566063. [PMID: 37986801 PMCID: PMC10659270 DOI: 10.1101/2023.11.07.566063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2023]
Abstract
Nuclear atypia, including altered nuclear size, contour, and chromatin organization, is ubiquitous in cancer cells. Atypical primary nuclei and micronuclei can rupture during interphase; however, the frequency, causes, and consequences of nuclear rupture are unknown in most cancers. We demonstrate that nuclear envelope rupture is surprisingly common in many human cancers, particularly glioblastoma. Using highly-multiplexed 2D and super-resolution 3D-imaging of glioblastoma tissues and patient-derived xenografts and cells, we link primary nuclear rupture with reduced lamin A/C and micronuclear rupture with reduced lamin B1. Moreover, ruptured glioblastoma cells activate cGAS-STING-signaling involved in innate immunity. We observe that local patterning of cell states influences tumor spatial organization and is linked to both lamin expression and rupture frequency, with neural-progenitor-cell-like states exhibiting the lowest lamin A/C levels and greatest susceptibility to primary nuclear rupture. Our study reveals that nuclear instability is a core feature of cancer, and links nuclear integrity, cell state, and immune signaling.
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Affiliation(s)
- Shannon Coy
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Brian Cheng
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Jong Suk Lee
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Rumana Rashid
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
- University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Lindsay Browning
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Yilin Xu
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Sankha S. Chakrabarty
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Clarence Yapp
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Sabrina Chan
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Juliann B. Tefft
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Emily Scott
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Alexander Spektor
- Department of Radiation Oncology, Brigham and Women’s Hospital and Dana Farber Cancer Institute, Boston, MA, USA
| | - Keith L. Ligon
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Gregory J. Baker
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
| | - David Pellman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Cell Biology, Harvard Medical School, Boston, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Peter K. Sorger
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
- Department of Systems Biology, Harvard Medical School, Boston, MA, USA
| | - Sandro Santagata
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Systems Biology, Harvard Medical School, Boston, MA, USA
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13
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Tharmaseelan H, Vellala AK, Hertel A, Tollens F, Rotkopf LT, Rink J, Woźnicki P, Ayx I, Bartling S, Nörenberg D, Schoenberg SO, Froelich MF. Tumor classification of gastrointestinal liver metastases using CT-based radiomics and deep learning. Cancer Imaging 2023; 23:95. [PMID: 37798797 PMCID: PMC10557291 DOI: 10.1186/s40644-023-00612-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 09/17/2023] [Indexed: 10/07/2023] Open
Abstract
OBJECTIVES The goal of this study is to demonstrate the performance of radiomics and CNN-based classifiers in determining the primary origin of gastrointestinal liver metastases for visually indistinguishable lesions. METHODS In this retrospective, IRB-approved study, 31 pancreatic cancer patients with 861 lesions (median age [IQR]: 65.39 [56.87, 75.08], 48.4% male) and 47 colorectal cancer patients with 435 lesions (median age [IQR]: 65.79 [56.99, 74.62], 63.8% male) were enrolled. A pretrained nnU-Net performed automated segmentation of 1296 liver lesions. Radiomics features for each lesion were extracted using pyradiomics. The performance of several radiomics-based machine-learning classifiers was investigated for the lesions and compared to an image-based deep-learning approach using a DenseNet-121. The performance was evaluated by AUC/ROC analysis. RESULTS The radiomics-based K-nearest neighbor classifier showed the best performance on an independent test set with AUC values of 0.87 and an accuracy of 0.67. In comparison, the image-based DenseNet-121-classifier reached an AUC of 0.80 and an accuracy of 0.83. CONCLUSIONS CT-based radiomics and deep learning can distinguish the etiology of liver metastases from gastrointestinal primary tumors. Compared to deep learning, radiomics based models showed a varying generalizability in distinguishing liver metastases from colorectal cancer and pancreatic adenocarcinoma.
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Affiliation(s)
- Hishan Tharmaseelan
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Abhinay K Vellala
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Alexander Hertel
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Fabian Tollens
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Lukas T Rotkopf
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
- German Cancer Research Center, E010 Radiology, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Johann Rink
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Piotr Woźnicki
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Isabelle Ayx
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Sönke Bartling
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Dominik Nörenberg
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Stefan O Schoenberg
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Matthias F Froelich
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
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14
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Megyesfalvi Z, Heeke S, Drapkin BJ, Solta A, Kovacs I, Boettiger K, Horvath L, Ernhofer B, Fillinger J, Renyi-Vamos F, Aigner C, Schelch K, Lang C, Marko-Varga G, Gay CM, Byers LA, Morris BB, Heymach JV, Van Loo P, Hirsch FR, Dome B. Unfolding the secrets of small cell lung cancer progression: Novel approaches and insights through rapid autopsies. Cancer Cell 2023; 41:1535-1540. [PMID: 37699331 PMCID: PMC11161203 DOI: 10.1016/j.ccell.2023.08.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 08/14/2023] [Accepted: 08/14/2023] [Indexed: 09/14/2023]
Abstract
The understanding of small cell lung cancer (SCLC) biology has increased dramatically in recent years, but the processes that allow SCLC to progress rapidly remain poorly understood. Here, we advocate the integration of rapid autopsies and preclinical models into SCLC research as a comprehensive strategy with the potential to revolutionize current treatment paradigms.
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Affiliation(s)
- Zsolt Megyesfalvi
- Department of Thoracic Surgery, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Thoracic Surgery, Semmelweis University and National Institute of Oncology, Budapest, Hungary; National Koranyi Institute of Pulmonology, Budapest, Hungary
| | - Simon Heeke
- Department of Thoracic / Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Benjamin J Drapkin
- Hamon Center for Therapeutic Oncology Research, University of Texas Southwestern Medical Center, Dallas, TX, USA; Department of Internal Medicine and Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Anna Solta
- Department of Thoracic Surgery, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Ildiko Kovacs
- National Koranyi Institute of Pulmonology, Budapest, Hungary
| | - Kristiina Boettiger
- Department of Thoracic Surgery, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Lilla Horvath
- National Koranyi Institute of Pulmonology, Budapest, Hungary
| | - Busra Ernhofer
- Department of Thoracic Surgery, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Janos Fillinger
- National Koranyi Institute of Pulmonology, Budapest, Hungary
| | - Ferenc Renyi-Vamos
- Department of Thoracic Surgery, Semmelweis University and National Institute of Oncology, Budapest, Hungary; National Koranyi Institute of Pulmonology, Budapest, Hungary
| | - Clemens Aigner
- Department of Thoracic Surgery, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Karin Schelch
- Department of Thoracic Surgery, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Center for Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Christian Lang
- Department of Thoracic Surgery, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Division of Pulmonology, Department of Medicine II, Medical University of Vienna, Vienna, Austria
| | | | - Carl M Gay
- Department of Thoracic / Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Lauren A Byers
- Department of Thoracic / Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Benjamin B Morris
- Department of Thoracic / Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - John V Heymach
- Department of Thoracic / Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Peter Van Loo
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Fred R Hirsch
- Division of Medical Oncology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Tisch Cancer Institute, Center for Thoracic Oncology, Mount Sinai Health System, New York, NY, USA.
| | - Balazs Dome
- Department of Thoracic Surgery, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Thoracic Surgery, Semmelweis University and National Institute of Oncology, Budapest, Hungary; National Koranyi Institute of Pulmonology, Budapest, Hungary; Department of Translational Medicine, Lund University, Lund, Sweden.
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15
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Jain AJ, Maxwell JE, Katz MHG, Snyder RA. Surgical Considerations for Neoadjuvant Therapy for Pancreatic Adenocarcinoma. Cancers (Basel) 2023; 15:4174. [PMID: 37627202 PMCID: PMC10453019 DOI: 10.3390/cancers15164174] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 08/04/2023] [Accepted: 08/14/2023] [Indexed: 08/27/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a challenging disease process with a 5-year survival rate of only 11%. Neoadjuvant therapy in patients with localized pancreatic cancer has multiple theoretical benefits, including improved patient selection for surgery, early delivery of systemic therapy, and assessment of response to therapy. Herein, we review key surgical considerations when selecting patients for neoadjuvant therapy and curative-intent resection. Accurate determination of resectability at diagnosis is critical and should be based on not only anatomic criteria but also biologic and clinical criteria to determine optimal treatment sequencing. Borderline resectable or locally advanced pancreatic cancer is best treated with neoadjuvant therapy and resection, including vascular resection and reconstruction when appropriate. Lastly, providing nutritional, prehabilitation, and supportive care interventions to improve patient fitness prior to surgical intervention and adequately address the adverse effects of therapy is critical.
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Affiliation(s)
| | | | | | - Rebecca A. Snyder
- Department of Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (A.J.J.)
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16
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Abstract
Tumour cells migrate very early from primary sites to distant sites, and yet metastases often take years to manifest themselves clinically or never even surface within a patient's lifetime. This pause in cancer progression emphasizes the existence of barriers that constrain the growth of disseminated tumour cells (DTCs) at distant sites. Although the nature of these barriers to metastasis might include DTC-intrinsic traits, recent studies have established that the local microenvironment also controls the formation of metastases. In this Perspective, I discuss how site-specific differences of the immune system might be a major selective growth restraint on DTCs, and argue that harnessing tissue immunity will be essential for the next stage in immunotherapy development that reliably prevents the establishment of metastases.
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DeWolf S, Elhanati Y, Nichols K, Waters NR, Nguyen CL, Slingerland JB, Rodriguez N, Lyudovyk O, Giardina PA, Kousa AI, Andrlová H, Ceglia N, Fei T, Kappagantula R, Li Y, Aleynick N, Baez P, Murali R, Hayashi A, Lee N, Gipson B, Rangesa M, Katsamakis Z, Dai A, Blouin AG, Arcila M, Masilionis I, Chaligne R, Ponce DM, Landau HJ, Politikos I, Tamari R, Hanash AM, Jenq RR, Giralt SA, Markey KA, Zhang Y, Perales MA, Socci ND, Greenbaum BD, Iacobuzio-Donahue CA, Hollmann TJ, van den Brink MR, Peled JU. Tissue-specific features of the T cell repertoire after allogeneic hematopoietic cell transplantation in human and mouse. Sci Transl Med 2023; 15:eabq0476. [PMID: 37494469 PMCID: PMC10758167 DOI: 10.1126/scitranslmed.abq0476] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Accepted: 07/06/2023] [Indexed: 07/28/2023]
Abstract
T cells are the central drivers of many inflammatory diseases, but the repertoire of tissue-resident T cells at sites of pathology in human organs remains poorly understood. We examined the site-specificity of T cell receptor (TCR) repertoires across tissues (5 to 18 tissues per patient) in prospectively collected autopsies of patients with and without graft-versus-host disease (GVHD), a potentially lethal tissue-targeting complication of allogeneic hematopoietic cell transplantation, and in mouse models of GVHD. Anatomic similarity between tissues was a key determinant of TCR repertoire composition within patients, independent of disease or transplant status. The T cells recovered from peripheral blood and spleens in patients and mice captured a limited portion of the TCR repertoire detected in tissues. Whereas few T cell clones were shared across patients, motif-based clustering revealed shared repertoire signatures across patients in a tissue-specific fashion. T cells at disease sites had a tissue-resident phenotype and were of donor origin based on single-cell chimerism analysis. These data demonstrate the complex composition of T cell populations that persist in human tissues at the end stage of an inflammatory disorder after lymphocyte-directed therapy. These findings also underscore the importance of studying T cell in tissues rather than blood for tissue-based pathologies and suggest the tissue-specific nature of both the endogenous and posttransplant T cell landscape.
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Affiliation(s)
- Susan DeWolf
- Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yuval Elhanati
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Katherine Nichols
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nicholas R. Waters
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Chi L. Nguyen
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - John B. Slingerland
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Natasia Rodriguez
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Olga Lyudovyk
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Paul A. Giardina
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anastasia I. Kousa
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Hana Andrlová
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nick Ceglia
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Teng Fei
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rajya Kappagantula
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center; New York, NY, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yanyun Li
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nathan Aleynick
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Priscilla Baez
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rajmohan Murali
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Akimasa Hayashi
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology, Kyorin University, Mitaka City, Tokyo, Japan
| | - Nicole Lee
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Brianna Gipson
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Madhumitha Rangesa
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Zoe Katsamakis
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anqi Dai
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Amanda G. Blouin
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Maria Arcila
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ignas Masilionis
- Program for Computational and System Biology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ronan Chaligne
- Program for Computational and System Biology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Doris M. Ponce
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Heather J. Landau
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Ioannis Politikos
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Roni Tamari
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Alan M. Hanash
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
- Human Oncology & Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Robert R. Jenq
- Departments of Genomic Medicine and Stem Cell Transplantation Cellular Therapy, Division of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sergio A. Giralt
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Kate A. Markey
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Division of Medical Oncology, University of Washington; Seattle, WA, USA
| | - Yanming Zhang
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Miguel-Angel Perales
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Nicholas D. Socci
- Bioinformatics Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Benjamin D. Greenbaum
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Physiology, Biophysics & Systems Biology, Weill Cornell Medicine, Weill Cornell Medical College, New York, NY, USA
| | | | - Travis J. Hollmann
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Bristol Myers Squibb, Lawrenceville, NJ 08540
| | - Marcel R.M. van den Brink
- Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Jonathan U. Peled
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
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Thorne H, Devereux L, Li J, Alsop K, Christie L, van Geelen CT, Burdett N, Pishas KI, Woodford N, Leditschke J, Izzath MHMA, Strachan K, Young G, Jaravaza RD, Madadin MS, Archer M, Glengarry J, Iles L, Rathnaweera A, Hampson C, Almazrooei K, Burke M, Bandara P, Ranson D, Saeedi E, McNally O, Mileshkin L, Hamilton A, Ananda S, Au-Yeung G, Antill Y, Sandhu S, Savas P, Francis PA, Luen S, Loi S, Jennens R, Scott C, Moodie K, Cummings M, Reid A, McCart Reed A, Bowtell D, Lakhani SR, Fox S. BRCA1 and BRCA2 carriers with breast, ovarian and prostate cancer demonstrate a different pattern of metastatic disease compared with non-carriers: results from a rapid autopsy programme. Histopathology 2023; 83:91-103. [PMID: 36999648 DOI: 10.1111/his.14906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 01/31/2023] [Accepted: 02/26/2023] [Indexed: 04/01/2023]
Abstract
AIM To catalogue and compare the pattern of metastatic disease in germline BRCA1/2 pathogenic mutation carriers and non-carriers with breast, ovarian and prostate cancer from a rapid autopsy programme. METHODS AND RESULTS The number of metastases in the major body systems and the proportion of participants with metastases were documented in 50 participants (19 germline mutation carriers). Analysis was conducted on the participants' pattern of disease for the different cancers and mutation subgroups. The four commonly affected organ systems were the digestive (liver only) (82%), respiratory (76%), gastrointestinal (65%) and reticuloendothelial (42%). There were significant differences in the pattern of metastatic breast cancer in BRCA1/2 germline carriers compared with non-carriers. Breast cancer carriers had significantly fewer organ systems involved (median n = 3, range = 1-3) compared with non-carriers (median n = 9, range = 1-7) (P = 0.03). BRCA1/2 carriers with ovarian carcinomas had significantly more organ systems with metastatic carcinoma (median n = 10, range = 3-8) than non-carriers (median n = 5, range = 3-5) (P < 0.001). There were no significant differences in the number of involved systems in BRCA2 carriers compared with non-carriers with prostate cancer (P = 1.0). There was an absence of locoregional disease (6.5%) compared with distant disease (93.5%) among the three cancer subtypes (P < 0.001). The majority of metastatic deposits (97%) collected during the autopsy were identified by recent diagnostic imaging. CONCLUSION Even though a major limitation of this study is that our numbers are small, especially in the breast cancer carrier group, the metastatic patterns of breast and ovarian cancers may be impacted by BRCA1/2 carrier status, suggesting that tumours derived from patients with these mutations use different mechanisms of dissemination. The findings may focus clinical diagnostic imaging for monitoring metastases where whole-body imaging resources are scant.
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Affiliation(s)
- Heather Thorne
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Lisa Devereux
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Jason Li
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Kathryn Alsop
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Liz Christie
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Courtney T van Geelen
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Nikki Burdett
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Kathleen I Pishas
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Noel Woodford
- The Victorian Institute of Forensic Medicine, Southbank, Australia
- Department of Forensic Medicine, Monash University, Clayton, Australia
| | - Jodie Leditschke
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | | | - Kate Strachan
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | - Gregory Young
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | - Rufaro D Jaravaza
- The Victorian Institute of Forensic Medicine, Southbank, Australia
- National Health Laboratory Service, Tygerberg Hospital, Cape Town, South Africa
- Division of Anatomical Pathology, Stellenbosch University, Stellenbosch, South Africa
| | - Mohammed S Madadin
- The Victorian Institute of Forensic Medicine, Southbank, Australia
- Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Melanie Archer
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | - Joanna Glengarry
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | - Linda Iles
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | | | - Clare Hampson
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | | | - Michael Burke
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | - Pradeep Bandara
- The Victorian Institute of Forensic Medicine, Southbank, Australia
- Base Hospital Dambulla, Dambulla, Sri Lanka
- Base Hospital Puttlam, Puttlam, Sri Lanka
| | - David Ranson
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | - Essa Saeedi
- The Victorian Institute of Forensic Medicine, Southbank, Australia
- Abu Dhabi Police, Abu Dhabi, United Arab Emirates
| | - Orla McNally
- The Royal Women's Hospital, Parkville, Australia
- The University of Melbourne, Parkville, Australia
| | - Linda Mileshkin
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Anne Hamilton
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Sumitra Ananda
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - George Au-Yeung
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Yoland Antill
- Department of Medical Oncology, Cabrini Health, Malvern, Australia
- Department of Medical Oncology, Peninsula Health, Melbourne, Australia
- Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Australia
| | - Shahneen Sandhu
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Peter Savas
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Prudence A Francis
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Stephen Luen
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Sherene Loi
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Ross Jennens
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Clare Scott
- The University of Melbourne, Parkville, Australia
- The Walter and Eliza Hall Institute, Parkville, Australia
| | - Kate Moodie
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Cancer Imaging Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Margaret Cummings
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Australia
| | - Andrew Reid
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Australia
- State-Wide Forensic Medical Services, Hobart, Tasmania, Australia
- School of Medicine, University of Tasmania, Hobart, Tasmania, Australia
- University of Queensland, Brisbane, Australia
| | - Amy McCart Reed
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Australia
- Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - David Bowtell
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Sunil R Lakhani
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Australia
- Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Stephen Fox
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Pathology Department, Peter MacCallum Cancer Centre, Melbourne, Australia
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19
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Spain L, Coulton A, Lobon I, Rowan A, Schnidrig D, Shepherd ST, Shum B, Byrne F, Goicoechea M, Piperni E, Au L, Edmonds K, Carlyle E, Hunter N, Renn A, Messiou C, Hughes P, Nobbs J, Foijer F, van den Bos H, Wardenaar R, Spierings DC, Spencer C, Schmitt AM, Tippu Z, Lingard K, Grostate L, Peat K, Kelly K, Sarker S, Vaughan S, Mangwende M, Terry L, Kelly D, Biano J, Murra A, Korteweg J, Lewis C, O'Flaherty M, Cattin AL, Emmerich M, Gerard CL, Pallikonda HA, Lynch J, Mason R, Rogiers A, Xu H, Huebner A, McGranahan N, Al Bakir M, Murai J, Naceur-Lombardelli C, Borg E, Mitchison M, Moore DA, Falzon M, Proctor I, Stamp GW, Nye EL, Young K, Furness AJ, Pickering L, Stewart R, Mahadeva U, Green A, Larkin J, Litchfield K, Swanton C, Jamal-Hanjani M, Turajlic S. Late-Stage Metastatic Melanoma Emerges through a Diversity of Evolutionary Pathways. Cancer Discov 2023; 13:1364-1385. [PMID: 36977461 PMCID: PMC10236155 DOI: 10.1158/2159-8290.cd-22-1427] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 03/06/2023] [Accepted: 03/17/2023] [Indexed: 03/30/2023]
Abstract
Understanding the evolutionary pathways to metastasis and resistance to immune-checkpoint inhibitors (ICI) in melanoma is critical for improving outcomes. Here, we present the most comprehensive intrapatient metastatic melanoma dataset assembled to date as part of the Posthumous Evaluation of Advanced Cancer Environment (PEACE) research autopsy program, including 222 exome sequencing, 493 panel-sequenced, 161 RNA sequencing, and 22 single-cell whole-genome sequencing samples from 14 ICI-treated patients. We observed frequent whole-genome doubling and widespread loss of heterozygosity, often involving antigen-presentation machinery. We found KIT extrachromosomal DNA may have contributed to the lack of response to KIT inhibitors of a KIT-driven melanoma. At the lesion-level, MYC amplifications were enriched in ICI nonresponders. Single-cell sequencing revealed polyclonal seeding of metastases originating from clones with different ploidy in one patient. Finally, we observed that brain metastases that diverged early in molecular evolution emerge late in disease. Overall, our study illustrates the diverse evolutionary landscape of advanced melanoma. SIGNIFICANCE Despite treatment advances, melanoma remains a deadly disease at stage IV. Through research autopsy and dense sampling of metastases combined with extensive multiomic profiling, our study elucidates the many mechanisms that melanomas use to evade treatment and the immune system, whether through mutations, widespread copy-number alterations, or extrachromosomal DNA. See related commentary by Shain, p. 1294. This article is highlighted in the In This Issue feature, p. 1275.
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Affiliation(s)
- Lavinia Spain
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
- Skin and Renal Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Alexander Coulton
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
- Tumour Immunogenomics and Immunosurveillance (TIGI) Lab, UCL Cancer Institute, London, United Kingdom
| | - Irene Lobon
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Andrew Rowan
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Desiree Schnidrig
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Scott T.C. Shepherd
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
- Skin and Renal Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Benjamin Shum
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
- Skin and Renal Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Fiona Byrne
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Maria Goicoechea
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Elisa Piperni
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Lewis Au
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
- Skin and Renal Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Victoria, Australia
| | - Kim Edmonds
- The Royal Marsden Hospital, London, United Kingdom
| | | | - Nikki Hunter
- The Royal Marsden Hospital, London, United Kingdom
| | | | - Christina Messiou
- The Royal Marsden Hospital, London, United Kingdom
- The Institute of Cancer Research, Kensington and Chelsea, United Kingdom
| | - Peta Hughes
- Skin and Renal Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Jaime Nobbs
- Skin and Renal Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Floris Foijer
- European Research Institute for the Biology of Ageing, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Hilda van den Bos
- European Research Institute for the Biology of Ageing, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Rene Wardenaar
- European Research Institute for the Biology of Ageing, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Diana C.J. Spierings
- European Research Institute for the Biology of Ageing, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Charlotte Spencer
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
- Skin and Renal Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | | | - Zayd Tippu
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
- Skin and Renal Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | | | | | - Kema Peat
- The Royal Marsden Hospital, London, United Kingdom
| | | | - Sarah Sarker
- The Royal Marsden Hospital, London, United Kingdom
| | | | | | - Lauren Terry
- The Royal Marsden Hospital, London, United Kingdom
| | - Denise Kelly
- The Royal Marsden Hospital, London, United Kingdom
| | | | - Aida Murra
- The Royal Marsden Hospital, London, United Kingdom
| | | | | | | | - Anne-Laure Cattin
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Max Emmerich
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
- St. John's Institute of Dermatology, Guy's and St Thomas’ Hospital NHS Foundation Trust, London, United Kingdom
| | - Camille L. Gerard
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
- Precision Oncology Center, Oncology Department, Lausanne University Hospital, Lausanne, Switzerland
| | | | - Joanna Lynch
- The Royal Marsden Hospital, London, United Kingdom
| | - Robert Mason
- Gold Coast University Hospital, Queensland, Australia
| | - Aljosja Rogiers
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
- The Royal Marsden Hospital, London, United Kingdom
| | - Hang Xu
- The Francis Crick Institute, London, United Kingdom
| | - Ariana Huebner
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, United Kingdom
- Cancer Genome Evolution Research Group, Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London, United Kingdom
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London, United Kingdom
| | - Nicholas McGranahan
- Cancer Genome Evolution Research Group, Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London, United Kingdom
| | - Maise Al Bakir
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, United Kingdom
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London, United Kingdom
| | - Jun Murai
- Tumour Immunogenomics and Immunosurveillance (TIGI) Lab, UCL Cancer Institute, London, United Kingdom
- Drug Discovery Technology Laboratories, Ono Pharmaceutical Co., Ltd. Osaka, Japan
| | | | - Elaine Borg
- University College London Hospital, London, United Kingdom
| | | | - David A. Moore
- Guy's and St Thomas’ NHS Foundation Trust, London, United Kingdom
| | - Mary Falzon
- University College London Hospital, London, United Kingdom
| | - Ian Proctor
- University College London Hospital, London, United Kingdom
| | | | - Emma L. Nye
- The Francis Crick Institute, London, United Kingdom
| | - Kate Young
- Skin and Renal Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Andrew J.S. Furness
- Skin and Renal Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
- The Institute of Cancer Research, Kensington and Chelsea, United Kingdom
| | | | - Ruby Stewart
- Guy's and St Thomas’ NHS Foundation Trust, London, United Kingdom
| | - Ula Mahadeva
- Guy's and St Thomas’ NHS Foundation Trust, London, United Kingdom
| | - Anna Green
- Guy's and St Thomas’ NHS Foundation Trust, London, United Kingdom
| | - James Larkin
- Guy's and St Thomas’ NHS Foundation Trust, London, United Kingdom
| | - Kevin Litchfield
- Tumour Immunogenomics and Immunosurveillance (TIGI) Lab, UCL Cancer Institute, London, United Kingdom
| | - Charles Swanton
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Mariam Jamal-Hanjani
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London, United Kingdom
- Cancer Metastasis Laboratory, University College London Cancer Institute, London, United Kingdom
- Department of Medical Oncology, University College London Hospitals, London, United Kingdom
| | | | - Samra Turajlic
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
- Skin and Renal Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
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Hessey S, Fessas P, Zaccaria S, Jamal-Hanjani M, Swanton C. Insights into the metastatic cascade through research autopsies. Trends Cancer 2023; 9:490-502. [PMID: 37059687 DOI: 10.1016/j.trecan.2023.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 03/05/2023] [Accepted: 03/07/2023] [Indexed: 04/16/2023]
Abstract
Metastasis is a complex process and the leading cause of cancer-related death globally. Recent studies have demonstrated that genomic sequencing data from paired primary and metastatic tumours can be used to trace the evolutionary origins of cells responsible for metastasis. This approach has yielded new insights into the genomic alterations that engender metastatic potential, and the mechanisms by which cancer spreads. Given that the reliability of these approaches is contingent upon how representative the samples are of primary and metastatic tumour heterogeneity, we review insights from studies that have reconstructed the evolution of metastasis within the context of their cohorts and designs. We discuss the role of research autopsies in achieving the comprehensive sampling necessary to advance the current understanding of metastasis.
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Affiliation(s)
- Sonya Hessey
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK; Cancer Metastasis Laboratory, University College London Cancer Institute, London, UK; Computational Cancer Genomics Research Group, University College London Cancer Institute, London, UK
| | - Petros Fessas
- Cancer Metastasis Laboratory, University College London Cancer Institute, London, UK
| | - Simone Zaccaria
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK; Computational Cancer Genomics Research Group, University College London Cancer Institute, London, UK
| | - Mariam Jamal-Hanjani
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK; Cancer Metastasis Laboratory, University College London Cancer Institute, London, UK; Department of Oncology, University College London Hospitals, London, UK.
| | - Charles Swanton
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK; Department of Oncology, University College London Hospitals, London, UK; Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK.
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21
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Kocsmár É, Schmid M, Cosenza-Contreras M, Kocsmár I, Föll M, Krey L, Barta BA, Rácz G, Kiss A, Werner M, Schilling O, Lotz G, Bronsert P. Proteome alterations in human autopsy tissues in relation to time after death. Cell Mol Life Sci 2023; 80:117. [PMID: 37020120 PMCID: PMC10075177 DOI: 10.1007/s00018-023-04754-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 02/17/2023] [Accepted: 03/07/2023] [Indexed: 04/07/2023]
Abstract
Protein expression is a primary area of interest for routine histological diagnostics and tissue-based research projects, but the limitations of its post-mortem applicability remain largely unclear. On the other hand, tissue specimens obtained during autopsies can provide unique insight into advanced disease states, especially in cancer research. Therefore, we aimed to identify the maximum post-mortem interval (PMI) which is still suitable for characterizing protein expression patterns, to explore organ-specific differences in protein degradation, and to investigate whether certain proteins follow specific degradation kinetics. Therefore, the proteome of human tissue samples obtained during routine autopsies of deceased patients with accurate PMI (6, 12, 18, 24, 48, 72, 96 h) and without specific diseases that significantly affect tissue preservation, from lungs, kidneys and livers, was analyzed by liquid chromatography-tandem mass spectrometry (LC-MS/MS). For the kidney and liver, significant protein degradation became apparent at 48 h. For the lung, the proteome composition was rather static for up to 48 h and substantial protein degradation was detected only at 72 h suggesting that degradation kinetics appear to be organ specific. More detailed analyses suggested that proteins with similar post-mortem kinetics are not primarily shared in their biological functions. The overrepresentation of protein families with analogous structural motifs in the kidney indicates that structural features may be a common factor in determining similar postmortem stability. Our study demonstrates that a longer post-mortem period may have a significant impact on proteome composition, but sampling within 24 h may be appropriate, as degradation is within acceptable limits even in organs with faster autolysis.
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Affiliation(s)
- Éva Kocsmár
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - Marlene Schmid
- Institute of Surgical Pathology, University Medical Center Freiburg, Breisacher Straße 115A, 79106, Freiburg, Germany
- Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Miguel Cosenza-Contreras
- Institute of Surgical Pathology, University Medical Center Freiburg, Breisacher Straße 115A, 79106, Freiburg, Germany
- Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Ildikó Kocsmár
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
- Department of Urology, Semmelweis University, Budapest, Hungary
| | - Melanie Föll
- Institute of Surgical Pathology, University Medical Center Freiburg, Breisacher Straße 115A, 79106, Freiburg, Germany
- Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Khoury College of Computer Sciences, Northeastern University, Boston, USA
| | - Leah Krey
- Institute of Surgical Pathology, University Medical Center Freiburg, Breisacher Straße 115A, 79106, Freiburg, Germany
- Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Bálint András Barta
- Institute of Surgical Pathology, University Medical Center Freiburg, Breisacher Straße 115A, 79106, Freiburg, Germany
- Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Gergely Rácz
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - András Kiss
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - Martin Werner
- Institute of Surgical Pathology, University Medical Center Freiburg, Breisacher Straße 115A, 79106, Freiburg, Germany
- Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Oliver Schilling
- Institute of Surgical Pathology, University Medical Center Freiburg, Breisacher Straße 115A, 79106, Freiburg, Germany.
- Faculty of Medicine, University of Freiburg, Freiburg, Germany.
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Gábor Lotz
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - Peter Bronsert
- Institute of Surgical Pathology, University Medical Center Freiburg, Breisacher Straße 115A, 79106, Freiburg, Germany.
- Faculty of Medicine, University of Freiburg, Freiburg, Germany.
- Biobank Comprehensive Cancer Center Freiburg, University Medical Center, Freiburg, Germany.
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22
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Matuck B, Ferraz da Silva LF, Warner BM, Byrd KM. The need for integrated research autopsies in the era of precision oral medicine. J Am Dent Assoc 2023; 154:194-205. [PMID: 36710158 PMCID: PMC9974796 DOI: 10.1016/j.adaj.2022.11.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 11/18/2022] [Accepted: 11/20/2022] [Indexed: 01/29/2023]
Abstract
BACKGROUND Autopsy has benefited the practice of medicine for centuries; however, its use to advance the practice of oral health care is relatively limited. In the era of precision oral medicine, the research autopsy is poised to play an important role in understanding oral-systemic health, including infectious disease, autoimmunity, craniofacial genetics, and cancer. TYPES OF STUDIES REVIEWED The authors reviewed relevant articles that used medical and dental research autopsies to summarize the advantages of minimally invasive autopsies of dental, oral, and craniofacial tissues and to outline practices for supporting research autopsies of the oral and craniofacial complex. RESULTS The authors provide a historical summary of research autopsy in dentistry and provide a perspective on the value of autopsies for high-resolution multiomic studies to benefit precision oral medicine. As the promise of high-resolution multiomics is being realized, there is a need to integrate the oral and craniofacial complex into the practice of autopsy in medicine. Furthermore, the collaboration of autopsy centers with researchers will accelerate the understanding of dental, oral, and craniofacial tissues as part of the whole body. CONCLUSIONS Autopsies must integrate oral and craniofacial tissues as part of biobanking procedures. As new technologies allow for high-resolution, multimodal phenotyping of human samples, using optimized sampling procedures will allow for unprecedented understanding of common and rare dental, oral, and craniofacial diseases in the future. PRACTICAL IMPLICATIONS The COVID-19 pandemic highlighted the oral cavity as a site for viral infection and transmission potential; this was only discovered via clinical autopsies. The realization of the integrated autopsy's value in full body health initiatives will benefit patients across the globe.
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Affiliation(s)
- Bruno Matuck
- Department of Pathology, School of Medicine University of São Paulo, São Paulo, Brazil
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - Blake M. Warner
- Salivary Disorders Unit, National Institute of Dental and Craniofacial Research, National Institutes of Health, Bethesda, Maryland, USA
| | - Kevin Matthew Byrd
- Salivary Disorders Unit, National Institute of Dental and Craniofacial Research, National Institutes of Health, Bethesda, Maryland, USA
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Lab of Oral & Craniofacial Innovation (LOCI), Department of Innovation and Technology Research, ADA Science & Research Institute, Gaithersburg, MD, USA
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23
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Hernando B, Macintyre G. A medley of resistance in ovarian cancers. Nat Genet 2023; 55:361-362. [PMID: 36849656 DOI: 10.1038/s41588-023-01303-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Affiliation(s)
| | - Geoff Macintyre
- Spanish National Cancer Research Centre (CNIO), Madrid, Spain.
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Zhang H, Karnoub ER, Umeda S, Chaligné R, Masilionis I, McIntyre CA, Sashittal P, Hayashi A, Zucker A, Mullen K, Hong J, Makohon-Moore A, Iacobuzio-Donahue CA. Application of high-throughput single-nucleus DNA sequencing in pancreatic cancer. Nat Commun 2023; 14:749. [PMID: 36765116 PMCID: PMC9918733 DOI: 10.1038/s41467-023-36344-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 01/24/2023] [Indexed: 02/12/2023] Open
Abstract
Despite insights gained by bulk DNA sequencing of cancer it remains challenging to resolve the admixture of normal and tumor cells, and/or of distinct tumor subclones; high-throughput single-cell DNA sequencing circumvents these and brings cancer genomic studies to higher resolution. However, its application has been limited to liquid tumors or a small batch of solid tumors, mainly because of the lack of a scalable workflow to process solid tumor samples. Here we optimize a highly automated nuclei extraction workflow that achieves fast and reliable targeted single-nucleus DNA library preparation of 38 samples from 16 pancreatic ductal adenocarcinoma patients, with an average library yield per sample of 2867 single nuclei. We demonstrate that this workflow not only performs well using low cellularity or low tumor purity samples but reveals genomic evolution patterns of pancreatic ductal adenocarcinoma as well.
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Affiliation(s)
- Haochen Zhang
- Gerstner Sloan Kettering Graduate School of Biomedical Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Elias-Ramzey Karnoub
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Shigeaki Umeda
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ronan Chaligné
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ignas Masilionis
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Palash Sashittal
- Department of Computer Science, Princeton University, Princeton, NJ, USA
| | - Akimasa Hayashi
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology, Kyorin University School of Medicine, Mitaka City, Tokyo, Japan
| | - Amanda Zucker
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- School of Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Katelyn Mullen
- Gerstner Sloan Kettering Graduate School of Biomedical Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jungeui Hong
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Alvin Makohon-Moore
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Center for Discovery and Innovation, Hackensack Meridian Health, Nutley, NJ, USA
| | - Christine A Iacobuzio-Donahue
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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25
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Garrison SJ, Mouttham L, Castelhano MG. Banking on the Last Gift: Cornell's Signature Program of Postmortem Tissue Procurement. Biopreserv Biobank 2023; 21:46-55. [PMID: 35930257 PMCID: PMC9963475 DOI: 10.1089/bio.2021.0103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
High-quality, well-annotated, healthy tissue specimens are crucial to the success of basic and translational research, but often difficult to procure. Postmortem (PM) tissue collections provide the opportunity to collect these healthy biospecimens. PM procurement programs led by biobanks can further contribute by providing researchers with rare biospecimens collected with short postmortem intervals (PMI) in controlled environments. To support biomedical and translational research, the Cornell Veterinary Biobank (CVB), an ISO 20387 accredited core resource at the Cornell University College of Veterinary Medicine, has performed PM tissue collections from research and privately owned animals since 2013. The CVB PM collection team, consisting of a board-certified veterinary pathologist, a licensed veterinary technician collection specialist, and a data capture specialist, performs rapid tissue collections during controlled warm necropsies, with an accepted PMI of ≤2 hours and a target PMI of ≤1 hour. A retrospective analysis of PM collections between 2013 and 2020 was completed, consisting of 4077 aliquots of 1582 biospecimens from 69 donors (48 canine, 16 feline, and 5 equine). An average of 22.93 biospecimens per donor were collected (range: 1-49). The average PMI for standard collections was 43.48 ± 2.30 minutes, starting on average 20.81 ± 1.61 minutes after time of death. Thus far, the CVB has a favorable utilization rate, with 414 aliquots (10.15%) from 350 specimens (20.12%) and 45 animals (65.22%) distributed to researchers. The success of the CVB PM tissue biobanking program, collecting high-quality biospecimens with short PMIs, was due to support from veterinary pathologists, the competence of CVB personnel, and the continuous evolution of methods within a quality management system. Improvement of PM tissue collection programs in biobanks, with standardized practices for all processes and specialized personnel, can enhance the quality and increase utilization of its biospecimens and associated data.
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Affiliation(s)
- Susan J. Garrison
- Cornell Veterinary Biobank, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Lara Mouttham
- Cornell Veterinary Biobank, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Marta G. Castelhano
- Cornell Veterinary Biobank, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
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Elkholi IE, Lalonde A, Park M, Côté JF. Breast Cancer Metastatic Dormancy and Relapse: An Enigma of Microenvironment(s). Cancer Res 2022; 82:4497-4510. [PMID: 36214624 PMCID: PMC9755970 DOI: 10.1158/0008-5472.can-22-1902] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 09/01/2022] [Accepted: 10/04/2022] [Indexed: 01/24/2023]
Abstract
Multiple factors act in concert to define the fate of disseminated tumor cells (DTC) to enter dormancy or develop overt metastases. Here, we review these factors in the context of three stages of the metastatic cascade that impact DTCs. First, cells can be programmed within the primary tumor microenvironment to promote or inhibit dissemination, and the primary tumor can condition a premetastatic niche. Then, cancer cells from the primary tumor spread through hematogenous and lymphatic routes, and the primary tumor sends cues systematically to regulate the fate of DTCs. Finally, DTCs home to their metastatic site, where they are influenced by various organ-specific aspects of the new microenvironment. We discuss these factors in the context of breast cancer, where about one-third of patients develop metastatic relapse. Finally, we discuss how the standard-of-care options for breast cancer might affect the fate of DTCs.
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Affiliation(s)
- Islam E. Elkholi
- Montreal Clinical Research Institute (IRCM), Montreal, Québec, Canada.,Molecular Biology Programs, Université de Montréal, Montreal, Québec, Canada.,Corresponding Authors: Jean-François Côté, Montreal Clinical Research Institute (IRCM), 110 Avenue des Pins Ouest, Montréal H2W 1R7, Québec, Canada. Phone: 514-987-5647; E-mail: ; and Islam E. Elkholi, Montreal Clinical Research Institute (IRCM), 110 Avenue des Pins Ouest, Montréal (QC) Canada, H2W 1R7. Phone: 514-987-5656; E-mail:
| | - Andréane Lalonde
- Montreal Clinical Research Institute (IRCM), Montreal, Québec, Canada.,Molecular Biology Programs, Université de Montréal, Montreal, Québec, Canada
| | - Morag Park
- Rosalind and Morris Goodman Cancer Institute, McGill University, Montréal, Québec, Canada
| | - Jean-François Côté
- Montreal Clinical Research Institute (IRCM), Montreal, Québec, Canada.,Molecular Biology Programs, Université de Montréal, Montreal, Québec, Canada.,Department of Biochemistry and Molecular Medicine, Université de Montréal, Montréal, Québec, Canada.,Department of Anatomy and Cell Biology, McGill University, Montréal, Québec, Canada.,Corresponding Authors: Jean-François Côté, Montreal Clinical Research Institute (IRCM), 110 Avenue des Pins Ouest, Montréal H2W 1R7, Québec, Canada. Phone: 514-987-5647; E-mail: ; and Islam E. Elkholi, Montreal Clinical Research Institute (IRCM), 110 Avenue des Pins Ouest, Montréal (QC) Canada, H2W 1R7. Phone: 514-987-5656; E-mail:
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27
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Muacevic A, Adler JR, Couceiro C, Santos C, Araujo AV, Alegre I, Santos C, Campos Costa F, Cardoso D, Cardoso V, Sampaio R, Cardoso F, Gascón P. Prevalence of Imaging-Detected Silent Female Breast Cancer in Autopsy Specimens: A Study Using Image-Guided Biopsies. Cureus 2022; 14:e32776. [PMID: 36686129 PMCID: PMC9854332 DOI: 10.7759/cureus.32776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/21/2022] [Indexed: 12/24/2022] Open
Abstract
Background This study was conducted to evaluate the prevalence of imaging-detected silent breast cancer in females, with the hypothesis that the incidence of imaging-detected silent breast cancer in females is greater than the true disease incidence. The main purpose of this study is the attempt to prove whether breast imaging can identify silent breast cancers that apparently are common in serial histology analysis. Methodology A series of 217 consecutive medicolegal autopsies on fresh Portuguese cadavers were performed from July 2016 to December 2019 at the National Institute of Legal Medicine and Forensic Science, Lisbon, Portugal. The criteria for exclusion were age younger than 40 years, the autopsy performed in less than 48 hours after death, any major injury to one or both breasts, and known or clinically evident breast cancer. Once the eligibility criteria were met, and the sample collection authorization was obtained, a bilateral subcutaneous modi-fied radical mastectomy was performed in each fresh cadaver at the National Institute of Legal Medicine and Forensic Science. Mammography, ecography, and excisional biopsies of suspect areas were conducted on the collected samples. Results The indication for excisional biopsy by imaging was assigned in eight cases, and no breast cancer was discovered in the excised specimens. Conclusions In light of the findings, it cannot be concluded that the imaging-detected silent breast cancer prevalence is higher than the actual incidence of the disease, so the author's initial hypothesis was rejected. Mammography does not overdiagnose breast cancer. Benign breast alterations are common, accounting for 43.6% of the corpses collected, while low-suspicion alterations were discovered in 1.84% of breast samples. The objective examination, which included inspection and palpation, missed 37.5% of the biopsied breast changes. This finding indicated that an objective examination leads to a significant number of false-negative results which cannot be used as a screening method.
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Serrano A, Berthelet J, Naik SH, Merino D. Mastering the use of cellular barcoding to explore cancer heterogeneity. Nat Rev Cancer 2022; 22:609-624. [PMID: 35982229 DOI: 10.1038/s41568-022-00500-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/13/2022] [Indexed: 11/09/2022]
Abstract
Tumours are often composed of a multitude of malignant clones that are genomically unique, and only a few of them may have the ability to escape cancer therapy and grow as symptomatic lesions. As a result, tumours with a large degree of genomic diversity have a higher chance of leading to patient death. However, clonal fate can be driven by non-genomic features. In this context, new technologies are emerging not only to track the spatiotemporal fate of individual cells and their progeny but also to study their molecular features using various omics analysis. In particular, the recent development of cellular barcoding facilitates the labelling of tens to millions of cancer clones and enables the identification of the complex mechanisms associated with clonal fate in different microenvironments and in response to therapy. In this Review, we highlight the recent discoveries made using lentiviral-based cellular barcoding techniques, namely genetic and optical barcoding. We also emphasize the strengths and limitations of each of these technologies and discuss some of the key concepts that must be taken into consideration when one is designing barcoding experiments. Finally, we suggest new directions to further improve the use of these technologies in cancer research.
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Affiliation(s)
- Antonin Serrano
- Olivia Newton-John Cancer Research Institute, Heidelberg, Victoria, Australia
- School of Cancer Medicine, La Trobe University, Bundoora, Victoria, Australia
- Immunology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, Faculty of Medicine, Dentistry and Health Science, The University of Melbourne, Parkville, Victoria, Australia
| | - Jean Berthelet
- Olivia Newton-John Cancer Research Institute, Heidelberg, Victoria, Australia
- School of Cancer Medicine, La Trobe University, Bundoora, Victoria, Australia
| | - Shalin H Naik
- Immunology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, Faculty of Medicine, Dentistry and Health Science, The University of Melbourne, Parkville, Victoria, Australia
| | - Delphine Merino
- Olivia Newton-John Cancer Research Institute, Heidelberg, Victoria, Australia.
- School of Cancer Medicine, La Trobe University, Bundoora, Victoria, Australia.
- Immunology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia.
- Department of Medical Biology, Faculty of Medicine, Dentistry and Health Science, The University of Melbourne, Parkville, Victoria, Australia.
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The Potential and Emerging Role of Quantitative Imaging Biomarkers for Cancer Characterization. Cancers (Basel) 2022; 14:cancers14143349. [PMID: 35884409 PMCID: PMC9321521 DOI: 10.3390/cancers14143349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Revised: 07/07/2022] [Accepted: 07/08/2022] [Indexed: 12/10/2022] Open
Abstract
Simple Summary Modern, personalized therapy approaches are increasingly changing advanced cancer into a chronic disease. Compared to imaging, novel omics methodologies in molecular biology have already achieved an individual characterization of cancerous lesions. With quantitative imaging biomarkers, analyzed by radiomics or deep learning, an imaging-based assessment of tumoral biology can be brought into clinical practice. Combining these with other non-invasive methods, e.g., liquid profiling, could allow for more individual decision making regarding therapies and applications. Abstract Similar to the transformation towards personalized oncology treatment, emerging techniques for evaluating oncologic imaging are fostering a transition from traditional response assessment towards more comprehensive cancer characterization via imaging. This development can be seen as key to the achievement of truly personalized and optimized cancer diagnosis and treatment. This review gives a methodological introduction for clinicians interested in the potential of quantitative imaging biomarkers, treating of radiomics models, texture visualization, convolutional neural networks and automated segmentation, in particular. Based on an introduction to these methods, clinical evidence for the corresponding imaging biomarkers—(i) dignity and etiology assessment; (ii) tumoral heterogeneity; (iii) aggressiveness and response; and (iv) targeting for biopsy and therapy—is summarized. Further requirements for the clinical implementation of these imaging biomarkers and the synergistic potential of personalized molecular cancer diagnostics and liquid profiling are discussed.
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Hernández AMV, Díaz GMM, Zelaya MM. Informed consent of postmortem sampling: Bibliographic review. REVISTA DE CIENCIAS FORENSES DE HONDURAS 2022; 8:26-37. [PMID: 37622086 PMCID: PMC10448928 DOI: 10.5377/rcfh.v8i1.14965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/26/2023]
Abstract
Background Informed consent is based on the principle of personal autonomy, the moral conception of respect for the dignity of the human being and therefore on his freedom. The rest of the universal bioethical principles are articulated in the informed consent process: non-maleficence, justice, and beneficence. Objective Establish the situations in which it is pertinent to apply informed consent in the taking of postmortem samples from a bioethical approach versus a legal approach. Methodology A review was carried out in: SCIELO, LILACS, IBECS, CUMED, NIH, Repository of the Pan American Health Organization; using keywords: informed consent, human rights, autonomy, bioethics, autopsy, post-mortem samples and forensic doctors and a combination of these. The inclusion criteria: articles with a maximum age of five years, in Spanish and English with free access. Results 113 articles were obtained using the keywords and their combinations, plus another 43 additional records identified from other sources such as laws, regulations, etc. By eliminating the sources: duplicates, not relevant, disabled, and incomplete, a total of 49 articles were worked on. Conclusions There is a need to include in the national and international ethical guidelines that regulate scientific research and guidelines to follow on the completion of the informed consent process in studies that involve postmortem samples, after their primary use.
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Affiliation(s)
- Alejandra Marcela Ventura Hernández
- Ministerio Público, Dirección de Medicina Forense, Unidad de Investigación y Docencia, Tegucigalpa, Honduras
- Universidad Nacional Autónoma de Honduras, Posgrado de Medicina Legal y Forense
| | | | - Mireya Matamoros Zelaya
- Ministerio Público, Dirección de Medicina Forense, Unidad de Investigación y Docencia, Tegucigalpa, Honduras
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Lüke F, Harrer DC, Pantziarka P, Pukrop T, Ghibelli L, Gerner C, Reichle A, Heudobler D. Drug Repurposing by Tumor Tissue Editing. Front Oncol 2022; 12:900985. [PMID: 35814409 PMCID: PMC9270020 DOI: 10.3389/fonc.2022.900985] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 05/20/2022] [Indexed: 11/13/2022] Open
Abstract
The combinatory use of drugs for systemic cancer therapy commonly aims at the direct elimination of tumor cells through induction of apoptosis. An alternative approach becomes the focus of attention if biological changes in tumor tissues following combinatory administration of regulatorily active drugs are considered as a therapeutic aim, e.g., differentiation, transdifferentiation induction, reconstitution of immunosurveillance, the use of alternative cell death mechanisms. Editing of the tumor tissue establishes new biological 'hallmarks' as a 'pressure point' to attenuate tumor growth. This may be achieved with repurposed, regulatorily active drug combinations, often simultaneously targeting different cell compartments of the tumor tissue. Moreover, tissue editing is paralleled by decisive functional changes in tumor tissues providing novel patterns of target sites for approved drugs. Thus, agents with poor activity in non-edited tissue may reveal new clinically meaningful outcomes. For tissue editing and targeting edited tissue novel requirements concerning drug selection and administration can be summarized according to available clinical and pre-clinical data. Monoactivity is no pre-requisite, but combinatory bio-regulatory activity. The regulatorily active dose may be far below the maximum tolerable dose, and besides inhibitory active drugs stimulatory drug activities may be integrated. Metronomic scheduling often seems to be of advantage. Novel preclinical approaches like functional assays testing drug combinations in tumor tissue are needed to select potential drugs for repurposing. The two-step drug repurposing procedure, namely establishing novel functional systems states in tumor tissues and consecutively providing novel target sites for approved drugs, facilitates the systematic identification of drug activities outside the scope of any original clinical drug approvals.
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Affiliation(s)
- Florian Lüke
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
- Division of Personalized Tumor Therapy, Fraunhofer Institute for Toxicology and Experimental Medicine, Regensburg, Germany
| | - Dennis Christoph Harrer
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Pan Pantziarka
- The George Pantziarka TP53 Trust, London, United Kingdom
| | - Tobias Pukrop
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
- Bavarian Cancer Research Center (BZKF), University Hospital Regensburg, Regensburg, Germany
| | - Lina Ghibelli
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Christopher Gerner
- Department of Analytical Chemistry, Faculty of Chemistry, University of Vienna, Vienna, Austria
| | - Albrecht Reichle
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
| | - Daniel Heudobler
- Department of Internal Medicine III, Hematology and Oncology, University Hospital Regensburg, Regensburg, Germany
- Bavarian Cancer Research Center (BZKF), University Hospital Regensburg, Regensburg, Germany
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32
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Parker AL, Benguigui M, Fornetti J, Goddard E, Lucotti S, Insua-Rodríguez J, Wiegmans AP. Current challenges in metastasis research and future innovation for clinical translation. Clin Exp Metastasis 2022; 39:263-277. [PMID: 35072851 PMCID: PMC8971179 DOI: 10.1007/s10585-021-10144-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 12/28/2021] [Indexed: 02/06/2023]
Abstract
While immense strides have been made in understanding tumor biology and in developing effective treatments that have substantially improved the prognosis of cancer patients, metastasis remains the major cause of cancer-related death. Improvements in the detection and treatment of primary tumors are contributing to a growing, detailed understanding of the dynamics of metastatic progression. Yet challenges remain in detecting metastatic dissemination prior to the establishment of overt metastases and in predicting which patients are at the highest risk of developing metastatic disease. Further improvements in understanding the mechanisms governing metastasis have great potential to inform the adaptation of existing therapies and the development of novel approaches to more effectively control metastatic disease. This article presents a forward-looking perspective on the challenges that remain in the treatment of metastasis, and the exciting emerging approaches that promise to transform the treatment of metastasis in cancer patients.
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Affiliation(s)
- Amelia L Parker
- Matrix and Metastasis Lab, Kinghorn Cancer Centre, Garvin Institute of Medical Research, Darlinghurst, NSW, 2010, Australia.
- St Vincent's Clinical School, UNSW Sydney, Sydney, 2052, Australia.
| | - Madeleine Benguigui
- Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, 31096, Haifa, Israel
| | - Jaime Fornetti
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake, UT, USA
| | - Erica Goddard
- Public Health Sciences Division/Translational Research Program, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Serena Lucotti
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, NY, New York, USA
| | - Jacob Insua-Rodríguez
- Department of Physiology and Biophysics, Department of Biological Chemistry, Chao Family Comprehensive Cancer Centre, University of California, Irvine, CA, USA
| | - Adrian P Wiegmans
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute, Woolloongabba, QLD, 4121, Australia
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33
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Griffin CP, Paul CL, Alexander KL, Walker MM, Hondermarck H, Lynam J. Postmortem brain donations vs premortem surgical resections for glioblastoma research: viewing the matter as a whole. Neurooncol Adv 2022; 4:vdab168. [PMID: 35047819 PMCID: PMC8760897 DOI: 10.1093/noajnl/vdab168] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
There have been limited improvements in diagnosis, treatment, and outcomes of primary brain cancers, including glioblastoma, over the past 10 years. This is largely attributable to persistent deficits in understanding brain tumor biology and pathogenesis due to a lack of high-quality biological research specimens. Traditional, premortem, surgical biopsy samples do not allow full characterization of the spatial and temporal heterogeneity of glioblastoma, nor capture end-stage disease to allow full evaluation of the evolutionary and mutational processes that lead to treatment resistance and recurrence. Furthermore, the necessity of ensuring sufficient viable tissue is available for histopathological diagnosis, while minimizing surgically induced functional deficit, leaves minimal tissue for research purposes and results in formalin fixation of most surgical specimens. Postmortem brain donation programs are rapidly gaining support due to their unique ability to address the limitations associated with surgical tissue sampling. Collecting, processing, and preserving tissue samples intended solely for research provides both a spatial and temporal view of tumor heterogeneity as well as the opportunity to fully characterize end-stage disease from histological and molecular standpoints. This review explores the limitations of traditional sample collection and the opportunities afforded by postmortem brain donations for future neurobiological cancer research.
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Affiliation(s)
- Cassandra P Griffin
- School of Medicine and Public Health, University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Cancer Biobank: NSW Regional Biospecimen and Research Services, University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Cancer Research Alliance, University of Newcastle, Newcastle, New South Wales, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Christine L Paul
- School of Medicine and Public Health, University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Cancer Research Alliance, University of Newcastle, Newcastle, New South Wales, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, Australia
- Priority Research Centre Cancer Research, Innovation and Translation, University of Newcastle, New South Wales, Australia
- Priority Research Centre Health Behaviour, University of Newcastle, New South Wales, Australia
| | - Kimberley L Alexander
- Neurosurgery Department, Chris O’Brien Lifehouse, Camperdown, New South Wales, Australia
- Brainstorm Brain Cancer Research, Brain and Mind Centre, The University of Sydney, New South Wales, Australia
- Neuropathology Department, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Marjorie M Walker
- School of Medicine and Public Health, University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Cancer Research Alliance, University of Newcastle, Newcastle, New South Wales, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Hubert Hondermarck
- Hunter Cancer Research Alliance, University of Newcastle, Newcastle, New South Wales, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, Australia
- School of Biomedical Sciences and Pharmacy, University of Newcastle, Newcastle, New South Wales, Australia
| | - James Lynam
- School of Medicine and Public Health, University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Cancer Research Alliance, University of Newcastle, Newcastle, New South Wales, Australia
- Department of Medical Oncology, Calvary Mater, Newcastle, New South Wales, Australia
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34
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Rosenzweig M, Miller LA, Lee AV, Oesterreich S, Trejo Bittar HE, Atkinson JM, Welsh A. The Development and Implementation of an Autopsy/ Tissue Donation for Breast Cancer Research. New Bioeth 2021; 27:349-361. [PMID: 34797208 DOI: 10.1080/20502877.2021.1993608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
There is growing interest in tissue procurement for cancer research through autopsy. Establishing an autopsy/tissue donation programme for breast cancer research within an academic medical centre in the United States requires consideration, planning, multi-departmental collaboration and labour-intensive maintenance. It is the purpose of this paper to outline the necessary considerations in implementing and maintaining a tissue donation and autopsy programme within a breast cancer centre at a comprehensive cancer centre. Considerations of programme planning include: patient engagement, the recruitment of patients and families into the programme, the role and scope of work of the clinical coordinator, regulatory issues and the coordination with both pathology and the research team at time of death and autopsy/tissue donation. All aspects of the tissue donation/rapid autopsy programme development and implementation are discussed and illustrated through case study. An Autopsy/ Tissue Donation for breast cancer research can be successfully developed and implemented.
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Affiliation(s)
| | - Lori A Miller
- Women's Cancer Research Center, UPMC Hillman Cancer Center, Magee Womens Research Institute, Pittsburgh, PA, USA
| | - Adrian V Lee
- Women's Cancer Research Center, UPMC Hillman Cancer Center, Magee Womens Research Institute, Pittsburgh, PA, USA
| | - Steffi Oesterreich
- Women's Cancer Research Center, UPMC Hillman Cancer Center, Magee Womens Research Institute, Pittsburgh, PA, USA.,Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Jennifer M Atkinson
- Women's Cancer Research Center, UPMC Hillman Cancer Center, Magee Womens Research Institute, Pittsburgh, PA, USA.,Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Ann Welsh
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
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Sflomos G, Schipper K, Koorman T, Fitzpatrick A, Oesterreich S, Lee AV, Jonkers J, Brunton VG, Christgen M, Isacke C, Derksen PWB, Brisken C. Atlas of Lobular Breast Cancer Models: Challenges and Strategic Directions. Cancers (Basel) 2021; 13:5396. [PMID: 34771558 PMCID: PMC8582475 DOI: 10.3390/cancers13215396] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Revised: 10/18/2021] [Accepted: 10/21/2021] [Indexed: 12/14/2022] Open
Abstract
Invasive lobular carcinoma (ILC) accounts for up to 15% of all breast cancer (BC) cases and responds well to endocrine treatment when estrogen receptor α-positive (ER+) yet differs in many biological aspects from other ER+ BC subtypes. Up to 30% of patients with ILC will develop late-onset metastatic disease up to ten years after initial tumor diagnosis and may experience failure of systemic therapy. Unfortunately, preclinical models to study ILC progression and predict the efficacy of novel therapeutics are scarce. Here, we review the current advances in ILC modeling, including cell lines and organotypic models, genetically engineered mouse models, and patient-derived xenografts. We also underscore four critical challenges that can be addressed using ILC models: drug resistance, lobular tumor microenvironment, tumor dormancy, and metastasis. Finally, we highlight the advantages of shared experimental ILC resources and provide essential considerations from the perspective of the European Lobular Breast Cancer Consortium (ELBCC), which is devoted to better understanding and translating the molecular cues that underpin ILC to clinical diagnosis and intervention. This review will guide investigators who are considering the implementation of ILC models in their research programs.
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Affiliation(s)
- George Sflomos
- ISREC—Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Koen Schipper
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK; (K.S.); (A.F.); (C.I.)
| | - Thijs Koorman
- Department of Pathology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands; (T.K.); (P.W.B.D.)
| | - Amanda Fitzpatrick
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK; (K.S.); (A.F.); (C.I.)
| | - Steffi Oesterreich
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA 15261, USA; (S.O.); (A.V.L.)
- Magee Women’s Cancer Research Institute, Pittsburgh, PA 15213, USA
- Cancer Biology Program, Women’s Cancer Research Center, UPMC Hillman Cancer Center, Pittsburgh, PA 15232, USA
| | - Adrian V. Lee
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA 15261, USA; (S.O.); (A.V.L.)
- Magee Women’s Cancer Research Institute, Pittsburgh, PA 15213, USA
- Cancer Biology Program, Women’s Cancer Research Center, UPMC Hillman Cancer Center, Pittsburgh, PA 15232, USA
| | - Jos Jonkers
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands;
- Oncode Institute, 1066 CX Amsterdam, The Netherlands
| | - Valerie G. Brunton
- Edinburgh Cancer Research UK Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, Edinburgh EH4 2XU, UK;
| | - Matthias Christgen
- Institute of Pathology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625 Hannover, Germany;
| | - Clare Isacke
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK; (K.S.); (A.F.); (C.I.)
| | - Patrick W. B. Derksen
- Department of Pathology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands; (T.K.); (P.W.B.D.)
| | - Cathrin Brisken
- ISREC—Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK; (K.S.); (A.F.); (C.I.)
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36
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Martinez-Marti A, Felip E, Mancuso FM, Caratú G, Matito J, Nuciforo P, Sansano I, Diaz-Mejia N, Cedrés S, Callejo A, Iranzo P, Pardo N, Miquel JM, Navarro A, Vivancos A, Sansó M. Genetic evolution to tyrosine kinase inhibitory therapy in patients with EGFR-mutated non-small-cell lung cancer. Br J Cancer 2021; 125:1561-1569. [PMID: 34599295 DOI: 10.1038/s41416-021-01558-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 08/31/2021] [Accepted: 09/17/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Tumour heterogeneity impacts the efficacy of metastatic cancer treatment even if actionable mutations are identified. Clinicians need to understand if assessing one lesion provides reliable information to drive a therapeutic decision in non-small-cell lung cancer (NSCLC) patients. METHODS We analysed inter-tumour heterogeneity from five autopsied individuals with NSCLC-harbouring mutations in the epidermal growth factor receptor (EGFR), treated with EGFR tyrosine kinase inhibitors (TKIs). Through a comprehensive next-generation sequencing (NGS) oncopanel, and an EGFR panel for digital droplet PCR (ddPCR), we compared metastases within individuals, longitudinal biopsies from the same lesions and, whenever possible, the primary naive tumour. RESULTS Analysis of 22 necropsies from five patients revealed homogeneity in pathogenic mutations and TKI-resistance mechanisms within each patient in four of them. In-depth analysis by whole-exome sequencing from patient 1 confirmed homogeneity in clonal mutations, but heterogeneity in passenger subclonal alterations. Different resistance mechanisms were detected depending on the patient and line of treatment. Three patients treated with a c-MET inhibitor in combination with TKI lost MET amplification upon progression. CONCLUSION At a given point and under selective TKI pressure, a single metastasis biopsy in disseminated tumours from EGFR-mutated NSCLC patients could provide a reasonable assessment of actionable alterations useful for therapeutic decisions.
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Affiliation(s)
- Alex Martinez-Marti
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain.,Autonomous University of Barcelona (UAB), Barcelona, Spain
| | - Enriqueta Felip
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain.,University of Vic (UVIC) Central University of Catalonia (UCC), Barcelona, Spain
| | | | | | | | | | | | - Nely Diaz-Mejia
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Susana Cedrés
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Ana Callejo
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Patricia Iranzo
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Nuria Pardo
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | - Alejandro Navarro
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | - Miriam Sansó
- Cancer Genomics Group, VHIO, Barcelona, Spain. .,Balearic Islands Health Research Institute (IdISBa), Palma de Mallorca, Spain. .,Genomics for Precision Oncology Group, Health Research Institute of the Balearic Islands (IdISBa), University Hospital Son Espases (HUSE), Palma de Mallorca, Spain.
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37
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Cha S, Lee E, Won HH. Comprehensive characterization of distinct genetic alterations in metastatic breast cancer across various metastatic sites. NPJ Breast Cancer 2021; 7:93. [PMID: 34272397 PMCID: PMC8285498 DOI: 10.1038/s41523-021-00303-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 06/25/2021] [Indexed: 12/23/2022] Open
Abstract
Metastasis is the major cause of death in breast cancer patients. Although previous large-scale analyses have identified frequently altered genes specific to metastatic breast cancer (MBC) compared with those in primary breast cancer (PBC), metastatic site-specific altered genes in MBC remain largely uncharacterized. Moreover, large-scale analyses are required owing to the low expected frequency of such alterations, likely caused by tumor heterogeneity and late dissemination of breast cancer. To clarify MBC-specific genetic alterations, we integrated publicly available clinical and mutation data of 261 genes, including MBC drivers, from 4268 MBC and 5217 PBC patients from eight different cohorts. We performed meta-analyses and logistic regression analyses to identify MBC-enriched genetic alterations relative to those in PBC across 15 different metastatic site sets. We identified 11 genes that were more frequently altered in MBC samples from pan-metastatic sites, including four genes (SMARCA4, TSC2, ATRX, and AURKA) which were not identified previously. ARID2 mutations were enriched in treatment-naïve de novo and post-treatment MBC samples, compared with that in treatment-naïve PBC samples. In metastatic site-specific analyses, associations of ESR1 with liver metastasis and RICTOR with bone metastasis were significant, regardless of intrinsic subtypes. Among the 15 metastatic site sets, ESR1 mutations were enriched in the liver and depleted in the lymph nodes, whereas TP53 mutations showed an opposite trend. Seven potential MBC driver mutations showed similar preferential enrichment in specific metastatic sites. This large-scale study identified new MBC genetic alterations according to various metastatic sites and highlights their potential role in breast cancer organotropism.
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Affiliation(s)
- Soojin Cha
- Samsung Advanced Institute for Health Sciences and Technology (SAIHST), Sungkyunkwan University, Samsung Medical Center, Seoul, Republic of Korea
| | - Esak Lee
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, USA
| | - Hong-Hee Won
- Samsung Advanced Institute for Health Sciences and Technology (SAIHST), Sungkyunkwan University, Samsung Medical Center, Seoul, Republic of Korea.
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Abstract
Here we advocate Cancer Community Ecology as a valuable focus of study in Cancer Biology. We hypothesize that the heterogeneity and characteristics of cancer cells within tumors should vary systematically in space and time and that cancer cells form local ecological communities within tumors. These communities possess limited numbers of species determined by local conditions, with each species in a community possessing predictable traits that enable them to cope with their particular environment and coexist with each other. We start with a discussion of concepts and assumptions that ecologists use to study closely related species. We then discuss the competitive exclusion principle as a means for knowing when two species should not coexist, and as an opening towards understanding how they can. We present the five major categories of mechanisms of coexistence that operate in nature and suggest that the same mechanisms apply towards understanding the diversification and coexistence of cancer cell species. They are: Food-Safety Tradeoffs, Diet Choice, Habitat Selection, Variance Partitioning, and Competition-Colonization Tradeoffs. For each mechanism, we discuss how it works in nature, how it might work in cancers, and its implications for therapy.
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Affiliation(s)
- Burt P Kotler
- Mitrani Department of Desert Ecology, Blaustein Institutes for Desert Research, 108400Ben-Gurion University of the Negev, Midreshet Ben-Gurion, Israel
| | - Joel S Brown
- Department of Integrated Mathematical Oncology and Program in Cancer Biology and Evolution, 25301Moffitt Cancer Center, Tampa, FL, USA
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Zadka Ł, Chrabaszcz K, Buzalewicz I, Wiercigroch E, Glatzel-Plucińska N, Szleszkowski Ł, Gomułkiewicz A, Piotrowska A, Kurnol K, Dzięgiel P, Jurek T, Malek K. Molecular profiling of the intestinal mucosa and immune cells of the colon by multi-parametric histological techniques. Sci Rep 2021; 11:11309. [PMID: 34050214 PMCID: PMC8163794 DOI: 10.1038/s41598-021-90761-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 05/17/2021] [Indexed: 02/07/2023] Open
Abstract
The impact of the post-mortem interval (PMI) on the optical molecular characteristics of the colonic mucosa and the gut-associated lymphoid tissue (GALT) were examined by multi-parametric measurements techniques. Inflammatory cells were identified by immunohistochemical staining. Molecular parameters were estimated using the Raman spectroscopy (RS) and Fourier Transform Infrared (FTIR) spectroscopic imaging. The 3D refractive index (3D-RI) distributions of samples were determined using the digital holographic tomography. The distribution of immune cells between post-mortem (PM) and normal controls did show significant differences for CD4 (P = 0.0016) or CD8 (P < 0.0001), whose expression level was decreased in PM cases. No association was found between individual PMI values and inflammatory cell distribution. However, there was a tendency for a negative correlation between CD4+ cells and PMI (r = - 0.542, P = 0.032). The alterations ongoing in post-mortem tissue may suggest that PMI has a suppressive effect on the effector properties of the cell-mediated immunity. Moreover, it was confirmed that spectroscopic and digital holotomographic histology are also a useful technique for characterization of the differences in inflammation of varying intensity and in GALT imaging in a solid tissue. Anatomical location of immune cells and methods of tissue fixation determine the molecular and optical parameters of the examined cases.
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Affiliation(s)
- Łukasz Zadka
- grid.4495.c0000 0001 1090 049XHistology and Embryology Division, Department of Human Morphology and Embryology, Wroclaw Medical University, Chałubińskiego 6a, 50-368 Wrocław, Poland
| | - Karolina Chrabaszcz
- grid.5522.00000 0001 2162 9631Faculty of Chemistry, Jagiellonian University in Krakow, Krakow, Poland
| | - Igor Buzalewicz
- grid.7005.20000 0000 9805 3178Bio-Optics Group, Department of Biomedical Engineering, Faculty of Fundamental Problems of Technology, Wrocław University of Science and Technology, 27 Wybrzeże S. Wyspiańskiego St., 50-370, Wroclaw, Poland
| | - Ewelina Wiercigroch
- grid.5522.00000 0001 2162 9631Faculty of Chemistry, Jagiellonian University in Krakow, Krakow, Poland
| | - Natalia Glatzel-Plucińska
- grid.4495.c0000 0001 1090 049XHistology and Embryology Division, Department of Human Morphology and Embryology, Wroclaw Medical University, Chałubińskiego 6a, 50-368 Wrocław, Poland
| | - Łukasz Szleszkowski
- grid.4495.c0000 0001 1090 049XDepartment of Forensic Medicine, Forensic Medicine Unit, Wroclaw Medical University, Wroclaw, Poland
| | - Agnieszka Gomułkiewicz
- grid.4495.c0000 0001 1090 049XHistology and Embryology Division, Department of Human Morphology and Embryology, Wroclaw Medical University, Chałubińskiego 6a, 50-368 Wrocław, Poland
| | - Aleksandra Piotrowska
- grid.4495.c0000 0001 1090 049XHistology and Embryology Division, Department of Human Morphology and Embryology, Wroclaw Medical University, Chałubińskiego 6a, 50-368 Wrocław, Poland
| | - Krzysztof Kurnol
- grid.4495.c0000 0001 1090 049XHistology and Embryology Division, Department of Human Morphology and Embryology, Wroclaw Medical University, Chałubińskiego 6a, 50-368 Wrocław, Poland ,grid.4495.c0000 0001 1090 049XDepartment of General and Oncological Surgery, Wroclaw Medical University, Wrocław, Poland
| | - Piotr Dzięgiel
- grid.4495.c0000 0001 1090 049XHistology and Embryology Division, Department of Human Morphology and Embryology, Wroclaw Medical University, Chałubińskiego 6a, 50-368 Wrocław, Poland
| | - Tomasz Jurek
- grid.4495.c0000 0001 1090 049XDepartment of Forensic Medicine, Forensic Medicine Unit, Wroclaw Medical University, Wroclaw, Poland
| | - Kamilla Malek
- grid.5522.00000 0001 2162 9631Faculty of Chemistry, Jagiellonian University in Krakow, Krakow, Poland
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Kokkinos J, Jensen A, Sharbeen G, McCarroll JA, Goldstein D, Haghighi KS, Phillips PA. Does the Microenvironment Hold the Hidden Key for Functional Precision Medicine in Pancreatic Cancer? Cancers (Basel) 2021; 13:cancers13102427. [PMID: 34067833 PMCID: PMC8156664 DOI: 10.3390/cancers13102427] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 05/11/2021] [Accepted: 05/12/2021] [Indexed: 01/18/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal cancers and no significant improvement in patient survival has been seen in the past three decades. Treatment options are limited and selection of chemotherapy in the clinic is usually based on the performance status of a patient rather than the biology of their disease. In recent years, research has attempted to unlock a personalised treatment strategy by identifying actionable molecular targets in tumour cells or using preclinical models to predict the effectiveness of chemotherapy. However, these approaches rely on the biology of PDAC tumour cells only and ignore the importance of the microenvironment and fibrotic stroma. In this review, we highlight the importance of the microenvironment in driving the chemoresistant nature of PDAC and the need for preclinical models to mimic the complex multi-cellular microenvironment of PDAC in the precision medicine pipeline. We discuss the potential for ex vivo whole-tissue culture models to inform precision medicine and their role in developing novel therapeutic strategies that hit both tumour and stromal compartments in PDAC. Thus, we highlight the critical role of the tumour microenvironment that needs to be addressed before a precision medicine program for PDAC can be implemented.
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Affiliation(s)
- John Kokkinos
- Pancreatic Cancer Translational Research Group, School of Medical Sciences, Faculty of Medicine & Health, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW 2052, Australia; (J.K.); (G.S.); (D.G.)
- Australian Centre for Nanomedicine, ARC Centre of Excellence in Convergent Bio-Nano Science and Technology, UNSW Sydney, Sydney, NSW 2052, Australia;
| | - Anya Jensen
- Children’s Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW 2052, Australia;
- School of Women’s and Children’s Health, Faculty of Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
| | - George Sharbeen
- Pancreatic Cancer Translational Research Group, School of Medical Sciences, Faculty of Medicine & Health, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW 2052, Australia; (J.K.); (G.S.); (D.G.)
| | - Joshua A. McCarroll
- Australian Centre for Nanomedicine, ARC Centre of Excellence in Convergent Bio-Nano Science and Technology, UNSW Sydney, Sydney, NSW 2052, Australia;
- Children’s Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW 2052, Australia;
- School of Women’s and Children’s Health, Faculty of Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
| | - David Goldstein
- Pancreatic Cancer Translational Research Group, School of Medical Sciences, Faculty of Medicine & Health, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW 2052, Australia; (J.K.); (G.S.); (D.G.)
- Prince of Wales Clinical School, Prince of Wales Hospital, UNSW Sydney, Sydney, NSW 2052, Australia;
| | - Koroush S. Haghighi
- Prince of Wales Clinical School, Prince of Wales Hospital, UNSW Sydney, Sydney, NSW 2052, Australia;
| | - Phoebe A. Phillips
- Pancreatic Cancer Translational Research Group, School of Medical Sciences, Faculty of Medicine & Health, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW 2052, Australia; (J.K.); (G.S.); (D.G.)
- Australian Centre for Nanomedicine, ARC Centre of Excellence in Convergent Bio-Nano Science and Technology, UNSW Sydney, Sydney, NSW 2052, Australia;
- Correspondence:
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Massagué J, Ganesh K. Metastasis-Initiating Cells and Ecosystems. Cancer Discov 2021; 11:971-994. [PMID: 33811127 PMCID: PMC8030695 DOI: 10.1158/2159-8290.cd-21-0010] [Citation(s) in RCA: 173] [Impact Index Per Article: 43.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 01/25/2021] [Accepted: 01/27/2021] [Indexed: 11/16/2022]
Abstract
Metastasis is initiated and sustained through therapy by cancer cells with stem-like and immune-evasive properties, termed metastasis-initiating cells (MIC). Recent progress suggests that MICs result from the adoption of a normal regenerative progenitor phenotype by malignant cells, a phenotype with intrinsic programs to survive the stresses of the metastatic process, undergo epithelial-mesenchymal transitions, enter slow-cycling states for dormancy, evade immune surveillance, establish supportive interactions with organ-specific niches, and co-opt systemic factors for growth and recurrence after therapy. Mechanistic understanding of the molecular mediators of MIC phenotypes and host tissue ecosystems could yield cancer therapeutics to improve patient outcomes. SIGNIFICANCE: Understanding the origins, traits, and vulnerabilities of progenitor cancer cells with the capacity to initiate metastasis in distant organs, and the host microenvironments that support the ability of these cells to evade immune surveillance and regenerate the tumor, is critical for developing strategies to improve the prevention and treatment of advanced cancer. Leveraging recent progress in our understanding of the metastatic process, here we review the nature of MICs and their ecosystems and offer a perspective on how this knowledge is informing innovative treatments of metastatic cancers.
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Affiliation(s)
- Joan Massagué
- Cancer Biology and Genetics Program, Sloan Kettering Institute, New York, New York.
| | - Karuna Ganesh
- Molecular Pharmacology Program, Sloan Kettering Institute, New York, New York.
- Department of Medicine, Memorial Hospital, Memorial Sloan Kettering Cancer Center, New York, New York
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42
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Wang J, Zhang Y, Liu L, Yang T, Song J. Circular RNAs: new biomarkers of chemoresistance in cancer. Cancer Biol Med 2021; 18:j.issn.2095-3941.2020.0312. [PMID: 33738995 PMCID: PMC8185855 DOI: 10.20892/j.issn.2095-3941.2020.0312] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 11/27/2020] [Indexed: 12/17/2022] Open
Abstract
Chemotherapeutics are validated conventional treatments for patients with advanced cancer. However, with continual application of chemotherapeutics, chemoresistance, which is often predictive of poor prognosis, has gradually become a concern in recent years. Circular RNAs (circRNAs), a class of endogenous noncoding RNAs (ncRNAs) with a closed-loop structure, have been reported to be notable targets and markers for the prognosis, diagnosis, and treatment of many diseases, particularly cancer. Although dozens of studies have shown that circRNAs play major roles in drug-resistance activity in tumors, the mechanisms by which circRNAs affect chemoresistance have yet to be explored. In this review, we describe the detailed mechanisms of circRNAs and chemotherapeutics in various cancers and summarize potential therapeutic targets for drug-resistant tumors.
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Affiliation(s)
- Jiaqi Wang
- Department of General Surgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China
- Institute of Digestive Diseases of Xuzhou Medical University, Xuzhou 221002, China
| | - Yi Zhang
- Department of General Surgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China
| | - Lianyu Liu
- Department of General Surgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China
- Institute of Digestive Diseases of Xuzhou Medical University, Xuzhou 221002, China
| | - Ting Yang
- Department of General Surgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China
| | - Jun Song
- Department of General Surgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China
- Institute of Digestive Diseases of Xuzhou Medical University, Xuzhou 221002, China
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Makohon-Moore AP, Lipson EJ, Hooper JE, Zucker A, Hong J, Bielski CM, Hayashi A, Tokheim C, Baez P, Kappagantula R, Kohutek Z, Makarov V, Riaz N, Postow MA, Chapman PB, Karchin R, Socci ND, Solit DB, Chan TA, Taylor BS, Topalian SL, Iacobuzio-Donahue CA. The Genetic Evolution of Treatment-Resistant Cutaneous, Acral, and Uveal Melanomas. Clin Cancer Res 2021; 27:1516-1525. [PMID: 33323400 PMCID: PMC7925434 DOI: 10.1158/1078-0432.ccr-20-2984] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 09/21/2020] [Accepted: 12/11/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE Melanoma is a biologically heterogeneous disease composed of distinct clinicopathologic subtypes that frequently resist treatment. To explore the evolution of treatment resistance and metastasis, we used a combination of temporal and multilesional tumor sampling in conjunction with whole-exome sequencing of 110 tumors collected from 7 patients with cutaneous (n = 3), uveal (n = 2), and acral (n = 2) melanoma subtypes. EXPERIMENTAL DESIGN Primary tumors, metastases collected longitudinally, and autopsy tissues were interrogated. All but 1 patient died because of melanoma progression. RESULTS For each patient, we generated phylogenies and quantified the extent of genetic diversity among tumors, specifically among putative somatic alterations affecting therapeutic resistance. CONCLUSIONS In 4 patients who received immunotherapy, we found 1-3 putative acquired and intrinsic resistance mechanisms coexisting in the same patient, including mechanisms that were shared by all tumors within each patient, suggesting that future therapies directed at overcoming intrinsic resistance mechanisms may be broadly effective.
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Affiliation(s)
- Alvin P Makohon-Moore
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Evan J Lipson
- Johns Hopkins Bloomberg-Kimmel Institute for Cancer Immunotherapy, Kimmel Cancer Center, Baltimore, Maryland
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jody E Hooper
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Pathology, Johns Hopkins University School of Medicine and Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
| | - Amanda Zucker
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jungeui Hong
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Craig M Bielski
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Akimasa Hayashi
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Kyorin University, Mitaka City, Tokyo, Japan
| | - Collin Tokheim
- Department of Data Sciences, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Priscilla Baez
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Rajya Kappagantula
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Zachary Kohutek
- Department of Radiation Oncology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Vladimir Makarov
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nadeem Riaz
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michael A Postow
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Weill Cornell Medical College, New York, New York
| | - Paul B Chapman
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Rachel Karchin
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Biomedical Engineering, Institute for Computational Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Nicholas D Socci
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - David B Solit
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Timothy A Chan
- Center for Immunotherapy and Precision Immuno-Oncology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Barry S Taylor
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Suzanne L Topalian
- Johns Hopkins Bloomberg-Kimmel Institute for Cancer Immunotherapy, Kimmel Cancer Center, Baltimore, Maryland.
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christine A Iacobuzio-Donahue
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York.
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
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Robb TJ, Tse R, Blenkiron C. Reviving the Autopsy for Modern Cancer Evolution Research. Cancers (Basel) 2021; 13:409. [PMID: 33499137 PMCID: PMC7866143 DOI: 10.3390/cancers13030409] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 01/14/2021] [Accepted: 01/20/2021] [Indexed: 12/14/2022] Open
Abstract
Outstanding questions plaguing oncologists, centred around tumour evolution and heterogeneity, include the development of treatment resistance, immune evasion, and optimal drug targeting strategies. Such questions are difficult to study in limited cancer tissues collected during a patient's routine clinical care, and may be better investigated in the breadth of cancer tissues that may be permissible to collect during autopsies. We are starting to better understand key tumour evolution challenges based on advances facilitated by autopsy studies completed to date. This review article explores the great progress in understanding that cancer tissues collected at autopsy have already enabled, including the shared origin of metastatic cells, the importance of early whole-genome doubling events for amplifying genes needed for tumour survival, and the creation of a wealth of tissue resources powered to answer future questions, including patient-derived xenografts, cell lines, and a wide range of banked tissues. We also highlight the future role of these programmes in advancing our understanding of cancer evolution. The research autopsy provides a special opportunity for cancer patients to give the ultimate gift-to selflessly donate their tissues towards better cancer care.
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Affiliation(s)
- Tamsin Joy Robb
- Department of Molecular Medicine and Pathology, Faculty of Medical and Health Sciences, University of Auckland, Auckland 1051, New Zealand;
| | - Rexson Tse
- Department of Forensic Pathology, LabPLUS, Auckland City Hospital, Auckland 1051, New Zealand;
| | - Cherie Blenkiron
- Department of Molecular Medicine and Pathology, Faculty of Medical and Health Sciences, University of Auckland, Auckland 1051, New Zealand;
- Auckland Cancer Society Research Centre, University of Auckland, Auckland 1051, New Zealand
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Kurebayashi Y, Kubota N, Sakamoto M. Immune microenvironment of hepatocellular carcinoma, intrahepatic cholangiocarcinoma and liver metastasis of colorectal adenocarcinoma: Relationship with histopathological and molecular classifications. Hepatol Res 2021; 51:5-18. [PMID: 32573056 DOI: 10.1111/hepr.13539] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 06/13/2020] [Accepted: 06/18/2020] [Indexed: 01/24/2023]
Abstract
Tumor tissue is composed of tumor cells and tumor stroma. Tumor stroma contains various immune cells and non-immune stromal cells, forming a complex tumor microenvironment which plays pivotal roles in regulating tumor growth. Recent successes in immunotherapies against tumors, including immune checkpoint inhibitors, have further raised interests in the immune microenvironment of liver carcinoma. The immune microenvironment of tumors is formed because of interactions among tumor cells, immune cells and non-immune stromal cells, including fibroblasts and endothelial cells. Different patterns of immune microenvironment are observed among different tumor subtypes, and their clinicopathological significance and intertumor/intratumor heterogeneity are being intensively studied. Here, we review the immune microenvironment of hepatocellular carcinoma, intrahepatic cholangiocarcinoma and liver metastasis of colorectal adenocarcinoma, focusing on its histopathological appearance, clinicopathological significance, and relationship with histological and molecular classifications. Understanding the comprehensive histopathological picture of a tumor immune microenvironment, in addition to molecular and genetic approaches, will further potentiate the effort for precision medicine in the era of tumor-targeting immunotherapy.
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Affiliation(s)
- Yutaka Kurebayashi
- Department of Pathology, Keio University School of Medicine.,Molecular Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Naoto Kubota
- Department of Pathology, Keio University School of Medicine
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Riggio AI, Varley KE, Welm AL. The lingering mysteries of metastatic recurrence in breast cancer. Br J Cancer 2021; 124:13-26. [PMID: 33239679 PMCID: PMC7782773 DOI: 10.1038/s41416-020-01161-4] [Citation(s) in RCA: 290] [Impact Index Per Article: 72.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 10/28/2020] [Accepted: 10/29/2020] [Indexed: 02/07/2023] Open
Abstract
Despite being the hallmark of cancer that is responsible for the highest number of deaths, very little is known about the biology of metastasis. Metastatic disease typically manifests after a protracted period of undetectable disease following surgery or systemic therapy, owing to relapse or recurrence. In the case of breast cancer, metastatic relapse can occur months to decades after initial diagnosis and treatment. In this review, we provide an overview of the known key factors that influence metastatic recurrence, with the goal of highlighting the critical unanswered questions that still need to be addressed to make a difference in the mortality of breast cancer patients.
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Affiliation(s)
- Alessandra I Riggio
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Katherine E Varley
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Alana L Welm
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.
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47
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Ungefroren H, Wellner UF, Keck T, Lehnert H, Marquardt JU. The Small GTPase RAC1B: A Potent Negative Regulator of-and Useful Tool to Study-TGFβ Signaling. Cancers (Basel) 2020; 12:E3475. [PMID: 33266416 PMCID: PMC7700615 DOI: 10.3390/cancers12113475] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 11/19/2020] [Accepted: 11/20/2020] [Indexed: 02/06/2023] Open
Abstract
RAC1 and its alternatively spliced isoform, RAC1B, are members of the Rho family of GTPases. Both isoforms are involved in the regulation of actin cytoskeleton remodeling, cell motility, cell proliferation, and epithelial-mesenchymal transition (EMT). Compared to RAC1, RAC1B exhibits a number of distinctive features with respect to tissue distribution, downstream signaling and a role in disease conditions like inflammation and cancer. The subcellular locations and interaction partners of RAC1 and RAC1B vary depending on their activation state, which makes RAC1 and RAC1B ideal candidates to establish cross-talk with cancer-associated signaling pathways-for instance, interactions with signaling by transforming growth factor β (TGFβ), a known tumor promoter. Although RAC1 has been found to promote TGFβ-driven tumor progression, recent observations in pancreatic carcinoma cells surprisingly revealed that RAC1B confers anti-oncogenic properties, i.e., through inhibiting TGFβ-induced EMT. Since then, an unexpected array of mechanisms through which RAC1B cross-talks with TGFβ signaling has been demonstrated. However, rather than being uniformly inhibitory, RAC1B interacts with TGFβ signaling in a way that results in the selective blockade of tumor-promoting pathways, while concomitantly allowing tumor-suppressive pathways to proceed. In this review article, we are going to discuss the specific interactions between RAC1B and TGFβ signaling, which occur at multiple levels and include various components such as ligands, receptors, cytosolic mediators, transcription factors, and extracellular inhibitors of TGFβ ligands.
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Affiliation(s)
- Hendrik Ungefroren
- First Department of Medicine, Campus Lübeck, University Hospital Schleswig-Holstein, D-23538 Lübeck, Germany;
- Clinic for General Surgery, Visceral, Thoracic, Transplantation and Pediatric Surgery, Campus Kiel, University Hospital Schleswig-Holstein, D-24105 Kiel, Germany
| | - Ulrich F. Wellner
- Clinic for Surgery, Campus Lübeck, University Hospital Schleswig-Holstein, D-23538 Lübeck, Germany; (U.F.W.); (T.K.)
| | - Tobias Keck
- Clinic for Surgery, Campus Lübeck, University Hospital Schleswig-Holstein, D-23538 Lübeck, Germany; (U.F.W.); (T.K.)
| | | | - Jens-Uwe Marquardt
- First Department of Medicine, Campus Lübeck, University Hospital Schleswig-Holstein, D-23538 Lübeck, Germany;
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48
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Gastman B, Agarwal PK, Berger A, Boland G, Broderick S, Butterfield LH, Byrd D, Fecci PE, Ferris RL, Fong Y, Goff SL, Grabowski MM, Ito F, Lim M, Lotze MT, Mahdi H, Malafa M, Morris CD, Murthy P, Neves RI, Odunsi A, Pai SI, Prabhakaran S, Rosenberg SA, Saoud R, Sethuraman J, Skitzki J, Slingluff CL, Sondak VK, Sunwoo JB, Turcotte S, Yeung CC, Kaufman HL. Defining best practices for tissue procurement in immuno-oncology clinical trials: consensus statement from the Society for Immunotherapy of Cancer Surgery Committee. J Immunother Cancer 2020; 8:e001583. [PMID: 33199512 PMCID: PMC7670953 DOI: 10.1136/jitc-2020-001583] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/12/2020] [Indexed: 12/11/2022] Open
Abstract
Immunotherapy is now a cornerstone for cancer treatment, and much attention has been placed on the identification of prognostic and predictive biomarkers. The success of biomarker development is dependent on accurate and timely collection of biospecimens and high-quality processing, storage and shipping. Tumors are also increasingly used as source material for the generation of therapeutic T cells. There have been few guidelines or consensus statements on how to optimally collect and manage biospecimens and source material being used for immunotherapy and related research. The Society for Immunotherapy of Cancer Surgery Committee has brought together surgical experts from multiple subspecialty disciplines to identify best practices and to provide consensus on how best to access and manage specific tissues for immuno-oncology treatments and clinical investigation. In addition, the committee recommends early integration of surgeons and other interventional physicians with expertise in biospecimen collection, especially in clinical trials, to optimize the quality of tissue and the validity of correlative clinical studies in cancer immunotherapy.
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Affiliation(s)
- Brian Gastman
- Department of Plastic Surgery, Cleveland Clinic, Cleveland, Ohio, USA
| | - Piyush K Agarwal
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - Adam Berger
- Division of Surgical Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA
| | - Genevieve Boland
- Department of Surgical Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Stephen Broderick
- Oncology, Johns Hopkins Medicine Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland, USA
- Department of Surgery, Johns Hopkins Medicine, Baltimore, Maryland, USA
| | - Lisa H Butterfield
- Parker Institute for Cancer Immunotherapy, San Francisco, California, USA
- Microbiology and Immunology, University of California San Francisco, San Francisco, California, USA
| | - David Byrd
- Department of Surgery, University of Washington, Seattle, Washington, USA
| | - Peter E Fecci
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Robert L Ferris
- Departments of Otolaryngology, Immunology, and Radiation Oncology, University of Pittsburgh Hillman Cancer Center, Pittsburgh, Pennsylvania, USA
| | - Yuman Fong
- Department of Surgery, City of Hope National Medical Center, Duarte, California, USA
| | | | - Matthew M Grabowski
- Department of Neurosurgery, Duke Center for Brain and Spine Metastasis, Durham, North Carolina, USA
| | - Fumito Ito
- Center for Immunotherapy, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Michael Lim
- Departments of Neurosurgery, Oncology, Radiation Oncology, and Otolaryngology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Michael T Lotze
- Department of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Haider Mahdi
- OBGYN and Women's Health Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Mokenge Malafa
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, Florida, USA
| | - Carol D Morris
- Division of Orthopaedic Oncology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Pranav Murthy
- Department of Surgery, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Rogerio I Neves
- Department of Surgery, Penn State Cancer Institute, Hershey, Pennsylvania, USA
| | - Adekunle Odunsi
- Departments of Immunology and Gynecologic Oncology, Roswell Park Cancer Institute, Buffalo, New York, USA
| | - Sara I Pai
- Department of Surgical Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Sangeetha Prabhakaran
- Division of Surgical Oncology, Department of Surgery, UNM Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA
| | | | - Ragheed Saoud
- Department of Surgery, University of Chicago Hospitals, Chicago, Illinois, United States
| | | | - Joseph Skitzki
- Departments of Surgical Oncology and Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Craig L Slingluff
- Department of Surgery, Division of Surgical Oncology, Breast and Melanoma Surgery, University of Virginia, Charlottesville, Virginia, USA
| | - Vernon K Sondak
- Department of Cutaneous Oncology, Moffitt Cancer Center, Tampa, Florida, USA
| | - John B Sunwoo
- Department of Otolaryngology, Stanford University School of Medicine, Stanford, California, USA
| | - Simon Turcotte
- Surgery Department, Centre Hospitalier de l'Universite de Montreal, Montreal, Quebec, Canada
| | - Cecilia Cs Yeung
- Department of Pathology, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Howard L Kaufman
- Department of Surgical Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
- Immuneering Corp, Cambridge, Massachusetts, USA
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Paoli C, Carrer A. Organotypic Culture of Acinar Cells for the Study of Pancreatic Cancer Initiation. Cancers (Basel) 2020; 12:E2606. [PMID: 32932616 PMCID: PMC7564199 DOI: 10.3390/cancers12092606] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 09/02/2020] [Accepted: 09/09/2020] [Indexed: 12/17/2022] Open
Abstract
The carcinogenesis of pancreatic ductal adenocarcinoma (PDA) progresses according to multi-step evolution, whereby the disease acquires increasingly aggressive pathological features. On the other hand, disease inception is poorly investigated. Decoding the cascade of events that leads to oncogenic transformation is crucial to design strategies for early diagnosis as well as to tackle tumor onset. Lineage-tracing experiments demonstrated that pancreatic cancerous lesions originate from acinar cells, a highly specialized cell type in the pancreatic epithelium. Primary acinar cells can survive in vitro as organoid-like 3D spheroids, which can transdifferentiate into cells with a clear ductal morphology in response to different cell- and non-cell-autonomous stimuli. This event, termed acinar-to-ductal metaplasia, recapitulates the histological and molecular features of disease initiation. Here, we will discuss the isolation and culture of primary pancreatic acinar cells, providing a historical and technical perspective. The impact of pancreatic cancer research will also be debated. In particular, we will dissect the roles of transcriptional, epigenetic, and metabolic reprogramming for tumor initiation and we will show how that can be modeled using ex vivo acinar cell cultures. Finally, mechanisms of PDA initiation described using organotypical cultures will be reviewed.
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Affiliation(s)
- Carlotta Paoli
- Veneto Institute of Molecular Medicine (VIMM), 35129 Padova, Italy;
- Department of Biology, University of Padova, 35129 Padova, Italy
| | - Alessandro Carrer
- Veneto Institute of Molecular Medicine (VIMM), 35129 Padova, Italy;
- Department of Biology, University of Padova, 35129 Padova, Italy
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50
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Landau HJ, Yellapantula V, Diamond BT, Rustad EH, Maclachlan KH, Gundem G, Medina-Martinez J, Ossa JA, Levine MF, Zhou Y, Kappagantula R, Baez P, Attiyeh M, Makohon-Moore A, Zhang L, Boyle EM, Ashby C, Blaney P, Patel M, Zhang Y, Dogan A, Chung DJ, Giralt S, Lahoud OB, Peled JU, Scordo M, Shah G, Hassoun H, Korde NS, Lesokhin AM, Lu S, Mailankody S, Shah U, Smith E, Hultcrantz ML, Ulaner GA, van Rhee F, Morgan GJ, Landgren O, Papaemmanuil E, Iacobuzio-Donahue C, Maura F. Accelerated single cell seeding in relapsed multiple myeloma. Nat Commun 2020; 11:3617. [PMID: 32680998 PMCID: PMC7368016 DOI: 10.1038/s41467-020-17459-z] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Accepted: 07/02/2020] [Indexed: 12/11/2022] Open
Abstract
Multiple myeloma (MM) progression is characterized by the seeding of cancer cells in different anatomic sites. To characterize this evolutionary process, we interrogated, by whole genome sequencing, 25 samples collected at autopsy from 4 patients with relapsed MM and an additional set of 125 whole exomes collected from 51 patients. Mutational signatures analysis showed how cytotoxic agents introduce hundreds of unique mutations in each surviving cancer cell, detectable by bulk sequencing only in cases of clonal expansion of a single cancer cell bearing the mutational signature. Thus, a unique, single-cell genomic barcode can link chemotherapy exposure to a discrete time window in a patient′s life. We leveraged this concept to show that MM systemic seeding is accelerated at relapse and appears to be driven by the survival and subsequent expansion of a single myeloma cell following treatment with high-dose melphalan therapy and autologous stem cell transplant. In multiple myeloma, disease progresses via seeding to different anatomic sites and clonal expansion. Here, utilising autopsy material, the authors show that systemic seeding accelerates at relapse following treatment.
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Affiliation(s)
- Heather J Landau
- Adult Bone Marrow Transplant Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Venkata Yellapantula
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Benjamin T Diamond
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Even H Rustad
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kylee H Maclachlan
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Gunes Gundem
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Juan Medina-Martinez
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Juan Arango Ossa
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Max F Levine
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yangyu Zhou
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rajya Kappagantula
- Human Oncology & Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Priscilla Baez
- Human Oncology & Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marc Attiyeh
- Human Oncology & Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Alvin Makohon-Moore
- Human Oncology & Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Lance Zhang
- Human Oncology & Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Cody Ashby
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | | | - Minal Patel
- Center for Hematological Malignancies, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yanming Zhang
- Cytogenetics Laboratory, Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ahmet Dogan
- Hematopathology Service, Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David J Chung
- Adult Bone Marrow Transplant Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Sergio Giralt
- Adult Bone Marrow Transplant Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Oscar B Lahoud
- Adult Bone Marrow Transplant Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Jonathan U Peled
- Adult Bone Marrow Transplant Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Michael Scordo
- Adult Bone Marrow Transplant Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Gunjan Shah
- Adult Bone Marrow Transplant Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Hani Hassoun
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.,Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Neha S Korde
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.,Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Alexander M Lesokhin
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.,Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sydney Lu
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.,Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sham Mailankody
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.,Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Urvi Shah
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.,Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Eric Smith
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.,Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Malin L Hultcrantz
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.,Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Gary A Ulaner
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Frits van Rhee
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | | | - Ola Landgren
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.,Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Elli Papaemmanuil
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Francesco Maura
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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