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Tanjak P, Chaiboonchoe A, Suwatthanarak T, Thanormjit K, Acharayothin O, Chanthercrob J, Parakonthun T, Methasate A, Fischer JM, Wong MH, Chinswangwatanakul V. Tumor-immune hybrid cells evade the immune response and potentiate colorectal cancer metastasis through CTLA4. Clin Exp Med 2024; 25:2. [PMID: 39499374 PMCID: PMC11538261 DOI: 10.1007/s10238-024-01515-9] [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: 06/04/2024] [Accepted: 10/22/2024] [Indexed: 11/07/2024]
Abstract
Understanding the metastatic cascade is critical for the treatment and prevention of cancer-related death. Within a tumor, immune cells have the capacity to fuse with tumor cells to generate tumor-immune hybrid cells (THCs). THCs are hypothesized to be a subset of cancer cells with the capacity to enter circulation as circulating hybrid cells (CHC) and seed metastases. To understand the mechanism of THC metastasis, we investigated CHCs in peripheral blood from patients with stage IV colorectal cancer (CRC), as well as THCs in tissues of primary colorectal cancers and their liver metastasis sites using immunofluorescence, spatial proteomic, spatial transcriptomic, molecular classification, and molecular pathway analyses. Our findings indicated a high prevalence of CHCs and THCs in patients with stage IV CRC. THCs expressed CTLA4 in primary CRC lesions and correlated with upregulation of CD68, CD4, and HLA-DR in metastatic liver lesions, which is found in the consensus molecular subtype (CMS) 1 of primary CRC tissue. Pathway analysis of these genes suggested that THCs are associated with neutrophils due to upregulation of neutrophil extracellular trap signaling (NET) and neutrophil degranulation pathways. These data provide molecular pathways for the formation of THCs suggesting fusion with neutrophils, which may facilitate extravasation and metastatic seeding.
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Grants
- R016234003 Faculty of Medicine Siriraj Hospital, Mahidol University, Thailand
- R016234003 Faculty of Medicine Siriraj Hospital, Mahidol University, Thailand
- R016234003 Faculty of Medicine Siriraj Hospital, Mahidol University, Thailand
- R016234003 Faculty of Medicine Siriraj Hospital, Mahidol University, Thailand
- R016234003 Faculty of Medicine Siriraj Hospital, Mahidol University, Thailand
- RO16241047 Foundation for Cancer Care, Siriraj Hospital, Thailand
- RO16241047 Foundation for Cancer Care, Siriraj Hospital, Thailand
- RO16241047 Foundation for Cancer Care, Siriraj Hospital, Thailand
- RO16241047 Foundation for Cancer Care, Siriraj Hospital, Thailand
- RO16241047 Foundation for Cancer Care, Siriraj Hospital, Thailand
- RO16241047 Foundation for Cancer Care, Siriraj Hospital, Thailand
- RO16241047 Foundation for Cancer Care, Siriraj Hospital, Thailand
- 63-117 and 66-083 Health Systems Research Institute (HSRI), Thailand
- 63-117 and 66-083 Health Systems Research Institute (HSRI), Thailand
- 63-117 and 66-083 Health Systems Research Institute (HSRI), Thailand
- 63-117 and 66-083 Health Systems Research Institute (HSRI), Thailand
- 63-117 and 66-083 Health Systems Research Institute (HSRI), Thailand
- 63-117 and 66-083 Health Systems Research Institute (HSRI), Thailand
- 63-117 and 66-083 Health Systems Research Institute (HSRI), Thailand
- Mahidol University
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Affiliation(s)
- Pariyada Tanjak
- Faculty of Medicine Siriraj Hospital, Siriraj Cancer Center, Mahidol University, Bangkok, 10700, Thailand
- Department of Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Amphun Chaiboonchoe
- Siriraj Center of Research Excellent for Systems Pharmacology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Thanawat Suwatthanarak
- Faculty of Medicine Siriraj Hospital, Siriraj Cancer Center, Mahidol University, Bangkok, 10700, Thailand
- Department of Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Kullanist Thanormjit
- Faculty of Medicine Siriraj Hospital, Siriraj Cancer Center, Mahidol University, Bangkok, 10700, Thailand
- Department of Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Onchira Acharayothin
- Department of Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Jantappapa Chanthercrob
- Siriraj Center of Research Excellent for Systems Pharmacology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Thammawat Parakonthun
- Department of Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Asada Methasate
- Department of Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Jared M Fischer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, 97201, USA
- Cancer Early Detection Advanced Research Center, Oregon Health & Science University, Portland , OR, 97201, USA
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Melissa H Wong
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, 97201, USA
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR, 97201, USA
| | - Vitoon Chinswangwatanakul
- Faculty of Medicine Siriraj Hospital, Siriraj Cancer Center, Mahidol University, Bangkok, 10700, Thailand.
- Department of Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand.
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Patel RK, Parappilly M, Farley HC, Latour EJ, Wang LG, Nair AM, Lu ES, Sims Z, Park B, Nelson K, Mayo SC, Mills GB, Sheppard BC, Chang YH, Gibbs SL, Kardosh A, Lopez CD, Wong MH. Circulating Neoplastic-Immune Hybrid Cells Are Biomarkers of Occult Metastasis and Treatment Response in Pancreatic Cancer. Cancers (Basel) 2024; 16:3650. [PMID: 39518088 PMCID: PMC11545756 DOI: 10.3390/cancers16213650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Revised: 10/21/2024] [Accepted: 10/24/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND/OBJECTIVES Pancreatic ductal adenocarcinoma (PDAC) presents significant diagnostic and prognostic challenges, as current biomarkers frequently fail to accurately stage disease, predict rapid metastatic recurrence (rPDAC), or assess response to neoadjuvant therapy (NAT). We investigated the potential for circulating neoplastic-immune hybrid cells (CHCs) as a non-invasive, multifunctional biomarker for PDAC. METHODS Peripheral blood specimens were obtained from patients diagnosed with PDAC. CHCs were detected by co-expression of pan-cytokeratin and CD45, normalized to 50,000 peripheral blood mononuclear cells. rPDAC was defined as metastatic recurrence within six months of margin-negative pancreatectomy. Cyclic immunofluorescence (CyCIF) analyses compared hybrid phenotypes in blood and tumors. RESULTS Blood samples were collected from 42 patients with PDAC prior to resection. Those with radiographically occult metastatic disease and rPDAC had higher preoperative CHC numbers compared to patients who did not (65.0 and 74.4, vs. 11.52 CHCs; p < 0.001). Patients with complete or near-complete pathologic responses to NAT had lower preoperative CHC numbers than partial and/or non-responders (1.7 vs. 13.1 CHCs; p = 0.008). When assessed longitudinally, those with partial pathologic response saw CHC levels become undetectable while on treatment but increase in the interval between NAT completion and resection. In contrast, patients with poor responses or development of metastatic disease experienced persistent CHC detection during therapy or rising levels prior to radiographic evidence of metastases. Further, in metastatic PDAC patients, treatment-induced phenotypic changes in hybrid cells mirrored those in paired metastatic tumor samples. CONCLUSIONS CHC enumeration and phenotyping display promise as a real-time indicator of disease burden, recurrence risk, and treatment response in PDAC. CHCs have great potential as tumor-derived biomarkers to optimize therapeutic strategies and improve survival in patients with PDAC.
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Affiliation(s)
- Ranish K. Patel
- Department of Surgery, Division of Surgical Oncology, Oregon Health & Science University (OHSU), Portland, OR 97239, USA; (R.K.P.)
| | - Michael Parappilly
- Department of Cell, Developmental and Cancer Biology, OHSU, Portland, OR 97201, USA
| | - Hannah C. Farley
- Department of Cell, Developmental and Cancer Biology, OHSU, Portland, OR 97201, USA
| | - Emile J. Latour
- Biostatistics Shared Resource, Knight Cancer Institute, OHSU, Portland, OR 97239, USA
| | - Lei G. Wang
- Department of Biomedical Engineering, OHSU, Portland, OR 97201, USA
| | - Ashvin M. Nair
- Department of Cell, Developmental and Cancer Biology, OHSU, Portland, OR 97201, USA
| | - Ethan S. Lu
- Department of Cell, Developmental and Cancer Biology, OHSU, Portland, OR 97201, USA
| | - Zachary Sims
- Department of Biomedical Engineering, OHSU, Portland, OR 97201, USA
| | - Byung Park
- Biostatistics Shared Resource, Knight Cancer Institute, OHSU, Portland, OR 97239, USA
- Knight Cancer Institute, OHSU, Portland, OR 97201, USA
| | - Katherine Nelson
- Gastrointestinal Clinical Trials, Knight Cancer Institute, OHSU, Portland, OR 97239, USA
| | - Skye C. Mayo
- Department of Surgery, Division of Surgical Oncology, Oregon Health & Science University (OHSU), Portland, OR 97239, USA; (R.K.P.)
- Knight Cancer Institute, OHSU, Portland, OR 97201, USA
| | - Gordon B. Mills
- Knight Cancer Institute, OHSU, Portland, OR 97201, USA
- Division of Oncological Sciences, Knight Cancer Institute, OHSU, Portland, OR 97239, USA
| | - Brett C. Sheppard
- Knight Cancer Institute, OHSU, Portland, OR 97201, USA
- Department of Surgery, Division of General Surgery, OHSU, Portland, OR 97239, USA
| | - Young Hwan Chang
- Department of Biomedical Engineering, OHSU, Portland, OR 97201, USA
- Knight Cancer Institute, OHSU, Portland, OR 97201, USA
| | - Summer L. Gibbs
- Department of Biomedical Engineering, OHSU, Portland, OR 97201, USA
- Knight Cancer Institute, OHSU, Portland, OR 97201, USA
| | - Adel Kardosh
- Knight Cancer Institute, OHSU, Portland, OR 97201, USA
- Department of Medicine, Division of Medical Oncology, OHSU, Portland, OR 97239, USA
| | - Charles D. Lopez
- Knight Cancer Institute, OHSU, Portland, OR 97201, USA
- Department of Medicine, Division of Medical Oncology, OHSU, Portland, OR 97239, USA
| | - Melissa H. Wong
- Department of Cell, Developmental and Cancer Biology, OHSU, Portland, OR 97201, USA
- Knight Cancer Institute, OHSU, Portland, OR 97201, USA
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Patel RK, Parappilly MS, Walker BS, Heussner RT, Fung A, Chang YH, Kardosh A, Lopez CD, Mayo SC, Wong MH. Exploratory Analyses of Circulating Neoplastic-Immune Hybrid Cells as Prognostic Biomarkers in Advanced Intrahepatic Cholangiocarcinoma. Int J Mol Sci 2024; 25:9198. [PMID: 39273147 PMCID: PMC11395231 DOI: 10.3390/ijms25179198] [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: 07/29/2024] [Revised: 08/16/2024] [Accepted: 08/19/2024] [Indexed: 09/15/2024] Open
Abstract
Existing clinical biomarkers do not reliably predict treatment response or disease progression in patients with advanced intrahepatic cholangiocarcinoma (ICC). Circulating neoplastic-immune hybrid cells (CHCs) have great promise as a blood-based biomarker for patients with advanced ICC. Peripheral blood specimens were longitudinally collected from patients with advanced ICC enrolled in the HELIX-1 phase II clinical trial (NCT04251715). CHCs were identified by co-expression of pan-cytokeratin (CK) and CD45, and levels were correlated to patient clinical disease course. Unsupervised machine learning was then performed to extract their morphological features to compare them across disease courses. Five patients were included in this study, with a median of nine specimens collected per patient. A median of 13.5 CHCs per 50,000 peripheral blood mononuclear cells were identified at baseline, and levels decreased to zero following the initiation of treatment in all patients. Counts remained undetectable in three patients who demonstrated end-of-trial clinical treatment response and conversely increased in two patients with evidence of therapeutic resistance. In the post-trial surveillance period, interval counts increased prior to or at the time of clinical progression in three patients and remain undetectable in one patient with continued long-term disease stability. Using our machine learning platform, treatment-resistant CHCs exhibited upregulation of CK and downregulation of CD45 relative to treatment-responsive CHCs. CHCs represent a promising blood-based biomarker to supplement traditional radiographic and biochemical measures.
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Affiliation(s)
- Ranish K. Patel
- Department of Surgery, Division of Surgical Oncology, Oregon Health & Science University (OHSU), Portland, OR 97239, USA; (R.K.P.)
| | - Michael S. Parappilly
- Department of Cell, Developmental, and Cancer Biology, Oregon Health & Science University (OHSU), Portland, OR 97201, USA
| | - Brett S. Walker
- Department of Surgery, Division of Surgical Oncology, Oregon Health & Science University (OHSU), Portland, OR 97239, USA; (R.K.P.)
| | - Robert T. Heussner
- Department of Biomedical Engineering, Oregon Health & Science University (OHSU), Portland, OR 97201, USA
| | - Alice Fung
- Department of Diagnostic Radiology, Oregon Health & Science University (OHSU), Portland, OR 97239, USA
| | - Young Hwan Chang
- Department of Biomedical Engineering, Oregon Health & Science University (OHSU), Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University (OHSU), Portland, OR 97201, USA
| | - Adel Kardosh
- Knight Cancer Institute, Oregon Health & Science University (OHSU), Portland, OR 97201, USA
- Department of Medicine, Division of Medical Oncology, Oregon Health & Science University (OHSU), Portland, OR 97239, USA
| | - Charles D. Lopez
- Knight Cancer Institute, Oregon Health & Science University (OHSU), Portland, OR 97201, USA
- Department of Medicine, Division of Medical Oncology, Oregon Health & Science University (OHSU), Portland, OR 97239, USA
| | - Skye C. Mayo
- Department of Surgery, Division of Surgical Oncology, Oregon Health & Science University (OHSU), Portland, OR 97239, USA; (R.K.P.)
- Knight Cancer Institute, Oregon Health & Science University (OHSU), Portland, OR 97201, USA
| | - Melissa H. Wong
- Department of Cell, Developmental, and Cancer Biology, Oregon Health & Science University (OHSU), Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University (OHSU), Portland, OR 97201, USA
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Zhang C, Yang H, Chang C, Li R, Xiong J, Kang D, He D, Liu XJ, Cheng K, Cao D. Serplulimab combined with gemcitabine, nab-paclitaxel and stereotactic body radiotherapy as the first-line treatment for patients with metastatic pancreatic adenocarcinoma in China: a multicentre, single-arm, phase II trial (ICSBR) protocol. BMJ Open 2024; 14:e084274. [PMID: 39013651 PMCID: PMC11253733 DOI: 10.1136/bmjopen-2024-084274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Accepted: 07/01/2024] [Indexed: 07/18/2024] Open
Abstract
INTRODUCTION Patients with pancreatic ductal adenocarcinoma (PDAC) remain a poor prognosis despite the development of chemotherapy. Although programmed cell death 1 (PD-1) blockade has shown great efficacy in various solid tumours, its application in treating PDAC is limited. Recent studies have indicated that chemotherapy or stereotactic body radiotherapy (SBRT) may improve the antitumour effect of PD-1 blockade in patients with PDAC. The objective of this study is to evaluate the efficacy and safety of combined therapy comprising PD-1 blockade, gemcitabine plus nab-paclitaxel chemotherapy and SBRT for patients with metastatic PDAC. METHODS AND ANALYSIS This is a multicentre, single-arm, prospective phase II clinical trial. Forty-three patients diagnosed with metastatic PDAC will be enrolled. The eligible patients will be intravenously administered 1000 mg/m2 gemcitabine and 125 mg/m2 nab-paclitaxel on days 1 and 8 of the 21-day cycle. Serplulimab (200 mg) will be administered intravenously on day 1 of the 21-day cycle. Furthermore, during the second cycle, the patients will undergo SBRT with doses of 33 Gy in five fractions for primary lesions or doses of 24 Gy in three fractions for metastases. The primary endpoint is the 6-month progression-free survival (PFS) rate. The secondary endpoints overall survival, PFS, overall response rate, disease control rate, time to progression, duration of response, duration of disease control and safety. Moreover, this trial seeks to investigate biomarkers such as circulating tumour DNA and circulating hybrid cells in patients diagnosed with metastatic PDAC. ETHICS AND DISSEMINATION The study was approved by the Ethics Committee on Biomedical Research, West China Hospital of Sichuan University. The study results will be presented at international conferences and published in a peer-reviewed journal. TRIAL REGISTRATION NUMBER ChiCTR2300073237.
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Affiliation(s)
- Chenyan Zhang
- Department of Medical Oncology, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Heqi Yang
- Department of Medical Oncology, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Chen Chang
- Department of Medical Oncology, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Ruizhen Li
- Department of Medical Oncology, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Junjie Xiong
- Department of General Surgery, Sichuan University, Chengdu, Sichuan, China
| | - Deying Kang
- West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Du He
- Department of Pathology, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | | | - Ke Cheng
- Department of Medical Oncology, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Dan Cao
- Department of Medical Oncology, West China Hospital of Sichuan University, Chengdu, Sichuan, China
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McClurg DP, Sanghera C, Mukherjee S, Fitzgerald RC, Jones CM. A systematic review of circulating predictive and prognostic biomarkers to aid the personalised use of radiotherapy in the radical treatment of patients with oesophageal cancer. Radiother Oncol 2024; 195:110224. [PMID: 38479442 DOI: 10.1016/j.radonc.2024.110224] [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: 01/12/2024] [Revised: 03/05/2024] [Accepted: 03/06/2024] [Indexed: 03/21/2024]
Abstract
BACKGROUND The availability of circulating biomarkers that are predictive of treatment response or prognostic of overall outcome could enable the personalised and adaptive use of radiotherapy (RT) in patients with oesophageal adenocarcinoma (OAC) and squamous cell carcinoma (OSCC). METHODS A systematic review was carried out following Preferred Reporting Items for Systematic Reviews guidance. Medline, EMBASE, PubMed, Cochrane Library, CINAHL, Scopus and the Web of Science databases were searched for studies published between January 2005-February 2023 relating to circulating biomarkers evaluated in the context of neoadjuvant or definitive RT delivered for OAC/OSCC. Study quality was assessed using predefined criteria. RESULTS A total of 3012 studies were screened and 57 subsequently included, across which 61 biomarkers were reported. A majority (43/57,75.4%) of studies were of Asian origin and retrospective (40/57, 70.2%), with most (52/57, 91.2%) biomarkers reported in the context of patients with OSCC. There was marked inter-study heterogeneity in patient populations, treatment characteristics, biomarker measurement and the cut points used to define biomarker positivity. Nevertheless, there is evidence for the prognostic and predictive value of circulating tumour DNA and numerous miRNAs in OAC and OSCC, as well as for the prognostic and predictive value of circulating levels of CYFRA21.1 in OSCC. CONCLUSIONS There is consistent evidence for the potential predictive and prognostic value of a small number of biomarkers in OSCC and OAC, though these data are insufficient for translation to current clinical practice. Well-designed prospective studies are now required to validate their role in stratified and personalised RT treatment approaches.
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Affiliation(s)
- Dylan P McClurg
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Chandan Sanghera
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Somnath Mukherjee
- Churchill Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | | | - Christopher M Jones
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK; Department of Oncology, University of Cambridge, Cambridge, UK.
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Heussner RT, Whalen RM, Anderson A, Theison H, Baik J, Gibbs S, Wong MH, Chang YH. Quantitative image analysis pipeline for detecting circulating hybrid cells in immunofluorescence images with human-level accuracy. Cytometry A 2024; 105:345-355. [PMID: 38385578 PMCID: PMC11217923 DOI: 10.1002/cyto.a.24826] [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: 09/14/2023] [Revised: 01/10/2024] [Accepted: 01/24/2024] [Indexed: 02/23/2024]
Abstract
Circulating hybrid cells (CHCs) are a newly discovered, tumor-derived cell population found in the peripheral blood of cancer patients and are thought to contribute to tumor metastasis. However, identifying CHCs by immunofluorescence (IF) imaging of patient peripheral blood mononuclear cells (PBMCs) is a time-consuming and subjective process that currently relies on manual annotation by laboratory technicians. Additionally, while IF is relatively easy to apply to tissue sections, its application to PBMC smears presents challenges due to the presence of biological and technical artifacts. To address these challenges, we present a robust image analysis pipeline to automate the detection and analysis of CHCs in IF images. The pipeline incorporates quality control to optimize specimen preparation protocols and remove unwanted artifacts, leverages a β-variational autoencoder (VAE) to learn meaningful latent representations of single-cell images, and employs a support vector machine (SVM) classifier to achieve human-level CHC detection. We created a rigorously labeled IF CHC data set including nine patients and two disease sites with the assistance of 10 annotators to evaluate the pipeline. We examined annotator variation and bias in CHC detection and provided guidelines to optimize the accuracy of CHC annotation. We found that all annotators agreed on CHC identification for only 65% of the cells in the data set and had a tendency to underestimate CHC counts for regions of interest (ROIs) containing relatively large amounts of cells (>50,000) when using the conventional enumeration method. On the other hand, our proposed approach is unbiased to ROI size. The SVM classifier trained on the β-VAE embeddings achieved an F1 score of 0.80, matching the average performance of human annotators. Our pipeline enables researchers to explore the role of CHCs in cancer progression and assess their potential as a clinical biomarker for metastasis. Further, we demonstrate that the pipeline can identify discrete cellular phenotypes among PBMCs, highlighting its utility beyond CHCs.
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Affiliation(s)
- Robert T. Heussner
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, USA
| | - Riley M. Whalen
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, Oregon, USA
| | - Ashley Anderson
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, Oregon, USA
| | - Heather Theison
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, Oregon, USA
| | - Joseph Baik
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, USA
| | - Summer Gibbs
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, Oregon, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Melissa H. Wong
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, Oregon, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Young Hwan Chang
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
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Ali AM, Raza A. scRNAseq and High-Throughput Spatial Analysis of Tumor and Normal Microenvironment in Solid Tumors Reveal a Possible Origin of Circulating Tumor Hybrid Cells. Cancers (Basel) 2024; 16:1444. [PMID: 38611120 PMCID: PMC11010995 DOI: 10.3390/cancers16071444] [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: 03/01/2024] [Revised: 03/31/2024] [Accepted: 04/03/2024] [Indexed: 04/14/2024] Open
Abstract
Metastatic cancer is a leading cause of death in cancer patients worldwide. While circulating hybrid cells (CHCs) are implicated in metastatic spread, studies documenting their tissue origin remain sparse, with limited candidate approaches using one-two markers. Utilizing high-throughput single-cell and spatial transcriptomics, we identified tumor hybrid cells (THCs) co-expressing epithelial and macrophage markers and expressing a distinct transcriptome. Rarely, normal tissue showed these cells (NHCs), but their transcriptome was easily distinguishable from THCs. THCs with unique transcriptomes were observed in breast and colon cancers, suggesting this to be a generalizable phenomenon across cancer types. This study establishes a framework for HC identification in large datasets, providing compelling evidence for their tissue residence and offering comprehensive transcriptomic characterization. Furthermore, it sheds light on their differential function and identifies pathways that could explain their newly acquired invasive capabilities. THCs should be considered as potential therapeutic targets.
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Affiliation(s)
- Abdullah Mahmood Ali
- Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY 10032, USA
- Edward P Evans MDS Center, Herbert Irving Comprehensive Cancer Center, New York, NY 10032, USA
| | - Azra Raza
- Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY 10032, USA
- Edward P Evans MDS Center, Herbert Irving Comprehensive Cancer Center, New York, NY 10032, USA
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Seto N, Miura K, Jin L, Nakahara M. A Case of Esophageal Cancer With Markedly Elevated Soluble Interleukin-2 Receptor: A Potential of Soluble Interleukin-2 Receptor as a Biomarker. Cureus 2024; 16:e57477. [PMID: 38699096 PMCID: PMC11065481 DOI: 10.7759/cureus.57477] [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: 04/01/2024] [Indexed: 05/05/2024] Open
Abstract
We report an autopsy case of advanced esophageal cancer with multiple metastases that presented with a markedly high level of sIL-2R. An 83-year-old man was admitted to our hospital with a 1-week history of epigastric distress, appetite loss, and fatigue. Imaging examinations revealed a large liver tumor. Although the tumor markers for gastrointestinal and liver cancers were within normal limits, the sIL-2R level was extremely high (10,384 U/mL). The patient died immediately after admission due to the rapid course of the disease. An autopsy showed advanced esophageal cancer with multiple metastases, including the liver, lungs, and multiple lymph nodes. In histological examinations, esophageal cancer was a mixture of well- and poorly differentiated squamous cell carcinoma, in which poorly differentiated cancer cells expressed sIL-2R on immunohistochemical staining. However, we failed to detect positive staining for sIL-2R in the lymphocytes. Our findings revealed that solid tumors could express sIL-2R. Although sIL-2R is a tumor marker used for hematological malignancies, such as malignant lymphoma, this case report highlights the value of the measurement of sIL-2R levels in advanced solid tumors, including esophageal cancer. We concluded that sIL-2R has potential as a biomarker in advanced solid tumors for cancer staging and treatment response.
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Affiliation(s)
- Nayuta Seto
- Department of Internal Medicine, Chichibu Municipal Hospital, Saitama, JPN
| | - Kouichi Miura
- Department of Medicine, Division of Gastroenterology, Jichi Medical University, Tochigi, JPN
| | - Ling Jin
- Department of Pathology, Saitama Medical University, Saitama, JPN
| | - Moriyasu Nakahara
- Department of Gastroenterology, Chichibu Municipal Hospital, Saitama, JPN
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Whalen RM, Anderson AN, Jones JA, Sims Z, Chang YH, Nederlof MA, Wong MH, Gibbs SL. Ultra high content analyses of circulating and tumor associated hybrid cells reveal phenotypic heterogeneity. Sci Rep 2024; 14:7350. [PMID: 38538742 PMCID: PMC10973471 DOI: 10.1038/s41598-024-57381-8] [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: 11/03/2023] [Accepted: 03/18/2024] [Indexed: 07/03/2024] Open
Abstract
Persistently high, worldwide mortality from cancer highlights the unresolved challenges of disease surveillance and detection that impact survival. Development of a non-invasive, blood-based biomarker would transform survival from cancer. We demonstrate the functionality of ultra-high content analyses of a newly identified population of tumor cells that are hybrids between neoplastic and immune cells in patient matched tumor and peripheral blood specimens. Using oligonucleotide conjugated antibodies (Ab-oligo) permitting cyclic immunofluorescence (cyCIF), we present analyses of phenotypes among tumor and peripheral blood hybrid cells. Interestingly, the majority of circulating hybrid cell (CHC) subpopulations were not identified in tumor-associated hybrids. These results highlight the efficacy of ultra-high content phenotypic analyses using Ab-oligo based cyCIF applied to both tumor and peripheral blood specimens. The combination of a multiplex phenotypic profiling platform that is gentle enough to analyze blood to detect and evaluate disseminated tumor cells represents a novel approach to exploring novel tumor biology and potential utility for developing the population as a blood-based biomarker in cancer.
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Affiliation(s)
- Riley M Whalen
- Department of Cell, Developmental, and Cancer Biology, Oregon Health & Science University (OHSU), Portland, OR, 97201, USA
| | - Ashley N Anderson
- Department of Cell, Developmental, and Cancer Biology, Oregon Health & Science University (OHSU), Portland, OR, 97201, USA
| | - Jocelyn A Jones
- Department of Biomedical Engineering, OHSU, Portland, OR, 97201, USA
| | - Zachary Sims
- Department of Biomedical Engineering, OHSU, Portland, OR, 97201, USA
| | - Young Hwan Chang
- Department of Biomedical Engineering, OHSU, Portland, OR, 97201, USA
- Knight Cancer Institute, OHSU, Portland, OR, 97201, USA
| | | | - Melissa H Wong
- Department of Cell, Developmental, and Cancer Biology, Oregon Health & Science University (OHSU), Portland, OR, 97201, USA.
- Knight Cancer Institute, OHSU, Portland, OR, 97201, USA.
| | - Summer L Gibbs
- Department of Biomedical Engineering, OHSU, Portland, OR, 97201, USA.
- Knight Cancer Institute, OHSU, Portland, OR, 97201, USA.
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10
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Magri V, De Renzi G, Marino L, De Meo M, Siringo M, Gelibter A, Gareri R, Cataldi C, Giannini G, Santini D, Nicolazzo C, Gazzaniga P. Circulating Cancer-Associated Macrophage-like Cells as a Blood-Based Biomarker of Response to Immune Checkpoint Inhibitors. Int J Mol Sci 2024; 25:3752. [PMID: 38612563 PMCID: PMC11011814 DOI: 10.3390/ijms25073752] [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: 02/19/2024] [Revised: 03/19/2024] [Accepted: 03/25/2024] [Indexed: 04/14/2024] Open
Abstract
Evidence has been provided that circulating cancer-associated macrophage-like cell (CAM-L) numbers increase in response to chemotherapy, with an inverse trend compared to circulating tumor cells (CTCs). In the era of evolving cancer immunotherapy, whether CAM-Ls might have a potential role as predictive biomarkers of response has been unexplored. We evaluated whether a serial blood evaluation of CTC to CAM-L ratio might predict response to immune checkpoint inhibitors in a cohort of non-small-cell lung cancer patients. At baseline, CTCs, CAM-Ls, and the CTC/CAM-L ratio significantly correlate with both progression-free survival (PFS) and overall survival (OS). The baseline CTC/CAM-L ratio was significantly different in early progressors (4.28 ± 3.21) compared to long responders (0.42 ± 0.47) (p = 0.001). In patients treated with immune checkpoint inhibitors, a CTC/CAM-L ratio ≤ 0.25 at baseline is associated with better PFS and OS. A baseline CTC/CAM-L ratio ≤ 0.25 is statistically significant to discriminate early progressions from durable response. The results of the present pilot study suggest that CAM-Ls together with CTCs could play an important role in evaluating patients treated with cancer immunotherapy.
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Affiliation(s)
- Valentina Magri
- Department of Pathology, Oncology and Radiology, Sapienza University of Rome, 00161 Rome, Italy; (M.S.); (A.G.); (C.C.); (D.S.)
| | - Gianluigi De Renzi
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (G.D.R.); (M.D.M.); (G.G.); (C.N.); (P.G.)
| | - Luca Marino
- Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, 00184 Rome, Italy;
| | - Michela De Meo
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (G.D.R.); (M.D.M.); (G.G.); (C.N.); (P.G.)
| | - Marco Siringo
- Department of Pathology, Oncology and Radiology, Sapienza University of Rome, 00161 Rome, Italy; (M.S.); (A.G.); (C.C.); (D.S.)
| | - Alain Gelibter
- Department of Pathology, Oncology and Radiology, Sapienza University of Rome, 00161 Rome, Italy; (M.S.); (A.G.); (C.C.); (D.S.)
| | - Roberta Gareri
- UOC di Oncologia Medica, Ospedale Leopoldo Parodi Delfino, 00034 Colleferro, Italy;
| | - Chiara Cataldi
- Department of Pathology, Oncology and Radiology, Sapienza University of Rome, 00161 Rome, Italy; (M.S.); (A.G.); (C.C.); (D.S.)
| | - Giuseppe Giannini
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (G.D.R.); (M.D.M.); (G.G.); (C.N.); (P.G.)
| | - Daniele Santini
- Department of Pathology, Oncology and Radiology, Sapienza University of Rome, 00161 Rome, Italy; (M.S.); (A.G.); (C.C.); (D.S.)
| | - Chiara Nicolazzo
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (G.D.R.); (M.D.M.); (G.G.); (C.N.); (P.G.)
| | - Paola Gazzaniga
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (G.D.R.); (M.D.M.); (G.G.); (C.N.); (P.G.)
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11
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Patel RK, Parappilly M, Rahman S, Schwantes IR, Sewell M, Giske NR, Whalen RM, Durmus NG, Wong MH. The Hallmarks of Circulating Hybrid Cells. Results Probl Cell Differ 2024; 71:467-485. [PMID: 37996690 DOI: 10.1007/978-3-031-37936-9_21] [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] [Indexed: 11/25/2023]
Abstract
While tumor metastases represent the primary driver of cancer-related mortality, our understanding of the mechanisms that underlie metastatic initiation and progression remains incomplete. Recent work identified a novel tumor-macrophage hybrid cell population, generated through the fusion between neoplastic and immune cells. These hybrid cells are detected in primary tumor tissue, peripheral blood, and in metastatic sites. In-depth analyses of hybrid cell biology indicate that they can exploit phenotypic properties of both parental tumor and immune cells, in order to intravasate into circulation, evade the immune response, and seed tumors at distant sites. Thus, it has become increasingly evident that the development and dissemination of tumor-immune hybrid cells play an intricate and fundamental role in the metastatic cascade and can provide invaluable information regarding tumor characteristics and patient prognostication. In this chapter, we review the current understanding of this novel hybrid cell population, the specific hallmarks of cancer that these cells exploit to promote cancer progression and metastasis, and discuss exciting new frontiers that remain to be explored.
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Affiliation(s)
- Ranish K Patel
- Department of Surgery, Oregon Health & Science University, Portland, OR, USA
| | - Michael Parappilly
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR, USA
| | - Shahrose Rahman
- Department of Surgery, Oregon Health & Science University, Portland, OR, USA
| | - Issac R Schwantes
- Department of Surgery, Oregon Health & Science University, Portland, OR, USA
| | - Marisa Sewell
- Department of Surgery, Oregon Health & Science University, Portland, OR, USA
| | - Nicole R Giske
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR, USA
| | - Riley M Whalen
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR, USA
| | - Naside Gozde Durmus
- Molecular Imaging Program at Stanford (MIPS), Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Melissa H Wong
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR, USA.
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.
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12
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Sieler M, Dittmar T. Cell Fusion and Syncytia Formation in Cancer. Results Probl Cell Differ 2024; 71:433-465. [PMID: 37996689 DOI: 10.1007/978-3-031-37936-9_20] [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] [Indexed: 11/25/2023]
Abstract
The natural phenomenon of cell-cell fusion does not only take place in physiological processes, such as placentation, myogenesis, or osteoclastogenesis, but also in pathophysiological processes, such as cancer. More than a century ago postulated, today the hypothesis that the fusion of cancer cells with normal cells leads to the formation of cancer hybrid cells with altered properties is in scientific consensus. Some studies that have investigated the mechanisms and conditions for the fusion of cancer cells with other cells, as well as studies that have characterized the resulting cancer hybrid cells, are presented in this review. Hypoxia and the cytokine TNFα, for example, have been found to promote cell fusion. In addition, it has been found that both the protein Syncytin-1, which normally plays a role in placentation, and phosphatidylserine signaling on the cell membrane are involved in the fusion of cancer cells with other cells. In human cancer, cancer hybrid cells were detected not only in the primary tumor, but also in the circulation of patients as so-called circulating hybrid cells, where they often correlated with a worse outcome. Although some data are available, the questions of how and especially why cancer cells fuse with other cells are still not fully answered.
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Affiliation(s)
- Mareike Sieler
- Institute of Immunology, Center for Biomedical Education and Research (ZBAF), University of Witten/Herdecke, Witten, Germany.
| | - Thomas Dittmar
- Institute of Immunology, Center for Biomedical Education and Research (ZBAF), University of Witten/Herdecke, Witten, Germany
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13
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Patel RK, Rahman S, Schwantes IR, Bartlett A, Eil R, Farsad K, Fowler K, Goodyear SM, Hansen L, Kardosh A, Nabavizadeh N, Rocha FG, Tsikitis VL, Wong MH, Mayo SC. Updated Management of Colorectal Cancer Liver Metastases: Scientific Advances Driving Modern Therapeutic Innovations. Cell Mol Gastroenterol Hepatol 2023; 16:881-894. [PMID: 37678799 PMCID: PMC10598050 DOI: 10.1016/j.jcmgh.2023.08.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Revised: 08/30/2023] [Accepted: 08/30/2023] [Indexed: 09/09/2023]
Abstract
Colorectal cancer is the second leading cause of cancer-related deaths in the United States and accounts for an estimated 1 million deaths annually worldwide. The liver is the most common site of metastatic spread from colorectal cancer, significantly driving both morbidity and mortality. Although remarkable advances have been made in recent years in the management for patients with colorectal cancer liver metastases, significant challenges remain in early detection, prevention of progression and recurrence, and in the development of more effective therapeutics. In 2017, our group held a multidisciplinary state-of-the-science symposium to discuss the rapidly evolving clinical and scientific advances in the field of colorectal liver metastases, including novel early detection and prognostic liquid biomarkers, identification of high-risk cohorts, advances in tumor-immune therapy, and different regional and systemic therapeutic strategies. Since that time, there have been scientific discoveries translating into therapeutic innovations addressing the current management challenges. These innovations are currently reshaping the treatment paradigms and spurring further scientific discovery. Herein, we present an updated discussion of both the scientific and clinical advances and future directions in the management of colorectal liver metastases, including adoptive T-cell therapies, novel blood-based biomarkers, and the role of the tumor microbiome. In addition, we provide a comprehensive overview detailing the role of modern multidisciplinary clinical approaches used in the management of patients with colorectal liver metastases, including considerations toward specific molecular tumor profiles identified on next generation sequencing, as well as quality of life implications for these innovative treatments.
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Affiliation(s)
- Ranish K Patel
- Department of Surgery, Oregon Health & Science University (OHSU), Portland, Oregon
| | - Shahrose Rahman
- Department of Surgery, Oregon Health & Science University (OHSU), Portland, Oregon
| | - Issac R Schwantes
- Department of Surgery, Oregon Health & Science University (OHSU), Portland, Oregon
| | - Alexandra Bartlett
- Division of Surgical Oncology, Department of Surgery, OHSU, Portland, Oregon
| | - Robert Eil
- Division of Surgical Oncology, Department of Surgery, OHSU, Portland, Oregon; The Knight Cancer Institute, OHSU, Portland, Oregon
| | - Khashayar Farsad
- Charles T. Dotter Department of Interventional Radiology, OHSU, Portland, Oregon
| | - Kathryn Fowler
- Department of Surgery, Oregon Health & Science University (OHSU), Portland, Oregon
| | - Shaun M Goodyear
- The Knight Cancer Institute, OHSU, Portland, Oregon; Division of Hematology and Oncology, School of Medicine, OHSU, Portland, Oregon
| | - Lissi Hansen
- The Knight Cancer Institute, OHSU, Portland, Oregon; School of Nursing, OHSU, Portland, Oregon
| | - Adel Kardosh
- The Knight Cancer Institute, OHSU, Portland, Oregon; Division of Hematology and Oncology, School of Medicine, OHSU, Portland, Oregon
| | - Nima Nabavizadeh
- The Knight Cancer Institute, OHSU, Portland, Oregon; Department of Radiation Medicine, OHSU, Portland, Oregon
| | - Flavio G Rocha
- Division of Surgical Oncology, Department of Surgery, OHSU, Portland, Oregon; The Knight Cancer Institute, OHSU, Portland, Oregon
| | - V Liana Tsikitis
- The Knight Cancer Institute, OHSU, Portland, Oregon; Division of Gastrointestinal Surgery, Department of Surgery, OHSU, Portland, Oregon
| | - Melissa H Wong
- The Knight Cancer Institute, OHSU, Portland, Oregon; Department of Cell, Developmental and Cancer Biology, OHSU, Portland, Oregon
| | - Skye C Mayo
- Division of Surgical Oncology, Department of Surgery, OHSU, Portland, Oregon; The Knight Cancer Institute, OHSU, Portland, Oregon.
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14
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Heussner RT, Whalen RM, Anderson A, Theison H, Baik J, Gibbs S, Wong MH, Chang YH. Quantitative image analysis pipeline for detecting circulating hybrid cells in immunofluorescence images with human-level accuracy. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.24.554733. [PMID: 37662330 PMCID: PMC10473764 DOI: 10.1101/2023.08.24.554733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Circulating hybrid cells (CHCs) are a newly discovered, tumor-derived cell population identified in the peripheral blood of cancer patients and are thought to contribute to tumor metastasis. However, identifying CHCs by immunofluorescence (IF) imaging of patient peripheral blood mononuclear cells (PBMCs) is a time-consuming and subjective process that currently relies on manual annotation by laboratory technicians. Additionally, while IF is relatively easy to apply to tissue sections, its application on PBMC smears presents challenges due to the presence of biological and technical artifacts. To address these challenges, we present a robust image analysis pipeline to automate the detection and analyses of CHCs in IF images. The pipeline incorporates quality control to optimize specimen preparation protocols and remove unwanted artifacts, leverages a β-variational autoencoder (VAE) to learn meaningful latent representations of single-cell images and employs a support vector machine (SVM) classifier to achieve human-level CHC detection. We created a rigorously labeled IF CHC dataset including 9 patients and 2 disease sites with the assistance of 10 annotators to evaluate the pipeline. We examined annotator variation and bias in CHC detection and then provided guidelines to optimize the accuracy of CHC annotation. We found that all annotators agreed on CHC identification for only 65% of the cells in the dataset and had a tendency to underestimate CHC counts for regions of interest (ROI) containing relatively large amounts of cells (>50,000) when using conventional enumeration methods. On the other hand, our proposed approach is unbiased to ROI size. The SVM classifier trained on the β-VAE encodings achieved an F1 score of 0.80, matching the average performance of annotators. Our pipeline enables researchers to explore the role of CHCs in cancer progression and assess their potential as a clinical biomarker for metastasis. Further, we demonstrate that the pipeline can identify discrete cellular phenotypes among PBMCs, highlighting its utility beyond CHCs.
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Affiliation(s)
- Robert T. Heussner
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97201, USA
| | - Riley M. Whalen
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Ashley Anderson
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Heather Theison
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Joseph Baik
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97201, USA
| | - Summer Gibbs
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
| | - Melissa H. Wong
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
| | - Young Hwan Chang
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
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15
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Ali AM, BenMohamed F, Decina A, Mukherjee S, Levi S, Garrido Castillo LN, Bréchot D, Jurcic J, Raza A, Paterlini Bréchot P. Circulating cancer giant cells with unique characteristics frequently found in patients with myelodysplastic syndromes (MDS). Med Oncol 2023; 40:204. [PMID: 37316755 DOI: 10.1007/s12032-023-02064-z] [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: 05/18/2023] [Accepted: 05/20/2023] [Indexed: 06/16/2023]
Abstract
Myelodysplastic syndromes (MDS) are incurable diseases characterized by dysplastic hematopoietic cells, cytopenias in the blood and an inherent tendency for transformation to secondary acute myeloid leukemia (AML). Since most therapies fail to prevent rapid clonal evolution and disease resistance, new and non-invasive predictive markers are needed to monitor patients and adapt the therapeutic strategy. By using ISET, a very sensitive approach to isolate cells larger than mature leukocytes from peripheral blood samples, we looked for cellular markers in 99 patients (158 samples) with MDS and 66 healthy individuals (76 samples) used as controls. We found a total of 680 Giant Cells, defined as cells having a size of 40 microns or larger in 46 MDS patients (80 samples) and 28 Giant Cells in 11 healthy individuals (11 samples). In order to understand if we had enriched from peripheral blood atypical cells of the megakaryocyte line, we studied the Giant Cells using immunolabeling with megakaryocytes and tumor-specific markers. We report that the Giant Cells we found in the peripheral blood of MDS patients primarily express tumor markers. Our results show that Polyploid Giant Cancer Cells (PGCC), similar to those described in solid tumors, are found in the peripheral blood of patients with MDS and suggest the working hypothesis that they could play a role in hematological malignancies.
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Affiliation(s)
- Abdullah Mahmood Ali
- Division of Hematology/Oncology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
- Edward P Evans MDS Center, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Fatima BenMohamed
- Rarecells Diagnostics, Faculté de Médecine Necker, 160 rue de Vaugirard, 75015, Paris, France
| | - Alessandra Decina
- Rarecells Diagnostics, Faculté de Médecine Necker, 160 rue de Vaugirard, 75015, Paris, France
| | - Sanjay Mukherjee
- Division of Hematology/Oncology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Shelley Levi
- Division of Hematology/Oncology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | | | - Davide Bréchot
- Rarecells Diagnostics, Faculté de Médecine Necker, 160 rue de Vaugirard, 75015, Paris, France
- Rarecells Inc, Alexandria LaunchLabs® at Columbia, Lasker Biomedical Research Building, 3960 Broadway, New York, NY, 10032, USA
| | - Joseph Jurcic
- Division of Hematology/Oncology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
- Edward P Evans MDS Center, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Azra Raza
- Division of Hematology/Oncology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA.
- Edward P Evans MDS Center, Columbia University Irving Medical Center, New York, NY, 10032, USA.
| | - Patrizia Paterlini Bréchot
- Rarecells Diagnostics, Faculté de Médecine Necker, 160 rue de Vaugirard, 75015, Paris, France.
- Rarecells Inc, Alexandria LaunchLabs® at Columbia, Lasker Biomedical Research Building, 3960 Broadway, New York, NY, 10032, USA.
- University Paris Cité, 85 Boulevard Saint-Germain, 75006, Paris, France.
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16
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Sutton TL, Patel RK, Anderson AN, Bowden SG, Whalen R, Giske NR, Wong MH. Circulating Cells with Macrophage-like Characteristics in Cancer: The Importance of Circulating Neoplastic-Immune Hybrid Cells in Cancer. Cancers (Basel) 2022; 14:cancers14163871. [PMID: 36010865 PMCID: PMC9405966 DOI: 10.3390/cancers14163871] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 08/08/2022] [Accepted: 08/09/2022] [Indexed: 12/14/2022] Open
Abstract
Simple Summary In cancer, disseminated neoplastic cells circulating in blood are a source of tumor DNA, RNA, and protein, which can be harnessed to diagnose, monitor, and better understand the biology of the tumor from which they are derived. Historically, circulating tumor cells (CTCs) have dominated this field of study. While CTCs are shed directly into circulation from a primary tumor, they remain relatively rare, particularly in early stages of disease, and thus are difficult to utilize as a reliable cancer biomarker. Neoplastic-immune hybrid cells represent a novel subpopulation of circulating cells that are more reliably attainable as compared to their CTC counterparts. Here, we review two recently identified circulating cell populations in cancer—cancer-associated macrophage-like cells and circulating hybrid cells—and discuss the future impact for the exciting area of disseminated hybrid cells. Abstract Cancer remains a significant cause of mortality in developed countries, due in part to difficulties in early detection, understanding disease biology, and assessing treatment response. If effectively harnessed, circulating biomarkers promise to fulfill these needs through non-invasive “liquid” biopsy. While tumors disseminate genetic material and cellular debris into circulation, identifying clinically relevant information from these analytes has proven difficult. In contrast, cell-based circulating biomarkers have multiple advantages, including a source for tumor DNA and protein, and as a cellular reflection of the evolving tumor. While circulating tumor cells (CTCs) have dominated the circulating cell biomarker field, their clinical utility beyond that of prognostication has remained elusive, due to their rarity. Recently, two novel populations of circulating tumor-immune hybrid cells in cancer have been characterized: cancer-associated macrophage-like cells (CAMLs) and circulating hybrid cells (CHCs). CAMLs are macrophage-like cells containing phagocytosed tumor material, while CHCs can result from cell fusion between cancer and immune cells and play a role in the metastatic cascade. Both are detected in higher numbers than CTCs in peripheral blood and demonstrate utility in prognostication and assessing treatment response. Additionally, both cell populations are heterogeneous in their genetic, transcriptomic, and proteomic signatures, and thus have the potential to inform on heterogeneity within tumors. Herein, we review the advances in this exciting field.
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Affiliation(s)
- Thomas L. Sutton
- Department of Surgery, Oregon Health & Science University, Portland, OR 97239, USA
| | - Ranish K. Patel
- Department of Surgery, Oregon Health & Science University, Portland, OR 97239, USA
| | - Ashley N. Anderson
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Stephen G. Bowden
- Department of Neurological Surgery, Oregon Health & Science University, Portland, OR 97239, USA
| | - Riley Whalen
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Nicole R. Giske
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Melissa H. Wong
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
- Correspondence: ; Tel.: +1-503-494-8749; Fax: +1-503-494-4253
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17
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Kaigorodova EV, Kozik AV, Zavaruev IS, Grishchenko MY. Hybrid/Atypical Forms of Circulating Tumor Cells: Current State of the Art. BIOCHEMISTRY (MOSCOW) 2022; 87:380-390. [PMID: 35527376 PMCID: PMC8993035 DOI: 10.1134/s0006297922040071] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Cancer is one of the most common diseases worldwide, and its treatment is associated with many challenges such as drug and radioresistance and formation of metastases. These difficulties are due to tumor heterogeneity, which has many causes. One may be the cell fusion, a process that is relevant to both physiological (e.g., wound healing) and pathophysiological (cancer and viral infection) processes. This literature review aimed to summarize the existing data on the hybrid/atypical forms of circulating cancer cells and their role in tumor progression. For that, the bioinformatics search in universal databases, such as PubMed, NCBI, and Google Scholar was conducted by using the keywords “hybrid cancer cells”, “cancer cell fusion”, etc. In this review the latest information related to the hybrid tumor cells, theories of their genesis, characteristics of different variants with data from our own researches are presented. Many aspects of the hybrid cell research are still in their infancy. However, with the level of knowledge already accumulated, circulating hybrids such as CAML and CHC could be considered as promising biomarkers of cancerous tumors, and even more as a new approach to cancer treatment.
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Affiliation(s)
- Evgeniya V Kaigorodova
- Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, 634050, Russia.
- Siberian State Medical University, Tomsk, 634050, Russia
| | - Alexey V Kozik
- Siberian State Medical University, Tomsk, 634050, Russia
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