| Literature DB >> 35740537 |
Raed Sulaiman1, Pradip De2,3, Jennifer C Aske2, Xiaoqian Lin2, Adam Dale2, Ethan Vaselaar2, Nischal Koirala2, Cheryl Ageton4, Kris Gaster5, Joshua Plorde6, Benjamin Solomon7, Bradley Thaemert8, Paul Meyer9, Luis Rojas Espaillat10, David Starks10, Nandini Dey2,3.
Abstract
The source of circulating tumor cells (CTC) in the peripheral blood of patients with solid tumors are from primary cancer, metastatic sites, and a disseminated tumor cell pool. As 90% of cancer-related deaths are caused by metastatic progression and/or resistance-associated treatment failure, the above fact justifies the undeniable predictive and prognostic value of identifying CTC in the bloodstream at stages of the disease progression and resistance to treatment. Yet enumeration of CTC remains far from a standard routine procedure either for post-surgery follow-ups or ongoing adjuvant therapy. The most compelling explanation for this paradox is the absence of a convenient, laboratory-friendly, and cost-effective method to determine CTC. We presented a specific and sensitive laboratory-friendly parallel double-detection format method for the simultaneous isolation and identification of CTC from peripheral blood of 91 consented and enrolled patients with various malignant solid tumors of the lung, endometrium, ovary, esophagus, prostate, and liver. Using a pressure-guided method, we used the size-based isolation to capture CTC on a commercially available microfilter. CTC identification was carried out by two expression marker-based independent staining methods, double-immunocytochemistry parallel to standard triple-immunofluorescence. The choice of markers included specific markers for epithelial cells, EpCAM and CK8,18,19, and exclusion markers for WBC, CD45. We tested the method's specificity based on the validation of the staining method, which included positive and negative spiked samples, blood from the healthy age-matched donor, healthy age-matched leucopaks, and blood from metastatic patients. Our user-friendly cost-effective CTC detection technique may facilitate the regular use of CTC detection even in community-based cancer centers for prognosis, before and after surgery.Entities:
Keywords: CTC; immunocytochemistry; laboratory-friendly; parallel double-detection
Year: 2022 PMID: 35740537 PMCID: PMC9221448 DOI: 10.3390/cancers14122871
Source DB: PubMed Journal: Cancers (Basel) ISSN: 2072-6694 Impact factor: 6.575
Figure 1Standardization and validation of CTC by IF×3 using breast, ovarian, and lung cancer cell lines: Patients’ blood samples spiked with titrating number (1000 cells, 750 cells, 375 cells, 250 cells/100 cells) of cell lines of different solid tumors using. Pictures were taken at 60× oil objective of an Olympus IX71 Microscope with DAPI/FITC/TRITC/CY5 filter sets. (A): MCF7 cells (750 cells/375 cells per 7.5 mL of patient’s blood) were used for spiking blood samples, and cells were captured on a microfilter and stained with a CellSieve enumeration kit (Creatv Microtech) with either DAPI/CK-FITC/EpCAM-PE/CD45-Cy5 (Ai) or DAPI/CK-FITC/CD31 PE/CD45-Cy5 (Aii). (B): OVCAR3 cells (100 cells per 7.5 mL of patient’s blood) were used for spiking blood samples, and cells were captured on a microfilter and stained with cell sieve enumeration kit (Creatv MicroTech) with DAPI/CK-FITC/EpCAM-PE/CD45-Cy5. (C): HCC1975 cells (1000 cells per 7.5 mL of patient’s blood) were used for spiking blood samples, and cells were captured on a microfilter and stained with cell sieve enumeration kit (Creatv Microtech) with DAPI/CK-FITC/EpCAM-PE/CD45-Cy5. (D): NCI-H441 cells (250 cells per 7.5 mL of patient’s blood) were used for spiking blood samples, and cells were captured on a microfilter and stained with cell sieve enumeration kit (Creatv Microtech) with DAPI/CK-FITC/EpCAM-PE/CD45-Cy5. The magnification, scale bar, and digital reticle are represented for each photomicrograph. Fluorescence images from DAPI, FITC, TRITC, and Cy5 channels were separated as pictures with a color bar. The fluorescence-photomicrographs presented the diameters (μm) of CTC and a representative WBC and their respective DAPI stained nucleus.
Figure 2Validation spectrum of CTC by IF×3 using blood from patients with different clinical statuses and samples of origin: CTC from blood samples from patients with (A) clinical status, nonmetastatic (Ai) and metastatic (Aii) in endometrial cancers, and (B) samples of origin, during a biopsy from a patient with metastatic liver cancer (Bi) and during surgical resection of the tumor in lung cancers (Bii) are presented. The magnification, scale bar, and digital reticle are presented for each photomicrograph. Fluorescence images from DAPI, FITC, TRITC, and Cy5 channels were separated as pictures with a color bar. The fluorescence-photomicrographs presented the diameters (μm) of CTC and a representative WBC and their respective DAPI stained nucleus.
Figure 3Standardization and validation of CTC by ICC×2 in reference to spiked IF×3 in endometrial and ovarian cancers: CTCs were captured from blood samples from patients with endometrial (A) and ovarian (B) tumors and enumerated using ICC×2 (Ai,Bi) in reference to IF×3 (Aii,Bii). Blood samples were spiked (Spiked samples) with titrating numbers (250 cells/100 cells) of NCI-H441 cells separately for both ICC×2 and IF×3. For IF×3, pictures were taken at 60× oil objective of an Olympus IX71 Microscope with DAPI/FITC/TRITC/CY5 filter sets. For ICC×2, pictures were taken at 40× objective of an Olympus BX43 Microscope. The magnification, scale bar, and digital reticle are represented for each photomicrograph. Fluorescence images from DAPI, FITC, TRITC, and Cy5 channels were separated as pictures with a color bar. The fluorescence-photomicrographs presented the diameters (μm) of CTC and a representative WBC and their respective DAPI stained nucleus. The immunocytochemistry-photomicrographs are presented with a scale bar, magnification information, digital reticule, as well as the diameters (μm) of CTC and a representative WBC.
Figure 4Determining CTC by ICC×2 in endometrial and ovarian cancers: CTCs were captured from blood samples from patients with endometrial (A) and ovarian (B) tumors and enumerated using ICC×2 (Ai,Bi). Blood samples were spiked (Spiked samples) with titrating number (250 cells/100 cells) of NCI-H441 cells separately for ICC×2. Corresponding CTC enumeration by IF×3 (Aii,Bii) is presented. For IF×3, pictures were taken at 60× oil objective of an Olympus IX71 Microscope with DAPI/FITC/TRITC/CY5 filter sets. For ICC×2, pictures were taken at 40× objective of an Olympus BX43 Microscope. The magnification, scale bar, and digital reticle are represented for each photomicrograph. Fluorescence images from DAPI, FITC, TRITC, and Cy5 channels were separated as pictures with a color bar. The fluorescence-photomicrographs presented the diameters (μm) of CTC and a representative WBC and their respective DAPI stained nucleus. The immunocytochemistry-photomicrographs are presented with a scale bar, magnification information, digital reticule, as well as the diameters (μm) of CTC and a representative WBC.
Figure 5Clinical relevance of determination of the number of CTCs using a single case study: we determined CTC by ICC×2 from the blood of a patient with grade 2 stage I endometrial cancer: CTCs were captured from blood samples from the patient and enumerated using ICC×2 (A,B). Blood samples were spiked (Spiked samples) with titrating number (250 cells/100 cells) of NCI-H441 cells separately for ICC×2. For ICC×2, pictures were taken at 40× objective of an Olympus BX43 Microscope. The magnification, scale bar, and digital reticle are represented for each photomicrograph. We recorded up to 100 CTCs in the 7.5 mL of the blood with 13 CTCs in a single microscopic field (A) and mitotic CTCs with a mitotic figure and a cluster of 3 CTCs (B). The immunocytochemistry-photomicrographs presented with a scale bar, magnification information, digital reticule, as well as the diameters (μm) of CTC and a representative WBC.
Stage-wise distribution of patients’ blood samples used for the standardization and testing of CTCs, with tumors from each pathology.
| Stages of Patients with Different Tumors (Endometrial, Ovary, Lung, Esophageal, Prostate, and Liver) | Total Percentage of Patients’ Blood Used for the Study (%, n = 91) | Number of Blood Samples Used for CTC Standardization (n = 91) | Number of Blood Samples Used for CTC Testing (n = 91) | Percentage of Patients with Positive CTC (IF and/or ICC) (%) | ||
|---|---|---|---|---|---|---|
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| 6 | 51 | 45% | ||
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| 5% | 1 | 4 | 50% | ||
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| 14% | 3 | 10 | 30% | ||
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| 10% | 4 | 5 | 100% | ||
| Tumors from Each Organ Type | ||||||
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| 54 | 3 | 0 | 0 | 0 | 0 |
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| 2 | 1 | 2 | 0 | 0 | 0 |
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| 9 | 3 | 0 | 1 | 0 | 0 |
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| 3 | 2 | 1 | 0 | 2 | 1 |
Pathology parameters of organ type (endometrial, ovarian, lung, prostate, liver, and esophageal) tumors used for the study (LVI = Lymphovascular Invasion; MI = Myometrial Invasion; MSI = Microsatellite Instability; NA = Not Applicable; ND = Not Determined; NAV = Not Available).
| De-Identified Patient Code | Pathological Parameters of Tumor Samples from Patients with Endometrial Cancer | ||||||
|---|---|---|---|---|---|---|---|
| Tumor Type-Histological | TMN | Grade | Stage | LVI | MI (%) | MSI | |
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| Endometrioid adenocarcinoma | pT2 | 1 | II | Present | 25 | NAV |
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| Endometrioid adenocarcinoma | pT1a | 1 | IA | Absent | 14 | NAV |
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| Endometrioid adenocarcinoma | pT1a | 1 | IA | Absent | 15 | NAV |
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| Endometrioid adenocarcinoma | pT1b | 1 | IIIC1 | Present | 95 | NAV |
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| Endometrioid adenocarcinoma | pT1a pN0 | 2 | IA | Present | 46 | NAV |
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| Endometrioid adenocarcinoma | pT1a | 3 | IA | Present | 29 | NAV |
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| Endometrioid adenocarcinoma | pT1a pNX | 1 | IA | Absent | 0 | NAV |
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| Endometrioid adenocarcinoma | pT1a pN0 | 1 | IA | Absent | 11 | NAV |
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| Endometrioid adenocarcinoma | pT1b N1a | 1 | IIIC1 | Present | 67 | NAV |
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| High grade papillary serous carcinoma | pT3b pNX | 3 | IIIB | Absent | 100 | NAV |
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| Endometrioid adenocarcinoma | pT1a | 1 | IA | Absent | 9 | NAV |
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| Endometrioid adenocarcinoma | pT1apN0(sn) | 1 | IA | Absent | 14 | NAV |
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| Endometrioid adenocarcinoma | pT1a pN0 | 1 | IA | Absent | 14 | NAV |
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| Extensive mutltifocal complex hyperplasia with atypia | NA | ND | I | ND | ND | NAV |
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| Residual carcinosarcoma | pT1a pN0 | ND | IA | Absent | 26 | NAV |
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| Endometrioid adenocarcinoma | pT1a pNX | 1 | I | Absent | 28 | NAV |
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| Endometrioid adenocarcinoma | pT2 | 2 | II | Present | 87 | NAV |
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| Carcinosarcoma | pT2 | 3 | IIIC1 | Present | 72 | Stable |
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| Endometrioid adenocarcinoma | pT1a pN0sn | 1 | IA | Absent | 0 | NAV |
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| Endometrioid adenocarcinoma | pT1a pN0sn | 1 | IA | Absent | 0 | High |
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| Carcinosarcoma with high grade serous carcinoma and rhabdomyosarcomatous differentiation | pT1a N1mi | 3 | IIIC1 | Absent | 38 | Stable |
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| Endometrioid adenocarcinoma (metastatic) | pT3b pNX pM1 | 3 | IV | Absent | 50 | Stable |
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| Endometrioid adenocarcinoma | pT1a | 2 | IA | Absent | 44 | NAV |
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| Benign endometrial polyp | NA | NA | NA | NA | NA | NAV |
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| Endometrioid adenocarcinoma with squamous cell differentiation | pT1a N0 | 1 | IA | Absent | 0 | NAV |
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| Endometrioid adenocarcinoma | pT1a | 1 | I | Absent | 0 | NAV |
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| Endometrioid adenocarcinoma | pT1a pN0 | 1 | IA | ND | 25 | NAV |
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| Endometrioid adenocarcinoma | pT1a N0(i+) | 1 | I | Absent | 17 | NAV |
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| Endometrioid adenocarcinoma | pT1b | 3 | IB | Absent | 95 | NAV |
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| Benign endometrial polyp | NA | NA | NA | NA | NA | NAV |
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| Endometrioid adenocarcinoma | pT1a | 2 | I | Absent | 11 | High |
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| Endometrioid adenocarcinoma | pT1a | 1 | IA | Absent | 29 | NAV |
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| Endometrioid adenocarcinoma | pT1a (sn) | 3 | IA | Absent | 43 | NAV |
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| Endometrioid adenocarcinoma | pT1a N0 | 1 | IA | Present (?) | 36 | NAV |
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| Complex atypical hyperplasia | NA | NA | NA | NA | NA | NAV |
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| Endometrioid adenocarcinoma | pT1a N0 | 1 | IA | Absent | 17 | NAV |
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| Endometrioid adenocarcinoma | pT1a N0 | 1 | IA | Absent | 34 | NAV |
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| Endometrioid adenocarcinoma | pT1a | 1 | IA | Absent | 13 | NAV |
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| Endometrioid adenocarcinoma | pT1a | 2 | IA | Present | 25 | NAV |
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| Endometrioid adenocarcinoma | pT1a N0 | 1 | IA | Absent | 6 | NAV |
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| Endometrioid adenocarcinoma | pT1a pN0 | 3 | IA | Absent | 37 | NAV |
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| Endometrioid adenocarcinoma | pT1a | 1 | IA | Absent | 35 | NAV |
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| Endometrioid adenocarcinoma | pT1a N0 | 1 | IA | Absent | < 50% | NAV |
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| Endometrioid adenocarcinoma | pT1b | 3 | IB | Absent | 90 | NAV |
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| Endometrioid adenocarcinoma | pT1a | 2 | IA | Absent | 15 | NAV |
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| Endometrioid adenocarcinoma | pT1a N0 | 2 | IA | Absent | 32 | NAV |
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| Endometrioid adenocarcinoma | pT1a N0 | 2 | IA | Absent | 8 | High |
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| High-grade serous endometrial adenocarcinoma | pT1a N2mi | 3 | IIIC2 | Present | 46 | NAV |
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| Endometrioid adenocarcinoma | pT1a sn | 1 | IA | Absent | 0 | NAV |
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| Endometrioid adenocarcinoma | pT1b sn | 2 | IIIC1 | Present | 57 | NAV |
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| Endometrioid adenocarcinoma | pT1a | 1 | IA | Absent | 22 | NAV |
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| Endometrioid adenocarcinoma | pT1a (sn) | 1 | IA | Absent | 19 | High |
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| Endometrioid adenocarcinoma | pT1a pN0 | 1 | IA | Absent | 30 | NAV |
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| Endometrioid adenocarcinoma | pT1a pN0 | 1 | IA | Absent | 38 | NAV |
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| Endometrioid adenocarcinoma | pT1a pN0 | 1 | IA | Absent | 0 | NAV |
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| Endometrioid carcinoma | pT1a pNX pMX | 1 | IA | Absent | 0 | NAV |
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| Endometrioid adenocarcinoma | pT1a (sn) | 1 | IA | Absent | 41 | NAV |
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| Endometrioid adenocarcinoma | pT1a N0 | 1 | IA | Absent | 23 | NAV |
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| High-grade serous endometrial adenocarcinoma | pT2 (sn) N2mi | 3 | IIIC2 | Present | 87 | NAV |
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| Mixed cell adenocarcinoma, (50% high-grade serous, 50% clear cell) | pT1a N0 M1 | 3 | IVB | Absent | 0 | NAV |
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| High-grade serous endometrial adenocarcinoma | pT3a (sn) pN0 | 3 | IVB | Present | 0 | NAV |
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| Uterine carcinosarcoma | pT1a pN0 | ND | IA | Absent | 13 | NAV |
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| Mixed cell adenocarcinoma, (10% high-grade serous carcinoma, 90% endometrioid) | pT1a pN0 (sn) | 3 | IA | Absent | 13 | NAV |
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| Endometrioid adenocarcinoma | pT1a (sn) | 2 | IA | Absent | 6 | NAV |
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| Mixed cell adenocarcinoma, (90% high-grade serous, 10% endometrioid adenocarcinoma) | pT1a N0 | 3 | IA | Absent | 38 | NAV |
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| Endometrioid adenocarcinoma | pT1b N0(sn) | 1 | IB | Absent | 64 | High |
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| Endometrioid adenocarcinoma | pT1a pNX | 1 | IA | Absent | 35 | NAV |
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| Endometrioid adenocarcinoma | pT1a (sn) | 2 | IA | Absent | 10 | NAV |
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| Endometrioid adenocarcinoma | pT1a pN1mi | 1 | IIIC1 | Absent | 46 | NAV |
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| Endometrioid adenocarcinoma | pT1a pN0 | 2 | I | Absent | 25 | NAV |
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| Carcinosarcoma (predominantly endometrioid adenocarcinoma) | pT1a (sn) | 3 | IA | Present | 48 | NAV |
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| Adenocarcinoma consistent with history of ovarian carcinoma | ND | ND | IIIC/IV | NA | Stable | |
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| Serous carcinoma | (y)pT3c pNX pMX | 1 | IIIC | Present | ND | |
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| Adult granulosa cell tumor | pT1a NX | NA | IA | Absent | NAV | |
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| Low grade serous carcinoma with abundant psammoma bodies (omentum) | ND | 1 | IIIA2 | NA | Stable | |
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| High-grade serous carcinoma | pT3b pN0 | 3 | IIB | Absent | NAV | |
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| Ovarian mucinous cystadenoma | NA | NA | NA | Absent | NAV | |
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| Low grade serous borderline tumor with psammoma bodies | (m) | 1 | IIIA | NA | NAV | |
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| Simple cyst with giant cell reaction in the cyst wall | NA | NA | NA | Absent | NAV | |
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| Low-grade appendiceal mucinous neoplasm | pT4b pN0 pM1b | 1 | IVA | Absent | NAV | |
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| Low-grade serous carcinoma | pT1b pNX | 1 | IB | Absent | NAV | |
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| Mucinous borderline tumor | pT1a | NA | 1A | NA | NAV | |
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| Moderately differentiated keratinizing squamous cell carcinoma | pT1c NX | 2 | IVC | Present | NAV | |
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| Well differentiated neuroendocrine tumor (typical carcinoid) | pT1b | 1 | ND | Absent | NAV | |
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| Invasive moderately differentiated adenocarcinoma, multifocal | pT3 N0 | 2 | IIB | Absent | NAV | |
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| Necrotizing granulomatous inflammation | NA | NA | NA | NA | NAV | |
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| Squamous cell carcinoma, moderately differentiated | pT3 N0 M0 | 2 | IIB | Absent | NAV | |
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| Metastatic squamous cell carcinoma | NA | NA | NA | NA | Stable | |
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| Poorly differentiated adenocarcinoma | T3b N0 MX | 3 | IVB | Absent | NAV | |
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| Metastatic adenocarcinoma of prostate | NA | NA | IVB | NA | Stable | |
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| Esophageal adenocarcinoma | ypT3 N0 | 2 | III | Present | NAV | |
Demographics of the patients whose blood samples were used for the study (F = Female; M = Male; BMI = Body Mass Index).
| De-Identified Patient Code | Patient Demographics of Tumor Samples: Patients with Endometrial Cancer | |||
|---|---|---|---|---|
| Age at Surgery (Years) | Sex | BMI | History of Other Cancers/Pre-Treatment Status at Surgery | |
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| 65 | F | 41.3 | None |
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| 84 | F | 25.2 | None |
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| 79 | F | 41 | None |
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| 61 | F | 37.8 | None |
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| 64 | F | 41.2 | None |
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| 81 | F | 29 | None |
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| 49 | F | 44 | None |
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| 65 | F | 37.3 | None |
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| 60 | F | 28 | None |
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| 68 | F | 34.9 | None |
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| 56 | F | 60.1 | None |
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| 76 | F | 30.1 | History of breast cancer treated with chemotherapy approx. 40 years prior to diagnosis. |
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| 49 | F | 42.8 | None |
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| 50 | F | 49.2 | None |
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| 64 | F | 42.8 | History of breast ductal carcinoma in situ two years prior to diagnosis, treated with anastrozole. |
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| 65 | F | 39.8 | None |
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| 72 | F | 28.1 | None |
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| 68 | F | 47 | None |
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| 52 | F | 44.2 | None |
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| 59 | F | 34.7 | None |
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| 63 | F | 32.2 | None |
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| 83 | F | 36.6 | None |
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| 77 | F | 40.7 | None |
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| 55 | F | 36.4 | None |
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| 71 | F | 41.4 | None |
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| 79 | F | 37.9 | History of basal cell carcinoma of the skin. No chemo-treatment. |
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| 70 | F | 23.5 | None |
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| 63 | F | 33.3 | None |
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| 65 | F | 29.9 | None |
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| 58 | F | 52.2 | None |
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| 62 | F | 21.9 | None |
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| 68 | F | 30.5 | None |
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| 56 | F | 31.5 | None |
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| 65 | F | 31.7 | History of thyroid cancer |
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| 57 | F | 33.5 | None |
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| 74 | F | 33.9 | None |
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| 43 | F | 43.2 | None |
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| 65 | F | 34.4 | None |
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| 66 | F | 52 | None |
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| 79 | F | 40.8 | None |
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| 77 | F | 39.8 | None |
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| 66 | F | 51.3 | None |
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| 74 | F | 33.4 | History of skin cancer |
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| 62 | F | 33.3 | None |
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| 65 | F | 32.9 | None |
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| 65 | F | 33.6 | None |
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| 46 | F | 38.4 | None |
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| 56 | F | 26.4 | None |
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| 65 | F | 29.7 | None |
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| 46 | F | 44.3 | None |
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| 44 | F | 34.9 | None |
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| 68 | F | 41.1 | None |
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| 79 | F | 49.2 | None |
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| 68 | F | 30.9 | None |
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| 60 | F | 38.4 | History of astrocytoma |
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| 62 | F | 43.9 | None |
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| 71 | F | 35.6 | None |
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| 71 | F | 53.3 | None |
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| 67 | F | 44.3 | None |
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| 84 | F | 35.5 | None |
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| 59 | F | 35.2 | None |
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| 68 | F | 33.1 | None |
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| 62 | F | 31.8 | None |
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| 75 | F | 26.9 | History of skin cancer |
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| 60 | F | 62.7 | None |
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| 70 | F | 35.2 | None |
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| 71 | F | 48.1 | None |
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| 73 | F | 37.4 | None |
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| 68 | F | 31.6 | None |
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| 74 | F | 34.3 | None |
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| 53 | F | 27 | None |
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| 62 | F | 21.1 | Heavily pre-treated with multiple chemotherapeutic agents |
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| 58 | F | 28.9 | None |
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| 52 | F | 32.3 | None |
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| 58 | F | 42 | None |
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| 62 | F | 28.3 | None |
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| 44 | F | 28.5 | None |
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| 64 | F | 47.3 | None |
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| 79 | F | 25.3 | History of Diffuse Large B-Cell Lymphoma treated with RCHOP |
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| 78 | F | 26.3 | None |
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| 82 | F | 30.4 | None |
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| 19 | F | 35.6 | None |
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| 53 | M | 18.7 | History of squamous cell carcinoma of lower lip treated with surgery |
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| 54 | F | 25.3 | History of breast cancer |
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| 70 | F | 34.6 | None |
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| 50 | F | 38.8 | None |
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| 73 | M | 25.7 | None |
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| 66 | M | 29.9 | None |
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| 69 | M | 44.3 | None |
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| 79 | M | 31 | None |
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| 66 | M | 41.2 | None |
* Patient with African-American ethnicity.
Grade-wise distribution of patients’ blood samples used for the standardization and testing of CTCs, along with tumors from each pathology.
| Grades of Patients with Different Tumors (Endometrial, Ovary, Lung, Esophageal, Prostate, and Liver) | Total Percentage of Patients’ Blood Used for the Study (%) | Number of Blood Samples Used for CTC Standardization | Number of Blood Samples Used for CTC Testing | Percentage of Patients with Positive CTC (IF and/or ICC) (%) | ||
|---|---|---|---|---|---|---|
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| 47% | 5 | 38 | 50% | ||
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| 18% | 4 | 12 | 58% | ||
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| 20% | 2 | 16 | 69% | ||
| Tumors from Each Organ Type | ||||||
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| 37 | 5 | 1 | 0 | 0 | NA |
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| 12 | 0 | 3 | 1 | 0 | |
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| 16 | 1 | 0 | 0 | 1 | |