A method for predicting multi-organ metastatic disease, overall survival, and progression-free survival in subjects with hypertrophic circulating cancer-associated macrophage-like cells (CAML).

Abstract

Disclosed are means for predicting (i) multi-organ metastasis and / or multifocal metastatic disease, and (ii) overall survival (OS) and progression-free survival (PFS) of subjects suffering from cancer, the predictions being based on the number and size of circulating cancer-associated macrophage-like cells (CAML) found in a biological sample, such as the blood, of the subject.

Description

Technical Field

[0001] The present invention relates generally to the use of biomarkers in blood and other body fluids for diagnosing cancer and predicting overall survival and progression-free survival in subjects suffering from cancer such as multifocal metastatic disease.

Background Art

[0002] When tumor cells detach from a primary solid tumor, they penetrate into the blood and lymphatic circulation and ultimately leave the bloodstream and enter organs and tissues to metastasize. Ninety percent of cancer-related deaths are due to the metastatic process. The most common metastatic sites are the lungs, liver, bone, and brain. Tumor cells found in the circulation are called circulating tumor cells (CTCs). Many research publications and clinical trials have shown that CTCs are clinically useful in that (i) enumerating CTCs in the bloodstream provides information on prognostic survival and cancer recurrence, and (ii) examining protein expression levels, gene mutations, and the occurrence of translocations in CTCs provides information on treatment. However, even in stage IV cancer patients, there is no consistency in the association between CTCs and the onset and / or presence of the subject's cancer. CTCs are most frequently found in stage IV of small cell lung cancer, breast cancer, prostate cancer, and colorectal cancer, but are rare in the early stages of these cancers. CTCs are also rare in other cancers.

[0003] Circulating cancer-associated macrophage-like cells (CAMLs) are another type of cancer-associated cell found in the blood of cancer patients. CAMLs are associated with all solid tumors and cancers of all stages examined. CAMLs are polyploid and very large in size, ranging from approximately 25 μm to over 300 μm. These polyploid cells are either CD45(-) or CD45(+), may express CD11c, CD14, and CD31, and have been confirmed to be myeloid. These cells are often found during the process of engulfing cytotacins (CTCs) and cellular debris [1,7].

[0004] In the field of precision oncology, identifying predictive biomarkers that can distinguish between advanced and non-advanced metastases remains challenging

[11] . Biomarkers that can predict these patient populations are needed because survival is significantly shortened with multi-organ metastasis [10,11]. Previous research on CAML suggests that these cells can be used as a universal, minimally invasive, blood-based prognostic biomarker for several solid malignancies [1,9].

[0005] Assays related to the identification and characterization of biomarkers such as CAML in blood and other body fluids can be used to provide prognostic information. This invention relates to providing such tools for clinicians and other important purposes. [Overview of the Initiative]

[0006] The present invention relates to a method using a specific type of cell found in the blood of subjects with solid tumors such as carcinoma, sarcoma, neuroblastoma, and melanoma. These circulating cells are called "cancer-associated macrophage-like cells" (CAML) and have been found to be associated with the presence of solid tumors in subjects with cancer. To date, five forms associated with CAML have been characterized and described [1,2]. CAML is a subtype of circulating stromal cells and has been consistently detected in the peripheral blood of subjects with stage I to stage IV solid tumors by microfiltration based on size exclusion using microfilters with precise pore sizes [1].

[0007] Medical applications related to CAML include, but are not limited to, the use of cells as biomarkers for early detection and diagnosis of cancer, particularly for the early detection and diagnosis of cancer recurrence or relapse, and for determining cancer mutations. Furthermore, CAML has been shown to be clinically useful as a biomarker for predicting disease progression and patient survival.

[0008] Patients with multi-organ metastases have a worse prognosis and a greater tumor burden than patients with single-organ metastases [1]. While many studies have shown that CAMLs larger than 50 μm predict poor prognosis, a meta-analysis of these studies suggests that hyper-engorged CAML (heCAML), i.e., cells larger than 100 μm, are associated with multifocal metastatic and non-metastatic disease, and even worse prognosis [9]. As the experimental evidence presented here shows, the presence of heCAML in cancer patients correlates with multi-organ metastases and shorter progression-free survival (PFS) and overall survival (OS).

[0009] In a first embodiment, the present invention relates to a method for diagnosing multi-organ metastasis and / or multifocal metastatic disease in a subject. This method includes determining the size of CAML in a biological sample from a subject, such as a subject suffering from cancer, and if the size of at least one CAML in the sample is about 100 μm or larger, the subject is diagnosed with multi-organ metastasis and / or multifocal metastatic disease.

[0010] In a second embodiment, the present invention relates to a method for predicting the development of multi-organ metastasis and / or multifocal metastatic disease in a subject. This method includes determining the size of CAML in a biological sample from a subject, such as a subject suffering from cancer, and predicting that the subject will develop multi-organ metastasis and / or multifocal metastatic disease if the size of at least one CAML in the sample is about 100 μm or larger.

[0011] In a third embodiment, the present invention provides a method for predicting overall survival (OS) and / or progression-free survival (PFS) of a subject with cancer based on CAML cell size. The method includes determining the size of CAML in a biological sample from a subject, such as a subject with cancer, and predicting that if the size of at least one CAML in the sample is about 100 μm or larger, the subject will have a shorter OS and / or PFS than a subject with the same or similar cancer but in which the size of at least one CAML in the corresponding sample is not about 100 μm or larger. That is, the OS and / or PFS of a subject with larger CAML size is predicted to be less and shorter than the OS and / or PFS of a subject with smaller CAML size. In some aspects, cancer is a multi-organ metastatic or multi-focal metastatic disease.

[0012] In one aspect, this method involves determining the size of CAML in a biological sample from a subject with cancer, and if at least one CAML in the sample is approximately 100 μm or larger, the OS and / or PFS of that subject are predicted to be less or shorter than those of a subject with cancer but no CAML of approximately 100 μm or larger.

[0013] In some aspects of the embodiments of the present invention, the OS or PFS or both is at least 12 months. In other aspects of the embodiments of the present invention, the OS or PFS or both is at least 24 months.

[0014] In some aspects of the embodiments of the present invention, the size of the biological sample is 5 to 15 mL.

[0015] In each embodiment and aspect of the present invention, CAML can be defined as having each of the following characteristics: (a) A large atypical polyploid nucleus of approximately 14–64 μm or multiple nuclei within a single cell (b) Cell size of approximately 20-300 μm (c) Morphological shape selected from the group consisting of fusiform, tadpole-shaped, circular, oval, two-legged, two or more legs, slender legs, and amorphous.

[0016] In some aspects of embodiments of the present invention, CAML can be further defined as having one or more of the following additional features: (d) CD14 positive phenotype (e) CD45 expression (f) EpCAM expression (g) Vimentin expression (h)PD-L1 expression (i) Expression of monocytic CD11C marker (j) Endothelial CD146 marker expression (k) Endothelial CD202b marker expression (l) Endothelial CD31 marker expression

[0017] In each aspect and embodiment of the present invention, CAMLs larger than approximately 100 μm are referred to as "hyper-engorged cancer-associated macrophage-like cells" or heCAML.

[0018] In embodiments of the present invention, the source of the biological sample may be one or more of the following, but is not limited to: peripheral blood, blood, lymph nodes, bone marrow, cerebrospinal fluid, tissue, and urine. If the biological sample is blood, the blood may be, for example, median cubital vein blood, inferior vena cava blood, femoral vein blood, portal vein blood, or jugular vein blood. The sample may be a fresh sample or a properly prepared cryopreserved sample that has been thawed.

[0019] In some aspects of embodiments of the present invention, cancer is a solid tumor, stage I cancer, stage II cancer, stage III cancer, stage IV cancer, carcinoma, sarcoma, neuroblastoma, melanoma, epithelial cell carcinoma, breast cancer, prostate cancer, lung cancer, pancreatic cancer, colorectal cancer, kidney cancer, liver cancer, head and neck cancer, renal cancer, ovarian cancer, esophageal cancer, or other solid tumor cancer.

[0020] In some aspects of embodiments of the present invention, circulating cells are isolated from a biological sample for a determination step using one or more means selected from size exclusion, immunocapture, erythrocyte lysis, leukocyte depletion, FICOLL, electrophoresis, dielectrophoresis, flow cytometry, magnetic levitation, and various microfluidic chips, or combinations thereof.

[0021] In one aspect of the present invention, circulating cells are isolated from a biological sample using a size exclusion method comprising the use of a microfilter. The microfilter may have pore sizes ranging from about 5 μm to about 20 μm. The pores of the microfilter may have circular, racetrack-shaped, elliptical, square, and / or rectangular pore shapes. The microfilter may have precise pore shapes and / or a uniform pore distribution.

[0022] In another aspect of the present invention, circulating cells are isolated from a biological sample using a microfluidic chip via sorting based on physical size, sorting based on hydrodynamic size, grouping, trapping, immunocapture, enrichment of large cells, or exclusion of small cells based on size.

[0023] In a further aspect of the present invention, circulating cells are isolated from a biological sample using a CellSieve® low pressure precision filtration assay.

Brief Description of the Drawings

[0024] [Figure 1] It is a diagram showing the intensity of cell differentiation markers used for the identification and subtyping of CAML.

[0025] [Figure 2] It is a diagram showing the distribution of heCAML in biological samples from patients with (A) single-organ metastasis and (B) multiple-organ metastasis, classified by four cancer types: breast cancer, lung cancer, prostate cancer, and kidney cancer.

[0026] [Figure 3] It is a diagram showing a Kaplan-Meier comparison of the presence of heCAML in patients with the metastasis of FIG. 2.

[0027] [Figure 4] It is a diagram showing the number of heCAML in the blood of first blood draws from subjects with non-metastatic cancer, single-organ metastasis, and multiple-organ metastasis from 275 cancer patients.

[0028] [Figure 5] It is a diagram showing the number and / or presence of heCAML at various stages of cancer patients shown in FIG. 4.

[0029] [Figure 6A] It is a diagram showing a Kaplan-Meier comparison (A) regarding the presence of heCAML in patients with metastatic lesions. [Figure 6B] It is a diagram showing an increase in progression and mortality (B) in subjects with different sizes of CAML.

Modes for Carrying Out the Invention

[0030] Detailed Description The detailed configurations and elements defined herein are provided solely to aid in a comprehensive understanding of the present invention. Therefore, it will be apparent to those skilled in the art that the embodiments described herein can be modified and altered in various ways without departing from the scope and spirit of the invention.

[0031] Cancer is one of the most feared diseases in the world, affecting every population and ethnic group in every country. Approximately 40% of both men and women will develop cancer in their lifetime. In the United States alone, there are at least 12 million cancer patients at any given time, and it is estimated that 1.7 million new cancer cases and over 600,000 deaths occurred in 2018. Globally, it is estimated that approximately 8 million people die from cancer each year, with 3 million of those deaths occurring in developed countries where patients have access to treatment.

[0032] Ideally, there should be a diagnostic method that can rapidly determine whether cancer is present and / or has metastasized, which can be used to select a treatment type and determine whether the selected treatment is effective, and which can be used to predict survival prognosis.

[0033] This disclosure presents a cell type that is found more consistently than any other cancer-associated cell type in the blood of patients with stage I–IV solid tumors. These circulating cells are macrophage-like cells containing the same tumor markers as the primary tumor, and are referred to here as circulating cancer-associated macrophage-like cells (CAML).

[0034] CAML present in biological samples from cancer patients can be isolated and characterized along with circulating tumor cells (CTCs) by using size exclusion methods, such as microfiltration. Microfilters can be formed to have pores large enough to allow red blood cells and most white blood cells to pass through while retaining larger cells such as CTCs and CAML. The collected cells can be characterized directly on the filter or by other means.

[0035] CAML, when used alone, has many clinical benefits. Furthermore, characterization of CAML in biological samples, when combined with assays for other markers such as CTCs, cell-free DNA, and free proteins in blood, can further improve the sensitivity and specificity of diagnostic techniques. Since CAML and CTCs can be isolated and identified simultaneously by the same means, the above characteristics apply especially to CAML and CTCs.

[0036] Circulating tumor cells As defined herein, carcinoma-associated cytokeratins (CTCs) express many cytokeratins (CKs). CK8, CK18, and CK19 are the most commonly expressed cytokeratins by CTCs and are used in diagnosis, but investigations do not need to be limited to these markers alone. The surface of solid tumor CTCs typically expresses epithelial cell adhesion molecules (EpCAMs). However, this expression is not uniform or consistent. CTCs do not express CD45, because CD45 is a leukocyte marker. Assays for identifying tumor-associated cells such as CTCs and CAMLs can be adequately performed using antibodies against solid tumor-associated markers such as CK8, CK18, and CK19, or antibodies against CD45 or DAPI. By combining staining techniques with morphology, pathologically-definable CTCs (PDCTCs), apoptotic CTCs, and CAMLs can be identified [3].

[0037] PDCTCs associated with carcinoma express CK8, CK18, and CK19 and are identified and defined by the following characteristics. • "Cancer-like" nuclei stained with DAPI. The nuclei are usually large and have a dotted pattern, except during cell division, when they may be condensed. • Expression of one or more of CK8, CK18, and CK19. CTCs from epithelial carcinomas typically express at least CK8, CK18, and CK19. Cytokeratin has a filamentous pattern. • Lack of CD45 expression.

[0038] PDCTCs associated with sarcomas express vimentin instead of CK8, CK18, and CK19.

[0039] PDCTCs associated with melanoma express CD146, CD31, and / or CD34 instead of CK8, CK18, and CK19.

[0040] PDCTCs associated with neuroblastoma express GD2 and / or vimentin instead of CK8, CK18, and CK19.

[0041] Apoptotic carcinoma-associated CTCs express CK8, CK18, and CK19 and are identified and defined by the following characteristics: • A degraded nucleus. • Expression of one or more CK8, CK18, and CK19. The pattern of all cytokeratins is not filamentous, but rather partially or entirely fragmented in a spotted manner. • Lack of CD45 expression.

[0042] Circulating cancer-associated macrophage-like cells (CAML) As defined herein, circulating cells used in the methods of the present invention may be referred to as “CAML”. Each reference to “circulating cells” is synonymous with CAML, and each reference to “CAML” is synonymous with circulating cells. Whether referred to as CAML or “circulating cells”, these cells have one or more of the following characteristics: CAML cells have a large atypical polyploid nucleus or multiple individual nuclei, which are often scattered throughout the cell, but they share an enlarged fused nucleolus. The size of the nucleus in CAML cells is generally about 10 μm to 70 μm in diameter, and more commonly about 14 μm to 64 μm in diameter. In many cancers, CAML expresses cancer markers specific to that disease. For example, CAML associated with epithelial carcinoma expresses CK8, CK18, or CK19, vimentin, etc. The markers are usually diffuse or associated with vacuoles and / or ingested substances. The staining pattern of any marker is diffused almost uniformly throughout the cell. In the case of sarcoma, neuroblastoma, and melanoma, other cancer-associated markers can be used instead of CK8, CK18, and CK19. CAML can be CD45-positive or CD45-negative, and the present invention encompasses the use of both types of CAML. CAMLs are large, with a major axis ranging from approximately 20 μm to 300 μm. CAMLs are found in a wide variety of morphological shapes, including fusiform, tadpole-shaped, circular, oval, two-legged, two or more-legged, slender-legged, or amorphous. CAML derived from carcinomas typically contains diffused cytokeratin. When CAML expresses EpCAM, it is usually diffused throughout the cell or associated with the vacuole and / or ingested material, and is fairly uniform throughout the cell. However, not all CAML expresses EpCAM, as some tumors have very low or no EpCAM expression. • When CAML expresses a marker, that marker is usually diffused throughout the cell or associated with the vacuole and / or ingested substance, and is generally uniform throughout the cell; however, not all CAMLs express the same marker at the same intensity. CAML often expresses markers associated with tumor-derived markers. For example, if a tumor originates from prostate cancer and expresses PSMA, CAML from such a patient will also express PSMA. Another example is if a primary tumor originates from the pancreas and expresses PDX-1. CAML from such a patient will also express PDX-1. As a further example, if a primary tumor or CTC originating from cancer expresses CXCR-4, CAML from such a patient will also express CXCR-4. If a primary tumor or CTC originating from cancer expresses a drug-targeted biomarker, then CAML from such a patient will also express a drug-targeted biomarker. An example of such an immunotherapy biomarker is PD-L1. CAML expresses monocyte markers (e.g., CD11c, CD14) and endothelial markers (e.g., CD146, CD202b, CD31). CAML has the ability to combine Fc fragments.

[0043] CAML cells larger than approximately 100 μm are referred to as "hyper-engorged (or extremely hypertrophied) circulating cancer-associated macrophage-like cells" or heCAML.

[0044] A wide range of markers were evaluated for expression in CAML. The results are shown in Figure 1. In one aspect of the present invention, the CAML of the present invention expresses all of markers 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, or 21 shown in Figure 1. These markers were obtained by screening 1118 CAML cells from 93 patients with different cancers. First, CAML cells were isolated and identified with DAPI, cytokeratin, and CD45, and then sequentially restained with a total of 27 markers, including myeloid / macrophage, leukocyte, megakaryocyte, epithelial, endothelial, progenitor / stem cell, and motility markers. As can be seen from Figure 1, marker expression ranged from 0% to 96%. Almost all CAMLs expressed some level of CD31, along with commonly expressed cytokeratin, CD14, CXCR4, vimentin, and other markers. However, while CAMLs clearly contained the myeloid marker CD14, they expressed the CD31 marker more frequently (96%).

[0045] Furthermore, CAML exhibits many phenotypes that do not seem to be consistent with conventional understandings of cell differentiation (such as co-expression of CD45 [leukocytes] and cytokeratin [epithelium], CD11c [macrophages] and CD41 [megakaryocytes], CD146 [endothelium] and CD41 / CD61 [megakaryocytes], and CD41 / CD61 [megakaryocytes] and CD68 / CD163 [scavenger macrophages]). Many markers appear in multiple cell types. Taken together, these data suggest that CAML is a bone marrow-derived cell in the early stages of differentiation and possesses many phenotypic attributes related to stem cells and angiogenic potential.

[0046] CAML can be visualized by colorimetric staining such as H&E, or by fluorescent staining of specific markers, as shown in Figure 1. In the cytoplasm, CD31 is the most positive phenotype. CD31 alone, or in combination with other positive markers shown in Figure 1, or with tumor-related cancer markers, is recommended.

[0047] In various embodiments and aspects of the present invention, CAML can be defined as a cell having the following characteristics: (a) a large atypical polyploid nucleus of about 14–64 μm, or having multiple nuclei within a single cell; (b) a cell size of about 20–300 μm; (c) a morphological shape selected from the group consisting of fusiform, tadpole-shaped, round, oval, bipedal, more than two-legged, slender-legged, and amorphous. In further embodiments, CAML can also be defined as having one or more of the following additional characteristics: (d) CD14 positive phenotype; (e) CD45 expression; (f) EpCAM expression; (g) vimentin expression; (h) PD-L1 expression; (i) monocytic CD11C marker expression; (j) endothelial CD146 marker expression; (k) endothelial CD202b marker expression; (l) endothelial CD31 marker expression.

[0048] As suggested above, the unique features of CAML and CTC disclosed herein make them suitable for use in clinical applications, including methods for screening and diagnosing diseases such as cancer, monitoring treatment, and monitoring disease progression and recurrence.

[0049] Prediction and diagnosis of multiple organ metastasis As suggested in the summary of the invention, the present invention relates to a method for predicting or diagnosing the development of multi-organ metastasis and / or multifocal metastatic disease in a subject. The method includes determining the size of CAML in a biological sample from a subject, such as a subject suffering from cancer, and predicting that the subject will develop multi-organ metastasis and / or multifocal metastatic disease if the size of at least one CAML in the sample is about 100 μm or larger.

[0050] Predicting OS and PFS using cell size Furthermore, the present invention relates to a method for predicting overall survival (OS) and / or progression-free survival (PFS) of a subject with cancer based on CAML cell size. This method includes determining the size of CAML in a biological sample from a subject, such as a subject with cancer, and predicting that if the size of at least one CAML in the sample is about 100 μm or larger, the subject will have a shorter OS and / or PFS than a subject with the same or similar cancer but in which the size of at least one CAML in the corresponding sample is not about 100 μm or larger. Thus, the OS and / or PFS of a subject with larger CAML size is predicted to be less and shorter than the OS and / or PFS of a subject with smaller CAML size. In some aspects, cancer is a multi-organ metastatic or multi-focal metastatic disease.

[0051] In a preferred aspect of the present invention, the method comprises determining the size of CAML in a biological sample from a subject with cancer, and predicting that if the size of at least one CAML in the sample is about 100 μm or larger, the subject's OS and PFS will be less or shorter than that of a subject with cancer but no CAML of about 100 μm or larger.

[0052] A value of 100 μm can be considered the cutoff value for this method. In the context of this method, the cutoff value may be any one of the following: 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, or 110 μm or greater.

[0053] In one aspect of the present invention, the method of the present invention includes determining the size of CAML in a biological sample from a subject with cancer, and predicting that if the size of at least one cell in the sample is about 100 μm or larger, the OS and / or PFS of the subject will be less or shorter than that of a subject with cancer but whose cell size is not about 100 μm or larger.

[0054] Regarding this method, it is important to recognize that the size of a particular CAML can vary depending on the cell's state and morphology, the circumstances under which the size is determined, and the method used to determine the size. Since circulating cells employ various morphologies, including fusiform, tadpole-shaped, round, oval, and bipedal (as further defined in this book), the size can also vary depending on the two points on the cell selected for measurement. Note that cell size is usually measured between the two furthest points on the cell body. Therefore, if the shape is round, the cell diameter is measured. If the shape is fusiform, the distance between the two ends along the axial length of the cell can be measured.

[0055] In each method of the present invention, overall survival (OS) or progression-free survival (PFS), or both, is at least about 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30 months, or longer. In one aspect of the present invention, OS or PFS, or both, is at least about 12 months, or at least about 24 months.

[0056] In this context, overall survival (OS) refers to the length of time a person with cancer survives from a selected date, such as the date of diagnosis, the date treatment commencement, or the date blood was collected to assess cancer progression.

[0057] As used here, progression-free survival (PFS) refers to the length of time from a selected date, such as the day treatment is initiated or the day blood is drawn to assess cancer progression, during which the patient with cancer is alive and the cancer has not worsened or progressed.

[0058] It is clear that in each method of the present invention, the amount of biological sample into which circulating cells (CAML) are assayed can vary. However, in the case of a method based on determining cell size, the biological sample should be at least about 2.5 mL in order to obtain the relevant number of cells. The amount of biological sample may also be at least about 3, 4, 5, 6, 7, 7.5, 8, 9, 10, 11, 12, 12.5, 13, 14, 15, 16, 17, 17.5, 18, 19, 20, 21, 22, 22.5, 23, 24, 25, 26, 27, 27.5, 28, 29, 30 mL, or more. The amount of biological sample may also be about 2.5–20 mL, about 5–15 mL, or about 5–10 mL. In one aspect of the present invention, the biological sample is about 7.5 mL.

[0059] In each embodiment and aspect of the present invention, circulating cells (CAML) can be defined as having each of the following characteristics: (a) Large atypical polyploid nuclei of approximately 14–64 μm or multiple nuclei within a single cell (b) Cell size of approximately 20-300 μm (c) Morphological shape selected from the group consisting of fusiform, tadpole-shaped, circular, oval, two-legged, two or more legs, slender legs, and amorphous.

[0060] In some aspects of the embodiments of the present invention, circulating cells (CAML) can be further defined as having one or more of the following additional characteristics: (d) CD14 positive phenotype (e) CD45 expression (f) EpCAM expression (g) Vimentin expression (h)PD-L1 expression (i) Expression of monocytic CD11C marker (j) Endothelial CD146 marker expression (k) Endothelial CD202b marker expression (l) Endothelial CD31 marker expression

[0061] In each embodiment and aspect of the present invention, the source of the biological sample may be one or more of the following, but is not limited to: peripheral blood, blood, lymph nodes, bone marrow, cerebrospinal fluid, tissue, and urine. If the biological sample is blood, it may be, for example, median cubital vein blood, inferior vena cava blood, femoral vein blood, portal vein blood, or jugular vein blood. The sample may be fresh or thawed from a frozen storage [8].

[0062] When comparing circulating cell (CAML) size between two subjects with cancer, it is desirable that the subjects have the same type of cancer. However, due to other factors such as cancer type, stage of cancer, rate of progression, treatment history, history of remission and / or recurrence, it may be difficult to perfectly match two subjects. Therefore, it should be understood that there may be some variation in the cancer characteristics of the two subjects compared in the method of the present invention.

[0063] In each embodiment and aspect of the present invention, cancer is a solid tumor, stage I cancer, stage II cancer, stage III cancer, stage IV cancer, carcinoma, sarcoma, neuroblastoma, melanoma, epithelial cell carcinoma, breast cancer, prostate cancer, lung cancer, pancreatic cancer, colorectal cancer, kidney cancer, liver cancer, head and neck cancer, renal cancer, ovarian cancer, esophageal cancer, or other solid tumor cancer. It will be apparent to those skilled in the art that the methods of the present invention are not limited to a particular form or type of cancer and can be implemented in relation to a wide variety of cancers.

[0064] In each embodiment and aspect of the present invention, circulating cells (CAML) are isolated from a biological sample for a determination step using one or more means selected from size exclusion, immunocapture, erythrolysis, leukocyte depletion, FICOLL, electrophoresis, dielectrophoresis, flow cytometry, magnetic levitation, and various microfluidic chips, or combinations thereof. In certain embodiments, size exclusion includes the use of microfilters.

[0065] In one aspect of the present invention, circulating cells (CAML) are isolated from a biological sample using a size exclusion method that includes the use of a microfilter. A suitable microfilter can have a variety of pore sizes and shapes. The microfilter may have pore sizes ranging from about 5 μm to about 20 μm. In some aspects of the present invention, the pore size is about 5 μm to about 10 μm, and in other aspects, the pore size is about 7 μm to 8 μm. Larger pore sizes remove most of the WBC contamination on the filter. The pores of the microfilter may have circular, racetrack-shaped, elliptical, square, and / or rectangular pore shapes. The microfilter may have a precise pore shape and / or a uniform pore distribution.

[0066] In other aspects of the present invention, circulating cells (CAMLs) are isolated from a biological sample using a microfluidic chip via sorting based on physical size, sorting based on hydrodynamic size, grouping, trapping, immunocapture, enrichment of large cells, or exclusion of small cells based on size. The capture efficiency of circulating cells (CAMLs) may vary depending on the collection method. The size of circulating cells (CAMLs) that can be captured on different platforms may also vary. Even if the principle of using circulating cell size to determine prognosis and survival is the same, the statistics may differ. Circulating cell collection using CellSieve® microfilters provides 100% capture efficiency and high-quality cells.

[0067] Another aspect of the present invention is the blood collection tube. The CellSave blood collection tube (Menarini Silicon Biosystems, San Diego, California) provides stable cell morphology and size. Cell stability cannot be obtained with other blood collection tubes. In most other blood collection tubes, cells may grow and even rupture during collection.

[0068] Another aspect of the present invention is to identify large cells in a sample simply based on cytoplasmic and nuclear size, instead of specifically identifying the cells themselves as CAML cells. Examples of techniques that may be used in this aspect include using color metric staining such as H&E staining or simply looking for CK(+) cells.

[0069] In a further aspect of the present invention, circulating cells (CAML) are isolated from a biological sample using the Creatv MicroTech CellSieve® low-pressure microfiltration assay. Size exclusion is ideal for isolating CAML from bloodstream. Creatv MicroTech's CellSieve® microfilter is a size exclusion device in which 180,000 7.5 μm diameter pores are uniformly distributed within a 9 mm diameter area of ​​a robust, low-autofluorescence 10 μm thick polymer. Size filtration is a suitable method for consistently capturing multiple types of tumor-associated cells in blood, including both CTCs and CAML. Filtration can be performed under low pressure using a syringe pump or vacuum pump.

[0070] For example, whole blood is collected in a CellSave storage tube. 7.5 mL of whole blood is pre-soaked in 7.5 mL of buffer solution. Over 3 minutes, 15 mL of the sample is filtered through a CellSieve® microfilter. The microfilter removes all red blood cells and 99.9% of white blood cells. After the assay, the cells captured on the filter are fixed, permeabilized, and fluorescently stained. The microfilter is then mounted on a glass slide and imaged with a fluorescence microscope.

[0071] experiment Experiment #1 Methods. 151 prospective patients with metastatic (m) breast cancer (n=58), lung cancer (n=34), prostate cancer (n=39), and renal cancer (n=20) were recruited. Peripheral blood was collected before initiating new treatment for metastatic cancer. CAML was isolated from 7.5 mL of blood according to standard CellSieve technique and then imaged / measured using ZenBlue. Multi-organ metastasis was defined as metastasis to two or more distant organs or to the brain. The presence of heCAML was compared between patients with multi-organ metastasis and those with single-organ metastasis using single-factor analysis of variance (ANOVA). Univariate and multivariate analyses were performed to evaluate PFS and OS for heCAML, as well as all known clinical parameters.

[0072] Results. Multi-organ metastasis was observed in 55% of patients (n=83 / 150) (Table 1). heCAML was found in 59% (n=49 / 83) of patients with multi-organ metastasis (Figure 2B), but only in 16% (n=11 / 67) of patients with single-organ metastasis (Figure 2A). The presence of heCAML is thought to suggest multi-organ metastasis in patients with breast cancer (82% vs. 52%, p=0.006), lung cancer (71% vs. 26%, p=0.025), prostate cancer (75% vs. 37%, p=0.029), and renal cancer (88% vs. 36%, p=0.025) (Figure 2B). Furthermore, in all patients (n=150), the median PFS for 24-month PFS was significantly shorter at 4.5 months versus 7.2 months (HR=1.67, 95% CI=1.13~2.45, p=0.013), and the median OS for 24-month OA was significantly shorter at 13.1 months versus 20.4 months (HR=2.05, 95% CI=1.24~3.39, p=0.008) (Figure 3). [Table 1]

[0073] Conclusion: A single blood sample identified patients with at least one heCAML as being more likely to have multi-organ metastases. The presence of heCAML predicted a significant shortening of PFS (HR=1.67) and OS (HR=2.05). The presence of heCAML before initiating new treatment predicts multi-organ metastases and therefore may necessitate a more aggressive treatment regimen.

[0074] Experiment #2 Methods. 275 patients with breast cancer (n=58), lung cancer (n=47), prostate cancer (n=47), pancreatic cancer (n=29), esophageal cancer (n=28), renal cancer (n=20), colorectal cancer (n=15), liver cancer (n=9), and sarcoma (n=22), including stages I (n=19), II (n=31), III (n=65), and IV (n=160), were prospectively recruited. Peripheral blood was collected before the initiation of new treatment. Cells were isolated from 7.5 mL of blood according to standard CellSieve® technique, then imaged and measured using ZenBlue. Multi-organ metastasis was defined as metastasis to two or more distant organs or to the brain. Single-factor ANOVA was performed to compare the presence of heCAML in patients with multi-organ metastasis and those with single-organ metastasis. Univariate and multivariate analyses were performed to evaluate PFS and OS, as well as all known clinical parameters, for heCAML.

[0075] Results: 275 survivor samples were obtained. Multi-organ metastasis was observed in 57% (n=91 / 160) of patients with metastatic lesions at the time of initial blood collection (Table 2). heCAML was observed in 73% (n=66 / 91) of patients with early-stage multi-organ metastasis, but only in 19% (n=22 / 115) of the non-metastatic cohort (p<0.001) (Figure 4). Therefore, HeCAML is common to both multi-organ and single-organ metastases and is rare in clinically diagnosed non-metastatic lesions.

[0076] Of the 22 / 115 non-metastatic patients (n=16 / 22) who showed HeCAML at the initial blood sampling, 73% progressed to multi-organ metastasis within two years of sampling (Figure 5). heCAML was identified in all stages of various solid tumors, including sarcomas, and staging was performed using standard clinical or pathological methods. Within two years, patients who initially had heCAML were more likely to progress to multi-organ metastasis, with 80% of stage I patients, 60% of stage II patients, 83% of stage III patients, and 94% of stage IV patients. In contrast, patients who did not initially show HeCAML were less likely to progress to multi-organ metastasis within two years, with 0% of stage I patients, 4% of stage II patients, 9% of stage III patients, and 23% of stage IV patients.

[0077] In all 275 patients (n=275), the presence of heCAML predicted a significant reduction in 24-month PFS (HR=2.71, 95%CI=1.92-3.81, p<0.0001) and a significant reduction in 24-month OS (HR=2.02, 95%CI=1.32-3.08, p=0.0015) (Figure 6A). Figure 6B is a summary of the 275 patients with solid tumors (n=275) from Table 2. CAMLs smaller than 50 μm appear to be less invasive and less likely to progress or result in death. Patients with CAMLs between 50 μm and 100 μm had a 140% increased risk of progression and a 170% increased risk of death within 2 years, and most patients had only single-organ metastases. In patients with CAML larger than 100 μm, the risk of progression within two years is increased by 205%, and the risk of death is increased by 1100%. Most patients have multiple organ metastases.

[0078] Conclusion: We developed a non-invasive, blood-based prognostic method and investigated its relationship to multi-organ metastasis and its prognostic ability in several solid tumors. These results revealed that patients with heCAML have a higher rate of multi-organ metastasis and are expected to have shorter PFS and OS. [Table 2]

[0079] quotation 1. Adams, D., et al., Circulating giant macrophages as a potential biomarker of solid tumors. PNAS 2014, 111(9):3514-3519. 2. International Patent Application Publication No. WO 2013 / 181532, dated December 5, 2013. 3. Adams, D. L., et al., Cytometric characterization of Circulating Tumor Cells captured by microfiltration and their correlation to the CellSearchR CTC test. Cytometry Part A 2015; 87A:137-144. 4. Adams DL, et al. The systematic study of circulating tumor cell isolation using lithographic microfilters. RSC Adv 2014, 4:4334-4342. 5. Adams et al., Multi-phenotypic subtyping of circulating tumor cells using sequential fluorescent quenching and restaining, Scientific Reports 2016, 6:33488 | DOI: 10.1038 / srep33488. 6. International Patent Application Publication No. WO 2013 / 078409, dated May 30, 2013. 7. International Patent Application Publication No. WO 2016 / 33103, dated March 3, 2016. 8. Zhu P, et al., Detection of Tumor-Associated Cells in Cryopreserved Peripheral Blood Mononuclear Cell Samples for Retrospective Analysis, J of Translational Medicine, 2016, 14:198. DOI: 10.1186 / s12967-016-0953-2. 9. Adams, D. et al. Cancer-Associated Macrophage-Like Cells as Prognostic Indicators of Overall Survival in a Variety of Solid Malignancies. J. Clin. Onco. 35, 11503 (2017). 10. Steeg, P. et al. Tumor Metastasis: Mechanistic Insights and Clinical Challenges. Nature Medicine. 12 (2006). 11. Valastyan, S. et al. Tumor Metastasis: Molecular Insights and Evolving Paradigms. Cell 147 (2011). <Additional Notes> [Additional Note 1] A method for diagnosing multi-organ metastasis and / or multifocal metastatic disease in a subject, the method comprising determining the size of CAML in a biological sample from a subject such as a subject suffering from cancer, wherein if the size of at least one CAML in the sample is about 100 μm or larger, the subject is diagnosed with multi-organ metastasis and / or multifocal metastatic disease. [Additional Note 2] A method for predicting the development of multi-organ metastasis and / or multifocal metastatic disease in a subject, the method comprising determining the size of CAML in a biological sample from a subject such as a subject suffering from cancer, wherein if the size of at least one CAML in the sample is about 100 μm or larger, the subject is predicted to develop multi-organ metastasis and / or multifocal metastatic disease. [Additional Note 3] A method for predicting the overall survival (OS) and / or progression-free survival (PFS) of a subject with cancer, the method comprising determining the size of CAML in a biological sample from the subject with cancer, wherein if the size of at least one CAML in the sample is about 100 μm or larger, the method predicts that the subject will have a shorter OS and / or shorter PFS than subjects with the same or similar cancer but who do not satisfy the condition that the size of at least one CAML in the corresponding sample is about 100 μm or larger. [Additional Note 4] A method for predicting OS and / or PFS of a subject with cancer, the method comprising determining the size of CAML in a biological sample from the subject with cancer, wherein if the size of at least one CAML in the sample is about 100 μm or larger, the method predicts that the OS and / or PFS of the subject will be less or shorter than that of a subject with cancer but no CAML of about 100 μm or larger. [Additional Note 5] The method described in Appendix 3 or Appendix 4, wherein the OS and / or PFS is at least 12 months. [Additional Note 6] The method described in Appendix 3 or Appendix 4, wherein the OS and / or PFS is at least 24 months. [Additional Note 7] The method according to any one of the appendix items 1 to 4, wherein the size of the biological sample is 5 to 15 mL. [Additional Note 8] The aforementioned CAML is (a) Large atypical polyploid nuclei of approximately 14–64 μm or multiple nuclei within a single cell (b) Cell size of approximately 20-300 μm (c) Morphological shape selected from the group consisting of fusiform, tadpole-shaped, circular, oval, two-legged, two or more legs, slender legs, and amorphous. The method described in any one of the supplementary items 1 to 4, having the characteristics of the above. [Additional Note 9] The aforementioned CAML is (d) CD14 positive phenotype (e) CD45 expression (f) EpCAM expression (g) Vimentin expression (h)PD-L1 expression (i) Expression of monocytic CD11C marker (j) Endothelial CD146 marker expression (k) Endothelial CD202b marker expression (l) Endothelial CD31 marker expression The method described in Appendix 8, having one or more of the characteristics of the above. [Additional Note 10] The method according to any one of Appendix 1 to Appendix 4, wherein the source of the biological sample is one or more of peripheral blood, blood, lymph nodes, bone marrow, cerebrospinal fluid, tissue, and urine. [Additional Note 11] The method according to [Appendix 10], wherein the biological sample is median cubital vein blood, inferior vena cava blood, femoral vein blood, portal vein blood, or jugular vein blood. [Additional Note 12] The method according to any one of the appendix items 1 to 4, wherein the cancer is a solid tumor, stage I cancer, stage II cancer, stage III cancer, stage IV cancer, carcinoma, sarcoma, neuroblastoma, melanoma, epithelial cell carcinoma, breast cancer, prostate cancer, lung cancer, pancreatic cancer, colorectal cancer, kidney cancer, liver cancer, head and neck cancer, renal cancer, ovarian cancer, esophageal cancer, or other solid tumor cancer. [Additional Note 13] The CAML is isolated from the biological sample for the determination step using one or more means selected from the group consisting of size exclusion, immunocapture, erythrocyte lysis, leukocyte depletion, FICOLL, electrophoresis, dielectrophoresis, flow cytometry, magnetic flotation, and various microfluidic chips, or combinations thereof, according to any one of Appendix 1 to Appendix 4. [Additional Note 14] The CAML is isolated from a biological sample using a size exclusion method with a microfilter, as described in Appendix 13. [Additional Note 15] The microfilter is the method described in Appendix 14, having a pore size in the range of approximately 5 μm to approximately 20 μm. [Additional Note 16] The method according to Appendix 15, wherein the holes of the microfilter have circular, racetrack-shaped, elliptical, square, and rectangular hole shapes. [Additional Note 17] The microfilter has a precise pore shape and a uniform pore distribution, as described in Appendix 15. [Additional Note 18] The CAML is isolated using a microfluidic chip via sorting based on physical size, sorting based on hydrodynamic size, grouping, trapping, immunocapture, enrichment of large cells, or exclusion of small cells based on size, as described in [Appendix 13]. [Additional Note 19] The CAML is isolated from the biological sample for the determination step using the CellSieve® low-pressure microfiltration assay, according to the method of any one of Appendix 1 to Appendix 4.

Claims

1. A method for assaying a biological sample, the method comprising determining the size of CAMLs in a biological sample from a subject with cancer, wherein if the size of at least one CAML in the biological sample is 100 μm or larger, the subject is likely to have multi-organ metastasis and / or multifocal metastatic disease.

2. A method for providing information for predicting the development of multi-organ metastasis and / or multifocal metastatic disease in a subject, the method comprising determining the size of CAML in a biological sample from a subject suffering from cancer, wherein if the size of at least one CAML in the biological sample is 100 μm or larger, the method provides information predicting that the subject will develop multi-organ metastasis and / or multifocal metastatic disease.

3. A method for providing information for predicting the overall survival (OS) and / or progression-free survival (PFS) of a subject with cancer, the method comprising determining the size of CAML in a biological sample from the subject with cancer, wherein if the size of at least one CAML in the biological sample is 100 μm or larger, the method provides information predicting that the subject will have a shorter OS and / or shorter PFS than subjects with the same or similar cancer but who do not satisfy the condition that the size of at least one CAML in the corresponding sample is 100 μm or larger.

4. A method for providing information for predicting OS and / or PFS of a subject with cancer, the method comprising determining the size of CAML in a biological sample from the subject with cancer, wherein if the size of at least one CAML in the biological sample is 100 μm or larger, the method provides information predicting that the OS and / or PFS of the subject is less or shorter than that of a subject with cancer but no CAML of 100 μm or larger.

5. The method according to claim 3 or claim 4, wherein the OS and / or PFS is at least 12 months.

6. The method according to claim 3 or 4, wherein the OS and / or PFS is at least 24 months.

7. The method according to any one of claims 1 to 4, wherein the size of the biological sample is 5 to 15 mL.

8. The aforementioned CAML is, (a) Large atypical polyploid nuclei of 14–64 μm or multiple nuclei within a single cell (b) Cell size of 20–300 μm (c) Morphological shape selected from the group consisting of fusiform, tadpole-shaped, circular, oval, two-legged, two or more legs, slender legs, and amorphous. The method according to any one of claims 1 to 4, having the characteristics of the present invention.

9. The aforementioned CAML is, (d) CD14 positive phenotype (e) CD45 expression (f) EpCAM expression (g) Vimentin expression (h) PD-L1 expression (i) Expression of monocytic CD11C marker (j) Endothelial CD146 marker expression (k) Endothelial CD202b marker expression (l) Endothelial CD31 marker expression The method according to claim 8, having one or more of the features of the above.

10. The method according to any one of claims 1 to 4, wherein the source of the biological sample is one or more of peripheral blood, blood, lymph nodes, bone marrow, cerebrospinal fluid, tissue, and urine.

11. The method according to claim 10, wherein the biological sample is median cubital vein blood, inferior vena cava blood, femoral vein blood, portal vein blood, or jugular vein blood.

12. The method according to any one of claims 1 to 4, wherein the cancer is a solid tumor, stage I cancer, stage II cancer, stage III cancer, stage IV cancer, carcinoma, sarcoma, neuroblastoma, melanoma, epithelial cell carcinoma, breast cancer, prostate cancer, lung cancer, pancreatic cancer, colorectal cancer, kidney cancer, liver cancer, head and neck cancer, renal cancer, ovarian cancer, esophageal cancer, or other solid tumor cancer.

13. The method according to any one of claims 1 to 4, wherein the CAML is isolated from the biological sample to determine the size of the CAML using one or more means selected from the group consisting of size exclusion, immunocapture, erythrocyte lysis, leukocyte depletion, FICOLL, electrophoresis, dielectrophoresis, flow cytometry, magnetic levitation, and various microfluidic chips, or combinations thereof.

14. The method according to claim 13, wherein the CAML is isolated from a biological sample using a size exclusion method with a microfilter.

15. The method according to claim 14, wherein the microfilter has a pore size in the range of 5 μm to 20 μm.

16. The method according to claim 15, wherein the holes of the microfilter have circular, racetrack-shaped, elliptical, square, and rectangular hole shapes.

17. The method according to claim 15, wherein the microfilter has a precise pore shape and a uniform pore distribution.

18. The method according to claim 13, wherein the CAML is isolated using a microfluidic chip via sorting based on physical size, sorting based on hydrodynamic size, grouping, trapping, immunocapture, enrichment of large cells, or exclusion of small cells based on size.

19. The method according to any one of claims 1 to 4, wherein the CAML is isolated from the biological sample to determine the size of the CAML using the CellSieve® low-pressure microfiltration assay.

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