Introduction
Cancer stands as a major leading cause of mortality globally, with distant metastasis accounting for nearly 90% of all cancer-related deaths.1 2 First identified by Ashworth in the mid-19th century, circulating tumour cells (CTCs) are considered metastatic precursors that leave the primary sites, transit in circulation and eventually give rise to distant metastasis.3 4 The blood circulation appears to be a harsh microenvironment for the survival of CTCs, as they have to resist the tear of fluid shear forces,5 reprogramme themselves to avoid the detachment-induced anoikis6 and evade the surveillance by the immune cells patrolling in the bloodstream.7 Given these obstacles, it has been shown that only a tiny fraction of CTCs will survive in circulation and eventually establish distant metastasis.8
Isolating rare CTCs from billions of surrounding blood cells presents a significant technological challenge. However, recent advances in microfluidic technologies have enabled the successful isolation of viable CTCs from blood circulation, such as antigen-dependent CellSearch systems and antigen-independent microfluidic CTC isolation chips.9 10 These technologies have made it feasible to perform systematic molecular profiling and ex vivo culturing of CTCs and have shown to be powerful platforms supporting both biological characterisation and clinical application of CTC liquid biopsy. Recent studies have shown that although the viability of single CTCs in circulation is extremely low, their proliferative and metastatic potential may be dramatically enhanced when they travel as CTC clusters or are interconnected with other cell types in the bloodstream, such as neutrophils, myeloid-derived suppressor cells (MDSC), macrophages, platelets, cancer-associated fibroblasts (CAFs) or red cell count (RCC).11 12
The clustering of CTCs may protect them from shear forces, anoikis and surveillance by the immune system, and it has been demonstrated that the presence and increased number of CTC clusters in circulation are associated with worse prognosis in a variety of cancer types.11 12 CTC clusters exhibit a metastatic potential that is 23–50 times greater than single CTCs,4 and they are reported to be responsible for about 97% of metastases.13 Moreover, the unique cell type compositions within each individual CTC cluster may significantly influence their metastatic potential.11 12
Therefore, the detection and characterisation of CTC clusters are highly relevant for cancer diagnosis and treatment. Either homotypic or heterotypic interactions within CTC clusters could play a critical role in the metastatic progression. Through precise molecular analysis of the composition and dynamics of CTC clusters derived from individual patients, novel therapeutic strategies could be employed to treat metastasis in a patient-specific manner.
Technologies for the isolation of CTC clusters
Although distinct physical or biological properties of CTCs have been used to isolate single CTCs, isolation of CTC clusters is more challenging given their extreme rarity, vast heterogeneities in size and differences in intercellular compositions.14 CTC cluster isolation methods can be broadly categorised into direct isolation and microfluidic techniques. Direct isolation methods include the use of magnetic beads with specific antibodies attached or simple filtration based on cluster size. Microfluidic techniques, on the other hand, employ a combination of screenings based on various properties of CTC clusters, including physical and biological characteristics. Among the direct isolation methods, Magsweeper is based on immunomagnetic beads and a set of magnetic rods covered with a plastic sheath. By sweeping through the sample well, washing in fresh buffer, releasing and repeating for several rounds, it can collect CTCs with high purity. The purity reaches 100% with a capture efficiency above 80% while the contaminating white cell count (WCC) is fewer than 2×10⁴.15 Another method, EasySep, involves a negative depletion step to remove CD45+cells after RBC lysis. This two-step purification strategy reaches twice the capture efficiency of the EpCAM-positive selection method (58%), and the WBC contamination level is lower than 1%.16 However, these two methods are unable to remove single CTCs effectively and may damage the CTC clusters during the enrichment steps. The ScreenCell device addresses this issue partially by allowing blood to flow through a single-use, low-cost microporous membrane filter for size-selective isolation. This method has a sensitivity above 90% when the concentration is greater than 5 cells/mL of blood and shows the ability to retain CTC clusters.17 A similar method, FMSA, uses a flexible structure at the microscale to minimise cell damage, achieving a 90% capture efficiency and 80% viability from 7.5 mL of whole blood.18
Microfluidic technologies appear to offer more specificity in capturing CTC clusters while preserving their viability. Researchers have recently developed shifted triangular pillars that could form two openings (Cluster Chip), thus resulting in drag forces from two directions that help the clusters stay stable on the upper side. By applying a defined pressure to the fluid, smaller blood cells may pass quickly through the filter while larger CTC clusters would be retained (figure 1A).19 At a flow rate of 2.5 mL/hour, the Cluster Chip exhibits a capture efficiency of 99% for MDA-MB-231 clusters consisting of at least four cells, 70% for three-cell clusters and 41% for two-cell clusters, and the integrity of captured clusters is well preserved. However, this method is less effective for capturing small CTC clusters and may cause cellular damage and loss of viable clusters. Moreover, its processing speed is quite slow, taking up to 3 hours for the complete processing of 7.5 mL blood. Another device based on mesh microwells with slanted sidewalls was recently developed (Cluster-Well). The cross-like mesh structure in the microwells may function as a stable supporting platform for CTC clusters. The mesh microwell structure may help CTC clusters resist the shear force and avoid potential damage (figure 1B).20 At a flow rate of 25 mL/hour, this device captures over 90% of the MDA-MB-231 doublets and almost all the larger clusters. Importantly, the fraction of contaminating WBC and platelets is lower than 0.06% and 0.025%, respectively. Since this method relies on filtration, some CTC clusters could still be damaged.
Apart from the multiple-opening filtration methods, the deterministic lateral displacement (DLD) technology has been developed for the isolation of CTC clusters. This method consists of two stages. The first stage consists of an array of cylindrical micropillars with row shifts. Because of the designed space between the micropillars, blood cells and single CTCs will go down directly while the large CTC clusters will be isolated by DLD. In the second stage, the pillars are asymmetric, which could cause rotations of small asymmetric clusters, while the symmetric singlets will be continuously separated by going down vertically (figure 1C).21 This technology relies on fluid mechanics to separate large CTC clusters, small CTC clusters and the rest of the blood cells, thus minimising the mechanical damage caused by the flow. The method achieved capture efficiencies of 90%, 89% and 97% for large clusters, small clusters and single cells, respectively. Remarkably, this two-stage DLD cluster capture chip yielded a 99.9987%–99.9995% reduction of RCC in stage 1 and a 99.9966%–99.9990% reduction of RCC in stage 2. For WCC, the reductions were 96.6893%–98.0501% and 99.5373%–99.8005% in stages 1 and 2, respectively. However, the blood processing speed was relatively low, only about 0.5 mL/hour. One advantage of this device is that there was minimal fragmentation of CTC clusters during its operation, thus enabling the recovery of viable CTC clusters.21 Compared with the two-dimensional technologies, a three-dimensional (3-D) microfluidic device has recently been developed. This device consists of a 3-D scaffold coated with hydrogel, which could be dissolved rapidly at 37℃, thus allowing efficient and safe release of CTC clusters. Furthermore, the hydrogel within the 3-D scaffold is functionalised with anti-EpCAM monoclonal antibody, which could support the antigen-dependent enrichment of epithelial CTC clusters (figure 1D).22 Through quantitative experiments, they demonstrated a capture rate of 115.38% for two-cell clusters, 98.33% for three-cell clusters, 93.62% for four-cell clusters, 97.50% for clusters with 5–8 cells, and 68.42% for clusters with more than nine cells.22 The overview of these isolation methods is summarised in table 1.
Remarkably, some researchers have recently developed a CTC cluster isolation device that specifically targets platelets-containing CTC clusters (figure 1E).23 This technology first used the DLD device, followed by the enrichment using an antibody-coated herringbone CTC chip (HB-Chip) strategy. By coating the HB-Chip with CD41 antibody, the researchers achieved an efficient capture of CTC-platelet clusters (figure 1E). This method reliably detected CTC-platelet clusters in 66% of lung cancer, 60% of breast cancer and 83% of melanoma patient samples, respectively. However, this method yields relatively low purity, with the number of contaminating leukocytes up to 105/mL.23
Thus, microfluidic devices with distinct design principles have been successfully developed to isolate viable CTC clusters from the blood microenvironment, allowing subsequent molecular and functional characterisations of these rare metastatic precursors at single-cell resolutions.
Homotypic CTC clusters
CD44-positive homotypic CTC clusters were shown to maintain lipid raft integrity on cell membranes, enhance stemness and survival, and suppress anoikis.24 25 Mechanistically, the overexpression of γ-secretase within CTC clusters induced CD44 cleavage and generated the CD44 intracellular domain (CD44 ICD), which could subsequently activate the Rac1-Pak2 pathway to promote the survival of CTCs (figure 2A, ①).24 This implied that therapeutically targeting γ-secretase, CD44 ICD or the Rac-Pak2 axis may be effective in disrupting homotypic CTC clusters. Apart from this, when the CTC clusters travel in the bloodstream, the outer layer of cells could protect the inner CTCs from shear force (figure 2A, ②).5 Remarkably, CTC clusters were shown to be able to reshape themselves into a chain-like structure (figure 2A, ③), which may facilitate their traverse through the capillary-sized vessels.26 These clusters appeared to have a lower turnover rate in circulation as compared with singlets, thus potentially facilitating more efficient metastatic extravasation.26
Seminal work by Aceto et al has shown that Plakoglobin plays a pivotal role in the generation of CTC clusters, contributing to both adherens junctions and desmosomes formation (figure 2C).4 It was found that the intercellular adhesion molecule (ICAM) could regulate the assembly of CTC clusters by inducing CTC aggregates.27 Using single-cell epigenomic profiling technologies, it was elegantly demonstrated that the hypomethylation of binding sites for key transcription factors (TFs) involving stemness and proliferation is specifically enriched in CTC clusters. TFs including OCT4, NANOG, SOX2 and SIN3A appeared to be involved in the regulatory network, a feature reminiscent of those observed in the embryonic stem cells (figure 2D).28 Interestingly, Donato et al have discovered that hypoxia is a significant factor in promoting the generation of CTC clusters, largely due to its ability to trigger the upregulation of cell-cell junctional components. They found that while conventional antiangiogenic therapy could reduce the primary tumour burden, the number of CTC clusters and metastasis was significantly increased. In contrast, the proangiogenic therapy led to increased primary tumour size but significantly reduced metastatic burden in breast cancer mouse models.29 Thus, the hypoxia signalling pathway actively regulates CTC cluster generation (figure 2E).
Heterotypic CTC clusters
CTC-neutrophil clusters
While analysing the regulatory mechanisms involved in homotypic CTC clustering is critical for a better understanding of CTC survival and dissemination, the mechanistic investigation of heterotypic CTC clusters may provide novel insights into the interactions between CTC and the blood microenvironment. CTC-WC clustering has been consistently observed in various cancer types and is associated with poor prognosis.11 30 Szczerba et al demonstrated that neutrophils are the most frequently encountered cell type in conjunction with CTCs in both mouse models and breast cancer patients (figure 3A).31 The neutrophils within the clusters were found to support the proliferation and cell cycle progression of CTCs. Reciprocally, CTCs from the clusters could possibly stimulate neutrophil activation in the cluster.31 Interestingly, Wculek and Malanchi discovered that neutrophils could promote metastasis by secreting neutrophil-derived leukotrienes, which appeared to selectively expand a subpopulation of cancer cells with high tumourigenic potential.32 The genetic knockout of vascular cell adhesion molecule 1 (VCAM1) successfully disrupted the formation of CTC-neutrophil clusters, suggesting the functional importance of VCAM1 in mediating CTCs-neutrophil cluster formation.31 Another receptor-ligand pair, the integrin subunit alpha M (MAC-1)/ICAM1, was identified to play an important role in CTC-neutrophil interaction and facilitate cancer cell adhesion and metastasis.33
CTC-platelet clusters
Platelets are frequently observed to envelop CTC clusters, and the aggregates thus formed were shown to be significantly associated with adverse prognosis (figure 3B).34 Platelets may support metastasis in multiple ways. By shielding CTCs from shear force-induced stress, platelets could facilitate CTC cluster survival and metastasis formation.35 Furthermore, it was found that platelets could help CTC clusters escape immune surveillance by establishing a physical barrier and inducing steric hindrance between CTCs and NK cells.7 In another study, it was shown that platelets could be ‘eaten’ by CTCs, and by doing so, it provides platelet-derived RGS18 to the host CTCs. The accumulation of RGS18 in CTCs is capable of blocking NK-mediated cytotoxicity by engaging the immune checkpoint HLA-E:CD94-NKG2A axis by promoting the expression of HLA-E.36 Remarkably, platelets were also capable of directly transferring platelet-derived major histocompatibility complex class I into CTCs, forming a molecular mimicry that resulted in attenuated antitumour reactivity of NK cells by disrupting the self-recognition.37 Furthermore, studies have demonstrated that platelets can secrete TGFβ and induce epithelial-to-mesenchymal transition (EMT) to facilitate the extravasation of CTC in mouse models of lung metastasis.38 In another study, it was shown that platelets facilitate the dissemination of CTC clusters by secreting TGFβ, which dissociates these clusters into individual CTCs in vitro.39
It has been shown that platelets could be attracted to the sites of tissue injury to prevent excessive bleeding and promote wound healing by secreting various cytokines.40 Intriguingly, it was revealed that platelets could be recruited by tumour cells via P-selectin expressed on the surface of the platelets.41 This might allow tumour cells to hijack the physiological wound-healing process for their own benefit by acquiring a variety of pro-angiogenic factors including platelet-derived growth factor, vascular endothelial growth factor, matrix metalloproteases and fibroblast growth factor to promote tumour invasion.41 42 Furthermore, platelets could be activated and release granules via interaction with CD97 on the tumour cell surface. Those granules contain critical mediators regulating cancer invasion, including ATP and Lysophosphatidic Acid (LPA). ATP serves as a potent disruptor of the endothelial junctions and hence may facilitate CTC intravasation and extravasation while LPA could promote tumour invasiveness and metastasis via the proximal CD97-LPAR heterodimer signalling.43 Platelets have also been implicated in promoting the distant colonisation of CTCs. Studies have shown that the platelet adhesion receptor complex, such as integrin αIIbβ3 and P-selectin, play a significant role in metastatic outgrowth.44 45
CTC-MDSC/macrophage interactions
MDSCs represent a heterogeneous population of cells originating from bone marrow. In patients with solid tumours, an increased number of MDSCs showed a significant correlation with poor prognosis.46 MDSCs are mainly composed of two subsets: polymorphonuclear MDSC (PMN-MDSC) and monocytic MDSC (M-MDSC). PMN-MDSCs appeared to be significantly expanded in patients with cancer as compared with those with infections and/or inflammation.47 The number of MDSCs has been reported to correlate with CTCs in patients with metastatic breast cancer and elevated MDSC levels were associated with poor survival.48 The direct evidence of CTC-MDSC interactions is demonstrated by Sprouse et al, who have confirmed the existence of CTC-MDSC clusters in breast and melanoma patients. They showed that the protumourigenic differentiation of MDSCs is induced in the clusters through the paracrine Nodal signalling activation, which could lead to increased ROS production and Notch1 receptor expression in CTC, thus resulting in enhanced metastatic potency (figure 3C).49
Macrophages could be broadly categorised into M1 and M2 subtypes, and tumour-associated macrophages (TAMs) frequently exhibit an M2 polarisation.50 TAMs play a pivotal role in modulating tumour angiogenesis, metastasis and immune suppression, and their abundance is correlated with poor prognoses.51 52 Researchers have found that isolated CTC clusters tethered to the macrophages, primarily the M2-like subtype,53 suggest the existence of CTC-macrophage clusters, but the underlying mechanisms require further investigations (figure 3D). CTCs have been demonstrated to induce the differentiation of monocytes into TAMs in small-cell lung cancer (SCLC),54 and reciprocally, TAMs have been shown to stimulate the EMT of CTCs, thereby enhancing metastatic colonisation through modulation of the JAK2/STAT3/miR-506-3 p/FoxQ1 axis.55
CTC-CAF clusters
The presence of CAFs has been linked to clinical metastasis and poor prognosis in a variety of cancers.56 CAFs have been found to co-travel with CTCs, thereby augmenting the efficiency of metastasis (figure 3E).57 The CTC-CAF clusters may possess a higher metastatic potential compared with homotypic CTC clusters, and CD44 appeared to be involved in this process.58 Through co-culture of CAFs and tumour cells, Hurtado et al discovered that CXCL10/IP-10 was only detectable when CAFs were in physical contact with the tumour cells, and a significantly elevated level of CCL5/RANTES was observed in the culture medium under this condition. This implies that CAFs may engage in intercellular communications with tumour cells through direct physical contact.59 In addition, Grum-Schwensen et al showed that tumours growing in mice lacking the S100A4 gene, which led to deficient fibroblast migration, failed to metastasise. Remarkably, metastatic potency was restored when S100A4-expressing fibroblasts were supplied.60 The direct cell-cell contact between CAFs and CTCs not only could offer a crucial survival cue but also may enable the protection of CTC clusters from shear force and anoikis.61 Furthermore, it is well documented that CAFs could regulate the structural dynamics of the extracellular matrix (ECM), either by secreting various collagen-modifying enzymes such as PLOD262 and LOX,63 or by exerting contractile force through stretching and pulling.64 The remodelling of the ECM by CAFs may allow efficient colonisation of CTC clusters, thus promoting metastasis.
CTC-RBC clusters
The role of RBC in CTC biology is relatively underexplored (figure 3F). It has been shown that various cancer patients with higher pretreatment RBC distribution width have a worse prognosis.65–67 The CTC-RBC cluster may enable the CTC to roll steadily along the vessel wall at a low flow rate, potentially enhancing their adhesion affinity to the endothelial wall and facilitating extravasation.68 Consistent with this observation, Helwa et al reported that tumour cells with high galectin-4 expression could bind significantly more RBCs, and these RBCs may serve as surrogate mechanical attachment surfaces for tumour cells to adhere and proliferate.69
Potential therapeutic strategies targeting CTC clusters
CTC clusters not only exhibit a greater metastatic potential than single CTCs but also are able to shape the blood microenvironment through the formation of heterotypic clusters with diverse blood cell types. Through physical interactions or the paracrine secretion of a wide array of cytokines, CTC clusters could effectively modulate the vasculature and immune microenvironment, facilitating successful extravasation and metastatic colonisation. Recent advances in single-cell sequencing and CTC ex vivo-culturing methods have begun to shed light on the molecular mechanisms of CTC cluster formation and present potential therapeutic targets for novel antimetastasis therapies.
Homotypic CTC cluster
As summarised in table 2, CD44 ICD could be a promising target for the elimination of CTC homotypic clusters. One strategy is to block the proteolytic cleavage of CD44 by using antibodies70 or alter the conformation of CD44 using Angstrom6, a small molecule that binds to CD44.71 Inhibition of CD44 has demonstrated effectiveness in various in vitro experiments.70 72 An anti-CD44 antibody, RG7356, has progressed to a phase I clinical trial, exhibiting tumour uptake and modest efficacy.73 74 However, these clinical trials primarily targeted solid tumours. Given that disrupting CD44 may impact the formation of CTC clusters, further research is necessary to determine whether anti-CD44 therapies can effectively reduce cancer metastasis. Another potential target is the lipid raft. Nystatin, an antifungal agent that binds to cholesterol and disrupts lipid rafts, might be an effective candidate.75 Alternatively, the γ-secretase inhibitors such as MRK00376 and Nirogacestat,77 could be applied to block the generation of CD44 ICD. MRK003 has shown promising preclinical activity,78 and Nirogacestat has proceeded to a phase III clinical trial for desmoid tumours, where it showed statistically and clinically significant improvements in progression-free survival and overall response rate.79 Furthermore, KP372-1, a specific Akt inhibitor, could be used to inhibit the downstream signalling pathway of CD44 ICD, namely the Rac1-Pak2 axis.80 A more direct way to impair the formation of homotypic CTC clusters is to target ICAM1, which mediates cell-cell adhesion. A-205804, a small molecule that inhibits ICAM1, might be used to test its effect on CTC cluster survival and metastasis.81
CTC-neutrophil cluster
To disrupt the CTC-neutrophil clusters, one potential approach is to interfere with crosstalk between CTC and neutrophils by targeting IL1β, IL6 or their receptors. Zhou et al demonstrated that suppressing IL-1 signalling with the IL1β-specific blocking antibody Canakinumab, or the IL1R1 antagonist Anakinra, could effectively eradicate breast cancer-induced bone metastasis.82 Canakinumab has shown effects in reducing lung cancer incidence in a clinical trial,83 84 and a phase I clinical trial involving Anakinra for rectal cancer has been initiated.85 Moreover, it has been revealed that IL6 inhibitors, such as siltuximab (anti-IL6 mAb) and tocilizumab (an anti-IL6R mAb), are effective in multiple clinical cancer treatments, including myeloma, metastatic renal cell carcinoma and prostate cancer.86–89 Alternatively, Mac-1/ICAM1 inhibitors A-20580481 and Vcam1/VLA-4 antagonist natalizumab may be applied to disrupt the formation of CTC-neutrophil clusters.90
CTC-platelet cluster
Targeting the HLA-E:CD94-NKG2A axis is a possible strategy to disrupt CTC-platelet clusters.36 The NKG2A inhibitor monalizumab has been put into various clinical trials for its potential in treating different cancers.91–93 However, NKG2A blockade may interfere with the normal process of NK cell education, thus targeting HLA-E might be a better option.94 Monoclonal anti-HLA-E mAbs such as TFL-033 have been developed and were shown to restore NK cell and CD8+anticancer cell cytotoxicity.95 Moreover, inhibiting CD97 to prevent the activation of platelets by CTCs might be a choice, but CD97-specific inhibitors are yet to be developed.
CTC-CAF cluster
CXCL5, CXCL10 and their receptors are potential therapeutic targets for CTC-CAF clusters. Although an anti-CXCL5 monoclonal antibody has been developed, its efficacy needs further validation.96 By contrast, SB225002, an antagonist of CXCR2, has been shown to impair lung cancer progression and enhance the sensitivity to cisplatin treatment.97 Similarly, butyrate may be an effective inhibitor of CXCL10 that requires further validation.98 99 AMG487, a CXCR3 antagonist, has been demonstrated to prevent lung metastasis in a mouse model.100 Therapeutically targeting S100A4 could be a potential strategy, and the S100A4-specific inhibitors cantharidin and its analogue norcantharidin might be promising drug candidates.101 A clinical study investigating the combination of Cantharidin Sodium treatment with chemotherapy in gastric cancer patients has been conducted and the results indicated a statistically significant improvement in the quality of life before and after treatment.102
CTC-MDSC cluster and CTC/macrophage interaction
Therapeutic blockade of the Notch signalling might be effective in disrupting CTC-MDSC clusters and suppressing metastasis.49 Various clinical trials have been conducted on selective Notch1 inhibitors like crenigacestat and CB-103 which were shown to be effective in treating various cancer types, such as adenoid cystic carcinoma,103 clear-cell renal cell carcinoma104 and breast cancer.105 Antibodies against Jagged1 could also be an effective means for Notch1 inhibition.106 Another strategy to eliminate the CTC-MDSC cluster is to block the Nodal-Cripto axis,49 which was shown to be effective in treating melanoma using preclinical PDX mouse models.107 Multiple clinical trials have been carried out to test inhibitors for depleting or reprogramming TAM for cancer treatment.108 The application of ADH-503 could lead to the repolarisation of TAM and thereby enhance the dendritic cell responses in pancreatic cancer,109 and the application of clodronate encapsulated in liposomes (clodrolip) has led to significant depletion of TAM, yielding potent inhibition of tumour growth.110 Clinical trials have been carried out for BMS-813160, a small molecule inhibitor of CCR2/5, to evaluate its efficacy in treating several solid tumours including hepatocellular carcinoma, non-SCLC, renal cell carcinoma and pancreatic ductal adenocarcinoma by combining it with nivolumab and/or the tumour vaccine GVAX.111
CTC-RBC cluster
Clinical studies and drug development targeting CTC-RBC clusters remain unexplored. Research findings suggest Galectin-4 might be a promising target.69 Since CTC-RBC clusters are implicated in the formation of cancer-associated thrombosis (CAT), low-molecular-weight heparin (LMWH) might be useful in reducing CAT and suppressing cancer metastasis.112 Although multiple clinical trials have been conducted using drug candidates targeting LMWH, the clinical benefits remain controversial.112 113
In summary, the mechanistic and functional characterisations of homotypic and heterotypic CTC clusters may unveil innovative therapeutic avenues for effectively targeting these potent metastatic precursors (table 2). These findings warrant additional experimental and clinical validations to advance our understanding and treatment of metastasis.