Establishment of lung cancer cell lines and tumorigenesis in mice from malignant pleural effusion in patients with lung cancer
Highlight box
Key findings
• When malignant pleural effusions (MPE) from patients with advanced lung cancer were utilized, the cell line establishment rate was 18% and the engraftment rate in mice was 21%. The prognosis of patients who underwent cell line establishment and engraftment in mice was poor. Cell line establishment and tumorigenesis in mice were associated with a lower response to first-line therapy and poorer prognosis of patients.
What is known and what is new?
• The excessive MPE is generally discarded. Large-sample investigations of the methods and establishment rates of lung cancer cell lines derived from MPEs have rarely been reported.
• The rates of cell line establishment and tumor formation in mice from MPEs were shown. The relationship between these in vitro conditions and the clinical response to treatment and prognosis of patients were investigated.
What is the implication, and what should change now?
• MPEs that are no longer needed can be used effectively. The establishment of cell lines and the generation of cancer mouse models are linked to response to treatment and patients’ prognosis and might have the potential of development of personalized medicine.
Introduction
Lung cancers are often accompanied by malignant pleural effusion (MPE), that is, pleural effusion in which cancer cells are detected. In clinical settings, approximately 5% and 15% of patients are diagnosed with lung cancer by MPE for non-small cell lung cancer (NSCLC) and SCLC, respectively (1,2). Pleural effusions are often examined to confirm the pathological diagnosis of lung cancer, and pleural effusion drainage is sometimes selected as a treatment option for improvement from progressive respiratory and circulatory disturbances. Thus, excessive MPEs are usually discarded.
Cancer research in humans is limited by difficulties in accessing cancer lesions and ethical issues. Cancer cell lines and cancer mouse models have been generated to overcome these limitations and have become essential for elucidating the mechanisms of carcinogenesis, growth, and metastasis, as well as to pursue the causes of drug resistance or develop cancer therapies. Several studies have reported the establishment of lung cancer and other malignant tumor cell lines from MPEs, including pancreatic carcinoma, malignant mesothelioma and soft tissue sarcoma (3-6). However, large-sample investigations of the methods and establishment rates of lung cancer cell lines derived from MPEs have rarely been reported (7).
Most NSCLC patient-derived xenograft (PDX) animal models are derived from fresh, surgically resected tissues of early-stage NSCLC (8-14). Two studies utilized bronchoscopy-guided biopsy tissues of NSCLC patients to establish xenograft models (15,16).
The absence of the interleukin-2 receptor -chain in mice leads to severe impairments in B-, T-, and natural killer cell development (17-19). NOD.Cg-Prkdcscid Il2rgtmlWjl/SzJ mice (abbreviated NOD/LtSz-scid Il2rg-/- and often referred to as NSG mice) are a strain of immunodeficient Il2rg-/- mice. NSG mice are more susceptible to xenotransplanted lung cancer cell lines (20). Few studies have examined tumorigenicity in NSG mice using resected or biopsied tissues (14,15). Although one study reported tumorigenicity derived from MPE in rag2/IL2 knockout mice (21), the generation of mouse models utilizing MPE has not yet been established and remains in the trial and error stage.
The establishment of cell lines and the generation of cancer mouse models from MPE may lead to the development of personalized therapy. Based on this background, we attempted to establish cell lines and generate mouse models using MPEs that were no longer needed and should have been discarded. We present this article in accordance with the STROBE and ARRIVE reporting checklists (available at https://tlcr.amegroups.com/article/view/10.21037/tlcr-24-143/rc).
Methods
Patients and collections of MPE
This study was approved by the Institutional Review Board of Kagawa University (No. H27-037) in 2015 and was conducted in accordance with the Declaration of Helsinki (as revised in 2013). Informed consent was obtained from all individual patients. When thoracentesis was performed for diagnosis in patients with pleural effusion who were highly suspected of having lung cancer, an additional 50 mL pleural effusion was collected. In some patients who had already been pathologically confirmed to have lung cancer, 50 mL pleural effusion was collected when massive pleural effusions were drained as a treatment.
Establishment of lung cancer cell lines
Five milliliters of MPE were centrifuged and cell pellets were cultured in 6-cm dishes in Roswell Park Memorial Institute (RPMI)-1640 supplemented with (I) 10% fetal bovine serum (FBS) or (II) 10% MPE supernatant from the same patient. Cells from 6 individuals were also cultured in other conditions including 100% MPE supernatant without RPMI-1640. The medium was replaced with fresh medium every 2 to 3 days. When sufficient cell growth was observed after two passages of culture, 100 to 10,000 cells were replaced into new culture dishes. If colony formation was observed, cells were pipetted from the colony under visualization using a microscope and transferred to a 96-well plate. Cells were further cultured until they reached 100% confluency, at which point they were detached with trypsin and transferred to larger dishes.
Animals and xenotransplantation
The non-obese diabetic-severe combined immunodeficiency (NOD-scid) and NSG mouse strains were purchased from the Jackson Laboratory Japan (Yokohama, Japan) and were maintained in the Division of Animal Experiments, Life Science Research Center, Kagawa University (Kagawa, Japan). The protocols of the animal experiments were approved by the Animal Care and Use Committee at Kagawa University (No. 18654) in 2015, in compliance with the Institutional Regulations for Animal Experiments for the care and use of animals. A protocol was prepared before the study without registration. Twenty milliliters of MPE were centrifuged, and cell pellets were frozen immediately after collection from patients. Cell pellets were thawed before one week of inoculation into mice and immediately incubated in RPMI-1640 supplemented with 10% FBS. After one week of incubation, cells were subcutaneously inoculated into 2 female mice (NOD-scid and NSG) when the mice were approximately 6 weeks of age; that is, cells derived from 10 mL MPE were inoculated into NOD-scid and NSG mice. The tumor sizes were measured every week with a caliper. The tumor volume was calculated by 1/2×A×B2 (where A = length and B = width), as previously described (20). The criteria for successful engraftment were continuous nodule growth at the site of inoculation and tumor volumes greater than 10 mm3. Mice were monitored for up to 12 weeks after inoculation, and then euthanized. The enlarged tumors were then resected and fixed with 10% phosphate-buffered formalin, and paraffin-embedded sections were stained with hematoxylin and eosin.
Statistical analysis
Progression-free survival (PFS) was defined as the time between the start of first-line therapy and disease progression or death. Overall survival (OS) was defined as the time between the date of diagnosis with lung cancer and date of death. PFS and OS curves were constructed with the Kaplan-Meier method, and differences in survival were assessed by the log-rank test. Fisher’s exact test was used to analyze response rates to first-line therapy. All statistical analyses were conducted using Ekuseru-Toukei 2015 (Social Survey Research Information Co., Ltd., Tokyo, Japan).
Results
Establishment of cell lines from MPE
Cells derived from the initial 6 MPEs were cultured in several conditions including 100% MPE supernatant and RPMI-1640 supplemented with 10% FBS. MPEs include many types of cells such as neutrophils, lymphocytes, histiocytes, and mesothelial cells, in addition to cancer cells. The appearance and cell proliferation differed depending on the culture medium (Figure 1). Cells that appeared to be histiocytes with a broad cytoplasm tended to be more prominent in culture media containing MPE supernatant. However, the proliferation of all types of cells gradually diminished in MPE supernatant-containing conditions in all 6 cases. Conversely, cells in 2 of 6 cases proliferated in RPMI-1640 supplemented with 10% FBS, and finally, cell lines were established (Figure 1D,1H). Therefore, only the two following conditions were adopted as the culture method: RPMI-1640 supplemented with 10% FBS or 10% MPE supernatant. MPEs were obtained from 28 lung cancer patients in total (Table 1). Of them, 23 were adenocarcinoma, 4 were SCLC, and one was NSCLC that was not otherwise determined. Cell lines were established from 5 patients (18%) (Table 2). One MPE (named PE17-05) led to the establishment of a cell line in RPMI-1640 with both 10% FBS and 10% MPE supernatant. The other 4 cell lines were established in RPMI-1640 with 10% FBS but not 10% MPE supernatant.
Table 1
No. | Malignant pleural effusion | Tumor characteristics | Patient characteristics | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Name | Timing of collection | Histology | Stage at diagnosis of lung cancer | CYFRA (ng/mL) | CEA (ng/mL) |
Driver mutation | Age (years) | Gender | 1st line therapy | PFS (days) | OS (days) | ||||
Agent | Response | ||||||||||||||
1 | PE15-01 | At PD | Ad | cT2aN3M1b (OSS, LYM, PUL, PLE), IVB | 29 | 732 | EGFR | 62 | F | TKI | PR | 246 | 332 | ||
2 | PE15-02 | At PD | Ad | cT2aN3M1b (PUL, OSS), IVB | 7.2 | 32.4 | 61 | M | Chemo | PR | 245 | 724 | |||
3 | PE15-03 | At LC diagnosis | Ad | cT2aN0M1b (PUL, OSS, BRA, PLE), IVB | 74.8 | 393 | EGFR | 81 | F | TKI | PD | 5 | 18 | ||
4 | PE15-04 | At LC diagnosis | Ad | cTXN3M1b (OSS, PLE), IVB | 8.2 | 29 | 63 | M | Chemo | SD | 129 | 177 | |||
5 | PE15-05 | At PD | NSCLC | cT1bN3M0, IIIB | 6 | 3.8 | 66 | M | Chemo | PD | 52 | 89 | |||
6 | PE15-06 | At LC diagnosis | Ad | cT2aN3M1b (PLE, OTH), IVB | 5.2 | 93.2 | 87 | M | BSC | NA | NA | 11+ | |||
7 | PE16-01 | At PD | Ad | cT4N1M0, IIIA | 2.6 | 13.8 | EGFR | 74 | F | Chemo | PR | 198 | 3,195+ | ||
8 | PE16-02 | At LC diagnosis | Ad | cT3N3M1b (OSS, PLE, OTH), IVB | 26.5 | 77.1 | 65 | M | Chemo | PR | 277 | 597 | |||
9 | PE16-03 | At LC diagnosis | Ad | cT3N3M1b (OSS, PLE, OTH), IVB | 3.6 | 4.8 | 63 | M | BSC | NA | NA | 18 | |||
10 | PE16-04 | At PD | Ad | cT4N3M1b (OSS, LYM, PUL, BRA), IVB | 7.7 | 17.3 | 58 | F | Chemo | PR | 228 | 486 | |||
11 | PE16-05 | At PD | Ad | cT2aN3M1b (BRA, PUL, OSS), IVB | 22.7 | 90.4 | EGFR | 75 | F | TKI | PR | 472 | 983 | ||
12 | PE16-06 | At LC diagnosis | Ad | cT2aN0M1b (BRA, PLE), IVB | NE | NE | 84 | F | BSC | NA | NA | 48 | |||
13 | PE16-07 | At LC diagnosis | Small | cT2aN3M1b (ADR, LYM, OSS, PLE, PER), IVB | 8.4 | 16.2 | 69 | M | Chemo | PR | 154 | 237 | |||
14 | PE16-09 | At PD | Ad | cT2aN3M1a (PLE), IVA | 9.8 | 149 | ALK | 54 | F | Chemo | PR | 186 | 1522 | ||
15 | PE16-10 | At LC diagnosis | Ad | cT4N3M1b (PLE, OSS, BRA, HEP, PER, LYM, ADR, OTH), IVB | 130 | 318 | 61 | M | Chemo | PD | 62 | 105 | |||
16 | PE17-01 | At PD | Ad | cT4N3M1b (BRA, PLE, OTH), IVB | 11 | 21 | 84 | M | Chemo | PD | 41 | 334 | |||
17 | PE17-02 | At PD | Small | cT2aN2M1a (PLE), IVA | 6.3 | 160.5 | 83 | M | Chemo | SD | 191 | 243 | |||
18 | PE17-03 | At LC diagnosis | Ad | cT4N3M1a (PLE), IVA | 10.9 | 30.5 | EGFR | 79 | F | TKI | PR | 49 | 476 | ||
20 | PE17-06 | At LC diagnosis | Ad | cT4N2M1c (PUL, BRA, OSS, PLE), IVB | 3.9 | 14.2 | 75 | F | Chemo | SD | 71 | 139 | |||
21 | PE17-08 | At LC diagnosis | Small | cT2aN3M1c (OSS, HEP, PLE), IVB | 4.8 | 3 | 60 | M | Chemo | PD | 55 | 115 | |||
22 | PE17-09 | At LC diagnosis | Ad | cT4N3M1c (PUL, OSS, ADR, HEP, BRA, PLE), IVB | 20.3 | 3.4 | EGFR | 78 | F | TKI | PR | 304 | 384 | ||
23 | PE18-01 | At PD | Ad | cT1aN2M1a (OTH), IVA | 4.3 | 7.4 | EGFR | 49 | F | TKI | PR | 501 | 1,908+ | ||
24 | PE18-02 | At PD | Ad | cT2bN3M1a (PLE), IVA | 4.7 | 12.6 | 77 | M | Chemo | PR | 197 | 826 | |||
25 | PE18-03 | At LC diagnosis | Ad | cT4N3M1c (PLE, LYM), IVB | 29.6 | 109 | 48 | M | Chemo | SD | 124 | 370 | |||
26 | PE18-04 | At PD | Ad | pT2N2M0, IIIA | 1 | 6.8 | EGFR | 70 | F | TKI | PR | 295 | 3,303 | ||
27 | PE18-05 | At PD | Small | cT3N3M1b (OSS), IVA | 3.6 | 5.8 | 79 | F | Chemo | PR | 370 | 567 | |||
28 | PE18-06 | At LC diagnosis | Ad | cT2aN0M1a (PLE), IVA | 1.8 | 134 | EGFR | 62 | F | TKI | PR | 133 | 1,506+ |
+ (plus) means non-fatal state. PD, progressive disease; LC, lung cancer; Ad, adenocarcinoma; NSCLC, non-small cell lung cancer; OSS, bone; LYM, lymph node; PUL, pulmonary; PLE, pleural; BRA, brain; OTH, others; PER, peritoneal; HEP, liver; ADR, adrenal; CYFRA, cytokeratin 19 fragment; CEA, carcinoembryonic antigen; EGFR, epidermal growth factor receptor; M, male; F, female; TKI, tyrosine kinase inhibitor; BSC, best supportive care; PR, partial response; SD, stable disease; NA, not applicable; PFS, progression-free survival; NE, not evaluated; OS, overall survival.
Table 2
No. | Malignant pleural effusion | Establishment of cell line | Tumorigenesis using primary cells | Early death without tumorigenesis | ||||||
---|---|---|---|---|---|---|---|---|---|---|
RPMI-1640 + 10% FBS | RPMI-1640 + 10% MPE | NOD-scid mouse | NSG mouse | NOD-scid mouse | NSG mouse | |||||
1 | PE15-01 | Yes | – | – | – | – | Yes | |||
2 | PE15-02 | – | – | – | – | – | Yes | |||
3 | PE15-03 | – | – | – | – | – | – | |||
4 | PE15-04 | – | – | – | – | – | – | |||
5 | PE15-05 | Yes | – | Yes | Yes | – | – | |||
6 | PE15-06 | – | – | – | – | – | – | |||
7 | PE16-01 | – | – | – | – | – | Yes | |||
8 | PE16-02 | – | – | – | – | – | – | |||
9 | PE16-03 | Yes | – | - | Yes | – | Yes | |||
10 | PE16-04 | – | – | – | – | – | – | |||
11 | PE16-05 | – | – | – | – | – | Yes | |||
12 | PE16-06 | – | – | – | Yes | – | - | |||
13 | PE16-07 | – | – | – | – | Yes | Yes | |||
14 | PE16-09 | – | – | – | – | – | – | |||
15 | PE16-10 | Yes | - | Yes | Yes | – | – | |||
16 | PE17-01 | – | – | – | – | – | – | |||
17 | PE17-02 | – | – | – | – | – | – | |||
18 | PE17-03 | – | – | – | – | – | – | |||
19 | PE17-05 | Yes | Yes | Yes | – | – | Yes | |||
20 | PE17-06 | – | – | – | – | – | – | |||
21 | PE17-08 | – | – | Yes | Yes | – | – | |||
22 | PE17-09 | – | – | – | – | – | – | |||
23 | PE18-01 | – | – | – | – | – | – | |||
24 | PE18-02 | – | – | – | – | – | – | |||
25 | PE18-03 | – | – | – | – | – | – | |||
26 | PE18-04 | – | – | – | – | – | – | |||
27 | PE18-05 | – | – | – | – | – | – | |||
28 | PE18-06 | – | – | – | – | – | – |
RPMI, Roswell Park Memorial Institute; FBS, fetal bovine serum; MPE, malignant pleural effusion; NOD-scid, non-obese diabetic-severe combined immunodeficiency; NSG, NOD.Cg-Prkdcscid Il2rgtmlWjl/SzJ.
Tumorigenesis in mice by primary cells of MPE
Cells (cancer cells and other types of cells) in MPE were subcutaneously inoculated into two types of mice (NOD-scid and NSG). The number of cells inoculated ranged from 400,000 to 4,300,000 cells per mouse. At just after inoculation with MPE-derived cells, mass formation is unrecognizable. The subsequent process of tumorigenesis varied from case to case, with the fastest case becoming recognizable after 2 weeks and the slowest after 12 weeks. The tumor subsequently increased over time. During the 12-week period, tumorigenesis was observed in 6 of 28 cases: 3 in both NOD-scid and NSG, 2 in only NSG, and 1 (PE17-05) in only NOD-scid mice (Table 2). PE15-05 obtained from a patient diagnosed with NSCLC showed tumorigenesis and the establishment of cell lines (Figure 1E-1H and Figure 2). Pathological findings of PE15-05-derived tumors formed in mice showed features of both squamous cell carcinoma and signet ring cell carcinoma (Figure 2). In PE17-08, cell line establishment was unsuccessful. However, tumorigenesis was observed in both NOD-scid and NSG mice. The pathological findings of tumors derived from PE17-08 showed small cell carcinoma which is the same as its clinical diagnosis (Figure 3).
Debilitating death of mice without tumorigenesis
PE17-05 was the only strain that showed successful tumor formation in NOD-scid mice but not in NSG mice. However, NSG mouse in which PE17-05 was inoculated progressively weakened, lost the hair and died within 3 weeks. Similarly, several other mice gradually weakened and died within 12 weeks. Thus, in 7 cases, the mice (7 NSG and 1 NOD-scid mice) died early without tumorigenesis. Furthermore, some mice were markedly debilitated, although they did not die within 12 weeks. The NSG mouse inoculated with PE18-06 also became progressively weaker and lost the hair (Figure 4A) at 12 weeks, which is the common visual finding in NSG mice that die early. The pathological findings of the skin showed a decrease in hair follicles, subcutaneous fibrosis, inflammatory cell infiltration, and lengthened hair roots, suggesting chronic inflammation (Figure 4B). In the liver, neutrophil-dominated inflammatory cell infiltration around the Gleason sheath, perivascular hepatocellular necrosis and mild fibrosis were observed (Figure 4C). These findings were consistent with graft-versus-host disease (GVHD). NOD-scid mouse inoculated with PE18-05 did not show signs of GVHD during the 12-week course (Figure 4D). Pathologically, the skin was normal (Figure 4E). However, inflammatory cell infiltration, which consisted mainly of lymphocytes, was observed around the Gleason sheath in the liver (Figure 4F).
Association of clinical signs of patients with establishment of cell lines or tumorigenicity
Twenty-five patients received first-line therapy, 17 received chemotherapy and 8 received epidermal growth factor receptor (EGFR)-tyrosine kinase inhibitor (Table 1). The remaining 3 patients received the best supportive care. The response rate to first-line therapy was 60% (15 of 25 patients). Although the response to first-line therapy was not associated with the establishment of a cell line from MPE (P=0.27), first-line therapy was associated with tumorigenesis in mice (P=0.02). Patients whose MPEs were able to establish cell lines showed a tendency toward shorter PFS (Figure 5A, P=0.14), and shorter OS (Figure 5B, P=0.006) than patients whose MPEs failed to establish cell lines. Patients whose MPEs exhibited tumorigenesis in mice had shorter PFS (Figure 5C, P<0.001) and OS (Figure 5D, P<0.001) than patients whose MPEs failed to establish tumors.
Discussion
The current study showed that (I) cell lines could be established from MPEs in 5 of 28 patients (18%); (II) RPMI-1640 supplemented with 10% FBS was most suitable to establish cell lines among tested media including MPE supernatant-containing conditions; (III) tumorigenesis in mice utilizing MPE was observed in 6 cases (21%); (IV) some mice were debilitated and died within 12 weeks without tumorigenesis, and the appearance and histology were consistent with GVHD; and (V) cell line establishment and tumorigenesis in mice were associated with a lower response to first-line therapy and poorer prognosis.
The establishment of cell lines and tumorigenesis in mice would be useful to investigate the characteristics of each tumor and determine treatment strategies for individual patients. Even if a large amount of tumor volume is needed for genetic testing, sufficient quantities can be obtained from these proliferated cells or tumors without rebiopsy from the patient. Before administering anticancer drugs to the patient, drug sensitivity can be examined to estimate the most effective drug. A report attempted to determine drug sensitivity using primary cells obtained from MPEs (21). Although this strategy likely does not yield accurate results due to the mixture of multiple cell types, the fact that it can be performed in most cases at an early stage is a great advantage. Conversely, the establishment of cell lines takes a long time, and these cells might no longer faithfully represent the molecular heterogeneity of primary patient tumors once established (22).
Regarding PDX mouse models, resected tumor fragments were subcutaneously xenografted into CD1 nude and CB17-scid mice within 24 hours post-surgery (11). The tumor formation rate was 35%, with higher rates for squamous cell carcinoma (60%) than for adenocarcinoma (13%). In other studies in which surgically resected NSCLC tumors were implanted into NOD-scid mice, engraftment rates ranged from 18% to 42% (8-10,12,13). In a study utilizing bronchoscopy-guided biopsy tissues, 30 (26.3%) of 114 NSCLC PDX models were successfully generated (16). In the current study, tumorigenesis in mice utilizing MPE was observed in 21% of cases. The difference in tumor formation rates was not solely due to whether the specimens were MPEs or resected specimens but also likely due to differences in the storage conditions of specimens prior to use, culture and inoculation methods, type of mouse, and tumor biological characteristics. The freeze-thawing performed in the current study clearly reduces the cell viability and increases dead cells. NSG mice are superior to NOD-scid mice in generating mouse models of lung cancer by cell lines (20). The current study also showed that NSG mice had a tendency toward a higher rate of tumorigenesis than NOD-scid mice. Roscilli et al. optimized isolation procedures and culture conditions to expand primary cultures from MPEs and increased the rate of tumorigenesis (10 of 16 cases) in rag2/IL2 knock-out mice (21).
The association of PDX engraftment with patient prognosis has yielded consistent results. Successful PDX engraftment obtained by surgical resection was associated with worse disease-free survival and OS compared with non-PDX-engraftment patients (11,12). The current study showed that cell line establishment and tumorigenesis in mice using MPE were also associated with a lower response to first-line therapy and poorer prognosis. Similarly, the survival rates of patients corresponding to the successful establishment of MPE-derived PDXs were lower (7). Regardless of the type of PDX, poorly differentiated, i.e., more malignant cancer cells, likely lead to the establishment of cell lines and engraftment in mice. EGFR- or ALK-positive lung adenocarcinomas are generally not poorly differentiated. In the 10 individuals with this driver gene mutation, the cell line was established in only one case (10%), and none formed tumors in mice.
NOD-scid mice have B- and T-cell dysfunction, but unlike NSG mice, NK cell activity is preserved in NOD-scid mice. Due to this severe combined immunodeficiency, tumorigenesis is overwhelmingly higher in NSG mice than in NOD-scid mice (20). However, the present study showed early death among mice without tumor growth and abnormal visual and pathological findings of the skin and liver consistent with GVHD, which is more frequent in NSG mice. Why was GVHD more common in NSG mice than in NOD-scid mice? Few studies report GVHD in severely immunodeficient mice xenotransplanted from lymphodominant tumor xenografts (23). This type of GVHD is reportedly due to engraftment and the expansion of primary graft-originated tumor-infiltrating lymphocytes (TILs) in the animal body (23). Several solutions have been suggested to prevent GVHD in PDX models of solid tumors: use of the NSG-2mnull strain, generation of humanized models, blocking of IL-21 signaling, azacytidine therapy, and lymphodepletion of the tumor xenograft (23). In the cases of transplanted xenografts without a high tumor cell ratio, such as MPE, the NK cell activity of NOD-scid mice might be beneficial to eliminate many types of cells that are detrimental to the survival of the mice and to suppress the development of GVHD. However, using NOD-scid mice instead of NSG mice is not a fundamental solution, and the use of NSG mice with a higher cancer cell ratio is desired based on the methods described above.
For cells living in MPE, MPE seems to be a more suitable environment for survival than blood. However, in the current study, despite the use of MPE-derived cancer cells, FBS was more useful to establish cell lines than MPE supernatant. In the microenvironment of MPEs, cancer cells have complex interactions with non-cancer cells, and various cytokines and growth factors are continuously secreted by non-cancer cells. For example, the population of Th22 cells is increased by cytokines and chemokines such as CCL20-CCR6, and the produced IL-22 promotes the proliferation of lung cancer cell lines (24). In the in vitro experiments performed in the current study, MPE supernatant was replaced periodically, but new non-cancer cells were not supplied. The lack of reproduction in the true MPE environment might be the reason why cell line establishment is not always successful, even with fresh MPE supernatant.
The limitations of this study include the following. First, some aspects of the management of MPE can be improved, such as inoculation methods into mice, to increase the engraftment rate. This strategy includes removing non-cancer cells, such as TILs, as much as possible, not cryopreserving the cells, increasing the cell number for inoculation, using Matrigel, etc. We injected unselected cell populations into mice. We chose the simplest possible method for inoculating MPE-derived cells. We took into consideration the fact that it is not easy to completely remove all non-tumor cells in a short culture period, that some tumor cells in pleural effusion have a tendency to float, and that we wanted to reduce the amount of labor involved. Second, some mice could not be evaluated for PDX engraftment due to early death. Third, the details of the origin of inflammatory cell infiltration consistent with GVHD have not been evaluated. Fourth, the number of mice used was two per each MPE sample. The small number of mice could have resulted in inaccurate results. Although tumorigenesis was observed in 6 of 28 cases, it is conceivable that this probability would increase if more mice were used. Fifth, the differentiation of adenocarcinoma has not been evaluated.
Conclusions
When MPEs were used as PDXs, the cell line establishment rate was 18%, and the successful engraftment rate in mice was 21%. The methods can be improved to increase the successful PDX engraftment rate and prevent the development of GVHD. The prognosis of patients whose MPEs were able to establish cell lines and engraft in mice was poor.
Acknowledgments
Funding: None.
Footnote
Reporting Checklist: The authors have completed the STROBE and ARRIVE reporting checklists. Available at https://tlcr.amegroups.com/article/view/10.21037/tlcr-24-143/rc
Data Sharing Statement: Available at https://tlcr.amegroups.com/article/view/10.21037/tlcr-24-143/dss
Peer Review File: Available at https://tlcr.amegroups.com/article/view/10.21037/tlcr-24-143/prf
Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at https://tlcr.amegroups.com/article/view/10.21037/tlcr-24-143/coif). The authors have no conflicts of interest to declare.
Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. The study was conducted in accordance with the Declaration of Helsinki as revised in 2013. The study was approved by the Institutional Review Board of Kagawa University (No. H27-037) and informed consent was obtained from all individual patients. Experiments were performed under a project license (No. 18654) approved by the Animal Care and Use Committee at Kagawa University, in compliance with the Institutional Regulations for Animal Experiments for the care and use of animals.
Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/.
References
- Kanaji N, Tadokoro A, Kita N, et al. Impact of idiopathic pulmonary fibrosis on advanced non-small cell lung cancer survival. J Cancer Res Clin Oncol 2016;142:1855-65. [Crossref] [PubMed]
- Kanaji N, Sakai K, Ueda Y, et al. Peripheral-type small cell lung cancer is associated with better survival and higher frequency of interstitial lung disease. Lung Cancer 2017;108:126-33. [Crossref] [PubMed]
- Ichinose Y, Iguchi H, Ohta M, et al. Establishment of lung cancer cell line producing parathyroid hormone-related protein. Cancer Lett 1993;74:119-24. [Crossref] [PubMed]
- Starr AN, Vexler A, Marmor S, et al. Establishment and characterization of a pancreatic carcinoma cell line derived from malignant pleural effusion. Oncology 2005;69:239-45. [Crossref] [PubMed]
- Sato A, Torii I, Tao LH, et al. Establishment of a cell line from a Japanese patient useful for generating an in vivo model of malignant pleural mesothelioma. Cancer Sci 2011;102:648-55. [Crossref] [PubMed]
- Hakozaki M, Tamura H, Dobashi Y, et al. Establishment and Characterization of a Novel Human Clear-cell Sarcoma of Soft-tissue Cell Line, RSAR001, Derived from Pleural Effusion of a Patient with Pleural Dissemination. Anticancer Res 2018;38:5035-42. [Crossref] [PubMed]
- Liao H, Zhou S, Chen S, et al. Establishment and Characterization of Patient-Derived Xenograft Model of Non-Small-Cell Lung Cancer Derived from Malignant Pleural Effusions. Cancer Manag Res 2023;15:165-74. [Crossref] [PubMed]
- Fichtner I, Rolff J, Soong R, et al. Establishment of patient-derived non-small cell lung cancer xenografts as models for the identification of predictive biomarkers. Clin Cancer Res 2008;14:6456-68. [Crossref] [PubMed]
- John T, Kohler D, Pintilie M, et al. The ability to form primary tumor xenografts is predictive of increased risk of disease recurrence in early-stage non-small cell lung cancer. Clin Cancer Res 2011;17:134-41. [Crossref] [PubMed]
- Hao C, Wang L, Peng S, et al. Gene mutations in primary tumors and corresponding patient-derived xenografts derived from non-small cell lung cancer. Cancer Lett 2015;357:179-85. [Crossref] [PubMed]
- Ilie M, Nunes M, Blot L, et al. Setting up a wide panel of patient-derived tumor xenografts of non-small cell lung cancer by improving the preanalytical steps. Cancer Med 2015;4:201-11. [Crossref] [PubMed]
- Stewart EL, Mascaux C, Pham NA, et al. Clinical Utility of Patient-Derived Xenografts to Determine Biomarkers of Prognosis and Map Resistance Pathways in EGFR-Mutant Lung Adenocarcinoma. J Clin Oncol 2015;33:2472-80. [Crossref] [PubMed]
- Wang D, Pham NA, Tong J, et al. Molecular heterogeneity of non-small cell lung carcinoma patient-derived xenografts closely reflect their primary tumors. Int J Cancer 2017;140:662-73. [Crossref] [PubMed]
- Kita K, Fukuda K, Takahashi H, et al. Patient-derived xenograft models of non-small cell lung cancer for evaluating targeted drug sensitivity and resistance. Cancer Sci 2019;110:3215-24. [Crossref] [PubMed]
- Nakajima T, Geddie W, Anayama T, et al. Patient-derived tumor xenograft models established from samples obtained by endobronchial ultrasound-guided transbronchial needle aspiration. Lung Cancer 2015;89:110-4. [Crossref] [PubMed]
- Fu S, Zhao J, Bai H, et al. High-fidelity of non-small cell lung cancer xenograft models derived from bronchoscopy-guided biopsies. Thorac Cancer 2016;7:100-10. [Crossref] [PubMed]
- Cao X, Shores EW, Hu-Li J, et al. Defective lymphoid development in mice lacking expression of the common cytokine receptor gamma chain. Immunity 1995;2:223-38. [Crossref] [PubMed]
- DiSanto JP, Müller W, Guy-Grand D, et al. Lymphoid development in mice with a targeted deletion of the interleukin 2 receptor gamma chain. Proc Natl Acad Sci U S A 1995;92:377-81. [Crossref] [PubMed]
- Ohbo K, Suda T, Hashiyama M, et al. Modulation of hematopoiesis in mice with a truncated mutant of the interleukin-2 receptor gamma chain. Blood 1996;87:956-67.
- Kanaji N, Tadokoro A, Susaki K, et al. Higher susceptibility of NOD/LtSz-scid Il2rg (-/-) NSG mice to xenotransplanted lung cancer cell lines. Cancer Manag Res 2014;6:431-6. [Crossref] [PubMed]
- Roscilli G, De Vitis C, Ferrara FF, et al. Human lung adenocarcinoma cell cultures derived from malignant pleural effusions as model system to predict patients chemosensitivity. J Transl Med 2016;14:61. [Crossref] [PubMed]
- Huo KG, D'Arcangelo E, Tsao MS. Patient-derived cell line, xenograft and organoid models in lung cancer therapy. Transl Lung Cancer Res 2020;9:2214-32. [Crossref] [PubMed]
- Monzavi SM, Muhammadnejad A, Behfar M, et al. Spontaneous xenogeneic GvHD in Wilms' tumor Patient-Derived xenograft models and potential solutions. Animal Model Exp Med 2022;5:389-96. [Crossref] [PubMed]
- Ye ZJ, Zhou Q, Yin W, et al. Interleukin 22-producing CD4+ T cells in malignant pleural effusion. Cancer Lett 2012;326:23-32. [Crossref] [PubMed]