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Research ArticleOriginal Article

Raltitrexed as a synergistic hyperthermia chemotherapy drug screened in patient-derived colorectal cancer organoids

Lisi Zeng, Quanxing Liao, Haoran Zhao, Shengwei Jiang, Xianzi Yang, Hongsheng Tang, Qingjun He, Xiansheng Yang, Shuxian Fang, Jinfu He, Weiwen Cui, Laiqiang Huang, Shaohua Ma and Shuzhong Cui
Cancer Biology & Medicine August 2021, 18 (3) 750-762; DOI: https://doi.org/10.20892/j.issn.2095-3941.2020.0566
Lisi Zeng
1Institute of Oncology, Affiliated Cancer Hospital and Institute of Guangzhou Medical University, Guangzhou 510095, China
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Quanxing Liao
2Department of Abdominal Surgery, Affiliated Cancer Hospital and Institute of Guangzhou Medical University, Guangzhou 510095, China
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Haoran Zhao
3Institute of Biopharmaceutical and Health Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
4Tsinghua-Berkeley Shenzhen Institute (TBSI), Tsinghua University, Shenzhen 518055, China
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Shengwei Jiang
3Institute of Biopharmaceutical and Health Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
4Tsinghua-Berkeley Shenzhen Institute (TBSI), Tsinghua University, Shenzhen 518055, China
5Shenzhen Key Laboratory of Gene and Antibody Therapy, Tsinghua University, Shenzhen 518055, China
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  • ORCID record for Shengwei Jiang
  • For correspondence: cuishuzhong{at}gzhmu.edu.cn jiangcw17{at}mails.tsinghua.edu.cn
Xianzi Yang
6Department of Medical Oncology, Affiliated Cancer Hospital and Institute of Guangzhou Medical University, Guangzhou 510095, China
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Hongsheng Tang
2Department of Abdominal Surgery, Affiliated Cancer Hospital and Institute of Guangzhou Medical University, Guangzhou 510095, China
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Qingjun He
2Department of Abdominal Surgery, Affiliated Cancer Hospital and Institute of Guangzhou Medical University, Guangzhou 510095, China
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Xiansheng Yang
2Department of Abdominal Surgery, Affiliated Cancer Hospital and Institute of Guangzhou Medical University, Guangzhou 510095, China
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Shuxian Fang
2Department of Abdominal Surgery, Affiliated Cancer Hospital and Institute of Guangzhou Medical University, Guangzhou 510095, China
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Jinfu He
2Department of Abdominal Surgery, Affiliated Cancer Hospital and Institute of Guangzhou Medical University, Guangzhou 510095, China
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Weiwen Cui
7Department of Bioengineering, University of California, Berkeley 94720, USA
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Laiqiang Huang
3Institute of Biopharmaceutical and Health Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
4Tsinghua-Berkeley Shenzhen Institute (TBSI), Tsinghua University, Shenzhen 518055, China
5Shenzhen Key Laboratory of Gene and Antibody Therapy, Tsinghua University, Shenzhen 518055, China
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Shaohua Ma
3Institute of Biopharmaceutical and Health Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
4Tsinghua-Berkeley Shenzhen Institute (TBSI), Tsinghua University, Shenzhen 518055, China
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Shuzhong Cui
2Department of Abdominal Surgery, Affiliated Cancer Hospital and Institute of Guangzhou Medical University, Guangzhou 510095, China
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  • For correspondence: cuishuzhong{at}gzhmu.edu.cn jiangcw17{at}mails.tsinghua.edu.cn
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    Figure 1

    Establishment of patient-derived organoids as in vitro tumor models for colorectal cancer. Morphology of patient-derived organoids (PDOs) on days 1 and 7. After 7-day culture, the organoids were used to evaluate hyperthermia and chemotherapy. The figure shows a flowchart of hyperthermia and chemotherapy evaluation. PDOs are bifurcated to evaluate the following chemotherapy drugs at 37 °C and 43 °C: mitomycin, abraxane, 5-fluorouracil, oxaliplatin, raltitrexed, gemcitabine, and lobaplatin.

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    Figure 2
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    Figure 2

    Raltitrexed has the highest hyperthermia chemotherapy sensitization enhancement ratio score among the screened chemotherapy drugs. (A) The dose-response curves of organoids derived from patient 1 after treatment with different drugs for 90 min at 37 °C and 43 °C. Cell viability at 37 °C was measured with 10% CCK-8 after 2 days under drug-free conditions after drug treatment. The hyperthermia chemotherapy sensitization enhancement ratio (HCSER) score was obtained by calculating the ratio of the IC50 values between 37 °C and 43 °C for each drug. That is, HCSER = IC50 (37 °C)/IC50 (43 °C). (B) The HCSER scores of organoids derived from the other 10 patients. Raltitrexed had the highest HCSER score. (C) The highest HCSER scores of the 7 chemotherapy drugs in organoids from 22 patients. (D) Dose-response curves of organoids derived from DLD-1 cell lines, and the HCSER summary for all evaluated drugs. (E) The HCSER scores of the organoids derived from another 2 colorectal cancer cell lines. Raltitrexed showed the highest HCSER scores. (F) Counts of the highest HCSER scores of the 7 chemotherapy drugs in the 4 colorectal cancer cell lines.

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    Figure 3

    Gene expression profiles of raltitrexed hyperthermia sensitization. (A) Clustered heat map of differentially expressed genes. G1 denotes patients insensitive to raltitrexed (P15, P20, and P22). G2 denotes patients sensitive to raltitrexed (P5 and P10). (B) Enrichment in KEGG pathway terms for differentially expressed genes between the G1 and G2 groups. The horizontal axis denotes the enriched KEGG pathways, and the vertical axis displays the −log10 (P-value). The red boxes represent the 27 genes participating in these pathways, and the red arrows represent pathways reported to be associated with hyperthermia. (C) Western blot analysis was conducted to assay the downregulated expression of PI3K, p-PI3K, AKT, p-AKT, 4E-BP1, p-4E-BP1, Focal Adhesion Kinase, and p-Focal Adhesion Kinase in the raltitrexed high-HCSER group. The low-HCSER group contains patients 13, 18, and 21, and the high-HCSER group contains patients 2, 3, and 6.

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    Figure 4

    Patient-derived organoids reflect personal response to chemotherapy in combination with hyperthermic intraperitoneal chemotherapy. (A) Treatment and procedure timeline in patient 8. The values highlighted in blue indicate the administration of chemotherapy. The values highlighted in red indicate the efficacy of hyperthermic intraperitoneal chemotherapy. (B) Left: CT image of patient 8 before surgery. Right: CT image of patient 8 at 1 month after surgery. The small nodules and peritoneal fluid decreased, as compared with those in the left CT image. (C) Cell viability of organoids derived from patient 8 in response to raltitrexed, mitomycin, and oxaliplatin, and the HCSER for those drugs.

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    Table 1

    Information on the chemodrugs used in this study

    Drug nameDrug brandDrug specifications
    RaltitrexedNANJING CHIA TAI TIANQING2 mg
    MitomycinHANHUI PHARMA10 mg
    OxaliplatinSANOFI50 g
    5-fluorouracilPUDEP HARMA0.25 g
    LobaplatinHainan Changan International Pharmaceutical Co. Ltd.50 mg
    GemcitabineNANJING CHIA TAI TIANQING0.2 g
    AbraxaneCSPC100 mg
    • View popup
    Table 2

    Drug doses used clinically and in experiments

    Drug nameRecommended dose in clinically of single chemotherapyIntraperitoneal perfusion concentrationExperimental setting
    Raltitrexed3 mg/m22.8 μM0/0.2/2/20/200/2,000 μM
    Mitomycin6–8 mg5.9 μM0/0.05/0.5/5/50/500 μM
    Oxaliplatin130139 μM0/0.1/1/10/100/1,000 μM
    5-Fu500–600 mg/m21.96 μM0/0.02/0.2/2/20/200 μM
    Lobaplatin50 mg/m253.5 μM0/0.05/0.5/5/50/500 μM
    Gemcitabine1,000/1,250 mg/m21.8 μM0/0.02/0.2/2/200/2,000 μM
    Abraxane260 mg/m2122.9 μM0/0.1/1/10/100/1,000 μM
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    Table 3

    Comparison of HCSER between the high-HCSER group and the low-HCSER group

    High-HCSER groupLow-HCSER group
    CasesAverageSDCasesAverageSD
    11167.37297.4114.895.90
    P0.0019

    The High-HCSER group contains patients 1–11, and the low-HCSER group contains patients 12–22. SD, standard deviation. P < 0.05 was considered statistically significant.

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      Table 4

      Information on 27 genes previously reported to be associated with hyperthermia

      GeneTitle of related articlePMID
      NFKBIAShort-term hyperthermia prevents activation of proinflammatory genes in fibroblast-like synoviocytes by blocking the activation of the transcription factor NF-kappaB.16955275
      CCL20Local hyperthermia decreases the expression of CCL-20 in condyloma acuminatum.21050487
      TNFComparative in vitro studies of the potentiation of tumor necrosis factor (TNF)-alpha, TNF-beta, and TNF-SAM2 cytotoxicity by hyperthermia.1571335
      GRPRHow gastrin-releasing peptide receptor (GRPR) and α(v)β(3) integrin expression reflect reorganization features of tumors after hyperthermia treatments.28761146
      CD44CD44-targeted magnetic nanoparticles kill head and neck squamous cell carcinoma stem cells in an alternating magnetic field.31571863
      GDF15Involvement of ERK1/2 signalling and growth-related molecules’ expression in response to heat stress-induced damage in rat jejunum and IEC-6 cells.20707649
      CX3CL1Heat therapy promotes the expression of angiogenic regulators in human skeletal muscle.27357800
      ID1Correlation between the expression of Id-1 and hyperthermia-associated molecules in oral squamous cell carcinoma.23723304
      GCKCellular signalling after in vivo heat shock in the liver.10772775
      CEBPEGene networks involved in apoptosis induced by hyperthermia in human lymphoma U937 cells.19732844
      HSPA8P11The cellular and molecular basis of hyperthermia.12098606
      TRPV4Ischemic brain injury leads to brain edema via hyperthermia-induced TRPV4 activation.29793978
      ADORA1Activation of central adenosine A(2A) receptors lowers the seizure threshold of hyperthermia-induced seizure in childhood rats.21144776
      CTGFRole of CTGF in sensitivity to hyperthermia in ovarian and uterine cancers.27806300
      COL1A1Molecular pathology of vertebral deformities in hyperthermic Atlantic salmon (Salmo salar).20604915
      MEDAGHyperthermia severely affects the vascular effects of MDMA and metabolites in the human internal mammary artery in vitro.28084566
      GPC3Glypican-3 (GPC3) targeted Fe3O4 core/Au shell nanocomplex for fluorescence/MRI/photoacoustic imaging-guided tumor photothermal therapy.31603456
      FN1Role of CTGF in sensitivity to hyperthermia in ovarian and uterine cancers.27806300
      TLR2Extracellular heat shock protein 70 mediates heat stress-induced epidermal growth factor receptor transactivation in A431 carcinoma cells.17126326
      VCANVersican and vascular endothelial growth factor expression levels in peritoneal metastases from colorectal cancer are associated with survival after cytoreductive surgery and hyperthermic intraperitoneal chemotherapy.26873137
      MMP2Hyperthermia inhibits the motility of gemcitabine-resistant pancreatic cancer PANC-1 cells through the inhibition of epithelial-mesenchymal transition.29568909
      NQO1Anti-cancer effect of bio-reductive drug beta-lapachon is enhanced by activating NQO1 with heat shock.18283592
      H2AFY2Proteomic and bioinformatic analysis of condyloma acuminata: mild hyperthermia treatment reveals compromised HPV infectivity of keratinocytes via regulation of metabolism, differentiation and anti-viral responses.30909744
      JAM3Core temperature correlates with expression of selected stress and immunomodulatory genes in febrile patients with sepsis and noninfectious SIRS.19496026
      TGIF2Involvement of ERK1/2 signalling and growth-related molecules’ expression in response to heat stress-induced damage in rat jejunum and IEC-6 cells.20707649
      EGFEffect of hyperthermia on invasion ability and TGF-β1 expression of breast carcinoma MCF-7 cells.21455587
      NFE2Hyperthermia and protein homeostasis: cytoprotection and cell death.32716865
      • View popup
      Table 5

      Clinical and pathological features of colorectal cancer patients in 2 groups

      CharacteristicsSurgery (n = 16)Surgery + HIPEC (n = 6)Total (n = 22)
      Age
       Mean ± SD58.1 ± 13.554.2 ± 3.557.0 ± 11.7
       Range37–8250–6037–82
      Gender
       Male10313
       Female639
      Primary tumor site
       Ascending colon314
       Transverse colon101
       Descending colon101
       Sigmoid colon437
       Rectum729
      Drug used in HIPEC
       Mitomycin033
       Raltitrexed011
       Raltitrexed + mitomycin + oxaliplatin022
      Surgical modality
       Radical surgery14317
       Palliative surgery235
      TNM stage
       Stage I213
       Stage II426
       Stage III808
       Stage IV235
      Metastatic sites
       Liver224
       Adrenal gland101
       Abdominal cavity011
      CEA (normal: < 5.0 ng/mL)
       Normal9312
       Abnormal7310
      CA19-9 (normal: < 30 U/mL)
       Normal13417
       Abnormal325
      CA72-4 (normal: < 6.9 U/mL)
       Normal11415
       Abnormal527

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    Raltitrexed as a synergistic hyperthermia chemotherapy drug screened in patient-derived colorectal cancer organoids
    Lisi Zeng, Quanxing Liao, Haoran Zhao, Shengwei Jiang, Xianzi Yang, Hongsheng Tang, Qingjun He, Xiansheng Yang, Shuxian Fang, Jinfu He, Weiwen Cui, Laiqiang Huang, Shaohua Ma, Shuzhong Cui
    Cancer Biology & Medicine Aug 2021, 18 (3) 750-762; DOI: 10.20892/j.issn.2095-3941.2020.0566

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    Lisi Zeng, Quanxing Liao, Haoran Zhao, Shengwei Jiang, Xianzi Yang, Hongsheng Tang, Qingjun He, Xiansheng Yang, Shuxian Fang, Jinfu He, Weiwen Cui, Laiqiang Huang, Shaohua Ma, Shuzhong Cui
    Cancer Biology & Medicine Aug 2021, 18 (3) 750-762; DOI: 10.20892/j.issn.2095-3941.2020.0566
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    Keywords

    • colorectal cancer
    • Organoids
    • hyperthermia chemotherapy sensitization enhancement ratio
    • raltitrexed

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