Serum iron levels as a new biomarker in chemotherapy with leucovorin and fluorouracil plus oxaliplatin or leucovorin and fluorouracil plus irinotecan, with or without molecularly-targeted drugs

  • Authors:
    • Takumi Ochiai
    • Kazuhiko Nishimura
    • Tomoo Watanabe
    • Masayuki Kitajima
    • Akinori Nakatani
    • Takashi Inou
    • Hideki Shibata
    • Tsuyoshi Sato
    • Kenji Kishine
    • Shougo Seo
    • Satoshi Okubo
    • Shunji Futagawa
    • Satomi Mashiko
    • Isao Nagaoka
  • View Affiliations

  • Published online on: May 30, 2013     https://doi.org/10.3892/mco.2013.136
  • Pages: 805-810
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Abstract

Serum iron levels have been reported to increase following the administration of various anticancer drugs. an increase in serum iron levels during therapy with leucovorin and fluorouracil plus oxaliplatin (FOLFOX) or leucovorin and fluorouracil plus irinotecan (FOLFIRI) was also observed. The aim of this study was to investigate the correlation between serum iron levels and prognosis in advanced colorectal cancer (CRC) patients treated with FOLFOX/FOLFIRI ± molecularly‑targeted drugs. Serum iron levels were measured prior to and at 48 h after treatment with FOLFOX/FOLFIRI ± molecularly‑targeted drugs in 72 advanced CRC patients, all of whom succumbed to the disease between December, 2005 and February, 2012. No patients received radiotherapy. Taking the median rate of increase in serum iron levels as the cut‑off value in each therapy, the patients were divided into cohort I (increase rate greater than the cut‑off value in at least one therapy) or cohort II (increase rate less than the cut‑off value in all therapies). The χ2 test and the t‑test were used to compare patient characteristics between the two cohorts. Prognosis was evaluated between the two cohorts using the Kaplan‑Meier method, the log‑rank test and the Cox proportional hazards regression analysis. No significant bias in patient characteristics (including the frequency of chemotherapy or number of patients treated with molecularly‑targeted drugs) was observed between the two cohorts. Serum iron levels were transiently elevated following treatment (P<0.001), returning to baseline within 2 weeks. Median survival time (MST) in cohort I (n=44) and cohort II (n=28) was 430 and 377 days, respectively. The MST was significantly higher in cohort I (P=0.0382). The multivariate analysis identified a small increase in serum iron levels as an independent risk factor for overall survival (OS). These results suggest that serum iron levels may be used as a new predictive factor in FOLFOX/FOLFIRI ± molecularly‑targeted drug therapy. Serum iron levels may therefore prove to be a useful and convenient biomarker for OS in CRC patients.

Introduction

The prediction of the host response to an administered therapy by means of a serum biomarker may offer a useful and convenient prognostic or predictive factor in the planning of cancer treatment. Follézou and Bizon (1) reported an increase in serum iron levels following administration of various anticancer drugs, including 5-FU, actinomycin D, adriamycin and cyclophosphamide. Recently, we also reported a significant increase in serum iron levels during therapy with leucovorin and fluorouracil plus oxaliplatin (FOLFOX) or leucovorin and fluorouracil plus irinotecan (FOLFIRI). Moreover, the levels of aspartate aminotransferase, alanine aminotransferase and hemoglobin were unaffected and the levels of transferrin and ferritin were only minimally altered during chemotherapy, while a molecularly-targeted drug exerted no effect on serum iron levels (2).

The aim of this study was to investigate the correlation between serum iron levels and prognosis in advanced colorectal cancer (CRC) patients treated with FOLFOX/FOLFIRI ± molecularly-targeted drugs, in order to establish their potential as a new biomarker.

Patients and methods

Patients

Seventy-two patients with unresectable advanced or metastatic CRC were enrolled in this study. Treatments based on the Japanese Society for Cancer of the Colon and Rectum guidelines were administered to all the patients at our institution (3). Patients were treated with FOLFOX or FOLFIRI therapy alone or in combination with molecularly-targeted drugs (bevacizumab/cetuximab/panitumumab). All patients succumbed to their disease between December, 2005 and February, 2012. No patients received radiotherapy. Informed consent for the measurement of serum iron levels was obtained from the patients. Approval for this study was obtained from the Tobu Chiiki Hospital Institutional Review Board (no. 12.09.10. no. 2).

Serum iron levels

Serum iron levels were measured as part of routine blood analysis at our hospital laboratory prior to and 48 h after chemotherapy, to determine whether an adverse reaction had occurred. The normal range of serum iron levels was established as 60–210 μg/dl for men and 50–170 μg/dl for women. Changes in serum iron levels during chemotherapy were assessed. Taking the median rate of increase in serum iron levels as the cut-off value in each therapy, the patients were divided into two cohorts: cohort I (increase rate greater than the cut-off value in at least one therapy) or cohort II (increase rate less than the cut-off value in all therapies). Prognosis was prospectively evaluated and compared between the two cohorts.

Statistical analysis

Patient characteristics were compared between the two cohorts using the χ2 test (gender, number of patients treated with molecularly-targeted drugs, Dukes’ stage, histological type, primary tumor site and recurrence type) and the t-test (age and frequency of chemotherapy). The median survival time (MST) by cut-off value of serum iron levels was calculated by the Kaplan-Meier method. The overall survival (OS) curves of the two cohorts as determined by the cut-off value were compared by the log-rank test. The Cox proportional hazards regression analysis was used in the univariate and multivariate analyses of prognostic factors for OS. P<0.05 was considered to indicate a statistically significant difference. Data were expressed as the means ± SD and were analyzed using SPSS for Windows version 15 (SPSS Inc., Chicago, IL, USA).

Results

Patient characteristics and serum iron levels

The patient characteristics are shown in Table I. The typical pattern of change in the serum iron levels prior to and following each chemotherapy regimen is shown in Fig. 1. The serum iron levels were transiently elevated following treatment, returning to baseline within 2 weeks. The serum iron level was 68.16±32.46 μg/dl prior to treatment, increasing significantly to 185.87±80.11 μg/dl following treatment (1,454 blood samples, P<0.001, Fig. 2). The median increase rate in the serum iron levels (cut-off value) is shown in Table II. No significant bias in patient characteristics was observed between cohorts I (n=44) and II (n=28) (Table III).

Table I

Patient characteristics.

Table I

Patient characteristics.

VariablesValue
No. of patients72
Age in years [mean, (range)]70.1 (45–84)
Gender (male/female)41/31
Histological type
 Adenocarcinoma
  Well-differentiated8
  Moderately-differentiated50
  Poorly-differentiated4
 Mucinous carcinoma8
 Unknown2
Primary cancer site
 Colon/rectum54/18
Dukes’ stage (A/B/C/D)1/6/35/30
Recurrence type
 Lymph node4
 Liver33
 Local recurrence3
 Bone2
 Mediastinum1
 Lung12
 Unresectable7
 Peritoneum9
 Ovary1
Molecularly-targeted drug (+/−)29/43
Frequency of chemotherapy (range)21.5 (1–73)

Table II

Median increase rate in serum iron levels (cut-off values).

Table II

Median increase rate in serum iron levels (cut-off values).

ParametersFOLFOX4 (n=96)mFOLFOX6 (n=4)FOLFIRI (n=69)
Alone214.2% (n=65)577.3% (n=2)344.3% (n=41)
Molecularly-targeted drug190.2% (n=31)501.6% (n=2)395.3% (n=28)

[i] FOLFOX, leucovorin and fluorouracil plus oxaliplatin; FOLFOX4, day 1: oxaliplatin 85 mg/m2, L-leucovorin 100 mg/m2 (L-isomer form), fluorouracil bolus 400 mg/m2, fluorouracil infusion 600 mg/m2 for 22 h, day 2: L-leucovorin 100 mg/m2, fluorouracil bolus 400 mg/m2, fluorouracil infusion 600 mg/m2 for 22 h; mFOLFOX6, oxaliplatin 85 mg/m2, L-leucovorin 200 mg/m2, fluorouracil bolus 400 mg/m2, fluorouracil infusion 2,400 mg/m2 over 46 h; FOLFIRI, leucovorin and fluorouracil plus irinotecan; n, number of patients.

Table III

Patient characteristics.

Table III

Patient characteristics.

VariablesCohort ICohort IIP-value
No. of patients4428
Age in years [mean, (range)]71.8 (53–84)67.5 (45–81)0.062
Gender (male/female)27/1714/140.464
Histological type0.181
 Adenocarcinoma
  Well-differentiated44
  Moderately-differentiated3020
  Poorly-differentiated31
 Mucinous carcinoma71
 Unknown02
Primary cancer site
 Colon/rectum34/1020/80.463
Dukes’ stage (A/B/C/D)1/3/24/160/3/11/140.470
Recurrence type0.096
 Lymph node31
 Liver1914
 Local recurrence30
 Bone02
 Mediastinum01
 Lung102
 Unresectable25
 Peritoneum63
 Ovary10
Molecularly-targeted drug (+/−)21/238/200.141
Frequency of chemotherapy (range)23.6 (1–73)18.3 (1–41)0.113
Prognosis

The MST in cohorts I (n=44) and II (n=28) was 430 and 377 days, respectively. The MST was significantly higher in cohort I (P=0.0382) (Fig. 3). The results of univariate analysis are shown in Table IV. A significant difference was observed in the serum iron levels. Multivariate analysis identified a small increase in the serum iron levels as an independent risk factor for OS (Table V).

Table IV

Univariate analysis of overall survival.

Table IV

Univariate analysis of overall survival.

VariablesNo. of patientsHazard ratio95% CIP-value
Age (years)0.9640.574–1.6200.891
 <7551
 75≤21
Gender0.6220.378–1.0220.061
 Male42
 Female30
Histological type0.6570.364–1.1880.164
 Differentiated58
 Undifferentiated/unknown14
Primary site0.7200.417–1.2420.238
 Colon54
 Rectum18
Dukes’ stage1.2360.764–1.9990.388
 A/B/C42
 D30
Recurrence type1.7670.894–3.4940.102
 Local recurrence/Unresectable10
 Metastasis62
Serum iron level1.6861.023–2.7790.040
 Cohort I44
 Cohort II28

[i] CI, confidence interval.

Table V

Multivariate analysis of overall survival.

Table V

Multivariate analysis of overall survival.

VariablesNo. of patientsHazard ratio95% CIP-value
Age (years)1.2160.664–2.2290.526
 <7551
 75≤21
Gender0.5610.297–1.0610.075
 Male42
 Female30
Histological type0.5890.285–1.2190.154
 Differentiated58
 Undifferentiated/unknown14
Primary site0.7310.389–1.3750.331
 Colon54
 Rectum18
Dukes’ stage1.3330.789–2.2500.283
 A/B/C42
 D30
Recurrence type2.0960.960–4.5750.063
 Local recurrence/unresectable10
 Metastasis62
Serum iron level1.9611.143–3.3650.015
 Cohort I44
 Cohort II28

[i] CI, confidence interval.

Discussion

CRC is the third most common type of cancer worldwide and the fourth most common cause of cancer-related mortality (4). The OS rate in advanced CRC patients has increased over the past decade as a result of advances in chemotherapy. An increase in serum iron levels with the administration of various anticancer drugs was first reported several decades ago. We recently reported a significant increase in serum iron levels during FOLFOX or FOLFIRI therapy (2). In the present study, serum iron levels were investigated as a potential new biomarker of prognosis in chemotherapy.

Biomarkers play an important role in cancer diagnosis, prognosis, treatment and monitoring. Several biomarkers have been investigated with the development of new molecular biological techniques and advances in cancer biology. Preoperative increases in the serum levels of carcinoembryonic antigen, C-reactive protein (CRP), pro-inflammatory cytokine interleukin-6 (IL-6) and other markers have been reported to provide prognostic information (516). Prognostic factors for human CRC have been the focus of extensive investigation (1719). Serum biomarkers have attracted attention as they offer a minimally invasive and convenient tool for determining prognosis. Serum iron levels are determined during the course of routine blood analysis. Therefore, they are a potential easy-to-use biomarker for chemotherapy in advanced CRC patients.

Iron is essential to all human cells, playing an important role in numerous biological processes, such as electron and oxygen transport and DNA synthesis (20,21). However, excess iron poses a threat to cells and tissues due to its ability to catalyze the generation of reactive radicals (22). Therefore, serum iron levels are strictly regulated in the human body (23), mainly by the peptide hepcidin, which is produced in the liver (2426). Hepcidin is a key regulator of the metabolism of iron, controlling absorption and recycling (27,28). Hepcidin decreases intestinal iron absorption and increases its retention in reticuloendothelial cells (26). The target of hepcidin action is the iron exporter ferroportin, which is mainly present in the basolateral membranes of enterocytes and the cell membranes of macrophages and hepatocytes (29). Hepcidin is increased by iron loading and IL-6 and decreased by anemia or hypoxia (27,3033). The majority of the iron required by the bone marrow for erythropoiesis is provided by recycling iron from senescent red blood cells via macrophages.

In this study, serum iron levels were transiently elevated following chemotherapy, returning to baseline within 2 weeks. A number of factors may have contributed to this phenomenon. Erythropoiesis, which consumes the largest amount of iron in the body, exerting a profound effect on its distribution and metabolism, is suppressed by chemotherapy. The subsequent reduction in iron consumption for hemoglobin synthesis may have caused this transient increase in serum iron levels. Vokurka et al(34) observed an increase in the expression of hepcidin associated with the irradiation-induced suppression of erythropoiesis in mice. Continuous iron absorption in the gut and its release from macrophages is highly undesirable in situations where erythropoiesis is suppressed. Moreover, the increase in the expression of hepcidin was observed even in the presence of severe anemia due to inhibition of hematopoiesis by irradiation. Hemolysis and anemia decrease hepcidin expression only when erythropoiesis is functional. However, if erythropoiesis is arrested, even severe anemia does not lead to a decrease in hepcidin expression, which is significantly increased. Hepcidin expression during chemotherapy was not measured in the present study. However, if such an increase in the expression of hepcidin was triggered by chemotherapy, the underlying mechanism may be similar to that induced by irradiation.

There were several limitations to this study. First, the patient sample was limited. A larger patient sample may improve data quality. Second, although serum iron levels appear to be a biomarker for OS, the correlation between the increase in serum iron levels and prognosis has not been fully elucidated, nor has that between increases in CRP or IL-6 and prognosis. In addition to cancer cells, chemotherapy suppresses erythropoiesis. If an increase in serum iron levels is the result of suppression of erythropoiesis, this may also indicate suppression of cancer cell proliferation. Third, neither hepcidin as a key regulator of iron metabolism nor IL-6 as a main inducer of hepcidin expression were investigated in the present study. A study on a larger patient population is currently being planned to investigate the association of systemic iron metabolism with the clinical outcome of chemotherapy.

In conclusion, no significant difference was observed in the frequency of chemotherapy or the number of patients treated with molecularly-targeted drugs between the two cohorts. Cohort I exhibited a statistically significant improvement in prognosis. Furthermore, the multivariate analysis revealed that the change in serum iron levels was an independent predictive variable. These results suggest that serum iron levels may be a useful and convenient biomarker for OS in CRC patients.

Acknowledgements

The authors would like to thank Associate Professor Jeremy Williams, Tokyo Dental College, for his assistance with the English translation of this manuscript.

References

1 

Follézou JY and Bizon M: Cancer chemotherapy induces a transient increase of serum-iron level. Neoplasma. 33:225–231. 1986.PubMed/NCBI

2 

Mashiko S, Nagaoka I, Kitajima M, et al: Evaluation of serum iron levels during FOLFOX4 and FOLFIRI therapies. Exp Ther Med. 1:507–511. 2010.PubMed/NCBI

3 

Watanabe T, Itabashi M, Shimada Y, et al: Japanese Society for Cancer of the Colon and Rectum (JSCCR) guidelines 2010 for the treatment of colorectal cancer. Int J Clin Oncol. 17:1–29. 2012. View Article : Google Scholar : PubMed/NCBI

4 

Weitz J, Koch M, Debus J, et al: Colorectal cancer. Lancet. 365:153–165. 2005. View Article : Google Scholar

5 

Proctor MJ, Talwar D, Balmar SM, et al: The relationship between the presence and site of cancer, an inflammation-based prognostic score and biochemical parameters. Initial results of the Glasgow Inflammation Outcome Study. Br J Cancer. 103:870–876. 2010. View Article : Google Scholar

6 

McMillan DC: An inflammation-based prognostic score and its role in the nutrition-based management of patients with cancer. Proc Nutr Soc. 67:257–262. 2008. View Article : Google Scholar : PubMed/NCBI

7 

McMillan DC: Systemic inflammation, nutritional status and survival in patients with cancer. Curr Opin Clin Nutr Metab Care. 12:223–226. 2009. View Article : Google Scholar : PubMed/NCBI

8 

Roxburgh CS and McMillan DC: Role of systemic inflammatory response in predicting survival in patients with primary operable cancer. Future Oncol. 6:149–163. 2010. View Article : Google Scholar : PubMed/NCBI

9 

Balkwill F and Mantovani A: Inflammation and cancer: back to Virchow? Lancet. 357:539–545. 2001. View Article : Google Scholar : PubMed/NCBI

10 

Coussens LM and Werb Z: Inflammation and cancer. Nature. 420:860–867. 2002. View Article : Google Scholar : PubMed/NCBI

11 

Mantovani A, Romero P, Palucka AK and Marincola FM: Tumour immunity: effector response to tumour and role of the microenvironment. Lancet. 371:771–783. 2008. View Article : Google Scholar : PubMed/NCBI

12 

McDonald B, Spicer J, Giannais B, et al: Systemic inflammation increases cancer cell adhesion to hepatic sinusoids by neutrophil mediated mechanisms. Int J Cancer. 125:1298–1305. 2009. View Article : Google Scholar : PubMed/NCBI

13 

Colotta F, Allavena P, Sica A, et al: Cancer-related inflammation, the seventh hallmark of cancer: links to genetic instability. Carcinogenesis. 30:1073–1081. 2009. View Article : Google Scholar : PubMed/NCBI

14 

Marsik C, Kazemi-Shirazi L, Schickbauer T, et al: C-reactive protein and all-cause mortality in a large hospital-based cohort. Clin Chem. 54:343–349. 2008. View Article : Google Scholar : PubMed/NCBI

15 

Goldwasser P and Feldman J: Association of serum albumin and mortality risk. J Clin Epidemiol. 50:693–703. 1997. View Article : Google Scholar : PubMed/NCBI

16 

Deans C and Wigmore SJ: Systemic inflammation, cachexia and prognosis in patients with cancer. Curr Opin Clin Nutr Metab Care. 8:265–269. 2005. View Article : Google Scholar : PubMed/NCBI

17 

Tsushima H, Ito N, Tamura S, et al: Circulating transforming growth factor beta 1 as a predictor of liver metastasis after resection in colorectal cancer. Clin Cancer Res. 7:1258–1262. 2001.PubMed/NCBI

18 

Toiyama Y, Fujikawa H, Kawamura M, et al: Evaluation of CXCL10 as a novel serum marker for predicting liver metastasis and prognosis in colorectal cancer. Int J Oncol. 40:560–566. 2012.PubMed/NCBI

19 

Sharma R, Zucknick M, London R, et al: Systemic inflammatory response predicts prognosis in patients with advanced-stage colorectal cancer. Clin Colorectal Cancer. 7:331–337. 2008. View Article : Google Scholar : PubMed/NCBI

20 

Ponka P: Cellular iron metabolism. Kidney Int Suppl. 69:S2–S11. 1999. View Article : Google Scholar

21 

Aisen P, Enns C and Wessling-Resnick M: Chemistry and biology of eukaryotic iron metabolism. Int J Biochem Cell Biol. 33:940–959. 2001. View Article : Google Scholar : PubMed/NCBI

22 

Papanikolaou G and Pantopoulos K: Iron metabolism and toxicity. Toxicol Appl Pharmacol. 202:199–211. 2005. View Article : Google Scholar : PubMed/NCBI

23 

Knutson M and Wessling-Resnick M: Iron metabolism in the reticuloendothelial system. Crit Rev Biochem Mol Biol. 38:61–88. 2003. View Article : Google Scholar

24 

Krause A, Neitz S, Magert HJ, et al: LEAP-1, a novel highly disulfide-bonded human peptide, exhibits antimicrobial activity. FEBS Lett. 480:147–150. 2000.PubMed/NCBI

25 

Park CH, Valore EV, Waring AJ, et al: Hepcidin, a urinary antimicrobial peptide synthesized in the liver. J Biol Chem. 276:7806–7810. 2001. View Article : Google Scholar : PubMed/NCBI

26 

Kemna EH, Tjalsma H, Willems HL and Swinkels DW: Hepcidin: from discovery to differential diagnosis. Haematologica. 93:90–97. 2008. View Article : Google Scholar : PubMed/NCBI

27 

Pigeon C, Ilyin G, Courselaud B, et al: A new mouse liver-specific gene, encoding a protein homologous to human antimicrobial peptide hepcidin, is overexpressed during iron overload. J Biol Chem. 276:7811–7819. 2001. View Article : Google Scholar

28 

Nicolas G, Bennoun M, Devaux I, et al: Lack of hepcidin gene expression and severe tissue iron overload in upstream stimulatory factor 2 (USF2) knockout mice. Proc Natl Acad Sci USA. 98:8780–8785. 2001. View Article : Google Scholar : PubMed/NCBI

29 

Nemeth E, Tuttle MS, Powelson J, et al: Hepcidin regulates cellular iron efflux by binding to ferroportin and inducing its internalization. Science. 306:2090–2093. 2004. View Article : Google Scholar : PubMed/NCBI

30 

Nicolas G, Chauvet C, Viatte L, et al: The gene encoding the iron regulatory peptide hepcidin is regulated by anemia, hypoxia, and inflammation. J Clin Invest. 110:1037–1044. 2002. View Article : Google Scholar : PubMed/NCBI

31 

Nemeth E, Valore EV, Territo M, et al: Hepcidin, a putative mediator of anemia of inflammation, is a type II acute-phase protein. Blood. 101:2461–2463. 2003. View Article : Google Scholar : PubMed/NCBI

32 

Nemeth E, Rivera S, Gabayan V, et al: IL-6 mediates hypoferremia of inflammation by inducing the synthesis of the iron regulatory hormone hepcidin. J Clin Invest. 113:1271–1276. 2004. View Article : Google Scholar : PubMed/NCBI

33 

Pietrangelo A, Dierssen U, Valli L, et al: STAT3 is required for IL-6-gp130-dependent activation of hepcidin in vivo. Gastroenterology. 132:294–300. 2007. View Article : Google Scholar : PubMed/NCBI

34 

Vokurka M, Krijt J, Sulc K and Necas E: Hepcidin mRNA levels in mouse liver respond to inhibition of erythropoiesis. Physiol Res. 55:667–674. 2006.PubMed/NCBI

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Spandidos Publications style
Ochiai T, Nishimura K, Watanabe T, Kitajima M, Nakatani A, Inou T, Shibata H, Sato T, Kishine K, Seo S, Seo S, et al: Serum iron levels as a new biomarker in chemotherapy with leucovorin and fluorouracil plus oxaliplatin or leucovorin and fluorouracil plus irinotecan, with or without molecularly-targeted drugs. Mol Clin Oncol 1: 805-810, 2013.
APA
Ochiai, T., Nishimura, K., Watanabe, T., Kitajima, M., Nakatani, A., Inou, T. ... Nagaoka, I. (2013). Serum iron levels as a new biomarker in chemotherapy with leucovorin and fluorouracil plus oxaliplatin or leucovorin and fluorouracil plus irinotecan, with or without molecularly-targeted drugs. Molecular and Clinical Oncology, 1, 805-810. https://doi.org/10.3892/mco.2013.136
MLA
Ochiai, T., Nishimura, K., Watanabe, T., Kitajima, M., Nakatani, A., Inou, T., Shibata, H., Sato, T., Kishine, K., Seo, S., Okubo, S., Futagawa, S., Mashiko, S., Nagaoka, I."Serum iron levels as a new biomarker in chemotherapy with leucovorin and fluorouracil plus oxaliplatin or leucovorin and fluorouracil plus irinotecan, with or without molecularly-targeted drugs". Molecular and Clinical Oncology 1.5 (2013): 805-810.
Chicago
Ochiai, T., Nishimura, K., Watanabe, T., Kitajima, M., Nakatani, A., Inou, T., Shibata, H., Sato, T., Kishine, K., Seo, S., Okubo, S., Futagawa, S., Mashiko, S., Nagaoka, I."Serum iron levels as a new biomarker in chemotherapy with leucovorin and fluorouracil plus oxaliplatin or leucovorin and fluorouracil plus irinotecan, with or without molecularly-targeted drugs". Molecular and Clinical Oncology 1, no. 5 (2013): 805-810. https://doi.org/10.3892/mco.2013.136