Assessment of cell proliferation in renal cell carcinoma using dual‑phase 18F‑fluorodeoxyglucose PET/CT

  • Authors:
    • Rei Onishi
    • Masanori Noguchi
    • Hayato Kaida
    • Fukuko Moriya
    • Katsuaki Chikui
    • Seiji Kurata
    • Akihiko Kawahara
    • Masayoshi Kage
    • Masatoshi Ishibashi
    • Kei Matsuoka
  • View Affiliations

  • Published online on: June 11, 2015     https://doi.org/10.3892/ol.2015.3372
  • Pages: 822-828
Metrics: Total Views: 0 (Spandidos Publications: | PMC Statistics: )
Total PDF Downloads: 0 (Spandidos Publications: | PMC Statistics: )


Abstract

The present study aimed to examine the association between 18F‑fluorodeoxyglucose (18F‑FDG) uptake and cell proliferation markers; in addition, the correlation between 18F‑FDG uptake and biological characteristic in patients with renal cell carcinoma (RCC) was investigated using dual‑phase 18F‑FDG‑positron emission tomography/computed tomography (PET/CT). Dual‑phase 18F‑FDG PET/CT was performed on 31 RCC patients and the maximum standardized uptake values at 1 h (SUV1) and 2 h (SUV2) as well as the retention index (RI; %) in the primary tumors were calculated. Monoclonal antibodies for Ki‑67, minichromosome maintenance 2 (MCM2) and topoisomerase II α (topo II α) were used to assess the expression levels of their respective proteins in excised tumor tissue using immunohistochemistry. The results demonstrated that RI and SUV2 in patients with Stage I/II + grade 1 (G1) RCC were significantly decreased compared with all patients with other stages/grades (RI, P=0.0065; SUV2, P=0.043); in addition, significantly increased uptake and RI were detected in patients with metastases compared with patients without metastases (SUV1, P=0.029; SUV2, P=0.0003; RI, P<0.001). All proliferation markers significantly correlated with RI (Ki‑67, r=0.501, P=0.004; MCM2, r=0.359, P=0.047; topo II α, r=0.402, P=0.024), while SUV1 and SUV2 correlated with Ki‑67 only. In conclusion, the results of the present study demonstrated that dual‑phase 18F‑FDG‑PET/CT was more useful for predicting cell proliferation in RCC compared with single‑phase imaging alone. However, follow‑ups are required in order to determine whether dual‑phase 18F‑FDG‑PET/CT provides independent prognostic information.

Introduction

18F-fluorodeoxyglucose (18F-FDG)-positron emission tomography (PET) is useful for evaluation of post-surgical recurrence and distant metastasis, therapeutic response to multikinase inhibitor in metastatic renal carcinoma, and prediction of prognosis for advanced renal cell carcinoma (RCC) (14). However, the utility of 18F-FDG-PET for evaluating primary tumors is controversial. As the urinary tract is the major excretion route of 18F-FDG, high background activity may mask uptake by primary lesions; therefore, the sensitivity, specificity and accuracy for primary RCCs have been variable in previous studies (1,5).

Tumor cell proliferation has been reported to correlate with tumor growth and patient prognosis (6). Commonly used immunohistochemical cell proliferation markers include Ki-67 antigen, minichromosome maintenance protein 2 (MCM2) and topoisomerase II α (topo II α) (710). The Ki-67 antigen expression is indicative of the proportion of active cells throughout the cell cycle, which makes it an excellent marker for determining the growth fraction of cell populations (7). MCM2 is a superior marker to Ki-67 for assessment of the cell cycle, pathological factors and prognosis in RCC patients (8). Topo II α was reported to be a potential marker of anticancer agent efficacy; in addition, its marked expression in highly malignant RCCs suggests a potential therapeutic use for topo II α inhibitors (9,10).

Correlations between tumor cell proliferation and 18F-FDG uptake have been investigated in various malignant tumors (11). However, to the best of our knowledge, the association between tumor cell proliferation and 18F-FDG uptake in RCC patients remains to be elucidated. The aim of the present study was to evaluate the association between 18F-FDG uptake, cellular proliferation markers and tumor behavior in RCC patients.

Materials and methods

Patients

Eligibility for recruitment into the present study required a histological diagnosis of RCC. Clinical staging was performed using 18F-FDG-PET/computed tomography (CT), magnetic resonance imaging (MRI), contrast-enhanced CT and ultrasound prior to surgery. Clinical and pathological staging (Stage I–IV) was based on the International Union Against Cancer 2009 tumor-node-metastasis (TNM) classification (12). Histopathological grading was determined on the basis of Fuhrman grade classification; grades (G) ranged from G1-4 (13). All patients were required to undergo 18F-FDG-PET/CT for determining the clinical staging. Exclusion criteria included: An acute infection; a history of severe allergic reactions; pulmonary, cardiac or other systemic diseases; prior neoadjuvant targeted therapy; tumor size of <10 mm, due to the resolution limits of the PET/CT apparatus; and other inappropriate conditions for enrollment, as judged by clinicians. A total of 38 patients with suspected RCC underwent dual-phase 18F-FDG-PET/CT prior to surgery at Kurume University Hospital between July 2011 and November 2012; RCC was confirmed in 31 of the 38 patients, who were subsequently enrolled in the present study. The study was conducted in accordance with the Declaration of Helsinki and approved by the Kurume University School of Medicine Ethics Committee (approval no. 11041; Kurume, Japan). All participants provided written informed consent prior to participating in the present study.

18F-FDG-PET/CT imaging acquisition

A Gemini-GXL 16 integrated full-ring PET/CT scanner (Philips Medical Systems, Inc., Cleveland, OH, USA) was used for data acquisition. Patients fasted for 4 h prior to 18F-FDG injection; intake of sugar-free liquids was permitted. Prior to examination, the patients consumed 500 ml water in order to enhance renal 18F-FDG elimination. Prior to 18F-FDG administration, 3–5 ml blood was drawn from medial cubital vein of patient, and blood glucose levels were measured with a blood glucose measuring instrument (One Touch Ultra Vue; Johnson & Johnson, Tokyo, Japan). The median blood glucose level was 105 mg/dl (range, 78–119; normal range, 70–109). Patients were administered 0.12 mCi/kg 18F-FDG (median, 8.04 mCi; range, 4.80–9.88 mCi) via the antecubital vein. All patients rested quietly for a mean duration of 60.73±4.76 min (range, 50–74 min) between 18F-FDG injection and whole-body imaging. Non-contrast whole-body full-dose CT scans were initially acquired, using the following parameters: 200 mAs; 120 kV; 0.75 sec/tube rotation; slice thickness, 3 mm; scan length, 940 mm; and data acquisition time, 40 sec. CT scans were acquired during breath-holding in the expiratory phase. Immediately following CT acquisition, PET scans from the auditory meatus to the mid-thigh were acquired, with a time of 2 minutes 30 sec per cradle position using the three-dimensional acquisition mode. The total acquisition time was ~30 min. Images were reconstructed using the standard reconstruction protocol (14). Delayed imaging from the level of the liver to the kidneys was performed at a mean of 124.60±7.73 min (range, 110–138 min) following the administration of 18F-FDG using identical parameters.

18F-FDG PET/CT image analysis

A nuclear medicine physician with nuclear medicine experience of 17 years (Dr Hayato Kaida) and a nuclear medicine physician with 30 years of nuclear medicine experience (Professor Masatoshi Ishibashi) independently evaluated the whole-body PET/CT images for the presence of abnormally increased uptake in the kidney. Images were displayed on a Philips PET/CT workstation (Philips Medical Systems, Inc., Cleveland, OH, USA). A volume of interest (VOI) was placed over areas of abnormal uptake on axial images in order to calculate the maximum standardized uptake value (SUVmax) from the whole tumor. The VOI was drawn with reference to the 18F-FDG-PET image of PET/CT, CT image of PET/CT and contrast-enhanced CT or MRI. This was adjusted manually by visually inspecting the primary tumor outline in order to avoid overlapping with adjacent 18F-FDG-avid structures or the interference of substances with physiological uptake, such as urine. The SUVmax (in ng/ml) of RCC-associated accumulation was calculated at 1 h (SUV1) and 2 h (SUV2) following the administration of 18F-FDG. The retention index (RI) was calculated as follows: RI (%)=[(SUV2-SUV1) / SUV1] × 100.

Immunohistochemistry

Patients underwent radical nephrectomy (35 cases), partial nephrectomy (2 cases) or biopsy (1 case), and resected specimens were routinely fixed in 10% formaldehyde and embedded in paraffin. Two tissue cores (diameter, 1 mm; height, 5 mm) were taken from the primary block for each sample to construct tissue microarrays (TMA), as previously described (15). Paraffin-embedded tissue samples were cut (3-µm thick) from the TMA blocks and incubated mouse monoclonal anti-Ki-67 (1:100; clone MIB-1; cat. no. M7240; Dako, Glostrup, Denmark), anti-MCM2 (1:400; clone BM28; cat. no. 610700; BD Transduction Laboratories, Lexington, KY, USA) and anti-topo II α (1:100; clone 3F6; cat. no. NCL-TOPO IIA; Novocastra, Newcastle, UK) primary antibodies overnight at 4°C. The BenchMark ULTRA automated system (Ventana Medical Systems, Inc., Tucson, AZ, USA) was used for Ki-67 immunostaining. Briefly, each slide was heat-treated using a Ventana CC1 retrieval solution for 60 min at 95°C, and then incubated with the Ki-67 antibody for 30 min at 37°C. The automated system used the Ventana UltraView DAB detection kit with polyclonal goat horseradish peroxidase-conjugated secondary antibody with 3,3′diaminobenzidine (DAB) as the chromogen (Ventana iVIEW DAB detection kit; Ventana Medical Systems, Inc.). Next, each slide was incubated with secondary antibody for 30 min at 37°C. Immunostaining for MCM2 and TOPIIα were performed on the same, fully-automated Bond-Max System (Leica Microsystems, Ltd., Newcastle, UK) using onboard heat-induced antigen retrieval with epitope retrieval solution 2 (Leica Microsystems, Ltd.) for 30 min at 99°C, and incubated with each antibody for 30 min at room temperature. This automated system used a Refine polymer Detection kit (Leica Microsystems, Ltd.) with horseradish peroxidase-conjugated polyclonal anti-mouse or rabbit IgG secondary antibody and DAB as the chromogen. The slides were incubated with secondary antibody for 30 min at room temperature, then visualized using DAB.

The immunohistochemical staining of Ki-67, MCM2 and topo II α was independently evaluated by two experienced observers without prior knowledge of the clinical parameters or patient conditions. Using a Provis AX80 microscope (Olympus Corporation, Tokyo, Japan), an average of 1,000 nuclei were counted per slide (magnification, x400): Labeling index (LI; %) = (number of positive-staining nuclei/total number of cells counted) × 100.

Distant metastasis and follow up

When metastatic bone tumors were indicated by 18F-FDG-PET/CT, contrast-enhanced MRI and bone scintigraphy were performed to confirm bone metastasis. When liver tumors or lung metastasis were indicated by 18F-FDG-PET/CT, these metastatic tumors were confirmed by contrast-enhanced abdominal CT and chest CT. Clinical/radiographic follow-up was performed every 3 months using CT or MRI.

Statistical analysis

Spearman's rank correlation test was performed to assess any association between dual-phase 18F-FDG-PET/CT parameters (SUV1, SUV2 and RI) and each cell proliferation marker (Ki-67, MCM2 and topo II α). The Wilcoxon rank sum test was performed to compare the dual-phase 18F-FDG-PET/CT parameters of tumor behavior (metastasis vs. without metastasis; Stage I/II+G1 vs. other stages/grades). Intra-class correlation coefficient (ICC) was obtained from the SUVmax of both early and delayed images and RI index to assess the intra- and inter-observer reproducibility by two nuclear physicians. Statistical analyses were performed using SAS software, version 9.3 (SAS Institute Inc., Cary, NC, USA). P<0.05 was considered to indicate a statistically significant difference between values.

Results

Patient and tumor characteristics

Dual-phase 18F-FDG-PET/CT was performed on 38 patients with suspected primary RCC. Between July 2011 and November 2012, 37 of these patients underwent surgical resection. The remaining patient underwent a percutaneous core needle biopsy, as the RCC was Stage IV (clinical T4N2M1); this patient was included in the present study, as the histopathological finding of RCC was obtained from all five biopsy sites. A total of 32 patients were pathologically diagnosed with RCC; 6 of the 38 patients had benign tumors (angiomyolipoma, n=4; cyst, n=2) and one patient with RCC was excluded from the present study, as they underwent neoadjuvant chemotherapy prior to surgery. In total, 31 patients (22 males and 9 females) were included in the study. The median age was 66 years (range, 41–88 years). Eight patients had either solely distant metastases (n=6) or both lymph node and distant metastases (n=2). The majority of tumors were clear cell carcinoma (n=26, 84%). Patient and tumor characteristics are shown in Table I.

Table I.

Patient and tumor characteristics.

Table I.

Patient and tumor characteristics.

Characteristicn (%)
Gender
  Male22 (71.0)
  Female  9 (29.0)
Pathological T stage
  T1a15 (48.0)
  T1b  7 (23.0)
  T2  3 (10.0)
  T3  5 (16.0)
  T4  0 (0.0)
  Tx  1 (3.0)
Metastasis status
  Positive  8 (26.0)
  Negative23 (74.0)
Pathological stage
  I19 (61.0)
  II  2 (6.5)
  III  2 (6.5)
  IV  8 (26.0)
Pathological type
  Clear cell carcinoma26 (84.5)
  Papillary carcinoma  2 (6.5)
  Chromophobe carcinoma  1 (3.0)
  Carcinoma of collecting duct  1 (3.0)
  Unclassified  1 (3.0)
Fuhrman classification
  G113 (42.0)
  G216 (53.0)
  G3  1 (3.0)
  G4  1 (3.0)

[i] Median age of patients, 66 years (range, 41–88 years); n=31. T, tumor; G, grade; Tx, unknown pathological T stage (patient diagnosed by biopsy; no resection).

18F-FDG accumulation in RCC patients

The median SUV1 was 2.53 ng/ml [25th and 75th percentiles of the interquartile range (IQR), 1.92–3.49] and the median SUV2 was 2.32 ng/ml (IQR, 1.64–3.20). The median RI (%) of all patients was −6.62 (IQR, −20.15–2.84). While SUV1 significantly correlated with SUV2 (r=0.92, P<0.001), it did not correlate with RI (r=0.29, P=0.11); however, SUV2 correlated with RI (r=0.55, P=0.001). The blinded intra- and inter-observer reliability analysis for the SUVmax and RI revealed intra-class correlation coefficients between readers of 0.93 (SUVmax of early image), 0.96 (SUVmax of delayed image) and 0.947 (RI), which were all significant (P<0.001).

Associations between tumor characteristics and 18F-FDG uptake parameters

SUV1 and RI were compared between patients with (n=8) and without metastases (n=23), as well as between patients with Stage I/II+G1 lesions (n=13) and other stages/grades (n=18) (Fig. 1). SUV1 and SUV2 demonstrated significantly higher accumulation and RI showed a significantly higher value in the group with metastases compared with the group without metastases (SUV1, P=0.029; SUV2, P<0.001; RI, P<0.001). No significant difference in SUV1 was observed between patients with Stage I/II+G1 lesions and those with other stages/grades (P=0.14). However, RI and SUV2 were significantly lower in the Stage I/II+G1 group (RI, P=0.0065; SUV2, P=0.0432).

Expression of cellular proliferation markers

The expression of the cellular proliferation-associated proteins Ki-67, MCM2 and topo II α was observed as dense immunostaining of the nucleus, whereas an absence of dense staining was observed in the cytoplasm and cell membrane. The median expression rates of Ki-67, MCM2 and topo II α, as measured by LI (%), were 2.9 (IQR, 2.0–5.4), 30.0 (IQR, 10.0–65.0) and 1.6 (IQR, 0.1–3.2), respectively. LI was significantly higher in patients with metastases compared with those without metastases (Ki-67, P<0.001; MCM2, P<0.001; and topo II α, P=0.003) (Table II).

Table II.

Association between cell proliferation markers and metastasis status.

Table II.

Association between cell proliferation markers and metastasis status.

Labelling index, %

MarkerMetastasis (n=8)No metastasis (n=23)P-value
Ki-679.8 (5.00–16.25)2.4 (1.88–3.28)<0.001
MCM280.0 (55.00–90.00)15.0 (5.00–36.25)<0.001
Topo II α6.5 (1.30–11.50)0.9 (0.10–2.25)   0.003

[i] Values are presented as the median with 25th and 75th percentiles of the IQR. IQR, interquartile range; MCM2, minichromosome maintenance 2; topo II α, topoisomerase II α.

Correlations between 18F-FDG uptake and cell proliferation markers expression

SUV1 demonstrated a significant positive correlation with Ki-67 LI (r=0.621, P<0.001); however, no significant correlation was observed with MCM2 (r=0.225, P=0.22) or topo II α (r=0.16, P=0.38). SUV2 also had a significant positive correlation with Ki-67 LI (r=0.645, P<0.001), although this was not correlated with MCM2 (r=0.261, P=0.15) or topo II α (r=0.0175, P=0.34). RI exhibited a significant positive correlation with all cell proliferation markers (LI: Ki-67, r=0.504, P=0.0038; MCM2, r=0.372, P=0.039; topo II α, r=0.412, P=0.021). Representative 18F-FDG-PET/CT and immunohistochemical staining results for Ki-67, MCM2 and topo II α expression in RCC patients are shown in Fig. 2 [results from one patient, aged 79 years: SUV1, 11.97 ng/ml; SUV2, 14.97 ng/ml; RI, 25.06; strong expression of Ki-67 (21.5%), MCM2 (80.0%) and topo II α (12.8%)].

Distant metastasis

A total of eight patients had distant metastases, including bone metastasis (n=5), lung metastasis (n=3) and liver metastasis (n=1), of which one patient had liver and bone metastases. The positive findings of 18F-FDG uptake in bone metastasis were observed in all five patients and the positive finding of 18F-FDG uptake in liver metastasis was observed in one patient. 18F-FDG PET/CT revealed that one of the three suspected lung metastasis patients had 18F-FDG avid metastatic lung tumors; however, these were not observed in the other two patients. Metastatic lung tumors were diagnosed by chest CT. One of the five suspected bone metastasis patients was confirmed to have bone metastasis through pathological procedure and MRI. The mean duration for clinical/radiographic follow-up was 640.5±258.7 days (range, 246–1055 days). Mortality occurred in two of the eight patients due to metastatic tumor progression or local recurrence. Seven metastatic tumor patients were treated with molecular target therapy and five bone metastatic bone tumor patients were treated with radiotherapy, denosmab and bisphosphonate.

Discussion

The association between cancer cell proliferation and 18F-FDG uptake has been reported in numerous solid malignancies (1619). In addition, previous studies have investigated the association between Ki-67 expression and 18F-FDG uptake in cancer cells (20). The present study aimed to identify a correlation between two additional markers, MCM2 and topo II α, and 18F-FDG uptake in order to quantify the proliferation activity of cancer cells at all stages of the cell cycle. These three cell proliferation markers have previously been associated with tumor aggressiveness in RCC (2123). In the current study, MCM2 demonstrated the highest expression of all proteins; in addition, its LI was significantly higher in patients with metastases for all proteins compared with patients without metastases, which supported previous findings (8,2123). Dual-phase imaging is reported to improve the lesion-to-background ratio due to a gradual decrease in background activity (24,25). Aide et al (25) noted higher lesion-to-background contrast on delayed images in an RCC patient. Wahl et al (26), using a nude mouse model, reported that the tumor-to-background ratio increased continuously with time. Therefore, dual-phase scans in the present study were performed based on these past reports.

In the current study, SUV1 and SUV2 were found to be significantly correlated with Ki-67 expression, although they did not correlate with MCM2 and topo II α expression. By contrast, RI significantly correlated with Ki-67, MCM2 and topo II α expression. Wong et al (27) reported that 18F-FDG and 3-Deoxy-3-[18F]-fluorothymidine uptake were significantly correlated with Ki-67 expression and that 18F-FDG uptake in RCC was associated with cell proliferation. The results of the present study demonstrated that SUV1 was correlated with Ki-67 expression; these findings are in agreement with previous studies which reported that SUV1 was correlated with glucose transporter (GLUT)-1 expression and SUV2 correlated with GLUT-1 as well as hexokinase (HK-II) expression (2830). RI is linked with HK-II expression and is a known marker of phosphorylation (28). The current study found that SUV1 significantly correlated with SUV2, but not with RI; in addition, SUV2 correlated with RI. Therefore, in RCC, HK-II expression may be associated with SUV2 but not with SUV1. All eight cases with distant metastases had increases in RI. In addition, RI correlated with Ki-67 expression, Topo II α and MCM2, whilst SUV1 and SUV2 correlated with Ki-67 expression alone, suggesting that RI may be more useful for predicting cell proliferation of RCC than SUVmax. A previous study reported that RI is linked with hexokinase expression and that RI is a marker of phosphorylation (28). These data indicate that hexokinase and phosphorylation rate may be more closely associated with cell proliferation in RCC. However, immunohistochemical staining of hexokinase was not performed in the present study, and the relationship between RI and hexokinase expression should be investigated in the future.

In the present study, the SUV2 and RI of patients with metastases were significantly higher compared with those patients without metastases. The SUV2 and RI of the patients with Stage I/II+G1 lesions were significantly lower compared with patients with other stages/grades; however, SUV1 was not significantly altered. Ozülker et al (31) suggested that the Fuhrman grade of 18F-FDG uptake-positive patients was increased compared with that of 18F-FDG uptake-negative RCC patients (31). Ho et al (32) reported that the SUVmax in high-grade RCCs was higher compared with that in low-grade tumors. In the present study, the SUV2 values of eight patients with distant metastases were significantly higher than the SUV1 values, suggesting a link between tumor behavior and SUV2 or RI. This therefore indicated that SUV2 and RI may reflect tumor aggressiveness more accurately than SUV1.

The association between RI and cell proliferation markers or tumor behavior has been investigated in previous studies. In malignant lymphoma, dual-phase 18F-FDG-PET/CT was reported to be useful for predicting cell proliferation due to its significant correlation with Ki-67 expression and RI (33). In breast cancer patients, RI was demonstrated to be more closely associated with biologic and clinical parameters, including Ki-67 expression, histologic grade and Her-2 expression, compared with SUVmax (34). RI may therefore be a useful marker for predicting cell proliferation and clinicopathological factors.

The mechanism of 18F-FDG uptake by RCC is controversial. Aide et al (25) suggested that 18F-FDG uptake by RCC may be associated with tumor size, but not with tumor grade. The present data suggested that tumor cell proliferation may contribute to 18F-FDG uptake in RCC; however, further investigation is required.

There are certain limitations in the present study. The number of RCC patients included in the study was small; however, to the best of our knowledge, previous studies regarding dual-phase 18F-FDG-PET imaging in RCC patients were also limited. Aide et al (25) used only one case and Ozülker et al (31) used 18 cases. Therefore, the present study has an increased number of RCC patients compared with these previous studies and was the first to research the association between RI and certain cell proliferation markers. In addition, the associations between practical prognosis and RI or cell proliferation markers have not been investigated. The association between prognosis of RCC and 18F-FDG uptake have been previously reported (35); however, the association between the prognosis and 18F-FDG uptake in addition to cell proliferation markers have not been investigated. If the prognosis of RCC patients may be predicted using RI and cell proliferation markers, the resultant data may have an impact on the management of therapy in RCC patients. The analysis of the prognosis of RCC using RI and cell proliferation markers should therefore be further investigated in a larger population of RCC patients.

In conclusion, dual-phase 18F-FDG-PET/CT is more useful for predicting cell proliferation in RCC compared with single-phase imaging alone. In addition, RI is a noninvasive and useful marker for predicting cell proliferation and tumor behavior in preoperative RCC patients.

Acknowledgements

The present study was supported, in part, by Grants-in-Aid (KAKENHI) of the Ministry of Education, Culture, Sports, Science and Technology of Japan (no. 22591782 to Professor Masanori Noguchi, Department Urology, Clinical Research Division, Research Center for Innovative Cancer therapy, Kurume University School of Medicine).

References

1 

Lawrentschuk N, Davis ID, Bolton BM and Scott AM: Functional imaging of renal cell carcinoma. Nat Rev Urol. 7:258–266. 2010. View Article : Google Scholar : PubMed/NCBI

2 

Kumar R, Shandai V, Shamim SA, Jeph S, Singh H and Malhotra A: Role of FDG PET-CT in recurrent renal cell carcinoma. Nucl Med Commun. 31:844–850. 2010.PubMed/NCBI

3 

Minamimoto R, Nakaigawa N, Tateishi U, et al: Evaluation of response to multikinase inhibitor in metastatic renal cell carcinoma by FDG PET/contrast-enhanced CT. Clin Nucl Med. 35:918–923. 2010. View Article : Google Scholar : PubMed/NCBI

4 

Namura K, Minamimoto R, Yao M, Makiyama K, et al: Impact of maximum standardized uptake value (SUVmax) evaluated by 18-Fluoro-2-deoxy-D-glucose positron emission tomography/computed tomography (18F-FDG-PET/CT) on survival for patients with advanced renal cell carcinoma: A preliminary report. BMC Cancer. 10:6672010. View Article : Google Scholar : PubMed/NCBI

5 

Wang HY, Ding HJ, Chen JH, et al: Meta-analysis of the diagnostic performance of [18F]FDG-PET and PET/CT in renal cell carcinoma. Cancer Imaging. 12:464–474. 2012. View Article : Google Scholar : PubMed/NCBI

6 

Mitsudomi T, Hamajima N, Ogawa M and Takahashi T: Prognostic significance of p53 alterations in patients with non-small cell lung cancer: A meta-analysis. Clin Cancer Res. 6:4055–4063. 2000.PubMed/NCBI

7 

Gerdes J, Schwab U, Lemke H and Stein H: Production of a mouse monoclonal antibody reactive with a human nuclear antigen associated with cell proliferation. Int J Cancer. 31:13–20. 1983. View Article : Google Scholar : PubMed/NCBI

8 

Rodins K, Cheale M, Coleman N and Fox SB: Minichromosome maintenance protein 2 expression in normal kidney and renal cell carcinomas: Relationship to tumor dormancy and potential clinical utility. Clin Cancer Res. 8:1075–1081. 2002.PubMed/NCBI

9 

Gianni L, Norton L, Wolmark N, Suter TM, Bonadonna G and Hortobagyi GN: Role of anthracyclines in the treatment of early breast cancer. J Clin Oncol. 27:4798–4808. 2009. View Article : Google Scholar : PubMed/NCBI

10 

Albadine R, Wang W, Brownlee NA, et al: Topoisomerase II alpha status in renal medullary carcinoma: Immune-expression and gene copy alterations of a potential target of therapy. J Urol. 182:735–740. 2009. View Article : Google Scholar : PubMed/NCBI

11 

Murakami S, Saito H, Sakuma Y, Mizutani Y, et al: Correlation of 18F-fluorodeoxyglucose uptake on positron emission tomography with Ki-67 index and pathological invasive area in lung adenocarcinomas 30 mm or less in size. Eur J Radiol. 75:e62–e66. 2010. View Article : Google Scholar : PubMed/NCBI

12 

Sobin LH, Gospodarowicz MK and Wittekind CH: International Union Against Cancer: TNM Classification of Malignant Tumors. 7th. Wiley-Blackwell; Baltimore, MD: pp. 253–257. 2009

13 

Fuhrman SA, Lasky LC and Limas C: Prognostic significance of morphologic parameters in renal cell carcinoma. Am J Pathol. 6:655–663. 1982. View Article : Google Scholar

14 

Groheux D, Martineau A, Vrigneaud JA, et al: Effect of variation in relaxation parameter value on LOR-RAMLA reconstruction of 18F-FDG PET studies. Nucl Med Commun. 30:926–933. 2009. View Article : Google Scholar : PubMed/NCBI

15 

Noguchi M, Yao A, Harada M, et al: Immunological evaluation of neoadjuvant peptide vaccination before radical prostatectomy for patients with localized prostate cancer. Prostate. 67:933–942. 2007. View Article : Google Scholar : PubMed/NCBI

16 

Dooms C, van Baardwijk A, Verbeken E, et al: Association between 18F-fluoro-2-deoxy-d-glucose uptake values and tumor vitality: Prognostic value of positron emission tomography in early stage non-small cell lung cancer. J Thorac Oncol. 4:822–828. 2009. View Article : Google Scholar : PubMed/NCBI

17 

Folpe AL, Lyles RH, Sprouse JT, Conrad EU III and Eary JF: (F-18) fluorodeoxyglucose positron emission tomography as a predictor of pathologic grade and other prognostic variables in bone and soft tissue sarcoma. Clin Cancer Res. 6:1279–1287. 2000.PubMed/NCBI

18 

Watababe Y, Suefuji H, Hirose Y, et al: 18F-FDG uptake in primary gastric malignant lymphoma correlates with glucose transporter-1 and histologic malignant potential. Int J Hematol. 97:43–49. 2013. View Article : Google Scholar : PubMed/NCBI

19 

Kim BS and Sung SH: Usefulness of 18F-FDG uptake with clnicopathological and immunohistochemical prognostic factors in breast cancer. Ann Nucl Med. 26:175–183. 2012. View Article : Google Scholar : PubMed/NCBI

20 

Nguyen XC, Lee WW, Chung JH, et al: FDG uptake, glucose transporter type 1, and Ki-67 expressions in non-small cell lung cancer: Correlations and prognostic values. Eur J Radiol. 62:214–219. 2007. View Article : Google Scholar : PubMed/NCBI

21 

Dekel Y, Frede T, Kugel V, Neumann G, Rassweiler J and Koren R: Human DNA topoisomerase II-alpha expression in laparoscopically treated renal cell carcinoma. Oncol Rep. 14:271–274. 2005.PubMed/NCBI

22 

Kankuri M, Söderström K, Pelliniemi T, Vahlberg T, Pyrhönen S and Salminen E: The association of immunoreactive P53 and Ki-67 with T-stage, grade, occurrence of metastases and survival in renal cell carcinoma. Anticancer Res. 26:3825–3833. 2006.PubMed/NCBI

23 

Dudderidge TJ, Stoeber K, Loddo M, et al: Mcm 2, Geminin, and Ki-67 define proliferative state and are prognostic markers in renal cell carcinoma. Clin Cancer Res. 11:2510–2517. 2005. View Article : Google Scholar : PubMed/NCBI

24 

Cheng G, Torigian DA, Zhuang H and Alavi A: When should we recommend use of dual time-point and delayed time-point imaging techniques in FDG-PET? Eur J Nucl Med Mol Imaging. 40:779–787. 2013. View Article : Google Scholar : PubMed/NCBI

25 

Aide N, Cappele O, Bottet P, et al: Efficiency of [18F] FDG PET in characterizing renal cancer and detecting distant metastases: A comparison with CT. Eur J Nucl Med Mol Imaging. 30:1236–1245. 2003. View Article : Google Scholar : PubMed/NCBI

26 

Wahl RL, Harney J, Hutchins G and Grossman HB: Imaging of renal cancer using positron emission tomography with 2-deox-2-(18-F)-fluoro-D-glucose: Pilot animal and human studies. J Urol. 146:1470–1474. 1991.PubMed/NCBI

27 

Wong PK, Lee ST, Murone C, et al: In vivo imaging of cellular proliferation in renal cell carcinoma using 18F-fluorothymidine PET. Asia Oceania J Nucl Med Biol. 2:3–11. 2014.

28 

Higashi T, Saga T, Nakamoto Y, et al: Relationship between retention index in dual phase 18F-FDG PET and hexokinase-II and glucose transporter1 expression in pancreatic cancer. J Nucl Med. 43:173–180. 2002.PubMed/NCBI

29 

Zhao S, Kuge Y, Mochizuki T, et al: Biologic correlates of intratumoral heterogeneity in 18F-FDG distribution with regional expression of glucose transporters and hexokinase-II in experimental tumor. J Nucl Med. 46:675–682. 2005.PubMed/NCBI

30 

Waki A, Kato H, Yano R, et al: The importance of glucose transporter activity as the rate-limiting step of 2-deoxygluoce uptake in tumors cells in vitro. Nucl Med Biol. 25:593–597. 1998. View Article : Google Scholar : PubMed/NCBI

31 

Ozülker T, Ozülkar F, Ozbek E and Ozpaçaci T: A prospective diagnostic accuracy study of F-18 fluorodeoxyglucose-positron emission tomography/computed tomography in the evaluation of indeterminate renal masses. Nucl Med Commun. 32:265–272. 2011. View Article : Google Scholar : PubMed/NCBI

32 

Ho CL, Chen S, Ho KM, et al: Dual-tracer PET/CT in renal angiomyolipoma and subtypes of renal cell carcinoma. Clin Nucl Med. 37:1075–1082. 2012. View Article : Google Scholar : PubMed/NCBI

33 

Chang CC, Cho SF, Chen YW, Tu HP, Lin CY and Chang CS: SUV on dual-phase FDG PET/CT correlates with the Ki-67 proliferation index in patients with newly diagnosed non-Hodgkin lymphoma. Clin Nucl Med. 37:e189–e195. 2012. View Article : Google Scholar : PubMed/NCBI

34 

García Vicente AM, Castrejón ÁS, Relea Calatayud F, Muñoz AP, León Martín AA, López-Muñiz IC, et al: 18F-FDG retention index and biologic prognostic parameters in breast cancer. Clin Nucl Med. 37:460–466. 2012. View Article : Google Scholar : PubMed/NCBI

35 

Ferda J, Ferdova E, Hora M, Hes O, Finek J, Topolcan O and Kreuzberg B: 18F-FDG-PET/CT in potentially advanced renal cell carcinoma: A role in treatment decisions and prognosis estimation. Anticancer Res. 33:2665–2672. 2013.PubMed/NCBI

Related Articles

Journal Cover

August-2015
Volume 10 Issue 2

Print ISSN: 1792-1074
Online ISSN:1792-1082

Sign up for eToc alerts

Recommend to Library

Copy and paste a formatted citation
x
Spandidos Publications style
Onishi R, Noguchi M, Kaida H, Moriya F, Chikui K, Kurata S, Kawahara A, Kage M, Ishibashi M, Matsuoka K, Matsuoka K, et al: Assessment of cell proliferation in renal cell carcinoma using dual‑phase 18F‑fluorodeoxyglucose PET/CT. Oncol Lett 10: 822-828, 2015.
APA
Onishi, R., Noguchi, M., Kaida, H., Moriya, F., Chikui, K., Kurata, S. ... Matsuoka, K. (2015). Assessment of cell proliferation in renal cell carcinoma using dual‑phase 18F‑fluorodeoxyglucose PET/CT. Oncology Letters, 10, 822-828. https://doi.org/10.3892/ol.2015.3372
MLA
Onishi, R., Noguchi, M., Kaida, H., Moriya, F., Chikui, K., Kurata, S., Kawahara, A., Kage, M., Ishibashi, M., Matsuoka, K."Assessment of cell proliferation in renal cell carcinoma using dual‑phase 18F‑fluorodeoxyglucose PET/CT". Oncology Letters 10.2 (2015): 822-828.
Chicago
Onishi, R., Noguchi, M., Kaida, H., Moriya, F., Chikui, K., Kurata, S., Kawahara, A., Kage, M., Ishibashi, M., Matsuoka, K."Assessment of cell proliferation in renal cell carcinoma using dual‑phase 18F‑fluorodeoxyglucose PET/CT". Oncology Letters 10, no. 2 (2015): 822-828. https://doi.org/10.3892/ol.2015.3372