Abstract
Aims
5-FU is used as the main backbone of chemotherapy regimens for patients with colorectal and other gastrointestinal cancers. Despite development of new strategies that allowed enhancing clinical effectiveness and tolerability of 5-FU, 10–30% of patients treated with 5-FU-based regimens experience severe treatment-related toxicity. In our study, we evaluated the 5-FU exposure-toxicity relationship and investigated the efficacy of PK-guided dosing in increasing tolerability of 5-FU-based chemotherapy.
Results
50.7% of patients required dose adjustments after cycle 1. Percentage of patients within 5-FU AUC range was 49.3%, 66.9%, 61.0% at cycle 1, 2 and 3 respectively (p = 0.002 cycle 1 vs cycle 2). At all 3 cycles, lower incidences of grade I/II toxicities were observed for patients below or within range compared with those above range (19.4% vs 41.3%, p < 0.001 respectively).
Conclusions
Our analysis confirms that the use of BSA-guided dosing results in highly variable 5-FU exposure and strongly suggests that PK-guided dosing can improve tolerability of 5-FU based chemotherapy in patients with gastrointestinal cancers, thus supporting 5-FU therapeutic drug monitoring.
Methods
155 patients with gastrointestinal cancers, who were to receive 5-FU-based regimens were included in our study. At cycle 1, the 5-FU dose was calculated using patient’s Body Surface Area (BSA) method. A blood sample was drawn on Day 2 to measure 5-FU concentration. At cycle 2, the 5-FU dose was adjusted using a PK-guided dosing strategy targeting a plasma AUC range of 18–28 mg·h/L, based on cycle 1 concentration. Assessments of toxicity was performed at the beginning of every cycle.
Keywords: 5-FU, therapeutic drug monitoring, adverse event, GI cancer, pharmacokinetics
INTRODUCTION
5-Fluorouracil (5-FU) is widely used in the treatment of solid malignancies, especially in colorectal and other gastrointestinal cancers, both in advanced and adjuvant settings [1]. Over the past few years, increased understanding of its mechanism of action has led to the development of new strategies, such as addition of the biochemical modulator leucovorin, combination with other cytotoxic agents or administration by continuous intravenous infusion, which allowed achieving higher tolerable doses (and thus higher exposures) and enhancing clinical effectiveness [2–4]. Despite these advances, 10%–30% of patients treated with fluoropyrimidines as monotherapy experience severe treatment-related toxicity leading to death in 0.5%–1% of the cases without DPD deficiency [5–7] and even higher when dosed with irinotecan and/or oxaliplatin [8]. Consequently, determination of biomarkers that could predict toxicity of chemotherapeutic agents, including 5-FU, remains a central goal of recent research in oncology [1].
5-FU dosing is traditionally determined according to body surface area (BSA). A substantial body of evidence demonstrates that BSA-based dosing is associated with wide intra-individual pharmacokinetic variability resulting in significant differences in 5-FU exposure. Therefore, identical doses of 5-FU in different patients often result in different drug exposure leading to under- or overexposure in many patients [9–17]. 5-FU along with many other cytotoxic drugs is characterized by a strong toxicity-exposure relationship and narrow therapeutic window, which support the use of therapeutic drug monitoring (TDM) approaches [3, 18, 19]. Efficacy of 5-FU TDM has been validated in two multicentric randomized trials, which demonstrated significant superiority of pharmacokinetically-guided dosing (PK-guided dosing) compared with BSA-based dosing to decrease grade III/IV toxicity and improve objective response rate [13, 14]. Area Under the Curve of 5-FU concentrations versus time (AUC) is considered as the most relevant pharmacokinetic parameter associated with 5-FU-related efficacy and toxicity. Some authors have proposed target AUC when 5-FU is dosed as a bolus during 5 days every 4 weeks [20–22]. However, because of the very short 5-FU half-life, several blood samples in a relatively limited amount of time are needed. Since 5-FU, in colorectal cancer, is now mostly administered by continuous intravenous infusion over several days, AUC is easily determined based on steady state plasma concentration [18]. Several previous studies proposed a 5-FU target AUC of 20–24 mg.h/L [13, 16]. However, because of its intrinsic variability, it is tough to remain in such a narrow therapeutic window, and thus, it is generally considered that AUC range of 20–30 mg.h/L is required for successful therapy [14, 18]. In our center, we have decided to use a 18–28 mg.h/L target AUC, based on Gamelin’s algorithm (Table 1). In Gamelin’s paper, the target AUC was 20–24 mg.h/L. Dose adaptation of +5% or −5% were required for patients with AUC comprised between respectively 18–20 mg.h/L and 24–28 mg.h/L. Because of the precision of 5-FU measurements, such a small dose modification would not have a clinical nor biological incidence. Thus, we increased the target AUC to start dose adjustment at ±10%.
Table 1. 5-FU dose adaptation algorithm used in the present study and the one proposed by Gamelin.
AUC (mg.h/L ) | 5-FU Dose Adjustment (± % of previous dose) | Gamelin’s algorithm |
---|---|---|
<4 | +70 | +70 |
4 to < 8 | +50 | +50 |
8 to < 10 | +40 | +40 |
10 to <12 | +30 | +30 |
12 to < 15 | +20 | +20 |
15 to < 18 | +10 | +10 |
18 to < 20 | Unchanged | +5 |
20 to < 24 | Unchanged | Unchanged |
24 to < 28 | Unchanged | −5 |
28 to < 31 | −10 | −10 |
>31 | −15 | −15 |
5-FU PK variability is affected by various factors such as age, gender, disease status, organ functions, drug-drug interactions, however the most well-known cause of 5-FU intolerance is deficiency of dihydropyrimidine dehydrogenase (DPD) activity - the key enzyme responsible for its metabolism [10]. DPD deficiency is observed in 39–61% of patients developing severe toxicity [6]. As a result, polymorphisms in DPYD, the gene encoding DPD, have gained widespread attention as predictors of fluoropyrimidines-related toxicity. More than 30 sequence variations in the DPYD gene have been yet identified, while the most well-established variant is DPYD*2A [3]. Clinical Pharmacogenetics Implementation Consortium has established the fluoropyrimidines dosage algorithm based on the interpretation of clinical DPYD genotype tests. Initial dose reduction of at least 50% is proposed for patients heterozygous for DPYD*2A, DPYD*13 and c.2846A > T, who are considered to have intermediate or partial DPD enzyme activity, while a choice of alternative drug is strongly recommended for patients with complete DPD deficiency [23]. However, DPD activity is regulated not only at the level of DPYD gene, but at the transcriptional and the post-transcriptional levels as well [7]. It highlights the significant limitation of the proposed algorithm. For this reason, other strategies assessing DPD activity, such as DPD phenotyping are investigated [7, 24–26].
DPD converts uracil (U), its endogenous substrate, into dihydrouracil (DHU), and the pretreatment DHU/U ratio or uracil concentrations alone have the great potential to identify patients at risk of severe fluoropyrimidine-associated toxicity [7, 27]. According to certain studies, the DHU/U ratio correlates with clearance of 5-FU and risk of its toxicity, however despite strong evidence on its clinical validity, the use of the DHU/U ratio in daily clinical practice is still limited [24–26]. Moreover, the fact that approximately 50% of patients who experience 5-FU toxicity will have no documented alterations in the DPD activity, suggests that DPD genotyping or phenotyping should be performed in combination with a more clinically relevant parameter such as 5-FU plasma level [3].
Given the evidence for 5-FU TDM efficacy, we conducted this prospective study to investigate the value of PK-guided 5-FU dosing in decreasing toxicity in 155 patients with gastrointestinal cancer receiving 5-FU-based regimens such as simplified FOLFOX-6, FOLFIRINOX, FOLFIRI, FOLFIRI-3 and LV5FU2. The primary objective was to demonstrate the ability to achieve a target 5 FU AUC of 18–28 mg.h/L within 3 cycles of chemotherapy. Secondary objectives were to assess the 5-FU exposure-toxicity relationship, the ability to decrease 5-FU related toxicity during subsequent cycles and the impact on efficacy in a small and homogenous group of patients.
RESULTS
Patient population and treatment
A total of 155 patients (66 females and 89 males) were included in our study. Their mean age was 66 ± 10.6 (range, 27–87) years. The primary tumor sites were colon/rectum (60.0%), pancreas (21.3%), esophagus (7.0%), stomach (6.5%) and others (5.2%). 5-FU was administered as an intravenous bolus followed by a 46-h continuous infusion (2400 mg/m2 initially, then adjusted) through a portable infusion pump starting on day 1 of every cycle. Patients were treated with routinely used regimens such as simplified FOLFOX-6 (39.4%), FOLFIRINOX (32.3%), FOLFIRI (18.1%), LV5FU2 (5.7%) and FOLFIRI-3 (4.5%) with or without concomitant biological therapy. Subsequent cycles were repeated every 2 weeks. One hundred and fifty-five patients received a first cycle of chemotherapy, 154 received a second cycle and 118 only received a third cycle (37 patients discontinued the therapy due to toxicity development, disease progression, surgical intervention or treatment pause). Patient’s characteristics are listed in Table 2.
Table 2. Baseline patient characteristics.
Characteristics | n |
---|---|
No. of evaluable patients | 155 |
Gender | |
Male | 89 (57.4%) |
Female | 66 (42.6%) |
Age (range), years | 65.8 ± 10.64 (27–87) |
Weight (range), kg | 69.7 ± 14.76 (35–115) |
Height (range), cm | 168.1 ± 8.90 (131–186) |
Location of cancer | |
Colorectal | 93 (60.0%) |
Pancreas | 33 (21.3%) |
Esophagus | 11 (7.0%) |
Stomach | 10 (6.5%) |
Others | 8 (5.2%) |
Type of chemotherapy | |
Metastatic | 128 (82.6%) |
Adjuvant | 27 (17.4%) |
Protocol of chemotherapy | |
Simplified Folfox-6 | 61 (39.4%) |
Folfirinox | 50 (32.3%) |
Folfiri | 28 (18.1%) |
LV5FU2 | 9 (5.7%) |
Folfiri-3 | 7 (4.5%) |
Biotherapy | |
Yes | 74 (47.7%) |
No | 81 (52.3%) |
Line of treatment | |
1st line | 80 (51.6%) |
2nd line | 45 (29.0%) |
3rd line or more | 30 (19.4%) |
Intra-individual variability of 5-FU pharmacokinetics
As shown in Figure 1, for the majority of patients (83%) the values of delta ratios (i.e., difference between the highest and the lowest 5-FU AUC/dose ratio for a patient) were smaller than 0.05 (resulting in mean value of 0.028 ± 0.026), which means that even in case of dose adaptation the ratio remained relatively stable, thus the intra-individual variability is low. We also calculated the intra-individual variability for the ratio which resulted in a mean coefficient of variation of 17%.
Inter-individual variability in 5-FU pharmacokinetics
At cycle 1, the 5-FU concentrations were plotted against the 5-FU 46 h-infusion dose. As shown in Figure 2, patients who received high doses were often the one with relatively low concentrations. Moreover, considerable differences in blood concentrations were observed for the same 5-FU doses (e.g., for a total dose of 4000 mg/46 h, steady-state concentrations were ranging from 110 μg/L to 706 μg/L) underlining an important inter-individual variability of 5-FU pharmacokinetics (R2 = 0.01448) and consequently the need of dose individualization.
Impact of 5-FU PK-guided dosing adjustment to reach target AUC
The next step of the present study was to assess if PK-guided dosing adjustment between the cycle 1 and 2 increased the percentage of patients in the therapeutic range. PK-guided dose adjustment after cycle 1 was required for 50.7% of patients (77 of 152). Percentage of patients within range significantly increased from 49.3% at cycle 1 (75 of 152) to 66.9% at cycle 2 (95 out of 142) (p = 0.002). At cycle 3, the number of patients in the target AUC non-significantly decreased to 61.0% (p = 0.371). PK-guided 5-FU dosing tended to result in less underexposed patients (i.e. <18 mg.h/L ) at cycle 2 (23.9%, 34 of 142, p = 0.009) and cycle 3 (22.0%, 18 of 82, p = 0.066) than at cycle 1 (38.2%, 58 of 152) (Figure 3).
At cycle 1, higher mean AUC values were observed for women (21.7± 6.2 mg.h/L ) than for men (18.7 ± 7.2 mg.h/L ) (p < 0.001) while the mean doses administered to female patients were significantly lower as compared with male (3993 ± 455 mg and 4426 ± 478 mg, p < 0.001, respectively).
The mean AUC increased from 20.0 ± 6.9 mg.h/L at cycle 1 to 21.8 ± 6.3 mg.h/L at cycle 3 and AUCs overall variability tend to decrease as reflected by its coefficient of variation (34.6% at cycle 1 and 29.0% at cycle 3).
Relation between 5-FU exposure and toxicity
At all 3 cycles, we observed significantly lower incidences of grade I/II toxicities for patients below or within range (19.4%) compared with those above range (41.3%) (p < 0.001). For grade III or IV toxicities, percentage of patients below or within range (7.9%) compared with those above range (15.2%) did not differ significantly (Figure 4).
Relative risk was also determined for adverse effects evaluated in this study (Figure 5). All grades of neutropenia were more frequent in overexposed patients than in patients below or within the AUC range (RR: 3.05; 95% CI: 1.55–6.01, p = 0.004). Significantly higher incidences of diarrhea (RR: 1.90; 95% CI: 1.22–2.94, p = 0.012) were observed. The frequency of hand-food syndrome and mucositis was also more common in the group above therapeutic range (RR: 2.01; 95% CI 0.43–9.38, NS and RR: 2.22; 95% CI 0.93–5.27, NS, respectively), however the differences were not statistically significant.
Toxicity incidence at subsequent cycles
As indicated in Table 3, the incidence of all grades of adverse events remained constant or decreased during subsequent cycles. Increase in the incidence of grade I/II mucositis was also noted at cycle 2 (6.5%) compared with cycle 1 (5.2%). However, none of the presented results were statistically significant.
Table 3. Frequency of evaluated toxicities at subsequent cycles.
Cycle 1 (n = 155) | Cycle 2 (n = 154) | Cycle 3 (n = 118) | |||||||
---|---|---|---|---|---|---|---|---|---|
Toxicity | All grades | Grade I/II | Grade III/IV | All grades | Grade I/II | Grade III/IV | All grades | Grade I/II | Grade III/IV |
Diarrhea | 22.6% (35) | 19.4% (30) | 3.2% (5) | 20.1% (31) | 16.9% (26) | 3.2% (5) | 12.7% (15) | 11.9% (14) | 0.8% (1) |
Hand-food syndrome | 3.2% (5) | 3.2% (5) | 0% (0) | 2.6% (4) | 2.6% (4) | 0% (0) | 0% (0) | 0% (0) | 0% (0) |
Neutropenia | 9.7% (15) | 3.9% (6) | 5.8% (9) | 6.5% (10) | 1.3% (2) | 5.2% (8) | 7.3% (9) | 5.1% (6) | 2.5% (3) |
Mucositis | 8.4% (13) | 5.2% (8) | 3.2% (5) | 6.5% (10) | 6.5% (10) | 0% (0) | 2.5% (3) | 2.5% (3) | 0% (0) |
Only 10 patients (6.5%) benefited from 5-FU bolus dose reduction between cycle 1 and cycle 2, due to > grade 2 toxicity. Out of those 10 patients, 8 were below or within the target AUC and only 2 were above. Those 2 last patients have also benefited from an infusion dose reduction.
Importantly, we performed two-paired signed rank test comparing the toxicity grades at cycle 1 and 3 for each patient (n = 118), which resulted in a significant decrease in toxicity at cycle 3 compared with cycle 1 (p = 0.018). This decrease in toxicity was associated, for patients who developed III/IV toxicities at cycle 1, with a dose decrease from 4122.2 mg ± 520.5 at cycle 1 to 4025.0 mg ± 570.9 and 3921.4 mg ± 796.8 at subsequent cycle 2 and 3.
Lastly, a significantly higher number of women experienced any grade toxicities at cycle 1 as compared with men (43.9% vs 22.5%, p = 0.004).
Efficacy assessment
Progression-Free Survival (PFS) was assessed in an homogenous subset of patients: 52 metastatic colon cancer patients in first or second line. Median PFS for patients at least once below the target AUC (n = 21) versus patients always within or above the target (n = 31) were not statistically different (i.e., PFS of 9 and 10 months respectively). In the group of patients always within or above the target AUC, 25.8% of them had a PFS of more than 20 months, while they were only 9.5% in the other group (Figure 6).
DISCUSSION
5-FU has been a leading drug in PK-guided cancer chemotherapy due to the strong exposure-toxicity relationship and an important inter-individual variability in its pharmacokinetics. Thus, a number of studies have been conducted in order to evaluate an appropriate dose adjustment algorithm and reflect the advantage of 5-FU PK-guided dosing to reduce toxicity and enhance therapeutic outcomes [10, 11, 13–16]. Taking into account that the standard guidelines for the treatment of gastrointestinal cancer has shifted toward combination therapy, the aim of the present study was to extend this type of investigation in chemotherapy regimens such as simplified FOLFOX-6, FOLFIRINOX, FOLFIRI, FOLFIRI-3 and LV5FU2 and evaluate the efficacy of PK-guided dose adjustment in daily clinical practice in terms of toxicity management and efficacy. In this study, an optimal AUC range of 18–28 mg.h/L was suggested and the dose adaptation algorithm was based on analysis presented in current literature data [12, 13].
More than half of all patients included in our study (50.7%) required dose adaptation after cycle 1 (BSA-based dosing). Of these, 38.2% required an increase in dose and 12.5% a dose reduction in order to achieve the AUC within the range. PK-guided 5-FU dosing performed at cycle 2 resulted in significantly more patients achieving the target AUC (66.9%). Dose adaptation in case of under- or over-exposure was not mandatory in our study. Consequently, some oncologists have sometimes, for clinical reasons, decided not to follow the dose-adaptation recommendation. This explains why only about 67% of patients are in the therapeutic range at cycle 2. The study of Patel et al. [16] which included 70 colorectal cancer patients receiving mFOLFOX-6 regimen resulted in 29.6% of patients in the therapeutic range, 51.9% of patients who were under-dosed and 18.5% of patients above the range. Gamelin et al. [13] compared standard dosing with therapeutic dose monitoring in 208 patients treated with 5-FU-based regimen. 17.3% patients in PK-guided group, who received their first BSA-based dose, were above the therapeutic level, 14.4% were in therapeutic range and 68% were underexposed. Results presented in mentioned studies and our investigation demonstrate that the vast majority of patients is not in the expected therapeutic range after receiving standard 5-FU BSA-based dose. We can therefore assume that BSA-based 5-FU dosage is associated with significant pharmacokinetic variability and may be of limited interest. This variability appeared to be smaller during cycle 2 and 3, after performing 5-FU dose adjustment.
As previously described, the PK-guided dose adjustment algorithm can also reduce the risk of toxicity by keeping individual AUC out of the toxic range [2, 3, 9, 28]. The 5-FU-related toxicities evaluated in our study at all 3 cycles were associated with the drug exposure. Significantly lower incidences of grade I/II toxicity were observed for patients below or within range (19.4%) compared with those above range (41.3%). For grade III or IV toxicity the differences of 7.9% versus 15.2% were reported, however probably due to low incidence rate of this high-grade toxicities, they were not significant. The relative risk of any toxicity grade was greater for all evaluated adverse effects, however the difference for hand-food syndrome and mucositis was not statistically significant. Patel et al. [16] in 70 colorectal patients receiving mFOLFOX6 regimen observed significantly higher rates of any grade III/IV toxicity (e.g. neutropenia diarrhea, mucositis, nausea, fatigue) in patients above the therapeutics range compared with those below or within AUC threshold. Specifically, the incidence of III/IV neutropenia and diarrhea was higher in over-exposed patients, however mucositis appeared to be slightly more frequent in patients within range. This could be explained by small number of patients developing grade III/IV mucositis in present and Patel’s investigation (5 out of 154 and 1 of 54 at all 3 cycles, respectively). Moreover, although previous studies [29, 30] reported a strong correlation between hematological toxicity, diarrhea and mucositis, the last one appeared to be more influenced by 5-FU bolus rather than continuous infusion dosage [4]. In addition, our study included patients treated by various combination therapy regimens with components that could influence the incidences of toxicity in performed analysis.
In order to determine the utility of dose adjustment algorithm in daily clinical practice, we evaluated 5-FU related toxicities during subsequent cycles. A significant decrease in toxicity at cycle 3 compared with cycle 1 was observed. For the same purpose, efficacy was assessed only in metastatic colon cancer patients receiving a 1st or 2nd line of chemotherapy, in order to have comparable PFS. Patients within or above the target AUC during the first 3 cycles were compared to the one with a least one AUC below. Despite the lack of difference in median PFS, there is a trend to a shortened PFS for patients with at least one AUC below the target. A significant body of studies demonstrated better tolerability and superior efficacy of 5-FU in PK-guided dose adjustment arm in contrast with BSA-based dosage arm [11, 13, 14]. The single-arm design is a principal limitation of our study, however it allowed to evaluate PK-guided 5-FU dose adjustment in daily clinical oncology practice.
The main limitation of this work is that, at the time of the study, DPD genotyping or phenotyping were not available in our institution. Thus, dose adaptation at cycle 1 based on those criteria was not manageable. However, we believe that there is a real interest in detecting, as early as the first cycle, patients at risk. Consequently, a DPD evaluation in order to select a non-toxic dose at cycle 1, and then dose adaptation on further cycles, based on exposure, would be the best solution in order to avoid toxicity and increase efficacy. For example, as proposed by Launay et al. [31], a pre-therapeutic screening of DPD activity by phenotyping could be proposed. Patients with no DPD deficiency would receive full dose, and patients with mild, intermediate or profound deficiency would see their doses decrease by respectively 15%, 30% or 50%. Then, depending on the observed 5-FU concentrations and observed toxicity, dose would be increased or decreased accordingly.
Another point that needs to be taken in account is linked to the well-known important within-day variability of 5-FU [32, 33]. In order to limit this variability, in our institution, blood samples are drawn always at the same time (i.e., on day 2, between 8 and 10 am). With such a procedure, variability between 2 cycles was not higher than 17%, allowing the prediction of cycle 2 5-FU exposure based on cycle 1 data.
As early as 2001, due to the absence of rationale to BSA-dosing for most cytotoxic and in order to simplify drug preparation, some authors have proposed to round dose (i.e., dose-banding) chemotherapy [34]. This approach is already applied in several institutions for some drugs [35, 36]. However, due to this very easily-applicable TDM, it seems that 5-FU is probably not the best drug candidate for such an approach.
At cycle 1, mean AUC values observed for women were significantly higher as compared with men, despite the same initial dose of 2400 mg/m2 and, due to smaller BSA in women, lower 5-FU total dose. Additionally, we found greater incidence of all grade toxicities in female patients as already demonstrated in earlier studies [37–40]. A partial explanation of these differences may be a decreased clearance of 5-FU among women related to the DPD activity, which was reported to be lower in women as compared with men [41]. This explanation is confirmed by the fact that, at cycle 2, after dose adaptation, AUC and toxicity are identical between men and women. Thus, this higher risk of toxicity for women is more linked to over-exposure than over-sensitivity to 5-FU toxic effect. This gender-related exposure leading to 5-FU-related toxicity raises an important question whether the initial dose of 5-FU for female patients should be lower than that for men.
PATIENTS AND METHODS
Patients
All patients with gastrointestinal cancer who were to receive a 46-h continuous 5-fluorouracil infusion based protocol from April 2014 to February 2016 in Dijon’s Clinical Cancer Center were included. All patients routinely underwent a blood analysis in order to evaluate their 5-FU exposure during the 3 first cycles. Consequently, no informed consent was required. However, data used in this manuscript were recorded in such a manner that subjects could not be identified. Patient confidentiality was maintained and the protocol for data collection and analysis was in compliance with guidelines and approved by our Institutional Review Board.
5-FU administration, blood sampling and plasma concentration determination
5-FU was administered continuously through a portable pump (BodyGuard 323 Colorvison, CME, Israel), allowing a controlled flow rate over the entire 46-h. Blood samples were drawn the day following the beginning of a 46-h continuous infusion (between 8 am and 10 am) during the 3 first cycles. Samples were immediately centrifuged and plasma kept frozen at −20°C until analyzed. Plasma 5-FU concentrations were determined by liquid chromatography as described previously [33]. Chloro-uracil was used as internal standard. 5-FU was extracted from the plasma with isopropanol-ethyl acetate (15/85 v:v) in the presence of 200 mg ammonium sulfate to precipitate proteins. The organic phase was dried at 50°C under nitrogen dioxide and reconstituted with 200 μL mobile phase before injection. Mobile phase consisted of methanol/water (5/95 v:v). UV detection was performed at 265 nm. This method was fully validated for routine measurement of 5-FU with a lower limit of quantification of 30 μg/L. The linearity was assessed from 30 μg/L to 2000 μg/L. Interday variations of the method was evaluated using two levels of QC samples (250 and 500 ng/mL). Interday precision was 10.9% and 7.9% (n = 9) respectively, for the two levels tested.
Determination of intra-individual variability in 5-FU pharmacokinetics
In order to confirm the linearity of 5-FU pharmacokinetics within a patient, over cycle, we calculated ratios between 5-FU plasma concentration and its dose for all patients and for each cycle. Then, the delta ratio, defined as the difference between the highest and the lowest values among 3 findings, was calculated. A low difference represents low intra-individual variability.
Inter-individual variability in 5-FU pharmacokinetics
Area Under the Curve of 5-FU concentrations vs. time (AUC) values, representing 5-FU exposure, were calculated by multiplying the 5-FU steady state concentration (mg/L) by the total infusion time (i.e., 46 h). During cycle 1, the 5-FU continuous infusion dose was based on patient body surface area (BSA-based dosing). Beginning with cycle 2, the 5-FU continuous infusion dose was then adapted according to an algorithm, derived from Gamelin’s one [13], based on the results of the AUC values from the previous cycle, targeting an AUC range of 18–28 mg.h/L (PK-guided dosing). No dose adaptation was performed after the fourth cycle, except development of 5-FU-related toxicity where doses were reduced. Clinicians were free to individually adapt 5-FU bolus or any other drugs doses included in the protocol.
Toxicity assessment
Assessments of diarrhea, neutropenia, mucositis and hand-and-foot syndrome were performed at the beginning of every cycle. All adverse effects were clinically or biologically evaluated and graded according to the National Cancer Institute Common Terminology Criteria for Adverse Events version 4.0.
Data analysis
In the present study, the primary objective was to demonstrate that 5-FU PK-guided dosing (i.e., for cycle 2 and 3) improves the ability to achieve an optimal target AUC (i.e. 18–28 mg.h/L). Percentage of patients within range at 3 cycles was compared using χ2 test. The mean AUC values for female and male patients were compared using U-Mann-Whitney test.
The secondary objectives were to demonstrate lower frequency of 5-FU-related toxicity after PK-guided dosing and assessment of efficacy. Relative risks of adverse effects incidence for patients above or within range compared with those who were overexposed were analyzed with one-tailed Fisher’s exact test. Efficacy was assessed by comparing Progression-Free Survival (PFS) in an homogenous subset of patients with metastatic colon cancer and receiving 5-FU-based regimens in first or second line. PFS was calculated in months from the time of 5-FU-based chemotherapy initiation to date of documented progression or last follow-up. The log-rank test was used to assess statistical differences among 2 groups: patients with at least one AUC below the target during the 3 first cycles vs. patients always within or higher than the target during the 3 first cycles. In the present study, a p-value < 0.05 was considered as statistically significant.
CONCLUSIONS
Our analysis confirms that the use of BSA-guided dosing results in highly variable 5-FU exposure and strongly suggests that PK-guided dosing can improve tolerability of 5-FU based chemotherapy in patients with gastrointestinal cancers. Despite some barriers to the effective implementation of 5-FU TDM, including sampling time, PK-guided dosing can be successfully performed in daily clinical practice using a simple methodology. As others phenotypic markers, such as plasma uracil concentrations, have been recently shown to be good predictors of fluoropyrimidine-associated toxicity [7], it is likely that its use in combination with 5-FU TDM will further improve the safety of patients treated with 5-FU.
Acknowledgments
None.
Abbreviations
- 5-FU
5-FluoroUracil
- AUC
Area Under the Curve of concentration vs. time
- BSA
Body Surface Area
- CI
Confidence Interval
- DHU
DiHydroUracil
- DPD
Dihydro-Pyrimidine Deshydrogenase
- DPYD
Gene coding for DPD
- PFS
Progression-Free Survival
- PK
PharmacoKinetic
- RR
Relative Risk
- TDM
Therapeutic Drug Monitoring
- U
Uracil
Author contributions
Study conception and design: FGh, AS; Acquisition of data: FGo, AC, AB, JV, LB, FGh; Analysis and interpretation of data: KM, FGo, LM, MD, FGh, AS; Drafting of manuscript: KM, AS; Critical revision: KM, FGo, FGh, AS; Final approval: KM, FGo, LM, MD, AC, AB, JV, LB, FGh, AS.
CONFLICTS OF INTEREST
The authors declare no conflicts of interest.
FUNDING
None.
REFERENCES
- 1.Capitain O, Boisdron-Celle M, Poirier AL, Abadie-Lacourtoisie S, Morel A, Gamelin E. The influence of fluorouracil outcome parameters on tolerance and efficacy in patients with advanced colorectal cancer. Pharmacogenomics J. 2008;8:256–67. doi: 10.1038/sj.tpj.6500476. https://doi.org/10.1038/sj.tpj.6500476. [DOI] [PubMed] [Google Scholar]
- 2.Freeman K, Connock M, Cummins E, Gurung T, Taylor-Phillips S, Court R, Saunders M, Clarke A, Sutcliffe P. Fluorouracil plasma monitoring: systematic review and economic evaluation of the My5-FU assay for guiding dose adjustment in patients receiving fluorouracil chemotherapy by continuous infusion. Health Technol Assess. 2015;19:1–321. v–vi. doi: 10.3310/hta19910. v–vi. https://doi.org/10.3310/hta19910. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Lee JJ, Beumer JH, Chu E. Therapeutic drug monitoring of 5-fluorouracil. Cancer Chemother Pharmacol. 2016;78:447–64. doi: 10.1007/s00280-016-3054-2. https://doi.org/10.1007/s00280-016-3054-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Gamelin E, Boisdron-Celle M. Dose monitoring of 5-fluorouracil in patients with colorectal or head and neck cancer—status of the art. Crit Rev Oncol Hematol. 1999;30:71–79. doi: 10.1016/s1040-8428(98)00036-5. https://doi.org/10.1016/S1040-8428(98)00036-5. [DOI] [PubMed] [Google Scholar]
- 5.Tsalic M, Bar-Sela G, Beny A, Visel B, Haim N. Severe toxicity related to the 5-fluorouracil/leucovorin combination (the Mayo Clinic regimen): a prospective study in colorectal cancer patients. Am J Clin Oncol. 2003;26:103–06. doi: 10.1097/01.COC.0000017526.55135.6D. https://doi.org/10.1097/01.COC.0000017526.55135.6D. [DOI] [PubMed] [Google Scholar]
- 6.Meulendijks D, Henricks LM, Sonke GS, Deenen MJ, Froehlich TK, Amstutz U, Largiadèr CR, Jennings BA, Marinaki AM, Sanderson JD, Kleibl Z, Kleiblova P, Schwab M, et al. Clinical relevance of DPYD variants c.1679T>G, c.1236G>A/HapB3, and c.1601G>A as predictors of severe fluoropyrimidine-associated toxicity: a systematic review and meta-analysis of individual patient data. Lancet Oncol. 2015;16:1639–50. doi: 10.1016/S1470-2045(15)00286-7. https://doi.org/10.1016/S1470-2045(15)00286-7. [DOI] [PubMed] [Google Scholar]
- 7.Meulendijks D, Henricks LM, Jacobs BA, Aliev A, Deenen MJ, de Vries N, Rosing H, van Werkhoven E, de Boer A, Beijnen JH, Mandigers CM, Soesan M, Cats A, et al. Pretreatment serum uracil concentration as a predictor of severe and fatal fluoropyrimidine-associated toxicity. Br J Cancer. 2017;116:1415–24. doi: 10.1038/bjc.2017.94. https://doi.org/10.1038/bjc.2017.94. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Marques RP, Duarte GS, Sterrantino C, Pais HL, Quintela A, Martins AP, Costa J. Triplet FOLFOXIRI versus doublet (FOLFOX or FOLFIRI) backbone chemotherapy as first-line treatment of metastatic colorectal cancer: A systematic review and meta-analysis. Crit Rev Oncol Hematol. 2017;118:54–62. doi: 10.1016/j.critrevonc.2017.08.006. https://doi.org/10.1016/j.critrevonc.2017.08.006. [DOI] [PubMed] [Google Scholar]
- 9.Fang L, Xin W, Ding H, Zhang Y, Zhong L, Luo H, Li J, Yang Y, Huang P. Pharmacokinetically guided algorithm of 5-fluorouracil dosing, a reliable strategy of precision chemotherapy for solid tumors: a meta-analysis. Sci Rep. 2016;6:25913. doi: 10.1038/srep25913. https://doi.org/10.1038/srep25913. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Kaldate RR, Haregewoin A, Grier CE, Hamilton SA, McLeod HL. Modeling the 5-fluorouracil area under the curve versus dose relationship to develop a pharmacokinetic dosing algorithm for colorectal cancer patients receiving FOLFOX6. Oncologist. 2012;17:296–302. doi: 10.1634/theoncologist.2011-0357. https://doi.org/10.1634/theoncologist.2011-0357. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Capitain O, Asevoaia A, Boisdron-Celle M, Poirier AL, Morel A, Gamelin E. Individual fluorouracil dose adjustment in FOLFOX based on pharmacokinetic follow-up compared with conventional body-area-surface dosing: a phase II, proof-of-concept study. Clin Colorectal Cancer. 2012;11:263–67. doi: 10.1016/j.clcc.2012.05.004. https://doi.org/10.1016/j.clcc.2012.05.004. [DOI] [PubMed] [Google Scholar]
- 12.Gamelin EC, Danquechin-Dorval EM, Dumesnil YF, Maillart PJ, Goudier MJ, Burtin PC, Delva RG, Lortholary AH, Gesta PH, Larra FG. Relationship between 5-fluorouracil (5-FU) dose intensity and therapeutic response in patients with advanced colorectal cancer receiving infusional therapy containing 5-FU. Cancer. 1996;77:441–51. doi: 10.1002/(SICI)1097-0142(19960201)77:3<441::AID-CNCR4>3.0.CO;2-N. https://doi.org/10.1002/(SICI)1097-0142(19960201)77:3<441::AID-CNCR4>3.0.CO;2-N. [DOI] [PubMed] [Google Scholar]
- 13.Gamelin E, Delva R, Jacob J, Merrouche Y, Raoul JL, Pezet D, Dorval E, Piot G, Morel A, Boisdron-Celle M. Individual fluorouracil dose adjustment based on pharmacokinetic follow-up compared with conventional dosage: results of a multicenter randomized trial of patients with metastatic colorectal cancer. J Clin Oncol. 2008;26:2099–105. doi: 10.1200/JCO.2007.13.3934. https://doi.org/10.1200/JCO.2007.13.3934. [DOI] [PubMed] [Google Scholar]
- 14.Fety R, Rolland F, Barberi-Heyob M, Hardouin A, Campion L, Conroy T, Merlin JL, Rivière A, Perrocheau G, Etienne MC, Milano G. Clinical impact of pharmacokinetically-guided dose adaptation of 5-fluorouracil: results from a multicentric randomized trial in patients with locally advanced head and neck carcinomas. Clin Cancer Res. 1998;4:2039–45. [PubMed] [Google Scholar]
- 15.Thyss A, Milano G, Renée N, Vallicioni J, Schneider M, Demard F. Clinical pharmacokinetic study of 5-FU in continuous 5-day infusions for head and neck cancer. Cancer Chemother Pharmacol. 1986;16:64–66. doi: 10.1007/BF00255288. https://doi.org/10.1007/BF00255288. [DOI] [PubMed] [Google Scholar]
- 16.Patel JN, O’Neil BH, Deal AM, Ibrahim JG, Sherrill GB, Olajide OA, Atluri PM, Inzerillo JJ, Chay CH, McLeod HL, Walko CM. A community-based multicenter trial of pharmacokinetically guided 5-fluorouracil dosing for personalized colorectal cancer therapy. Oncologist. 2014;19:959–65. doi: 10.1634/theoncologist.2014-0132. https://doi.org/10.1634/theoncologist.2014-0132. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Ychou M, Duffour J, Kramar A, Debrigode C, Gourgou S, Bressolle F, Pinguet F. Individual 5-FU dose adaptation in metastatic colorectal cancer: results of a phase II study using a bimonthly pharmacokinetically intensified LV5FU2 regimen. Cancer Chemother Pharmacol. 2003;52:282–90. doi: 10.1007/s00280-003-0658-0. https://doi.org/10.1007/s00280-003-0658-0. [DOI] [PubMed] [Google Scholar]
- 18.Paci A, Veal G, Bardin C, Levêque D, Widmer N, Beijnen J, Astier A, Chatelut E. Review of therapeutic drug monitoring of anticancer drugs part 1—cytotoxics. Eur J Cancer. 2014;50:2010–9. doi: 10.1016/j.ejca.2014.04.014. https://doi.org/10.1016/j.ejca.2014.04.014. [DOI] [PubMed] [Google Scholar]
- 19.Bardin C, Veal G, Paci A, Chatelut E, Astier A, Levêque D, Widmer N, Beijnen J. Therapeutic drug monitoring in cancer—are we missing a trick? Eur J Cancer. 2014;50:2005–09. doi: 10.1016/j.ejca.2014.04.013. https://doi.org/10.1016/j.ejca.2014.04.013. [DOI] [PubMed] [Google Scholar]
- 20.Bocci G, Barbara C, Vannozzi F, Di Paolo A, Melosi A, Barsanti G, Allegrini G, Falcone A, Del Tacca M, Danesi R. A pharmacokinetic-based test to prevent severe 5-fluorouracil toxicity. Clin Pharmacol Ther. 2006;80:384–95. doi: 10.1016/j.clpt.2006.06.007. https://doi.org/10.1016/j.clpt.2006.06.007. [DOI] [PubMed] [Google Scholar]
- 21.Di Paolo A, Lencioni M, Amatori F, Di Donato S, Bocci G, Orlandini C, Lastella M, Federici F, Iannopollo M, Falcone A, Ricci S, Del Tacca M, Danesi R. 5-fluorouracil pharmacokinetics predicts disease-free survival in patients administered adjuvant chemotherapy for colorectal cancer. Clin Cancer Res. 2008;14:2749–55. doi: 10.1158/1078-0432.CCR-07-1529. https://doi.org/10.1158/1078-0432.CCR-07-1529. [DOI] [PubMed] [Google Scholar]
- 22.Ibrahim T, Di Paolo A, Amatori F, Mercatali L, Ravaioli E, Flamini E, Sacanna E, Del Tacca M, Danesi R, Amadori D. Time-dependent pharmacokinetics of 5-fluorouracil and association with treatment tolerability in the adjuvant setting of colorectal cancer. J Clin Pharmacol. 2012;52:361–69. doi: 10.1177/0091270010396710. https://doi.org/10.1177/0091270010396710. [DOI] [PubMed] [Google Scholar]
- 23.Caudle KE, Thorn CF, Klein TE, Swen JJ, McLeod HL, Diasio RB, Schwab M. Clinical Pharmacogenetics Implementation Consortium guidelines for dihydropyrimidine dehydrogenase genotype and fluoropyrimidine dosing. Clin Pharmacol Ther. 2013;94:640–45. doi: 10.1038/clpt.2013.172. https://doi.org/10.1038/clpt.2013.172. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Zhou ZW, Wang GQ, Wan S, Lu ZH, Chen YB, Li S, Chen G, Pan ZZ. The dihydrouracil/uracil ratios in plasma and toxicities of 5-fluorouracil-based adjuvant chemotherapy in colorectal cancer patients. Chemotherapy. 2007;53:127–31. doi: 10.1159/000099984. https://doi.org/10.1159/000099984. [DOI] [PubMed] [Google Scholar]
- 25.Wettergren Y, Carlsson G, Odin E, Gustavsson B. Pretherapeutic uracil and dihydrouracil levels of colorectal cancer patients are associated with sex and toxic side effects during adjuvant 5-fluorouracil-based chemotherapy. Cancer. 2012;118:2935–43. doi: 10.1002/cncr.26595. https://doi.org/10.1002/cncr.26595. [DOI] [PubMed] [Google Scholar]
- 26.Galarza AF, Linden R, Antunes MV, Hahn RZ, Raymundo S, da Silva AC, Staggemeier R, Spilki FR, Schwartsmann G. Endogenous plasma and salivary uracil to dihydrouracil ratios and DPYD genotyping as predictors of severe fluoropyrimidine toxicity in patients with gastrointestinal malignancies. Clin Biochem. 2016;49:1221–26. doi: 10.1016/j.clinbiochem.2016.07.004. https://doi.org/10.1016/j.clinbiochem.2016.07.004. [DOI] [PubMed] [Google Scholar]
- 27.Ciccolini J, Mercier C, Evrard A, Dahan L, Boyer JC, Duffaud F, Richard K, Blanquicett C, Milano G, Blesius A, Durand A, Seitz JF, Favre R, et al. A rapid and inexpensive method for anticipating severe toxicity to fluorouracil and fluorouracil-based chemotherapy. Ther Drug Monit. 2006;28:678–85. doi: 10.1097/01.ftd.0000245771.82720.c7. https://doi.org/10.1097/01.ftd.0000245771.82720.c7. [DOI] [PubMed] [Google Scholar]
- 28.Beneton M, Chapet S, Blasco H, Giraudeau B, Boisdron-Celle M, Deporte-Fety R, Denis F, Narcisso B, Calais G, Le Guellec C. Relationship between 5-fluorouracil exposure and outcome in patients receiving continuous venous infusion with or without concomitant radiotherapy. Br J Clin Pharmacol. 2007;64:613–21. doi: 10.1111/j.1365-2125.2007.02951.x. https://doi.org/10.1111/j.1365-2125.2007.02951.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Schneider M, Etienne MC, Milano G, Thyss A, Otto J, Dassonville O, Mobayen H, Saudes L, Guillot T, Demard F. Phase II trial of cisplatin, fluorouracil, and pure folinic acid for locally advanced head and neck cancer: a pharmacokinetic and clinical survey. J Clin Oncol. 1995;13:1656–62. doi: 10.1200/JCO.1995.13.7.1656. https://doi.org/10.1200/JCO.1995.13.7.1656. [DOI] [PubMed] [Google Scholar]
- 30.Trump DL, Egorin MJ, Forrest A, Willson JK, Remick S, Tutsch KD. Pharmacokinetic and pharmacodynamic analysis of fluorouracil during 72-hour continuous infusion with and without dipyridamole. J Clin Oncol. 1991;9:2027–35. doi: 10.1200/JCO.1991.9.11.2027. https://doi.org/10.1200/JCO.1991.9.11.2027. [DOI] [PubMed] [Google Scholar]
- 31.Launay M, Dahan L, Duval M, Rodallec A, Milano G, Duluc M, Lacarelle B, Ciccolini J, Seitz JF. Beating the odds: efficacy and toxicity of dihydropyrimidine dehydrogenase-driven adaptive dosing of 5-FU in patients with digestive cancer. Br J Clin Pharmacol. 2016;81:124–30. doi: 10.1111/bcp.12790. https://doi.org/10.1111/bcp.12790. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Saam J, Critchfield GC, Hamilton SA, Roa BB, Wenstrup RJ, Kaldate RR. Body surface area-based dosing of 5-fluoruracil results in extensive interindividual variability in 5-fluorouracil exposure in colorectal cancer patients on FOLFOX regimens. Clin Colorectal Cancer. 2011;10:203–06. doi: 10.1016/j.clcc.2011.03.015. https://doi.org/10.1016/j.clcc.2011.03.015. [DOI] [PubMed] [Google Scholar]
- 33.Wilhelm M, Mueller L, Miller MC, Link K, Holdenrieder S, Bertsch T, Kunzmann V, Stoetzer OJ, Suttmann I, Braess J, Birkmann J, Roessler M, Moritz B, et al. Prospective, Multicenter Study of 5-Fluorouracil Therapeutic Drug Monitoring in Metastatic Colorectal Cancer Treated in Routine Clinical Practice. Clin Colorectal Cancer. 2016;15:381–388. doi: 10.1016/j.clcc.2016.04.001. https://doi.org/10.1016/j.clcc.2016.04.001. [DOI] [PubMed] [Google Scholar]
- 34.Plumridge RJ, Sewell GJ. Dose-banding of cytotoxic drugs: a new concept in cancer chemotherapy. Am J Health Syst Pharm. 2001;58:1760–64. doi: 10.1093/ajhp/58.18.1760. [DOI] [PubMed] [Google Scholar]
- 35.Chatelut E, White-Koning ML, Mathijssen RH, Puisset F, Baker SD, Sparreboom A. Dose banding as an alternative to body surface area-based dosing of chemotherapeutic agents. Br J Cancer. 2012;107:1100–06. doi: 10.1038/bjc.2012.357. https://doi.org/10.1038/bjc.2012.357. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Reinhardt H, Trittler R, Eggleton AG, Wöhrl S, Epting T, Buck M, Kaiser S, Jonas D, Duyster J, Jung M, Hug MJ, Engelhardt M. Paving the Way for Dose Banding of Chemotherapy: An Analytical Approach. J Natl Compr Canc Netw. 2017;15:484–93. doi: 10.6004/jnccn.2017.0048. https://doi.org/10.6004/jnccn.2017.0048. [DOI] [PubMed] [Google Scholar]
- 37.Sloan JA, Goldberg RM, Sargent DJ, Vargas-Chanes D, Nair S, Cha SS, Novotny PJ, Poon MA, O’Connell MJ, Loprinzi CL. Women experience greater toxicity with fluorouracil-based chemotherapy for colorectal cancer. J Clin Oncol. 2002;20:1491–98. doi: 10.1200/JCO.2002.20.6.1491. https://doi.org/10.1200/JCO.2002.20.6.1491. [DOI] [PubMed] [Google Scholar]
- 38.Chansky K, Benedetti J, Macdonald JS. Differences in toxicity between men and women treated with 5-fluorouracil therapy for colorectal carcinoma. Cancer. 2005;103:1165–71. doi: 10.1002/cncr.20878. https://doi.org/10.1002/cncr.20878. [DOI] [PubMed] [Google Scholar]
- 39.Boige V, Vincent M, Alexandre P, Tejpar S, Landolfi S, Le Malicot K, Greil R, Cuyle PJ, Yilmaz M, Faroux R, Matzdorff A, Salazar R, Lepage C, et al. DPYD Genotyping to Predict Adverse Events Following Treatment With Flourouracil-Based Adjuvant Chemotherapy in Patients With Stage III Colon Cancer: A Secondary Analysis of the PETACC-8 Randomized Clinical Trial. JAMA Oncol. 2016;2:655–62. doi: 10.1001/jamaoncol.2015.5392. https://doi.org/10.1001/jamaoncol.2015.5392. [DOI] [PubMed] [Google Scholar]
- 40.Ciccolini J, Milano G. Women at a Disadvantage in Fluorouracil Treatment. JAMA Oncol. 2016;2:829–30. doi: 10.1001/jamaoncol.2016.1086. https://doi.org/10.1001/jamaoncol.2016.1086. [DOI] [PubMed] [Google Scholar]
- 41.Etienne MC, Lagrange JL, Dassonville O, Fleming R, Thyss A, Renée N, Schneider M, Demard F, Milano G. Population study of dihydropyrimidine dehydrogenase in cancer patients. J Clin Oncol. 1994;12:2248–53. doi: 10.1200/JCO.1994.12.11.2248. https://doi.org/10.1200/JCO.1994.12.11.2248. [DOI] [PubMed] [Google Scholar]