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O R I G I N A L R E S E A R C H<br />

<str<strong>on</strong>g>Impact</str<strong>on</strong>g> <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>Zoledr<strong>on</strong>ic</str<strong>on</strong>g> <str<strong>on</strong>g>Acid</str<strong>on</strong>g> <strong>on</strong> <strong>Renal</strong><br />

Functi<strong>on</strong> <strong>in</strong> <strong>Patients</strong> <strong>With</strong> <strong>Cancer</strong>:<br />

Cl<strong>in</strong>ical Significance and Development<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> a Predictive Model<br />

Raym<strong>on</strong>d S. McDermott, MD, Dwight D. Kloth, PharmD, Hao Wang, MS,<br />

Gary R. Hudes, MD, and Corey J. Langer, MD<br />

Z<br />

oledr<strong>on</strong>ic acid (Zometa) is a third-generati<strong>on</strong>,<br />

nitrogen-c<strong>on</strong>ta<strong>in</strong><strong>in</strong>g bisphosph<strong>on</strong>ate that<br />

showed significantly greater potency than did<br />

pamidr<strong>on</strong>ate <strong>in</strong> precl<strong>in</strong>ical test<strong>in</strong>g. 1 It is the<br />

first bisphosph<strong>on</strong>ate to dem<strong>on</strong>strate cl<strong>in</strong>ical activity<br />

<strong>in</strong> patients with osteoblastic metastases from prostate<br />

cancer and with b<strong>on</strong>e metastases from solid tumors<br />

other than breast and prostate cancers. 2,3 In c<strong>on</strong>trast<br />

to pamidr<strong>on</strong>ate, for which approval was limited to<br />

multiple myeloma and breast cancer, zoledr<strong>on</strong>ic acid<br />

was approved by the US Food and Drug Adm<strong>in</strong>istrati<strong>on</strong><br />

(FDA) for the treatment <str<strong>on</strong>g>of</str<strong>on</strong>g> multiple myeloma<br />

and documented b<strong>on</strong>e metastases from solid tumors<br />

<strong>in</strong> c<strong>on</strong>juncti<strong>on</strong> with standard ant<strong>in</strong>eoplastic therapy.<br />

Moreover, zoledr<strong>on</strong>ic acid <str<strong>on</strong>g>of</str<strong>on</strong>g>fers the c<strong>on</strong>venience<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> a 15-m<strong>in</strong>ute <strong>in</strong>fusi<strong>on</strong> as opposed to the 90–120<br />

m<strong>in</strong>utes required for pamidr<strong>on</strong>ate. This difference is<br />

cl<strong>in</strong>ically significant because these treatments, <strong>on</strong>ce<br />

<strong>in</strong>itiated, are typically adm<strong>in</strong>istered m<strong>on</strong>thly for the<br />

durati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> the illness.<br />

As with pamidr<strong>on</strong>ate, renal dysfuncti<strong>on</strong> is the<br />

most serious toxicity associated with zoledr<strong>on</strong>ic<br />

acid therapy and has been related to dose (more<br />

comm<strong>on</strong> with 8 mg than 4 mg), <strong>in</strong>fusi<strong>on</strong> durati<strong>on</strong><br />

(more pr<strong>on</strong>ounced with shorter <strong>in</strong>fusi<strong>on</strong>s [eg, 5<br />

m<strong>in</strong>utes vs 15 m<strong>in</strong>utes]), and total number <str<strong>on</strong>g>of</str<strong>on</strong>g> <strong>in</strong>fusi<strong>on</strong>s.<br />

4 In licens<strong>in</strong>g studies <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid, 2–5<br />

renal deteriorati<strong>on</strong>—def<strong>in</strong>ed as a rise <strong>in</strong> serum<br />

creat<strong>in</strong><strong>in</strong>e level <str<strong>on</strong>g>of</str<strong>on</strong>g> 0.5 mg/dL <strong>in</strong> patients with a<br />

normal basel<strong>in</strong>e creat<strong>in</strong><strong>in</strong>e level or 1 mg/dL <strong>in</strong><br />

From Fox Chase <strong>Cancer</strong> Center, Philadelphia, Pennsylvania.<br />

Manuscript submitted September 8, 2005; accepted May 23, 2006.<br />

Corresp<strong>on</strong>dence to: Corey J. Langer, MD, Director <str<strong>on</strong>g>of</str<strong>on</strong>g> Thoracic<br />

Oncology, Fox Chase <strong>Cancer</strong> Center, 333 Cottman Avenue,<br />

Philadelphia, PA 19111; teleph<strong>on</strong>e: (215) 728-2985; fax:<br />

(215) 728-3639; e-mail: cj_langer@fccc.edu<br />

J Support Oncol 2006;4:524–529<br />

© 2006 Elsevier Inc. All rights reserved.<br />

Abstract <str<strong>on</strong>g>Zoledr<strong>on</strong>ic</str<strong>on</strong>g> acid is a potent bisphosph<strong>on</strong>ate licensed for the<br />

treatment <str<strong>on</strong>g>of</str<strong>on</strong>g> myeloma and b<strong>on</strong>e metastases from solid tumors. <strong>Renal</strong> deteriorati<strong>on</strong><br />

is the most significant toxicity associated with zoledr<strong>on</strong>ic acid.<br />

We attempted to def<strong>in</strong>e the <strong>in</strong>cidence and cl<strong>in</strong>ical significance <str<strong>on</strong>g>of</str<strong>on</strong>g> renal<br />

deteriorati<strong>on</strong> <strong>in</strong> patients receiv<strong>in</strong>g zoledr<strong>on</strong>ic acid and to develop a riskfactor<br />

pr<str<strong>on</strong>g>of</str<strong>on</strong>g>ile for this treatment sequela. This study is a retrospective analysis<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> all patients who received zoledr<strong>on</strong>ic acid at Fox Chase <strong>Cancer</strong> Center,<br />

Philadelphia, Pa, between 1/10/02 and 1/30/04. Data recorded <strong>in</strong>cluded<br />

patient demographics, tumor characteristics, comorbid illnesses, c<strong>on</strong>comitant<br />

medicati<strong>on</strong>s, cancer therapy, number <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid doses adm<strong>in</strong>istered,<br />

and serial creat<strong>in</strong><strong>in</strong>e measurements. In total, 3,115 evaluable doses<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid were adm<strong>in</strong>istered to 446 patients (median, 4 doses;<br />

mean, 6.98 doses; range, 1–28 doses) at a dose <str<strong>on</strong>g>of</str<strong>on</strong>g> 4 mg over 15 m<strong>in</strong>utes<br />

every 3–4 weeks. Of these 446 patients, 42 experienced renal deteriorati<strong>on</strong><br />

(median rise <strong>in</strong> creat<strong>in</strong><strong>in</strong>e level, 1.0 mg/dL; range, 0.5–4.4 mg/dL), requir<strong>in</strong>g<br />

disc<strong>on</strong>t<strong>in</strong>uati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid therapy <strong>in</strong> 8 cases. No patient required<br />

dialysis and no patient died as a result <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid-<strong>in</strong>duced renal<br />

dysfuncti<strong>on</strong>. On multivariable analysis, predictive factors for the development<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> renal deteriorati<strong>on</strong> were patient age, a diagnosis <str<strong>on</strong>g>of</str<strong>on</strong>g> myeloma or<br />

renal cell cancer, cumulative number <str<strong>on</strong>g>of</str<strong>on</strong>g> doses, c<strong>on</strong>comitant therapy with<br />

a n<strong>on</strong>steroidal anti-<strong>in</strong>flammatory drug, and current or prior therapy with<br />

cisplat<strong>in</strong>. Us<strong>in</strong>g these factors, we c<strong>on</strong>structed a predictive model with an<br />

area under the receiver operat<strong>in</strong>g characteristic curve <str<strong>on</strong>g>of</str<strong>on</strong>g> 0.75. The <strong>in</strong>cidence<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> cl<strong>in</strong>ically significant renal deteriorati<strong>on</strong> <strong>in</strong> patients treated with<br />

zoledr<strong>on</strong>ic acid is low. We present a predictive model for decisi<strong>on</strong> support<br />

when estimat<strong>in</strong>g this risk.<br />

those with pre-exist<strong>in</strong>g renal impairment—was<br />

observed <strong>in</strong> 9%–15% <str<strong>on</strong>g>of</str<strong>on</strong>g> patients treated with zoledr<strong>on</strong>ic<br />

acid (4 mg over 15 m<strong>in</strong>utes) and was not<br />

significantly different from that seen with pamidr<strong>on</strong>ate<br />

<strong>in</strong> patients with breast cancer or myeloma<br />

(8.8% vs 8.2%). 5 Most cases <str<strong>on</strong>g>of</str<strong>on</strong>g> renal impairment<br />

were mild and reversible, and episodes <str<strong>on</strong>g>of</str<strong>on</strong>g> acute<br />

renal failure were rare. In total, 30 <str<strong>on</strong>g>of</str<strong>on</strong>g> 2,873 patients<br />

(1%) enrolled <strong>on</strong> the three large phase III<br />

524 www.SupportiveOncology.net THE JOURNAL OF SUPPORTIVE ONCOLOGY


McDermott, Kloth, Wang, et al<br />

Also recorded were pretreatment serum creat<strong>in</strong><strong>in</strong>e levels<br />

(SCr 1 ), maximum serum creat<strong>in</strong><strong>in</strong>e levels while the patient was<br />

<strong>on</strong> therapy with zoledr<strong>on</strong>ic acid (SCr max ), and serum creat<strong>in</strong><strong>in</strong>e<br />

levels with<strong>in</strong> 30 days <str<strong>on</strong>g>of</str<strong>on</strong>g> the last zoledr<strong>on</strong>ic acid dose adm<strong>in</strong>istered<br />

(SCr 2 ) when available (or the next creat<strong>in</strong><strong>in</strong>e level recorded if<br />

there were no <strong>in</strong>terven<strong>in</strong>g hospitalizati<strong>on</strong>s or cl<strong>in</strong>ically significant<br />

events). Maximum change <strong>in</strong> serum creat<strong>in</strong><strong>in</strong>e was def<strong>in</strong>ed us<strong>in</strong>g<br />

the formula ∆Cr max = SCr max –SCr 1 , and overall change <strong>in</strong> serum<br />

creat<strong>in</strong><strong>in</strong>e was calculated as ∆Cr = SCr 2 –SCr 1 .<br />

<strong>Renal</strong> deteriorati<strong>on</strong> was def<strong>in</strong>ed as a rise <strong>in</strong> serum creat<strong>in</strong><strong>in</strong>e<br />

level <str<strong>on</strong>g>of</str<strong>on</strong>g> ≥ 0.5 mg/dL <strong>in</strong> patients with a normal basel<strong>in</strong>e creatilicens<strong>in</strong>g<br />

studies required dialysis; most <str<strong>on</strong>g>of</str<strong>on</strong>g> these <strong>in</strong>dividuals<br />

had either myeloma or prostate cancer. 2,3,5<br />

However, with marketed use <str<strong>on</strong>g>of</str<strong>on</strong>g> the drug, renal deteriorati<strong>on</strong><br />

progress<strong>in</strong>g to renal failure and dialysis has been reported,<br />

and acute tubular necrosis has been described as <strong>on</strong>e potential<br />

mechanism. 6 Chang et al 7 characterized 72 cases <strong>in</strong> which physicians<br />

reported renal failure associated with zoledr<strong>on</strong>ic acid<br />

therapy to the FDA; 42 <str<strong>on</strong>g>of</str<strong>on</strong>g> these patients had multiple myeloma,<br />

and 39 had basel<strong>in</strong>e serum creat<strong>in</strong><strong>in</strong>e levels ≥ 1.4 mg/dL.<br />

<strong>Patients</strong> developed renal failure after a median 2.4 doses, 27<br />

patients required dialysis, and 18 died. As a result, Chang et<br />

al 7 advocated that caregivers m<strong>on</strong>itor renal functi<strong>on</strong> before<br />

each dose <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid, ensure adequate hydrati<strong>on</strong>, and<br />

disc<strong>on</strong>t<strong>in</strong>ue therapy <strong>in</strong> the presence <str<strong>on</strong>g>of</str<strong>on</strong>g> renal deteriorati<strong>on</strong>. 7<br />

N<strong>on</strong>etheless, there are many potential reas<strong>on</strong>s for renal deteriorati<strong>on</strong><br />

<strong>in</strong> patients with cancer, <strong>in</strong>clud<strong>in</strong>g progressive malignant<br />

disease, nephrotoxic chemotherapy, or other medicati<strong>on</strong>s<br />

and comorbid illnesses such as chr<strong>on</strong>ic renal impairment,<br />

hypertensi<strong>on</strong>, or diabetes. 8 The aim <str<strong>on</strong>g>of</str<strong>on</strong>g> this study was to better<br />

def<strong>in</strong>e the <strong>in</strong>cidence and cl<strong>in</strong>ical significance <str<strong>on</strong>g>of</str<strong>on</strong>g> renal deteriorati<strong>on</strong><br />

<strong>in</strong> a broad spectrum <str<strong>on</strong>g>of</str<strong>on</strong>g> patients treated with zoledr<strong>on</strong>ic acid<br />

and to identify potential risk factors for renal deteriorati<strong>on</strong>.<br />

<strong>Patients</strong> and Methods<br />

A retrospective analysis was performed with approval <str<strong>on</strong>g>of</str<strong>on</strong>g> the<br />

<strong>in</strong>stituti<strong>on</strong>al review board, which determ<strong>in</strong>ed that this research<br />

was exempt under the Code <str<strong>on</strong>g>of</str<strong>on</strong>g> Federal Regulati<strong>on</strong>s (45 CFR<br />

46.101.b). Investigators identified and retrieved data <strong>on</strong> all<br />

patients who received zoledr<strong>on</strong>ic acid therapy us<strong>in</strong>g pharmacy<br />

records. In additi<strong>on</strong> to the number <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid doses<br />

adm<strong>in</strong>istered and serial serum creat<strong>in</strong><strong>in</strong>e measurements, data<br />

collected <strong>in</strong>cluded patient age, sex, cancer diagnosis, comorbid<br />

illnesses (diabetes or hypertensi<strong>on</strong>), pre-exist<strong>in</strong>g renal impairment,<br />

c<strong>on</strong>comitant medicati<strong>on</strong>s (n<strong>on</strong>steroidal anti-<strong>in</strong>flammatory<br />

drugs [NSAIDs], diuretics, or aspir<strong>in</strong>), and current or prior<br />

therapy with either thalidomide (Thalomid) or cisplat<strong>in</strong>.<br />

ZOLEDRONIC ACID ADMINISTRATION<br />

Between 1/10/02 and 1/30/04, 3,246 doses <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic<br />

acid (4 mg <strong>in</strong> 100 mL <str<strong>on</strong>g>of</str<strong>on</strong>g> normal sal<strong>in</strong>e) were adm<strong>in</strong>istered<br />

to 475 <strong>in</strong>dividual patients. No dose adjustments were made<br />

accord<strong>in</strong>g to basel<strong>in</strong>e serum creat<strong>in</strong><strong>in</strong>e levels, as this was<br />

not standard practice at the time. All patients were treated<br />

at Fox Chase <strong>Cancer</strong> Center, Philadelphia, Pa. Adequate<br />

follow-up was not available for 29 patients, and they were<br />

excluded from the study populati<strong>on</strong> for the purposes <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

analysis. Of the 3,211 doses <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid adm<strong>in</strong>istered<br />

to the rema<strong>in</strong><strong>in</strong>g 446 patients, 3,115 doses were evaluable<br />

for statistical purposes (serum creat<strong>in</strong><strong>in</strong>e measurement<br />

recorded subsequent to the last dose adm<strong>in</strong>istered).<br />

Patient and treatment characteristics are outl<strong>in</strong>ed <strong>in</strong> Table<br />

1. There was a wide distributi<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> tumor types, and the<br />

most comm<strong>on</strong> were breast, prostate, and lung cancers. Of<br />

the 446 patients, 39 patients (8.7%) had evidence <str<strong>on</strong>g>of</str<strong>on</strong>g> renal<br />

impairment prior to <strong>in</strong>itial therapy with zoledr<strong>on</strong>ic acid,<br />

Table 1<br />

Patient and Treatment Characteristics (n = 446)<br />

CHARACTERISTIC n (%)<br />

Sex<br />

Male 222 (50)<br />

Female 224 (50)<br />

Age, years<br />

Median 64<br />

Range 20–89<br />

Tumor type<br />

Breast 136 (30)<br />

Prostate 115 (26)<br />

Lung 79 (18)<br />

Myeloma 35 (8)<br />

<strong>Renal</strong> 19 (4)<br />

Other 62 (14)<br />

Comorbidity<br />

<strong>Renal</strong> impairment a 39 (9)<br />

Hypertensi<strong>on</strong> 169 (38)<br />

Diabetes 58 (13)<br />

C<strong>on</strong>comitant medicati<strong>on</strong><br />

NSAIDs 108 (24)<br />

Diuretics 77 (17)<br />

Aspir<strong>in</strong> 60 (13)<br />

Current/prior therapy<br />

Cisplat<strong>in</strong> 15 (3)<br />

Thalidomide 13 (3)<br />

Doses <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid, n<br />

Total 3,115<br />

Median 4<br />

Mean 6.98<br />

Range 1–28<br />

a<br />

Basel<strong>in</strong>e serum creat<strong>in</strong><strong>in</strong>e level ≥ 1.4 mg/dL<br />

Abbreviati<strong>on</strong>: NSAIDs = n<strong>on</strong>steroidal anti-<strong>in</strong>flammatory drugs<br />

with basel<strong>in</strong>e serum creat<strong>in</strong><strong>in</strong>e levels ≥ 1.4 mg/dL (range,<br />

1.4–3.6 mg/dL). In the majority <str<strong>on</strong>g>of</str<strong>on</strong>g> cases, zoledr<strong>on</strong>ic acid<br />

was adm<strong>in</strong>istered <strong>on</strong> a 3- to 4-week schedule <strong>on</strong>ce <strong>in</strong>itiated,<br />

although a m<strong>in</strong>ority <str<strong>on</strong>g>of</str<strong>on</strong>g> patients received less frequent<br />

dos<strong>in</strong>g. In all cases, the dose adm<strong>in</strong>istered was 4 mg over<br />

15 m<strong>in</strong>utes. All patients were <strong>in</strong>cluded <strong>in</strong> the analysis irrespective<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> other treatments received.<br />

RENAL DETERIORATION<br />

VOLUME 4, NUMBER 10 ■ NOVEMBER/DECEMBER 2006<br />

www.SupportiveOncology.net<br />

525


<str<strong>on</strong>g>Impact</str<strong>on</strong>g> <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>Zoledr<strong>on</strong>ic</str<strong>on</strong>g> <str<strong>on</strong>g>Acid</str<strong>on</strong>g> <strong>on</strong> <strong>Renal</strong> Functi<strong>on</strong> <strong>in</strong> <strong>Patients</strong> <strong>With</strong> <strong>Cancer</strong><br />

Table 2<br />

Overall Change <strong>in</strong> Serum Creat<strong>in</strong><strong>in</strong>e Levels (n = 446)<br />

SERUM CREATININE LEVEL (mg/dL)<br />

VALUE BASELINE (SCR 1 ) FINAL (SCR 2 ) CHANGE (SCR 2 –SCR 1 ) P VALUE<br />

Median 0.9 0.9 0 –<br />

Mean 0.9 1.0 0.06 0.1730<br />

Range 0.3–3.6 0.3–8.0 –1.1–4.4 –<br />

n<strong>in</strong>e level (< 1.4 mg/dL), or ≥ 1 mg/dL <strong>in</strong> those with pre-exist<strong>in</strong>g<br />

renal impairment (≥ 1.4 mg/dL). Research records, cl<strong>in</strong>ical<br />

charts, and laboratory records were reviewed so that all patients<br />

who developed renal deteriorati<strong>on</strong> were identified. Also noted<br />

was whether this deteriorati<strong>on</strong> required a change <strong>in</strong> management<br />

or acute <strong>in</strong>terventi<strong>on</strong> (cl<strong>in</strong>ically significant) or did not<br />

lead to a change <strong>in</strong> therapy (not cl<strong>in</strong>ically significant).<br />

STATISTICAL ANALYSIS<br />

The Wilcox<strong>on</strong> signed-ranks test was used to compare the<br />

SCr 1 and SCr 2 values observed for each patient and to determ<strong>in</strong>e<br />

whether the cohort as a whole dem<strong>on</strong>strated a significant<br />

decl<strong>in</strong>e <strong>in</strong> serum creat<strong>in</strong><strong>in</strong>e level over the course <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

treatment. B<strong>in</strong>ary logistic regressi<strong>on</strong> was used to evaluate the<br />

associati<strong>on</strong> between renal deteriorati<strong>on</strong>, as def<strong>in</strong>ed previously,<br />

and the patient-specific characteristics summarized <strong>in</strong> Table 1.<br />

For this analysis, the <strong>in</strong>dicator variable that identified subjects<br />

manifest<strong>in</strong>g renal deteriorati<strong>on</strong> c<strong>on</strong>stituted the dependent<br />

variable. The patient characteristics were <strong>in</strong>dividually assessed<br />

for an associati<strong>on</strong> with renal deteriorati<strong>on</strong> (univariate<br />

analysis) and were subsequently <strong>in</strong>cluded <strong>in</strong> a stepwise variable<br />

selecti<strong>on</strong> procedure (multivariate analysis) to identify a<br />

subset <str<strong>on</strong>g>of</str<strong>on</strong>g> statistically significant and <strong>in</strong>dependent predictors <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

renal deteriorati<strong>on</strong>.<br />

A receiver operat<strong>in</strong>g characteristic (ROC) curve analysis<br />

Table 3<br />

Characteristics <str<strong>on</strong>g>of</str<strong>on</strong>g> <strong>Patients</strong> Who Experienced<br />

<strong>Renal</strong> Deteriorati<strong>on</strong> (n = 42)<br />

CHARACTERISTIC<br />

Sex<br />

Male 22<br />

Female 20<br />

Age, years<br />

Median 68.5<br />

Range 43–87<br />

Doses received, n<br />

Median 4<br />

Range 1–9<br />

Rise <strong>in</strong> creat<strong>in</strong><strong>in</strong>e level, mg/dL<br />

Median 1.0<br />

Range 0.5–4.4<br />

<strong>Renal</strong> deteriorati<strong>on</strong> is def<strong>in</strong>ed as a rise <strong>in</strong> serum creat<strong>in</strong><strong>in</strong>e level <str<strong>on</strong>g>of</str<strong>on</strong>g> ≥ 0.5 mg/dL <strong>in</strong> patients<br />

with a normal basel<strong>in</strong>e creat<strong>in</strong><strong>in</strong>e level (< 1.4 mg/dL) or ≥ 1 mg/dL <strong>in</strong> those with pre-exist<strong>in</strong>g<br />

renal impairment (≥ 1.4 mg/dL).<br />

n<br />

was used to evaluate the performance <str<strong>on</strong>g>of</str<strong>on</strong>g> the logistic regressi<strong>on</strong><br />

model fit to the selected subset <str<strong>on</strong>g>of</str<strong>on</strong>g> factors. Specifically, the logistic<br />

model estimated the c<strong>on</strong>diti<strong>on</strong>al probability that a patient<br />

exhibited renal deteriorati<strong>on</strong> given the patient’s observed values<br />

for the selected set <str<strong>on</strong>g>of</str<strong>on</strong>g> characteristics. Each realized value<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> the estimated c<strong>on</strong>diti<strong>on</strong>al probability was then used <strong>in</strong> the<br />

ROC analysis as a threshold for the identificati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> renal dysfuncti<strong>on</strong>;<br />

that is, a patient was identified as hav<strong>in</strong>g experienced<br />

renal deteriorati<strong>on</strong> if the c<strong>on</strong>diti<strong>on</strong>al probability estimated for<br />

that patient exceeded a given threshold. Thus, the sensitivity<br />

and specificity for the detecti<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> renal deteriorati<strong>on</strong> could be<br />

estimated for each value <str<strong>on</strong>g>of</str<strong>on</strong>g> the c<strong>on</strong>diti<strong>on</strong>al probability.<br />

The ROC analysis assesses the overall performance <str<strong>on</strong>g>of</str<strong>on</strong>g> the logistic<br />

regressi<strong>on</strong> model through the area under the ROC curve<br />

(AUC), represent<strong>in</strong>g the area under the graph <str<strong>on</strong>g>of</str<strong>on</strong>g> sensitivity<br />

(ie, the true positive facti<strong>on</strong>) versus <strong>on</strong>e m<strong>in</strong>us specificity (false<br />

positive fracti<strong>on</strong>). All statistical computati<strong>on</strong>s were carried out<br />

us<strong>in</strong>g SAS s<str<strong>on</strong>g>of</str<strong>on</strong>g>tware, versi<strong>on</strong> 9.0 (SAS Institute Inc., Cary, NC,<br />

2002). Results were declared statistically significant <strong>on</strong>ly if associated<br />

with a comparis<strong>on</strong>wise two-sided P value < 0.05.<br />

Results<br />

OVERALL CHANGE IN RENAL FUNCTION<br />

The results for overall change <strong>in</strong> renal functi<strong>on</strong> are listed <strong>in</strong><br />

Table 2. In the overall cohort, there was no significant change <strong>in</strong><br />

median serum creat<strong>in</strong><strong>in</strong>e levels with zoledr<strong>on</strong>ic acid therapy. Us<strong>in</strong>g<br />

a signed-rank test, the change from SCr 1 to SCr 2 (calculated<br />

as SCr 2 –SCr 1 ) was not statistically significant (P = 0.1730).<br />

RENAL DETERIORATION<br />

In total, 42 patients (9.4%) had a significant deteriorati<strong>on</strong><br />

<strong>in</strong> serum creat<strong>in</strong><strong>in</strong>e levels. Patient characteristics for this cohort<br />

are outl<strong>in</strong>ed <strong>in</strong> Table 3. These patients received a median<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> 4 doses <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid (range, 1–9 doses) and the median<br />

rise <strong>in</strong> serum creat<strong>in</strong><strong>in</strong>e level was 1.0 mg/dL (range, 0.5–4.4<br />

mg/dL). No patient required dialysis, and no patient died as a<br />

result <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid-<strong>in</strong>duced renal dysfuncti<strong>on</strong>.<br />

UNIVARIATE ANALYSIS<br />

Table 4 summarizes the results obta<strong>in</strong>ed when the patient<br />

and treatment-related factors were tested <strong>in</strong>dividually for an<br />

associati<strong>on</strong> with renal deteriorati<strong>on</strong>. Factors identified by the<br />

b<strong>in</strong>ary logistic regressi<strong>on</strong> analysis as statistically significant were<br />

age, pre-exist<strong>in</strong>g renal impairment, number <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid<br />

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McDermott, Kloth, Wang, et al<br />

Table 4<br />

Univariate Analysis for Predictors <str<strong>on</strong>g>of</str<strong>on</strong>g> Deteriorati<strong>on</strong> <strong>in</strong> <strong>Renal</strong> Functi<strong>on</strong><br />

FACTOR VARIABLE PATIENTS (n) EVENTS (n) P VALUE a ODDS RATIO [95% CI]<br />

Gender Male 222 22 0.7229 1.12 [0.59, 2.12]<br />

Female 224 20<br />

Age a 446 42 0.0160 1.04 [1.01, 1.07]<br />

Basel<strong>in</strong>e creat<strong>in</strong><strong>in</strong>e level < 1.4 mg/dL 407 34 0.0167 0.35 [0.15, 0.83]<br />

≥ 1.4 mg/dL 39 8<br />

Doses a 446 42 0.0455 1.05 [1.00, 1.09]<br />

Diabetes No 388 33 0.0933 0.51 [0.23, 1.12]<br />

Yes 58 9<br />

Hypertensi<strong>on</strong> No 277 19 0.020 0.47 [0.25, 0.89]<br />

Yes 169 23<br />

NSAID, current use No 338 24 0.0040 0.38 [0.20, 0.74]<br />

Yes 108 18<br />

Diuretic, current use No 369 30 0.0454 0.48 [0.23, 0.98]<br />

Yes 77 12<br />

Aspir<strong>in</strong>, current use No 386 36 0.8680 0.93 [0.37, 2.30]<br />

Yes 60 6<br />

Cisplat<strong>in</strong>, current or prior use No 431 39 0.1670 0.40 [0.11, 1.47]<br />

Yes 15 3<br />

Thalidomide, current or prior use No 433 38 0.0142 0.22 [0.06, 0.74]<br />

Yes 13 4<br />

<strong>Cancer</strong> diagnosis Myeloma 35 5 0.0276 1.88 [0.68, 5.17]<br />

(myeloma vs other)<br />

<strong>Renal</strong> 19 5 4.02 [1.36, 11.87]<br />

(renal vs other)<br />

Other 392 32 0.47 [0.12, 1.88]<br />

(myeloma vs renal)<br />

Bold numbers represent statistical significance.<br />

a<br />

Treated as a c<strong>on</strong>t<strong>in</strong>uous variable. Abbreviati<strong>on</strong>s: CI = c<strong>on</strong>fidence <strong>in</strong>terval; NSAID = n<strong>on</strong>steroidal anti-<strong>in</strong>flammatory drug<br />

doses received, a diagnosis <str<strong>on</strong>g>of</str<strong>on</strong>g> renal cell carc<strong>in</strong>oma or myeloma,<br />

hypertensi<strong>on</strong>, c<strong>on</strong>comitant therapy with NSAIDs or diuretics,<br />

and current or prior therapy with thalidomide.<br />

MULTIVARIATE ANALYSIS<br />

Stepwise variable selecti<strong>on</strong> <strong>in</strong> the c<strong>on</strong>text <str<strong>on</strong>g>of</str<strong>on</strong>g> b<strong>in</strong>ary logistic<br />

regressi<strong>on</strong> identified the follow<strong>in</strong>g subset <str<strong>on</strong>g>of</str<strong>on</strong>g> factors significantly<br />

and <strong>in</strong>dependently associated with renal deteriorati<strong>on</strong>: patient<br />

age, a diagnosis <str<strong>on</strong>g>of</str<strong>on</strong>g> myeloma or renal cell cancer, the number<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> doses received, c<strong>on</strong>comitant therapy with an NSAID, and<br />

current or prior therapy with cisplat<strong>in</strong> (Table 5).<br />

PREDICTIVE MODEL<br />

The subset <str<strong>on</strong>g>of</str<strong>on</strong>g> factors found to be significant <strong>on</strong> multivariable<br />

analysis was used to c<strong>on</strong>struct a logistic regressi<strong>on</strong> model<br />

to predict patient risk <str<strong>on</strong>g>of</str<strong>on</strong>g> develop<strong>in</strong>g renal deteriorati<strong>on</strong> while<br />

<strong>on</strong> therapy with zoledr<strong>on</strong>ic acid. Accord<strong>in</strong>g to this model, a<br />

patient is classified as hav<strong>in</strong>g experienced renal deteriorati<strong>on</strong><br />

<strong>on</strong>ly if his or her predicted risk (ie, estimated c<strong>on</strong>diti<strong>on</strong>al<br />

probability) is greater than a selected threshold. In particular,<br />

if the threshold is set at 10%, as is c<strong>on</strong>sistent with the available<br />

literature <strong>on</strong> the <strong>in</strong>cidence <str<strong>on</strong>g>of</str<strong>on</strong>g> renal deteriorati<strong>on</strong> with the<br />

use <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid, the logistic regressi<strong>on</strong> predicti<strong>on</strong> model<br />

to identify patients with renal deteriorati<strong>on</strong> was observed to<br />

have a sensitivity <str<strong>on</strong>g>of</str<strong>on</strong>g> 64.3% and a specificity <str<strong>on</strong>g>of</str<strong>on</strong>g> 69.8%. Figure<br />

1 shows the ROC curve associated with the multivariable logistic<br />

regressi<strong>on</strong> model. The area under the ROC curve was<br />

estimated to be 0.75.<br />

CLINICAL SIGNIFICANCE<br />

The patient care pathway subsequent to the development <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

renal deteriorati<strong>on</strong> is outl<strong>in</strong>ed <strong>in</strong> Figure 2. In 19 cases, zoledr<strong>on</strong>ic<br />

acid therapy was c<strong>on</strong>t<strong>in</strong>ued. Two <str<strong>on</strong>g>of</str<strong>on</strong>g> these patients had developed<br />

obstructive uropathy due to progressive disease <strong>in</strong> the pelvis<br />

(<strong>on</strong>e with prostate cancer, <strong>on</strong>e with renal cancer). Follow<strong>in</strong>g<br />

urologic <strong>in</strong>terventi<strong>on</strong>, serum creat<strong>in</strong><strong>in</strong>e levels normalized, and<br />

zoledr<strong>on</strong>ic acid therapy was resumed. In 17 cases, zoledr<strong>on</strong>ic<br />

acid was c<strong>on</strong>t<strong>in</strong>ued as the treat<strong>in</strong>g physician thought that the<br />

rise <strong>in</strong> serum creat<strong>in</strong><strong>in</strong>e levels was not cl<strong>in</strong>ically significant. In<br />

n<strong>in</strong>e <str<strong>on</strong>g>of</str<strong>on</strong>g> these cases, serum creat<strong>in</strong><strong>in</strong>e levels subsequently fell<br />

with c<strong>on</strong>t<strong>in</strong>ued therapy so they no l<strong>on</strong>ger fulfilled the def<strong>in</strong>iti<strong>on</strong><br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> renal deteriorati<strong>on</strong>. In seven cases, serum creat<strong>in</strong><strong>in</strong>e levels<br />

rema<strong>in</strong>ed stable with c<strong>on</strong>t<strong>in</strong>ued therapy, fulfill<strong>in</strong>g the criteria<br />

for renal deteriorati<strong>on</strong>, and <strong>in</strong> <strong>on</strong>e case, although further zoledr<strong>on</strong>ic<br />

acid was planned, it had not yet been adm<strong>in</strong>istered by<br />

study end.<br />

In 23 cases, no further zoledr<strong>on</strong>ic acid therapy was adm<strong>in</strong>istered<br />

after the observati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> renal deteriorati<strong>on</strong>. Of this total,<br />

VOLUME 4, NUMBER 10 ■ NOVEMBER/DECEMBER 2006<br />

www.SupportiveOncology.net<br />

527


<str<strong>on</strong>g>Impact</str<strong>on</strong>g> <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>Zoledr<strong>on</strong>ic</str<strong>on</strong>g> <str<strong>on</strong>g>Acid</str<strong>on</strong>g> <strong>on</strong> <strong>Renal</strong> Functi<strong>on</strong> <strong>in</strong> <strong>Patients</strong> <strong>With</strong> <strong>Cancer</strong><br />

Table 5<br />

Multivariate Analysis for Predictors <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

Deteriorati<strong>on</strong> <strong>in</strong> <strong>Renal</strong> Functi<strong>on</strong><br />

DEGREES OF PARAMETER<br />

FACTOR FREEDOM ESTIMATE a P VALUE<br />

<strong>Cancer</strong> diagnosis 2 11.24 0.0036<br />

(renal or myeloma vs other)<br />

Age 1 10.14 0.0015<br />

Number <str<strong>on</strong>g>of</str<strong>on</strong>g> doses 1 7.82 0.0052<br />

Current NSAID use 1 7.10 0.0077<br />

Current or prior cisplat<strong>in</strong> use 1 4.16 0.0414<br />

a<br />

Wald chi-square<br />

Abbreviati<strong>on</strong>: NSAID = n<strong>on</strong>steroidal anti-<strong>in</strong>flammatory drug<br />

15 <str<strong>on</strong>g>of</str<strong>on</strong>g> these patients experienced a rise <strong>in</strong> serum creat<strong>in</strong><strong>in</strong>e levels<br />

at a time <str<strong>on</strong>g>of</str<strong>on</strong>g> significant disease progressi<strong>on</strong>. These patients<br />

received no further active therapy for their advanced cancer<br />

and died a median <str<strong>on</strong>g>of</str<strong>on</strong>g> 17 days (range, 1–120 days) after their<br />

last zoledr<strong>on</strong>ic acid treatment. In all but three cases, the patient<br />

died before the next dose <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid would have been<br />

scheduled. N<strong>on</strong>e <str<strong>on</strong>g>of</str<strong>on</strong>g> these patients required dialysis, and <strong>in</strong> no<br />

case was renal dysfuncti<strong>on</strong> believed to be the cause <str<strong>on</strong>g>of</str<strong>on</strong>g> death.<br />

F<strong>in</strong>ally, <strong>in</strong> eight cases, zoledr<strong>on</strong>ic acid was stopped due to what<br />

was thought to be a cl<strong>in</strong>ically significant rise <strong>in</strong> serum creat<strong>in</strong><strong>in</strong>e<br />

levels. In each case, creat<strong>in</strong><strong>in</strong>e levels stabilized or improved follow<strong>in</strong>g<br />

disc<strong>on</strong>t<strong>in</strong>uati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> therapy, <strong>in</strong>dicat<strong>in</strong>g a probable c<strong>on</strong>tributi<strong>on</strong><br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid to the deteriorati<strong>on</strong> <strong>in</strong> renal functi<strong>on</strong>.<br />

Discussi<strong>on</strong><br />

The potential for <strong>in</strong>travenous bisphosph<strong>on</strong>ate therapy to<br />

provoke renal <strong>in</strong>sufficiency is well documented. 7,9,10 In the era<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> the more potent bisphosph<strong>on</strong>ate zoledr<strong>on</strong>ic acid, what is less<br />

clear is how comm<strong>on</strong> and significant a problem this is <strong>in</strong> cl<strong>in</strong>ical<br />

Sensitivity<br />

1.0<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

0.0<br />

Figure 1<br />

0.0<br />

AUC ROC = 0.75<br />

0.2 0.4 0.6 0.8 1.0<br />

Specificity<br />

ROC Curve to Evaluate the Logistic Regressi<strong>on</strong><br />

Model for Predict<strong>in</strong>g <strong>Renal</strong> Deteriorati<strong>on</strong><br />

<strong>in</strong> <strong>Patients</strong> Treated <strong>With</strong> <str<strong>on</strong>g>Zoledr<strong>on</strong>ic</str<strong>on</strong>g> <str<strong>on</strong>g>Acid</str<strong>on</strong>g><br />

Abbreviati<strong>on</strong>s: ROC = receiver operat<strong>in</strong>g characteristic; AUC = area under<br />

the curve<br />

C<strong>on</strong>t<strong>in</strong>ue zoledr<strong>on</strong>ic<br />

acid (n = 19)<br />

Treated<br />

obstructive<br />

uropathy; no<br />

further rise<br />

<strong>in</strong> creat<strong>in</strong><strong>in</strong>e<br />

level (n = 2)<br />

Figure 2<br />

Creat<strong>in</strong><strong>in</strong>e<br />

level improved<br />

(n = 9)<br />

<strong>Renal</strong> deteriorati<strong>on</strong><br />

(n = 42)<br />

Not<br />

cl<strong>in</strong>ically<br />

significant<br />

(n = 17)<br />

Creat<strong>in</strong><strong>in</strong>e<br />

level stabilized<br />

(n = 7)<br />

No further zoledr<strong>on</strong>ic<br />

acid (n = 23)<br />

Creat<strong>in</strong><strong>in</strong>e<br />

level<br />

stable or<br />

improved<br />

(n = 8)<br />

Not<br />

evaluable<br />

(n = 1)<br />

Subsequent Care Pathway <strong>in</strong> <strong>Patients</strong><br />

Who Developed <strong>Renal</strong> Deteriorati<strong>on</strong><br />

Died <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

progressive<br />

disease with<br />

further active<br />

treatment<br />

(n = 15)<br />

practice and whether renal deteriorati<strong>on</strong> can be predicted us<strong>in</strong>g<br />

known risk factors. In this review <str<strong>on</strong>g>of</str<strong>on</strong>g> patients treated with zoledr<strong>on</strong>ic<br />

acid (4 mg over 15 m<strong>in</strong>utes every 4 weeks) at Fox Chase<br />

<strong>Cancer</strong> Center, the <strong>in</strong>cidence <str<strong>on</strong>g>of</str<strong>on</strong>g> renal deteriorati<strong>on</strong> (9.4%<br />

[42/446 patients] after a median <str<strong>on</strong>g>of</str<strong>on</strong>g> four doses and a mean <str<strong>on</strong>g>of</str<strong>on</strong>g> 7<br />

doses) is broadly c<strong>on</strong>sistent with published data. 2–5,11<br />

On multivariate analysis, predictive factors for the development<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> renal deteriorati<strong>on</strong> <strong>in</strong>cluded patient age, the number<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> doses adm<strong>in</strong>istered, current use <str<strong>on</strong>g>of</str<strong>on</strong>g> NSAIDs, current or prior<br />

therapy with cisplat<strong>in</strong>, and a diagnosis <str<strong>on</strong>g>of</str<strong>on</strong>g> myeloma or renal<br />

cell carc<strong>in</strong>oma. Some <str<strong>on</strong>g>of</str<strong>on</strong>g> these factors have been previously described,<br />

2,3,5,7 whereas others represent new f<strong>in</strong>d<strong>in</strong>gs The FDA<br />

has publicized episodes <str<strong>on</strong>g>of</str<strong>on</strong>g> acute renal failure with zoledr<strong>on</strong>ic<br />

acid <strong>in</strong> patients with myeloma and has recommended strict<br />

m<strong>on</strong>itor<strong>in</strong>g <str<strong>on</strong>g>of</str<strong>on</strong>g> serum creat<strong>in</strong><strong>in</strong>e levels. 7 Given the potential<br />

impact <str<strong>on</strong>g>of</str<strong>on</strong>g> the myelomatous disease process <strong>on</strong> renal functi<strong>on</strong>, 12<br />

this recommendati<strong>on</strong> appears warranted. Similarly, patients<br />

with metastatic renal cell carc<strong>in</strong>oma typically have <strong>on</strong>ly <strong>on</strong>e<br />

kidney, as resecti<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> the primary tumor is warranted, even<br />

<strong>in</strong> the presence <str<strong>on</strong>g>of</str<strong>on</strong>g> metastatic disease. 13 This c<strong>on</strong>diti<strong>on</strong> may<br />

predispose them to adverse sequelae from nephrotoxic drugs.<br />

Although its nephrotoxic potential is well described, 14<br />

cisplat<strong>in</strong> is not comm<strong>on</strong>ly used <strong>in</strong> patients with metastatic<br />

breast or prostate cancers, who form the majority <str<strong>on</strong>g>of</str<strong>on</strong>g> patients<br />

receiv<strong>in</strong>g therapy with zoledr<strong>on</strong>ic acid. Therefore, any potential<br />

impact would be limited primarily to patients with lung<br />

cancer. On the other hand, due to their comb<strong>in</strong>ed anti-<strong>in</strong>flammatory<br />

and analgesic properties, NSAIDs are frequently<br />

prescribed for patients with b<strong>on</strong>y metastases from any source,<br />

even though their use can be associated with the development<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> both acute 15 and chr<strong>on</strong>ic 16 renal failure.<br />

528 www.SupportiveOncology.net THE JOURNAL OF SUPPORTIVE ONCOLOGY


McDermott, Kloth, Wang, et al<br />

Because these patients have advanced or metastatic cancer,<br />

it is possible that the number <str<strong>on</strong>g>of</str<strong>on</strong>g> doses received may be a surrogate,<br />

at least <strong>in</strong> part, for progressi<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> disease and overall<br />

deteriorati<strong>on</strong> <strong>in</strong> multiple systems. In licens<strong>in</strong>g studies, the <strong>in</strong>cidence<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> renal deteriorati<strong>on</strong> appeared to be related to the time<br />

<strong>on</strong> study, whether the patients were receiv<strong>in</strong>g zoledr<strong>on</strong>ic acid,<br />

pamidr<strong>on</strong>ate, or placebo. 2,3,5,11 This relati<strong>on</strong> was also reflected <strong>in</strong><br />

the analysis <str<strong>on</strong>g>of</str<strong>on</strong>g> our own patient populati<strong>on</strong> with renal deteriorati<strong>on</strong>,<br />

<strong>in</strong> many <str<strong>on</strong>g>of</str<strong>on</strong>g> whom it was a preterm<strong>in</strong>al event. F<strong>in</strong>ally, age<br />

is an accepted risk factor for the development <str<strong>on</strong>g>of</str<strong>on</strong>g> renal failure,<br />

most likely due to the accumulati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> comorbid illnesses. 17<br />

On multivariate analysis, we did not f<strong>in</strong>d a significant relati<strong>on</strong>ship<br />

between an elevated basel<strong>in</strong>e serum creat<strong>in</strong><strong>in</strong>e level<br />

and renal deteriorati<strong>on</strong>, as described <strong>in</strong> the package <strong>in</strong>sert. 18 This<br />

f<strong>in</strong>d<strong>in</strong>g may be attributable to the fact that the degree <str<strong>on</strong>g>of</str<strong>on</strong>g> basel<strong>in</strong>e<br />

renal functi<strong>on</strong> impairment was not severe <strong>in</strong> these patients. In a<br />

small pharmacok<strong>in</strong>etic study <str<strong>on</strong>g>of</str<strong>on</strong>g> 19 cancer patients stratified by<br />

creat<strong>in</strong><strong>in</strong>e clearance, 19 dosage adjustment <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid did<br />

not appear to be necessary <strong>in</strong> patients with mild to moderate renal<br />

impairment. N<strong>on</strong>etheless, zoledr<strong>on</strong>ic acid is not recommended <strong>in</strong><br />

patients with serum creat<strong>in</strong><strong>in</strong>e levels > 3 mg/dL, and cauti<strong>on</strong> is<br />

advisable <strong>in</strong> all patients with impaired renal functi<strong>on</strong>. 18<br />

Us<strong>in</strong>g these risk factors, we have c<strong>on</strong>structed a model that<br />

can be used to predict the likelihood <str<strong>on</strong>g>of</str<strong>on</strong>g> an <strong>in</strong>dividual patient<br />

develop<strong>in</strong>g renal deteriorati<strong>on</strong> with the use <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid.<br />

We chose a cut<str<strong>on</strong>g>of</str<strong>on</strong>g>f po<strong>in</strong>t <str<strong>on</strong>g>of</str<strong>on</strong>g> 10%, as it is similar to the previously<br />

published <strong>in</strong>cidence <str<strong>on</strong>g>of</str<strong>on</strong>g> renal deteriorati<strong>on</strong> with zoledr<strong>on</strong>ic<br />

acid 2–5 and represents a level <str<strong>on</strong>g>of</str<strong>on</strong>g> risk above which cl<strong>in</strong>icians may<br />

wish to proceed more cautiously. The risk-factor pr<str<strong>on</strong>g>of</str<strong>on</strong>g>ile and the<br />

accompany<strong>in</strong>g model potentially could be used by physicians <strong>in</strong>volved<br />

<strong>in</strong> the treatment <str<strong>on</strong>g>of</str<strong>on</strong>g> patients with metastatic cancer when<br />

calculat<strong>in</strong>g the risk-benefit ratio associated with zoledr<strong>on</strong>ic acid<br />

therapy as an adjunct to other anticancer therapies.<br />

It is important to note, however, that the review <str<strong>on</strong>g>of</str<strong>on</strong>g> the cases<br />

<strong>in</strong> this series <strong>in</strong> which there was evidence <str<strong>on</strong>g>of</str<strong>on</strong>g> renal deteriorati<strong>on</strong><br />

dem<strong>on</strong>strated that the rise <strong>in</strong> creat<strong>in</strong><strong>in</strong>e level was <str<strong>on</strong>g>of</str<strong>on</strong>g>ten<br />

mild and not cl<strong>in</strong>ically significant <strong>in</strong> the eyes <str<strong>on</strong>g>of</str<strong>on</strong>g> the treat<strong>in</strong>g<br />

physician. In many <strong>in</strong>stances, zoledr<strong>on</strong>ic acid therapy was c<strong>on</strong>t<strong>in</strong>ued<br />

without sequelae. Moreover, <strong>in</strong> other patients, renal<br />

deteriorati<strong>on</strong> was a preterm<strong>in</strong>al event, with evidence <str<strong>on</strong>g>of</str<strong>on</strong>g> widely<br />

progressive disease, a general deteriorati<strong>on</strong> <strong>in</strong> performance<br />

status, and a switch to symptom-based care. This f<strong>in</strong>d<strong>in</strong>g is<br />

c<strong>on</strong>sistent with the fact that <strong>on</strong>ce bisphosph<strong>on</strong>ate therapy is<br />

begun for treatment <str<strong>on</strong>g>of</str<strong>on</strong>g> b<strong>on</strong>e metastasis, it is <str<strong>on</strong>g>of</str<strong>on</strong>g>ten c<strong>on</strong>t<strong>in</strong>ued<br />

until the decisi<strong>on</strong> is made to end active cancer therapy. N<strong>on</strong>etheless,<br />

there are patients <strong>in</strong> whom use <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid will<br />

<strong>in</strong>duce a rise <strong>in</strong> serum creat<strong>in</strong><strong>in</strong>e level that may drop up<strong>on</strong><br />

disc<strong>on</strong>t<strong>in</strong>uati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> the drug, and our model is unable to differentiate<br />

between these differ<strong>in</strong>g patient types.<br />

C<strong>on</strong>clusi<strong>on</strong><br />

<str<strong>on</strong>g>Zoledr<strong>on</strong>ic</str<strong>on</strong>g> acid must be regarded as a potentially nephrotoxic<br />

agent, similar to many other medicati<strong>on</strong>s used <strong>in</strong> the<br />

treatment <str<strong>on</strong>g>of</str<strong>on</strong>g> patients with cancer. However, the impact <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

m<strong>on</strong>itor<strong>in</strong>g renal functi<strong>on</strong> before each dose <str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic<br />

acid effectively negates the time advantage <str<strong>on</strong>g>of</str<strong>on</strong>g> the <strong>in</strong>fusi<strong>on</strong>,<br />

as patients typically must wait for laboratory results before<br />

commenc<strong>in</strong>g therapy. Regular m<strong>on</strong>itor<strong>in</strong>g <str<strong>on</strong>g>of</str<strong>on</strong>g> serum creat<strong>in</strong><strong>in</strong>e<br />

levels <strong>in</strong> these patients represents good cl<strong>in</strong>ical practice;<br />

there are many reas<strong>on</strong>s why renal functi<strong>on</strong> might deteriorate<br />

<strong>in</strong> patients with advanced disease. Based <strong>on</strong> the available<br />

data, m<strong>on</strong>itor<strong>in</strong>g <str<strong>on</strong>g>of</str<strong>on</strong>g> serum creat<strong>in</strong><strong>in</strong>e levels before each dose<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> zoledr<strong>on</strong>ic acid is given appears warranted <strong>in</strong> patients at<br />

high risk for renal deteriorati<strong>on</strong>; however, compulsive creat<strong>in</strong><strong>in</strong>e<br />

level m<strong>on</strong>itor<strong>in</strong>g is burdensome and expensive and may<br />

not be necessary <strong>in</strong> all patients.<br />

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VOLUME 4, NUMBER 10 ■ NOVEMBER/DECEMBER 2006<br />

www.SupportiveOncology.net<br />

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