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Ullah S, Zoller M, Jaehde U, Huseyn-Zada M, Weig T, Fuhr U, Arshad U, Zander J, Taubert M. A Model-Based Approach to Assess Unstable Creatinine Clearance in Critically Ill Patients. Clin Pharmacol Ther 2021; 110:1240-1249. [PMID: 34137456 DOI: 10.1002/cpt.2341] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 06/01/2021] [Indexed: 11/07/2022]
Abstract
Creatinine clearance is an important tool to describe the renal elimination of drugs in pharmacokinetic (PK) evaluations and clinical practice. In critically ill patients, unstable kidney function invalidates the steady-state assumption underlying equations, such as Cockcroft-Gault. Although measured creatinine clearance (mCrCL) is often used in nonsteady-state situations, it assumes that observed data are error-free, neglecting frequently occurring errors in urine collection. In contrast, compartmental nonlinear mixed effects models of creatinine allow to describe dynamic changes in kidney function while explicitly accounting for a residual error associated with observations. Based on 530 serum and 373 urine creatinine observations from 138 critically ill patients, a one-compartment creatinine model with zero-order creatinine generation rate (CGR) and first-order CrCL was evaluated. An autoregressive approach for interoccasion variability provided a distinct model improvement compared to a classical approach (Δ Akaike information criterion (AIC) -49.0). Fat-free mass, plasma urea concentration, age, and liver transplantation were significantly related to CrCL, whereas weight and sex were linked to CGR. The model-based CrCL estimates were superior to standard approaches to estimate CrCL (or glomerular filtration rate) including Cockcroft-Gault, mCrCL, four-variable modification of diet in renal disease (MDRD), six-variable MDRD, and chronic kidney disease epidemiology collaboration as a covariate to describe cefepime and meropenem PKs in terms of objective function value. In conclusion, a dynamic model of creatinine kinetics provides the means to estimate actual CrCL despite dynamic changes in kidney function, and it can easily be incorporated into population PK evaluations.
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Affiliation(s)
- Sami Ullah
- Department I of Pharmacology, Center for Pharmacology, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany.,Institute of Pharmacy, Clinical Pharmacy, University of Bonn, Bonn, Germany
| | - Michael Zoller
- Department of Anaesthesiology, Hospital of the Ludwig Maximilians University of Munich, Munich, Germany
| | - Ulrich Jaehde
- Institute of Pharmacy, Clinical Pharmacy, University of Bonn, Bonn, Germany
| | - Mikayil Huseyn-Zada
- Department of Anaesthesiology, Hospital of the Ludwig Maximilians University of Munich, Munich, Germany
| | - Thomas Weig
- Department of Anaesthesiology, Hospital of the Ludwig Maximilians University of Munich, Munich, Germany
| | - Uwe Fuhr
- Department I of Pharmacology, Center for Pharmacology, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Usman Arshad
- Department I of Pharmacology, Center for Pharmacology, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany.,Institute of Pharmacy, Clinical Pharmacy, University of Bonn, Bonn, Germany
| | - Johannes Zander
- Institute of Laboratory Medicine, Hospital of the Ludwig Maximilians University of Munich, Munich, Germany
| | - Max Taubert
- Department I of Pharmacology, Center for Pharmacology, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany
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Donadio C, Kanaki A, Caprio F, Donadio E, Tognotti D, Olivieri L. Prediction of glomerular filtration rate from serum concentration of cystatin C: comparison of two analytical methods. Nephrol Dial Transplant 2012; 27:2826-38. [DOI: 10.1093/ndt/gfs010] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
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Donadio C. Serum and urinary markers of early impairment of GFR in chronic kidney disease patients: diagnostic accuracy of urinary β-trace protein. Am J Physiol Renal Physiol 2010; 299:F1407-23. [PMID: 20844024 DOI: 10.1152/ajprenal.00507.2009] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The screening for chronic kidney diseases (CKD) patients with impaired GFR needs the measurement of serum creatinine (SCr) or cystatin C (SCys). GFR can also be predicted from SCr or SCys with different formulas. The aim of this study, performed in a group of CKD patients with different levels of GFR, was to evaluate the possibility to select the patients with a GFR <90 ml·min(-1)·1.73 m(-2) by means of serum levels and urinary excretion of different low-molecular-weight proteins (LMWP), cystatin C (Cys), β2-microglobulin (β2M), retinol-binding protein (RBP), β-trace protein (BTP), and derived prediction equations for GFR. In the 295 CKD patients (137 women), at all stages of GFR impairment a very high correlation was found between GFR ((99m)Tc-DTPA) and serum Cr, Cys, β2M, and BTP. All these serum markers showed a similar accuracy as indicators of different GFR impairments. RBP had the lowest correlation with GFR and was also significantly less accurate. The different prediction formulas derived from gender, anthropometric data and SCr or S-LMWP had a diagnostic accuracy similar to that of serum Cr, Cys, β2M, and BTP. Urinary albumin was inadequate as an indicator of any level of GFR impairment. Urinary excretion of Cys and β2M increased significantly only in patients with a GFR <30 ml·min(-1)·1.73 m(-2), while urinary BTP increased already at GFR <90 ml·min(-1)·1.73 m(-2). In this selected group of CKD patients, the positive predictive value of urinary BTP for a GFR <90 ml·min(-1)·1.73 m(-2) was 85%, indicating that, in CKD patients, a urine-based test can predict a slight GFR impairment.
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Affiliation(s)
- Carlo Donadio
- Dept. of Internal Medicine-Nephrology, Univ. of Pisa, I-56100 Pisa, Italy.
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Rodríguez López M, Roglan Piqueras A. Diagnóstico precoz del fracaso renal agudo. Med Intensiva 2010; 34:291-3. [DOI: 10.1016/j.medin.2010.04.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2010] [Revised: 04/18/2010] [Accepted: 04/19/2010] [Indexed: 11/25/2022]
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Seccia TM, Rossi GP. Clinical Use and Pathogenetic Basis of Laboratory Tests for the Evaluation of Primary Arterial Hypertension. Crit Rev Clin Lab Sci 2008; 42:393-452. [PMID: 16390680 DOI: 10.1080/10408360500295600] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
This review focuses on the laboratory biochemical tests that are useful in the diagnostic approach to the hypertensive patient. A "minimal" diagnostic laboratory work-up, including a small number of tests that are simple and relatively inexpensive, is first described. Because these tests provide basic information on the presence of major cardiovascular (CV) risk factors and target organ damage, and might give some clues to the presence of a secondary form of hypertension (HT), they should be performed on all patients presenting with HT. Other tests that are aimed at assessing the overall CV risk, a major determinant of prognosis that dictates the therapeutic strategy in the individual HT patient, are then discussed. They allow identification of major CV risk factors and associated clinical conditions which, if present, lead to a substantial change of therapeutic strategy. The role of C-reactive protein as a marker of atherosclerosis and its predictive value for CV events are also discussed. Finally, a section is devoted to tests that are currently confined to research purposes, such as markers of endothelial function including endothelin-1, homocysteine and genetic analysis.
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Affiliation(s)
- Teresa M Seccia
- Department of Clinical Methodology and Medical-Surgical Technologies, University of Bari, Bari, Italy
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Sawhney R, Sehl M, Naeim A. Physiologic aspects of aging: impact on cancer management and decision making, part I. Cancer J 2006; 11:449-60. [PMID: 16393479 DOI: 10.1097/00130404-200511000-00004] [Citation(s) in RCA: 147] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
A gradual diminution in the physiologic reserve or functional capacity over time is the characteristic hallmark of aging, and this has a direct impact on the choice of cancer therapy and its toxicity profile in elderly patients with cancer. With the expected rapid rise of the older population as a subgroup, oncologists will increasingly treat elderly patients. Provision of competent care to this increasing pool of older patients with cancer necessitates that oncology professionals become familiar with age-associated changes in organ physiology and their impact on cancer treatment and toxicity. In this comprehensive review, we have listed changes in cardiovascular, gastrointestinal, pulmonary, and renal physiology with aging. Also enumerated is the impact of these changes on cancer therapy and toxicity in each organ system-based section. Cardiovascular changes primarily lead to reduction of the cardiac functional reserve, with a consequent increase in the risk of congestive heart failure. Changes in gastrointestinal physiology lead to increased mucosal damage. A reduction in pulmonary reserve has implications for postradiation complications, and a decline in renal function leads to an increased potential for nephrotoxicity. These changes impair the ability of older patients with cancer to tolerate cancer therapy and increase their risk of toxicities. This may lead to an overall decline in functional status, resulting frailty, poor quality of life, and ultimately poor outcomes. Becoming familiar with age-related physiologic changes is the first step for oncologists seeking to better tailor their treatments. This, combined with adoption of some of the clinical interventions suggested in this review, can help better manage the geriatric oncology patient. Further research is necessary for the development of more specific evidence-based recommendations.
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Affiliation(s)
- Rishi Sawhney
- Division of Hematology-Oncology and Geriatrics, David Geffen School of Medicine, University of California, Los Angeles, California 90095-1687, USA
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Faulkner CM, Cox HL, Williamson JC. Unique aspects of antimicrobial use in older adults. Clin Infect Dis 2005; 40:997-1004. [PMID: 15824992 DOI: 10.1086/428125] [Citation(s) in RCA: 66] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2004] [Accepted: 11/28/2004] [Indexed: 11/03/2022] Open
Abstract
Elderly persons consume a significant proportion of health care resources. Antimicrobials are just one class among many pharmaceuticals that are prescribed more frequently to elderly patients than to younger patients. There are unique aspects of antimicrobial use in elderly persons that make prescribing complicated and monitoring unpredictable. Physiologic changes associated with aging result in altered pharmacokinetics, and accurate estimates of renal function cannot be made with standard methods. Together, these qualities make antimicrobial dosing difficult. Because of a higher prevalence of other chronic diseases, there is a greater propensity for polypharmacy and a resulting risk of an adverse event or a significant drug interaction. Lastly, irrespective of altered pharmacokinetics, adverse effects of many antimicrobials are more common in elderly persons, which introduces an added dimension to ensuring safety with antimicrobial therapy.
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Affiliation(s)
- Carmen M Faulkner
- Department of Pharmacy, Wake Forest University Baptist Medical Center, Winston-Salem, North Carolina 27157, USA
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Abstract
Population aging evokes doomsday economic and sociological prognostication, despite a minority of older people suffering significant dependency and the potential for advances in therapeutics of age-related disease and primary aging. Biological aging processes are linked mechanistically to altered drug handling, altered physiological reserve, and pharmacodynamic responses. Parenteral loading doses need only be adjusted for body weight as volumes of distribution are little changed, whereas oral loading doses in some cases may require reduction to account for age-related increases in bioavailability. Age-related reduction of hepatic blood flow and hepatocyte mass and primary aging changes in hepatic sinusoidal endothelium with effects on drug transfer and oxygen delivery reduce hepatic drug clearance. Primary renal aging is evident, although renal clearance reduction in older people is predominantly disease-related and is poorly estimated by standard methods. The geriatric dosing axiom, "start low and go slow" is based on pharmacokinetic considerations and concern for adverse drug reactions, not from clinical trial data. In the absence of generalizable dosage guidelines, individualization via effect titration is required. Altered pharmacodynamics are well documented in the cardiovascular system, with changes in the autonomic system, autacoid receptors, drug receptors, and endothelial function to modify baseline cardiovascular tone and responses to stimuli such as postural change and feeding. Adverse drug reactions and polypharmacy represent major linkages to avoidable morbidity and mortality. This, combined with a deficient therapeutic evidence base, suggests that extrapolation of risk-benefit ratios from younger adults to geriatric populations is not necessarily valid. Even so, therapeutic advances generally may convert healthy longevity from an asset of fortunate individuals into a general social benefit.
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Affiliation(s)
- Allan J McLean
- Director, National Ageing Research Institute, P.O. Box 31, Parkville, VIC Australia.
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Donadio C, Lucchesi A, Ardini M, Cosio S, Gadducci A. Renal impairment in patients with ovarian cancer. Eur J Obstet Gynecol Reprod Biol 2003; 106:198-202. [PMID: 12551792 DOI: 10.1016/s0301-2115(02)00234-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE To investigate the prevalence of renal impairment in patients with ovarian cancer at the time of the diagnosis. STUDY DESIGN Creatinine clearance was estimated according to Cockcroft and Gault (C&G Ccr), glomerular filtration rate (GFR) was determined as renal clearance of 99mTc-DTPA, and renal ultrasound was performed in 60 consecutive patients with newly diagnosed ovarian cancer. RESULTS A 28% of the total population studied had a GFR <60 ml/min/1.73 m(2). A moderate/severe dilation of the upper urinary tract was found in 12% of patients. The length of kidneys ranged between 9.0 and 13.5 cm, and a statistically significant correlation was found between kidney length and values of GFR. CONCLUSION A reduction in renal function and a moderate to severe dilation of upper urinary tract frequently occur in patients with ovarian cancer at the time of the diagnosis.
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Affiliation(s)
- Carlo Donadio
- Department of Internal Medicine, Division of Nephrology, University of Pisa, I-56100, Pisa, Italy.
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Anders HJ, Rihl M, Vielhauer V, Schattenkirchner M. Assessment of Renal Function in Rheumatoid Arthritis. J Clin Rheumatol 2002; 8:130-3. [PMID: 17041340 DOI: 10.1097/00124743-200206000-00002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Medical treatment of patients with rheumatoid arthritis (RA) requires assessment of renal function. Because determination of endogenous creatinine clearance from a 24-hour urine collection is an unreliable and time-consuming procedure, several formulae that predict creatinine clearance from clinical and serum parameters have been developed. However, because of muscular atrophy, these formulae show lower correlations with measured creatinine clearance in patients with RA than in the healthy population. Recently, a new formula has been derived from the large Modification of Diet in Renal Disease (MDRD) study and has been shown reliably to predict renal function in individuals with renal dysfunction. To investigate the validity of this method in the RA population, estimates of creatinine clearance were derived using the most commonly used Cockcroft-Gault formula and the new MDRD method in control subjects and patients with RA. Age, height, serum albumin, blood urea nitrogen, and creatinine clearance were similar in both groups, but patients with RA had a lower body weight as well as serum and urinary creatinine concentrations. In control subjects, both methods showed comparable correlations with measured creatinine clearance (r = 0.82 and 0.83, respectively). In patients with RA, the Cockcroft-Gault formula revealed a lower correlation (r = 0.69) with a moderate bias (mean error = -10.7) and prediction accuracy (mean squared error = 342). For the MDRD method, r was still lower at 0.41, the mean error was -18.9, and the mean squared error was 479. We conclude that in patients with RA, the Cockroft-Gault formula is preferable to predict creatinine clearance before use of drugs such as methotrexate or nonsteroidal anti-inflammatory drugs.
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Spinler SA, Nawarskas JJ, Boyce EG, Connors JE, Charland SL, Goldfarb S. Predictive performance of ten equations for estimating creatinine clearance in cardiac patients. Iohexol Cooperative Study Group. Ann Pharmacother 1998; 32:1275-83. [PMID: 9876806 DOI: 10.1345/aph.18122] [Citation(s) in RCA: 78] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVE The predictive performance of 10 equations used to estimate creatinine clearance (Clcr) was assessed retrospectively from data collected on 420 patients. DESIGN This study is a retrospective data analysis of information collected on hemodynamically stable patients awaiting coronary angiography during the Iohexol Cooperative Study. SETTING The Iohexol Cooperative Study was a multicenter study that compared nephrotoxicity of high- and low-osmolar contrast media in patients undergoing coronary angiography. Data used for this analysis were preangiography 24-hour urine collections that were primarily collected in hospitalized patients. PATIENTS Patients selected from the Iohexol Cooperative Study database for analysis were participants categorized into one or more of six subgroups: elderly (n = 222), hypoalbuminemic (n = 25), chronic renal insufficiency (n = 128), low serum creatinine (n = 115), obese (n = 208), and diabetic (n = 191) who had baseline urine collections of at least 24 hours. OUTCOME MEASURES Predictive performance was assessed using bias, precision, slopes, and y-intercepts. RESULTS The Salazar-Corcoran equation was unbiased in the entire group as well as in five of the subgroups. The Cockcroft-Gault equation was unbiased in three of the subgroups. All other equations were biased in predicting Clcr in the entire group as well as in at least four of the subgroups. Precision was generally poor. All slopes were significantly different than one and all y-intercepts were significantly different than zero (p < 0.01). Correlation coefficients were between 0.63 and 0.79 with the exceptions of the low serum creatinine subgroup (r values 0.35-0.64) and the Davis-Chandler equation (r values 0.35-0.71 across groups). CONCLUSIONS Of the equations studied, Salazar-Corcoran and Cockcroft-Gault appear to be the best for predicting Clcr.
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Affiliation(s)
- S A Spinler
- Philadelphia College of Pharmacy, University of the Sciences in Philadelphia, PA 19104, USA.
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Donadio C, Lucchesi A, Tramonti G, Bianchi C. Creatinine clearance can be predicted from plasma creatinine and body composition analysis by means of electrical bioimpedance. Ren Fail 1998; 20:285-93. [PMID: 9574454 DOI: 10.3109/08860229809045113] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The aim of this study was to evaluate the possibility of predicting creatinine clearance (CCr) from plasma creatinine (PCr) and body com-position analysis by means of electrical impedance, thereby avoiding urine collection. Fat-free mass (FFM) and body cell mass (BCM) were measured in 50 renal patients (M29, F21; aged 17-74 years; mean 52.6) with different degrees of renal function (PCr 0.8-9.0 mg/dL, mean 2.13) by using a tetrapolar impedance plethysmograph. The relationship between 24 h-urinary creatinine excretion (UCr) and FFM and BCM was evaluated in 20 of the above reported patients (MI I, F9; PCr 0.8-9.0 mg/dL, mean 2.27). The mean ratio of 24 h UCr/FFM was 25.6 mg/kg in males and 22.5 in females and that of 24 h UCr/BCM was 51.9 mg/kg in males and 48.1 in females. CCr was estimated in the remaining 30 patients (M18, F12; PCr 0.9-8.8 mg/dL, mean 2.04) from individual FFM and BCM values and PCr. In the same patients CCr was predicted also according to the Cockcroft and Gault formula and, for comparison, was measured with the conventional method by collecting 24 h urine, CCr predicted from the values of FFM and BCM gave a good estimate of 24 h CCr, more precise than that of Cockcroft and Gault CCR. Also, the repeatability of the predicted CCr was clearly better than that of 24 h CCr. In conclusion, creatinine clearance can be predicted, avoiding urine collection, from plasma creatinine and body composition analysis by means of electrical impedance.
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Affiliation(s)
- C Donadio
- Unita di Nefrologia, University of Pisa, Italy
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Accuracy of a recently proposed method for estimating creatinine clearance in elderly debilitated patients. Arch Gerontol Geriatr 1997; 25:227-36. [DOI: 10.1016/s0167-4943(97)00016-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/1996] [Revised: 04/28/1997] [Accepted: 04/29/1997] [Indexed: 11/24/2022]
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