Drug Dosing Issues and Resources

Introduction

This blog is intended to share thoughts and insights related to arriving at the correct therapeutic dosage and support for ePrescribing. It does not rely on a specific drug nomenclature. These comments apply equally to dosing in adults as well as dosing in pediatrics.

Various posts will address important aspects of pharmacokinetics as they apply to the appropriate use of medications, and some of the human factors necessary to supplement drug product information. In addition, there will be digressions to address emerging concepts such as pharmacogenomics and other factors invovled in dosage adjustments.

 

Stardardizing Drug Nomenclature

Wednesday, September 28, 2011 by Mark Bonfiglio
One difficult aspect of drug nomenclature is the complexity of drug concepts. Clinicians speak fluidly about these concepts, flowing from class-based terminology (penicillins) to individual drugs (penicillin) with ease. But drug classifications are not well standardized, and some systems blend pharmacologic concepts with chemical concepts. For example, consider a system which uses "beta-adrenergic receptor blockers" and "fluoroquinolones". One speaks to the pharmacologic target while the other refers to a shared chemical composition. Clinicians understand and interpret these differences, but electronic applications have more difficulty. RxNorm is an effort to standardize these naming conventions for an individual drug. These concepts are generally included in proprietary vocabularies, but there is little consensus among them. These may complicate efforts to establish comparisons on adverse drug events, allergy, and other comparative features among members of a class. Class level groupings are included in SnoMed and may provide a basis of standardization. For this reason efforts to standardize to a single class nomenclature are important and necessary.

All in the presentation?

Friday, August 12, 2011 by Mark Bonfiglio
A recent JAMIA study by Bates et al. noted that the strongest factor influencing acceptance of alerts from drug interaction software is the presentation. This was found to have a stronger association than factors such as the setting or level of the alert. In an electronic prescribing environment, there is much concern about alert fatigue. Drug data vendors are often the targets of frustration of clinicians, and there is a reasonable criticism regarding the ability to have more consistency in alerting, the ability to filter to the user, and suppression of "truthful but not useful" alerts. Considering the role these alerts play in preventing adverse drug events, it would seem that at least as much attention should be paid to the way the alerts are delivered.

Clinical Decision Support and Alert Fatigue

Monday, July 25, 2011 by Mark Bonfiglio
One of the key reasons that clinicians are frustrated with decision support related to drug interaction software is the potential for alert fatigue. Clinicans do not want to be messaged regarding dosage precautions related to an interaction which has already been recognized and addressed. It is particularly important in the era of electronic prescribing to engineer systems which can present the appropriate information to the appropriate person. Systems need to recognize whether an individual has previously addressed the issue, rather than simply blindly alerting to the presence of two medications within the medicine list. A collaborative effort between drug database providers and application vendors is needed, and discussions to improve the quality of alerts, while decreasing the quantity, are moving forward. These will greatly improve satisfaction with these tools. 

Drug Allergy Screening

Thursday, May 26, 2011 by Mark Bonfiglio

Automated screening for drug allergy has been a less than satisfactory experience for most pharmacists. Alerts tend to be very broad, identifying all possible cross-reactivity for medicine list, and the data concerning the presence of an allergy are often records of intolerances rather than true allergy. In the era of electronic prescribing, an allergy alert may prompt a change in therapy, exposing the patient to a drug which may not have been the prescribers first choice. It is important that these alerts be based on quality history, a full understanding of these adverse drug events, and other types of idiosyncratic reactions which may be relayed by patients as "allergic" reactions. The quality of the data, and the sophistication of the alerts, will continue to be limitations to the automated screening, and challenge all healthcare providers. 

Preventing Adverse Drug Events

Friday, April 8, 2011 by Mark Bonfiglio
Adverse drug events may be dose-related or idiosyncratic. Dose related events can be avoided by observing dosage precautions such as adjustment for age, organ impairment, or concurrent drug therapy (drug interactions). However, even at a therapeutic dosage, some events may occur which are unpredictable, such as allergic reactions.

In the electronic prescribing era, drug allergy can be the subject of over-alerting, as some records of allergy represent intolerance (such as an upset stomach) as opposed to a true immunologic event. Inaccurate representation of allergy may lead to selection of an alternative (and potentially less efficacious) therapy.

It is important to document the nature of a reaction which has been reported by a patient, and to analyze this information with respect to potential for recurrence and cross-reactivity among agents. Until records are capable of differentiating reactions of concern from those which are less severe the ability to screen for drug allergy will continue to be less than optimal.

Resources for Pediatric Dose Range Checking

Thursday, March 31, 2011 by Mark Bonfiglio
Several institutions, as well as drug data vendors, have constructed dose range checking content. In many cases, the institutions have learned that this can be a difficult process to complete and maintain. Reliance on a drug reference book such as the Pediatric Dosage Handbook to create these data technically is outside of the terms of use, and leaves open the issue of maintenance and timely modification as new information appears in the literature.

Without a valid model to identify, acquire, evaluate, and publish. Dosage precautions which are not actively supported by this type of surveillance typically fall out of date rather rapidly. Pediatric dose calculations can be limited, and therapeutic dosages which are supported in the literature may be identified as outside the range. This type of over-alerting is a source of frustration. Lexicomp has worked with its partners to transform the content of the Handbook into a database with associated APIs to execute dose range checking for pediatrics. In addition, these data are actively modified in conjunction with the normal process of maintaining this publication. In this way, the user can integrate dose range checking simply, with the assurance that the data are continuously updated and expanded.

Dosing Issues in the News

Friday, January 14, 2011 by Mark Bonfiglio
Drug dosing has been the focus of recent news reports related to FDA actions. Manufacturers of acetaminophen containing products have been instructed to limit the amount of acetaminophen in their products. This is evidence that even in the case of drug classifications which are familiar and include over-the-counter products, dosage ranges should be carefully evaluated. When drug exposure includes more than one product, this can be a particularly difficult scenario in pediatric dosage calculations. This recent news demonstrates that regulatory agencies will attempt to address these issues as they relateto product strengths. The full exposure to a drug though all possible sources should be checked prior to dose administration.   

Dose ranges by generic name

Thursday, December 2, 2010 by Mark Bonfiglio

The medication generic name is only one way to specify a therapeutic dosage. If a compound is available in multiple dosage forms a particular generic name may have a number of specific dosage ranges. For example, an extended release product which is dosed once daily may have a very different dosage range than its immediate-release counterpart. At the very least the acceptable frequency of administration is very different. Differences in bioavailability between products as well as salt forms may need to be addressed through separate dosage ranges. The drug brand name unfortunately is also not a simple relationship to the generic drug. For example, a brand name can be applied to an ophthalmic product and a systemic tablet. Additional differentiators (such as route) would need to be included in any review prior to dose administration.

Post-Gestational Age

Monday, November 15, 2010 by Mark Bonfiglio
The designation of post-gestational age can differ among sources. In Lexi-Comp's pediatric database this is determined from the first day of the last menstrual period until the birth of the baby. Because this is not equivalent to the date of conception there is obviously some degree of variability. Pediatric dosing calculations are frequently based on this parameter. This represents one of the key dosing precautions in premature infants. In addition, clinical guidelines may be based on this age.

Pediatric calculators

Monday, October 4, 2010 by Mark Bonfiglio

Pediatric dose calculations represent a particular challenge to some healthcare professionals. A drug reference book can help, but there are additional considerations which are not part of the text. Considerations such as the maturation of the child and nutritional status are not easily factored. In addition, drug interactions may play a role in the adjustment of dose. When using a pediatric dosage calculator, it is important that the medicine list be reviewed, as a calculator typically focuses on only a single medication. Augmenting the decision-making process with drug interaction software can help assess these influences on dosing. Both processes are essential in arriving at an appropriate therapeutic dosage.
 

Organ Function and Automated Dose Checks

Wednesday, September 1, 2010 by Mark Bonfiglio
One challenge in arriving at the therapeutic dosage for a medication is the need to adjust to levels of organ function. Automated dosage checking converts a string of inputs such as amount, unit, frequency, etc. which can be compared to defined ranges which are based on age, weight, and other parameters. In the absence of specific information (such as creatinine clearance) the system generally defaults to a range which corresponds to normal organ function. Although a pediatric dosage calculator or pediatric dosage chart may be used in the original dose estimation, organ function cannot be assumed to be normal. Automated checking prior to dose administration should prompt the user to evaluate these factors. Ideally, pediatric dose calculations are modified by indicators of organ function. Hepatic function, in particular, is difficult to estimate objectively. Synthetic activity, detoxification, and genetic factors are important parameters to evaluate. Dosage precautions which are embedded into EMR applications (dose range checking, dosing advice) facilitate the appropriate adjustment of dose based on these parameters. Periodic review of medicine lists may permit the identification of therapies which were initiated at unadjusted dosages. Medicine interactions may also be reviewed in light of changes in organ function changes to ensure medication safety.

Dosage adjustment based on hepatic assessment

Thursday, August 19, 2010 by Mark Bonfiglio

 

Appropriate dosage precautions are needed with hepatically metabolized drugs. Evaluation of medicine lists with the metabolic fate in mind can help to arrive at the optimized therapeutic dosage. All hepatically metabolized drugs should be dosed with caution, but it may be possible to cautiously use a drug metabolized by simple conjugation (morphine, for example) at a moderately reduced dose, even in severe hepatic impairment. Avoiding drugs with more complex metabolism or potential hepatotoxicity in the patient with hepatic impairment makes sense. But often we must devise ways to treat disorders with the “safer” of two options. For this reason it is important to learn and recognize the subtle differences in metabolism. In terms of dosage adjustment, also remember that if we are concerned about accumulation, the amount of an initial/individual dose may not be altered, but the adjustment may be to give this less often. 

Importance of processes and characteristics of drugs in medication dosing

Thursday, August 12, 2010 by Mark Bonfiglio

As with renal impairment, the threshold at which an adjustment of dosage may be necessary depends not only on the route of elimination, but the mechanisms involved. These dosage precautions are essential. Drug classifications rarely point out differences between members regarding the pathways of metabolism. Hepatic metabolism is complex, but it can generally be broadly grouped into two broad types of reactions/pathways: Phase I and Phase II reactions.

Phase I reactions include reactions which greatly modify the chemical structure of the drug. In a way, these are more difficult reactions to perform. The ability of the liver to carry out these functions can be significantly decreased at moderate levels of functional impairment. Phase II reactions are in many ways “simpler” from a chemical standpoint, and the ability to perform them can be preserved even in significant hepatic damage. For this reason, it is important to know not only whether a drug is metabolized, but also the type of metabolism. In this way a therapeutic dosage may be determined.

 

Hepatic Function Assessment in Drug Dosing

Monday, July 19, 2010 by Mark Bonfiglio

As with renal impairment, all pharmacokinetic processes may be affected by hepatic disease and must be considered in dosage administration. Unfortunately there is not a dosing calculator which can encompass these elements, and individualized assessment is needed. The primary process affected by hepatic impairment is the metabolism of drugs. This can affect bioavailability (increases) and systemic clearance/removal of drug (decreases) from the circulation. Both of these effects lead to increased concentrations in the body. As with renal impairment, the potential accumulation of drugs and an increase in adverse effects/toxicity which may occur is the primary concern. Specific dosage precautions must be considered.

 

It is important to evaluate the degree of liver impairment. Just like in renal impairment, liver impairment is not an “all-or-none” phenomenon, and must be evaluated in relative terms. Unlike renal impairment, there is no quick way to estimate hepatic function. Sometimes that is better, since it requires a more thoughtful and complete analysis. Liver function CAN be evaluated by looking at what the liver does from a physiologic standpoint.

 

Elevation of hepatic transaminases (AST and ALT) is not a very reliable indicator of function. These enzymes are released from hepatic cells and serve as an indication of acute injury. But the liver has a large redundancy and damage which occurs over long period of time can lead to serious impairment even in the absence of transaminase elevations.

 

The liver is responsible for synthesis of proteins, including albumin and clotting factors. Elevated prothrombin/INR and/or low serum albumin concentrations indicate that the synthetic capacity of the liver is diminished. The liver is also responsible for excretory functions through the conjugation of bilirubin. Elevations in bilirubin may indicate impairment of this function. There are also other indicators of hepatic function, such as serum ammonia. There is a classification scheme (the Pugh-Child scale) which takes several of these factors into account and may be used to classify the degree of liver impairment into mild, moderate, and severe levels. Specific dosage adjustment and/or contraindications have been published using these criteria for some drugs.

 
It is important to note that medicine interactions are not obvious in evaluating hepatic impairment. Interactions which block a metabolic pathway may be considered as a type of transient, functional hepatic impairment.


Dosage Adjustment in Renal Impairment

Tuesday, June 22, 2010 by Mark Bonfiglio

 

Alteration of dose should be approached with an appreciation for several key factors. Other factors should be considered related to dosage administration. A drug reference book is only a starting point. One should not be so cautious about drug dosing that the therapeutic benefit of the drug is lost. Inadequate dosing may lead to treatment failure. Accumulation related to impaired elimination requires repeated dosing. In evaluating possible risks of accumulation, it is also important to balance the timing of drug accumulation, and the relationship of elevated concentrations to specific adverse effects. Drugs which are dosed for a very limited period of time, or drugs which have wide therapeutic “windows”, may not warrant much in the way of dosage adjustment.

 

The initial dose of a regimen is often not adjusted, serving as a “loading” dose to achieve therapeutic response. Subsequent dosage may be adjusted by lengthening the interval or reducing the size of an individual dose. Different drug classifications may require different dosing adjustment strategies. It is important to employ a strategy which does not compromise the efficacy of the drug – so drugs which need high “peaks” for efficacy should generally be adjusted by interval, while drugs which need a continuous presence in the serum should be adjusted by the size of the individual dose.

 

Selection of an alternative which is hepatically metabolized may be an option, but one must consider metabolites as a part of evaluation. For example, Morphine and meperidine are hepatically metabolized, but each has a metabolite which accumulates in renal impairment. In the case of morphine, additional sedation/respiratory depression may result. Meperidine’s metabolite results in neuroexcitation, potentially leading to seizures with repeated dosing. However, a single dose of either agent is not likely to result in harm. Other metabolites which may be of concern include NAPA, and desmethyldiaepam.

 

 

Renal Impairment Considerations

Thursday, May 27, 2010 by Mark Bonfiglio

 

The threshold at which an adjustment of dosage may be necessary depends on not only the route of elimination, but the mechanisms involved in renal elimination of the drug in question. Sometimes this can be indicated by drug classifications. An understanding of the complexity of drug elimination by the kidney is required. The kidney functions as a group of individual nephrons (units). Each unit is capable of filtration as well as active secretion and reabsorption. Renal elimination is the sum of all these processes, and drugs which are eliminated by the kidney can rely to differing extents on each process. 

 

Filtration is essentially passive, but secretion is an active process. It should be recognized that the ability to secrete a drug offers a “buffer” of sorts to allow the elimination of some drugs even when glomerular filtration rate (GFR) is below normal. It is not until GFR reaches approximately 30 mL/min that a sufficient number of “unit nephrons” has been eliminated to have an impact on the elimination of drugs with high secretion. 

 

Here is the key point: drugs excreted solely by filtration will require adjustment at higher levels of renal function (as estimated by creatinine clearance which emphasizes filtration) as compared to drugs which are secreted. It is not enough to say a drug is renally eliminated. The actual mechanism of the drug’s excretion can also be important to determine the therapeutic dosage. Fortunately most drugs have an allowable dosage range, and adjustments are provided in drug product information.

 

Here is an example: Aminoglycoside antibiotics and penicillin antibiotics are both eliminated by the kidney. In traditional dosing, we begin to adjust doses of aminoglycosides even when renal function is near normal (ClCr approximately 70 mL/min). That is because these drugs are ONLY eliminated by filtration, and therefore more sensitive to modest decrease in the number of functioning nephrons. Penicillins are often not adjusted unless renal function is very poor (usually around a ClCr of 30 ml/min). This is because in addition to filtering at the glomerulus, the kidney actively secretes these drugs, an efficient means of removing drug (essentially pumping them out as opposed to letting them flow out). It is only when the functional mass of nephrons becomes very small (as reflected in the creatinine clearance) that we have concerns for drug accumulation and toxicity for drugs which are actively secreted.

 

An additional thought: Drugs which have a component of elimination which is not dependent on the kidney can often be given safely at full doses despite significant renal impairment since the “back-up” elimination pathway prevents dramatic accumulation.

 

 

Renal function in Drug Dosing

Tuesday, May 4, 2010 by Mark Bonfiglio
Estimation of function: As so many drugs depend on renal elimination, it is important to evaluate the degree of renal impairment in medication dosing. Dosing is not simply creating medication lists, but incorporating key elements of the drug's unique pharmacology and pharmacokinetics.

Renal impairment is not an “all-or-none” phenomenon, and must be evaluated in relative terms. The most common method use to estimate renal function is to calculate a creatinine clearance. The Cockcroft-Gault method is typically employed in a clinical setting. 

It should be recognized that this is a limited reflection of GFR, which is an important point. Because creatinine production is based on muscle mass/turnover, and these calculations assume accurate assay of steady-state creatinine levels in the serum, they are prone to error. For example, an individual with poor muscle mass may have a low serum creatinine even in the face of diminished GFR (this often occurs in frail, elderly patients). Likewise, in acute real failure, serum creatinine is in the process of rising to a new plateau, and calculations may over-estimate the true GFR. Therefore, calculation of an estimated creatinine clearance is only one aspect of the overall evaluation. Other methods such as MDRD are available which correlate more accurately with GFR, but unfortunately most dosing guidelines have been constructed around the creatinine clearance.