36.1 The Development of Drugs Presents Huge Challenges

Many compounds have significant effects when taken into the body, but only a very small fraction of them have the potential to be useful drugs. A foreign compound, not adapted to its role in the cell through long evolution, must have a range of special properties to function effectively without causing serious harm. Let us consider some of the challenges faced by drug developers.

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Drug candidates must be potent and selective modulators of their targets

Figure 36.3: Ligand binding. The titration of a receptor, R, with a ligand, L, results in the formation of the complex RL. In uncomplicated cases, the binding reaction follows a simple saturation curve. Half of the receptors are bound to ligand when the ligand concentration equals the dissociation constant, Kd, for the RL complex.

Most drugs bind to specific proteins, usually receptors or enzymes, within the body. To be effective, a drug should bind a sufficient number of its target proteins when taken at a reasonable dose. One factor in determining drug effectiveness is the strength of the interaction between the drug and its target. A molecule that binds to some target protein is often referred to as a ligand. A ligand-binding curve is shown in Figure 36.3. Ligand molecules occupy progressively more target binding sites as ligand concentration increases until essentially all of the available sites are occupied. The tendency of a ligand to bind to its target is measured by the dissociation constant, Kd, defined by the expression

Kd = [R][L]/[RL]

Figure 36.4: Effective concentrations. The concentration of a ligand required to elicit a biological response can be quantified in terms of EC50, the concentration required to give 50% of the maximum response, and EC90, the concentration required to give 90% of the maximum response.

where [R] is the concentration of the free receptor, [L] is the concentration of the free ligand, and [RL] is the concentration of the receptor–ligand complex. The dissociation constant is a measure of the strength of the interaction between the drug candidate and the target; the lower the value, the stronger the interaction. The concentration of free ligand at which one-half of the binding sites are occupied equals the dissociation constant, as long as the concentration of binding sites is substantially less than the dissociation constant.

Figure 36.5: Inhibitors compete with substrates for enzyme active sites. The measured IC50 of a competitive inhibitor to its target enzyme depends on the concentration of substrate present.

In many cases, biological assays using living cells or tissues (rather than direct enzyme or binding assays) are employed to examine the potency of drug candidates. For example, the fraction of bacteria killed by a drug might indicate the potency of a potential antibiotic. In these cases, values such as EC50 are used. EC50 is the concentration of the drug candidate required to elicit 50% of the maximal biological response (Figure 36.4). Similarly, EC90 is the concentration required to achieve 90% of the maximal response. In the example of an antibiotic, EC90 would be the concentration required to kill 90% of bacteria exposed to the drug. For drug candidates that are inhibitors, the corresponding terms IC50 and IC90 are often used to describe the concentrations of the inhibitor required to reduce a response by 50% or 90%, relative to its value in the absence of inhibitor, respectively.

Values such as the IC50 and EC50 are measures of the potency of a drug candidate in modulating the activity of the desired biological target. To prevent unwanted effects, often called side effects, ideal drug candidates should also be selective. That is, they should not bind biomolecules other than the target to any significant extent. Developing such a drug can be quite challenging, particularly if the drug target is a member of a large family of evolutionarily related proteins. The degree of selectivity can be described in terms of the ratio of the Kd values for the binding of the drug candidate to any other molecules to the Kd value for the binding of the drug candidate to the desired target.

Under physiological conditions, achieving sufficient binding of a target site by a drug can be quite challenging. Most drug targets also bind ligands normally present in tissues; often, the drug and these ligands will compete for binding sites on the target. We encountered this scenario when we considered competitive inhibitors in Chapter 8. Suppose that the drug target is an enzyme and the drug candidate is competitive with respect to the enzyme’s natural substrate. The concentration of the drug candidate necessary to inhibit the enzyme will depend on the physiological concentration of the normal substrate (Figure 36.5). Biochemists Yung-Chi Cheng and William Prusoff described the relation between the IC50 of an enzyme inhibitor and its inhibition constant Ki (analogous to the dissociation constant, Kd, of a ligand):

IC50 = Ki (1 + [S]/KM)

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This relation, referred to as the Cheng–Prusoff equation, demonstrates that the IC50 of a competitive inhibitor will depend on the concentration and the Michaelis constant (KM) for the substrate S. The higher the concentration of the natural substrate, the higher the concentration of drug needed to inhibit the enzyme.

Drugs must have suitable properties to reach their targets

Thus far, we have focused on the ability of molecules to act on specific target molecules. However, an effective drug must also have other characteristics. It must be easily administered and must reach its target at sufficient concentration to be effective. After a drug molecule has entered the body, it is acted upon by several processes—absorption, distribution, metabolism, and excretion—that will determine the effective concentration of this molecule over time (Figure 36.6). A drug’s response to these processes is referred to as its ADME (pronounced “add-me”) properties.

Figure 36.6: Absorption, distribution, metabolism, and excretion (ADME). The concentration of a compound at its target site (yellow) is affected by the extents and rates of absorption, distribution, metabolism, and excretion.

Administration and absorption. Ideally, a drug can be taken orally as a small tablet. An orally administered active compound must be able to survive the acidic conditions in the gut and then be absorbed through the intestinal epithelium. Thus, the compound must be able to pass through cell membranes at a significant rate. Larger molecules such as proteins cannot be administered orally, because they often cannot survive the acidic conditions in the stomach and, if they do, are not readily absorbed. Even many small molecules are not absorbed well; they may be too polar and not pass through cell membranes easily, for example. The ability to be absorbed is often quantified in terms of the oral bioavailability. This quantity is defined as the ratio of the peak concentration of a compound given orally to the peak concentration of the same dose injected directly into the bloodstream. Bioavailability can vary considerably from species to species, and so results from animal studies may be difficult to apply to human beings. Despite this variability, some useful generalizations have been made. One powerful set consists of Lipinski’s rules.

Lipinski’s rules tell us that poor absorption is likely when

  1. the molecular weight is greater than 500.

  2. the number of hydrogen-bond donors is greater than 5.

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  3. the number of hydrogen-bond acceptors is greater than 10.

  4. the partition coefficient [measured as log(P)] is greater than 5.

Figure 36.7: Lipinski’s rules applied to morphine. Morphine satisfies all of Lipinski’s rules and has an oral bioavailability in human beings of 33%.

The partition coefficient is a way to measure the tendency of a molecule to dissolve in membranes, which correlates with its ability to dissolve in organic solvents. It is determined by allowing a compound to equilibrate between water and an organic phase, n-octanol. The log(P) value is defined as log10 of the ratio of the concentration of a compound in n-octanol to the concentration of the compound in water. For example, if the concentration of the compound in the n-octanol phase is 100 times that in the aqueous phase, then log(P) is 2. Although the ability of a drug to partition in organic solvents is ideal, because it implies that the compound can penetrate membranes, a log(P) value that is too high suggests that the molecule may be poorly soluble in an aqueous environment.

Morphine, for example, satisfies all of Lipinski’s rules and has moderate bioavailability (Figure 36.7). A drug that violates one or more of these rules may still have satisfactory bioavailability. Nonetheless, these rules serve as guiding principles for evaluating new drug candidates.

Figure 36.8: Structure of the drug carrier human serum albumin. Seven hydrophobic molecules (in red) are shown bound to the molecule.
[Drawn from 1BKE.pdb.]

Distribution. Compounds taken up by intestinal epithelial cells can pass into the bloodstream. However, hydrophobic compounds and many others do not freely dissolve in the bloodstream. These compounds bind to proteins, such as albumin (Figure 36.8), that are abundant in the blood serum and by this means are carried throughout the circulatory system.

When a compound has reached the bloodstream, it is distributed to different fluids and tissues, which are often referred to as compartments. Some compounds are highly concentrated in their target compartments, either by binding to the target molecules themselves or by other mechanisms. Other compounds are distributed more widely (Figure 36.9). An effective drug will reach the target compartment in sufficient quantity; the concentration of the compound in the target compartment is reduced whenever the compound is distributed into other compartments.

Figure 36.9: Distribution of the drug fluconazole. After having been taken in, compounds distribute themselves to various organs within the body. The distribution of the antifungal agent fluconazole has been monitored through the use of positron emission tomography (PET) scanning. These images were taken of a healthy human volunteer 90 minutes after injection of a dose of 5 mg kg−1 of fluconazole containing trace amounts of fluconazole labeled with the positron-emitting isotope 18F.

Some target compartments are particularly hard to reach. Many compounds are excluded from the central nervous system by the blood–brain barrier, the tight junctions between endothelial cells that line blood vessels within the brain and spinal cord.

Metabolism. A final challenge to a potential drug molecule is to evade the body’s defenses against foreign compounds. Many such compounds (called xenobiotic compounds) are released from the body in the urine or stool, often after having been metabolized to aid in excretion. This drug metabolism poses a considerable threat to drug effectiveness because the concentration of the desired compound decreases as it is metabolized. Thus, a rapidly metabolized compound must be administered more frequently or at higher doses.

Two of the most common pathways in xenobiotic metabolism are oxidation and conjugation. Oxidation reactions can aid excretion in at least two ways: by increasing water solubility, and thus ease of transport, and by introducing functional groups that participate in subsequent metabolic steps. These reactions are often promoted by cytochrome P450 enzymes in the liver (Section 26.4). The human genome encodes more than 50 different P450 isozymes, many of which participate in xenobiotic metabolism. A typical reaction catalyzed by a P450 isozyme is the hydroxylation of ibuprofen (Figure 36.10).

Figure 36.10: P450 conversion of ibuprofen. Cytochrome P450 isozymes, primarily in the liver, catalyze xenobiotic metabolic reactions such as hydroxylation. The reaction introduces an oxygen atom derived from molecular oxygen.

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Conjugation is the addition of particular groups to the xenobiotic compound. Common groups added are glutathione (Section 20.5), glucuronic acid, and sulfate (Figure 36.11). These additions often increase water solubility and provide labels that can be recognized to target excretion. Examples of conjugation include the addition of glutathione to the anticancer drug cyclophosphamide, the addition of glucuronidate to the analgesic morphine, and the addition of a sulfate group to the hair-growth stimulator minoxidil.

Interestingly, the sulfation of minoxidil produces a compound that is more active in stimulating hair growth than is the unmodified compound. Thus, the metabolic products of a drug, though usually less active than the drug, can sometimes be more active.

Figure 36.11: Conjugation reactions. Compounds that have appropriate groups are often modified by conjugation reactions. Such reactions include the addition of glutathione (top), glucuronic acid (middle), or sulfate (bottom). The conjugated product is shown boxed.

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Note that an oxidation reaction often precedes conjugation because the oxidation reaction can generate modifications, such as the hydroxyl group, to which groups such as glucuronic acid can be attached. The oxidation reactions of xenobiotic compounds are often referred to as phase I transformations, and the conjugation reactions are referred to as phase II transformations. These reactions take place primarily in the liver. Because blood flows from the intestine directly to the liver through the portal vein, xenobiotic metabolism often alters drug compounds before they ever reach full circulation. This first-pass metabolism can substantially limit the availability of compounds taken orally.

Figure 36.12: Enterohepatic cycling. Some drugs can move from the blood circulation to the liver, into the bile, into the intestine, to the liver, and back into circulation. This cycling decreases the rate of drug excretion.

Excretion. After compounds have entered the bloodstream, they can be removed from circulation and excreted from the body by two primary pathways. First, they can be absorbed through the kidneys and excreted in the urine. In this process, the blood passes through glomeruli, networks of fine capillaries in the kidney that act as filters. Compounds with molecular weights less than approximately 60,000 pass though the glomeruli. Many of the water molecules, glucose molecules, nucleotides, and other low-molecular-weight compounds that pass through the glomeruli are reabsorbed into the bloodstream, either by transporters that have broad specificities or by the passive transfer of hydrophobic molecules through membranes. Drugs and metabolites that pass through the first filtration step and are not reabsorbed are excreted.

Second, compounds can be actively transported into bile, a process that takes place in the liver. After concentration in the gall bladder, bile flows into the intestine. In the intestine, the drugs and metabolites can be excreted through the stool, reabsorbed into the bloodstream, or further degraded by digestive enzymes. Sometimes, compounds are recycled from the bloodstream into the intestine and back into the bloodstream, a process referred to as enterohepatic cycling (Figure 36.12). This process can significantly decrease the rate of excretion of some compounds because they escape from an excretory pathway and reenter the circulation.

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The kinetics of compound excretion is often complex. In some cases, a fixed percentage of the remaining compound is excreted over a given period of time (Figure 36.13). This pattern of excretion results in exponential loss of the compound from the bloodstream that can be characterized by a half-life (t1/2). The half-life is the fixed period of time required to eliminate 50% of the remaining compound. It is a measure of how long an effective concentration of the compound remains in the system after administration. As such, the half-life is a major factor in determining how often a drug must be taken. A drug with a long half-life might need to be taken only once per day, whereas a drug with a short half-life might need to be taken three or four times per day.

Figure 36.13: Half-life of drug excretion. In the case shown, the concentration of a drug in the bloodstream decreases to one-half of its value in a period of time, t1/2, referred to as its half-life.

Toxicity can limit drug effectiveness

An effective drug must not be so toxic that it seriously harms the person who takes it. A drug may be toxic for any of several reasons. First, it may modulate the target molecule itself too effectively. For example, the presence of too much of the anticoagulant drug coumadin can result in dangerous, uncontrolled bleeding and death. Second, the compound may modulate the properties of proteins that are distinct from, but related to, the target molecule itself. Compounds that are directed to one member of a family of enzymes or receptors often bind to other family members. For example, an antiviral drug directed against viral proteases may be toxic if it also inhibits proteases normally present in the body such as those that regulate blood pressure.

A compound may also be toxic if it modulates the activity of a protein unrelated to its intended target. For example, many compounds block ion channels such as the potassium channel hERG (Section 13.4), causing potentially life-threatening disturbances of cardiac rhythm. To prevent cardiac side effects, many compounds are screened for their ability to block such channels.

Finally, even if a compound is not itself toxic, its metabolic by-products may be. Phase I metabolic processes can generate damaging reactive groups in products. An important example is liver toxicity observed with large doses of the common pain reliever acetaminophen (Figure 36.14). A particular cytochrome P450 isozyme oxidizes acetaminophen to N-acetyl-p-benzoquinone imine. The resulting compound is conjugated to glutathione. With large doses, however, the liver concentration of glutathione drops dramatically, and the liver is no longer able to protect itself from this reactive compound and others. Initial symptoms of excessive acetaminophen include nausea and vomiting. Within 24 to 48 hours, symptoms of liver failure may appear. Acetaminophen poisoning accounts for about 35% of cases of severe liver failure in the United States. A liver transplant is often the only effective treatment.

Figure 36.14: Acetaminophen toxicity. A minor metabolic product of acetaminophen is N-acetyl-p-benzoquinone imine. This metabolite is conjugated to glutathione. Large doses of acetaminophen can deplete liver glutathione stores.

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The toxicity of a drug candidate can be described in terms of the therapeutic index. This measure of toxicity is determined through animal tests, usually with mice or rats. The therapeutic index is defined as the ratio of the dose of a compound that is required to kill one-half of the animals (referred to as the LD50 for “lethal dose”) to a comparable measure of the effective dose, usually the EC50. Thus, if the therapeutic index is 1000, then lethality is significant only when 1000 times the effective dose is administered. Analogous indices can provide measures of toxicity less severe than lethality.

Many compounds have favorable properties in vitro, yet fail when administered to a living organism because of difficulties with ADME and toxicity. Expensive and time-consuming animal studies are required to verify that a drug candidate is not toxic, yet differences between animal species in their response can confound decisions about moving forward with a compound toward human studies. One hope is that, with more understanding of the biochemistry of these processes, scientists can develop computer-based models to replace or augment animal tests. Such models would need to accurately predict the fate of a compound inside a living organism from its molecular structure or other properties that are easily measured in the laboratory without the use of animals.