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The role of reverse engineering in the development of generic formulations

Generic drug

Image of Generic drug

According to the FDA, a generic drug is identical, or bioequivalent, to a brand name drug in dosage, form, safety, strength, route of administration, quality, performance characteristics, and intended use.

The role of reverse engineering in the development of generic formulations
Being the first to gain the most is a fundamental principle in the generics business because several companies compete to create generics of successful products going off patent. For a generics company to maintain revenue growth in a market in which product prices continue to fall, it must secure a continuous flow of new products, with quality and speed to market being key drivers. Thus, generics companies must be highly skilled in product and process development (1), the generics business, and achieving bioequivalence—the most critical development area.

Most generics are oral solid dosage forms (e.g., tablets and capsules) that are composed of various excipients, each having a specific purpose (2). Although excipients are clinically inactive, they are pharmaceutically active and, therefore, can affect all aspects of drug product performance (3).

Generics terminology
Although some information about an innovator drug product's API and excipient components can be found in common sources such as product information brochures, Physician's Desk Reference, or FDA's Web site, one can be more confident about the generic product's performance by developing a formula that is as qualitatively and quantitatively similar to the reference listed drug (RLD) as possible. Under US law, quantitative information about the excipients in oral dosage forms is not required to be revealed. In this context, reverse engineering of the innovator product's formulation is a scientifically sound and cost-effective strategy for accelerating generic product development. From a practical perspective, the chances of developing a bioequivalent product can be significantly increased by extending the concept of generic product sameness to formulation sameness with the RLD. Generic product sameness is defined in terms of pharmaceutical equivalence and bioequivalence. Formulation sameness with the RLD is defined in terms of equivalence of qualitative and quantitative formulas, solid state characteristics, and manufacturing process to the RLD.

Though generics companies have used reverse engineering for quite some time, the topic is scarcely covered in the published literature. In this article, we discuss the importance of reverse engineering and propose a decision-making process for developing solid oral dosage forms. We suggest various components of reverse engineering and the tools needed to carry out the process. The method is based on information generated from a series of reverse engineering experiments on RLD products (4).

Components of reverse engineering
Decoding the quantitative formula
Decoding an RLD's quantitative formula should begin with identifying which excipients most affect the formulation's performance in quality tests, i.e., stability or dissolution. These data will provide information about the resources required for reverse engineering versus the importance of the information derived. Resources, e.g. time and money, can be streamlined on the basis of these findings because sometimes traditional formulation optimization techniques may be more efficient than reverse engineering. In general, pH-adjusting agents, buffers, stabilizers (e.g. antioxidants and chelating agents), and dissolution modifiers (e.g., surface active agents) are the best candidates for reverse engineering.

The next step is to quantify an identified excipient in the tablet matrix, which is challenging because of possible interference from the other excipients. Hence, the excipient must first be separated from the tablet matrix using techniques such as differential solubility, filtration (with filters of a specific pore size or molecular weight cutoff), high-performance liquid chromatography (HPLC), high-performance thin-layer chromatography (HPTLC), and size-exclusion chromatography. One must select the separation technique based on the number of interfering components present and their physicochemical properties.

After separation, quantification must be performed using a gravimetric or detection tool such as ultraviolet-visible light, the refractive index, an evaporative light-scattering detector for HPLC, or spectroscopic techniques (e.g. infrared attenuated transmittance reflectance or near-infrared [NIR] spectrometry). Gravimetry is best suited for quantifying major excipients of significant weight in the dosage unit. Components present in small quantities such as stabilizers, surfactants, and pH-modifying agents are best quantified using sophisticated separation and quantification techniques such as HPLC and HPTLC. High molecular weight excipients such as widely used polymers can be effectively quantified using size-exclusion chromatography.

Solid-state characterization of API
The API's solid-state properties can be categorized as molecular, particle, or bulk. The molecular level encompasses properties such as crystalline forms, hydrates, solvates, and amorphous forms. Differences among the intermolecular arrangements and free energy distinguish these forms in solubility, manufacturability, bioavailability, and stability (5). These factors are critical when characterizing the RLD's API solid form during the development of generic products.

With respect to generic drug development and abbreviated new drug applications (ANDAs), polymorphism has been discussed thoroughly in recent publications (6). In the context of the regulatory requirements, the statutory provisions do not require the sponsor of an ANDA to demonstrate that the API in the generic product and the innovator product "exhibit the same physical characteristics and that the solid-state forms of the drug have not been altered" (7). Thus, solid polymorphism is not a relevant issue to demonstrate the basis of drug substance sameness in an ANDA.

In a practical context, the innovator product is usually developed using the most stable polymorphic form to avoid transformation complications during processing and storage. To be safe, generics companies should use the same polymorphic form as the RLD to ensure a similar stability and dissolution profile. At times, such a strategy will be blocked because a valid patent on the polymorphic form extends beyond the expiry of the basic molecule patent. In this instance, one must file under paragraph IV certification (505 [j] [2][A][vii]) and use an alternative solid form to develop the generic product. Various techniques such as powder X-ray diffraction, IR, NMR, Raman spectroscopy, etc.; differential scanning calorimetry; and themogravimetric analysis may be used to characterize solid forms. Detecting and quantifying polymorphic mixtures in the dosage unit may be required. This procedure can be conducted more effectively using powder X-ray diffraction because other techniques tend to exhibit interference from the tablet matrix.

Particle-size reduction or micronization is a common method used by pharmaceutical companies to improve the dissolution rate of poorly water-soluble drugs. API particle-size distribution which directly affects bioavailability and dissolution rate, helps ensure a bioequivalent formulation, especially for drugs having dissolution-sensitive bioavailabilities. Thus, the information generated from the API's particle-size distribution in the innovator product is critical in ensuring dissolution and bioequivalence. The challenge herein lies in determining the API's particle size in the presence of other excipients. Routine particle-sizing techniques based on light obscuration and laser scattering will not be applicable because of their inability to differentiate between the API and excipient particles. The only feasible technique is microscopy.

Microscopy can differentiate APIs from excipients on the basis of characteristics such as particle shape and birefringence patterns. Under polarized light, crystalline drugs exhibit birefringence patterns whereas many excipients are noncrystalline and therefore do not exhibit a birefringence pattern. Hot-stage microscopy can be supplemented with optical microscopy to confirm the API particles are identified according to their melting points. Thus, identifying and characterizing the original drug's API at the molecular and particle levels accelerates decision making and minimizes developmental and regulatory approval time.

Identifying the manufacturing process.
Solid oral dosage forms can be manufactured using wet granulation, dry granulation, or direct compression, depending on the API's stability profile, API–total tablet weight ratio, and physicotechnical properties (e.g., flow properties and compressibility of the major ingredients). In addition to processability, the manufacturing technique can affect the drug's stability and performance in the in vitro and in vivo environment, i.e. dissolution and bioavailability.

The process used to manufacture the RLD can be predicted on the basis of the API's physicochemical profile—the wet granulation process will not be feasible for water-sensitive APIs or it may be difficult to achieve and confirm the blend uniformity of a very low-dose API in a direct-compression method. Visual examination of the tablet fracture provides some idea about the granulation technique. Wet or dry granulation produce fractures that are rougher than those produced by direct compression. The tablet can be put in a petri dish containing water, and the disintegration pattern can be examined under a low-power optical microscope. Tablets prepared using direct-compression disintegrate into individual particles, whereas tablets prepared by wet or dry granulation disintegrate into particle agglomerates (granules). This information can be grouped with the qualitative formula to finalize the excipients' roles in the dosage form. Some excipients such as hydroxypropyl methylcellulose, starch, and lactose can have multiple roles in the final dosage form. Thus, it may be difficult to assign them a functionality initially by solely examining the qualitative formula.

Protocol for reverse engineering

 Image of Performing RE on a tablet dosage form &various stages of decision-making process at Product Development

Figure 1 shows a decision tree for performing reverse engineering on a tablet dosage form. The functionality of the excipient and the API's physicochemical properties strongly affect the amount of effort needed for reverse engineering to be successful.

A judiciously performed reverse engineering exercise can facilitate the decision-making process at various stages of product development (Figure 2).

During Stage 1, information about the API's solid form can expedite the identification of meaningful specifications and the selection of suitable vendors. Similarly, a highly truncated preformulation study protocol is needed for generic products that are qualitatively and quantitatively similar to the RLD.

Stage 2 will have the most perceptible effect on reverse engineering. Quantitative information about key ingredients will simplify prototype formulation optimization. A traditional approach involves making several prototypes of varying compositions and testing them for performance and stability.

Decoding the quantitative details would drastically reduce the number of experiments required to reach the optimal formulation. Thus, the decision-making process becomes objective because of reduced dependence on experimental observations such as the dissolution profile, which, though a useful tool, does not ensure a bioequivalent product. Much higher confidence about the bioequivalence can be obtained by developing a quantitatively similar product based on reverse engineering and ensuring a dissolution profile similar to the RLD. In the same way, proactive solid-state characterization of the API in the RLD would reduce risks along the developmental pathway, especially for products containing molecules in which the bioavailabilities are sensitive to dissolution.

From: Arvind K. Bansal, Vishal Koradia, Pharmaceutical Technology

  1. J.-M. Peny, "How Bright Is the Future for Generics?" Scrip Magazine 122, 13–17 (2003).
  2. P. York, "Solid-State Properties of Powders in the Formulation and Processing of Solid Dosage Forms," Int. J. Pharm. 14 (1), 1–28 (1983).
  3. M.N. Martinez and G.L. Amidon, "Mechanistic Approach to Understanding the Factors Affecting Drug Absorption: A Review of Fundamentals," J. Clin. Pharmacol. 42 (6), 620–643 (2002).
  4. V. Koradia, G. Chawla, and A.K. Bansal, "Comprehensive Characterization of the Innovator Product: Targeting Bioequivalence Generics," J. Generic Med. (in press).
  5. S.R. Byrn et al., "Pharmaceutical Solids: A Strategic Approach to Regulatory Considerations," Pharm. Res. 12 (7), 945–954 (1995).
  6. A.S. Raw et al., "Regulatory Considerations of Pharmaceutical Solid Polymorphism in Abbreviated New Drug Applications (ANDAs)," Adv. Drug Del. Rev. 56 (3), 397–414 (2004).
  7. FDA, Federal Register 57, 17958–17959 (April 28, 1992).