---
title: "In Vivo vs In Vitro: Differences in Early Drug Discovery"
description: What is the difference between in vivo vs in vitro animal models in early Drug Discovery? We'll explain the pros and cons of each.
---

[Blog](https://blog.biobide.com)

# [In Vivo vs In Vitro: Differences in Early Drug Discovery](https://blog.biobide.com/in-vivo-vs-in-vitro-differences-in-early-drug-discovery)

 Written by [Sample HubSpot User](https://blog.biobide.com/author/sample-hubspot-user) | Dec 3, 2020 5:24:10 PM

During novel [Drug Discovery and Development processes](https://blog.biobide.com/the-drug-discovery-process) researchers typically begin with *in vitro* testing and then move to *in vivo* models. But what exactly are these techniques and how are they performed? In this post we’ll break down these concepts as well as the ***in vivo vs. in vitro*** question, exploring pros and cons of both. We will also investigate the [zebrafish](https://blog.biobide.com/how-are-zebrafish-used-in-research) and how it fits into this process.

## Early Drug Discovery Process

Drug Discovery and its regulatory approval is typically a lengthy and costly process taking up to a [decade or more and costing upwards of $1 billion](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3058157/#:~:text=This%20review%20will%20look%20at,candidate%20molecule%20for%20clinical%20development.). Beginning in the academic arena to identify a target and test a hypothesis, which may take years, the process then moves to preclinical trials to identify specific molecules (*Lead* *Candidates*) that possess characteristics suitable for developing effective drugs.

Studying drug toxicity and efficacy is necessary in order to choose the best candidates for further progress in subsequent phases of research from *in vitro* to *in vivo* in animals (Pre-clinical trials) and, later, in humans (Clinical trials).

Therefore*, in vivo* vs *in vitro* assays are both used in this critical preclinical stage of Early Drug Discovery to validate targets and development of candidates.

*Source:* [*NCBI*](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3058157/#:~:text=This%20review%20will%20look%20at,candidate%20molecule%20for%20clinical%20development.) 

## What is *In Vivo* vs *In Vitro*

### *In Vitro *

*In vitro* (Latin for “in glass”) refers to studies done externally of a living organism. This can include work done on bacteria or mammal cells in a petri dish, for instance. They are often used in pre-clinical pharmaceutical and fertility drug testing.

In *in vitro* pre-clinical tests, scientists expose target cells to a novel drug and then observe the effects. These techniques are especially useful for identifying any toxic or carcinogenic reactions.

A 2017 study on potential cancer treatments used *in vitro* tumor cells and high throughput drug screening to validate a personalized cancer drug. Tests results identified effective new drug and drug combinations created for each specific cell.

Tissue chips are another exciting and emerging *in vitro* technology that uses engineered microsystems to represent human organ tissues.

### *In Vivo*

*In vivo (“within the living”)* involves research conducted within the body of a living model. Around [30%](https://www.sciencedirect.com/science/article/abs/pii/S147148921930058X) of drugs which have passed *in vitro* pre-clinical studies fail clinical trials. Performing *in vivo* assays is an essential step in the Drug Discovery process as it reveals drug effects on whole, complex organisms. 

Traditionally, within the pre-clinical stage, less evolved animals such as rodents are used in the first line of research, followed by rabbits, dogs, pigs and primates.

## *In Vivo* vs *In Vitro*

Both *in vivo* and *in vitro* methods have their place in the world of research and are often used to complement each other. Depending on the application, however, there are advantages and disadvantages. 

*In vitro* research holds the advantages of being less expensive and therefore more suitable for high throughput, large scale pharmaceutical testing. From an ethical standpoint *in vitro* is also favored and does not require approval from[IACUCs](https://olaw.nih.gov/resources/tutorial/iacuc.htm). A significant drawback is that *in vitro* fails to address the complexity of organ systems. Biochemical processes like metabolization are not accounted for and therefore they are not as ‘translatable’ to humans.

*In vivo* models have the distinct advantage of testing toxicity, efficacy and safety of a drug based on a whole, complex, living organism. Gene editing in animals has made these processes even more successful. *In vivo* studies are, however, more costly (in terms of time and resources) and raise ethical concerns from many entities.

## Are Zebrafish *In Vitro* or *In Vivo*?

Zebrafish have a unique set of advantages in Drug Discovery and Development. They are often seen as a bridge between i*n vitro* and *in vivo* models. From a resource standpoint zebrafish are much more cost-effective in terms of housing, maintaining and breeding when compared to mice. They are also extremely adaptable to varying conditions. Zebrafish embryos are transparent, and are fertilized and developed externally, allowing scientists to manipulate and observe drugs´ effects directly using image analysis techniques which are very suitable for phenotypic screenings.

The [2010 European Commission Directive](https://pubs.acs.org/doi/10.1021/acs.chemrestox.9b00335) states that experiments with some early life-stage animals, such as zebrafish, are not considered experimental animals until they exit the chorion and start feeding independently. This means research using zebrafish embryos under five to six days post-fertilization (dpf) are not considered experimental animals, but are alternative [animal models](https://blog.biobide.com/zebrafish-as-a-model-organism-in-research-methods-and-benefits). Therefore, zebrafish  are under the [3Rs Principle](https://blog.biobide.com/the-3rs-of-animal-research-ethics-and-alternative-models): Replacement, Reduction and Refinement of animals, which aim to increase animal welfare in research without reducing scientific advances.

In conclusion, *in vivo* vs *in vitro* studies have their place in early Drug Discovery processes. Zebrafish as a model offer distinct advantages and provide an affordable, effective, and more ethical option when animal testing is necessary, combining advantages from both *in vitro* and *in vivo*.

[View full post](https://blog.biobide.com/in-vivo-vs-in-vitro-differences-in-early-drug-discovery)

```json
{
  "@context" : "http://schema.org",
  "@type" : "BlogPosting",
  "author" : {
    "@type" : "Person",
    "name" : "Sample HubSpot User"
  },
  "dateModified" : "2021-11-09T13:01:20.005Z",
  "datePublished" : "2020-12-03T17:24:10Z",
  "headline" : "In Vivo vs In Vitro: Differences in Early Drug Discovery",
  "image" : {
    "@type" : "ImageObject",
    "height" : 627,
    "url" : "https://f.hubspotusercontent10.net/hubfs/8093962/In-Vivo-vs-In-Vitro_Differences-in-Early-Drug-Discovery.jpg",
    "width" : 1200
  },
  "mainEntityOfPage" : "https://blog.biobide.com/in-vivo-vs-in-vitro-differences-in-early-drug-discovery",
  "publisher" : {
    "@type" : "Organization",
    "logo" : {
      "@type" : "ImageObject",
      "height" : 60,
      "url" : "/hs/hsstatic/content_shared_assets/static-1.4092/img/default-amp-logo.png",
      "width" : 60
    },
    "name" : "Blog"
  }
}
```