Tuesday, 29 November 2016

Measuring Diversity

There can't be many of you who haven't watched a David Attenborough documentary, or even a series of documentaries, in which he waxes lyrical about the Natural World. Whether he is talking about marine life, plant life, animals or insects, a constant theme running through his narrative is diversity. In my last post I attempted to define diversity, but when I was introduced to evolution, I thought how do we measure diversity? Darwin's theory of evolution based on Natural Selection, came out of the many observations he made on the differences between the beetles he collected at home or the finches he collected in the Galapagos Islands. There seem to be 250,000 described species of plants, 12,000 species of roundworm, only 4,000 described species of mammals, but there are over 350,000 beetle species, at the last count! Why are there over 350 000 species of beetles? Why is there a gradual change in the shape of the beak of the Galapagos finches? Both observations share a common thread: diversity.

The chart on the left from the University of Berkeley's evolution resources, reveals the range of species numbers (as percentages of the total estimated number of species on the planet). Even if it isn't a perfect set of proportions, and in fact it  excludes  bacteria and their viruses, (which will be discussed separately below), it makes quite a statement! Humans (grouped under vertebrates) represent much less than 1%  of the species on the planet. However, an interesting point for group discussion might be. While humans are in the minority species on planet Earth, they seem to have the biggest influence on the future of our planet?  Is this true? What does it say about the "balance of power" in any society or ecosystem? Do all humans have the same level of power? If not why not

Back to measuring diversity. There are a few ways of measuring diversity of species. The concept of species richness is perhaps the simplest (but also the least reliable). Typically you might take a small section of ground (repeated several times to improve confidence in the measurements) and simply count the number of different species/organisms. Some will be easy; insects and plants, others will require more sophisticated methods; e.g. bacteria, fungi and viruses. The experiment is an easy one to conduct and popular early on in ecology classes, whilst it does have some limitations (can you think what they might be?), it does allow comparisons to be made between different ecological niches. [The word niche comes from the Latin nidus for nest, and then from the French version, niche. In Biology it is used to describe a space occupied by a group of organisms: in business it means a segment of the market. You may have heard the expression, "niche market" which means a specialist market, such as that for vinyl records in the world of digital music?] You might carry out a survey of elephants by monitoring a section of land in Africa over a few weeks, as another example. There are of course more robust methods, which I wont discuss here. But can you find the most reliable resources (and sources) for measuring the diversity of anything from baked bean manufacturers to spoken languages? How do the numbers (or metrics) vary from one source to the next? Can you use the population of the school to measure the diversity of something. Maybe three groups could measure the diversity of the same thing and then reflect on any variation in measurements? Anything will do!

In June, 2000, President Bill Clinton and Prime minister Tony Blair stood alongside scientists from around the world to celebrate the completion of the human genome project. An international consortium of scientists had collaborated for over 10 years, to determine the number and precise sequence of the nucleotides (the building blocks of DNA) that define the human genome. But whose genome was it? In fact we don't know! Since we are all more than 99.9% identical in terms of our genes: despite the ethnic diversity that we are all aware of, the human internet genome is a "composite" of 5 unknown individuals, selected at random from a group of approved (consent was provided) donors. I think we can all agree, that everyone is unique, with exception of identical twins. So how diverse is the human genome? What's more, what makes humans different from our nearest relatives on Earth? This is an important challenge for the Biologists among you. Just like the species richness method, you might want to think about how you assess the differences in numbers and types of genes. You might want to ask what characteristics make us visibly (or audibly!) different from our closest genomic relative? I'll give you a hint. How many primates have developed language skills? But there are other, even more obvious differences. What are they and what is their significance?

The human genome contains approximately 21,000 genes, spread over 23 pairs of chromosomes. For comparison simple bacteria, like E.coli have around 3,000 genes and even the fruit fly, Drosophila melanogaster, has around 10,000. There are some fundamental genes that we share with fruit flies, and even it seems with bacteria. How might you go about investigating this? Well the answer comes from computer science and I will be writing a post on this topic separately. I hope this might be of interest to those of you who are more computer minded. This is the field of Bioinformatics. And more on this soon. It is worth contemplating this. Humans represent less than 1% of the species on the planet and we only have twice as many genes as a fly. Bacteria (see below) are the second most abundant species on the planet, and they have on average one fifth the number of genes as a human.

Before I finish this post, I want to introduce you to the species that outnumber all of those I have discussed so far: microbes and their viruses (which we call bacteriophage).  In the news, we often read about bacterial pathogens, but most of the Earth's bacteria are found in the sea and the soil. It is estimated that there are approximately 4 × 1031 cells in total (4 with 31 0s after it!). Bacteria are often associated with humans and animals which provide many niche environments within them. By the time we reach adulthood, we are probably carrying around with us just under 1kg of bacteria every day! That's more individual bacterial cells than human cells in our own bodies. And that mixture is also diverse (see the above image)! And just as we are susceptible to the occasional viral infection, so to are bacteria. It is estimated that there are around 10 bacteriophage for every single species of bacteria. Making the bacteriophage the most abundant species of all, on planet Earth!

Next the diversity of languages. Have a good weekend!

Monday, 28 November 2016

What is "diversity" and why should we embrace it?

Opening a discussion on Diversity. You can hear and read the word diversity now everywhere you go. Is this just my imagination or is there any evidence for this? Using Google's addictive Ngram viewer you can now look at the frequency of usage of any word or phrase in publications, mainly books. So words like cloning only appear after 1960, rising sharply in the 1970s and '80s. Pick a word or phrase, and you can begin to see trends in language usage in seconds. A great tool for discussing language and lingusitics (and popular culture) with students. Back to diversity. Diversity is defined in the Oxford English dictionary as "a range of different things" having its origin in the Latin verb divertere, to turn aside (think of diversion or to divert one's attention.) Between 1800 and 1970 (the period covered by Google Ngram), the use of diversity remained the same, rising sharply since then. So this supports my impression [as a scientist it is "hard-wired" into me to support any proposals with evidence]. While words like diverse have a formal meaning, they have become adopted culturally. For example the word awesome is a popular adjective to describe something impressive, replacing excellent, among young people. It has probably come into more frequent use in recent years, largely via Hollywood/US TV. The phrase "direction of travel", which used to refer to the way the train was going, is now widely used to describe the "business trajectory" of an organisation. The English language is a melting pot of words and phrases that have become assimilated over many years. In fact it is an incredibly diverse language.

If I am right and the English language is diverse, how has this happened?  If we come right up to date and we analyse the make up of our genomes (the specific sequences of the genes that make us who and what we are), then we can gain an insight into the geographical location of the people who have made British citizens what they are today (often referred to as the "demographic"). A marvelous study was recently described in the journal Nature and you can read about it here. In summary, the genes we have today can be compared with those from the Vikings, the Romans etc and it is clear from this, that most white British people share 30% of their genes with modern day Germans. It is also the case that the diversity of the population across the country, is itself diverse. Small, isolated rural communities show much less diversity in ethnicity than an historic port like Liverpool.



If we now look under the hood, as the Americans say, at the genetic differences between UK individuals in cities like Liverpool or the rural villages and towns in the North of England, the picture that emerges is more complex. It is not uncommon for individuals who are recognisably white and British, to have acquired significant amounts of their chromosomal DNA from Indian, African and European Gene Pools. Even though we are an island, we are the products of global genetic exchange, over many centuries. A map of the most common second languages of New York, makes a similar point (see above): you don't need to read the labels to appreciate that each colour represents a different ethnicity ranging from Chines (light orange), through Russian (green) to Arabic (in red). I want to make the point in this series of posts that diversity is a good thing! Before I do, I want to raise your awareness of diversity not only in the appearance of the human race, but of many other aspects of Life on Earth. 

I shall be developing the topic of diversity, which I hope will provide the impetus for breaking down the barriers between subjects in school and promoting inter-subject dialogue. This short introduction will be followed over the coming weeks, by discussions of diversity in Science, Language, Art, Music etc. I hope you find it interesting. ANd any contributions would be most welcome!