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Interesting Questions:
1. What is “function”?
In Biology, there are two main concepts
of function:
• A historical concept of function, also
referred to as the “selected effect
function” or “proper function.”
• A non-historical concept of function,
also referred to as the “causal
function.”
• For a trait, A, to have a selected effect
function, F, it is necessary and (almost)
sufficient that the following two
conditions hold:
(1) A originated as a “reproduction” (a copy,
or a copy of a copy) of some prior entity
that performed F (or some function
similar to F) in the past.
(2) A exists because of this function.
• For a trait, A, to have a causal or non-
historical function, F, it is necessary and
sufficient that:
(1) A performs a function.
What is the function of the heart?
The proper
function is to pump
blood.
The causal functions of the heart are to add
300 grams to body weight, to produce
sounds, to be encased in the the
pericardium, to partially fill the
mediastinum, to provide an inaccurate logo
for Valentine Day cards, & to pump blood.
• Most biologists use the proper or
selected effect function.
• ENCODE used the causal function.
“Operationally, we define a functional element
as a discrete genome segment that encodes a
defined product (for example, protein or non-
coding RNA) or displays a reproducible
biochemical signature (for example, protein
binding, or a specific chromatin structure).”
• An example of a function that fits the
ENCODE definition: shoes binding
chewing gum. The function of shoe soles
is to bind sticky stuff in the summer.
“By the logic employed by ENCODE, following a
collision between a car and a pedestrian, a car’s
bonnet would be ascribed the 'function' of
projecting a pedestrian many meters and the
pedestrian would have the 'function' of deforming
the car’s bonnet.” Laurence Hurst 2013. BMC Biol. 11:58
Bonnet (UK) = Hood (USA)
Interesting Questions:
2. Why do people have “problems” with DNA that
has no function?
“… nothing is so alien to the
human mind as the idea of
randomness.”
John Cohen. 1960. Chance, Skill, and Luck: The
Psychology of Guessing and Gambling. Baltimore,
MD: Penguin Books.
Inability to deal with randomness
Apophenia /æpɵˈfiˈniə/
In psychology: the experience of seeing
meaningful patterns or connections in
random or meaningless data. A type of
mild or incipient schizophrenia.
In statistics, apophenia is known as Type I
error (false positives).
Klaus Conrad. 1958. Die beginnende Schizophrenie.
Versuch einer Gestaltanalyse des Wahns [Incipient
Schizophrenia: An Attempt to Analyze delusion].
Stuttgart: Georg Thieme Verlag.
Consider the term “junk DNA.” Implicit in this term is the
view that because the genome of an organism has been
cobbled together through a long, undirected
evolutionary process, the genome is a patchwork of
which only limited portions are essential to the
organism. Thus, on an evolutionary view we expect a
lot of useless DNA. If, on the other hand, organisms are
designed, we expect DNA, as much as possible, to
exhibit function.
Creationist William A. Dembski
Ideological/religious opposition
Junk = Heroin
“He's been hittin’ that junk, he's all fucked up”
Junk = Male genitalia
“Dude you just touched my junk!!... do it again
;)”
Semantic Baggage
Interesting Questions:
3. What is “junk”?
“Some years ago I noticed that there are two kinds of
rubbish in the world and that most languages have
different words to distinguish them. There is the rubbish
we keep, which is junk, and the rubbish we throw away,
which is garbage. The excess DNA in our genomes is
junk, and it is there because it is harmless, as well as
being useless, and because the molecular
processes generating extra DNA outpace
those getting rid of it.”
Sydney Brenner. 1998. Refuge of spandrels. Current Biology 8:R669.
“Were the extra DNA to become disadvantageous, it
would become subject to selection, just as junk that
takes up too much space, or is beginning to smell, is
instantly converted to garbage by one’s wife, that
excellent Darwinian instrument.”
Sydney Brenner. 1998. Refuge of spandrels. Current Biology 8:R669.
Graur’s garage: Functional, but full of junk A garage in which junk became garbage
A garage according to ENCODE. Such garages do not exist.

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What is Biological Function?

  • 1. Interesting Questions: 1. What is “function”?
  • 2. In Biology, there are two main concepts of function: • A historical concept of function, also referred to as the “selected effect function” or “proper function.” • A non-historical concept of function, also referred to as the “causal function.”
  • 3. • For a trait, A, to have a selected effect function, F, it is necessary and (almost) sufficient that the following two conditions hold: (1) A originated as a “reproduction” (a copy, or a copy of a copy) of some prior entity that performed F (or some function similar to F) in the past. (2) A exists because of this function.
  • 4. • For a trait, A, to have a causal or non- historical function, F, it is necessary and sufficient that: (1) A performs a function.
  • 5. What is the function of the heart? The proper function is to pump blood. The causal functions of the heart are to add 300 grams to body weight, to produce sounds, to be encased in the the pericardium, to partially fill the mediastinum, to provide an inaccurate logo for Valentine Day cards, & to pump blood.
  • 6. • Most biologists use the proper or selected effect function. • ENCODE used the causal function. “Operationally, we define a functional element as a discrete genome segment that encodes a defined product (for example, protein or non- coding RNA) or displays a reproducible biochemical signature (for example, protein binding, or a specific chromatin structure).”
  • 7. • An example of a function that fits the ENCODE definition: shoes binding chewing gum. The function of shoe soles is to bind sticky stuff in the summer.
  • 8. “By the logic employed by ENCODE, following a collision between a car and a pedestrian, a car’s bonnet would be ascribed the 'function' of projecting a pedestrian many meters and the pedestrian would have the 'function' of deforming the car’s bonnet.” Laurence Hurst 2013. BMC Biol. 11:58 Bonnet (UK) = Hood (USA)
  • 9. Interesting Questions: 2. Why do people have “problems” with DNA that has no function?
  • 10. “… nothing is so alien to the human mind as the idea of randomness.” John Cohen. 1960. Chance, Skill, and Luck: The Psychology of Guessing and Gambling. Baltimore, MD: Penguin Books. Inability to deal with randomness
  • 11. Apophenia /æpɵˈfiˈniə/ In psychology: the experience of seeing meaningful patterns or connections in random or meaningless data. A type of mild or incipient schizophrenia. In statistics, apophenia is known as Type I error (false positives). Klaus Conrad. 1958. Die beginnende Schizophrenie. Versuch einer Gestaltanalyse des Wahns [Incipient Schizophrenia: An Attempt to Analyze delusion]. Stuttgart: Georg Thieme Verlag.
  • 12.
  • 13.
  • 14. Consider the term “junk DNA.” Implicit in this term is the view that because the genome of an organism has been cobbled together through a long, undirected evolutionary process, the genome is a patchwork of which only limited portions are essential to the organism. Thus, on an evolutionary view we expect a lot of useless DNA. If, on the other hand, organisms are designed, we expect DNA, as much as possible, to exhibit function. Creationist William A. Dembski Ideological/religious opposition
  • 15. Junk = Heroin “He's been hittin’ that junk, he's all fucked up” Junk = Male genitalia “Dude you just touched my junk!!... do it again ;)” Semantic Baggage
  • 17. “Some years ago I noticed that there are two kinds of rubbish in the world and that most languages have different words to distinguish them. There is the rubbish we keep, which is junk, and the rubbish we throw away, which is garbage. The excess DNA in our genomes is junk, and it is there because it is harmless, as well as being useless, and because the molecular processes generating extra DNA outpace those getting rid of it.” Sydney Brenner. 1998. Refuge of spandrels. Current Biology 8:R669.
  • 18. “Were the extra DNA to become disadvantageous, it would become subject to selection, just as junk that takes up too much space, or is beginning to smell, is instantly converted to garbage by one’s wife, that excellent Darwinian instrument.” Sydney Brenner. 1998. Refuge of spandrels. Current Biology 8:R669.
  • 19. Graur’s garage: Functional, but full of junk A garage in which junk became garbage A garage according to ENCODE. Such garages do not exist.