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Antibody affinity maturation as an engineering process (and other things)

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In Kairosfocus’ very good thread about functional complexity, I posted about antibody affinity maturation as an example of a very complex engineering process embedded in biological beings. Both Kairosfocus and Dionisio suggested that I could open a new thread to discuss the issue. When such good friends ask, I can only comply.  🙂

For lack of time, I will try to be very simple.

First of all, I paste here my original post (#6 in the original thread):

KF:

Thank you for the very good summary. Among many other certainly interesting discussions, we may tend to forget sometimes that functionally specified complex information is the central point in ID theory. You are very good at reminding that to all here.

I would like to suggest a very good example of multilevel functional complexity in biology, which is often overlooked. It is an old favourite of mine, the maturation of antibody affinity after the initial immunological response.

Dionisio has recently linked an article about a very recent paper. The paper is not free, but I invite all those interested to look at the figures and legends, which can be viewed here:

http://www.nature.com/nri/jour…..28_ft.html

The interesting point is that the whole process has been defined as “darwinian”, while it is the best known example of functional protein engineering embedded in a complex biological system.

In brief, the specific B cells which respond to the epitope (antigen) at the beginning of the process undergo a sequence of targeted mutations and specific selection, so that new cells with more efficient antibody DNA sequences can be selected and become memory cells or plasma cells.

The whole process takes place in the Germinative Center of lymph nodes, and involves (at least):

1) Specific B cells with a BCR (B cell receptor) which reacts to the external epitope.

2) Specific T helper cells

3) Antigen presenting cells (Follicular dendritic cell) which retain the original epitope (the external information) during the whole process, for specific intelligent selection of the results

4) Specific, controlled somatic hypermutation of the Variable region of the Ig genes, implemented by the following molecules (at least):

a) Activation-Induced (Cytidine) Deaminase (AID): a cytosine:guanine pair is directly mutated to a uracil:guanine mismatch.

b) DNA mismatch repair proteins: the uracil bases are removed by the repair enzyme, uracil-DNA glycosylase.

c) Error-prone DNA polymerases: they fill in the gap and create mutations.

5) The mutated clones are then “measured” by interaction with the epitope presented by the Follicular DC. The process is probably repeated in multiple steps, although it could also happen in one step.

6) New clones with reduced or lost affinity are directed to apoptosis.

7) New clones with higher affinity are selected and sustained by specific T helper cells.

In a few weeks, the process yields high affinity antibody producing B cells, in the form of plasma cells and memory cells.

You have it all here: molecular complexity, high control, multiple cellular interactions, irreducible complexity in tons, spacial and temporal organization, extremely efficient engineering. The process is so delicate that errors in it are probably the cause of many human lymphomas.

Now, that’s absolute evidence for Intelligent Design, if ever I saw it. :)

The most interesting answers came from Aurelio Smith and sparc. I have already answered AS’s comment in the original thread. Spark’s comments were more specific, so I paste them here  (#58 and 59):

You haven’t looked up evolution of AID, did you?

and

BTW, you let out the part of the B-cell development that occurs without any antigen. Lots of mutations, rearragements and selection. Where and how does ID interfere in these processes. Especially, in cases of man made synthetic artificial antigens that were not present 50 years ago?

OK, I will make just a couple of comments on these two points here, and let the rest to the discussion:

a) My point was not specifically about the evolution of the individual proteins in the system, but about the amazing complexity of the whole system. So, I have not done any detailed analysis of the individual proteins I quote. However, I will look at that aspect. As sparc seems aware of specific information about the evolution of AID, I invite him ot provide some references, and we can certainly go on from there.

b) I did not “let out” the part of the B-cell development. I simply focused on affinity maturation. However, the part sparc alludes to is extremely interesting too, so I will mention here in very general lines how it works, and why it is another wonderful example of intelligent engineering. And we can obviously discuss this second aspect too.

In brief, the adaptive immune system must solve the problem of reacting t a great number of potential antigens/epitope, which are not known in advance (I will use “epitope” from now on, because that is the immulogically active part of an antigen).

So, the two branches of the adaptive immune system (B system and T system) must be “prepared” to recognized possible epitopes coming from the outer world. They do that by a “sensor” which is the B cel receptor (BCR) in the B system, and the T cell receptor (TCR) in the T system.

Let’s focus the discussion on the B system.

To recognize the greatest number of possible epitopes (IOWs, of possible small biochemical configurations, mainly of proteins but also of other molecules), the B immune system builds what is usually known as the “basic repertoire”.Very simply, B cells underso a process of somatic genetic differentiation, essentially based on the recombination of VDJ genes, which generates a basic repertoire of different B clones with specific variable genes for the heavy and light chain, IOWs a specific BCR. In that sense, immune cells are different from other somatic cells, because they have a specific genetic recombination of the variable chains of the BCR (and therefore of the antibody that they will produce.

No one knows exactly how big that repertoire is in each individual, but new techniques are helping much in studying it quantitatively. From what I have read, I would say that the size is probably somewhere between 10^6 and 10^9 (more or less the total number of B cells in an organism).

Now, what is the purpose of this basic BCR (antibody) repertoire? We can consider it as a “network” of lower affinity antibodies covering in a loose way the space of possible epitope configurations. That repertoire is generated blindly (IOWs, without any information about specific antigens) by a process of sophisticated genetic engineering (VDJ recombination and other factors), which again uses random variation in a controlled way to generate diversity.

So, to sum up. two different complex algorithms act to ensure efficient immune responses.

1) The first one generates a “blind” repertoire of lower affinity antibodies covering as well as possible the whole space of configurations of possible epitopes.

2) The second one (affinity maturation) refines the affinity of the B cells selected in the primary response (from the basic repertoire) so that they become high affinity, specialized memory cells. This is the process I described in the beginning, in my post.

Both processes are wonderful examples of sophisticated engineering and irreducibly complex systems, and they are completely different one from the other. Both processes work together in sequence in a sophisticated and irreducibly complex meta-system.

Both use controlled random variation to generate diversity. The second process also uses intelligent selection based on existing information from the environment (the epitope conserved in the Follicular GC cell).

All that is very brief, and in no way covers the whole complexity of what is known. So, let’s open the discussion.

Comments
Me Think:
You can’t claim Ebola (It’s a virus, Joe) is designed by ID agent and escape from the conclusion that ID agent is thus responsible for deaths.
LoL! YOU can't because you don't have any reasoning capability. I know ebola is a virus. I also know that it could have easily become deadly due to Darwinian processes acting on a non-deadly virus. Perhaps you also think that all deaths by car means the car designers caused the deaths.Joe
February 6, 2015
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Me_Think:
Here is a brief description of how Ebola virus works
ROFLMAO. I had a much more benign example in mind…DNA_Jock
February 6, 2015
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Gpuccio @29:
You [DNA_Jock] ask:
What is the minimum level of complexity for such a RM+DR system that would confer a selectable advantage? Or, to put it another way, how do you suppose that the cell might “measure” the affinity of its antibody for a hapten? What would be a simple way for the cell to translate affinity into differential reproduction?
Not sure what “DR” means. And what is the meaning of the rest? The high affinity generated by the system is somatic, and is not transmitted in reproduction. What is transmitted is the whole system which generates it. And it is certainly very complex. I don’t know if there is any simpler way to get to the same result. Probably not.
DR means ‘differential reproduction’. Of the B cells. Trying to avoid begging the question of IS vs NS…
Does that answer your questions?
Yes, thank you. Despite the fact that you ducked questions 2 and 3 completely and re-wrote the first question I asked -- “What is the minimum level of complexity for such a RM+DR system that would confer a selectable advantage?” -- substituting the question you prefer, i.e. “is [there] any simpler way to get to the same result”, your response of “I don’t know...Probably not.” lets me know all I need to: you aren’t interested in actually thinking about the system, and how it might have arisen. Your choice.
And I say, again, that I am not “using the word “intelligent”, when what I actually mean is “complicated””. Not at all. In this context, I am using the word “intelligent selection” in a very specific sense, as I will try to clarify in next post.
I look forward to your clarification, since (as I noted in 24), you have given two different definitions, both of which carry curiously teleological baggage. You wouldn’t be trying to beg the question now, would you?DNA_Jock
February 6, 2015
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Dionisio @ 36 Read my comment #33 again. I am sure you will find the relevance after a few reads. Have you understood all those - swiss, chimera, kinetic energy - potential energy bit ?Me_Think
February 6, 2015
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Joe, You are late to the party. Check my comment #26. GP replied to my comment @28 and I am taking it further from there. You can't claim Ebola (It's a virus, Joe) is designed by ID agent and escape from the conclusion that ID agent is thus responsible for deaths.Me_Think
February 6, 2015
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#33 Me_Think Are whining and complaining your best arguments for this serious discussion? You may benefit from reading carefully my post #32 addressed to sparc, but mostly applicable to you and your party comrades too. C'mon, give it another try. You should do better than this poor performance you have shown here so far. Onlookers/lurkers are watching what's going on. They want to read a serious discussion. Don't let them down. Bring up your strong arguments. :)Dionisio
February 6, 2015
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Me Think:
Ok, so you are not averse to admitting ID agents, which guide the viral processes...
That is NOT what he said. Obviously you have issues.
My second question, if I may, What is that you want to achieve in this OP if you already believe the system is designed and you have rejected [evolution] and selection (@ 14) as a parameter ?
Natural selection has proven to be impotent. Only true believers like you still cling to it. BTW ID doesn't require the supernatural. You are so confused that it has become amusing watching you contort reality.Joe
February 6, 2015
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#29 gpuccio
The high affinity generated by the system is somatic, and is not transmitted in reproduction. What is transmitted is the whole system which generates it. And it is certainly very complex. I don’t know if there is any simpler way to get to the same result. Probably not.
That's a clear statement based on careful analysis of the available evidences. Your interlocutors seem to base their arguments on old misconceptions and misleading presuppositions. They definitely should try better next time. :)Dionisio
February 6, 2015
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gpuccio @ 28,
I have no doubts that viruses are designed.
[..by ID agents.] Ok, so you are not averse to admitting ID agents, which guide the viral processes are bad and they have no qualm about killing a child, objective morality be damned. My second question, if I may, What is that you want to achieve in this OP if you already believe the system is designed and you have rejected [evolution] and selection (@ 14) as a parameter ? Have you - to exclude super natural ID explanation- exhausted research of chemical, structural and hydrodynamics of the system ? I am sure you have used the SwissModel or Chimera to generate protein (hapten can't work without protein. It has to be attached) models and examined various energy parameters and possible binding site. May be you examined ramachandran plots too.... you know if you haven't done any of those and have understood the dynamics, you can't really claim everything is designed by intelligence, right? If I throw a ball, it will follow the path which has the least Kinetic - potential energy difference. It is pretty intelligent. Does it mean the ball calculates all the possible paths in the milliseconds after the ball is released into air and chooses the correct path which minimizes KE-PE ? The force on a point on that path can be calculated by the integral of the negative potential on a point on that path, does it mean the ball knows advanced maths? or can you conclude the ball has consciousness ? Isn't your conclusions in the OP somewhat similar ?Me_Think
February 6, 2015
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#25 sparc
"It doesn’t make sense for any immunologist to join this kind of “if you have a hammer everything looks like a nail” discussion because you will just continue to claim that the immune system is intelligently designed and try to obfuscate mutation and selection as the major forces forming the antibody repertoire."
Is whining the best argument you can present at this discussion? Can't you do better than this? Can you point to any set of papers explaining how the entire mechanisms gpuccio described in the OP got setup to work the way they do? One option is that the interwoven mechanisms could have been intelligently setup a priori. What is your strong argument against it? Is there a detailed explanation for the appearance of the amazingly complex choreographies orchestrated within the biological systems, which can handle even stochastic scenarios? This thread was made after you questioned gpuccio's insightful comments in kf's thread. Do you need to be reminded of your question again? I mistakenly overestimated your knowledge and expected to see this new thread flooded with strong arguments from you. That's why I suggested to start a separate thread, specially to discuss the issues you had questioned in gpuccio's comments within kf's thread. Even gpuccio thanked you for your comment that triggered this separate thread. And now all you can do is whine and complain? You have disappointed me. Now I see I had exaggerated expectations. Your question to gpuccio in the kf's thread gave me the wrong impression. Oh, well. What else is new? Your comrades have done the same before too. Well, fasten your seatbelt. It ain't gonna get easier than this. As more research is done, shedding more light on the elaborate cellular and molecular choreographic orchestrations seen in biological systems, the discussion will get more intensive. All arguments will be thoroughly scrutinized. :)Dionisio
February 6, 2015
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sparc, If you don't like the design inference wrt the immune system then just step up and demonstrate that blind and unguided processes can produce it. Ya see we infer it was intelligently designed in part because there aren't any known blind and unguided processes that can produce such a system. So have at it as your whining isn't going to change anything.Joe
February 6, 2015
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Mwe Think:
Obviously it is being controlled and directed by an ID agent.
Why, because you are too stupid to think of something else? Why can't it, as an intelligent agency, be controlling itself? And why can't it be that Darwinian processes turned a good virus into a killing virus?Joe
February 6, 2015
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DNA_Jock: I suppose there are 3 different point here. Let's go in some order: a) Your questions at #17. I confess that I have not answered because I am not sure I understand them. I will try anyway, and you correct me if it is the case. You ask: "What is the minimum level of complexity for such a RM+DR system that would confer a selectable advantage? Or, to put it another way, how do you suppose that the cell might “measure” the affinity of its antibody for a hapten? What would be a simple way for the cell to translate affinity into differential reproduction?" Not sure what "DR" means. And what is the meaning of the rest? The high affinity generated by the system is somatic, and is not transmitted in reproduction. What is transmitted is the whole system which generates it. And it is certainly very complex. I don't know if there is any simpler way to get to the same result. Probably not. Does that answer your questions? And I say, again, that I am not "using the word “intelligent”, when what I actually mean is “complicated”". Not at all. In this context, I am using the word "intelligent selection" in a very specific sense, as I will try to clarify in next post.gpuccio
February 6, 2015
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Me_Think: I have no doubts that viruses are designed.gpuccio
February 6, 2015
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sparc: 1) I don't understand what you mean with the hammer and nail "metaphor". Could you please clarify? 2) I will certainly go on "claiming" that the immune system is intelligently designed, and will go on giving arguments in that sense, because I believe that is true. I supposed we were here to discuss these things. You, please, go on claiming what you believe, and giving arguments for your beliefs. If you like. 3) I am still waiting for references about the evolution of AID, or any other argument in favor of a neo darwinian explanation of the systems I described. Your contribution will be appreciated. If it comes.gpuccio
February 6, 2015
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Here is a brief discription of how Ebola virus works
Multiple IgG antibodies bind to GP epitopes in close proximity, allowing the binding of C1 to the Fc region of the antibodies. This complex binds C1q ligands on the cell surface and stabilizes the interaction between the virus and its receptor, increasing the likelihood of viral attachment.while antibodies normally protect the body, this virus is able to use them for faster and easier attachment to target cells.VP35 is able to disrupt this pathway just as it begins by competing with RIG-1 for the binding of dsRNA. VP35 is also able to counteract the antiviral action of interferon in infected cells by suppressing the pathway regulated by double-stranded RNA-dependent protein kinase PKR. It accomplishes this goal by inhibiting phosphorylation of PKR and eIF-2?. The second matrix protein, VP24, suppresses interferon production as well. The binding of IFN-?/? and IFN-? to their respective receptors activates STAT complexes, a family of transcription factors that regulate immune system gene expression. Normally, STAT1:STAT2 heterodimers and STAT1 homodimers are transported to the nucleus by karyopherin ?1 and activate numerous genes involved in antiviral activities (Fig 11). However, VP24 competes with STAT1 to bind karyopherin ?1, blocking nuclear accumulation and leading to inhibition of IFN signaling. Monocytes/macrophages in the lymphoid tissues are early and sustained targets of this deadly virus. Since these cells usually elicit the response cascade in the acute phage of inflammation, their early infection helps Ebola evade the immune system while subsequently spreading throughout the host. In addition, infected macrophages release increased amounts of nitric oxide (NO), a gaseous hormone that normally functions in cell communication.
It's working shows how intelligent it is. Obviously it is being controlled and directed by an ID agent. ID agents are real baddies. They kill people just for fun. they started the 2014 outbreak by killing a 2 year old child. Do you agree with this conclusion ?Me_Think
February 5, 2015
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It doesn't make sense for any immunologist to join this kind of "if you have a hammer everything looks like a nail" discussion because you will just continue to claim that the immune system is intelligently designed and try to obfuscate mutation and selection as the major forces forming the antibody repertoire.sparc
February 5, 2015
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Intelligent selection is a process where a property is measured by the system, and the system reacts in a programmed way to the measure.
Can we delete the phrase “in a programmed way” from your definition? It doesn `t seem to belong… A simple ‘yes’ or ‘no’ will suffice.
Just to clarify, intelligent selection is an algorithmic procedure based on measurement of a predefined property, and selection, active selection of the result according to the logical (binary) outcome of the measurement.
That’s a different definition altogether. Why “predefined”? Can we delete that from your definition? Surely you did not mean to restrict the outcomes to “logical (binary)” outcomes? A sniper selects from many windage adjustments based on the wind speed and direction observed. Even in Texas. And surely passive selection can be just as “intelligent” as active selection, e.g. I choose to not pull someone out of the way of an oncoming train? I am disappointed that you did not deign to respond to my questions @17. There’s a lot of it about, I guess. P.S. your continued refusal to engage on the results of Szostak`s work and Liddle`s algorithm because the examples were designed continues to crack me up.DNA_Jock
February 5, 2015
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To all: Just to clarify, intelligent selection is an algorithmic procedure based on measurement of a predefined property, and selection, active selection of the result according to the logical (binary) outcome of the measurement. Obviously, all algorithms that I know of, based on IS, are designed. I don't believe that "spontaneous", non designed systems may work by intelligent selection as I have defined it. However, anyone who believes differently can show how that can happen. The ATP binding protein in Szostak's paper is the result of intelligent selection. The famous algorithm proposed by Elizabeth in TSZ is based on IS. None of these are example of natural selection. In natural selection it is not the system which measures or rewards. There is an active reproductor which uses environmental resources, and can use them better. That's all. No measure, no selection. No "fitness function". Just function.gpuccio
February 5, 2015
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Can anyone point to any set of papers explaining how the entire mechanisms gpuccio described in the OP got setup to work the way they do? One option is that the interwoven mechanisms could have been intelligently setup a priori. Is there a detailed explanation for the appearance of the amazingly complex choreographies orchestrated within the biological systems, which can handle even stochastic scenarios?Dionisio
February 5, 2015
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DNA_Jock I did not mean to imply that intelligence could not or does not exist outside living cells, rather, I am unaware of the occurrence of programmed molecular rearrangements taking place outside living cells, such as the programmed DNA rearrangements connected with the immune system. It could very well be that I am misunderstanding gpuccio, and I am definitely unclear about your interpretation, seemingly saying that he views the process as intended, but not intentional?littlejohn
February 5, 2015
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DNA_Jock: I am disappointed. I don't mean "complicated". I mean that there is nothing natural in an algorithmic decision based on a direct measure, and implemented by specific processes (apoptosis, T cell support) which are in no way "naturally" related to the outcome. That means organization, and a lot of relationships between algorithmic parts which are not natural at all. Intelligent selection is a process where a property is measured by the system, and the system reacts in a programmed way to the measure. Natural selection is a process where a reproductor becomes better at reproduction, and therefore reproduces better, using better the resources in the environment. If you cannot see the difference, your mental bias is much more serious than I suspected. And I am disappointed.gpuccio
February 5, 2015
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littlejohn, I would be very surprised if gpuccio means that the process is "intentional", given his "no active intelligence is working within the cells" comment. I would agree that he thinks it is "intended". But thank you for offering the novel "intelligent" = "does not occur outside living cells". Very interesting, but not...DNA_Jock
February 5, 2015
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#17- I believe what gpuccio means by intelligent, is that the process in intentional, and therefore we infer intelligence behind the intention. After all, none of these programmed molecular rearrangements appear to occur outside of living cells, do they?littlejohn
February 5, 2015
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gpuccio, prepare to be disappointed. So you agree that affinity maturation involves random (with respect to fitness) mutation and differential reproduction. Good.
In affinity maturation, the process is an intelligent selection in all senses.
I am not implying here that any active intelligence is working in the cells.
So you are using the word "intelligent", when what you actually mean is "complicated". A fairly common mistake hereabouts, I guess. What is the minimum level of complexity for such a RM+DR system that would confer a selectable advantage? Or, to put it another way, how do you suppose that the cell might "measure" the affinity of its antibody for a hapten? What would be a simple way for the cell to translate affinity into differential reproduction? Consider the feeling mutual.DNA_Jock
February 5, 2015
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I am not implying here that any active intelligence is working in the cells. The process is embedded as an algorithm, and it can go on because it was programmed to do so, exactly like a computer program will go on even if it is not “actively intelligent” (IOWs, conscious and cognitive) in that moment. But, as a computer program performs passively intelligent algorithms, so does the biological system which generates the affinity maturation.
esattamente! The interwoven mechanisms could have been intelligently setup a priori. That's the challenge to your interlocutors. How else can they explain the appearance of the amazingly complex choreographies orchestrated within the biological systems, which can handle even stochastic scenarios? :)Dionisio
February 5, 2015
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More references to research papers related to the subject discussed here in this thread are posted in the thread "Mystery at the heart of life" starting @ post #212: https://uncommondescent.com/intelligent-design/mystery-at-the-heart-of-life/#comment-546460Dionisio
February 5, 2015
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DNA_Jock: "How is this selection “intelligent”?" I use the term "intelligent selection" to differentiate it from "natural selection". In "NS", the variation confers a reproductive advantage, and therefore it is "selected" (the term selection here is not completely proper), in the sense that it expands in the population and is more or less fixed (positive and negative selection). The key point here is that the variation itself confers an advantage to the organism in terms of fitness and reproduction. There is no special organized system in the environment that "measures" any property of the variation. In a sense, the new organism "selects itself" because it can use better the resources of the environment. IS is any situation in which the system actively measures some property of the mutated object and reacts to that measure in a specific way. In this case, only the measured property can trigger the active response of the environment which "selects" (this time in a completely correct sense) the result, and expands and supports it. In affinity maturation, the process is an intelligent selection in all senses. The variations in sequence due to random (but controlled) mutagenesis generate different affinity for the hapten which was originally used to select the responsive clones. The hapten is retained in the Follicular GC cell, and then is used again to measure the variation of affinity. Two different active responses of the system are triggered by the measure (indeed, we still don't know, as far as I can say, how that part works). In the case of a reduction of affinity, apoptosis in initiated. That is in no way a direct consequence of the higher affinity of lower affinity of the new molecule, because the B cell at present is in no way engaged in defending the organism from any attack. It is the programmed response to a specific signal, to the result of a measure. On the other hand, if the affinity is higher, the B cell is "protected" by the intervention of specific T helper cells. Again, this is a programmed response to a specific signal (the higher affinity, measured against the retained hapten), and has no immediate advantage, except in view of what can happen in the future (a new encounter with the invading microorganism). Again, it is an intelligent response to the interpretation of a signal. I am not implying here that any active intelligence is working in the cells. The process is embedded as an algorithm, and it can go on because it was programmed to do so, exactly like a computer program will go on even if it is not "actively intelligent" (IOWs, conscious and cognitive) in that moment. But, as a computer program performs passively intelligent algorithms, so does the biological system which generates the affinity maturation. In no way there is a "natural selection" here. And if you say that the environment selects like in darwinian natural selection, because after all the environment includes an antigen presenting cell, a measure system, a system which actively generates controlled variation in a specific part of the gene, a system to destroy the bad results (apoptosis) and a system to promote the good results (specific T helper cells), and that we can consider all that exactly like a fitness function in a natural system, well, then I will be very disappointed by you.gpuccio
February 5, 2015
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What surrogate markers on B lymphocytes correlate with the state of affinity maturation? The early immune response tends to produce polyspecific antibodies, i.e. antibodies that recognize various epitopes and IgM antibodies are a classical example. However, during affinity maturation lymphocytes are progressively antigen-educated and the specificity of mutated antibodies to a foreign protein dramatically improves. I would be interested to understand what we know about the expression of proteins or surrogate markers on B lymphocytes that would tell us something about the state of maturity. http://www.researchgate.net/post/What_surrogate_markers_on_B_lymphocytes_correlate_with_the_state_of_affinity_maturationDionisio
February 5, 2015
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Immunology: To affinity and beyond doi:10.1038/509573a Tracking B cells in germinal centres — hotspots of B-cell proliferation and mutation during an immune response — reveals that those cells presenting the most antigen on their surface are programmed to dominate. http://www.nature.com/nature/journal/v509/n7502/full/509573a.html
Dionisio
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