Showing posts with label African and East Asian. Show all posts
Showing posts with label African and East Asian. Show all posts

Tuesday, October 31, 2017

mtDNA molecular clock not real? Wallace's reply and my rebuttal

Dear Professor Huang:

Thank you for your discussion about mtDNA sequence divergence times. It is true, that because of the effects of selection, the entire mtDNA tree cannot be considered to function as a linear molecular clock.  This was a concern in 1983 as it is now. In 1983, there was archeological data that was felt to be compelling showing an Asian origin of Homo sapiens.   However, this was inconsistent with our mtDNA sequence divergence calculations.  As a result, we felt compelled to entertained two alternative explanations of the mtDNA tree, one based exclusively on mtDNA sequence divergence  and indicating an African origin and the other taking into account the then archeological data which required that the mtDNA sequence evolution rate would have had to be different between Africa and Asia.  

Between 1983 and now, we have obtained thousands of complete mtDNA sequences and identified many of the likely mtDNA variants that have been acted on by positive selection.  These unique variants create nodes in the mtDNA tree at the base of regional mtDNA lineages (haplogroups).  These nodes must be taken into account when calculating genetic distances.  Between the nodes are periods of the accumulation of seemingly "neutral" mutations which can be considered as acting in a clock-like fashion.

Having determined this, we concluded we could use the accumulation of mtDNA variation between nodes to calculate relative ages of regional populations.  This revealed that the amount of mtDNA variation that accumulated in African macrohaplogroup L was greater than that which has accrued within Eurasia macrohaplogroup N or Asian macrohaplogroup M.  Hence, we now feel that we can adjust for the potential effects of selection in creating a non-linear clock.  The conclusion is that the sequence divergence in macrohaplogroup L is much greater than macrohaplogroups M or N validating an out-of-Africa conclusion.

I hope this helps.

All the best,

Doug


Douglas C. Wallace, Ph.D.
Michael and Charles Barnett Endowed Chair in Pediatric Mitochondrial Medicine and Metabolic Disease
Director, Center for Mitochondrial and Epigenomic Medicine (CMEM)
Children's Hospital of Philadelphia
Professor, Department of Pathology and Laboratory Medicine
University of Pennsylvania



Dear Doug,
I am happy and surprised to receive your response almost immediately. I have learned a lot more from your response than reading many papers. I hope that I will be able to receive your insights on many important issues in our field.

I have been following my own interests and our own data in recent years. They have often led us to somewhat unconventional assumptions and conclusions. I would love to hear your comments on some of them so that we can carry out additional research.

After reading your response I have additional questions that I am hoping to hear your thoughts. The most striking thing to me upon reading your letter was that you have seemingly unknowingly admitted a fatal flaw in the field of molecular phylogeny that would qualify this field as it is presently practiced as, I am afraid to say, pseudoscience. For the field to be credible, researchers must be able to generate meaningful results based on logical deductions from well-defined assumptions with few references to non-molecular data except in the case of a few fossils serving as calibration for deriving substitution rates. Thus, whether modern humans originated in Asia or not should be a deduction of the molecular methods alone, regardless of any archaeological/fossil findings in Asia. Only in this double blind fashion, the molecular results could use the archaeological/fossil findings as confirmatory evidence and vice versa. If however, one fudges the parameters/assumptions of the molecular methods to meet a prior known non-molecular type finding, the molecular results would be meaningless. I am afraid that nothing could be more pseudoscientific than that.

On the other hand, it does seem like a routine practice in the field to constantly modify molecular parameters in order to fit a molecular result to an unexpected fossil find that challenged a previous molecular dating, while in the meantime never admitting any fundamental flaws in their methods/assumptions/theory that may be the reason for the constant rewriting in the first place. For example, the human-ape split was dated to be ~5 million years ago by Sarich and Wilson in 1967 using the molecular clock approach. However, the consensus now is 7 million years ago, which was forced upon us by recent fossil finds such as Sahelanthropus tchadensis. Now if future finds would put the human-ape split to even older times (there is this 9.7 million year old homo like teeth in Europe reported two weeks ago), would anyone insist on the much younger date derived by the clock method? It is almost certain that no one would. This just looks really bad for the molecular clock method as it is presently practiced: it has no credibility.

However, this is, in my opinion, definitely not inherently the best the molecular approach can do. We have in recent years developed a new way of doing this, the slow clock method, that we have found to be able to do the same job much better. Fossil finds that constantly push the homo-ape split into deeper times have essentially validated our dating of the event at ~18 million years ago or made it looking increasingly realistic (see Huang, 2012). And we definitely are not prepared to change our dating depending on what future fossil finds may say. We would not have published our dating if we were uncertain about it. Why we could be so certain is because our dating results were based on assumptions that are certain and solid, close to axioms if you will.  

That you can easily overlook the molecular clock assumption and its deduction the African Eve when faced with non-molecular findings pointing to Asia origin as you have admitted in your letter and in your 1983 paper just means that you have no real data to support the molecular clock and the African Eve. From such uncertain assumption like the molecular clock, any deduction from it, such as the African Eve, would also be equally uncertain. That such a deduction has been sold to the public and experts outside the field as fact is just unfortunate and sad.

You wrote that “Between the nodes are periods of the accumulation of seemingly "neutral" mutations which can be considered as acting in a clock-like fashion.” I am afraid I cannot agree with you on this because you did not provide any data and reasoning to back it up. Was it another deduction from uncertain assumptions or itself just an uncertain assumption? Even if there is a molecular clock, one still needs to exclude the possibilities of maximum saturation in genetic diversities and higher levels of tolerance of mutations in Africans in order to deduce the Out of Africa model. Those possibilities have yet to be addressed by the proponents of the Out of Africa model even though it is not very hard to do at all. And we did that and verified that genetic diversities in human populations today are at maximum saturation levels and Africans have greater levels of tolerance of mutations (I have been accused of certain bad things by some Internet comments for demonstrating this but facts do not lie and let’s not cheat ourselves and our students). The bottleneck assumption for non-Africans can be easily tested to be false as the true neutral variants as found by us showed no bottlenecks and very low level of sharing between Africans and non-Africans. Therefore, the Out of Africa model has no proper justifications even if I grant you the molecular clock. More on this see our preprint and references therein, Yuan et al 2017.

It is much easier to see what inherently went wrong with the molecular clock ‘mirage’ if one can provide an alternative perspective that does a much better job. If it is a mirage, then what is the real thing instead? We have been working in the past decade to try to offer exactly that. Briefly, we have shown that the original protein alignment results of Zuckerkandl/Pauling and Margoliash should never have been interpreted by the same mutation rate hypothesis, i.e., the molecular clock and in turn the Kimura and King/Jukes neutral theory that was inspired by the clock. See Kumar 2015 ‘four decades of molecular clock’ paper for a history on this. To use the equation r=d/2t to derive mutation rate requires one to know beforehand whether the d (distance) in question is at maximum saturation or not (maximum distance does not vary with time and must not be used for the calculation). But unfortunately the maximum distance question was never even raised and all 3 of these pioneers assumed that they were dealing with linear or near-linear distances that would always increase with time. We have however found that those distances they saw are all maximum distances. One can easily show this by counting the number of repeatedly mutated positions (more means saturation), Huang, 2010, 2016.

By the way, the present mtDNA tree requires knowing derived and ancestral alleles, which requires the assumption of no repeatedly mutated positions or infinite sites. But the fact is that nearly all observed variant positions show repeated mutations, clearly violating the infinite sites assumption. For example, the 4248 site mutation is supposed to be one of the mutations that define haplotype A but occurs also often in haplotype E. So the tree’s premises (infinite sites and no recurrent mutations) are grossly violated by the tree itself, which is a very awkward and stretching story to tell to the world, especially to people who are just being minimally scientifically sound and competent.

We have used our novel perspective to produce a new interpretation of modern human origins and our new results rooted the mtDNA tree in Asia (also Y). It is satisfying to know that we achieved this without bias from prior knowledge of your 1983 paper (I became aware of this much neglected paper through an Internet comment by a reader of our preprint Yuan et al 2017) or any non-molecular finds in Asia. And that is the way a molecular approach should be.

I enjoyed reading your review article in Cell, 2015. Needless to say, I like the last sentence at the end: “The unique features of the mtDNA may require a reassessment of some of our core assumptions about human genetics and evolutionary theory.” I respect you very much for being honest and indeed let’s work together to do exactly that. The present state of affairs is so very messy and confusing with so many ad hoc ‘epicycles’ that we are long overdue for a Copernican revolution (I am afraid that the second half of your letter did strike me as an epicycle for the mtDNA molecular clock). It is time for a scientist of your caliber to put words into action by taking the initiative and the honorable responsibility to organize a workshop. The goal would be to achieve a new level of consensus on assumptions and methodologies to benefit future research by comparing the present model with all other legitimate competing models. It may seem like self-serving but I am not aware of any other legitimate alternatives other than the Out of Asia model now independently discovered twice. We were really just rediscovering what you and your colleagues have found back in 1983 and we would not hesitate a bit to give you full credit for that. By the way, your 1983 paper was cited in the Chinese language literature just a handful of times in the past 34 years, and they were meant to promote the Out of Africa model with the Out of Asia message never touched.

I hope this helps you see our differences and which one makes more sense.

Best regards,
Shi  

Tuesday, March 11, 2014

Origins of Australian aborigines and a unified hybridization model of human evolution: integrating informative data from autosomes, Y chr, and mtDNA

I am going to Spain in a few days for the Cell Symposium on Human Evolution on March 16-18th to present a poster as shown below (my lab website has a better resolution file for download, http://www.sklmg.edu.cn/articles_98.shtml?l=en-us. The introduction and main conclusions, as copied from the poster, is in the following.
A common difficulty for all existing models of human evolution has been to account for  the unusual diversity and admixed features of the Australian aborigines (AUA). A list of morphological features aimed at defining modern humans would exclude both modern AUA and Neanderthals, indicating some shared traits between the two. Fossil studies lack fine resolution power and molecular studies have yet to produce even just an internally coherent model uniting autosomes, Y chr, and mtDNA, let alone consistency with fossils/phenotypes and common sense. Almost every ancient DNA finding has been a surprise to the existing models, the latest being the 400K year old Heidelbergensis.
Molecular studies have so far relied on the Neutral theory and its infinite sites assumption. The Neutral theory was originally inspired by the so called molecular clock which was in turn inspired by the first and most remarkable result in molecular evolution, the genetic equidistance result that sister species are approximately equidistant to a simpler outgroup. In recent papers, we have shown that the equidistance result has been incorrectly interpreted by the molecular clock with grave consequences on phylogenetic studies: nearly all past studies have used non-informative DNAs assumed to be neutral but have now been shown by us to be under selection. We have developed the maximum genetic diversity (MGD) hypothesis to absorb and supersede the neutral theory. From this more correct/complete theoretical perspective that has coherently accounted for all major known observations, we developed new methods and studied the origins of humans using the 1000 genomes project and other public data. 
We found direct evidence of higher MGD or lower purifying selection for African San and Pygmy specific Y chr that will dramatically rewrite Y phylogeny. Certain regions of Y with low contents of repetitive DNAs have few SNPs in all Y haplotypes except being highly variable in A and B. But in other regions, similar degrees of variations are found for all haplotypes. Thus, the apparent deep separation or distance between A and B or between A/B and other haplotypes is not related to time as is commonly assumed. San/Pygmies have more positions in their genomes that when mutated are not deleterious to their physiology, which creates higher MGD and in turn higher innate or natural adaptive capacity required for a primitive life style.
Two types of DNAs are a priori informative to phylogenetic studies: slow evolving neutral DNAs from autosomes are informative to separation time and functional DNAs from mitochondria (mt) and Y chr are informative to shared internal physiology. Non-informative to phylogeny but informative to adaptation to outside environments are the fast evolving DNAs (speed is essential for quick adaptation to fast changing environments). We verified the informative nature of different SNPs by testing whether autosomes can reveal the known admixture history of Mexicans (MXL): those with R1b3 Y haplotype should have relatively more European and less Chinese autosomes than those with Q haplotype; those with B2 mtDNA should be the closest to the autosomes of B2 Northern Chinese. The slow evolving SNPs gave the expected result while all other autosome SNPs produced only senseless results.
Integrating autosomes, Y and mtDNA, we found just two original branches of humans, Europeans with R1a Y chr and U2 mtDNA and Africans with B and L1c, with a conservatively estimated split time of 2.1 million years. All other Y or mt branches originated by admixture and adaptive co-evolution as evidenced by autosomes data. We found a farmers-associated SNP3010 with highest frequency in D4 Chinese and what may be gene conversions in mtDNA in admixed humans (data not shown due to space limitations). Southern Chinese (CHS) O2 Y-chr and B2 mtDNA were the oldest or least admixed Asian group and derived from admixture of R1a/U2 Europeans and B/L1c Africans before leaving Africa for Asia. Heidelbergensis, Denisovans, and Neanderthals were descendants of a more recent interbreeding event in Iberia between migrating Africans and local Europeans, who then moved across Eurasia and became direct ancestors of AUA. These results suggest a unified hybridization model consistent with physical/cultural traits and fossil records, which explains the wide diversity of Australian aborigines. Since the original branching of two groups, further diversification of humans occurred largely by repeated cycles of migration/hybridization followed by independent evolution followed by further migration/hybridization, an intuitively expected pattern if homo has been a single species since the first co-appearance of H. habilis and H. rudolfensis.




Friday, February 19, 2010

Africans and East Asians are strikingly similar

The maximum genetic diversity (MGD) hypothesis considers the molecular clock and the neutral theory incorrect for macroevolution. Thus the genetic relationship or SNP diversity data among human races has yet to be correctly interpreted. We are presently working on a correct one based on the MGD hypothesis.

This week Nature published genome sequences of a few South Africans. "Complete Khoisan and Bantu genomes from southern Africa" By Stephan C. Schuster et al. Nature Feb 18, 2010, 463: 944

The paper showed a few African pictures as shown above (a, KB1/Tuu speaker; b, NB1/Hoansi; c, TK1/hoansi) It strikes me that they look just like Chinese if one disregards the curly hair and skin color. I post two Chinese pictures for comparison (D, famous 1980 oil painting "Father" by Luo Zhongli; E, a random Chinese photo from the internet).

Based on facial features, it looks extremely reasonable that Africans and East Asians belong to a clade to the exclusion of Europeans. Below is a comparison of morphological features among the three major human populations or races:



Europeans


Africans


East Asians


Eye color brown




+


+


Skin color black-brown




+


+


Hair color black




+


+


Full lip




+


+


Nose wide/low




+


+


Cheekbones large




+


+


Chin less protruding




+


+


Broad face




+


+


Mandible angle




+


+


Teeth larger




+


+


Less hairy




+


+


Brow ridge


Large (primitive)


In between


small


Skull length/shape


Long and narrow


In between


Short and wide


Shovel teeth


5%


In between (10%)


80%




It is now up to us and the MGD hypothesis to come up with a story that would show complete harmony/unity between morphological features and molecular genetic features. Stay tuned!