• FluTrackers.com Inc. does not provide medical advice. Information on this web site is collected from various internet resources, and the FluTrackers board of directors makes no warranty to the safety, efficacy, correctness or completeness of the information posted on this site by any author or poster. The information collated here is for instructional and/or discussion purposes only and is NOT intended to diagnose or treat any disease, illness, or other medical condition. Every individual reader or poster should seek advice from their personal physician/healthcare practitioner before considering or using any interventions that are discussed on this website. By continuing to access this website you agree to consult your personal physican before using any interventions posted on this website, and you agree to hold harmless FluTrackers.com Inc., the board of directors, the members, and all authors and posters for any effects from use of any medication, supplement, vitamin or other substance, device, intervention, etc. mentioned in posts on this website, or other internet venues referenced in posts on this website.
  • We are not asking for any donations. Do not donate to any entity who says they are raising funds for us.

cloud theory

gsgs

Registered User
I'm starting a new thread about this.
It's the analysis of organism evolution by plotting
nucleotide differences over amino acid differences
for pairs of viruses (bacteria,vertibrates,...(?))
so each such pair of organisms gives one pixel in the
2dimensional chart. This then looks like "clouds" in the
chart and that's how the name was chosen.
It shows how the organism evolves into different strains
and how much it maintains it's protein structure during
this process. It is assumed that nucleotide-mutations
happen almost uniformly over time and at a constant rate
over the whole genomes, while amino acid mutations
sometimes show some variation.
Periods where the virus doesn't mutate, doesn't mutate,
won't disturb these charts, since time is not included.
Recombinations (or reassortments in segments like flu,
when we consider whole genomes, not just segments)
however do disturb the graphs and should be excluded,
or the graphs are restricted to non-recombining areas.

One further idea would be to plot nucleotide mutations,
amino acid mutations and time-difference of pairs of organisms
in a 3dim chart.

I think this is an important tool to illustrate and analyse
evolution, but I never saw it. If someone knows who/where
else it is being used -or just a keyword - , I'd appreciate.

I first did this some years ago and it led to the discovery of the
"bird flu index", that flu doesn't mutate away from that index
in amino acids in mallards in the inner segments - presumably over
centuries. Other than in HA,NA, or in mammals,or in poultry,or in gulls,
or in nucleotides, where it acquired new mutations over time and
moves away more and more over time.
This index could show some genetic constraint, one locally superior
constellation with other nearby constellations being less fit in that
species and ecology. It could also indicate a (hidden) reservoir
which constantly feeds other species.

I did it with flu before, but am now trying to do it with other
organisms here. The ultimate goal is to write a program that
does this all automatically, from genbank records.
But that's tedious ... however, I predict that it will be done
earlier or later, if it wasn't already. It's so fundamental ...

----------------
so far examined:
---influenza-A (8 segments)
mammalean is diagonal, poultry also somehow, we could do it for substrains like
H5N1-Qinghai to examine how much it evolves in poultry vs. wild birds ... (not done yet)
--- Dengue ~3100 full genomes of ~11000 nucleotides , 261=76+97+66+22 representatives picked,
--- PRRS , 211 full genomes of ~16000 nucleotides
--- Rabies , 85 full genomes of ~12000 nucleotides
--- West Nile , 616 full genomes of ~11000 nucleotides
--- Hepatitis C,1129 full genomes, ~9000 nucleotides
--- Newcastle , 147 full genomes, ~15000 nucleotides, 160a/1000n, , .06-0.15
--- measles , 58 full genomes , ~15000 nucleotides


recombination frequent in positive strand RNA viruses, rarer in negative strand
assumed/proven in Newcastle (not so rare ?) , measles,rabies,RSV
(Han,>2008,
https://docs.google.com/viewer?a=v&..._jpCNs&sig=AHIEtbS_q5HEWZkqVnMOjGzdJFJkXY9XIg

need a list of viruses with characteristics , segments,proteins,type,family,how many at genbank,recombination
frequency,mutation rate,
also bacteria
and other species

need a list of keywords that can be included here so others doing the same will find this thread with searchengine
 
Re: cloud theory

flu

I start with a repost of my "cloud" pictures for the 8 segments of flu

clouds or just pixels approaching the y-axis high above zero indicate
preservation of amino acids, and usually won't happen in human flu
or such, where we would just see one cloud along the main diagonal,
growing on updates with more time and sequences along that diagonal.


---------------------------------
16 for segment 4, 9 for segment 6, 2 for segment 8,
so 32 in total.
Maybe we should (at least) further separate
the American and Eurasian lineages for each of
those 32 - that would make 64 and thus 64 index-strains.
For the inner segments at the protein level the American
and Eurasian indices should be very similar.


each pixel is one pair of segments
horizontal:synonymous differences
vertical:nonsynonymous differences

http://img46.yfrog.com/gal.php?g=sepp8.gif

1: http://img682.yfrog.com/img682/9668/sepp1.gif
2: http://img130.yfrog.com/img130/1489/sepp2.gif
3: http://img697.yfrog.com/img697/6522/sepp3.gif
4: http://img32.yfrog.com/img32/1519/sepp4.gif
5: http://img10.yfrog.com/img10/3641/sepp5.gif
6: http://img97.yfrog.com/img97/1118/sepp6.gif
7: http://img69.yfrog.com/img69/2358/sepp7.gif
8: http://img46.yfrog.com/img46/5748/sepp8.gif


the upper cloud usually consists of pairs with one
component Eurasian, the other North-American

index-like evolution is seen, when on these pictures the
clouds approach the y-axis high above the center=origin=(0,0)


best example is:
A/mallard/ALB/161/1977(H4N6)
A/mallard/Ohio/83/1986(H4N6)
they have 103 nucleotide-differences in HA but only one amino-acid is different.

differences between these two in the 8 segments in promille:
Code:
segment:      1   2   3   4   5   6   7   8
------------------------------------------
nucleotides: 53, 48, 16, 60, 44, 39, 34,287
amino acids:  5,  2,  4,  1,  2, 17,  2,257



pics displayed:


1:
sepp1.gif

2:
sepp2.gif

3:
sepp3.gif

4:
sepp4.gif

5:
sepp5.gif

6:
sepp6.gif

7:
sepp7.gif

8:
sepp8.gif


http://media-cache-ec6.pinterest.com/192x/fa/de/b9/fadeb9341afc2995231c8ece50ecb641.jpg
 
Re: cloud theory

Dengue:
------------------------------------------
http://en.wikipedia.org/wiki/Dengue_virus
Dengue virus (DENV) in one of four serotypes is the cause of dengue fever.
It is a mosquito-borne single positive-stranded RNA virus of the family Flaviviridae;
genus Flavivirus.[1][2] All four serotypes can cause the full spectrum of disease.[1]
Its genome is about 11000 bases that codes for three structural proteins,
capsid protein C, membrane protein M, envelope protein E;
7 nonstructural proteins, NS1, NS2a, NS2b, NS3, NS4a, NS4b, NS5;
and short non-coding regions on both the 5' and 3' ends.[1][3]
The Dengue 1 virus appears to have evolved in the early 19th century[4]
nucleotide mutation rate = 6.5e-4/nucleotide/year
origin of the American African genotype : 1907-1949
.humans and mosquitoes.[5] in Africa and Asia also primates.[5]
------------------------------------------------

we have 4 different strains of Dengue, I'd add two rare, but different
substrains for Dengue2 and one for Dengue 4, these are excluded here.
Considering only full genomes of ~10000 nucleotides.

This looks quite smooth, no recombinations of different types,
no preservation of amino acids.


For Dengue we have ~10 amino acid differences per 100 nucleotide differences
in the smaller range for any of the 4 fixed subtypes.
This increases to ~600 amino acid differences per 3000 nucleotide differences
for the different dengue types among each other. With so many differences, the
reservoir of nucleotide differences gets "exhausted" and new mutations may undo
former ones, thus leading to a reduction of differences-counts.

The digits in the upper subpicture show what cloud you get when you just only
consider pairs with member from those two types (1..4)
 

Attachments

  • denguea.GIF
    denguea.GIF
    22.7 KB · Views: 0
Re: cloud theory

Rabies
-----------------------
http://en.wikipedia.org/wiki/Rabies_virus
Lyssavirus genus of the Rhabdoviridae family
enveloped , ssRNA-
ribonucleoprotein complex, 5 genes whose order is highly conserved
nucleoprotein (N), phosphoprotein (P), matrix protein (M), glycoprotein (G),polymerase (L)
transcription in "Negri body"
cylindrical,180nm x 75 nm. knob-like spikes of Glycoprotein G
helically arranged ribonucleoprotein
evolved within the last 1500 years.[13] , 7 genotypes ,1=classical, 5 and 6=European bat
1 evolved in Europe in the 17th century and spread to Asia, Africa and the Americas
------------------------------------------------

rabies shows clear "cloudy" behaviour

we get examples of pairs with hight amino/nucleotide ratios
and with low ratios.
e.g.:
best pair of candidates :
HQ450386,EU643590 , 1754 nucleotide differences but only 104 amino acid differences
(well, in flu we have 0 amino acid differences and >100 nucleotide differences,
but these are 11000 nuclotid-sequences, there could be differences over the regions/proteins)

otoh
JN234411,EF542830 , 729 nucleotide differences and 190 amino acid differences


http://www.ncbi.nlm.nih.gov/nuccore/HQ450386

nucleoprotein
phosphoprotein
matrixprotein
glycoprotein
L-protein
 

Attachments

  • rabies2.GIF
    rabies2.GIF
    5.9 KB · Views: 0
Re: cloud theory

PRRSV
---------------------------------------
http://en.wikipedia.org/wiki/Porcine_reproductive_and_respiratory_syndrome_virus
small,enveloped, ssRNA+, 15 kilobases. 9 open reading frames
genus Arterivirus, family Arteriviridae, order Nidovirales.[1]
2 prototype strains: North American = VR-2332, European=Lelystad (LV)
genomes diverge by ~40% (6) {?}, thus creating a veil of mystery about the origin
high mutation rate
-----------------------------------

there is big variability in PRRS,
evolvng away and awayer from each other
with a high rate of amino-acid mutations

or maybe there are recombinations or re-ordering of genes,
I don't know yet


the most distant ones have 2700 (82% similarity) nucleotide differences
and 650 (87% similarity) amino-acid differences
 

Attachments

  • prrs2.GIF
    prrs2.GIF
    14.6 KB · Views: 0
Re: cloud theory

West Nile
------------------------------------
http://en.wikipedia.org/wiki/West_Nile_virus
Group:Group IV ((+)ssRNA),Family:Flaviviridae,Genus:Flavivirus,
WNV, Japanese encephalitis antigenic complex,mainly infects birds
mosquito borne, 80% asymptomatic, 50nm ~11500 nucleotides
7 nonstructural proteins 3 structural proteins. nucleocapsid
emerged ~1000 years ago.[45] 2 lineages, 1 Africa, world
2 in horses Africa, since 2008 in Europe

-------------------------------------
coudy virus. I'd classify the 616 available genomes into
5 groups with 589,19,4,3,1 members and 2 members from group 1
rather distant from the 587 others.
considering Group 1 alone, it goes up in several layers steeply
along the Y-axes, thus showing many nucleotide mutations with
few amino-acid mutations --> functionaly constraints

(HQ671727,AF404757) 390 nucleotide differences, 8 amino acid differences

http://www.ncbi.nlm.nih.gov/nuccore/HQ671727
http://www.ncbi.nlm.nih.gov/nuccore/AF404757
 

Attachments

  • nilel1.GIF
    nilel1.GIF
    4.4 KB · Views: 1
Re: cloud theory

it seems that usually in the literature they are not plotting
nucleotide differences over amino acid differences
as I'm doing here, but rather nonsynonymous (dn) over
synonymous(ds) differences, but even this is rare.
I think it should be systematically and automatically done
for all (pairs of) sequences at genbank.
Well, there are a lot of pairs, but only a few pairs
give meaningful differences, others are unrelated, too far
away from each other. I.e. sequence-pairs from the same species
or -for flu- the same segment, the same HA- or NA- type.

We should compute and publish tables with all the pair-differences !
For this purpose it makes sense to reduce the number of sequences,
of possible pairs : omit all sequences that are closer than 99% or such
to another sequence already included
 
Re: cloud theory

automatic cloud pics from virus-genus-groups
(how to include many (85) pics into one list to be clicked from
thumbnails here ?)


Code:
 1 dsDNA viruses? no RNA stage;Polyomaviridae;Polyomavirus;;;;
 2 dsDNA viruses? no RNA stage;Papillomaviridae;unclassified Papillomaviridae;;;;
 3 dsDNA viruses? no RNA stage;Papillomaviridae;Betapapillomavirus;;;;
 4 dsDNA viruses? no RNA stage;Phycodnaviridae;Coccolithovirus;unclassified Coccolithovirus;;;;
 5 ssDNA viruses;Anelloviridae;unclassified Anelloviridae;;;;
 6 ssDNA viruses;Geminiviridae;Begomovirus;;;;
 7 ssDNA viruses;Circoviridae;Circovirus;;;;
 8 ssDNA viruses;Geminiviridae;Begomovirus;unclassified Begomovirus;;;;
 9 ssDNA viruses;Parvoviridae;Parvovirinae;Parvovirus;;;;
 10 ssDNA viruses;Parvoviridae;Parvovirinae;Erythrovirus;;;;
 11 ssDNA viruses;Geminiviridae;Mastrevirus;;;;
 12 ssDNA viruses;Anelloviridae;Iotatorquevirus;;;;
 13 ssDNA viruses;Circoviridae;Gyrovirus;;;;
 14 ssDNA viruses;Parvoviridae;Parvovirinae;;;;
 15 dsRNA viruses;Reoviridae;Sedoreovirinae;Rotavirus;Rotavirus A;;;;
 16 dsRNA viruses;Reoviridae;Sedoreovirinae;Rotavirus;;;;
 17 dsRNA viruses;Reoviridae;Sedoreovirinae;Orbivirus;;;;
 18 dsRNA viruses;Birnaviridae;Avibirnavirus;;;;
 19 dsRNA viruses;Reoviridae;Spinareovirinae;Orthoreovirus;;;;
 20 dsRNA viruses;Birnaviridae;Aquabirnavirus;;;;
 21 dsRNA viruses;Reoviridae;Spinareovirinae;Cypovirus;;;;
 22 ssRNA positive-strand viruses? no DNA stage;Flaviviridae;Hepacivirus;;;;
 23 ssRNA positive-strand viruses? no DNA stage;Caliciviridae;Norovirus;;;;
 24 ssRNA positive-strand viruses? no DNA stage;Picornavirales;Picornaviridae;Enterovirus;Human enterovirus B;;;;
 25 ssRNA positive-strand viruses? no DNA stage;Picornavirales;Picornaviridae;Enterovirus;Human enterovirus A;;;;
 26 ssRNA positive-strand viruses? no DNA stage;Picornavirales;Picornaviridae;Enterovirus;;;;
 27 ssRNA positive-strand viruses? no DNA stage;Flaviviridae;GBV-C/HGV group;;;;
 28 ssRNA positive-strand viruses? no DNA stage;Closteroviridae;Closterovirus;;;;
 29 ssRNA positive-strand viruses? no DNA stage;Picornavirales;Picornaviridae;Parechovirus;;;;
 30 ssRNA positive-strand viruses? no DNA stage;Flaviviridae;Flavivirus;tick-borne encephalitis virus group;;;;
 31 ssRNA positive-strand viruses? no DNA stage;Bromoviridae;Cucumovirus;;;;
 32 ssRNA positive-strand viruses? no DNA stage;Caliciviridae;Sapovirus;;;;
 33 ssRNA positive-strand viruses? no DNA stage;Luteoviridae;Polerovirus;;;;
 34 ssRNA positive-strand viruses? no DNA stage;Tymovirales;Alphaflexiviridae;Potexvirus;;;;
 35 ssRNA positive-strand viruses? no DNA stage;Togaviridae;Rubivirus;;;;
 36 ssRNA positive-strand viruses? no DNA stage;Virgaviridae;Tobamovirus;;;;
 37 ssRNA positive-strand viruses? no DNA stage;Bromoviridae;Ilarvirus;;;;
 38 ssRNA positive-strand viruses? no DNA stage;Luteoviridae;Luteovirus;;;;
 39 ssRNA positive-strand viruses? no DNA stage;Picornavirales;Picornaviridae;Enterovirus;Human rhinovirus A;;;;
 40 ssRNA positive-strand viruses? no DNA stage;Nodaviridae;Betanodavirus;;;;
 41 ssRNA positive-strand viruses? no DNA stage;Caliciviridae;Vesivirus;;;;
 42 ssRNA positive-strand viruses? no DNA stage;Potyviridae;Bymovirus;;;;
 43 ssRNA positive-strand viruses? no DNA stage;Tymovirales;Betaflexiviridae;Carlavirus;;;;
 44 ssRNA positive-strand viruses? no DNA stage;Flaviviridae;Flavivirus;Yellow fever virus group;;;;
 45 ssRNA positive-strand viruses? no DNA stage;Caliciviridae;Lagovirus;;;;
 46 ssRNA positive-strand viruses? no DNA stage;Flaviviridae;Flavivirus;;;;
 47 ssRNA positive-strand viruses? no DNA stage;Picornavirales;Picornaviridae;Cardiovirus;;;;
 48 ssRNA positive-strand viruses? no DNA stage;Picornavirales;Picornaviridae;;;;
 49 ssRNA positive-strand viruses? no DNA stage;Picornavirales;Picornaviridae;Avihepatovirus;;;;
 50 ssRNA positive-strand viruses? no DNA stage;Picornavirales;Picornaviridae;Teschovirus;;;;
 51 ssRNA positive-strand viruses? no DNA stage;Bromoviridae;Bromovirus;;;;
 52 ssRNA negative-strand viruses;Mononegavirales;Rhabdoviridae;Lyssavirus;;;;
 53 ssRNA negative-strand viruses;Orthomyxoviridae;Influenzavirus B;;;;
 54 ssRNA negative-strand viruses;Mononegavirales;Paramyxoviridae;Paramyxovirinae;Morbillivirus;;;;
 55 ssRNA negative-strand viruses;Mononegavirales;Paramyxoviridae;Paramyxovirinae;Avulavirus;;;;
 56 ssRNA negative-strand viruses;Mononegavirales;Paramyxoviridae;Pneumovirinae;Pneumovirus;;;;
 57 ssRNA negative-strand viruses;Mononegavirales;Paramyxoviridae;Pneumovirinae;Metapneumovirus;;;;
 58 ssRNA negative-strand viruses;Bunyaviridae;Tospovirus;;;;
 59 ssRNA negative-strand viruses;Bunyaviridae;Orthobunyavirus;;;;
 60 ssRNA negative-strand viruses;Mononegavirales;Rhabdoviridae;Dimarhabdovirus supergroup;Vesiculovirus;;;;
 61 ssRNA negative-strand viruses;Mononegavirales;Paramyxoviridae;Paramyxovirinae;Rubulavirus;;;;
 62 ssRNA negative-strand viruses;Mononegavirales;Rhabdoviridae;Novirhabdovirus;;;;
 63 ssRNA negative-strand viruses;Orthomyxoviridae;Isavirus;;;;
 64 ssRNA negative-strand viruses;Bunyaviridae;Nairovirus;;;;
 65 ssRNA negative-strand viruses;Orthomyxoviridae;Influenzavirus C;;;;
 66 ssRNA negative-strand viruses;Bunyaviridae;Hantavirus;unclassified Hantavirus;;;;
 67 ssRNA negative-strand viruses;Tenuivirus;;;;
 68 ssRNA negative-strand viruses;Arenaviridae;Arenavirus;Old world arenaviruses;;;;
 69 ssRNA negative-strand viruses;Arenaviridae;Arenavirus;New world arenaviruses;;;;
 70 ssRNA negative-strand viruses;Mononegavirales;Paramyxoviridae;Paramyxovirinae;Respirovirus;;;;
 71 ssRNA negative-strand viruses;Bunyaviridae;unclassified Bunyaviridae;;;;
 72 ssRNA negative-strand viruses;Mononegavirales;Filoviridae;Marburgvirus;;;;
 73 ssRNA negative-strand viruses;Mononegavirales;Paramyxoviridae;Paramyxovirinae;Henipavirus;;;;
 74 Retro-transcribing viruses;Retroviridae;Orthoretrovirinae;Lentivirus;Feline lentivirus group;;;;
 75 Retro-transcribing viruses;Retroviridae;Orthoretrovirinae;Lentivirus;Equine lentivirus group;;;;
 76 Retro-transcribing viruses;Retroviridae;Orthoretrovirinae;Lentivirus;Ovine/caprine lentivirus group;unclassified Ovine/caprine lentivirus;;;;
 77 Retro-transcribing viruses;Caulimoviridae;Badnavirus;;;;
 

Attachments

  • image005.gif
    image005.gif
    2.7 KB · Views: 1
  • image004.gif
    image004.gif
    2.4 KB · Views: 0
  • image003.gif
    image003.gif
    2.8 KB · Views: 0
  • image002.gif
    image002.gif
    2.2 KB · Views: 1
  • image001.gif
    image001.gif
    4.2 KB · Views: 1
  • image010.gif
    image010.gif
    3.6 KB · Views: 1
  • image009.gif
    image009.gif
    2.8 KB · Views: 1
  • image008.gif
    image008.gif
    10.5 KB · Views: 1
  • image007.gif
    image007.gif
    2.7 KB · Views: 0
  • image006.gif
    image006.gif
    6 KB · Views: 1
  • image011.gif
    image011.gif
    5 KB · Views: 0
  • image012.gif
    image012.gif
    3.8 KB · Views: 1
  • image013.gif
    image013.gif
    4.2 KB · Views: 1
  • image014.gif
    image014.gif
    2.7 KB · Views: 1
  • image015.gif
    image015.gif
    9.2 KB · Views: 1
  • image020.gif
    image020.gif
    2.6 KB · Views: 1
  • image019.gif
    image019.gif
    3.4 KB · Views: 0
  • image018.gif
    image018.gif
    7.1 KB · Views: 1
  • image017.gif
    image017.gif
    3.6 KB · Views: 1
  • image016.gif
    image016.gif
    7.2 KB · Views: 1
  • image021.gif
    image021.gif
    2.2 KB · Views: 1
  • image022.gif
    image022.gif
    8.7 KB · Views: 1
  • image023.gif
    image023.gif
    7.4 KB · Views: 1
  • image024.gif
    image024.gif
    4.8 KB · Views: 1
  • image025.gif
    image025.gif
    8.9 KB · Views: 1
  • image030.gif
    image030.gif
    4.5 KB · Views: 1
  • image029.gif
    image029.gif
    3.8 KB · Views: 1
  • image028.gif
    image028.gif
    2.8 KB · Views: 1
  • image027.gif
    image027.gif
    3.4 KB · Views: 1
  • image026.gif
    image026.gif
    7.6 KB · Views: 1
  • image035.gif
    image035.gif
    3.5 KB · Views: 1
  • image034.gif
    image034.gif
    3.6 KB · Views: 1
  • image033.gif
    image033.gif
    3.2 KB · Views: 1
  • image032.gif
    image032.gif
    2.4 KB · Views: 1
  • image031.gif
    image031.gif
    7.2 KB · Views: 1
  • image036.gif
    image036.gif
    2.5 KB · Views: 1
  • image037.gif
    image037.gif
    2.4 KB · Views: 0
  • image038.gif
    image038.gif
    3.8 KB · Views: 0
  • image039.gif
    image039.gif
    3.8 KB · Views: 0
  • image040.gif
    image040.gif
    3.4 KB · Views: 1
Back
Top