[BioC] plotpfm has been removed in PWMEnrich?
Fabrice Tourre
fabrice.ciup at gmail.com
Wed Dec 11 21:44:13 CET 2013
Dear Robert,
Thank you. When I have the heights matrixs, how can we get a weblogo plot?
On Wed, Dec 11, 2013 at 5:44 AM, Robert Stojnic <rainmansr at gmail.com> wrote:
>
> Hi Fabrice,
>
> The negative values are usual as the PWM matrix is defined as log2
> probability_base / probability_background. So if the any of the
> probabilities is smaller than 0.25 in your input matrix, this will give a
> negative value. Maybe you wanted to get the heights of the individual
> letters in the logo?
>
> # convert the count matrix to probabilities
> p = t(t(pfm) / colSums(pfm))
>
> # this is without the small-sample correction, for more information see
> https://en.wikipedia.org/wiki/Sequence_logo or the original paper
> h = - colSums(p * log2(p))
> heights = t(t(p) * (2-h))
>
> All the transpositions (calls to t()) are needed to make sure the matrix and
> vector operations are carried out along the correct dimensions.
>
> Cheers, Robert
>
>
> On 10/12/13 16:41, Fabrice Tourre wrote:
>>
>> PWM always give me some negative value. This strange to me.
>>
>> PFMtoPWM(pfm)
>> An object of class 'PWM'
>> ID:
>> Target name:
>> Frequency matrix:
>> $pfm
>> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9]
>> A 3289112 3286601 3324808 3295086 3297953 3371158 3350851 3380593 3406893
>> C 2770671 2771901 2749093 2791942 2791869 2756225 2779305 2780189 2727296
>> G 2836085 2853221 2826205 2830413 2845211 2809652 2778112 2742323 2542202
>> T 3286234 3270379 3281996 3264661 3247069 3245067 3273834 3278997 3505711
>> [,10] [,11] [,12] [,13] [,14] [,15] [,16] [,17] [,18]
>> A 3293358 2178674 4352405 3227324 3461232 3446487 3259436 3276060 3271729
>> C 2663331 2932504 2139363 3052255 2674074 2550187 3005584 2805702 2844711
>> G 2467603 2413635 1644787 2028507 2906055 2827872 2948758 3050624 2971989
>> T 3757810 4657289 4045547 3874016 3140741 3357556 2968324 3049716 3093673
>> [,19] [,20] [,21]
>> A 3297076 3293868 3334010
>> C 2853311 2824444 2768038
>> G 2891960 3017416 2974502
>> T 3139755 3046374 3105552
>> Position weight matrix (PWM):
>> $pwm
>> [,1] [,2] [,3] [,4] [,5] [,6]
>> A 0.1110069 0.10990513 0.1265798 0.1136249 0.11487965 0.14655305
>> C -0.1364558 -0.13581544 -0.1477355 -0.1254222 -0.12545992 -0.14399751
>> G -0.1027904 -0.09409968 -0.1078251 -0.1056786 -0.09815553 -0.11629972
>> T 0.1097440 0.10276665 0.1078823 0.1002420 0.09244685 0.09155707
>> [,7] [,8] [,9] [,10] [,11] [,12]
>> A 0.1378363 0.1505851 0.1617654 0.1128682 -0.4832408 0.5151216
>> C -0.1319670 -0.1315082 -0.1592199 -0.1934594 -0.0545581 -0.5095098
>> G -0.1325864 -0.1512927 -0.2606125 -0.3035809 -0.3354836 -0.8887903
>> T 0.1042900 0.1065634 0.2030159 0.3032009 0.6127992 0.4096436
>> [,13] [,14] [,15] [,16] [,17]
>> [,18]
>> A 0.083647231 0.18459445 0.1784354 0.09793116 0.105270587 0.10336206
>> C 0.003184313 -0.18765178 -0.2560881 -0.01904584 -0.118329389 -0.09840908
>> G -0.586272844 -0.06762917 -0.1069744 -0.04658375 0.002413189 -0.03526240
>> T 0.347138703 0.04441379 0.1407203 -0.03704261 0.001983716 0.02262953
>> [,19] [,20] [,21]
>> A 0.11449595 0.1130915480 0.13056724
>> C -0.09405417 -0.1087242780 -0.13782742
>> G -0.07464358 -0.0133775737 -0.03404303
>> T 0.04396080 0.0004018867 0.02815854
>> With background nucleotide frequencies which also serve as pseudo-count:
>> $prior.params
>> A C G T
>> 0.25 0.25 0.25 0.25
>>
>> On Tue, Dec 10, 2013 at 7:29 AM, Robert Stojnic <rainmansr at gmail.com>
>> wrote:
>>>
>>> Dear Fabrice,
>>>
>>> You can plot the PFM in PWMEnrich by converting it to PWM:
>>>
>>> plot(PFMtoPWM(pfm_matrix))
>>>
>>> Unfortunately the old function was deprecated. Sorry if it broke your
>>> code!
>>>
>>> Cheers, Robert
>>>
>>>
>>> On 07/12/13 04:41, Fabrice Tourre wrote:
>>>>
>>>> Dear expert,
>>>>
>>>> I just want to plot PFM using PWMEnrich package. It seems seqlogo
>>>> cannot do this. But I found in PWMEnrich2.6.2, plotpfm does not exist.
>>>> How can I plotPFM using new PWMEnrich?
>>>>
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>
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