How to use distance functions from hopach package in a heatmap?
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@lourdes-pena-castillo-1305
Last seen 10.3 years ago
Hello, I am trying to get a heatmap from gene expression data using a different distance function rather than the default (dist with euclidean distance). Specifically, I was trying to use disscosangle available in the hopach package setting distfun as follows: >heatmap(t(probesExp), col = mypalette, distfun = disscosangle, labCol = "", scale = "none"); but I get this error: Error in if (n < 2) stop("must have n >= 2 objects to cluster") : argument is of length zero I checked whether disscosangle could be used at all using: as.dist(disscosangle(probesExp)) and it works fine. However, I could not find the right way to give it as a parameter to heatmap. Somebody knows how to do this? In addition, how can I add to the image of the heatmap a map between the colors used and the values of the data? I mean how to have the color palette in one side of the image with the corresponding value each color represents. Thanks! Lourdes
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@stecalzatiscaliit-259
Last seen 10.3 years ago
Hi, assuming cols of probExp are samples, you can do something like this: ydist = as.dist(disscosangle(probesExp)) yclust = as.dendrogram(hclust(ydist,...)) heatmap(probesExp,...,Colv=yclust) HIH Stefano On Tue, Jun 21, 2005 at 04:18:32PM -0400, Lourdes Pe?a Castillo wrote: <lourdes>Hello, <lourdes> <lourdes>I am trying to get a heatmap from gene expression data using a <lourdes>different distance function rather than the default (dist with <lourdes>euclidean distance). <lourdes> <lourdes>Specifically, I was trying to use disscosangle available in the <lourdes>hopach package setting distfun as follows: <lourdes> <lourdes>>heatmap(t(probesExp), col = mypalette, distfun = disscosangle, labCol <lourdes>= "", scale = "none"); <lourdes> <lourdes>but I get this error: <lourdes> <lourdes>Error in if (n < 2) stop("must have n >= 2 objects to cluster") : <lourdes> argument is of length zero <lourdes> <lourdes>I checked whether disscosangle could be used at all using: <lourdes>as.dist(disscosangle(probesExp)) <lourdes>and it works fine. <lourdes>However, I could not find the right way to give it as a parameter to <lourdes>heatmap. Somebody knows how to do this? <lourdes> <lourdes>In addition, how can I add to the image of the heatmap a map between <lourdes>the colors used and the values of the data? I mean how to have the <lourdes>color palette in one side of the image with the corresponding value <lourdes>each color represents. <lourdes> <lourdes>Thanks! <lourdes> <lourdes>Lourdes <lourdes> <lourdes>_______________________________________________ <lourdes>Bioconductor mailing list <lourdes>Bioconductor at stat.math.ethz.ch <lourdes>https://stat.ethz.ch/mailman/listinfo/bioconductor -- Stefano Calza, PhD Sezione di Statistica Medica e Biometria Dip. di Scienze Biomediche e Biotecnologie Universit? degli Studi di Brescia - Italia Viale Europa, 11 25123 Brescia email: calza at med.unibs.it Telefono/Phone: +390303717532 Fax: +390303717488 Section of Medical Statistics and Biometry Dept. Biomedical Sciences and Biotechnology University of Brescia - Italy
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