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Error when using hellinger transformation with ordinate and PCoA
Hello, I am working with COI metabarcoding data of 24 samples, and there are many zeroes in the data frame, as some zotus are not detected in certain samples. I am using the transform_sample_counts
to convert my otu_table
into Hellinger-transformed data. After that, I want to do a PCoA using bray-curtis dissimilarity. However, I have been encountering this issue with the above approach.
Below is the code I am using:
merged_ps_hellinger <- transform_sample_counts(merged_ps, function(x) sqrt(x / sum(x)))
merged_ps.hellinger <- ordinate(merged_ps_hellinger, "PCoA", "bray")
p <- plot_ordination(merged_ps_hellinger, merged_ps.helligner, color = "locality",
shape = "monthCollected")
However, I have been encountering this error message:
Warning messages:
1: In scores(ordination, choices = axes, display = "species", physeq = physeq) :
restarting interrupted promise evaluation
2: In plot_ordination(merged_ps_hellinger, merged_ps.helligner, color = "locality", :
Could not obtain coordinates from the provided `ordination`.
Please check your ordination method, and whether it is supported by `scores` or listed by phyloseq-package.
Looking at the merged_ps.hellinger
after the ordinate
step, compared to simply performing PCoA
with bray
of the original phyloseq object, I notice that the values
data frame went from 24 rows and 6 columns to 23 rows and 5 columns, missing the column for Rel_corr_eig
. Might this be the reason causing this issue? I wonder if anyone have encountered similar issues before, and know the solution?