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x1KDyZspfv%*Z)sm`~S=TLw6u1=}xE<Z(>IN5y88fp8p1}uB@e0p<wyx{{a0|E)oC$ literal 0 HcmV?d00001 diff --git a/docs/content/tools/jaccard.rst b/docs/content/tools/jaccard.rst index 13320a67..3bbf486f 100644 --- a/docs/content/tools/jaccard.rst +++ b/docs/content/tools/jaccard.rst @@ -1,3 +1,108 @@ ############### *jaccard* -############### \ No newline at end of file +############### + +| + +.. image:: ../images/tool-glyphs/jaccard-glyph.png + :width: 600pt + +Whereas the bedtools ``intersect`` tool enumerates each an every intersection between two sets of genomic +intervals, one often needs a single statistic reflecting the *similarity* of the two sets based on the +intersections between them. The Jaccard statistic is used in set theory to represent the ratio of the +intersection of two sets to the union of the two sets. Similarly, Favorov et al [1] reported the use +of the Jaccard statistic for genome intervals: specifically, it measures the ratio of the number of +intersecting base pairs between two sets to the number of base pairs in the union of the two sets. +The bedtools jaccard tool implements this statistic, yet modifies the statistic such that the length of the +intersection is subtracted from the length of the union. As a result, the final statistic ranges from 0.0 +to 1.0, where 0.0 represents no overlap and 1.0 represent complete overlap. + +.. code:: + + [1] Exploring Massive, Genome Scale Datasets with the GenometriCorr Package. + Favorov A, Mularoni L, Cope LM, Medvedeva Y, Mironov AA, et al. (2012) + PLoS Comput Biol 8(5): e1002529. doi:10.1371/journal.pcbi.1002529 + + +.. note:: + + The ``jaccard`` tool requires that your data is pre-sorted by chromosome and + then by start position (e.g., ``sort -k1,1 -k2,2n in.bed > in.sorted.bed`` + for BED files). + +.. seealso:: + + :doc:`../tools/reldist` + :doc:`../tools/intersect` + + +=============================== +Usage and option summary +=============================== +**Usage**: +:: + + bedtools jaccard [OPTIONS] -a <BED/GFF/VCF> -b <BED/GFF/VCF> + + +=========================== ========================================================================================================================================================= +Option Description +=========================== ========================================================================================================================================================= +**-a** BED/GFF/VCF file A. Each feature in A is compared to B in search of overlaps. Use "stdin" if passing A with a UNIX pipe. +**-b** BED/GFF/VCF file B. Use "stdin" if passing B with a UNIX pipe. +**-f** Minimum overlap required as a fraction of A. Default is 1E-9 (i.e. 1bp). +**-r** Require that the fraction of overlap be reciprocal for A and B. In other words, if -f is 0.90 and -r is used, this requires that B overlap at least 90% of A and that A also overlaps at least 90% of B. +=========================== ========================================================================================================================================================= + + +=============================== +Default behavior +=============================== +By default, ``bedtools jaccard`` reports the length of the intersection, the length of the union (minus the intersection), +the final Jaccard statistic reflecting the similarity of the two sets, as well as the number of intersections. + +.. code-block:: bash + + $ cat a.bed + chr1 10 20 + chr1 30 40 + + $ cat b.bed + chr1 15 20 + + $ bedtools jaccard -a a.bed -b b.bed + intersection union jaccard n_intersections + 5 20 0.25 1 + +============================================ +Controlling which intersections are included +============================================ +One can also control which intersections are included in the statistic by requiring a certain fraction of overlap +with respect to the features in A (via the ``-f`` parameter) or also by requiring that the fraction of overlap is +reciprocal (``-r``) in A and B. + +.. code-block:: bash + + $ cat a.bed + chr1 10 20 + chr1 30 40 + + $ cat b.bed + chr1 15 20 + +Require 10% overlap with respect to the intervals in A: + +.. code-block:: bash + + $ bedtools jaccard -a a.bed -b b.bed -f 0.1 + intersection union jaccard n_intersections + 5 20 0.25 1 + +Require 60% overlap with respect to the intervals in A: + +.. code-block:: bash + + $ bedtools jaccard -a a.bed -b b.bed -f 0.6 + intersection union jaccard n_intersections + 0 25 0.25 0 + -- GitLab