2012-09-11 40 views
0

我有兩個不同類別的核苷酸序列(A,T,C和G的有序字符序列)丰度數據。我想使用ggplot將覆蓋範圍顯示爲序列上的線圖。我已經相當遠了,只有幾個障礙跳躍。示例數據:將柵格線添加到獨立於座標軸中斷的ggplot

> dput(so.sample) 
structure(list(`1_mes_wt` = c(0, 0, 4.25897346349789, 10.0666645500859, 
10.0666645500859, 48.3974257215669, 78.2102399660521, 250.698665237717, 
250.698665237717, 268.702507606139, 271.79994285232, 301.225577691032, 
301.225577691032, 301.225577691032, 301.225577691032, 311.292242241118, 
311.292242241118, 311.292242241118, 311.292242241118, 311.292242241118, 
311.292242241118, 311.292242241118, 311.292242241118, 311.292242241118, 
311.292242241118, 311.292242241118, 311.292242241118, 321.746086196977, 
321.746086196977, 321.746086196977, 319.616599465228, 308.969165806483, 
285.931991163017, 204.817905653671, 195.332010212244, 170.165348837029, 
170.165348837029, 170.165348837029, 170.165348837029, 37.3628126570497, 
40.8474273090025, 22.456405534807, 22.456405534807, 17.8102526655366, 
17.8102526655366, 17.8102526655366, 17.8102526655366, 17.8102526655366, 
17.8102526655366, 17.8102526655366, 17.8102526655366, 15.6807659337877, 
15.6807659337877, 15.6807659337877, 15.6807659337877, 15.6807659337877, 
15.6807659337877, 15.6807659337877, 15.6807659337877, 15.6807659337877, 
15.6807659337877, 15.6807659337877, 15.6807659337877, 15.6807659337877, 
15.6807659337877, 15.6807659337877, 5.22692197792922, 5.22692197792922, 
5.22692197792922, 5.22692197792922, 5.22692197792922, 5.22692197792922, 
5.22692197792922, 5.22692197792922, 5.22692197792922, 5.22692197792922, 
5.22692197792922, 1.74230732597641, 1.93589702886268, 1.93589702886268, 
4.25897346349789, 2.71025584040775, 2.71025584040775, 68.5307548217387, 
89.6320324363419, 90.0192118421144, 93.310236791181, 93.1166470882947, 
93.5038264940673, 93.8910058998398, 93.8910058998398, 93.8910058998398, 
93.8910058998398, 93.8910058998398, 93.8910058998398, 93.8910058998398, 
93.8910058998398, 93.8910058998398, 93.8910058998398, 93.8910058998398, 
93.8910058998398, 93.8910058998398, 93.8910058998398, 93.8910058998398, 
93.8910058998398, 93.6974161969535, 93.6974161969535, 93.6974161969535, 
93.6974161969535, 93.6974161969535, 93.6974161969535, 93.6974161969535, 
93.6974161969535, 93.6974161969535, 89.2448530305694, 77.2422914516208, 
1.16153821731761, 0, 0, 0, 0), `2_mes_wt` = c(0, 0, 13.3249362857652, 
41.0267775114349, 41.3774337294814, 100.988990797378, 100.988990797378, 
341.188500159198, 343.643093685523, 359.422623497613, 381.163309016493, 
450.242583971645, 450.242583971645, 450.242583971645, 450.242583971645, 
450.242583971645, 450.242583971645, 450.242583971645, 450.242583971645, 
450.242583971645, 450.242583971645, 450.242583971645, 450.242583971645, 
450.242583971645, 450.242583971645, 450.242583971645, 450.242583971645, 
450.242583971645, 450.242583971645, 450.242583971645, 450.242583971645, 
426.047304926439, 366.085091640496, 308.928128098924, 201.977981594756, 
201.977981594756, 205.133887557174, 205.133887557174, 205.133887557174, 
85.5601172033343, 98.8850534890995, 17.1821546842762, 17.1821546842762, 
17.1821546842762, 17.1821546842762, 17.1821546842762, 17.1821546842762, 
16.8314984662297, 16.8314984662297, 16.8314984662297, 16.8314984662297, 
50.8451516167356, 52.5984327069678, 52.5984327069678, 52.5984327069678, 
52.5984327069678, 52.5984327069678, 52.5984327069678, 52.5984327069678, 
52.5984327069678, 52.5984327069678, 52.5984327069678, 52.5984327069678, 
52.5984327069678, 52.5984327069678, 52.5984327069678, 52.5984327069678, 
52.5984327069678, 52.5984327069678, 52.5984327069678, 52.5984327069678, 
52.5984327069678, 52.5984327069678, 52.5984327069678, 52.5984327069678, 
52.5984327069678, 52.5984327069678, 39.2734964212026, 37.5202153309704, 
42.0787461655743, 54.7023700152465, 54.7023700152465, 54.7023700152465, 
113.261958429004, 114.313927083143, 114.313927083143, 116.067208173376, 
82.0535550228698, 82.0535550228698, 82.0535550228698, 82.0535550228698, 
82.0535550228698, 82.0535550228698, 82.0535550228698, 82.0535550228698, 
82.0535550228698, 82.0535550228698, 82.0535550228698, 82.0535550228698, 
82.0535550228698, 82.0535550228698, 82.0535550228698, 82.0535550228698, 
82.0535550228698, 82.0535550228698, 82.0535550228698, 82.0535550228698, 
82.0535550228698, 82.0535550228698, 82.0535550228698, 82.0535550228698, 
82.0535550228698, 82.0535550228698, 82.0535550228698, 74.3391182258479, 
63.4687754664078, 0, 0, 0, 0, 0), nucl = 47738064:47738184, base = c("T", 
"C", "A", "A", "A", "A", "A", "A", "G", "A", "C", "T", "A", "G", 
"T", "C", "A", "A", "G", "T", "G", "C", "A", "G", "T", "A", "G", 
"T", "G", "A", "G", "A", "A", "G", "G", "G", "G", "G", "G", "A", 
"A", "A", "G", "T", "G", "T", "A", "G", "A", "A", "C", "A", "G", 
"G", "A", "G", "T", "T", "C", "A", "A", "T", "C", "T", "G", "T", 
"A", "A", "C", "T", "G", "A", "C", "T", "G", "T", "G", "A", "A", 
"C", "A", "A", "T", "C", "A", "A", "T", "T", "G", "A", "G", "A", 
"T", "A", "A", "C", "T", "C", "A", "C", "T", "A", "C", "C", "T", 
"T", "C", "G", "G", "A", "C", "C", "A", "G", "C", "C", "A", "A", 
"T", "G", "C")), .Names = c("1_mes_wt", "2_mes_wt", "nucl", "base" 
), row.names = c(NA, -121L), class = "data.frame") 

要同時顯示序列(基極)和序列位置(NUCL)我繪製位置作爲因子,然後使用文本的geom與序列來標記軸。它的工作原理相當不錯:

pdf("so_sample.pdf",width=15,height=7) 
ggplot(melt(so.sample,id.vars=c("nucl","base")), aes(factor(nucl), value, group=variable, colour=variable)) + geom_line() + geom_text(y=-5,size=3,aes(label=base)) 
dev.off() 

enter image description here

然而,這些繪製大量的因素會導致重大的重疊,我也不需要看每個位置標籤反正。所以我刪除了一些休息時間。

​​

enter image description here

我幾乎沒有,但在去除休息我也刪除了是旁邊的字符序列特別有用的次要網格線。是否有任何添加小網格線的方法,獨立於scale_x_discrete中指定的中斷點?

另一方面的問題:序列標籤的工作原理是因爲它爲每個分組繪製相同字符的完全相同的位置,並且這些標籤的最終顏色由繪製組的順序決定。我寧願序列是一種中性色,但我不知道這些值是否可以獨立於分組。

+0

你爲什麼要將'nucl'轉換成'factor'?保持原樣,並在'minor_breaks'中使用'scale_x_continuous'。 –

+0

@mplourde謝謝,我正在複雜:P。寫下來作爲答案。 – MattLBeck

回答

1

離開nucl如沒有調用包裝它factor允許你使用scale_x_continuous,它不像scale_x_discrete,有minor_breaks說法。

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