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Virtual Finger Helps Study 3D Images Faster

By MedImaging International staff writers
Posted on 23 Jul 2014

A new digital navigation technology allows users to sift through three-dimensional (3D) images more efficiently and comprehensively than previous technology.

The Virtual Finger (VF), developed at the Allen Institute for Brain Science (Seattle, WA, USA), aids scientists and researchers move through digital images of small structures, such as neurons and synapses, allowing them to “reach” into the 3D images displayed on the flat surface of their computer screens. More...

When moving a cursor along the screen, the software recognizes whether the user is pointing to an object that is near, far, or somewhere in between, thus analyzing it without having to sift through many two-dimensional (2D) images to reach the correct level.

The VF software uses a family of “what you see is what you get” (WYSIWYG) computer algorithms that map inputs in the 2D plane of a computer screen to the 3D locations of biological entities in the volumetric space of a 3D image stack. The three types of objects produced with VF correspond to important structures found in typical fluorescent microscopic images: 3D points may mark locations of labelled cells or proteins, 3D curves may correspond to general vessel-like structures, and 3D regions of interest (ROI) may highlight specific cell populations or brain compartments.

Scientists at the Allen Institute are using the VF to improve detection of spikes from individual cells, and to better model the morphological structures of neurons. The technology is already being applied for instant 3D optical zoom-in imaging, 3D free-form optical microsurgery, and automated 3D reconstruction of neurons and similar biostructures, such as a projectome of a drosophila brain and studies the developing lung. The software and its applications were described in a study published on July 11, 2014, in Nature Communications.

“Using Virtual Finger could make data collection and analysis ten to 100 times faster, depending on the experiment,” said lead author Hanchuan Peng, PhD, associate investigator at the Allen Institute for Brain Science. “The software allows us to navigate large amounts of biological data in the same way that Google Earth allows you to navigate the world. It truly is a revolutionary technology for many different applications within biological science.”

Despite a number of advances on visualization of multidimensional image data and automated analysis of such data, a common bottleneck is the inability to efficiently explore the complicated 3D image content. This presents an obstacle for the unbiased, high-throughput and quantitative analysis of data and creates tremendous need for the development of new techniques that help explore 3D data directly and efficiently without expensive virtual reality devices.

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59 (84.877014160156): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

60 (151.15737915039): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

61 (75.817108154297): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

62 (144.00482177734): select cover from jos_number where journalid in (5) and cover is not null order by left(issue,2)+right(issue,2)*12 desc limit 1

63 (664.94941711426): SELECT fid FROM jos_deeppockets WHERE id=294753628 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294753628 AND published='1' LIMIT 1

64 (79.870223999023): SELECT id,name,sponsor_text FROM jos_deeppockets dp left outer join jos_channel_sponsor cs on dp.id=cs.fid WHERE cat=10 AND TYPE='file_folder' AND published=1 AND id=216 ORDER BY `ordering`

65 (61.03515625): select jos_twitters.link from jos_twitters where cat=10

66 (36.954879760742): select jos_facebook.link from jos_facebook where cat=10

67 (35.04753112793): select jos_google_plus.link from jos_google_plus where cat=10

68 (33.855438232422): select jos_linkedin.link from jos_linkedin where cat=10

69 (36.954879760742): SELECT fid FROM jos_deeppockets WHERE id=294753628 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294753628 AND published='1' LIMIT 1

70 (36.954879760742): SELECT id,name,sponsor_text FROM jos_deeppockets dp left outer join jos_channel_sponsor cs on dp.id=cs.fid WHERE cat=10 AND TYPE='file_folder' AND published=1 AND id=216 ORDER BY `ordering`

71 (418.18618774414): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294753628 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (359.05838012695): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294753628 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

73 (62.942504882812): SELECT id,name,title FROM jos_deeppockets WHERE cat=10 AND TYPE='file_folder' AND published=1 AND id != 294743300 AND id != 294743301 AND id != 294743302 AND id != 294743303 AND id != 294743304 AND id != 294743305 AND id != 294743306 AND id != 294743307 AND id != 294743308 AND id != 294743309 AND id != 294743310 AND metakey != 'aacc' ORDER BY `ordering`

74 (80.108642578125): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (47.922134399414): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (44.107437133789): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (41.961669921875): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (37.908554077148): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (47.922134399414): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (77.009201049805): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (37.193298339844): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (41.961669921875): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (41.007995605469): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (79.870223999023): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294753628 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (36.001205444336): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294753628 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

90 (42.915344238281): SELECT id,name,title FROM jos_deeppockets WHERE cat=10 AND TYPE='file_folder' AND published=1 AND id != 294743300 AND id != 294743301 AND id != 294743302 AND id != 294743303 AND id != 294743304 AND id != 294743305 AND id != 294743306 AND id != 294743307 AND id != 294743308 AND id != 294743309 AND id != 294743310 AND metakey != 'aacc' ORDER BY `ordering`

91 (71.048736572266): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (41.961669921875): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (37.193298339844): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (39.815902709961): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (32.186508178711): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (34.809112548828): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (32.901763916016): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (34.809112548828): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

105 (626.80244445801): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

106 (102.99682617188): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

107 (75.101852416992): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=294753628 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (81.062316894531): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=294753628 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

109 (118.01719665527): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

110 (85.830688476562): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

111 (81.062316894531): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.id=294753628 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (831.12716674805): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.id=294753628 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

113 (792.9801940918): SELECT dp.name, dp.id, dp2.name as channel, ex.name as author_name, ex.specialization, ex.images FROM jos_deeppockets as dp LEFT JOIN jos_experts as ex ON ex.id = dp.author LEFT JOIN jos_deeppockets as dp2 ON dp2.id = dp.fid WHERE dp.author != 0 AND dp.cat = 10 AND dp.published = 1 AND ( (dp.fid = 294743300) OR (dp.fid = 294743301) OR (dp.fid = 294743302) OR (dp.fid = 294743303) OR (dp.fid = 294743304) OR (dp.fid = 294743305) OR (dp.fid = 294743306) OR (dp.fid = 294743307) OR (dp.fid = 294743308) OR (dp.fid = 294743309) OR (dp.fid = 294743310) ) ORDER BY RAND() LIMIT 1

114 (514.98413085938): SELECT dp.name, dp.id, dp2.name as channel, ex.name as author_name, ex.specialization, ex.images FROM jos_deeppockets as dp LEFT JOIN jos_experts as ex ON ex.id = dp.author LEFT JOIN jos_deeppockets as dp2 ON dp2.id = dp.fid WHERE dp.author != 0 AND dp.cat = 10 AND dp.published = 1 AND ( (dp.fid = 294743300) OR (dp.fid = 294743301) OR (dp.fid = 294743302) OR (dp.fid = 294743303) OR (dp.fid = 294743304) OR (dp.fid = 294743305) OR (dp.fid = 294743306) OR (dp.fid = 294743307) OR (dp.fid = 294743308) OR (dp.fid = 294743309) OR (dp.fid = 294743310) ) ORDER BY RAND() LIMIT 1

115 (186.92016601562): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

116 (63.180923461914): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

117 (102.04315185547): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

118 (64.849853515625): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

119 (55.074691772461): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

120 (41.007995605469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

121 (66.041946411133): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

122 (55.789947509766): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

123 (417.94776916504): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

124 (!!!!! 26740.074157715): SELECT * FROM jos_deeppockets WHERE jos_deeppockets.cat = 10 AND jos_deeppockets.type = 'deeppockets_item' AND jos_deeppockets.published = 1 AND jos_deeppockets.created + INTERVAL 14 DAY >= NOW() ORDER BY jos_deeppockets.hits DESC LIMIT 7

125 (828.98139953613): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294753628 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294753628 AND type='deeppockets_item' AND published='1' LIMIT 1

126 (!!!!! 9338.1404876709): ( SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.video != '' AND dp.video_source != '' AND dp.cat = 10 AND dp.published = 1 AND dp.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) UNION ( SELECT dpa.id, dpa.name, dpa.title, dpa.video, dpa.video_source, dpa.created FROM jos_deeppockets_archive AS dpa WHERE dpa.video != '' AND dpa.video_source != '' AND dpa.cat = 10 AND dpa.published = 1 AND dpa.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) ORDER BY created DESC LIMIT 3

127 (133.03756713867): ( SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.video != '' AND dp.video_source != '' AND dp.cat = 10 AND dp.published = 1 AND dp.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) UNION ( SELECT dpa.id, dpa.name, dpa.title, dpa.video, dpa.video_source, dpa.created FROM jos_deeppockets_archive AS dpa WHERE dpa.video != '' AND dpa.video_source != '' AND dpa.cat = 10 AND dpa.published = 1 AND dpa.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) ORDER BY created DESC LIMIT 3

128 (52.928924560547): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803337 LIMIT 1

129 (36.001205444336): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803337 LIMIT 1

130 (67.949295043945): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803276 LIMIT 1

131 (46.014785766602): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803276 LIMIT 1

132 (373.84033203125): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294803276 LIMIT 1

133 (40.769577026367): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294803276 LIMIT 1

134 (36.001205444336): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294802958 LIMIT 1

135 (30.994415283203): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294802958 LIMIT 1

136 (609.8747253418): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

137 (598.19221496582): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

138 (48.87580871582): SELECT name FROM jos_deeppockets WHERE id=216

139 (35.04753112793): SELECT name FROM jos_deeppockets WHERE id=216

140 (751.01852416992): SELECT *, DATE_FORMAT(publish_up,'%d %b %Y') AS date_publish_up, DATE_FORMAT(publish_down,'%d %b %Y') AS date_publish_down FROM jos_events WHERE state=1 AND publish_up > NOW() and extra_info REGEXP '((;)|(^))216((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

141 (597.00012207031): SELECT *, DATE_FORMAT(publish_up,'%d %b %Y') AS date_publish_up, DATE_FORMAT(publish_down,'%d %b %Y') AS date_publish_down FROM jos_events WHERE state=1 AND publish_up > NOW() and extra_info REGEXP '((;)|(^))216((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

142 (104.18891906738): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

143 (66.041946411133): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

144 (!!!!! 20625.829696655): TRUNCATE TABLE jos_trademed_module

145 (137.0906829834): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=294753628 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

146 (86.069107055664): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=294753628 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

147 (692.84439086914): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

148 (84.161758422852): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

149 (84.877014160156): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

150 (104.90417480469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

151 (!!!!! 1718.0442810059): SELECT jos_item.* FROM jos_item INNER JOIN jos_number ON jos_item.numberID=jos_number.id WHERE 1=1 AND (jos_item.imgMini<>'') AND jos_item.type='L' AND jos_item.numberID= ( SELECT jos_number.id FROM jos_number WHERE jos_number.journalID IN (10) and jos_number.id in (select distinct jos_number.id from jos_number join jos_item on jos_item.numberid=jos_number.id where jos_item.type='P') ORDER BY (CONVERT(SUBSTRING(issue,1,2),SIGNED) + (CONVERT(SUBSTRING(issue,3,2),SIGNED)*100)) DESC LIMIT 0,1 ) ORDER BY RAND() DESC LIMIT 6

152 (94.175338745117): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

153 (71.048736572266): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

154 (51.021575927734): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294753628 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294753628 AND type='deeppockets_item' AND published='1' LIMIT 1

155 (45.061111450195): select distinct links.* from jos_textlinks links join jos_textlinks_placement placement on links.id=placement.link_id where journal_id=(10) and (channel_id=216 or channel_id is null)

156 (41.961669921875): select distinct links.* from jos_textlinks links join jos_textlinks_placement placement on links.id=placement.link_id where journal_id=(10) and (channel_id=216 or channel_id is null)

157 (45.061111450195): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

158 (97.036361694336): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

159 (66.041946411133): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294753628 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294753628 AND published='1' LIMIT 1

160 (58.174133300781): select jos_twitters.link from jos_twitters where cat=10

161 (41.961669921875): select jos_facebook.link from jos_facebook where cat=10

162 (42.915344238281): select jos_google_plus.link from jos_google_plus where cat=10

163 (43.869018554688): select jos_linkedin.link from jos_linkedin where cat=10

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