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“Virtual Breast” Designed to Enhance Ultrasound Elastography Cancer Detection

By MedImaging International staff writers
Posted on 15 Oct 2014

Image: A “virtual breast” image is part of a software program designed by Michigan Tech’s Jingfeng Jiang. Healthcare professionals could use the software to learn how to better read ultrasound elastography images, which are used to detect cancer (Photo courtesy of Michigan Technological University).

A virtual breast has been developed to help train clinicians in the use of ultrasound elastography. The technique has the potential for improving cancer detection, but only if the results are interpreted accurately.

Women are encouraged to get mammograms to screen for breast cancer, although the tests are imperfect at best. Only a small number of suspicious mammograms actually leads to a cancer diagnosis, which results in needless worry for women and their families, not to mention the time, discomfort, and expense of further testing, including ultrasounds and biopsies. Recently, a different type of test, ultrasound elastography, has been used to pinpoint possible tumors throughout the body, including in the breast.

“It uses imaging to measure the stiffness of tissue, and cancer tissues are stiff,” said Dr. Jingfeng Jiang, a biomedical engineer at Michigan Technological University (Houghton, USA). Those images can be breathtakingly clear: Dr. Jiang reported that in one elastogram, the tumor is as different from normal breast tissue as a yolk is from the white in a fried egg. However, not all images are that precise. “Depending on who does the reading, the accuracy can vary from 95%–40%,” he said. “Forty percent is very bad—you get 50% when you toss a coin. In part, the problem is that ultrasound elastography is a new modality, and people don’t know much about it.”

Ultrasound elastography could become an effective screening approach for women who have suspicious mammograms, but only if the findings are appropriately interpreted. Dr. Jiang, who helped develop ultrasound elastography when he was a postdoctoral researcher at the University of Wisconsin-Madison (USA), reasoned that clinicians might improve their accuracy if they could practice more, and therefore, he and his colleagues set about to construct a virtual breast.

Similar to a simulator used to train fledgling surgeons, their virtual breast—a three-dimensional (3D), computer-generated “phantom”—would let medical professionals practice in the safety of the lab. It was developed using data from the Visible Human Project, which gathered thousands of cross-sectional images from a female cadaver. Therefore, it mimics the complexity of the real thing, integrating a range of tissue types and anatomical structures, such as ligaments and milk ducts.

Clinicians can practice searching for cancer by applying virtual ultrasound elastography to the virtual breast and then evaluating the resulting images. Dr. Jiang hopes that ultimately the software will be available to anyone who needs the training.

The investigators presented a poster on their project at the Institute of Electrical and Electronics Engineers (IEEE) Ultrasonics Symposium, held September 3–6, 2014, in Chicago (IL, USA).

Related Links:
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60 (!!!!! 1259.0885162354): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

61 (!!!!! 11941.909790039): 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

62 (!!!!! 1479.8641204834): SELECT fid FROM jos_deeppockets WHERE id=294755108 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294755108 AND published='1' LIMIT 1

63 (383.85391235352): 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=214 ORDER BY `ordering`

64 (921.01097106934): select jos_twitters.link from jos_twitters where cat=10

65 (50.067901611328): select jos_facebook.link from jos_facebook where cat=10

66 (36.001205444336): select jos_google_plus.link from jos_google_plus where cat=10

67 (!!!!! 1569.0326690674): select jos_linkedin.link from jos_linkedin where cat=10

68 (!!!!! 3073.9307403564): SELECT fid FROM jos_deeppockets WHERE id=294755108 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294755108 AND published='1' LIMIT 1

69 (69.141387939453): 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=214 ORDER BY `ordering`

70 (!!!!! 1388.0729675293): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294755108 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

71 (802.04010009766): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294755108 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (53.882598876953): 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`

73 (802.99377441406): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (44.107437133789): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (!!!!! 5277.8720855713): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294755108 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

88 (702.1427154541): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294755108 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (!!!!! 1425.02784729): 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`

90 (94.890594482422): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (60.796737670898): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (39.815902709961): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (!!!!! 2130.0315856934): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (47.206878662109): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (32.901763916016): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (!!!!! 4236.9365692139): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

105 (118.97087097168): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

106 (377.89344787598): 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=294755108 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

107 (305.17578125): 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=294755108 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (101.08947753906): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

109 (46.014785766602): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

110 (!!!!! 3954.8873901367): 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=294755108 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (!!!!! 2467.8707122803): 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=294755108 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (!!!!! 1080.0361633301): 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

113 (444.88906860352): 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 (!!!!! 3446.102142334): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

115 (75.101852416992): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

116 (555.03845214844): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

117 (86.069107055664): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

118 (531.91184997559): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

119 (637.05444335938): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

120 (698.08959960938): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

121 (51.021575927734): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

122 (380.03921508789): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

123 (!!!!! 70365.190505981): 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

124 (!!!!! 2167.9401397705): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294755108 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294755108 AND type='deeppockets_item' AND published='1' LIMIT 1

125 (!!!!! 17796.993255615): ( 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

126 (!!!!! 5476.9515991211): ( 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 (304.9373626709): 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

128 (43.869018554688): 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 (!!!!! 3354.0725708008): 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

130 (!!!!! 3162.8608703613): 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 (!!!!! 7068.1571960449): 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

132 (!!!!! 1351.1180877686): 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 (833.98818969727): 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

134 (!!!!! 1631.0214996338): 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 (!!!!! 2969.0265655518): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

136 (!!!!! 1074.0756988525): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

137 (169.99244689941): SELECT name FROM jos_deeppockets WHERE id=214

138 (109.91096496582): SELECT name FROM jos_deeppockets WHERE id=214

139 (801.08642578125): 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 '((;)|(^))214((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

140 (!!!!! 1869.9169158936): 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 '((;)|(^))214((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

141 (!!!!! 1883.9836120605): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

142 (146.15058898926): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

143 (!!!!! 10472.059249878): TRUNCATE TABLE jos_trademed_module

144 (!!!!! 5908.0123901367): 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=294755108 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

145 (!!!!! 1157.0453643799): 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=294755108 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

146 (!!!!! 1287.9371643066): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

147 (77.009201049805): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

148 (77.009201049805): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

149 (61.988830566406): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

150 (!!!!! 4109.1442108154): 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

151 (365.01884460449): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

152 (50.067901611328): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

153 (200.03318786621): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294755108 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294755108 AND type='deeppockets_item' AND published='1' LIMIT 1

154 (32.901763916016): 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=214 or channel_id is null)

155 (29.087066650391): 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=214 or channel_id is null)

156 (603.91426086426): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

157 (!!!!! 1805.0670623779): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

158 (!!!!! 4252.9106140137): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294755108 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294755108 AND published='1' LIMIT 1

159 (!!!!! 7765.0547027588): select jos_twitters.link from jos_twitters where cat=10

160 (!!!!! 7910.0131988525): select jos_facebook.link from jos_facebook where cat=10

161 (!!!!! 7950.0675201416): select jos_google_plus.link from jos_google_plus where cat=10

162 (!!!!! 7935.0471496582): select jos_linkedin.link from jos_linkedin where cat=10

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