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Image Analysis Algorithms Devised to Find Weak Spots in Muscles, Tendons, and Bones prone to Tearing, Breaking

By MedImaging International staff writers
Posted on 09 Sep 2014

Image: From left, Guy Genin, PhD, John Boyle and Stavros Thomopoulos, PhD, watch as a sample is exposed to stress and force. They have developed algorithms that may lead to the ability to identify weak spots in tendons, muscles and bones (Photo courtesy of Washington University in St. Louis).

Researchers have developed algorithms to detect weak spots in muscles, tendons, and bones predisposed to tearing or breaking. The technology, which needs to be further refined before it is used in patients, may soon help target minor strains and tiny injuries in the body’s tissues long before greater problems occur.

The research was published online August 27, 2014, in the journal of the Royal Society Interface, which publishes research at the nexus of the physical and life sciences. “Tendons are constantly stretching as muscles pull on them, and bones also bend or compress as we carry out everyday activities,” said senior investigator Stavros Thomopoulos, PhD, professor of orthopedic surgery at Washington University in St. Louis (MO, USA). “Small cracks or tears can result from these loads and lead to major injuries. Understanding how these tears and cracks develop over time therefore is important for diagnosing and tracking injuries.”

Dr. Thomopoulos and his colleagues developed a strategy to visualize and even predict spots where tissues are weakened. To accomplish this, they pulled tissues and monitored what occurred as their shapes changed or became distorted. The study’s first author, John J. Boyle, a graduate student in biomedical engineering, combined mechanical engineering basics with image-analysis techniques to create the algorithms, which were tested in different materials and in animal models. “If you imagine stretching Silly Putty or a swimming cap with a picture on it, as you pull, the picture becomes distorted,” Dr. Boyle said. “This allows us to track how the material responds to an external force.”

In one of the experiments described in the paper, Dr. Boyle sprayed a pattern of dots on plastic wrap, stretched it and tracked the dots. “As you pull and stretch the plastic wrap, eventually tears begin to emerge,” he explained. “The new algorithm allowed us to find the places where the tears were beginning to form and to track them as they extended. Older algorithms are not as good at finding and tracking localized strains as the material stretches.”

One of the two new algorithms is 1,000 times more accurate than older approaches for quantifying very large stretches near tiny cracks and tears, the research showed. And a second algorithm has the ability to predict where cracks and failures are likely to form. “This extra accuracy is critical for quantifying large strains,” said Guy Genin, PhD, professor of mechanical engineering and co-senior investigator on the study.”

Commercial algorithms that estimate strain frequently are much less sensitive, and they are prone to identifying noise that can arise from the algorithm itself instead of from the substance being examined. The new algorithms can differentiate the noise from true regions of large strains.”

Dr. Thomopoulos, who also is a professor of biomedical engineering and of mechanical engineering, works with Dr. Genin to study the shoulder’s rotator cuff, a group of tendons and muscles that connect the upper arm to the shoulder blade. They are setting out to determine why some surgeries to repair rotator cuff injuries eventually fail. Their goal is to increase the chances that the tissue in the shoulder will heal following surgery, and they think the new algorithms could help them get closer to that objective. How soon the new algorithms could be used in patients depends on getting clearer images of the body’s tissues. Current imaging techniques, such as magnetic resonance imaging (MRI) and ultrasound do not have the required clarity and resolution.

Dr. Genin also explained that although the objective of the current study is to better determine how forces at work on human tissue cause injury and stress, the algorithms also could help engineers identify vulnerable areas of buildings and other structures. Our muscles and bones, he said, are influenced by the same strains that affect those structures. “Whether it’s a bridge or a tendon, it’s vital to understand the ways that physical forces cause structures and tissues to deform so that we can identify the onset of failures and eventually predict them,” he said.

In the long term, the investigators want to use the algorithms to prevent further injuries following surgery to repair, shoulders, knees, and other tissues. They also reported that it may be possible in the future to predict problems before they occur.

The scientists, who applied for a provisional patent earlier in 2014, hope the algorithms will be useful to researchers in the medical and engineering fields.

Related Links:
Washington University in St. Louis

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60 (51.975250244141): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

61 (335.9317779541): 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 (511.88468933105): SELECT fid FROM jos_deeppockets WHERE id=294754468 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294754468 AND published='1' LIMIT 1

63 (361.91940307617): 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=215 ORDER BY `ordering`

64 (45.061111450195): select jos_twitters.link from jos_twitters where cat=10

65 (30.040740966797): select jos_facebook.link from jos_facebook where cat=10

66 (30.040740966797): select jos_google_plus.link from jos_google_plus where cat=10

67 (29.087066650391): select jos_linkedin.link from jos_linkedin where cat=10

68 (35.04753112793): SELECT fid FROM jos_deeppockets WHERE id=294754468 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294754468 AND published='1' LIMIT 1

69 (31.948089599609): 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=215 ORDER BY `ordering`

70 (248.90899658203): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294754468 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

71 (252.00843811035): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294754468 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (!!!!! 6657.8388214111): 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 (51.975250244141): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (24.795532226562): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (24.795532226562): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (40.054321289062): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294754468 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

88 (26.941299438477): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294754468 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (30.994415283203): 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 (51.975250244141): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (27.179718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (27.179718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (26.226043701172): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (27.179718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (69.141387939453): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

105 (42.915344238281): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

106 (51.975250244141): 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=294754468 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

107 (47.922134399414): 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=294754468 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (69.856643676758): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

109 (51.975250244141): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

110 (101.08947753906): 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=294754468 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (507.11631774902): 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=294754468 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (556.94580078125): 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 (361.20414733887): 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 (92.983245849609): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

115 (47.922134399414): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

116 (113.01040649414): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

117 (82.015991210938): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

118 (50.783157348633): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

119 (39.100646972656): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

120 (246.04797363281): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

121 (!!!!! 17663.00201416): 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

122 (92.983245849609): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

123 (45.061111450195): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

124 (426.05400085449): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294754468 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294754468 AND type='deeppockets_item' AND published='1' LIMIT 1

125 (!!!!! 435105.08537292): ( 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 (75.101852416992): ( 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 (319.9577331543): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800513 LIMIT 1

128 (109.19570922852): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800513 LIMIT 1

129 (225.06713867188): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800359 LIMIT 1

130 (35.04753112793): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800359 LIMIT 1

131 (273.9429473877): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800361 LIMIT 1

132 (36.954879760742): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800361 LIMIT 1

133 (524.99771118164): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

134 (388.86070251465): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

135 (205.03997802734): SELECT name FROM jos_deeppockets WHERE id=215

136 (33.140182495117): SELECT name FROM jos_deeppockets WHERE id=215

137 (428.91502380371): 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 '((;)|(^))215((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

138 (335.9317779541): 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 '((;)|(^))215((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

139 (64.13459777832): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

140 (46.968460083008): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

141 (!!!!! 8037.0903015137): TRUNCATE TABLE jos_trademed_module

142 (90.122222900391): 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=294754468 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

143 (56.028366088867): 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=294754468 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

144 (811.10000610352): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

145 (62.942504882812): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

146 (55.074691772461): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

147 (41.961669921875): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

148 (!!!!! 1116.0373687744): 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

149 (56.982040405273): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

150 (70.095062255859): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

151 (37.908554077148): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294754468 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294754468 AND type='deeppockets_item' AND published='1' LIMIT 1

152 (30.040740966797): 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=215 or channel_id is null)

153 (26.941299438477): 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=215 or channel_id is null)

154 (30.040740966797): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

155 (945.8065032959): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

156 (54.836273193359): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294754468 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294754468 AND published='1' LIMIT 1

157 (170.94612121582): select jos_twitters.link from jos_twitters where cat=10

158 (28.133392333984): select jos_facebook.link from jos_facebook where cat=10

159 (26.941299438477): select jos_google_plus.link from jos_google_plus where cat=10

160 (27.179718017578): select jos_linkedin.link from jos_linkedin where cat=10

161 (265.83671569824): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

162 (!!!!! 1055.0022125244): insert into jos_banners_delta values (14615,'2025-05-02 00:25:46','18.116.67.226','view'),(14202,'2025-05-02 00:25:46','18.116.67.226','view'),(14203,'2025-05-02 00:25:46','18.116.67.226','view')

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