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AAPM 2025 - 67th Annual Meeting & Exhibition of the American Association of Physicists in Medicine

Functional Brain Scans may Help Detect Autism in Adults

By MedImaging International staff writers
Posted on 04 May 2016

Image: A map of the brain helps distinguish patients diagnosed with ASD (Photo courtesy of Nature Communications).

An innovative computer algorithm could be the key to implement brain scans as a means to identify autism spectrum disorder (ASD), according to a new study.

Developed at Advanced Telecommunications Research Institute International (Kyoto, Japan), and Brown University (Providence, RI, USA), the neuroimaging-based algorithm can classify different subject sets using functional magnetic resonance imaging (fMRI) to analyze thousands of brain network functional connections (FCs). When the researchers examined the scans of people with and without ASD, the algorithm found 16 key interregional FCs that allowed it to identify with high accuracy those who had been diagnosed with autism, and those who had not.

The neuroimaging classifier, which blends two machine-learning algorithms, was first developed with the aid of 181 adult volunteers at three sites in Japan, and was then applied to a group of 88 American adults at seven sites; all the study volunteers with autism diagnoses had no intellectual disability. The classifier worked well in each population, averaging 85% accuracy among the Japanese volunteers and 75% accuracy in the Americans. The researchers calculated that the probability of such a degree of cross-population performance purely by chance was 1.4 in a million.

To further validate the classifier, the researchers examined how it related to the Autism Diagnostic Observation Schedule (ADOS), a clinical tool based not on markers of biology or physiology, but instead on a doctor’s interviews and observations of behavior. They found that the 16 FCs identified by the classifier related to attributes of importance in ADOS. They also found that 41% of the specific brain regions in which the 16 FCs resided were within the cingulo-opercular network, which participates in the conceiving of other people, face processing, and emotional processing. The study was published on April 14, 2016, in Nature Communications.

“The MRI scans required to gather the data were simple. Subjects only needed to spend about 10 minutes in the machine, and didn’t have to perform any special tasks; they just had to stay still and rest,” said co-corresponding author Professor Yuka Sasaki, PhD, of Brown University. “Despite that simplicity, and even though the classifier performed unprecedentedly well as a matter of research, it is not yet ready to be a clinical tool. The accuracy level needs to be much higher; 80% accuracy may not be useful in the real world.”

The researchers clarified that the developed ASD classifier does not distinguish individuals with major depressive disorder and attention-deficit hyperactivity disorder from their controls, but moderately distinguishes patients with schizophrenia from their controls.

Related Links:
Advanced Telecommunications Research Institute International
Brown University

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63 (573.87351989746): 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=212 ORDER BY `ordering`

64 (504.97055053711): select jos_twitters.link from jos_twitters where cat=10

65 (!!!!! 5458.1165313721): select jos_facebook.link from jos_facebook where cat=10

66 (!!!!! 3354.0725708008): select jos_google_plus.link from jos_google_plus where cat=10

67 (102.04315185547): select jos_linkedin.link from jos_linkedin where cat=10

68 (161.88621520996): SELECT fid FROM jos_deeppockets WHERE id=294763988 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294763988 AND published='1' LIMIT 1

69 (47.922134399414): 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=212 ORDER BY `ordering`

70 (419.85511779785): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294763988 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

71 (288.96331787109): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294763988 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (65.088272094727): 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 (358.10470581055): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (34.809112548828): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (28.133392333984): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (118.97087097168): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (211.95411682129): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (!!!!! 5610.9428405762): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (353.09791564941): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (433.92181396484): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (49.114227294922): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (48.87580871582): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (37.908554077148): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (530.00450134277): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294763988 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

88 (39.100646972656): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294763988 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (203.13262939453): 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 (84.877014160156): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (44.107437133789): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (38.862228393555): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (!!!!! 1177.0725250244): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (61.03515625): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (32.901763916016): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (34.809112548828): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (!!!!! 3633.0223083496): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

105 (95.129013061523): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

106 (127.07710266113): 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=294763988 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

107 (616.07360839844): 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=294763988 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (126.12342834473): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

109 (67.949295043945): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

110 (77.962875366211): 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=294763988 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (810.14633178711): 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=294763988 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (!!!!! 1439.094543457): 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 (737.90550231934): 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 (100.13580322266): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

115 (72.002410888672): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

116 (507.11631774902): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

117 (71.048736572266): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

118 (392.91381835938): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

119 (68.902969360352): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

120 (249.14741516113): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

121 (64.849853515625): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

122 (!!!!! 1055.0022125244): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

123 (!!!!! 58999.061584473): 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 (713.10997009277): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294763988 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294763988 AND type='deeppockets_item' AND published='1' LIMIT 1

125 (!!!!! 19051.074981689): ( 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 (474.92980957031): ( 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 (65.088272094727): 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 (43.153762817383): 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 (439.16702270508): 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 (51.021575927734): 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 (542.87910461426): 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 (47.922134399414): 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 (586.03286743164): 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 (51.975250244141): 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 (517.84515380859): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

136 (382.90023803711): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

137 (227.92816162109): SELECT name FROM jos_deeppockets WHERE id=212

138 (48.160552978516): SELECT name FROM jos_deeppockets WHERE id=212

139 (855.92269897461): 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 '((;)|(^))212((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

140 (687.83760070801): 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 '((;)|(^))212((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

141 (!!!!! 1907.8254699707): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

142 (!!!!! 4062.8910064697): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

143 (!!!!! 15008.926391602): TRUNCATE TABLE jos_trademed_module

144 (!!!!! 8180.8567047119): 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=294763988 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

145 (!!!!! 3113.0313873291): 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=294763988 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

146 (813.00735473633): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

147 (71.048736572266): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

148 (729.08401489258): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

149 (65.088272094727): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

150 (!!!!! 1534.9388122559): 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 (514.98413085938): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

152 (73.19450378418): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

153 (60.081481933594): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294763988 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294763988 AND type='deeppockets_item' AND published='1' LIMIT 1

154 (259.1609954834): 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=212 or channel_id is null)

155 (!!!!! 2972.8412628174): 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=212 or channel_id is null)

156 (!!!!! 1221.1799621582): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

157 (!!!!! 6145.0004577637): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

158 (!!!!! 8202.075958252): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294763988 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294763988 AND published='1' LIMIT 1

159 (!!!!! 8692.9798126221): select jos_twitters.link from jos_twitters where cat=10

160 (!!!!! 3904.1042327881): select jos_facebook.link from jos_facebook where cat=10

161 (!!!!! 3986.8354797363): select jos_google_plus.link from jos_google_plus where cat=10

162 (!!!!! 7930.9940338135): select jos_linkedin.link from jos_linkedin where cat=10

163 (!!!!! 6065.1302337646): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

164 (!!!!! 9574.1748809814): insert into jos_banners_delta values (14615,'2025-06-20 23:42:20','216.73.216.120','view'),(14202,'2025-06-20 23:42:20','216.73.216.120','view'),(14203,'2025-06-20 23:42:20','216.73.216.120','view')

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