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Brain Connectivity on MRI Predicts Parkinson’s Disease Progression

By MedImaging International staff writers
Posted on 10 Jul 2024

$Image: The study results point to a role for MRI in intervention trials to prevent or delay the progression of Parkinson\'s disease (Photo courtesy of 123RF)$

Image: The study results point to a role for MRI in intervention trials to prevent or delay the progression of Parkinson\'s disease (Photo courtesy of 123RF)

Parkinson's disease is a degenerative neurological disorder characterized by symptoms such as tremors, slowed movement, and rigidity. These symptoms intensify over time and may be accompanied by cognitive decline and sleep disturbances. Currently, over 8.5 million individuals are affected globally, a number that has doubled in the last 25 years, as reported by the World Health Organization (WHO). A hallmark of Parkinson's disease is the abnormal accumulation of the protein alpha-synuclein within the brain. Under normal conditions, this protein is harmless, but in Parkinson's, it misfolds and aggregates in nerve cells, forming structures called Lewy bodies and Lewy neurites. These protein clumps then spread throughout the brain, causing neuronal damage. Now, a new study has revealed that MRI scans depicting the structural and functional organization of the brain can predict the progression of brain atrophy in patients with early-stage, mild Parkinson's disease.

The study by researchers at IRCCS San Raffaele Scientific Institute (Milan, Italy) explored whether analyzing the brain's structural and functional connections could predict the spread of atrophy in patients with mild Parkinson's disease. They collected MRI data from 86 patients with mild Parkinson's and 60 healthy controls to create a connectome, a detailed map of the brain’s neural connections. This connectome was then used to calculate an index of disease exposure. They found that disease exposure at one and two years was linked to brain atrophy at two and three years post-baseline, respectively. Models incorporating this disease exposure effectively predicted the accumulation of gray matter atrophy over three years in various brain regions.

The results of this study, published in Radiology, lend support to the idea that the functional and structural connectivity between brain regions plays a critical role in the progression of Parkinson's disease. The deterioration of neurons and the build-up of abnormal proteins may disrupt these neural connections, impairing signal transmission and information integration across different brain areas. The study underscores the potential of MRI in intervention trials aimed at preventing or slowing the progression of the disease, particularly when tailored to individual patient profiles. Given the variability in how Parkinson's progresses among individuals, future predictive models will need to account for unique starting conditions and include personalized patient data to maximize their accuracy and effectiveness, as suggested by the researchers.

"In the present study, brain connectome, both structural and functional, showed the potential to predict progression of gray matter alteration in patients with mild Parkinson's disease," said study coauthor Federica Agosta, M.D., Ph.D., associate professor of neurology at the Neuroimaging Research Unit of IRCCS San Raffaele Scientific Institute. "We believe that understanding the organization and dynamics of the human brain network is a pivotal goal in neuroscience, achievable through the study of the human connectome. The idea that this approach could help identify different biomarkers capable of modulating Parkinson's disease progression inspires our work."

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IRCCS San Raffaele Scientific Institute

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62 (838.04130554199): SELECT fid FROM jos_deeppockets WHERE id=294801780 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294801780 AND published='1' LIMIT 1

63 (79.154968261719): 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 (84.161758422852): select jos_twitters.link from jos_twitters where cat=10

65 (46.014785766602): select jos_facebook.link from jos_facebook where cat=10

66 (60.081481933594): select jos_google_plus.link from jos_google_plus where cat=10

67 (46.968460083008): select jos_linkedin.link from jos_linkedin where cat=10

68 (62.942504882812): SELECT fid FROM jos_deeppockets WHERE id=294801780 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294801780 AND published='1' LIMIT 1

69 (53.882598876953): 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 (567.91305541992): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294801780 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

71 (428.91502380371): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294801780 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (84.161758422852): 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 (92.983245849609): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (51.021575927734): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (54.121017456055): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (46.968460083008): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (48.160552978516): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (45.061111450195): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (46.014785766602): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (43.869018554688): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (44.822692871094): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (45.061111450195): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (45.061111450195): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (43.869018554688): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (44.822692871094): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (93.221664428711): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294801780 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

88 (50.783157348633): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294801780 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (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`

90 (97.036361694336): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (79.154968261719): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (48.160552978516): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (44.822692871094): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (60.081481933594): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (44.107437133789): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (44.107437133789): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (46.968460083008): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (46.014785766602): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (67.949295043945): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (49.114227294922): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (128.98445129395): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

105 (75.101852416992): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

106 (!!!!! 6052.9708862305): 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=294801780 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

107 (105.14259338379): 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=294801780 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (171.89979553223): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

109 (!!!!! 1553.0586242676): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

110 (102.04315185547): 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=294801780 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (!!!!! 10519.981384277): 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=294801780 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (823.02093505859): 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 (519.99092102051): 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 (198.1258392334): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

115 (115.15617370605): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

116 (72.956085205078): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

117 (56.982040405273): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

118 (70.095062255859): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

119 (60.081481933594): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

120 (62.942504882812): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

121 (59.843063354492): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

122 (310.89782714844): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

123 (!!!!! 33848.04725647): 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 (!!!!! 3842.1154022217): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294801780 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294801780 AND type='deeppockets_item' AND published='1' LIMIT 1

125 (!!!!! 13019.08493042): ( 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 (108.00361633301): ( 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 (75.817108154297): 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 (50.067901611328): 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 (334.02442932129): 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 (61.03515625): 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 (620.12672424316): 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 (72.956085205078): 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 (69.141387939453): 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 (50.067901611328): 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 (533.10394287109): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

136 (443.93539428711): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

137 (76.770782470703): SELECT name FROM jos_deeppockets WHERE id=212

138 (51.975250244141): SELECT name FROM jos_deeppockets WHERE id=212

139 (!!!!! 1072.1683502197): 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 (992.0597076416): 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 (128.03077697754): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

142 (102.99682617188): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

143 (!!!!! 22140.979766846): TRUNCATE TABLE jos_trademed_module

144 (317.09671020508): 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=294801780 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

145 (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_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=294801780 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

146 (663.99574279785): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

147 (92.983245849609): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

148 (118.01719665527): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

149 (82.015991210938): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

150 (!!!!! 2151.9660949707): 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 (126.12342834473): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

152 (218.86825561523): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

153 (72.002410888672): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294801780 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294801780 AND type='deeppockets_item' AND published='1' LIMIT 1

154 (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=212 or channel_id is null)

155 (81.062316894531): 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 (363.11149597168): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

157 (103.95050048828): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

158 (56.028366088867): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294801780 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294801780 AND published='1' LIMIT 1

159 (69.856643676758): select jos_twitters.link from jos_twitters where cat=10

160 (51.975250244141): select jos_facebook.link from jos_facebook where cat=10

161 (50.067901611328): select jos_google_plus.link from jos_google_plus where cat=10

162 (172.13821411133): select jos_linkedin.link from jos_linkedin where cat=10

163 (771.99935913086): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

164 (!!!!! 1610.0406646729): insert into jos_banners_delta values (14615,'2025-08-02 03:01:01','216.73.216.210','view'),(14202,'2025-08-02 03:01:01','216.73.216.210','view'),(14203,'2025-08-02 03:01:01','216.73.216.210','view')

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