<?xml version="1.0" encoding="UTF-8"?><article xml:lang="en" article-type="abstract"><front><journal-meta><journal-id journal-id-type="pmc-domain-id">2045</journal-id><journal-id journal-id-type="pmc-domain">ojphi</journal-id><journal-title-group><journal-title>Online Journal of Public Health Informatics</journal-title><abbrev-journal-title>Online J Public Health Inform</abbrev-journal-title></journal-title-group><publisher><publisher-name>JMIR Publications Inc.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="pmcid">PMC6088067</article-id><article-id pub-id-type="pmcaid">6088067</article-id><article-id pub-id-type="pmcaiid">6088067</article-id><article-id pub-id-type="doi">10.5210/ojphi.v10i1.8966</article-id><title-group><article-title>Surveillance of a Synthetic Cannabinoid Overdose Outbreak using
Syndromic &amp; EMS Data</article-title></title-group><contrib-group content-type="author"><contrib><name name-style="western"><surname>Rock</surname><given-names initials="PJ">Peter J</given-names></name><xref ref-type="aff" rid="aff1">1</xref><xref rid="cor1" ref-type="author-notes">*</xref></contrib><contrib><name name-style="western"><surname>Singleton</surname><given-names initials="MD">Michael D</given-names></name><xref ref-type="aff" rid="aff1">1</xref></contrib></contrib-group><aff id="aff1"><label>1</label>College of Public Health, University of
Kentucky, Lexington, KY,
USA</aff><author-notes><fn id="cor1"><label>*</label><p>Peter J. Rock E-mail: <email>pjrock2@uky.edu</email></p></fn></author-notes><pub-date><day>30</day><month>5</month><year>2018</year></pub-date><volume>10</volume><issue>1</issue><fpage>e174</fpage><page-range>e174</page-range><pub-history><event event-type="pmc-release"><date><day>21</day><month>8</month><year>2018</year></date></event></pub-history><permissions><license><license-p>ISDS Annual Conference Proceedings 2018. This is an Open Access
article distributed under the terms of the Creative Commons
Attribution-Noncommercial 3.0 Unported License (<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://creativecommons.org/licenses/by-nc/3.0/" ext-link-type="uri">http://creativecommons.org/licenses/by-nc/3.0/</ext-link>), permitting all
non-commercial use, distribution, and reproduction in any medium, provided the
original work is properly cited.</license-p></license></permissions><self-uri xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="ojphi-10-e174.pdf" content-type="pmc-pdf"><?cloudpmc-path 5374/6088067/6c1968f8722b/ojphi-10-e174.pdf?><?cloudpmc-bucket app?><?size 741374?></self-uri><custom-meta-group><custom-meta><meta-name>status</meta-name><meta-value>released</meta-value></custom-meta><custom-meta><meta-name>display-pdf</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>is-olf</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>is-manuscript</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>is-preprint</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>is-journal-matter</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>is-scanned</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>is-retracted</meta-name><meta-value>no</meta-value></custom-meta></custom-meta-group></article-meta><notes notes-type="article-notes"><sec id="historyarticle-meta1" sec-type="history" disp-level="2"><p>Collection date 2018.</p></sec><sec id="kwd-group1" sec-type="kwd-group" disp-level="2"><p><bold>Keywords :</bold> Synthetic Marijuana, EMS, Geocoding, Surveillance, Serenity</p></sec></notes></front><body><sec id="sec1" disp-level="1"><title>Objective</title><p>The aim of this project was to investigate anecdotal reports of an increase in
synthetic cannabinoid (SynCan) overdoses in Lexington- Fayette County area of
Kentucky, using rapid surveillance systems including emergency department (ED)
syndromic surveillance (SyS) and emergency medical services (EMS) data.</p></sec><sec id="sec2" disp-level="1"><title>Introduction</title><p>In mid-2017, the Kentucky Injury Prevention and Research Center (a bonafide agent of
Kentucky Department for Public Health-KDPH) was alerted by members of KDPH to
anecdotal evidence of a possible increase of SynCan (primarily
“Serenity”) overdoses. The situation presented an opportunity to
demonstrate the capabilities of syndromic surveillance and emergency medical
services (EMS) data systems to provide rapid situational awareness about SynCan
overdoses.</p></sec><sec id="sec3" disp-level="1"><title>Methods</title><p>SynCan cases were identified based on EMS emergency runs with narratives including
mentions of ‘serenity|K2|spice’ and occurred in the Lexington-Fayette
County. In ED SyS, SynCan cases were identified for Lexington-Fayette County area ED
visits with a chief complaints of ‘serenity|K2|spice’ or diagnosis
code of T40.7X[1-4] A. The ICD code was included after analysis of diagnosis codes
in positive cases from a chief complaint only query revealed T40.7X[1-4]A as a
primary code assigned in these cases. Trends for Lexington-Fayette County area were
compared to state-wide total to determine if the trend is unique or related to
system-wide pattern changes. EMS and ED SyS trend results were compared for internal
validity. EMS incident addresses were geocoded to point-level to enable more
granular analysis of geospatial patterns over time for identification of
hotspots/clustering.</p></sec><sec id="sec4" disp-level="1"><title>Results</title><p>ED SyS and EMS results demonstrated a clear temporal increase in SynCan overdoses
beginning around March of 2017[Fig 1]. Further analysis indicated that this increase
was most dramatically centered in the Lexington-Fayette County area [Fig 2]. The
vast majority of those overdosing were males (SyS: 88.1%) with average age 37
compared to 11.9% and 36.0 for females, respectively. These demographics are similar
to those reported by the New York City Department of Health and Mental Hygiene for a
K2 outbreak in New York City in 2014<sup>1</sup>. Kernel density mapping
demonstrated a strong clustering in a specific area of downtown Lexington.
Additionally, analysis of EMS data revealed that a large portion of these overdoses
were being admitted for observational care and thus not being captured in SyS data
(based on the primary hospital’s submission types). From a practical
standpoint, the rapid surveillance results only took 1-2 days to complete and
highlight the utility of these data systems in preparing rapid data products. The
results of the analysis were shared with local and state health department
authorities, including the local Emergency Medical Advisory Board. The geospatial
analysis provided local authorities with information to enable precise targeting of
public health and public safety messaging.</p></sec><sec id="sec5" disp-level="1"><title>Conclusions</title><p>By analyzing data from these systems, we were able to quickly identify the geographic
areas and demographic groups that were most affected, and to describe trends in
SynCan overdoses over time. As a result, we were able to provide highly-detailed
data to local public health and public safety authorities to inform their
response.</p><fig id="f1" position="float"><?disp-level 2?><label>Figure 1</label><alternatives><graphic xmlns:xlink="http://www.w3.org/1999/xlink" content-type="image" xlink:href="ojphi-10-e174-g001.jpg"><?cloudpmc-path blobs/5374/6088067/d51916861390/ojphi-10-e174-g001.jpg?><?cloudpmc-bucket cdn?><?image-server-status NEVER_LOAD?><?original-height 344?><?original-width 365?><?scaled-height 344?><?scaled-width 365?></graphic><graphic xmlns:xlink="http://www.w3.org/1999/xlink" content-type="thumb" xlink:href="ojphi-10-e174-g001.gif"><?cloudpmc-path blobs/5374/6088067/339e066eec7c/ojphi-10-e174-g001.gif?><?cloudpmc-bucket cdn?></graphic></alternatives></fig><fig id="f2" position="float"><?disp-level 2?><label>Figure 2</label><alternatives><graphic xmlns:xlink="http://www.w3.org/1999/xlink" content-type="image" xlink:href="ojphi-10-e174-g002.jpg"><?cloudpmc-path blobs/5374/6088067/c20c492b35f1/ojphi-10-e174-g002.jpg?><?cloudpmc-bucket cdn?><?image-server-status NEVER_LOAD?><?original-height 340?><?original-width 386?><?scaled-height 340?><?scaled-width 386?></graphic><graphic xmlns:xlink="http://www.w3.org/1999/xlink" content-type="thumb" xlink:href="ojphi-10-e174-g002.gif"><?cloudpmc-path blobs/5374/6088067/0cfe157e1782/ojphi-10-e174-g002.gif?><?cloudpmc-bucket cdn?></graphic></alternatives></fig></sec><sec id="ack1" sec-type="ack" disp-level="1"><title>Acknowledgments</title><p>We acknowledge and thank the following agencies for their support of this work: the
Kentucky Department for Public Health, the Kentucky Health Information Exchange,
Lexington-Fayette County Health Department, and the Kentucky Board of Emergency
Medical Services.</p></sec><sec id="ref-list1" sec-type="ref-list" disp-level="1"><title>References</title><sec id="ref-list1_sec2" disp-level="2"><ref-list><ref id="r1"><label>1.</label><mixed-citation><named-content content-type="citation-string">Nolan, M. L., Allen, B., Kunins, H. V.,
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