bosc 2016 - the open-source outbreak
TRANSCRIPT
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OPEN-SOURCETHE
OUTBREAK01010111 01001000 01000101 01010010 01000101 00100000 01000100 01000001 01010100 01000001 00100000 01001101 01000101 01000101 01010100 01010011 00100000 01000100 01001001 01010011 01000101 01000001 01010011 01000101
where data meets diseasedr. jennifer gardy, bc centre for disease control canada research chair in public health genomics
@jennifergardy
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BSL-4 BSL-4
BSL-3 BSL-3
BSL-1BSL-1FLU
EBOLA
COLD
RABIES
WE DON’T KNOW a lot about infectious DISEASES
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56 MILLION1/3 FROM INFECTIOUS DISEASE GLOBALLY
DEATH RATE$ARE LOWER IN HIGH-INCOME REGIONS 5X
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LUNG FROM AN EGYPTIAN MUMMY, 2050BC, showing evidence of tb infection.
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e·merg·ing in·fec·tious dis·ease (n): a disease that has appeared in a population for the first time, or that may have existed previously but is rapidly increasing in incidence or geographic range.
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OLD FOESnew forms
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Lyme Disease incidence, 2001
DATA COURTESY CDC
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Lyme Disease incidence, 2013
DATA COURTESY CDC
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22
3442
57
93
87
1940S 1950S 1960S 1970S 1980S 1990S
335new infectious diseases emerged from 1940–2004
K. Jo
nes e
t al,
Natu
re, 2
008
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ADAPTED FROM K. Jones et al, Nature, 2008
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WE’RE NOTLOOKING
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DECEMBER 6: DEATH OF PATIENT ZERO, GUINEA
MARCH 22 : FIRST PRO-MED MAIL ALERTMARCH 25 : SUSPECT CASE IN CANADA
JUNE 23 : MSF - “EBOLA OUT OF CONTROL”JUNE 26 : FIRST WHO PRESS RELEASE
AUGUST 8: WHO DECLARES PUBLIC HEALTH EMERGENCY
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28,616 11,310
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HOTSPOT SURVEILLANCE
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VIRAL CENSUS-BY-SEQUENCING
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SURVEY POOP-ULATION HEALTH
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IT CAN BE ASSIMPLE AS
A
phone
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@daanensen
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epihack.org
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@johnbrownstein
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DECEMBER 6: DEATH OF PATIENT ZERO, GUINEA
MARCH 22 : FIRST PRO-MED MAIL ALERTMARCH 25 : SUSPECT CASE IN CANADA
JUNE 23 : MSF - “EBOLA OUT OF CONTROL”JUNE 26 : FIRST WHO PRESS RELEASE
AUGUST 8: WHO DECLARES PUBLIC HEALTH EMERGENCY
MARCH 14: FIRST HEALTH MAP ALERT
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nEmesisAdam Sadilek
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Bioinformatics opportunities - disease detectionrapid ID of pathogens from metagenomic surveillance data
computing in the (under-resourced) field applying our algorithms to new data types
leading by open-source example
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http://zibraproject.github.io
@zibraproject
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01000100 01100001 01110100 01100001 00100000 01100011 01100001 01101110 00100000 01101000 01100101 01101100 01110000 00100000 01110101 01110011 00100000 01110100 01110010 01100001 01100011 01101011 00100000 01100101 01101101 01100101 01110010 01100111 01101001 01101110 01100111 00100000 01101001 01101110 01100110 01100101 01100011 01110100 01101001 01101111 01110101 01110011 00100000 01100100 01101001 01110011 01100101 01100001 01110011 01100101 01110011
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HOW DO DISEASES SPREADWITHIN POPULATIONS
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social contacts
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SURVEILLANCE IDENTIFIES A POTENTIAL OUTBREAK
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MOLECULAR EPIDEMIOLOGY IDENTIFIES CLUSTERED ISOLATES
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EPIDEMIOLOGICAL INVESTIGATION IDENTIFIES PUTATIVE TRANSMISSIONS
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L I M I TAT I O N S O F C U R R E N T M E T H O D S
• Genotyping methods only tell you a cluster of cases exists, not the order/direction of transmission
• Size/membership of the cluster varies with the molecular typing method(s) used
• Epidemiological investigation is required to derive the links between cases, and may not be available or of sufficient quality
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GENOMICS TO THE RESCUE
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ge·no·mic ep·i·de·mi·ol·o·gy (jēˈnōmik ˌepiˌdēmēˈäləjē/) n. reading whole genome sequences from outbreak isolates to track person-to-person spread of an infectious disease.
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AAAAAA
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AAAAAA
AAAAAA
AACAAA
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AAAAAA
AAAAAA
AACAAA
AACAAA
GACAAA
AAAATA
AAAAAA
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AAAAAA AACAAA
AACAAA
AACTAA AACTAA
AACAAG
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TELEPHONE
ART B
Y DE
VIAN
TART
USE
R SC
UMMY
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TRANSPHYLO INTERPRETS A BAYESIAN PHYLOGENY IN THE CONTEXT OF WITHIN-HOST GENETIC DIVERSITY .with Xavier Didelot & Caroline Colijn
(Imperial College London)
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Can we infer a transmission tree T given a phylogenetic tree G?
A
B
C
D A
BC
D
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HATHERELL ET AL, 2016. microbial genomics.
An updated model to better infer time of infection
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MEMO
Bus: (250) 868-7818 Fax: (250) 868-7826 Kelowna Health Centre Email: [email protected] 1340 Ellis Street www.interiorhealth.ca Kelowna, BC V1Y 9N1
Quality y Integrity y Respect y Trust
In 2008, an outbreak of Mycobacterium Tuberculosis (TB) was declared after a higher-than-expected number of TB cases were identified in the Central Okanagan. Between 2008 and 2014, 52 outbreak-related active TB cases were identified. Most cases were homeless and/or street-involved persons in Kelowna with a small linked cluster in Penticton, and several cases in Salmon Arm. Interior Health’s TB Outbreak Management Team, in partnership with community organizations and the BC Centre for Disease Control have used numerous strategies to identify and treat new cases and to minimize the public health risk. Epidemiological and genomics (genetic fingerprinting) data demonstrate that the peak of the outbreak occurred in late 2010/early 2011. There is currently no evidence of ongoing transmission and incidence of new TB cases has returned to baseline (pre-outbreak) levels.
The Central Okanagan TB outbreak is declared over as of January 29, 2015. We expect to see sporadic new TB diagnoses connected to the outbreak in the coming years; early detection of these cases will be critical to preventing another outbreak. The CD Unit will disseminate further information about next steps as the outbreak response is de-escalated. Outbreaks of TB among homeless persons are strongly related to social determinants of health such as employment, income, safe housing, and access to health care. Preventing and controlling future outbreaks requires continued attention to these inequities through comprehensive policies and programs that aim to reduce health disparities in our community. On behalf of the Office of the Medical Health Officers, we thank each of you for your hard work and collaboration in controlling this outbreak and for your continued dedication to TB prevention and control. If you have any questions, please contact the Communicable Disease Unit at 1-866-778-7736 or by email [email protected].
To: CIHS Promotion & Prevention; Infection Control, Workplace Health & Safety, KGH Administrators, PRH Administrators, Senior Executive Team, CD Unit
From: Dr. Sue Pollock, Medical Health Officer & Medical Director, Communicable Disease
Date: February 4, 2015
RE: Central Okanagan TB Outbreak Declared Over
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STEPHEN GIRE ET AL. 99 EBOLA GENOMES
55 MUTATIONS 1 SUPER-SPREADER
SPREAD via funeral
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2009 SWINE FLU
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virological.org (@arambaut)
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@trvrb & @richardneher
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microreact.org @daanensen
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ASSOCIATED PRESS
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JUNE 2THE TWEET
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JUNE 2THE BLOG
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JUNETHE WIKI
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JUNETHE WIKI
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JULYA PAPER
“Our rapid open-source
analysis of an outbreak-
associated bacterial
pathogen was characterized
by a propitious confluence of
high-throughput genomics,
crowd-sourced analyses,
and a liberal approach to
data release”
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Bioinformatics opportunities - disease TRACKINGbridge the evolutionary-maths-bioinformatics gap leverage the power of information visualization
get on twitter!
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thanks Canada Research Chairs program & the Michael Smith Foundation for Health Research