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Use of the Electronic Medical Record and Clinical and Translational Science Award
Resources for Research Involving Biomarkers of Sepsis in Critically Ill
Neonates and Children
Use of the Electronic Medical Record and Clinical and Translational Science Award
Resources for Research Involving Biomarkers of Sepsis in Critically Ill
Neonates and Children
Justin E. Juskewitch1
Swati Prasad MBBS2
Joseph P. Grande MD, PhD3,4
Roshini Abraham PhD5
W. Charles Huskins MD, MSc2
Justin E. Juskewitch1
Swati Prasad MBBS2
Joseph P. Grande MD, PhD3,4
Roshini Abraham PhD5
W. Charles Huskins MD, MSc2
1Medical Scientist Training Program, Mayo Clinic, Rochester, MN2Department of Pediatric Infectious Disease, Mayo Clinic, Rochester, MN
3Department of Nephrology, Mayo Clinic, Rochester, MN4Department of Pathology and Laboratory Medicine, Mayo Clinic, Rochester, MN
5Department of Clinical Immunology, Mayo Clinic, Rochester, MN
I have documented that I have no relevant financial relationships
to disclose or COIs to resolve.
I have documented that my presentation will not involve
discussion of unapproved or off-label, experimental or investigational use.
SIRS = systemic inflammatory response syndrome
Management different for sepsis versus other forms of SIRS
Identifying infection requires microbial culture
1. 48 hours incubation time2. Volume and access issues
(neonates)
SIRS = systemic inflammatory response syndrome
Management different for sepsis versus other forms of SIRS
Identifying infection requires microbial culture
1. 48 hours incubation time2. Volume and access issues
(neonates)
Sepsis = SIRS + infectionSepsis = SIRS + infection
Critical Care Medicine (1992) 20: 864-874
Need: More rapid, low volume assayNeed: More rapid, low volume assay
Immune Signature for Infection?Immune Signature for Infection?New technologies allow for simultaneous measurement of
multiple immune markers1. Cell surface molecules (flow cytometry)2. Plasma cytokines (Luminex assay)
Advantages: 1. Multimarker panel vs. individual markers2. Low blood volume (1 – 2 cc total)3. Faster turnaround time
New technologies allow for simultaneous measurement of multiple immune markers1. Cell surface molecules (flow cytometry)2. Plasma cytokines (Luminex assay)
Advantages: 1. Multimarker panel vs. individual markers2. Low blood volume (1 – 2 cc total)3. Faster turnaround time
CD64, HLA-DR, CD163 on neutrophils and monocytesIL-1, IL-1ra, IL-2, IL-4, IL- 5, IL-6, IL-8, IL-10, IL-12 p40, IL-
12 p 70, TNF-, and INF-
Study ChallengesStudy Challenges
1. Sepsis episodes are acute, unpredictable events → prospective subject screening and enrollment
2. Lab tests to diagnose sepsis including blood cultures involve STAT orders (sepsis work-ups) → instantaneous notification and rapid study sample ordering
3. Biomarkers are labile → rapid collection, processing, and storage (< 1 hr)
1. Sepsis episodes are acute, unpredictable events → prospective subject screening and enrollment
2. Lab tests to diagnose sepsis including blood cultures involve STAT orders (sepsis work-ups) → instantaneous notification and rapid study sample ordering
3. Biomarkers are labile → rapid collection, processing, and storage (< 1 hr)
Study DesignStudy Design
Pediatric and Neonatal ICU Cohort
May 1, 2009
Collectadditional
study samples
Evaluate subject
eligibility
Obtain informed consent and
baseline samples
Clinically ordered sepsis work-up
for enrolled patient
Jan 31, 2011
Methods Data SetMethods Data Set
Pediatric and Neonatal ICU Cohort
July 1, 2009 Jan 31, 2011 Oct 15, 2009 May 1, 2009
369 admissions62 eligible23 enrolled
33 flow cytometry samples32 plasma cytokine samples
• 16 baseline samples• 9 sepsis work-up samples• 8 follow-up samples
Subject Screening & Enrollment Subject Screening & Enrollment
Subjects screened for eligibility using EMR
Approached for enrollment
Baseline study samples are arranged with next clinical draw
Need: Instantly accessible research database to house enrollment information and signed consent forms
Subjects screened for eligibility using EMR
Approached for enrollment
Baseline study samples are arranged with next clinical draw
Need: Instantly accessible research database to house enrollment information and signed consent forms
Screen & consent patients
Notification of sepsis work-up
Order study samples
Sample processing & storage
REDCap REDCap Developed by Vanderbilt CTSA;
hosted by Mayo CTSA Screen & consent patients
Notification of sepsis work-up
Order study samples
Sample processing & storage
REDCap REDCap
Online signed parental permission and assent forms for rapid access
(NIH regulations)
Screen & consent patients
Notification of sepsis work-up
Order study samples
Sample processing & storage
Sepsis Work-Up Study SamplesSepsis Work-Up Study Samples
Need: System to notify study staff of these orders quickly and consistently
Need: Rapid way to arrange study samples along with sepsis work-up
Need: System to notify study staff of these orders quickly and consistently
Need: Rapid way to arrange study samples along with sepsis work-up
Screen & consent patients
Notification of sepsis work-up
Order study samples
Sample processing & storage
0 10 20 30 40 50 60 70 80 90 100 110
Time between BC order and collection (minutes)
Median = 25 min(n = 9)
Study PagerStudy Pager
Paged when blood culture ordered in NICU and PICU
Paged when blood culture ordered in NICU and PICU
96% capture rate (107/112)
Screen & consent patients
Notification of sepsis work-up
Order study samples
Sample processing & storage
Electronic Study Sample OrderElectronic Study Sample Order
Clinical order for STAT blood culture
Directly into hospital order system Screen & consent patients
Notification of sepsis work-up
Order study samples
Sample processing & storage
Patient Information
Electronic Study Sample OrderElectronic Study Sample Order
Electronic order form for study samples
Screen & consent patients
Notification of sepsis work-up
Order study samples
Sample processing & storage
Electronic Study Sample OrderElectronic Study Sample Order
Electronic study sample order alongside STAT blood culture order
Screen & consent patients
Notification of sepsis work-up
Order study samples
Sample processing & storage
Patient Information
Processing & Storage of Study Samples
Processing & Storage of Study Samples
Analytical validation → labile markers (< 1 hr)
Refrigeration (flow cytometry)
Frozen plasma (cytokines)
Need: 24/7 rapid processing and storage of all research samples
Analytical validation → labile markers (< 1 hr)
Refrigeration (flow cytometry)
Frozen plasma (cytokines)
Need: 24/7 rapid processing and storage of all research samples
Screen & consent patients
Notification of sepsis work-up
Order study samples
Sample processing & storage
Mobile Clinical Research UnitMobile Clinical Research Unit
24/7 laboratory collection and
processing services at the
patient’s bedside
Screen & consent patients
Notification of sepsis work-up
Order study samples
Sample processing & storage
0
10
20
30
40
50
60
Tim
e be
twee
n S
ampl
e C
olle
ctio
n an
d S
tora
ge (
min
)
Flow cytometry Plasma cytokine
End ResultEnd Result
MaximumAcceptableProcessing
Time
Screen & consent patients
Notification of sepsis work-up
Order study samples
Sample processing & storage
(n = 33) (n = 32)
SummarySummary
EMR and CTSA resources addressed all study challenges 1. Acute, unpredictable clinical events2. STAT laboratory orders3. Labile biomarkers
Firsts at Mayo Clinic:1. Use of REDCap for electronic access to signed
study consent forms2. Use of research study pager tied directly into
EMR clinical orders3. Use of an inpatient study sample order in the
EMR
EMR and CTSA resources addressed all study challenges 1. Acute, unpredictable clinical events2. STAT laboratory orders3. Labile biomarkers
Firsts at Mayo Clinic:1. Use of REDCap for electronic access to signed
study consent forms2. Use of research study pager tied directly into
EMR clinical orders3. Use of an inpatient study sample order in the
EMR
Funding
NIH UL1RR024150
NIH F30DK084671
CTSA Child Health Research Fellow Award
Funding
NIH UL1RR024150
NIH F30DK084671
CTSA Child Health Research Fellow Award
AcknowledgementsAcknowledgements
Mayo Collaborators
Mayo CTSA REDCap StaffJoseph WickMichael Lin
Mayo Electronic Ordering StaffRachelle House Mark Foley Munawwar Khan
Mobile CRU StaffNancy HawleyDiane Swanson
Mayo Clinic NICU, PICU StaffSheri Crow, MDWilliam Carey, MDChristopher Colby, MD
Mayo Collaborators
Mayo CTSA REDCap StaffJoseph WickMichael Lin
Mayo Electronic Ordering StaffRachelle House Mark Foley Munawwar Khan
Mobile CRU StaffNancy HawleyDiane Swanson
Mayo Clinic NICU, PICU StaffSheri Crow, MDWilliam Carey, MDChristopher Colby, MD