GIS: Integrating, Analyzing and Automating It's Easier Than You Think.
4 SMantie It is Easier Than you Think 4 5 13 - · PDF file“It’s Easier Than you...
Transcript of 4 SMantie It is Easier Than you Think 4 5 13 - · PDF file“It’s Easier Than you...
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Implementation of our New Hematology Platform
( 9 HST Lines - 9 Facilities - 9 Month)
“It’s Easier Than you Think – How to Implement the Advanced Clinical
Parameters
Outline The Organization
Banner Health System/LSA/SQL My role
System Technical Specialist for Hematology Our Selection Process
Team members to include LIS Hematopathologist/Medical Director’s involvement Six Sigma (DAMIC) approach
Pre- Implementation process Implementation process Grass Roots to Implement New Parameters Support Team Looking ahead Questions
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Banner Health System (BHS) Is the largest non profit health care system in the country
serving patients across 7 states.22 hospitals6 long term care centersFamily ClinicsHome care servicesMedical Equipment services
Banner Health Arizona
Virtual Middleware
9 Hospitals
LIS
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On the Map
5 miles
62 miles
16 miles
18 miles
22 miles
Laboratory Sciences of ArizonaSonora Quest Laboratory (LSA/SQL)
LSA/SQL was formed by an integration of Banner Health and Sonora Quest Laboratories.
51% owned by Banner Health
49% owned by Quest Diagnostics
LSA manages Banner Health Laboratories in AZ.
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LSA/SQL Arizona Integrated Laboratory Network
Partnership
Vendor
LSA/SQL & BHS
Medical Directors
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Our Selection Process
Vendor
Team Members
Medical DirectorsLIS
Clinical Support
Our Goals Increase Hematology Productivity
Improve Process through “automation” Develop LEAN layout and reduce non value added tasks
Validate new instrumentation & “new technology” Minimize false positive flagging (decrease scan/mdiff) Reliability and accuracy Automated Digital Cell Reader (DM96)
Implement Middleware Solutions Standardize rules Implement system wide auto-verification
Improve Patient Care (VOC) New Parameters – FDA cleared Maintain/Improve TAT for ED and Non ED patients
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Implementation Timeline for 2011
July Install virtual server Learn new instrumentation/parameters
August Get approval for new parameters from Medical Directors
September
October LIS
November Validation / Training
December Implementation (3 sites before Dec. 24)
Physician/Nursing Training
Implementation Timeline for 2012 January BIMC February BDMC March CAP Inspection
April BTMCBEMC
May/June BBMCBGSMC
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So What was the Approach?
1. Pre-Implementation Process
Learn
Approve
Achieve
• Validation Requirements
• New Parameters
• Medical Directors
• Implementation• In-service /
training
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Scope of the Project
New instrumentation / MiddlewareHST Standalone XE5000/ XS1000 Technical Team CellaVision DM96 WAM
New Parameters (All FDA cleared)Automated NRBC’sImmature Granulocytes (IG%, IG#) Med. DirectorsImmature Platelet Fraction (IPF) Patient caregivers Reticulocyte Hemoglobin Content (RET-He) Clinical RDW-SD Support
Learning Clinical Impact
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Immature Granulocytes
Clinical Usage: Possibly incorporate into “Sepsis Protocol” Rapid indication of “left shift” and or bone marrow disease Possible inflammation response Replace I/T Ratio and Bands
Which Patient Groups? All patients
Manual Differential vs. IG%
WOW – Instrument counts > 32,000 cells
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Another Selling Tool for IG%
Immature Platelet Fraction (IPF)
Clinical Usage: Helps determine if thrombocytopenia is due to consumption or decreased production.
Potential utilization in HIT (Heparin Induced Thrombocytopenia) patients
Plts IPF = Production disorderImprove Platelet Utilization
Plts IPF= Destruction mechanism and Patient Outcome
Which Population:All patients
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Reticulocyte Hemoglobin content (RET-He)
RET-HeRBC hemoglobinization
Clinical Usage: Early indicator of iron deficiency Helps monitor iron therapy. (30% are non-responders – 3 day window)Monitor drug therapy in pharmacy. E.g. Erythropoietin Stimulating Agent (ESA) therapy.
Which Patients?:ER patients Chemo patients Surgical patientsPre op GeriatricOBGYN Pediatric
Immature Retic Fraction (IRF)
Clinical Usage:Indication of bone marrow response to decrease RBC in circulation.
Which Patients:Oncology Pre-opsGeriatric OBGYNPediatric
Added Bonus: Possible decrease in RBC transfusions
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NRBC- Automated
Clinical Usage:1. Mortality predictor2. Bone marrow recovery3. Correct WBC counts4. One NRBC’s in circulation Which patient groups?:ICUOncologyBabies < 30 daysOther patients
Axel Stachon’s Research paper – “The routine analysis of NRBCs in blood is of high prognostic power with regard to mortality of critically ill patients”.
Seeking Medical Director Approval Site visits - Medical Director’s Prepared a power point presentation explaining new
parameters and added to August Medical Director’s meeting agenda.
Emailed all Medical Director’s a summary report for review and voting.
Emailed all “White Papers/Reference Material” Scheduled an additional in-service by Clinical Support Team
for September’s meeting. Special site visits by TIS/Clinical Support Team with site
Medical Directors
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Medical Director’s Questions / Concerns
What is our training plan for Medical Staff and Lab?Laboratory Memo Interpretative messagesSBARLab FactsFlyers/Memo’s In-servicesClinical Rounds Support during week of “go live”.Facilitate Med. Exec. Committee’ meetings as requested and or
different physician groups
Next Steps…………
Medical Directors
Identified “Key” patient caregivers
Approved!
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Education……
Key Nursing Director – Nursing Training We Developed S B A R for the System
S = Situation B= Background A=Action R= Recommendation
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From one of our Medical Director
Medical Director’s Advertising Talent
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Laboratory Memo
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Interpretative Messages
IG %Immature granulocytes (promyelocytes, myelocytes, metamyelocytes) > 1.0% indicates that a left shift is present. BANDS are included in the
automated neutrophil count and not in the immature granulocyte count.
IPF %Low PLT + low IPF suggests a bone marrow production disorder.
Low PLT + high IPF suggests peripheral destruction (e.g. ITP, TTP, HIT, DIC, autoimmune) or bone marrow recovery. Trending of serial IPF measurements is recommended when evaluating for bone marrow response.
Interpretative Messages
RET-HeRET-He (for Adults)
The RET-He threshold for defining iron deficiency in adults is < 29 pg. (KDOQI Guideline Changes).
RET-He (pediatrics)Less than 27.5 pg is indicative of iron deficiency.
IRFValues above normal range indicates an increase in RBC cellular response from bone marrow.
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Grass Roots to Implement Our New Platform
Choose “main site” Validate 220 samples which included the IG, IPF, IRF, RET-He,
NRBC (automated), RDW-SD and MPV Perform 200 manual differential on each sample Validate DM96 with 200 cell differential on all 220 samples
Round Robin Validation for all other sites10 normal males 10 normal females Identified Instrument #51120 abnormal samples
Validated Reference Ranges
RDW-SD 36.0 – 55.0 fL MPV 11.7 – 14.4 fL IG% 0.0 – 1.0 % IG# 0.0 – 0.1x 109/uL Retic # 0.0 – 150.0 k/uL IRF 2.5 – 16.0 % IPF 1.1 – 7.1% RET-HE 0 – 3 yrs 27.5 – 35.5 %
4 – 140 yrs 29.1 – 37.1%
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Custom WAM Rules Pre-flexed rules
1. Location: ICU, ONCO NRBC’s2. Age: < 30 days
Reflex rules1. Hgb < 9.0 & MCV < 78 & no Hgb w/in 30 days – RET-He
2. NRBC? – automated NRBC’s3. PLTC < 30,000 – IPF *4. PLTC < 50,000 – IPF ( All sites as of December 2012).
Note: IG% reported with CBC with Autodiff.
Support Team LSA/BHS Staff
LIS
Medical Directors
BHS Nursing Directors
BHS CMO’s
Sysmex Clinical Support Team
Sysmex Technical Team
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Achievements We were able to standardized the following:Lab Memo SBARWAM rulesAuto-validationWorkflowProceduresTraining / competencyMaintenance logsPathology ReviewsReference Range Interpretative messagesReport ACP with interpretative messages
Six Sigma System Project
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Control Phase
Interface Problems
Workflow
Instrument/WAM Delays
UCL
10.30
CL
7.82
LCL
5.33
4.50
5.50
6.50
7.50
8.50
9.50
10.50
11.50
12.50
Jan-12 Feb-12 Mar-12 Apr-12 May-12 Jun-12 Jul-12 Aug-12 Sep-12 Oct-12 12-Nov 12-Dec 13-Jan
Ave
rag
e M
inu
tes
Month
CBC Monthly Average Minutes 2012 to 2013BBWMC
Looking Ahead Studies in Progress Determine IG% cut off for sepsis RET-He for reduction in RBC utilization IPF for reduction in PLT utilization Evaluate the removal of mandatory manual differential for < 1
year olds. Test utilization for CBC in 24 hours Pharmacy RET-He (EPO/Oral vs. IV Iron Therapy)
IPF (HIT – Heparin vs. Levenox)
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Approved and in Progress: CORE Program at BDWMC Incorporation of RETIC Comprehensive (RETICC)
Hip Fracture Joint Certification at BBMC * Incorporation of RETICC
ER admissions at BBMC Incorporation of RETICC
* BBMC received Joint Commission Accreditation in March 2013!
Coding for Iron Deficiency
Definition ICD-10 The International Classification of Disease tenth revision (ICD-10) is a system of coding
created by the World Health Organization that notes various medical records including diseases, symptoms, abnormal findings and external causes of injury.
The ICD-10 was created in 1992 as the successor to the previous ICD-9 system. In the United States, an official use of the ICD-10 system will begin on October 1st, 2013. It will be split into two systems: ICD-10-CM (clinical modification) for diagnostic coding and ICD-10-PCS (procedure coding system) for inpatient hospital procedure coding
ICD-10-CM for Iron Deficiency is E61.1
ICD-10-CM for Iron Deficiency Anemia: D50.0 Iron Deficiency Anemia Secondary to Blood Loss (Chronic) D50.9 Iron Deficiency Anemia Unspecified D50.8 Other Iron Deficiency Anemias
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Clinical Impact - IG
Infection or Steroids?
Baby Study to Remove Bands / ITR
• The band count is not sensitive enough to predict sepsis,• Pediatric Literature: I/T Ratio of < 0.2 has a high negative predictive value
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Questions