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Improved HIV Diagnostic Report Turnaround Time Using the HIV Algorithm Workflow System (HAWS) Erin Goecker, MS, MB(ASCP) CM Retrovirology Laboratory, Department of Laboratory Medicine University of Washington, Seattle, WA 1 Conflict of interest: None
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Improved HIV Diagnostic Report Turnaround Time Using the ...

Mar 17, 2022

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Page 1: Improved HIV Diagnostic Report Turnaround Time Using the ...

Improved HIV Diagnostic Report Turnaround Time Using the

HIV Algorithm Workflow System (HAWS)

Erin Goecker, MS, MB(ASCP)CM

Retrovirology Laboratory, Department of Laboratory MedicineUniversity of Washington, Seattle, WA

1Conflict of interest: None

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University of Washington Retrovirology Laboratory

HIV diagnostic testing laboratory at Harborview Medical CenterSeattle, Washington

Virology Specialty Laboratory for the AIDS Clinical Trials Group

Diagnostic testing laboratory for the HIV Vaccine Trials Network (HVTN)~ 500 clinical trial participants are tested per week

~ 30 clinics world wide

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What is the need?

• HIV infection detection• Vaccine Induced Sero-reactivity/positivity (VISR/VISP)• Pre Exposure Prophylaxis (PrEP) use among participants• Compliance with protocol-specific testing algorithms• Interpretation of algorithm test results in the context of study product• Individual infection status reports to research sites (blinded and unblinded)• Data tracking and audit readiness

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What is the need?

• HIV infection detection• Vaccine Induced Sero-reactivity/positivity (VISR/VISP)• Pre Exposure Prophylaxis (PrEP) use among participants• Compliance with protocol-specific testing algorithms• Interpretation of algorithm test results in the context of study product• Individual infection status reports to research sites (blinded and unblinded)• Data tracking and audit readiness

• Turnaround time (TAT)!

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HIV Algorithm Workflow System (HAWS)

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HIV Algorithm Workflow System (HAWS)

• Developed by Frontier Science Foundation (FSTRF) in 2009• Laboratory Data Management System (LDMS)• LDMS and HAWS are validated, Title 21 CFR Part 11 compliant systems

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HIV Algorithm Workflow System (HAWS)

• Developed by Frontier Science Foundation (FSTRF) in 2009• Laboratory Data Management System (LDMS)• LDMS and HAWS are validated, Title 21 CFR Part 11 compliant systems

• Developed for the HIV Vaccine Trials Network (HVTN)• Adapted from the Test Tracker system

• A UW-Statistical Center for HIV/AIDS Research and Prevention (SCHARP) collaboration• Vaccine and Antibody Mediated Prevention Studies• Four HVTN laboratories around the world

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Page 8: Improved HIV Diagnostic Report Turnaround Time Using the ...

HIV Algorithm Workflow System (HAWS)

• Developed by Frontier Science Foundation (FSTRF) in 2009• Laboratory Data Management System (LDMS)• LDMS and HAWS are validated, Title 21 CFR Part 11 compliant systems

• Developed for the HIV Vaccine Trials Network (HVTN)• Adapted from the Test Tracker system

• A UW-Statistical Center for HIV/AIDS Research and Prevention (SCHARP) collaboration• Vaccine and Antibody Mediated Prevention Studies • Four HVTN laboratories around the world

• HAWS provides:• Defined HIV diagnostic testing algorithms• Data management system• Individual infection status reports 8

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1. LDMS shipment import and aliquot storage

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1. LDMS shipment import and aliquot storage

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1. LDMS shipment import and aliquot storage

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e.g. Group, PID, Protocol, Visit, Visit unit, Clinic, Specimen date, Specimen time, Import/Received date

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1. LDMS shipment import and aliquot storage

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Visit type LDMS visit code

Aliquot storage HAWS Auto-orders

Routine VST 1 PLA → VTN AB2 PLA → VTN Store

HIV-1/2 Ag/Ab Combo

Recent Exposure/Acute Infection

EXP 1 PLA → VTN AB1 PLA → VTN RNA1 PLA → VTN Store

HIV-1/2 Ag/Ab ComboHIV-1 RNA

Evaluation of Sero-reactivity EOS 1 PLA → VTN AB2 PLA → VTN Store

HIV-1/2 Ag/Ab Combo (mfr. # 1)HIV-1/2 Ag/Ab Combo (mfr. # 2)HIV-1/2 Ag/Ab Combo (mfr. # 3)

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1. LDMS shipment import and aliquot storage

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Visit type LDMS visit code

Aliquot storage HAWS Auto-orders

Routine VST 1 PLA → VTN AB2 PLA → VTN Store

HIV-1/2 Ag/Ab Combo

Recent Exposure/Acute Infection

EXP 1 PLA → VTN AB1 PLA → VTN RNA1 PLA → VTN Store

HIV-1/2 Ag/Ab ComboHIV-1 RNA

Evaluation of Sero-reactivity EOS 1 PLA → VTN AB2 PLA → VTN Store

HIV-1/2 Ag/Ab Combo (mfr. # 1)HIV-1/2 Ag/Ab Combo (mfr. # 2)HIV-1/2 Ag/Ab Combo (mfr. # 3)

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1. LDMS shipment import and aliquot storage

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Visit type LDMS visit code

Aliquot storage HAWS Auto-orders

Routine VST 1 PLA → VTN AB2 PLA → VTN Store

HIV-1/2 Ag/Ab Combo

Recent Exposure/Acute Infection

EXP 1 PLA → VTN AB1 PLA → VTN RNA1 PLA → VTN Store

HIV-1/2 Ag/Ab ComboHIV-1 RNA

Evaluation of Sero-reactivity EOS 1 PLA → VTN AB2 PLA → VTN Store

HIV-1/2 Ag/Ab Combo (mfr. # 1)HIV-1/2 Ag/Ab Combo (mfr. # 2)HIV-1/2 Ag/Ab Combo (mfr. # 3)

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1. LDMS shipment import and aliquot storage

VTN AB Box #1031 VTN RNA Box #245 VTN Store Box #962

• X

• X

X = next available spot in the storage box

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X

X

X

1

9A I

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2. Start workflows in HAWS

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HAWS tracks theindividualperformingeach step

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2. Start workflows in HAWS

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2. Start workflows in HAWS

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2. Start workflows in HAWS

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3. Start test runs

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3. Start test runs

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3. Start test runs

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3. Start test runs

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3. Start test runs

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VTN AB Box # 10311

9A I

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4. Input of test results

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4. Input of test results

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4. Input of test results

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New testsordered

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4. Input of test results

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5. Algorithm interpretation and summary

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5. Algorithm interpretation and summary

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6. Infection status report - Blinded

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6. Infection status report - Unblinded

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Data export

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• Individual algorithm results may be exported for evaluation by a protocol specific adjudicator to confirm appropriate interpretation

• Cumulative data export files are generated for SCHARP

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Improved Turnaround Time with HAWS

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• HAWS has multiple turnaround time (TAT) tracking report options allowing the lab to monitor performance

• Turnaround time varies with the visit type

• Using HAWS, the UW is able to test hundreds of samples per week • >95% of routine visits reported in 1 day• >95% of recent exposure visits reported in 2 days

• Typical TAT for more complicated algorithms is 3 days

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Looking to the future of HAWS

1. Multiple networks to use and influence development of HAWS

2. Local administrators to define testing algorithms within HAWS

3. Interact and retrieve data from cloud based/web programs• e.g. Web LDMS

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Potential Future Uses

1. Fiebig staging of new HIV infections

2. HIV diagnostic testing

3. HIV diagnostic testing for other networks, working in conjunction with LDMS for comprehensive specimen management

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AcknowledgementsHVTN Lab Operations Staff UW Retrovirology StaffJohn Hural, PhD * Glenda DazaMichael Stirewalt * Joan DragavonNicole Espy, PhD Socorro Harb

Carol GallardoFSTRF Staff Leica BatinganHoward Gutzman Pax OrtegaJesse Smith Corey ScherrerAlex Benns Emily Degli-Angeli

Linda DengKenneth DixonLinda Robbins

Thanks to our clinical trial participants! Robert Coombs, MD, PhD

UM1AI068618 LC: HIV Vaccine Trials Network.PI: Margaret Juliana McElrath, MD, PhD

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