81 pages at 16:9, one frame per page, all progressive reveals resolved. Use your browser's print dialog and choose Save as PDF, with margins set to none and background graphics enabled.
P.A.C.E. Continuing Education · Transfusion Medicine
Allan Dubon, MLS
MONDAY
THE ONE THAT ALMOST GOT AWAY.

THE ONE THAT ALMOST GOT AWAY.
MINE.
THE WEEK
MONDAY
WBC 58,000 /µL
TUESDAY
Cancer specialist
THURSDAY
Admitted to Huntsman Cancer Institute
WBC in the 70,000s /µL
“That one almost got away.”

BONE MARROW / FLOW CYTOMETRY
Interpretation
Consistent with B lymphoblastic leukemia/lymphoma
WHAT AM I MISSING?
GO WITH WHAT YOU KNOW.
When something doesn't fit,
go back to the last thing you KNOW is correct.
GO WITH WHAT YOU KNOW.
When something doesn't fit,
go back to the last thing you KNOW is correct.
THIS HOUR
INVESTIGATE
EVALUATE
CHALLENGE
HDFN / RhIG
“SHE REFUSED THE RhIG.”
CASE BACKGROUND
MOTHER
SEROLOGY
INFANT
WORK BACKWARD
WHAT THIS ESTABLISHES
SENSITIZATION
TRANSFER
PREVENTION
SUB-NOTE — SOURCE: Use of Rh Immune Globulin and Considerations in the Setting of Supply Shortages and Limited Availability AABB · Association Bulletin #24-02. 2024.
RhD ALLOIMMUNIZATION
Historical risk compared with appropriate RhIG prophylaxis.
SUB-NOTE — SOURCE: Use of Rh Immune Globulin and Considerations in the Setting of Supply Shortages and Limited Availability AABB · Association Bulletin #24-02. 2024.
ROUTINE DOESN'T MEAN UNIMPORTANT.
SEROLOGIC SURPRISES
WOULD YOU STOP HERE?
These are not exam questions. They are exercises in knowing when an investigation is complete.
CASE 1
Screen positive. Autocontrol negative.
CASE 1
| Cell | E | c | K | Fyᵃ | Jkᵃ | AHG |
|---|---|---|---|---|---|---|
| 1 | + | + | 0 | + | 0 | 2+ |
| 2 | 0 | + | + | 0 | + | 0 |
| 3 | + | + | 0 | 0 | + | 2+ |
| 4 | 0 | + | 0 | + | + | 0 |
| 5 | + | + | + | + | + | 2+ |
| 6 | 0 | + | 0 | 0 | 0 | 0 |
Reactivity tracks with E.
WOULD YOU STOP HERE?
CASE 1
| Cell | E | c | K | Fyᵃ | Jkᵃ | AHG |
|---|---|---|---|---|---|---|
| 1 | + | + | 0 | + | 0 | 2+ |
| 2 | 0 | + | + | 0 | + | 0 |
| 3 | + | + | 0 | 0 | + | 2+ |
| 4 | 0 | + | 0 | + | + | 0 |
| 5 | + | + | + | + | + | 2+ |
| 6 | 0 | + | 0 | 0 | 0 | 0 |
Reactivity tracks with E.
WOULD YOU STOP HERE?
CASE 1 · ANTI-E
KNOW / THINK / NEEDKNOW
THINK
NEED
PREMATURE CLOSURE
CASE 2 · KIDD
| Cell | Jkᵃ phenotype | AHG |
|---|---|---|
| 1 | Jk(a+b−) | 2+ |
| 2 | Jk(a+b+) | 0 |
| 3 | Jk(a+b−) | 2+ |
| 4 | Jk(a−b+) | 0 |
| 5 | Jk(a+b+) | w+ |
| 6 | Jk(a−b+) | 0 |
Stronger reactions with homozygous antigen expression.
Weak or nonreactive heterozygous cells.
WHAT DO YOU NOTICE?
HISTORY
anti-Jkᵃ identified 4 years earlier
GO WITH WHAT YOU KNOW.
“Sometimes the most important result in today's workup was performed four years ago.”
THE HISTORY ALMOST GOT AWAY.
HISTORY
anti-Jkᵃ identified 4 years earlier
GO WITH WHAT YOU KNOW.
“Sometimes the most important result in today's workup was performed four years ago.”
THE HISTORY ALMOST GOT AWAY.
CASE 3 · WARM AUTOANTIBODY
WHAT DO YOU WANT NEXT?
CASE 3 · WARM AUTOANTIBODY
WARM AUTOANTIBODY? ARE WE DONE?
CASE 3 · WARM AUTOANTIBODY
KNOW / THINK / NEEDKNOW
THINK
NEED
Warm autoantibodies can mask clinically significant underlying alloantibodies.
Depending on history, urgency, testing capability, phenotype/genotype and facility processes, additional investigation may be necessary.
Possible tools: phenotype/genotype · adsorption · eluate · reference laboratory investigation.
SUB-NOTE — SOURCE: Johnson ST et al. Evaluating patients with autoimmune hemolytic anemia in the transfusion service and immunohematology reference laboratory: pretransfusion testing challenges and best transfusion-management strategies Hematology Am Soc Hematol Educ Program. 2022;2022(1):96–104. 2022. doi:10.1182/hematology.2022000406
“LEAST INCOMPATIBLE”
IS THAT ACTUALLY WHAT WE'RE LOOKING FOR?
SUB-NOTE — SOURCE: Johnson ST et al. Evaluating patients with autoimmune hemolytic anemia in the transfusion service and immunohematology reference laboratory: pretransfusion testing challenges and best transfusion-management strategies Hematology Am Soc Hematol Educ Program. 2022;2022(1):96–104. 2022. doi:10.1182/hematology.2022000406
FOCUS INSTEAD ON
“The way I learned to say this isn't necessarily the way we should say it today.”
SUB-NOTE — SOURCE: Johnson ST et al. Evaluating patients with autoimmune hemolytic anemia in the transfusion service and immunohematology reference laboratory: pretransfusion testing challenges and best transfusion-management strategies Hematology Am Soc Hematol Educ Program. 2022;2022(1):96–104. 2022. doi:10.1182/hematology.2022000406
WHAT ALMOST GOT AWAY?
ANTI-E
What almost got away?
KIDD
What almost got away?
WARM AUTO
What almost got away?
WHAT AM I MISSING?
GO WITH WHAT YOU KNOW.
MASSIVE TRANSFUSION PROTOCOL ACTIVATED
PROCESS SURPRISES
Level I trauma · Active hemorrhage · No completed type and screen · Reliable history unavailable
B. Initiate the facility’s emergency-release/MTP process while compatibility testing continues concurrently.
PROCESS SURPRISES
Level I trauma · Active hemorrhage · No completed type and screen · Reliable history unavailable
B. Initiate the facility’s emergency-release/MTP process while compatibility testing continues concurrently.
EMERGENCY RELEASE IS A PROCESS.
NOT THE ABSENCE OF ONE.
SPEED DOESN'T REPLACE PROCESS.
GOOD PROCESS CREATES SAFE SPEED.
CLINICAL TEAM
TRANSFUSION SERVICE
COMMUNICATION
“THE PATIENT IS GOING TO DIE, AND IT'S GOING TO BE YOUR FAULT.”
THEY WERE LOOKING AT A DYING HUMAN BEING.
I WAS LOOKING AT IDENTITY, COMPATIBILITY, TESTING, AND AVAILABLE PRODUCTS.
THE SAFEST ANSWER REQUIRED BOTH OF US.
UNLABELED SPECIMEN
WHOSE BLOOD IS THIS?
Once an unlabeled specimen leaves the patient's side, the laboratory cannot scientifically reconstruct patient identity from the blood inside it.
THE RESULT CAN BE PERFECTLY ACCURATE
AND STILL BELONG TO THE WRONG PATIENT.
“IT'S JUST AN ARMBAND.”
At my former facility, a dedicated blood-bank identification band was part of the transfusion identification process.
IDENTITY ISN'T ADMINISTRATIVE.
IT IS PART OF COMPATIBILITY.
THE TWO SIDES OF HURRY
CLINICAL TEAM HEARS
“The blood bank is delaying blood.”
BLOOD BANK HEARS
“Skip the safety steps.”
BOTH SIDES NEED A DIFFERENT QUESTION.
WHAT CAN SAFELY HAPPEN RIGHT NOW?
What still needs to happen next?
PROCESS
MTP
SPECIMEN
COMMUNICATION
NONE OF THESE ARE ANTIBODIES.
ALL OF THEM CAN HURT A PATIENT.
A 2026 NEWS REPORT
PARENTS CLAIM 3-MONTH-OLD GOT WRONG BLOOD TRANSFUSION AT HOSPITAL
WLBT / Gray Media / WXIX · August 6, 2026
SUB-NOTE — SOURCE: Brooklyn Andres · WXIX/Gray News via WLBT. et al. Parents claim 3-month-old got wrong blood transfusion at hospital WLBT. 2026.
“By the time staff intervened, the Gilberts say Emmie had already received 12 milliliters of O-negative blood. She should have received Kell-positive blood, according to the parents.”
WHAT’S WRONG WITH THIS STORY?
SUB-NOTE — SOURCE: Brooklyn Andres · WXIX/Gray News via WLBT. et al. Parents claim 3-month-old got wrong blood transfusion at hospital WLBT. 2026.
“By the time staff intervened, the Gilberts say Emmie had already received 12 milliliters of O-negative blood. She should have received Kell-positive blood, according to the parents.”
WHAT’S WRONG WITH THIS STORY?
SUB-NOTE — SOURCE: Brooklyn Andres · WXIX/Gray News via WLBT. et al. Parents claim 3-month-old got wrong blood transfusion at hospital WLBT. 2026.
WHAT WE WERE TOLD
THE REPORT
THE CLAIMS
SUB-NOTE — SOURCE: Brooklyn Andres · WXIX/Gray News via WLBT. et al. Parents claim 3-month-old got wrong blood transfusion at hospital WLBT. 2026.
DO WE ACTUALLY KNOW WHAT HAPPENED?
WHAT WE DON’T KNOW
CLINICAL CONTEXT
PROCESS AND LANGUAGE
WE DO NOT HAVE ENOUGH INFORMATION.
SUB-NOTE — SOURCE: Brooklyn Andres · WXIX/Gray News via WLBT. et al. Parents claim 3-month-old got wrong blood transfusion at hospital WLBT. 2026.
WHAT WE DO KNOW
O NEGATIVE ≠ K NEGATIVE
O-negative tells us: ABO group O · RhD-negative
It does NOT tell us the donor unit’s K antigen status.
MAYBE THERE WAS ANTI-K.
MAYBE SOMEBODY MEANT K-NEGATIVE.
MAYBE “UNSCREENED” MEANT ANTIGEN STATUS HAD NOT BEEN CONFIRMED.
MAYBE IT WAS EMERGENCY RELEASE.
MAYBE IS NOT DATA.
KEEP THE CATEGORIES SEPARATE
REPORTED
ESTABLISHED
ASSUMED
When a story does not make sense, do not repair the missing clinical story in your own head.
GO WITH WHAT YOU KNOW.
WHAT IF THE THING THAT DOESN'T FIT...
IS THE EVIDENCE?
JAMA
2023
Co-author: Allan Dubon, MLS
View publication
JAMA
2025
Co-author: Allan Dubon, MLS
View publication
Annals of Internal Medicine
2025
Co-author: Allan Dubon, MLS
View publication
HEMODYNAMICALLY STABLE ADULT
TRANSFUSE?
2023 AABB RBC GUIDELINE
For most hemodynamically stable hospitalized adults, the guideline recommends a restrictive transfusion strategy, considering RBC transfusion when hemoglobin is below 7 g/dL.
AT 8.4 g/dL:
THE GUIDELINE THRESHOLD ALONE WOULD NOT INDICATE RBC TRANSFUSION.
SUB-NOTE — SOURCE: Carson JL et al. Red Blood Cell Transfusion: 2023 AABB International Guidelines JAMA. 2023. doi:10.1001/jama.2023.12914 Co-author: Allan Dubon, MLS.
ACUTE MYOCARDIAL INFARCTION
NOW?
The number did not change. Only the clinical context changed.
2025 AABB AMI GUIDELINE
For hospitalized patients with acute myocardial infarction, the panel suggests a liberal RBC transfusion strategy when hemoglobin is below 10 g/dL.
Conditional recommendation · Low-certainty evidence
AT 8.4 g/dL:
THIS PATIENT FALLS WITHIN THE RANGE WHERE THE AMI GUIDELINE SUGGESTS A LIBERAL TRANSFUSION STRATEGY.
SUB-NOTE — SOURCE: Pagano MB et al. Red Cell Transfusion in Acute Myocardial Infarction: AABB International Clinical Practice Guidelines Annals of Internal Medicine. 2025. doi:10.7326/ANNALS-25-00706 Co-author: Allan Dubon, MLS.
SAME VALUE · DIFFERENT POPULATION
HEMODYNAMICALLY STABLE HOSPITALIZED ADULT
Hb 8.4 g/dL
ACUTE MYOCARDIAL INFARCTION
Hb 8.4 g/dL
SAME HEMOGLOBIN.
DIFFERENT CLINICAL CONTEXT.
SUB-NOTE — SOURCE: Carson JL et al. Red Blood Cell Transfusion: 2023 AABB International Guidelines JAMA. 2023. doi:10.1001/jama.2023.12914 Co-author: Allan Dubon, MLS.
SUB-NOTE — SOURCE: Pagano MB et al. Red Cell Transfusion in Acute Myocardial Infarction: AABB International Clinical Practice Guidelines Annals of Internal Medicine. 2025. doi:10.7326/ANNALS-25-00706 Co-author: Allan Dubon, MLS.
THE NUMBER DIDN'T CHANGE.
THE PATIENT DID.
SUB-NOTE — SOURCE: Carson JL et al. Red Blood Cell Transfusion: 2023 AABB International Guidelines JAMA. 2023. doi:10.1001/jama.2023.12914 Co-author: Allan Dubon, MLS.
SUB-NOTE — SOURCE: Pagano MB et al. Red Cell Transfusion in Acute Myocardial Infarction: AABB International Clinical Practice Guidelines Annals of Internal Medicine. 2025. doi:10.7326/ANNALS-25-00706 Co-author: Allan Dubon, MLS.
SO WHAT IS THE TRANSFUSION THRESHOLD?
THAT'S THE WRONG QUESTION.
FOR WHOM?
IN WHAT CLINICAL CONTEXT?
BASED ON WHAT EVIDENCE?
GUIDELINE PROCESS
EVIDENCE DOESN’T INTERPRET ITSELF.
A RECOMMENDATION IS NOT JUST A NUMBER.
The 2023 recommendation was built for general hospitalized adults. The 2025 recommendation was built for patients with acute myocardial infarction — a different population, a different body of evidence, and a different certainty.
THE NUMBER IS DATA.
THE CONTEXT GIVES IT MEANING.
GO WITH WHAT YOU KNOW.
Know the population.
Know the recommendation.
Know the certainty.
Know the patient in front of you.
THE SAME REASONING, AGAIN
DATA / INTERPRETATION / RECOMMENDATIONDATA
INTERPRETATION
RECOMMENDATION
Scientists distinguish observation from interpretation.
PLATELETS · SCHEDULED FOR LUMBAR PUNCTURE
TRANSFUSE?
2025 AABB / ICTMG GUIDELINE
Lumbar puncture
Strong recommendation
High/moderate-certainty evidence
AT 18,000 /µL:
YES — THE GUIDELINE RECOMMENDS PROPHYLACTIC PLATELET TRANSFUSION.
SUB-NOTE — SOURCE: Metcalf RA et al. Platelet Transfusion: 2025 AABB and ICTMG International Clinical Practice Guidelines JAMA. 2025. doi:10.1001/jama.2025.7529 Co-author: Allan Dubon, MLS.
SAME PATIENT · SAME PROCEDURE
NOW?
SAME PATIENT · SAME PROCEDURE
THE GUIDELINE THRESHOLD ALONE WOULD NOT INDICATE PROPHYLACTIC TRANSFUSION.
BUT THAT IS NOT THE REAL LESSON.
THE REAL QUESTION IS NOT:
“WHAT IS THE PLATELET THRESHOLD?”
SUB-NOTE — SOURCE: Metcalf RA et al. Platelet Transfusion: 2025 AABB and ICTMG International Clinical Practice Guidelines JAMA. 2025. doi:10.1001/jama.2025.7529 Co-author: Allan Dubon, MLS.
2025 AABB / ICTMG GUIDELINE
NONBLEEDING CHEMOTHERAPY / ALLOGENEIC STEM CELL TRANSPLANT
<10 × 10³/µL
Strong recommendation
CENTRAL VENOUS CATHETER — COMPRESSIBLE SITE
<10 × 10³/µL
Conditional recommendation
LUMBAR PUNCTURE
<20 × 10³/µL
Strong recommendation
HIGH RISK INTERVENTIONAL RADIOLOGY
<50 × 10³/µL
Conditional recommendation
MAJOR NONNEURAXIAL SURGERY
<50 × 10³/µL
Conditional recommendation
SUB-NOTE — SOURCE: Metcalf RA et al. Platelet Transfusion: 2025 AABB and ICTMG International Clinical Practice Guidelines JAMA. 2025. doi:10.1001/jama.2025.7529 Co-author: Allan Dubon, MLS.
SO WHAT'S THE PLATELET THRESHOLD?
THAT'S THE WRONG QUESTION.
THRESHOLD FOR WHOM?
DOING WHAT?
AND WHY?
SO WHAT'S THE PLATELET THRESHOLD?
THAT'S THE WRONG QUESTION.
THRESHOLD FOR WHOM?
DOING WHAT?
AND WHY?
THE NUMBER IS A TOOL.
THE PATIENT PROVIDES THE CONTEXT.
GO WITH WHAT YOU KNOW.
Know the recommendation.
Know the procedure.
Know the patient.
Know what the evidence actually applies to.
THE SAME QUESTION ALL DAY
ANTIBODY PANEL
EMERGENCY RELEASE
NEWS STORY
GUIDELINE
DON'T LET THE FIRST ANSWER END THE INVESTIGATION.
DO I KNOW ENOUGH YET?
PERSONAL CLOSING
THE PATIENT BEHIND THE TUBE
“I'd spent my career understanding transfusion as a laboratorian. Then I became the patient.”


A LIFE IN TWO FRAMES
MY BROTHER.


A LIFE IN TWO FRAMES
MY DONOR.
I wouldn’t be standing here without him.
THE TUBE ISN'T THE PATIENT.
THE NUMBER ISN'T THE PATIENT.
THE GUIDELINE ISN'T THE PATIENT.
They're tools we use to take care of one.
MONDAY
WHAT IF SHE HAD ONLY ORDERED THE H&H?
WHAT AM I MISSING?
GO WITH WHAT YOU KNOW.
When something doesn't fit,
go back to the last thing you KNOW is correct.
GO WITH WHAT YOU KNOW.
When something doesn't fit,
go back to the last thing you KNOW is correct.
THE BEST BLOOD BANKERS AREN'T THE PEOPLE
WHO NEVER GET SURPRISED.
THEY'RE THE PEOPLE WHO KNOW WHAT TO DO
WHEN THEY ARE.
WHAT ALMOST GOT AWAY FROM YOU?
A result that didn't fit.
A history that changed everything.
A process that failed.
A case you still remember.