Two recent articles Acromial stress fractures and reactions after reverse total shoulder arthroplasty: a case-control study and Risk Factors for Acromial and Scapular Fractures Following Reverse Shoulder Arthroplasty: A Meta-analysis of Over 100,000 Shoulders confirm that these fractures are among the most common, most serious and most difficult to treat complications of reverse total shoulder arthroplasty. We see that the rate of acromial / spine fractures is not decreasing and that with the increasing use of reverse total shoulder arthroplasty the number of patients experiencing these fractures each year will continue to rise rapidly, perhaps to as many as 25,000 per year globally.
Challenger (STS-51L, 1986) Cause: Failure of an O-ring seal in the right solid rocket booster. All seven astronauts died. Cold weather on launch day made the rubber O-rings brittle. Engineers had raised concerns about launching in freezing weather, but management overrode them under schedule pressure. Richard Feynman placed a piece of the O-ring material into a glass of ice water and showed that the rubber lost its elasticity at low temperatures, failing to spring back quickly. Counterfactual: had a cold-tested O-ring been used, the lives of the seven astronauts may have been spared.
Columbia (STS-107, 2003) Cause: A piece of foam insulation from the external tank broke off during launch, striking the left wing's leading edge, damaging its reinforced carbon-carbon panels. The crew module was destroyed on re-entry. All seven astronauts died. NASA had a history of foam shedding from the external tank before Columbia, but it was consistently downplayed. Counterfactual: had NASA addressed the prior foam insulation failures, the lives of the seven astronauts may have been spared.
B. Pose explicit counterfactuals
Example queries for each fracture case, for example in a specific case ask:
“If the superior screw had been omitted or shortened (inferior-only fixation), would fracture probability have dropped?”
“If the CAL had been preserved, would modeled spine strain have stayed below fatigue thresholds?”
“If humeral distalization (ΔAHD) had been 3–4 mm less, would the risk have decreased?”
Pair each patient with 2–4 closest non-fracture rTSA controls (same age/sex/diagnosis/cuff status, bone quality) and run a small within-case causal analysis (not just regression): what single change (if any) most reduces predicted risk for this patient?
C. Convert findings into micro-rules (“guardrails”).
Examples that fall straight out of current evidence:
Avoid outside-in or long superior screws when fixation allows; favor inferior-biased screw strategy.
Preserve the CAL unless there’s a compelling reason to release it.
Limit humeral distalization; scrutinize ΔAHD and inferior overhang.
Create a “spine-at-risk” checklist for osteoporotic, inflammatory arthritis, steroid-using, cuff-deficient, very low-BMI patients—flagging surgeon controlled variables that appear most influential on fracture risk in this group of patients..
D. As the library of cases grows: every 10–20 fracture cases, publish short, anonymized notes summarizing the modifiable factors that appearn to have the greatest preventable impact on fracture risk?
About our two example cases
Right-hand image (with a screw traversing the spine): the counterfactual (“no superior screw / shorter screw / inferior-only fixation”) is very plausible given where many fractures localize.
Left-hand image (debate over baseplate height/tilt, lateralization, distalization, tuberosity–acromion contact): literature does not consistently link most of these to fractures, with the notable exception of excess distalization. Capture ΔAHD, CAL status, and screw map; then test those counterfactuals first.
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Here are some videos that are of shoulder interest
Shoulder arthritis - what you need to know (see this link).
How to x-ray the shoulder (see this link).
The ream and run procedure (see this link).
The total shoulder arthroplasty (see this link).
The cuff tear arthropathy arthroplasty (see this link).
The reverse total shoulder arthroplasty (see this link).
The smooth and move procedure for irreparable rotator cuff tears (see this link)
Shoulder rehabilitation exercises (see this link).