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Recalibrated SOFA 2.0 score shows stepwise mortality association in heat stroke cohortA Better Score for Predicting Who Survives Heat Stroke

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Key Takeaway
Interpret recalibrated SOFA 2.0 score findings in heat stroke as preliminary, requiring validation.

A multicenter retrospective cohort study analyzed 292 patients admitted with a first diagnosis of heat stroke at two tertiary hospitals in China between 2013 and 2023. The study compared the prognostic performance of a recalibrated SOFA 2.0 score (SOFA2) against the original SOFA, Modified Early Warning Score, National Early Warning Score, and Heat Stroke Severity Score for predicting in-hospital death.

The primary outcome was in-hospital death, which occurred in 24 out of 292 patients (8.2%). The cumulative incidence of death increased stepwise across SOFA2 quartiles (Gray test, P < 0.001), indicating a monotonic risk increase. This separation of risk was less distinct across quartiles of the original SOFA score. In analyses of discrimination and net benefit, SOFA2 showed numerically consistent trends, particularly in a higher-risk patient subtype.

No safety or tolerability data were reported for the scoring systems. Key limitations include the need for external validation in other populations and the requirement for cautious interpretation of subtype-specific findings. The retrospective design and single-country setting limit generalizability. For practice, this study suggests a potential refinement of risk stratification for heat stroke, but the SOFA2 score should not yet replace established clinical assessment without prospective validation.

When Heat Becomes a Medical Emergency

Heat stroke is not just severe overheating. It's a life-threatening condition where the body's core temperature climbs above 104°F and the brain and organs begin to shut down.

Without rapid treatment, it can be fatal within hours. Even with treatment, some patients deteriorate quickly and unpredictably. Doctors need better tools to know who is in the most danger.

A Condition That's Becoming More Urgent

Extreme heat events are becoming more frequent and more intense. Emergency departments in warm climates — and increasingly in places that rarely experienced high heat — are seeing more heat stroke cases.

Yet risk prediction tools for heat stroke are limited. Most were developed for other conditions like sepsis or critical illness, and may not translate perfectly to heat injury.

Old Scores vs. a Recalibrated Approach

The SOFA score (Sequential Organ Failure Assessment) was originally developed to measure how severely the organs are failing in ICU patients. It scores six organ systems — lungs, kidneys, liver, blood clotting, nervous system, and heart — on a 0-to-4 scale each.

But the original SOFA has limitations in heat stroke. SOFA 2.0 recalibrates some of those thresholds to better reflect how organ function deteriorates in heat injury specifically. Think of it as recalibrating a thermometer that was designed for one climate to work accurately in another.

Researchers reviewed records from 292 patients admitted with confirmed heat stroke at two tertiary hospitals in China between 2013 and 2023. They calculated five different scoring systems using data collected within the first 24 hours of admission and tracked who died before being discharged.

Overall, 24 patients (8.2%) died during hospitalization. When researchers divided patients into four groups by SOFA 2.0 score, the cumulative risk of death increased in a clear, step-by-step fashion from the lowest to the highest scoring group.

This "stepwise" separation was more distinct with SOFA 2.0 than with the original SOFA score. Other common early warning scores — including the Modified Early Warning Score and the National Early Warning Score — also showed less separation across risk groups.

Here's the Catch

These findings come from just two hospitals in China, and the patients were relatively young — average age was under 30.

Heat stroke patients in other regions, particularly elderly individuals during summer heat waves, may look very different clinically. The study authors are clear that external validation is required before SOFA 2.0 can be broadly recommended for heat stroke triage.

Why Continuous Scoring Matters

One advantage of SOFA 2.0 over simple threshold-based tools is that it provides a continuous score rather than a yes-or-no answer. This matters because it allows clinicians to see trends — a patient whose score rises by two points overnight signals escalating danger even if they haven't crossed a single critical threshold.

Think of it less like a traffic light and more like a speedometer — giving you real-time information about the trajectory, not just a red or green signal.

For patients and families, this research is a reminder that heat stroke is a genuine medical emergency that requires intensive hospital care and close monitoring. If someone develops confusion, stops sweating despite the heat, or becomes unresponsive during extreme temperatures, call emergency services immediately.

For clinicians, SOFA 2.0 represents a promising but not yet validated improvement. It is a research finding, not a clinical standard.

The study was retrospective and included only 292 patients from two hospitals. The patient population was young and skewed toward certain types of heat stroke (including exertional heat stroke). With only 24 deaths, the study may not have had enough statistical power to detect all meaningful differences between scoring systems. Prospective, multicenter studies with larger and more diverse populations are needed.

What Comes Next

The researchers call for external validation studies in larger, geographically diverse populations — including elderly patients, who are especially vulnerable to heat stroke. If SOFA 2.0 proves consistently superior across different settings, it could eventually become part of standardized heat stroke management protocols.

Study Details

Study typeCohort
EvidenceLevel 3
PublishedApr 2026
View Original Abstract ↓
ObjectiveHeat stroke can progress rapidly, and the risk of in-hospital mortality increases once multiple organ dysfunction develops. Early risk stratification is therefore clinically important, yet comparative evidence across commonly used severity scores in heat stroke remains limited.MethodsWe conducted a multicenter retrospective cohort study of patients admitted with a first diagnosis of heat stroke to two tertiary hospitals in China between 2013 and 2023. The recalibrated SOFA 2.0 score (SOFA2), original SOFA, Modified Early Warning Score, National Early Warning Score, and Heat Stroke Severity Score were calculated using the first available data within 24 h of admission. In-hospital death was the primary outcome, with discharge alive treated as a competing event. Cumulative incidence functions and Fine–Gray models were used to assess risk gradients, and unsupervised clustering based on early clinical and laboratory features was applied to identify clinical subtypes.ResultsAmong 292 patients (mean age 29.8 ± 14.9 years), 24 (8.2%) died during hospitalization. The cumulative incidence of in-hospital death increased stepwise across SOFA2 quartiles (Gray test, P < 0.001), whereas separation across original SOFA quartiles was less distinct. Higher SOFA2 scores were associated with an increased risk of mortality risk, with spline analyses indicating a generally monotonic risk increase. Two major clinical subtypes were identified; in the higher-risk subtype identified by data-driven clustering, SOFA2 showed numerically consistent discrimination and stable net benefit trends; however, these subtype-specific findings should be interpreted cautiously.ConclusionsSOFA2 may provide an early, continuous representation of in-hospital mortality risk in patients with heat stroke, although external validation is required.
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