homehome Home chatchat Notifications


Seasonal temperatures influence the results of blood work

The changes are small, but they're there.

Alexandru Micu
December 10, 2021 @ 8:05 pm

share Share

Blood tests don’t just record what’s going on inside your body — they’re also influenced by outside conditions.

Image credits Tatiana Belova.

New research comes with a surprising finding: ambient temperatures have a small, but measurable, effect on the results of medical lab work. While the findings don’t raise cause for concern, they do represent an interesting tidbit for medical personnel to consider when interpreting lab results.

Furthermore, labs could adjust to account for ambient temperatures on the day the samples were harvested using statistical methods, which would eliminate this effect from the results, according to the authors.

Outside influences

“Temperature fluctuations from one day to the next affected the results of some of the most commonly-used laboratory tests in medicine: red and white blood cells, lipids, and many others. It’s important to note that these changes were small: less than one percent differences in most tests under normal temperature conditions,” said study co-author Ziad Obermeyer of the University of California, Berkeley, in an email for ZME Science.

“Nonetheless,  we did detect effects of these changes on doctors’ medical decisions, for example, patients who had their cholesterol checked on colder days appeared to be lower-risk in terms of cardiovascular disease, and this led to a lower likelihood of being prescribed a statin.”

Together with Devin Pope of the University of Chicago, Obermeyer analyzed a dataset of lab results performed between 2009 and 2015 over several climate zones. The dataset included over four million different patients. The authors measured how changes in day-to-day temperatures affected the results, over and above the patients’ average values, and seasonal variation.

More than 90% of individual tests and 51 of 75 used in the study had been influenced by ambient temperatures, they report; these included measures of kidney function, cellular blood components, and lipids such as cholesterol and triglycerides. These day-to-day fluctuations very likely do not align with the patients’ long-term physiological trends, the team believes. For example, patients who received lipid panel checks on colder days were 10% less likely to be prescribed statins, a class of cholesterol-lowering drugs, compared to those who received the test on warm days.

“The textbook way of thinking about medical research is ‘bench to bedside’: first we come up with a hypothesis, based on theory, then we test it with data. As more and more big data comes online — like the massive dataset of lab tests we used – we can flip that process on its head: discover fascinating new patterns, and then use bench science to get to the bottom of it,” Obermeyer added for ZME Science.

“I think this ‘bedside to bench’ model is just as important as its better known cousin, because it can open up totally new questions in human physiology we haven’t dreamed of before.”

Since the study didn’t involve any experimental steps, the team could not identify the exact mechanism through which ambient temperatures influence the results of lab work. They’re looking at several possible explanations such as blood volume, specific assay performance, specimen transport, or changes in lab equipment, but they can’t yet say for sure.

“One practical implication of this study is that laboratories could statistically adjust the results they report for the ambient temperature on the test day. This could actually reduce variability by quite a bit – in fact, comparable to getting new laboratory assay technology – but at far lower cost,” Obermeyer added for ZME Science.

“There is some precedent for this: labs often use ‘middleware’ to adjust raw results (e.g., rounding low results to ‘negative’ based on reference ranges). This idea, of improving the ‘software’ rather than the ‘hardware’ of laboratory instruments, is a bit like how Tesla improved braking performance: via a software upgrade to cars’ onboard computers, as opposed to physical changes to the brakes – though of course, anything we do with patient care needs to be done with extreme care, as recent problems with Tesla’s braking software have shown.”

The paper “Variation in common laboratory test results due to ambient temperature” has been published in the journal Med.

share Share

A Brain Implant Just Turned a Woman’s Thoughts Into Speech in Near Real Time

This tech restores speech in real time for people who can’t talk, using only brain signals.

Using screens in bed increases insomnia risk by 59% — but social media isn’t the worst offender

Forget blue light, the real reason screens disrupt sleep may be simpler than experts thought.

Beetles Conquered Earth by Evolving a Tiny Chemical Factory

There are around 66,000 species of rove beetles and one researcher proposes it's because of one special gland.

We Should Start Worrying About Space Piracy. Here's Why This Could be A Big Deal

“We are arguing that it’s already started," say experts.

An Experimental Drug Just Slashed Genetic Heart Risk by 94%

One in 10 people carry this genetic heart risk. There's never been a treatment — until now.

We’re Getting Very Close to a Birth Control Pill for Men

Scientists may have just cracked the code for male birth control.

A New Antibiotic Was Hiding in Backyard Dirt and It Might Save Millions

A new antibiotic works when others fail.

Researchers Wake Up Algae That Went Dormant Before the First Pyramids

Scientists have revived 7,000-year-old algae from Baltic Sea sediments, pushing the limits of resurrection ecology.

A Fossil So Strange Scientists Think It’s From a Completely New Form of Life

This towering mystery fossil baffled scientists for 180 Years and it just got weirder.

ChatGPT Seems To Be Shifting to the Right. What Does That Even Mean?

ChatGPT doesn't have any political agenda but some unknown factor is causing a subtle shift in its responses.