--- title: "Overnight HRV Drop Before an Infection | KnowYourPrime Evidence Registry" description: "Finding KYP-ER-0013, rated Emerging. It can, on thin direct evidence. In the one study that tested HRV alone, seven athletes’ morning HRV fell below their own baseline on the two days before a confirmed COVID-19 infection, and large wearable studies detected infection days before testing using..." url: https://knowyourprime.com/evidence-sudden-hrv-drop-before-illness --- KnowYourPrime Evidence Registry · Finding KYP-ER-0013 # Overnight HRV Drop Before an Infection Question assessedCan a sudden drop in overnight heart rate variability signal an infection before symptoms start? KnowYourPrime evidence rating Emerging Evidence currently favors the claim, but more confirmation is needed. It can, on thin direct evidence. In the one study that tested HRV alone, seven athletes’ morning HRV fell below their own baseline on the two days before a confirmed COVID-19 infection, and large wearable studies detected infection days before testing using HRV combined with other signals. A drop is consistent with an oncoming illness, and the same evidence cannot say that any one drop means one. Finding KYP-ER-0013 Version 1.0 Reviewed October 24, 2026 Rating rule 1.4 [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) ## Why this is rated Emerging The claim is about timing: whether HRV falls before an infection shows itself, not only during it. Only one study tested that with HRV on its own, against each person’s own baseline, and it found the drop. Large studies of Oura and Garmin wearers point the same way, detecting COVID-19 about two to three days before testing, but their models combine HRV with temperature, resting heart rate and other signals, so they support the direction without isolating HRV. With one clean anchor and several consistent supporting studies, the rule rates the claim Emerging: the evidence favors it and needs a second independent test to be Established. How the rating rule reads this evidence - Anchor-grade evidence affirms the core relationship. - Multiple supporting studies are consistent with the core relationship. - The claim rests on a single anchor whose finding affirms it; a second independent affirming anchor is needed to reach Established. ## Key results - In seven elite female soccer players with at least 30 days of morning HRV recorded beforehand, LnRMSSD was significantly lower than each player’s own baseline on the two days before a PCR-confirmed COVID-19 infection and through the first four days after the positive test. (Parpa et al., Scientific Reports, 2025) - Across 9,381 Department of Defense personnel wearing Garmin and Oura devices (599,174 user-days, 491 COVID-19 cases), a real-time model identified infection before testing with an AUC of 0.82, its risk score rising an average of 2.3 days early. The model was multimodal and did not isolate HRV. (Conroy et al., Scientific Reports, 2022) - In the TemPredict study, an Oura Ring classifier trained on 73 confirmed cases identified COVID-19 an average of 2.75 days before testing (AUC 0.819); adding continuous temperature raised the AUC by 4.9 percent. (Mason et al., Scientific Reports, 2022) - In 23 soldiers measured on two days, resting RMSSD had good day-to-day reliability (ICC 0.823), so a day-to-day change in RMSSD is more likely real than noise; SDNN was only moderately reliable (ICC 0.689). (Chapman et al., BMJ Military Health, 2025) ## What this finding covers **Applies to:** Overnight or morning resting HRV compared with a person’s own recent baseline, before the onset of an acute infection, mainly COVID-19. **Does not cover:** Telling an infection from the many other causes of a low HRV night, such as alcohol, hard training, poor sleep or stress; diagnosis; any infection other than those studied. ## Limitations - The only HRV-specific test followed seven people. - The large detection studies combine several signals, so the share of the warning that comes from HRV is unknown. - Most evidence comes from COVID-19, which may not generalize to other infections. ## Evidence base 5 studies scored · 1 anchor · 4 supporting · Evidence last evaluated Oct 24, 2026 ### Anchor studies The studies the rating rests on. 1. Heart rate variability in female soccer players, before, during, and after a COVID-19 positive test.Parpa et al., Scientific Reports, 2025. [doi.org/10.1038/s41598-025-10747-y](https://doi.org/10.1038/s41598-025-10747-y) ### Supporting studies Studies consistent with the claim that do not carry the rating on their own. 1. Day-to-day reliability of basal heart rate and short-term and ultra short-term heart rate variability assessment by the Equivital eq02+ LifeMonitor in US Army soldiers.Chapman et al., BMJ Military Health, 2025. [doi.org/10.1136/military-2024-002687](https://doi.org/10.1136/military-2024-002687) 2. Using Patient-Held Devices to Measure Variations in Resting Heart Rate and Step Count Prior to Presentation With an Acute Illness: International, Multicenter Flash Mob Feasibility Study.Duijn et al., JMIR Cardio, 2025. [doi.org/10.2196/76218](https://doi.org/10.2196/76218) 3. Detection of COVID-19 using multimodal data from a wearable device: results from the first TemPredict Study.Mason et al., Scientific Reports, 2022. [doi.org/10.1038/s41598-022-07314-0](https://doi.org/10.1038/s41598-022-07314-0) \[funding listed from Oura\] 4. Real-time infection prediction with wearable physiological monitoring and AI to aid military workforce readiness during COVID-19.Conroy et al., Scientific Reports, 2022. [doi.org/10.1038/s41598-022-07764-6](https://doi.org/10.1038/s41598-022-07764-6) \[author affiliations include Philips\] ## Version history | Version | Date | Rating | Change | | --- | --- | --- | --- | | 1.0 | October 24, 2026 | Emerging | First published. | Rating history on the research desk: Emerging (September 29, 2026). ## Cite this finding KnowYourPrime Evidence Registry, Finding KYP-ER-0013, version 1.0, reviewed 2026-10-24. https://knowyourprime.com/evidence-sudden-hrv-drop-before-illness Machine-readable: [JSON](https://knowyourprime.com/evidence-sudden-hrv-drop-before-illness.json) · [Markdown](https://knowyourprime.com/evidence-sudden-hrv-drop-before-illness.md) · [All findings](https://knowyourprime.com/evidence) ## Related - Research desk: [the HRV research desk entry for this question](https://knowyourprime.com/research-desk-hrv#acute-drop-infection), with every scored study and its role - Related finding: [Wearable HRV Accuracy Against ECG](https://knowyourprime.com/evidence-wearable-hrv-accuracy) (KYP-ER-0003) - Related finding: [Normal HRV Range by Age](https://knowyourprime.com/evidence-normal-hrv-by-age) (KYP-ER-0014) - On this site: [Why Your HRV Keeps Dropping, and When It Is Just the Night](https://knowyourprime.com/sudden-hrv-drop) - On this site: [Studies Test Recovery Score Signals, Not the Scores](https://knowyourprime.com/what-improves-recovery-scores) This is KnowYourPrime's own assessment of the published evidence, rated under the [KnowYourPrime evidence methodology](https://knowyourprime.com/methodology). The rating is set by a fixed rule from the roles of the studies above and moves only when the evidence or the rule changes. Every change to the rating or the text is published as a new dated version. To report an error, write to [corrections@knowyourprime.com](mailto:corrections@knowyourprime.com). ```json { "@context": "https://schema.org", "@type": "Article", "@id": "https://knowyourprime.com/evidence-sudden-hrv-drop-before-illness#finding", "headline": "Overnight HRV Drop Before an Infection", "name": "KnowYourPrime Evidence Registry, Finding KYP-ER-0013: Overnight HRV Drop Before an Infection", "license": "https://creativecommons.org/licenses/by/4.0/", "description": "It can, on thin direct evidence. In the one study that tested HRV alone, seven athletes’ morning HRV fell below their own baseline on the two days before a confirmed COVID-19 infection, and large wearable studies detected infection days before testing using HRV combined with other signals. A drop is consistent with an oncoming illness, and the same evidence cannot say that any one drop means one.", "url": "https://knowyourprime.com/evidence-sudden-hrv-drop-before-illness", "identifier": { "@type": "PropertyValue", "propertyID": "KnowYourPrime Evidence Registry finding ID", "value": "KYP-ER-0013" }, "version": "1.0", "datePublished": "2026-10-24", "dateModified": "2026-10-28", "inLanguage": "en", "isPartOf": { "@type": "CreativeWorkSeries", "name": "KnowYourPrime Evidence Registry", "url": "https://knowyourprime.com/evidence" }, "author": { "@type": "Organization", "name": "KnowYourPrime", "url": "https://knowyourprime.com" }, "publisher": { "@type": "Organization", "@id": "https://knowyourprime.com/#organization", "name": "KnowYourPrime", "url": "https://knowyourprime.com" }, "about": "Can a sudden drop in overnight heart rate variability signal an infection before symptoms start?", "citation": [ { "@type": "ScholarlyArticle", "name": "Heart rate variability in female soccer players, before, during, and after a COVID-19 positive test.", "url": "https://doi.org/10.1038/s41598-025-10747-y", "datePublished": "2025", "isPartOf": { "@type": "Periodical", "name": "Scientific Reports" } }, { "@type": "ScholarlyArticle", "name": "Day-to-day reliability of basal heart rate and short-term and ultra short-term heart rate variability assessment by the Equivital eq02+ LifeMonitor in US Army soldiers.", "url": "https://doi.org/10.1136/military-2024-002687", "datePublished": "2025", "isPartOf": { "@type": "Periodical", "name": "BMJ Military Health" } }, { "@type": "ScholarlyArticle", "name": "Using Patient-Held Devices to Measure Variations in Resting Heart Rate and Step Count Prior to Presentation With an Acute Illness: International, Multicenter Flash Mob Feasibility Study.", "url": "https://doi.org/10.2196/76218", "datePublished": "2025", "isPartOf": { "@type": "Periodical", "name": "JMIR Cardio" } }, { "@type": "ScholarlyArticle", "name": "Detection of COVID-19 using multimodal data from a wearable device: results from the first TemPredict Study.", "url": "https://doi.org/10.1038/s41598-022-07314-0", "datePublished": "2022", "isPartOf": { "@type": "Periodical", "name": "Scientific Reports" } }, { "@type": "ScholarlyArticle", "name": "Real-time infection prediction with wearable physiological monitoring and AI to aid military workforce readiness during COVID-19.", "url": "https://doi.org/10.1038/s41598-022-07764-6", "datePublished": "2022", "isPartOf": { "@type": "Periodical", "name": "Scientific Reports" } } ], "encoding": [ { "@type": "MediaObject", "encodingFormat": "application/json", "contentUrl": "https://knowyourprime.com/evidence-sudden-hrv-drop-before-illness.json" }, { "@type": "MediaObject", "encodingFormat": "text/markdown", "contentUrl": "https://knowyourprime.com/evidence-sudden-hrv-drop-before-illness.md" } ] } ``` ```json {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://knowyourprime.com/"},{"@type":"ListItem","position":2,"name":"Evidence Registry","item":"https://knowyourprime.com/evidence"},{"@type":"ListItem","position":3,"name":"Overnight HRV Drop Before an Infection"}]} ```