Prognostic Value of Stress Hyperglycemia Ratio in Critically Ill Patients

September 27, 2026 updated by: Amany Shiret Helmy, Assiut University

Prognostic Value of Stress Hyperglycemia Ratio for In-Hospital Mortality and Acute Organ Dysfunction in Critically Ill Patients

Critically ill patients admitted to intensive care units (ICUs) frequently develop elevated blood sugar levels (hyperglycemia) as a result of acute illness-related stress, even if they do not have diabetes. While high blood glucose in the ICU is known to be associated with complications such as acute kidney injury and increased mortality, absolute glucose measurements alone may not distinguish acute stress from pre-existing chronic elevation.

The Stress Hyperglycemia Ratio (SHR) evaluates the relative increase in blood glucose by dividing admission plasma glucose by the patient's estimated background average glucose derived from glycated hemoglobin (HbA1c). This measurement reflects the intensity of acute physiologic stress adjusted for baseline glycemic control.

The purpose of this prospective observational study is to evaluate the prognostic utility of admission Stress Hyperglycemia Ratio in adult critically ill patients admitted to the intensive care units of Assiut University Hospitals. The study aims to determine whether admission SHR can predict in-hospital ICU mortality, acute kidney injury (AKI), the severity of acute organ failure measured by Sequential Organ Failure Assessment (SOFA) scores, the requirement and duration of invasive mechanical ventilation and vasopressor support, and the overall length of ICU stay.

All participants will receive standard clinical care in accordance with institutional ICU protocols; no experimental drugs or clinical interventions will be administered as part of this study.

Study Overview

Status

Status

Indicates the current recruitment status or the expanded access status.
Not yet recruiting

Conditions

Conditions

The disease, disorder, syndrome, illness, or injury that is being studied. On ClinicalTrials.gov, conditions may also include other health-related issues, such as lifespan, quality of life, and health risks.

Study Type

Study Type

Describes the nature of a clinical study. Study types include interventional studies (also called clinical trials), observational studies (including patient registries), and expanded access.
Observational

Enrollment (Estimated)

Enrollment

The number of participants in a clinical study. The "anticipated" enrollment is the target number of participants that the researchers need for the study.
230

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Eligibility Criteria

The key requirements that people who want to participate in a clinical study must meet or the characteristics they must have. Eligibility criteria consist of both inclusion criteria (which are required for a person to participate in the study) and exclusion criteria (which prevent a person from participating). Types of eligibility criteria include whether a study accepts healthy volunteers, has age or age group requirements, or is limited by sex.

Ages Eligible for Study

18 years and older (Adult, Older Adult)

Accepts Healthy Volunteers

N/A

Genders Eligible for Study

All

Sampling Method

Non-Probability Sample

Study Population

Adult critically ill patients aged 18 years or older admitted to the Intensive Care Units (ICUs) at Assiut University Hospitals who are expected to require intensive care management, with available admission plasma glucose and early HbA1c measurements.

Description

Inclusion Criteria:

  • Adult patients aged 18 years or older.
  • Admitted to the intensive care unit (ICU) and expected to require ICU care.
  • Availability of admission plasma glucose measurement.
  • Availability of glycated hemoglobin (HbA1c) measurement during the early period of ICU admission to calculate estimated average glucose (eAG) and Stress Hyperglycemia Ratio (SHR).
  • Provision of written informed consent by the patient or their legally authorized representative.

Exclusion Criteria:

  • Patients younger than 18 years of age.
  • Presence of diabetic ketoacidosis (DKA) or hyperosmolar hyperglycemic state (HHS) at admission.
  • Conditions known to render HbA1c measurement unreliable (such as recent major blood transfusion or known hemoglobinopathies).
  • Incomplete essential laboratory or clinical data required for the calculation of SHR or study outcome assessment.
  • Patients transferred from another ICU after prolonged critical illness where baseline admission parameters cannot be reliably obtained.
  • Refusal of participation or refusal of consent by the patient or legally authorized representative.

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Observational Models: COHORT
  • Time Perspectives: PROSPECTIVE

Cohorts and Interventions

Group / Cohort

Group / Cohort

A group or subgroup of participants in an observational study that is assessed for biomedical or health outcomes.
High Stress Hyperglycemia Ratio (High SHR) Group

Adult critically ill patients admitted to the ICU whose admission Stress Hyperglycemia Ratio (SHR) - calculated as admission plasma glucose divided by estimated average glucose (eAG = 28.7 * HbA1c - 46.7) - falls at or above the optimal cutoff determined by receiver operating characteristic (ROC) analysis. Participants receive standard medical care per ICU protocols without experimental intervention.
Low Stress Hyperglycemia Ratio (Low SHR) Group

Adult critically ill patients admitted to the ICU whose admission Stress Hyperglycemia Ratio (SHR) - calculated as admission plasma glucose divided by estimated average glucose (eAG = 28.7 * HbA1c - 46.7) - falls below the optimal cutoff determined by receiver operating characteristic (ROC) analysis. Participants receive standard medical care per ICU protocols without experimental intervention.

What is the study measuring?

Primary Outcome Measures

Primary Outcome Measures

In a clinical study's protocol, the planned outcome measure that is the most important for evaluating the effect of an intervention/treatment. Most clinical studies have one primary outcome measure, but some have more than one.
Outcome Measure
Measure Description
Time Frame
Number of Participants With In-Hospital ICU Mortality
Time Frame: Up to 30 days

All-cause mortality occurring during the index ICU stay. Vital status (alive or deceased) will be recorded from patient medical records upon discharge from the intensive care unit.
Up to 30 days

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

Sponsor

The organization or person who initiates the study and who has authority and control over the study.
Assiut University

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Estimated)

Study Start

The actual date on which the first participant was enrolled in a clinical study. The "anticipated" study start date is the date that the researchers think will be the study start date.
October 1, 2026

Primary Completion (Estimated)

Primary Completion

The date on which the last participant in a clinical study was examined or received an intervention to collect final data for the primary outcome measure. Whether the clinical study ended according to the protocol or was terminated does not affect this date. For clinical studies with more than one primary outcome measure with different completion dates, this term refers to the date on which data collection is completed for all the primary outcome measures. The "anticipated" primary completion date is the date that the researchers think will be the primary completion date for the study.
October 1, 2027

Study Completion (Estimated)

Study Completion

The date on which the last participant in a clinical study was examined or received an intervention/treatment to collect final data for the primary outcome measures, secondary outcome measures, and adverse events (that is, the last participant's last visit). The "anticipated" study completion date is the date that the researchers think will be the study completion date.
November 1, 2027

Study Registration Dates

First Submitted

First Submitted

The date on which the study sponsor or investigator first submitted a study record to ClinicalTrials.gov. There is typically a delay of a few days between the first submitted date and the record's availability on ClinicalTrials.gov (the first posted date).
September 27, 2026

First Submitted That Met QC Criteria

First Submitted That Met QC Criteria

The date on which the study sponsor or investigator first submits a study record that is consistent with National Library of Medicine (NLM) quality control (QC) review criteria. The sponsor or investigator may need to revise and submit a study record one or more times before NLM's QC review criteria are met. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
September 27, 2026

First Posted (Actual)

First Posted

The date on which the study record was first available on ClinicalTrials.gov after National Library of Medicine (NLM) quality control (QC) review has concluded. There is typically a delay of a few days between the date the study sponsor or investigator submitted the study record and the first posted date.
October 2, 2026

Study Record Updates

Last Update Posted (Actual)

Last Update Posted

The most recent date on which changes to a study record were made available on ClinicalTrials.gov. There may be a delay between when the changes were submitted to ClinicalTrials.gov by the study's sponsor or investigator (the last update submitted date) and the last update posted date.
October 2, 2026

Last Update Submitted That Met QC Criteria

Last Update Submitted That Met QC Criteria

The most recent date on which the study sponsor or investigator submitted changes to a study record that are consistent with National Library of Medicine (NLM) quality control (QC) review criteria. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
September 27, 2026

Last Verified

Last Verified

The most recent date on which the study sponsor or investigator confirmed the information about a clinical study on ClinicalTrials.gov as accurate and current. If a study with a recruitment status of recruiting; not yet recruiting; or active, not recruiting has not been confirmed within the past 2 years, the study's recruitment status is shown as unknown.
September 1, 2026

More Information

Terms related to this study

Keywords

Additional Relevant MeSH Terms

Other Study ID Numbers

Other Study ID Numbers

Identifiers or ID numbers other than the NCT number that are assigned to a clinical study by the study's sponsor, funders, or others. These numbers may include unique identifiers from other trial registries and National Institutes of Health grant numbers.
  • Prognostic Value of SHR in ICU

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