Reliability of anion gap as an indicator of blood lactate in critically ill patients
To evaluate the sensitivity, specificity, and predictive values of an elevated anion gap as an indicator of hyperlactatemia and to assess the contribution of blood lactate to the serum anion gap in critically ill patients. Prospective study. General intensive care unit of a university hospital. 498...
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Veröffentlicht in: | Intensive care medicine 1997-04, Vol.23 (4), p.417-422 |
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description | To evaluate the sensitivity, specificity, and predictive values of an elevated anion gap as an indicator of hyperlactatemia and to assess the contribution of blood lactate to the serum anion gap in critically ill patients.
Prospective study.
General intensive care unit of a university hospital.
498 patients, none with ketonuria, severe renal failure or aspirin, glycol, or methanol intoxication.
The anion gap was calculated as [Na+]-[Cl-]-[TCO2]. Hyperlactatemia was defined as a blood lactate concentration above 2.5 mmol/l. The mean blood lactate concentration was 3.7 +/- 3.2 mmol/l and the mean serum anion gap was 14.3 +/- 4.2 mEq/l. The sensitivity of an elevated anion gap to reveal hyperlactatemia was only 44% [95% confidence interval (CI) 38 to 50], whereas specificity was 91% (CI 87 to 94 and the positive predictive value was 86% (CI 79 to 90). As expected, the poor sensitivity of the anion gap increased with the lactate threshold value, whereas the specificity decreased [for a blood lactate cut-off of 5 mmol/l: sensitivity = 67% (CI 58 to 75) and specificity = 83% (CI 79 to 87)]. The correlation between the serum anion gap and blood lactate was broad (r2 = 0.41, p < 0.001) and the slope of this relationship (0.48 +/- 0.026) was less than 1 (p < 0.001). The serum chloride concentration in patients with a normal anion gap (99.1 +/- 6.9 mmol/l) was comparable to that in patients with an elevated anion gap (98.8 +/- 7.1 mmol/l).
An elevated anion gap is not a sensitive indicator of moderate hyperlactatemia, but it is quite specific, provided the other main causes of the elevated anion gap have been eliminated. Changes in blood lactate only account for about half of the changes in anion gap, and serum chloride does not seem to be an important factor in the determination of the serum anion gap. |
doi_str_mv | 10.1007/s001340050350 |
format | Article |
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Prospective study.
General intensive care unit of a university hospital.
498 patients, none with ketonuria, severe renal failure or aspirin, glycol, or methanol intoxication.
The anion gap was calculated as [Na+]-[Cl-]-[TCO2]. Hyperlactatemia was defined as a blood lactate concentration above 2.5 mmol/l. The mean blood lactate concentration was 3.7 +/- 3.2 mmol/l and the mean serum anion gap was 14.3 +/- 4.2 mEq/l. The sensitivity of an elevated anion gap to reveal hyperlactatemia was only 44% [95% confidence interval (CI) 38 to 50], whereas specificity was 91% (CI 87 to 94 and the positive predictive value was 86% (CI 79 to 90). As expected, the poor sensitivity of the anion gap increased with the lactate threshold value, whereas the specificity decreased [for a blood lactate cut-off of 5 mmol/l: sensitivity = 67% (CI 58 to 75) and specificity = 83% (CI 79 to 87)]. The correlation between the serum anion gap and blood lactate was broad (r2 = 0.41, p < 0.001) and the slope of this relationship (0.48 +/- 0.026) was less than 1 (p < 0.001). The serum chloride concentration in patients with a normal anion gap (99.1 +/- 6.9 mmol/l) was comparable to that in patients with an elevated anion gap (98.8 +/- 7.1 mmol/l).
An elevated anion gap is not a sensitive indicator of moderate hyperlactatemia, but it is quite specific, provided the other main causes of the elevated anion gap have been eliminated. Changes in blood lactate only account for about half of the changes in anion gap, and serum chloride does not seem to be an important factor in the determination of the serum anion gap.</description><identifier>ISSN: 0342-4642</identifier><identifier>EISSN: 1432-1238</identifier><identifier>DOI: 10.1007/s001340050350</identifier><identifier>PMID: 9142581</identifier><identifier>CODEN: ICMED9</identifier><language>eng</language><publisher>Heidelberg: Springer</publisher><subject>Acid-Base Equilibrium ; Adult ; Anesthesia. Intensive care medicine. Transfusions. Cell therapy and gene therapy ; Aspirin ; Binomial distribution ; Biological and medical sciences ; Carbon Dioxide - blood ; Chlorides - blood ; Confidence Intervals ; Critical Illness - classification ; Emergency and intensive care: metabolism and nutrition disorders. Enteral and parenteral nutrition ; Humans ; Intensive care ; Intensive care medicine ; Lactates - blood ; Least-Squares Analysis ; Likelihood Functions ; Logistic Models ; Maximum likelihood method ; Measurement techniques ; Medical prognosis ; Medical sciences ; Middle Aged ; Normal distribution ; Patients ; Prospective Studies ; Proteins ; Reference Values ; Regression analysis ; ROC Curve ; Sensitivity and Specificity</subject><ispartof>Intensive care medicine, 1997-04, Vol.23 (4), p.417-422</ispartof><rights>1997 INIST-CNRS</rights><rights>Springer-Verlag Berlin Heidelberg 1997</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c345t-93b81f943816f793693633b2e4157367ab86a29aa942d1130c86ac7948472b863</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=2679083$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/9142581$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>LEVRAUT, J</creatorcontrib><creatorcontrib>BOUNATIROU, T</creatorcontrib><creatorcontrib>ICHAI, C</creatorcontrib><creatorcontrib>CIAIS, J.-F</creatorcontrib><creatorcontrib>JAMBOU, P</creatorcontrib><creatorcontrib>HECHEMA, R</creatorcontrib><creatorcontrib>GRIMAUD, D</creatorcontrib><title>Reliability of anion gap as an indicator of blood lactate in critically ill patients</title><title>Intensive care medicine</title><addtitle>Intensive Care Med</addtitle><description>To evaluate the sensitivity, specificity, and predictive values of an elevated anion gap as an indicator of hyperlactatemia and to assess the contribution of blood lactate to the serum anion gap in critically ill patients.
Prospective study.
General intensive care unit of a university hospital.
498 patients, none with ketonuria, severe renal failure or aspirin, glycol, or methanol intoxication.
The anion gap was calculated as [Na+]-[Cl-]-[TCO2]. Hyperlactatemia was defined as a blood lactate concentration above 2.5 mmol/l. The mean blood lactate concentration was 3.7 +/- 3.2 mmol/l and the mean serum anion gap was 14.3 +/- 4.2 mEq/l. The sensitivity of an elevated anion gap to reveal hyperlactatemia was only 44% [95% confidence interval (CI) 38 to 50], whereas specificity was 91% (CI 87 to 94 and the positive predictive value was 86% (CI 79 to 90). As expected, the poor sensitivity of the anion gap increased with the lactate threshold value, whereas the specificity decreased [for a blood lactate cut-off of 5 mmol/l: sensitivity = 67% (CI 58 to 75) and specificity = 83% (CI 79 to 87)]. The correlation between the serum anion gap and blood lactate was broad (r2 = 0.41, p < 0.001) and the slope of this relationship (0.48 +/- 0.026) was less than 1 (p < 0.001). The serum chloride concentration in patients with a normal anion gap (99.1 +/- 6.9 mmol/l) was comparable to that in patients with an elevated anion gap (98.8 +/- 7.1 mmol/l).
An elevated anion gap is not a sensitive indicator of moderate hyperlactatemia, but it is quite specific, provided the other main causes of the elevated anion gap have been eliminated. Changes in blood lactate only account for about half of the changes in anion gap, and serum chloride does not seem to be an important factor in the determination of the serum anion gap.</description><subject>Acid-Base Equilibrium</subject><subject>Adult</subject><subject>Anesthesia. Intensive care medicine. Transfusions. Cell therapy and gene therapy</subject><subject>Aspirin</subject><subject>Binomial distribution</subject><subject>Biological and medical sciences</subject><subject>Carbon Dioxide - blood</subject><subject>Chlorides - blood</subject><subject>Confidence Intervals</subject><subject>Critical Illness - classification</subject><subject>Emergency and intensive care: metabolism and nutrition disorders. Enteral and parenteral nutrition</subject><subject>Humans</subject><subject>Intensive care</subject><subject>Intensive care medicine</subject><subject>Lactates - blood</subject><subject>Least-Squares Analysis</subject><subject>Likelihood Functions</subject><subject>Logistic Models</subject><subject>Maximum likelihood method</subject><subject>Measurement techniques</subject><subject>Medical prognosis</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Normal distribution</subject><subject>Patients</subject><subject>Prospective Studies</subject><subject>Proteins</subject><subject>Reference Values</subject><subject>Regression analysis</subject><subject>ROC Curve</subject><subject>Sensitivity and Specificity</subject><issn>0342-4642</issn><issn>1432-1238</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>1997</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNpdkEtLAzEQgIMoWh9Hj0JA8baaSbKPHEV8QUEQPS-zaVYi6aYm6aH_3hGLoBAIw_cxDB9jpyCuQIj2OgsBSgtRC1WLHTYDrWQFUnW7bCaUlpVutDxghzl_kNk2NeyzfQNa1h3M2OuLCx4HH3zZ8DhynHyc-DuuOGYauJ8W3mKJ6RsOIcYFD2gLFkeI2-QL4RA23IfAV1i8m0o-ZnsjhuxOtv8Re7u_e719rObPD0-3N_PKKl2Xyqihg9Fo1UEztkY19JQapNNQt6ppcegalAbRaLkAUMLSbFujO91KYuqIXf7sXaX4uXa59EufrQsBJxfXuW8NZYHakHj-T_yI6zTRbT0IkCCokSCr-rFsijknN_ar5JeYNiT13637P63JP9tuXQ9Lt_i1t3GJX2w5Zoo0Jpysz7-abOi-TqkvCNSCwQ</recordid><startdate>19970401</startdate><enddate>19970401</enddate><creator>LEVRAUT, J</creator><creator>BOUNATIROU, T</creator><creator>ICHAI, C</creator><creator>CIAIS, J.-F</creator><creator>JAMBOU, P</creator><creator>HECHEMA, R</creator><creator>GRIMAUD, D</creator><general>Springer</general><general>Springer Nature B.V</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M7Z</scope><scope>NAPCQ</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope></search><sort><creationdate>19970401</creationdate><title>Reliability of anion gap as an indicator of blood lactate in critically ill patients</title><author>LEVRAUT, J ; BOUNATIROU, T ; ICHAI, C ; CIAIS, J.-F ; JAMBOU, P ; HECHEMA, R ; GRIMAUD, D</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c345t-93b81f943816f793693633b2e4157367ab86a29aa942d1130c86ac7948472b863</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>1997</creationdate><topic>Acid-Base Equilibrium</topic><topic>Adult</topic><topic>Anesthesia. Intensive care medicine. Transfusions. Cell therapy and gene therapy</topic><topic>Aspirin</topic><topic>Binomial distribution</topic><topic>Biological and medical sciences</topic><topic>Carbon Dioxide - blood</topic><topic>Chlorides - blood</topic><topic>Confidence Intervals</topic><topic>Critical Illness - classification</topic><topic>Emergency and intensive care: metabolism and nutrition disorders. Enteral and parenteral nutrition</topic><topic>Humans</topic><topic>Intensive care</topic><topic>Intensive care medicine</topic><topic>Lactates - blood</topic><topic>Least-Squares Analysis</topic><topic>Likelihood Functions</topic><topic>Logistic Models</topic><topic>Maximum likelihood method</topic><topic>Measurement techniques</topic><topic>Medical prognosis</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Normal distribution</topic><topic>Patients</topic><topic>Prospective Studies</topic><topic>Proteins</topic><topic>Reference Values</topic><topic>Regression analysis</topic><topic>ROC Curve</topic><topic>Sensitivity and Specificity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>LEVRAUT, J</creatorcontrib><creatorcontrib>BOUNATIROU, T</creatorcontrib><creatorcontrib>ICHAI, C</creatorcontrib><creatorcontrib>CIAIS, J.-F</creatorcontrib><creatorcontrib>JAMBOU, P</creatorcontrib><creatorcontrib>HECHEMA, R</creatorcontrib><creatorcontrib>GRIMAUD, D</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Nursing and Allied Health Journals</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biochemistry Abstracts 1</collection><collection>Nursing & Allied Health Premium</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><jtitle>Intensive care medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>LEVRAUT, J</au><au>BOUNATIROU, T</au><au>ICHAI, C</au><au>CIAIS, J.-F</au><au>JAMBOU, P</au><au>HECHEMA, R</au><au>GRIMAUD, D</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Reliability of anion gap as an indicator of blood lactate in critically ill patients</atitle><jtitle>Intensive care medicine</jtitle><addtitle>Intensive Care Med</addtitle><date>1997-04-01</date><risdate>1997</risdate><volume>23</volume><issue>4</issue><spage>417</spage><epage>422</epage><pages>417-422</pages><issn>0342-4642</issn><eissn>1432-1238</eissn><coden>ICMED9</coden><abstract>To evaluate the sensitivity, specificity, and predictive values of an elevated anion gap as an indicator of hyperlactatemia and to assess the contribution of blood lactate to the serum anion gap in critically ill patients.
Prospective study.
General intensive care unit of a university hospital.
498 patients, none with ketonuria, severe renal failure or aspirin, glycol, or methanol intoxication.
The anion gap was calculated as [Na+]-[Cl-]-[TCO2]. Hyperlactatemia was defined as a blood lactate concentration above 2.5 mmol/l. The mean blood lactate concentration was 3.7 +/- 3.2 mmol/l and the mean serum anion gap was 14.3 +/- 4.2 mEq/l. The sensitivity of an elevated anion gap to reveal hyperlactatemia was only 44% [95% confidence interval (CI) 38 to 50], whereas specificity was 91% (CI 87 to 94 and the positive predictive value was 86% (CI 79 to 90). As expected, the poor sensitivity of the anion gap increased with the lactate threshold value, whereas the specificity decreased [for a blood lactate cut-off of 5 mmol/l: sensitivity = 67% (CI 58 to 75) and specificity = 83% (CI 79 to 87)]. The correlation between the serum anion gap and blood lactate was broad (r2 = 0.41, p < 0.001) and the slope of this relationship (0.48 +/- 0.026) was less than 1 (p < 0.001). The serum chloride concentration in patients with a normal anion gap (99.1 +/- 6.9 mmol/l) was comparable to that in patients with an elevated anion gap (98.8 +/- 7.1 mmol/l).
An elevated anion gap is not a sensitive indicator of moderate hyperlactatemia, but it is quite specific, provided the other main causes of the elevated anion gap have been eliminated. Changes in blood lactate only account for about half of the changes in anion gap, and serum chloride does not seem to be an important factor in the determination of the serum anion gap.</abstract><cop>Heidelberg</cop><cop>Berlin</cop><pub>Springer</pub><pmid>9142581</pmid><doi>10.1007/s001340050350</doi><tpages>6</tpages></addata></record> |
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subjects | Acid-Base Equilibrium Adult Anesthesia. Intensive care medicine. Transfusions. Cell therapy and gene therapy Aspirin Binomial distribution Biological and medical sciences Carbon Dioxide - blood Chlorides - blood Confidence Intervals Critical Illness - classification Emergency and intensive care: metabolism and nutrition disorders. Enteral and parenteral nutrition Humans Intensive care Intensive care medicine Lactates - blood Least-Squares Analysis Likelihood Functions Logistic Models Maximum likelihood method Measurement techniques Medical prognosis Medical sciences Middle Aged Normal distribution Patients Prospective Studies Proteins Reference Values Regression analysis ROC Curve Sensitivity and Specificity |
title | Reliability of anion gap as an indicator of blood lactate in critically ill patients |
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