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Un centile ou un percentile est un concept de statistique qui permet de déterminer la position d'une personne par rapport à un groupe donné. Le groupe est divisé en 99 parts, chacune correspondant à un centile, c'est-à-dire à 1/100 du groupe: le 1er centile, le 2ème centile, le 3ème centile (…)Comment se calculé le percentile ?
Calcul des centiles
Un centile est calculé en tant que 100-quantile. Le p-ième centile de n valeurs classées par ordre croissant est la valeur de rang k égal à p(n+1)/100, arrondi à l'entier le plus proche de la valeur correspondant à ce rang.C'est quoi 50 percentile ?
La moyenne est de 50. Petit exemple : un fœtus au 50ème percentile est dans la moyenne "parfaite". Cela signifie que sur 100 fœtus au même terme : 50 sont plus petits que lui et 50 sont au-dessus.- Les percentiles sont généralement utilisés pour mesurer les inégalités. Par ailleurs, les percentiles appartiennent à la famille des quantiles au même titre que la médiane, le quartile, le quintile ou le décile. Pour calculer les percentiles, il faut commencer par ordonner les valeurs de la série statistique étudiée.
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Does the 99
thPercentile cTnValue
Mean Anything to the Clinician?
M. Odette Gore, MD, MSCS
University of Colorado Denver School of Medicine
Denver Health and Hospital Authority
Colorado Prevention Center
DISCLOSURES:No relationships with industry, financial or otherwise Grant support: NIH/NHLBI K23; Doris Duke CharitableFoundation; Denver Health and Hospital Authority
Third UDMITimeline of MI definitions and use of biomarkers
Adapted from Thygesenet al. J Am CollCardiol.2018 Oct 30;72(18):2231-2264 and Garg et al. Intern Emerg Med. 2017; 12(2): 147-155.First WHO
definitionFifth WHO definitionWHOMONICA
definitionACC & ESC
definition FirstUDMIFourth
UDMI CK LDHMyoglobin
CK-MBcTnhs-cTn
1950 1960 1970 1980 1990 2000 2010 2020
AST Thygesenet al. J Am CollCardiol.2018 Oct 30;72(18):2231-2264 Myocardial injury: Cardiac troponin (cTn) > 99 th percentile Acute myocardial injury:Serial measurements detecting a rise or fall in cTn, with at least one value > 99 th percentile MI:Acute myocardial injury + at least one other clinical, ECG or imaging criterion consistent with ischemic injury.Fourth Universal Definition of MI
Thygesenet al. J Am CollCardiol.2018 Oct 30;72(18):2231-2264 Myocardial injury: Cardiac troponin (cTn) > 99 th percentile Acute myocardial injury:Serial measurements detecting a rise or fall in cTn, with at least one value > 99 th percentile MI:Acute myocardial injury + at least one other clinical, ECG or imaging criterion consistent with ischemic injury.Fourth Universal Definition of MI
Time cTnlevels hs-cTnassays and early diagnosis of MI Time cTnlevels hs-cTnassays and early diagnosis of MIStandard assay
LoQ Time cTnlevels hs-cTnassays and early diagnosis of MIStandard assay
LoQ MIDetection with standard
assay Time cTnlevels hs-cTnassays and early diagnosis of MIHigh-sensitivity assay LoQStandard assay LoQ
MIDetection with standard
assay Time cTnlevels hs-cTnassays and early diagnosis of MIHigh-sensitivity assay LoQStandard assay LoQ
MIHigh-sensitivity assay
99th percentile
Detection with standard
assayEarly detection
Time cTnlevels hs-cTnassays and early diagnosis of MIHigh-sensitivity assay LoQStandard assay LoQ
MIHigh-sensitivity assay
99th percentile
Detection with standard
assayDiagnostic performance
Reichlinet al. N EnglJ Med. 2009 Aug 27;361(9):858-67Data from 786 consecutive patients who presented to the ER with symptoms suggestive of MI with onset <12
hrsStandard cTnT
LoQ35 ng/L)
hs-cTnT (99 th percentile14 ng/L)
Sensitivity7295
Specificity9780
Positive predictive value8550
Negative predictive value9499
How is the 99
th percentile hs-cTndefined? Thygesenet al. J Am CollCardiol.2018 Oct 30;72(18):2231-2264 "No expert opinion or consensus about specific criteria for how the 99 th percentile [...] should be defined."99
th percentiles in current use were determined in "normal reference populations", but no consensus about criteria to define normal reference populations, or about statistical methodsGiannitsiset al. Clin Chem. 2010 Feb;56(2):254-61; Saengeret al. Clin Chim Acta. 2011 Apr 11;412(9-10):748-54
2010 -Study of 616 apparently healthy volunteers and blood donors (mean age44), with little information about subject selection and inclusion/exclusion criteria.
2011 -Study of 533 apparently healthy individuals (mean age 37) selected based on a standardized questionnaire.How was the 99
th percentile for hs-cTnTderived?Giannitsiset al. Clin Chem. 2010 Feb;56(2):254-61; Saengeret al. Clin Chim Acta. 2011 Apr 11;412(9-10):748-54
Apple & Collinson. ClinChem. 2012 Jan;58(1):54-61
2010 -Study of 616 apparently healthy volunteers and blood donors (mean age44), with little information about subject selection and inclusion/exclusion criteria.
2011 -Study of 533 apparently healthy individuals (mean age 37) selected based on a standardized questionnaire. 2012 -Recommendation of the IFCC Task Force on Clinical Applications of Cardiac Biomarkers:Normal reference populations for the determination of the 99 th percentile value of cardiac troponin should be selected by detailed physician evaluation, including ECG, echo and NT -proBNP, and should include both younger and older subjects.How was the 99
th percentile for hs-cTnTderived? Gore et al. J Am CollCardiol. 2014 Apr 15;63(14):1441-8.Age-and sex-dependent 99
th percentiles for hs-cTnTde Lemoset al. JAMA. 2010 Dec 8;304(22):2503-12; deFilippiet al. JAMA. 2010 Dec 8;304(22):2494-502; Saunders et al. Circulation.2011 Apr5;123(13):1367-76
StudyParticipants with measured hs-cTnT
Dallas Heart Study
(DHS)N = 3,546
Age 18 -65
Dallas County
Atherosclerosis Risk in
Communities (ARIC)
StudyN = 9,698
Age 45 -64
4counties in North Carolina, Minnesota,Mississippi and Maryland
Cardiovascular Health
Study (CHS)
N = 4,221
4counties in North Carolina, Maryland,Pennsylvania and California
Three large, well characterized, population-based cohortsde Lemoset al. JAMA. 2010 Dec 8;304(22):2503-12; deFilippiet al. JAMA. 2010 Dec 8;304(22):2494-502; Saunders et al. Circulation.2011 Apr5;123(13):1367-76
Advantages vs. the studies used to derive the 14 ng/L 99 th percentile for hs-cTnT: Detailed characterization (in excess of IFCC recommendations)Large number of participants
Diverse races/ethnicities and wide age range
StudyParticipants with measured hs-cTnT
Dallas Heart Study
(DHS)N = 3,546
Age 18 -65
Dallas County
Atherosclerosis Risk in
Communities (ARIC)
StudyN = 9,698
Age 45 -64
4counties in North Carolina, Minnesota,Mississippi and Maryland
Cardiovascular Health
Study (CHS)
N = 4,221
4counties in North Carolina, Maryland,Pennsylvania and California
Three large, well characterized, population-based cohorts Definition of the healthy reference population (Subcohort2)Participants in DHS, ARIC & CHS, excluding:
recent hospitalization (past 6 months)
stage III or greater CKD (eGFR< 60 cc/min).
clinical CVD (CHD, CHF, atrial fibrillation, prior stroke) subclinical CVD (LVH or LVEF < 55% by echo, LVH by ECG,NT-proBNP> 450 ng/L).
Gore et al. J Am CollCardiol. 2014 Apr 15;63(14):1441-8.Age-and sex-dependent 99
th percentiles for hs-cTnT Gore et al. J Am CollCardiol. 2014 Apr 15;63(14):1441-8.0Entire healthy
subcohort141407028DHS, N=1,978
ARIC, N=7,575
CHS, N=1,374
hs-cTnT(ng/L) Men WomenMen < 50
Men 50-64
Men 65-74
Women < 50
Women 50-64
Women 65-74
Age-and sex-dependent 99
th percentiles for hs-cTnT Gore et al. J Am CollCardiol. 2014 Apr 15;63(14):1441-8.0Entire healthy
subcohort141407028DHS, N=1,978
ARIC, N=7,575
CHS, N=1,374
hs-cTnT(ng/L) Men WomenMen < 50
Men 50-64
Men 65-74
Women < 50
Women 50-64
Women 65-74
More than 10% of men 65 to 74 years
of age, with no clinical or subclinicalCVD, had hs-cTnT> 99
th percentile •Dependence on sex: 4 thUDMI now recommends sex-specific 99
th percentiles.Limitations of using 99
th percentile hs-cTnfor MI diagnosis •Dependence on sex: 4 thUDMI now recommends sex-specific 99
th percentiles. •Dependence on age, and possibly race.Limitations of using 99
th percentile hs-cTnfor MI diagnosis •Dependence on sex: 4 thUDMI now recommends sex-specific 99
th percentiles. •Dependence on age, and possibly race. •Increased detection of non-MI troponin elevations: chronic CAD, LVH/LVSD, blunt force injury (including CPR), CKD, HF, pulmonary embolism, sepsis, etc.Limitations of using 99
th percentile hs-cTnfor MI diagnosis •Dependence on sex: 4 thUDMI now recommends sex-specific 99
th percentiles. •Dependence on age, and possibly race. •Increased detection of non-MI troponin elevations: chronic CAD, LVH/LVSD, blunt force injury (including CPR), CKD, HF, pulmonary embolism, sepsis, etc. •Diagnostic performance: High sensitivity at the expense of low specificity, low PPV.Limitations of using 99
th percentile hs-cTnfor MI diagnosis •Dependence on sex: 4 thUDMI now recommends sex-specific 99
th percentiles. •Dependence on age, and possibly race. •Increased detection of non-MI troponin elevations: chronic CAD, LVH/LVSD, blunt force injury (including CPR), CKD, HF, pulmonary embolism, sepsis, etc. •Diagnostic performance: High sensitivity at the expense of low specificity, low PPV. •Variability between different assays, primarily because of lack of consensus about criteria for deriving 99 th percentiles.Limitations of using 99
th percentile hs-cTnfor MI diagnosisAACC Universal Sample Bank: 99
th percentiles for 12 hs-cTnassays Modified from Apple et al. ClinChem. in press (published online on 1/27/2020)01020304050607080
ETHealthcare
PylonRoche
Cobas e602Roche
Cobase601Abbott
Architect
i2000BeckmanCoulter
Access 2ET
Heathcare
PylonOrtho
Clinical
Diagnostics
VitrosMedience
PathfastSiemens
AttelicaSiemens
CentaurSiemens
VistaSingulex
Clarity
AllWomenMen
hs-cTnThs-cTnI 99th percentile ng/L
N = 694
•Avoid use of manufacturer-provided 99 th percentile values to interpret hs-cTnqualitatively as normal vs. abnormal. •Do not diagnose ACS based on a single hs-cTn> 99 th percentile, in the absence of appropriate clinical context. •Understand that hs-cTn> 99 th percentile will have a higher sensitivity for non -MI troponin elevations compared with previous troponin assays.Implications for clinicians
•De-emphasize the use of 99 th percentiles in clinical decision-making. •More emphasis on serial change for MI rule-in (but no consensus on what constitutes a significant change). •Benefit from the lower LoQof hs-cTnassays in other ways (e.g. rapid MI rule-out).Potential solutions for the future
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