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Las pruebas
diagnósticas en las GPC
De la evidencia a la recomendación




                                     Carlos Cuello, MD
Escenario


• Estás	
  llevando	
  a	
  cabo	
  la	
  GPC	
  de	
  trauma	
  
   craneal	
  en	
  pediatría

• Llegas	
  a	
  la	
  sección	
  de	
  diagnóstico
Opciones	
  para	
  gradar	
  la	
  
evidencia	
  y	
  recomendaciones

 • CEBM
 • NICE
 • SIGN
 • GRADE
 • USPSTF
CEBM
Level                                               Evidence

        SR (with homogeneity*) of Level 1 diagnostic studies; CDR† with 1b studies from different clinical
 1a
                                                    centres

         Validating** cohort study with good††† reference standards; or CDR† tested within one clinical
 1b
                                                     centre


 1c                                      Absolute SpPins and SnNouts††



 2a                          SR (with homogeneity*) of Level >2 diagnostic studies


        Exploratory** cohort study with good††† reference standards; CDR† after derivation, or validated
 2b
                                      only on split-sample§§§ or databases


 3a                             SR (with homogeneity*) of 3b and better studies



 3b                Non-consecutive study; or without consistently applied reference standards



 4                      Case-control study, poor or non- independent reference standard


        Expert opinion without explicit critical appraisal, or based on physiology, bench research or "first
 5
                                                    principles"
CEBM	
  -­‐	
  OXFORD
GRADOS'DE'RECOMENDACIÓN'
 A   "   "Estudios"nivel"1"con"consistencia"   "

 B   "                                                                               "
         "Estudios"nivel"2"ó"3"con"consistencia"o"extrapolaciones"de"estudios"nivel"1"


 C   "                                                              "
         "Estudios"nivel"4"o"extrapolaciones"de"estudios"nivel"2"ó"3"


 D   "   "Evidencia"nivel"5"o"estudios""problemá?cos,"con"inconsistencias"o"evidencia"
         inconclusa"de"cualquier"nivel "
NICE
SIGN

• Cambios	
  se	
  vienen
• Utiliza	
  actualmente	
  sus	
  tablas	
  de	
  
   intervenciones

• Probablemente	
  se	
  adapte	
  al	
  GRADE
are discussed in section 5.
agnosis and management of colorectal cancer
7.1     POPULATION SCREENING
        Population based trials of guaiac based faecal occult blood testing (FOBT) have consistently demonstrated
        The guaiac reductions in colorectal cancer mortality andcreates a problemin a meta-analysis that indicates ++
        significant test, however, is not specific for blood which are summarised with sensitivity and specificity.17
        a reduction of 16% overall trial compared the guaiac FOBT with uptake.16 The majority testing reported 1
        One randomised controlledand 25% when adjusted for screeningfaecal immunochemical of trials (FIT) over
        one round, with the FIT set at an analytical sensitivity that gave may have caused stress or anxiety forthat of 1+
        that the positive predictive value of the tests were low,16 which a positivity rate approximately twice those
        receiving a false-positive result.
        the guaiac test.17 This study demonstrated that participation and detection rates for advanced adenomas
        and cancer were significantly higher for FIT compared with guaiac FOBT but that FIT generated more than
        twice as many colonoscopies.17                                                                               |7
        A multicentre randomised controlled trial (RCT) of single flexible sigmoidoscopy in a population aged between
        55 and 64 who had expressed an interest in this type of screening demonstrated a significant reduction in
        both colorectal cancer mortality and incidence which was maintained for up to 12 years, although no effect 1++
        on the incidence of right-sided cancer was seen.18 Owing to the selected population, this was an efficacy
        study and the performance of flexible sigmoidoscopy as a population screening tool will be dependent on
        uptake by an unselected population.
        Although FIT and flexible sigmoidoscopy may have advantages over guaiac FOBT, how these tests would
        perform in the Scottish population is not yet clear.
        No evidence was identified to support colonoscopy or computed tomography colonography as a primary
        screening modality.
        It is important to acknowledge that no screening modality is 100% sensitive, and that the guaiac FOBT has
        been shown to be associated with a substantial interval cancer rate.19

         A     Population screening for colorectal cancer using the guaiac FOBT should continue in the Scottish
               population until further evidence on other modalities is available.

               A negative guaiac FOBT result is not a guarantee that no colorectal cancer is present and should not
               impact on the need to investigate symptoms.
Grading of Recommendations Assessment, Development and Evaluation
¿Por	
  qué	
  hacer	
  pruebas	
  
        diagnósticas
• Identificar	
  alteraciones	
  de	
  la	
  fisiología	
  
   humana

• Establecer	
  un	
  pronóstico
• Monitorizar	
  el	
  curso	
  de	
  una	
  enfermedad	
  o	
  
   la	
  respuesta	
  a	
  un	
  tratamiento

• Aumentar	
  la	
  certeza	
  de	
  la	
  presencia	
  o	
  
   ausencia	
  de	
  enfermedad
Pruebas	
  diagnósticas

• Dicotómicas
• Categóricas
• Continuas
El	
  sistema	
  GRADE
Investigar	
  el	
  campo
• Un	
  panel	
  de	
  una	
  GPC	
  debe	
  investigar	
  
   primero	
  ¿Cuál	
  es	
  el	
  camino	
  que	
  toman	
  los	
  
   clínicos	
  para	
  esta	
  condición?

  -­‐ Prueba	
  diagnóstica	
  actual
  -­‐ Serie	
  de	
  pruebas	
  diagnósticas
  -­‐ No	
  hay	
  pruebas	
  diagnósticas	
  para	
  esta	
  
      condición
Una	
  prueba	
  nueva	
  puede	
  
       funcionar	
  como

• Triage	
  (o	
  de	
  escrutinio)
• De	
  reemplazo
• Adición	
  a	
  un	
  proceso	
  diagnóstico
La	
  pregunta	
  PICO
P     Lactantes con sospecha de infección urinaria


    La detección de bacterias en orina con la tinción
I
                         Gram


C    con el examen general de orina sin la tinción

              evita el uso de antibióticos?
O                  evita el urocultivo?       discutan
                             ...
Outcomes

• OJO:	
  los	
  valores	
  diagnósticos	
  (sensibilidad,	
  
   especificidad,	
  VPP,	
  VPN,	
  etc.)	
  son	
  
   desenlaces	
  subrogados

• ¿Cuáles	
  serían	
  desenlaces	
  importantes	
  
   para	
  el	
  paciente?
Identifica	
  la	
  evidencia

• De	
  preferencia	
  en	
  revisiones	
  sistemáticas
• Busca	
  ensayos	
  clínicos	
  aleatorios	
  sobre	
  una	
  prueba	
  
   diagnóstica)	
  y	
  que,	
  de	
  preferencia,	
  evalúe	
  un	
  
   desenlace	
  importante	
  para	
  el	
  paciente

• Lo	
  más	
  probable	
  es	
  que	
  no	
  lo	
  encuentres	
  :(
Evalúa	
  la	
  calidad	
  de	
  la	
  	
  
        evidencia

• ¿Qué	
  diseño	
  de	
  estudio	
  es?
• ¿Qué	
  factores	
  pueden	
  disminuir	
  la	
  calidad	
  
   de	
  la	
  evidencia?
Disminuyen	
  la	
  calidad	
  de	
  
      la	
  evidencia
• El	
  diseño	
  o	
  ejecución	
  del	
  estudio	
  (riesgo	
  de	
  
    sesgo)

• Evidencia	
  indirecta
• Inconsistencias
• Imprecisión
• Sesgo	
  de	
  publicación
Riesgo	
  de	
  sesgo
• En	
  cuanto	
  al	
  diseño	
  del	
  estudio:
 -­‐ Estudios	
  de	
  diagnóstico	
  (transversales	
  o	
  cohortes)	
  
        en	
  pacientes	
  con	
  incertidumbre	
  diagnóstica	
  y	
  
        comparación	
  directa	
  de	
  los	
  resultados	
  de	
  las	
  
        pruebas	
  con	
  un	
  adecuado	
  estándar	
  de	
  oro,	
  serán	
  
        catalogados	
  como	
  de	
  alta	
  calidad

  -­‐   Estos	
  estudios,	
  sin	
  embargo,	
  son	
  raros	
  de	
  encontrar
QUADAS
assessment if it is impossible for any studies to meet a particular quality criterion. In such
instances it is essential to report that all studies were at risk of the associated bias.

          Quality	
  criteria	
  of	
  Diagnostic	
  Accuracy	
  Studies
Table 9.1 Recommended quality items derived from QUADAS tool (Whiting 2003)
1.   Was the spectrum of patients representative of the patients who will receive the test in
     practice? (representative spectrum)
2.   Is the reference standard likely to classify the target condition correctly? (acceptable
     reference standard)
3.   Is the time period between reference standard and index test short enough to be
     reasonably sure that the target condition did not change between the two tests?
     (acceptable delay between tests)
4.   Did the whole sample or a random selection of the sample, receive verification using the
     intended reference standard? (partial verification avoided)
5.   Did patients receive the same reference standard irrespective of the index test result?
     (differential verification avoided)
6.   Was the reference standard independent of the index test (i.e. the index test did not form
     part of the reference standard)? (incorporation avoided)
7.   Were the reference standard results interpreted without knowledge of the results of the
     index test? (index test results blinded)
8.   Were the index test results interpreted without knowledge of the results of the reference
     standard? (reference standard results blinded)
9.   Were the same clinical data available when test results were interpreted as would be
     available when the test is used in practice? (relevant clinical information)
10. Were uninterpretable/ intermediate test results reported? (uninterpretable results
    reported)
11. Were withdrawals from the study explained? (withdrawals explained)
Evidencia	
  indirecta

• Similar	
  a	
  los	
  estudios	
  de	
  tratamiento
• Estudios	
  que	
  proveen	
  solo	
  de	
  sensibilidad	
  y	
  
   especificidad,	
  proveen	
  de	
  evidencia	
  
   indirecta

• En	
  este	
  caso,	
  usualmente	
  queda	
  en	
  “low	
  
   quality”
Evidencia	
  indirecta
• También	
  se	
  puede	
  disminuir	
  la	
  calidad	
  por	
  diferencias:
 -­‐ entre	
  la	
  población	
  en	
  estudio	
  y	
  a	
  la	
  que	
  se	
  aplicaría	
  la	
  
         prueba	
  en	
  la	
  vida	
  real

   -­‐   entre	
  la	
  experiencia	
  de	
  los	
  sujetos	
  en	
  el	
  estudio	
  y	
  los	
  
         que	
  usarían	
  la	
  prueba	
  en	
  la	
  vida	
  real

• Si	
  comparas	
  dos	
  pruebas	
  diagnósticas	
  entre	
  ellas,	
  que	
  
     usan	
  un	
  solo	
  estándar	
  de	
  oro,	
  pero	
  en	
  dos	
  estudios	
  
     separados	
  (para	
  c/u),	
  es	
  evidencia	
  indirecta
Inconsistencia


• Igual	
  que	
  en	
  estudios	
  de	
  tratamientos
• Disimilitudes	
  en	
  la	
  sensibilidad,	
  
   especificidad,	
  LRs
Imprecisión


• Amplios	
  intervalos	
  de	
  confianza
Sesgo	
  de	
  publicación

• Si	
  existe	
  solo	
  un	
  estudio	
  con	
  muy	
  poco	
  
    tamaño	
  de	
  muestra

• Asimetría	
  en	
  “funnel	
  plots”	
  (gráficos	
  de	
  
    embudo)
Gracias

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Pruebas diagnósticas en guías de práctica clínica

  • 1. Las pruebas diagnósticas en las GPC De la evidencia a la recomendación Carlos Cuello, MD
  • 2. Escenario • Estás  llevando  a  cabo  la  GPC  de  trauma   craneal  en  pediatría • Llegas  a  la  sección  de  diagnóstico
  • 3. Opciones  para  gradar  la   evidencia  y  recomendaciones • CEBM • NICE • SIGN • GRADE • USPSTF
  • 5. Level Evidence SR (with homogeneity*) of Level 1 diagnostic studies; CDR† with 1b studies from different clinical 1a centres Validating** cohort study with good††† reference standards; or CDR† tested within one clinical 1b centre 1c Absolute SpPins and SnNouts†† 2a SR (with homogeneity*) of Level >2 diagnostic studies Exploratory** cohort study with good††† reference standards; CDR† after derivation, or validated 2b only on split-sample§§§ or databases 3a SR (with homogeneity*) of 3b and better studies 3b Non-consecutive study; or without consistently applied reference standards 4 Case-control study, poor or non- independent reference standard Expert opinion without explicit critical appraisal, or based on physiology, bench research or "first 5 principles"
  • 6. CEBM  -­‐  OXFORD GRADOS'DE'RECOMENDACIÓN' A " "Estudios"nivel"1"con"consistencia" " B " " "Estudios"nivel"2"ó"3"con"consistencia"o"extrapolaciones"de"estudios"nivel"1" C " " "Estudios"nivel"4"o"extrapolaciones"de"estudios"nivel"2"ó"3" D " "Evidencia"nivel"5"o"estudios""problemá?cos,"con"inconsistencias"o"evidencia" inconclusa"de"cualquier"nivel "
  • 8.
  • 9.
  • 10. SIGN • Cambios  se  vienen • Utiliza  actualmente  sus  tablas  de   intervenciones • Probablemente  se  adapte  al  GRADE
  • 11. are discussed in section 5. agnosis and management of colorectal cancer 7.1 POPULATION SCREENING Population based trials of guaiac based faecal occult blood testing (FOBT) have consistently demonstrated The guaiac reductions in colorectal cancer mortality andcreates a problemin a meta-analysis that indicates ++ significant test, however, is not specific for blood which are summarised with sensitivity and specificity.17 a reduction of 16% overall trial compared the guaiac FOBT with uptake.16 The majority testing reported 1 One randomised controlledand 25% when adjusted for screeningfaecal immunochemical of trials (FIT) over one round, with the FIT set at an analytical sensitivity that gave may have caused stress or anxiety forthat of 1+ that the positive predictive value of the tests were low,16 which a positivity rate approximately twice those receiving a false-positive result. the guaiac test.17 This study demonstrated that participation and detection rates for advanced adenomas and cancer were significantly higher for FIT compared with guaiac FOBT but that FIT generated more than twice as many colonoscopies.17 |7 A multicentre randomised controlled trial (RCT) of single flexible sigmoidoscopy in a population aged between 55 and 64 who had expressed an interest in this type of screening demonstrated a significant reduction in both colorectal cancer mortality and incidence which was maintained for up to 12 years, although no effect 1++ on the incidence of right-sided cancer was seen.18 Owing to the selected population, this was an efficacy study and the performance of flexible sigmoidoscopy as a population screening tool will be dependent on uptake by an unselected population. Although FIT and flexible sigmoidoscopy may have advantages over guaiac FOBT, how these tests would perform in the Scottish population is not yet clear. No evidence was identified to support colonoscopy or computed tomography colonography as a primary screening modality. It is important to acknowledge that no screening modality is 100% sensitive, and that the guaiac FOBT has been shown to be associated with a substantial interval cancer rate.19 A Population screening for colorectal cancer using the guaiac FOBT should continue in the Scottish population until further evidence on other modalities is available. A negative guaiac FOBT result is not a guarantee that no colorectal cancer is present and should not impact on the need to investigate symptoms.
  • 12. Grading of Recommendations Assessment, Development and Evaluation
  • 13. ¿Por  qué  hacer  pruebas   diagnósticas • Identificar  alteraciones  de  la  fisiología   humana • Establecer  un  pronóstico • Monitorizar  el  curso  de  una  enfermedad  o   la  respuesta  a  un  tratamiento • Aumentar  la  certeza  de  la  presencia  o   ausencia  de  enfermedad
  • 14. Pruebas  diagnósticas • Dicotómicas • Categóricas • Continuas
  • 16. Investigar  el  campo • Un  panel  de  una  GPC  debe  investigar   primero  ¿Cuál  es  el  camino  que  toman  los   clínicos  para  esta  condición? -­‐ Prueba  diagnóstica  actual -­‐ Serie  de  pruebas  diagnósticas -­‐ No  hay  pruebas  diagnósticas  para  esta   condición
  • 17. Una  prueba  nueva  puede   funcionar  como • Triage  (o  de  escrutinio) • De  reemplazo • Adición  a  un  proceso  diagnóstico
  • 18. La  pregunta  PICO P Lactantes con sospecha de infección urinaria La detección de bacterias en orina con la tinción I Gram C con el examen general de orina sin la tinción evita el uso de antibióticos? O evita el urocultivo? discutan ...
  • 19. Outcomes • OJO:  los  valores  diagnósticos  (sensibilidad,   especificidad,  VPP,  VPN,  etc.)  son   desenlaces  subrogados • ¿Cuáles  serían  desenlaces  importantes   para  el  paciente?
  • 20. Identifica  la  evidencia • De  preferencia  en  revisiones  sistemáticas • Busca  ensayos  clínicos  aleatorios  sobre  una  prueba   diagnóstica)  y  que,  de  preferencia,  evalúe  un   desenlace  importante  para  el  paciente • Lo  más  probable  es  que  no  lo  encuentres  :(
  • 21. Evalúa  la  calidad  de  la     evidencia • ¿Qué  diseño  de  estudio  es? • ¿Qué  factores  pueden  disminuir  la  calidad   de  la  evidencia?
  • 22. Disminuyen  la  calidad  de   la  evidencia • El  diseño  o  ejecución  del  estudio  (riesgo  de   sesgo) • Evidencia  indirecta • Inconsistencias • Imprecisión • Sesgo  de  publicación
  • 23. Riesgo  de  sesgo • En  cuanto  al  diseño  del  estudio: -­‐ Estudios  de  diagnóstico  (transversales  o  cohortes)   en  pacientes  con  incertidumbre  diagnóstica  y   comparación  directa  de  los  resultados  de  las   pruebas  con  un  adecuado  estándar  de  oro,  serán   catalogados  como  de  alta  calidad -­‐ Estos  estudios,  sin  embargo,  son  raros  de  encontrar
  • 24. QUADAS assessment if it is impossible for any studies to meet a particular quality criterion. In such instances it is essential to report that all studies were at risk of the associated bias. Quality  criteria  of  Diagnostic  Accuracy  Studies Table 9.1 Recommended quality items derived from QUADAS tool (Whiting 2003) 1. Was the spectrum of patients representative of the patients who will receive the test in practice? (representative spectrum) 2. Is the reference standard likely to classify the target condition correctly? (acceptable reference standard) 3. Is the time period between reference standard and index test short enough to be reasonably sure that the target condition did not change between the two tests? (acceptable delay between tests) 4. Did the whole sample or a random selection of the sample, receive verification using the intended reference standard? (partial verification avoided) 5. Did patients receive the same reference standard irrespective of the index test result? (differential verification avoided) 6. Was the reference standard independent of the index test (i.e. the index test did not form part of the reference standard)? (incorporation avoided) 7. Were the reference standard results interpreted without knowledge of the results of the index test? (index test results blinded) 8. Were the index test results interpreted without knowledge of the results of the reference standard? (reference standard results blinded) 9. Were the same clinical data available when test results were interpreted as would be available when the test is used in practice? (relevant clinical information) 10. Were uninterpretable/ intermediate test results reported? (uninterpretable results reported) 11. Were withdrawals from the study explained? (withdrawals explained)
  • 25. Evidencia  indirecta • Similar  a  los  estudios  de  tratamiento • Estudios  que  proveen  solo  de  sensibilidad  y   especificidad,  proveen  de  evidencia   indirecta • En  este  caso,  usualmente  queda  en  “low   quality”
  • 26. Evidencia  indirecta • También  se  puede  disminuir  la  calidad  por  diferencias: -­‐ entre  la  población  en  estudio  y  a  la  que  se  aplicaría  la   prueba  en  la  vida  real -­‐ entre  la  experiencia  de  los  sujetos  en  el  estudio  y  los   que  usarían  la  prueba  en  la  vida  real • Si  comparas  dos  pruebas  diagnósticas  entre  ellas,  que   usan  un  solo  estándar  de  oro,  pero  en  dos  estudios   separados  (para  c/u),  es  evidencia  indirecta
  • 27. Inconsistencia • Igual  que  en  estudios  de  tratamientos • Disimilitudes  en  la  sensibilidad,   especificidad,  LRs
  • 29. Sesgo  de  publicación • Si  existe  solo  un  estudio  con  muy  poco   tamaño  de  muestra • Asimetría  en  “funnel  plots”  (gráficos  de   embudo)