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T276 - -A Large Scale Validation of the Emotion Thermometers as
  T276 A Large Scale Validation of the Emotion Thermometers as
aaScreening Tool for MDD & Distress in an Ethnically Diverse
   Screening Tool for MDD & Distress in an Ethnically Diverse
Cancer Population
 Cancer Population




    Alex Mitchell            www.psycho-oncology.info

    Paul Symonds
    Lorraine Grainger
    Elena Baker-Glenn

    Department of Cancer & Molecular Medicine, Leicester Royal Infirmary


                                                                 IPOS 2010
Audit / Research Protocol

   Phase I – DT across LNR network (incl training)


   Phase II – Enhancements to DT


   Phase III - Screening plus Intervention
Phase I
Qualitative Limitations of DT
DT not always interpreted by patients

Distress not always understood by patients

There is no anchor

Patients who are angry or depressed may not say
  “distressed”

But some patients may not interpret “depression”
Quantitative Limitations of DT
Of 401 chemotherapy attendees

  59% have an emotional complication (3v4)

  37% (62% of 59%) it included distress

  23% it excluded distress



Validity of DT vs depression (DSMIV)

  SE 80%     SP 60%          PPV 32%      NPV 93%
Phase II
ET - Table of Cut-Points
              Distress     Anxiety     Depression   Anger        Help
              Thermomete   thermomet   Thermomete   Thermomete   Thermomete
              r            er          r            r            r            Cut-point

Insignifica
nt                 39.0         25.6        50.1         55.7         54.3             0,1

Minimal            20.1         22.5        18.3         13.6         15.4             2,3

Mild               16.9         16.5        12.2         10.5         12.2             4,5

Moderate           12.0         14.5          9.8         6.6          6.6             6,7

Severe             11.9         20.8          9.5        13.6         11.2           8,9,10




                                                                              p130
1.00


0.90


0.80
                                                               Ten
0.70                                                           Nine
                                                               Eight
0.60                                                           Seven
                                                               Six
0.50
                                                               Five
                                                               Four
0.40
                                                               Three
                                                               Two
0.30
                                                               One
0.20
                                                               Zero


0.10


0.00
         Distress      Anxiety      Depression      Anger
       Thermometer   Thermometer   Thermometer   Thermometer
DepT
 DT
                                                               23%
37%
                        4%                    3%
                                    3%
             DT                                     DepT

                               7%        1%



       Non-Nil                      8%             0%           Nil
                    9%
        59%                                                    41%



                               4%        1%


                 AnxT               2%                  AngT
                         15%                  2%
AnxT                                                           AngT
47%                                                            18%
Phase II
Top 10 patient concerns
         1 Anxiety             312

         2 Family concerns     157

         3 Independence/Role   122

         4 Appearance          111
         5 Pain                 86
         6 Sleep                76
         7 Fatigue/Energy       71
         8 Finances             63
         9 Weight               52
        10 Breathing            49
Concerns linked with distress

     t = 7.705129   P < 0.0001   Anxiety

     t = 4.859186   P < 0.0001   depression/hopeless

     t = 4.448083   P < 0.0001   Family concerns/issues

     t = 4.10916    P < 0.0001   Anger/Irritability

     t = 2.699969   P = 0.0073   Self-Esteem

     t = 2.69652    P = 0.0073   Cancer worries

     t = 2.497361   P = 0.013    Coping concerns

     t = 2.371534   P = 0.0183   Sleep
Validity of the ET
Vs            DT    DepT
HADS-A




AUC:
DT=0.82
DepT=0.84
AnxT=0.87    AnxT   AngT
AngT=0.685
Graphical – Screening principles

 #
 of                            Cut-Off
 Individuals
                               Low     High




               Non-Depressed
                                              <<<< low Specificity
                                                     Severity of Depression


               High Sensitivity >>>>           Depressed


 #
 of
 Individuals
Validity Against HADS-T (distress)
We analysed data collected from Leicester Cancer Centre
 from 2007-2009

The researcher applied the HADS and used a HADS-T >14
  to signify distress.

We collated full data on 660 patient assessments
HADS-T
In the parent sample of 660:

           SE    SP            AUC     CUT
DT –    71.9%    78.4%         0.814   cut point =4
HADS-T
In the parent sample of 660:

           SE    SP            AUC     CUT
DT –    71.9%    78.4%         0.814   cut point =4

AnxT – 75.7%     73.4%         0.821   cut point =5

DepT – 77.6%     82.2%         0.855   cut point =3

AngT – 77.5%     77.6%         0.823   cut point =2

HelpT - 69.1%    80.8%         0.809   cut point =3
Against MDD

The researcher applied criteria for MDD. We collated full data on
  660 patient assessments

MDD was defined by DSMIV criteria (5 of 9 symptoms)

12.9% had MDD and 14.8% were from ethnic minorities (largely
  British South Asian of India descent).
Validity vs MDD - Results


          SENSITIVITY       SPECIFICITY   AUC

DT –      82.4%             68.6%         0.811
Validity vs MDD - Results


          SENSITIVITY       SPECIFICITY   AUC

DT –      82.4%             68.6%         0.811

AnxT –    85.9%             56.2%         0.774

DepT –    80.0%             78.2%         0.853

AngT –    83.5%             66.1%         0.782

HelpT -   68.2%             79.1%         0.799
Whole Sample vs MDD

100.00%

                                            Sensitivity
 90.00%
                                            Specificity
 80.00%


 70.00%


 60.00%


 50.00%


 40.00%


 30.00%


 20.00%


 10.00%


  0.00%
          DT –   AnxT –   DepT –   AngT –                 HelpT -
Validity vs MDD – 15% minorities

                  SENSITIVITY   SPECIFICITY   AUC

DT BSA        -   100%          56.9%         0.827

AnxT BSA -        72%           72.1%         0.730

DepT BSA -        80.0%         69.4%         0.770

AngT BSA -        84.0%         65.3%         0.782

HelpT BSA -       92%           56.9%         0.791
BSA vs MDD

100%

                                         Sensitivity
90%
                                         Specificity
80%


70%


60%


50%


40%


30%


20%


10%


 0%
       DT –   AnxT –   DepT –   AngT –                 HelpT -
Summary
Against Distress

     All thermometers were “good” but DepT was best

Against Depression (all)

     DepT > DT were “good”

Against Depression in BSA

     DT may be best?

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IPOS10 T276 - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

  • 1. T276 - -A Large Scale Validation of the Emotion Thermometers as T276 A Large Scale Validation of the Emotion Thermometers as aaScreening Tool for MDD & Distress in an Ethnically Diverse Screening Tool for MDD & Distress in an Ethnically Diverse Cancer Population Cancer Population Alex Mitchell www.psycho-oncology.info Paul Symonds Lorraine Grainger Elena Baker-Glenn Department of Cancer & Molecular Medicine, Leicester Royal Infirmary IPOS 2010
  • 2. Audit / Research Protocol Phase I – DT across LNR network (incl training) Phase II – Enhancements to DT Phase III - Screening plus Intervention
  • 4. Qualitative Limitations of DT DT not always interpreted by patients Distress not always understood by patients There is no anchor Patients who are angry or depressed may not say “distressed” But some patients may not interpret “depression”
  • 5. Quantitative Limitations of DT Of 401 chemotherapy attendees 59% have an emotional complication (3v4) 37% (62% of 59%) it included distress 23% it excluded distress Validity of DT vs depression (DSMIV) SE 80% SP 60% PPV 32% NPV 93%
  • 7. ET - Table of Cut-Points Distress Anxiety Depression Anger Help Thermomete thermomet Thermomete Thermomete Thermomete r er r r r Cut-point Insignifica nt 39.0 25.6 50.1 55.7 54.3 0,1 Minimal 20.1 22.5 18.3 13.6 15.4 2,3 Mild 16.9 16.5 12.2 10.5 12.2 4,5 Moderate 12.0 14.5 9.8 6.6 6.6 6,7 Severe 11.9 20.8 9.5 13.6 11.2 8,9,10 p130
  • 8. 1.00 0.90 0.80 Ten 0.70 Nine Eight 0.60 Seven Six 0.50 Five Four 0.40 Three Two 0.30 One 0.20 Zero 0.10 0.00 Distress Anxiety Depression Anger Thermometer Thermometer Thermometer Thermometer
  • 9. DepT DT 23% 37% 4% 3% 3% DT DepT 7% 1% Non-Nil 8% 0% Nil 9% 59% 41% 4% 1% AnxT 2% AngT 15% 2% AnxT AngT 47% 18%
  • 11. Top 10 patient concerns 1 Anxiety 312 2 Family concerns 157 3 Independence/Role 122 4 Appearance 111 5 Pain 86 6 Sleep 76 7 Fatigue/Energy 71 8 Finances 63 9 Weight 52 10 Breathing 49
  • 12. Concerns linked with distress t = 7.705129 P < 0.0001 Anxiety t = 4.859186 P < 0.0001 depression/hopeless t = 4.448083 P < 0.0001 Family concerns/issues t = 4.10916 P < 0.0001 Anger/Irritability t = 2.699969 P = 0.0073 Self-Esteem t = 2.69652 P = 0.0073 Cancer worries t = 2.497361 P = 0.013 Coping concerns t = 2.371534 P = 0.0183 Sleep
  • 14. Vs DT DepT HADS-A AUC: DT=0.82 DepT=0.84 AnxT=0.87 AnxT AngT AngT=0.685
  • 15. Graphical – Screening principles # of Cut-Off Individuals Low High Non-Depressed <<<< low Specificity Severity of Depression High Sensitivity >>>> Depressed # of Individuals
  • 16. Validity Against HADS-T (distress) We analysed data collected from Leicester Cancer Centre from 2007-2009 The researcher applied the HADS and used a HADS-T >14 to signify distress. We collated full data on 660 patient assessments
  • 17. HADS-T In the parent sample of 660: SE SP AUC CUT DT – 71.9% 78.4% 0.814 cut point =4
  • 18. HADS-T In the parent sample of 660: SE SP AUC CUT DT – 71.9% 78.4% 0.814 cut point =4 AnxT – 75.7% 73.4% 0.821 cut point =5 DepT – 77.6% 82.2% 0.855 cut point =3 AngT – 77.5% 77.6% 0.823 cut point =2 HelpT - 69.1% 80.8% 0.809 cut point =3
  • 19. Against MDD The researcher applied criteria for MDD. We collated full data on 660 patient assessments MDD was defined by DSMIV criteria (5 of 9 symptoms) 12.9% had MDD and 14.8% were from ethnic minorities (largely British South Asian of India descent).
  • 20. Validity vs MDD - Results SENSITIVITY SPECIFICITY AUC DT – 82.4% 68.6% 0.811
  • 21. Validity vs MDD - Results SENSITIVITY SPECIFICITY AUC DT – 82.4% 68.6% 0.811 AnxT – 85.9% 56.2% 0.774 DepT – 80.0% 78.2% 0.853 AngT – 83.5% 66.1% 0.782 HelpT - 68.2% 79.1% 0.799
  • 22. Whole Sample vs MDD 100.00% Sensitivity 90.00% Specificity 80.00% 70.00% 60.00% 50.00% 40.00% 30.00% 20.00% 10.00% 0.00% DT – AnxT – DepT – AngT – HelpT -
  • 23. Validity vs MDD – 15% minorities SENSITIVITY SPECIFICITY AUC DT BSA - 100% 56.9% 0.827 AnxT BSA - 72% 72.1% 0.730 DepT BSA - 80.0% 69.4% 0.770 AngT BSA - 84.0% 65.3% 0.782 HelpT BSA - 92% 56.9% 0.791
  • 24. BSA vs MDD 100% Sensitivity 90% Specificity 80% 70% 60% 50% 40% 30% 20% 10% 0% DT – AnxT – DepT – AngT – HelpT -
  • 25. Summary Against Distress All thermometers were “good” but DepT was best Against Depression (all) DepT > DT were “good” Against Depression in BSA DT may be best?