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Alex Mitchell www.psycho-oncology.info Paul Symonds Lorraine Grainger Elena Baker-Glenn Department of Cancer & Molecular Medicine, Leicester Royal Infirmary IPOS 2010 T276 - A Large Scale Validation of the Emotion Thermometers as a Screening Tool for MDD & Distress in an Ethnically Diverse Cancer Population
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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

Jan 21, 2015

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Page 1: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

Alex Mitchell www.psycho-oncology.info

Paul SymondsLorraine GraingerElena Baker-Glenn

Department of Cancer & Molecular Medicine, Leicester Royal Infirmary

IPOS 2010

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

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

Page 2: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

Audit / Research Protocol

Phase I – DT across LNR network (incl training)

Phase II – Enhancements to DT

Phase III - Screening plus Intervention

Page 3: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

Phase I

Page 4: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

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”

Page 5: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

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%

Page 6: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

Phase II

Page 7: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

ET - Table of Cut-Points

11.2

6.6

12.2

15.4

54.3

Help Thermometer

8,9,1013.69.520.811.9Severe

6,76.69.814.512.0Moderate

4,510.512.216.516.9Mild

2,313.618.322.520.1Minimal

0,155.750.125.639.0Insignificant

Cut-point

Anger Thermometer

Depression Thermometer

Anxiety thermometer

Distress Thermometer

p130

Page 8: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

0.00

0.10

0.20

0.30

0.40

0.50

0.60

0.70

0.80

0.90

1.00

DistressThermometer

AnxietyThermometer

DepressionThermometer

AngerThermometer

TenNineEightSevenSixFiveFourThreeTwoOneZero

Page 9: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

8%

DT37%

DepT23%

AngT18%

AnxT47%

4%

7%

1%

1%

9%

3%

0%

2%

4%

15%

3%

2%

Nil41%

Non-Nil59%

DT

AnxT AngT

DepT

Page 10: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

Phase II

Page 11: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

Top 10 patient concerns

49Breathing1052Weight963Finances871Fatigue/Energy776Sleep686Pain5

111Appearance4

122Independence/Role3

157Family concerns2

312Anxiety1

Page 12: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

Concerns linked with distress

SleepP = 0.0183t = 2.371534

Coping concernsP = 0.013t = 2.497361

Cancer worriesP = 0.0073t = 2.69652

Self-EsteemP = 0.0073t = 2.699969

Anger/IrritabilityP < 0.0001t = 4.10916

Family concerns/issuesP < 0.0001t = 4.448083

depression/hopelessP < 0.0001t = 4.859186

AnxietyP < 0.0001t = 7.705129

Page 13: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

Validity of the ET

Page 14: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

DT DepTVsHADS-A

AnxT AngT

AUC:DT=0.82DepT=0.84AnxT=0.87AngT=0.685

Page 15: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

Graphical – Screening principles

Non-Depressed

Depressed

# ofIndividuals

Cut-Off

# ofIndividuals

Severity of Depression

HighLow

High Sensitivity >>>>

<<<< low Specificity

Page 16: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

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

Page 17: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

HADS-T

In the parent sample of 660:

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

Page 18: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

HADS-T

In the parent sample of 660:

SE SP AUC CUTDT – 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

Page 19: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

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).

Page 20: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

Validity vs MDD - Results

SENSITIVITY SPECIFICITY AUC

DT – 82.4% 68.6% 0.811

Page 21: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

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

Page 22: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

Whole Sample vs MDD

0.00%

10.00%

20.00%

30.00%

40.00%

50.00%

60.00%

70.00%

80.00%

90.00%

100.00%

DT – AnxT – DepT – AngT – HelpT -

SensitivitySpecificity

Page 23: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

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

Page 24: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

BSA vs MDD

0%

10%

20%

30%

40%

50%

60%

70%

80%

90%

100%

DT – AnxT – DepT – AngT – HelpT -

SensitivitySpecificity

Page 25: IPOS10 T276  - Large Scale Validation of the Emotion Thermometers as a Screening Tool for Major Depression in an Ethnically Diverse Cancer Popn

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?