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Diagnosing Depression in Medical Settings:
  Symptoms and screening….60min workshop




        Alex Mitchell       ajm80@le.ac.uk
        Consultant in Liaison Psychiatry & Psycho-oncology


                                             RCPsych Workshop 2011
Special
                                                                       Physicians
                                           Symptoms



                                                            Physical
                                                             Illness


                                                                                                Primary
                            Symptoms
                                               DSMV                    Older people              Care
                                               ICD11



                 Cultural
                 effects

                                                                                                      Detection

                                Under-
                                                 Depression
                                served                                                Quality
                                                                                      of care
                                                                                                      Prescribing
Impairment
                                                            Scales
                     Distress
                                                                                          Follow-up


                                                                         Screening
                                               Monitoring
      Help Seeking

                                   Se Change
Special
              Symptoms



                         Physical
                          Illness


                                                             Primary
   Symptoms
                DSMV                Older people              Care
                ICD11




                                                                 Detection

                  Depression
                                                   Quality
                                                   of care



                         Scales
Distress



                                     Screening
Contents
 Overview Depression in medical settings
 Comorbidity | impairment | mortality


 Prevalence of depression in medical settings
 Cancer | IHD | Stroke


 Symptoms of Depression in medical settings
 Same or different?.....older people?


 Conventional screening
 Accuracy | acceptability | Does it work?


 New Screening innovations
 Why?
1.Overview: Depression in medical settings
 Comorbidity | impairment | mortality
Impairment: Days totally out of role per year
50



       Yearly DOR
45     Unique
                       42.9             42.7
       PAR%
                                                                                                     41.2
                                                                                                                      39.8
40                                                                              39.3

                                                                                                                                                           36.6

35   34.4
                                                             33.8


                                                                                                                                        30.6
30




25




20
                                                                                                        17.3

                                               15.2
15                         14.3




10          9
                                                                                       7.3                                   7.7

                5.1
5                                                                   3.9
                                  2.6                 2.2                                                                                                         2.5
                                                                          1.8                1.7                                               1.9
                                                                                                               1.4                 1
                                                                                                                                                     0.3                0.1
0
     Depression       Panic disorder       PTSD             Specific phobia     Social phobia      Bipolar disorder          GAD       Alcohol abuse       Drug abuse
n=245 404 participants from 60 countries




Quality of life: Moussavi et al (2007) Lancet 2007; 370: 851–58
Mortality and IHD+depression




                         Psychosomatic Med (2004) Barth et al
90               84.384.5                                            Depression Alone (=883)
                         77.7
            80                                                                   Anixety Alone (n=314)
            70                                                                   Depression and Anxiety (n = 439)

            60

            50                                                                                                                                                                                             46
                                                                                                    40.9                                              43
            40
                                                                     28.3                                                 30.3         29.9                                     28.9
            30                                                                                                                                                                                  25.323.2
                                                                                       20.521.7                                                20.3
                                                         17.7                                                     15.617.5
            20                                               12.8                                                                                                    14.8
                                                                                                                                                                         10.8
            10

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                                                                                                                                               Young et al (2001) The Quality of Care for Depressive and Anxiety
                                                                                                                                               Disorders in the United States. Arch Gen Psychiatry. 2001;58:55-61
                                                    An
% Receiving Any treatment for Depression (CIDI)
  20

                                                                                                                   17.9
  18           n=84,850 face-to-face interviews
  16                                                                                                                                                      15.4

                                                                                                 13.8
  14


  12                          11.3
                       10.9                                                          10.9

  10
                                                      8.8
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      8                                                                                                                                                            7.2
                                                                                                           6.8

      6                                                                    5.6                                                                5.5

                                                                 4.3
      4                                                                                                                              3.4


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Wang P et al (2007) Lancet 2007; 370: 841–50                                                                                                        => In physical
12mo Service Use (NIH, 2002)
40

                      34.6
35                        32.7                                                                                                 Cancer n=4878
                                                                                                                               No Cancer n=90,737
30


25

                                                                                                                                    19.1
20
                                                      % Receiving Any treatment for Mental Health
                                                      % Receiving Any treatment for Mental Health
                                                                                    16.1
                                                                                                                                                     14
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                                                                                                       11.7 11
                                                                                                                                                                    8.9
10                                                                                     7.7
        7.2                                                                                                                                                 6.5
              5.7                        5.7 5                6.3                6.4                                                                                       6.2
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        Maria Hewitt, Julia H. Rowland Mental Health Service Use Among Adult Cancer Survivors: Analyses of the National Health Interview Survey Journal of Clinical
                                                                                                          Oncology, Vol 20, Issue 23 (December), 2002: 4581-4590
Audience:


How common are medical co-morbidities in depression?
Comorbid Physical Diagnoses in Elderly Depressed
                                  Patients
80

70

60

50

40

30

20

10

0
           One                 Tw o               Three+                None



 Proctor EK, et al (2003) American Journal of Geriatric Psychiatry;11:329‐38.
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                                                                                                                                                    Depression
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                                                                                                                                                    NHANES

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10                                                                                                                                                                                                                                                               Sokal 2004
                                                                                                                                                                                                                                                          J Nerv Ment Dis 192: 421–
                                                                                                                                                                                                                                                                        427
 5


 0




                                                                                                                                                                                                                                                                 Angina
                                                                Ulcer




                                                                                               Heart condition




                                                                                                                                  Any cancer
                                         Asthma


                                                     Diabetes
                    Chronic bronchitis




                                                                                                                                               Stroke


                                                                                                                                                        Emphysema
     Hypertension




                                                                                                                                                                                                                                         Myocardial infarction
                                                                        Rheumatoid arthritis




                                                                                                                 Osteoarthritis




                                                                                                                                                                                                                                                                          Coronary heart
                                                                                                                                                                                     Weak/failing kidneys


                                                                                                                                                                                                            Congestive heart
                                                                                                                                                                    Liver problems




                                                                                                                                                                                                                                                                                           disease
                                                                                                                                                                                                                               failure
     NHANES ‐ US Department of Health National Health and Nutrition Examination Survey , 1988 –1994
Prevalence Depression in medical settings
 Methodological | Scale vs interview | Current vs 12mo vs lifetime

 Cancer | IHD | Stroke
Isc
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Juurlink (2004) 1354 older individuals who died of suicide in Ontario, CA




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               Egede (2007) 12mo prevalence rates from the Data on 30,801 adults from the US 1999 National Health
Prevalence of depression in Oncology settings             Plumb & Holland (1981)
                                                                                             Proportion meta-analysis plot [random effects]

                                                                                                                                                0.7750 (0.6679, 0.8609)

                                                                Levine et al (1978)                                                             0.5600 (0.4572, 0.6592)

                                                        Ciaramella and Poli (2001)                                                              0.4900 (0.3886, 0.5920)

                                                               Massie et al (1979)                                                              0.4850 (0.4303, 0.5401)


70 studies involving 10,071 individuals;14 countries.         Bukberg et al (1984)

                                                                Passik et al (2001)
                                                                                                                                                0.4194 (0.2951, 0.5515)

                                                                                                                                                0.4167 (0.2907, 0.5512)



16.3% (95% CI = 13.9% to 19.5%)                                  Baile et al (1992)

                                                               Morton et al (1984)

                                                                   Hall et al (1999)
                                                                                                                                                0.4000 (0.2570, 0.5567)

                                                                                                                                                0.3958 (0.2577, 0.5473)

                                                                                                                                                0.3722 (0.3139, 0.4333)

                                                              Burgess et al (2005)                                                              0.3317 (0.2672, 0.4012)

                                                               Jenkins et al (1991)                                                             0.3182 (0.1386, 0.5487)



Mj 15% Mn 19% Adj 20% Anx 10% Dysthymia 3%
                                                                Green et al (1998)                                                              0.3125 (0.2417, 0.3904)

                                                                Kathol et al (1990)                                                             0.2961 (0.2248, 0.3754)

                                                          Hosaka and Aoki (1996)                                                                0.2800 (0.1623, 0.4249)

                                                            Fallowfield et al (1990)                                                            0.2565 (0.2054, 0.3131)

                                                               Golden et al (1991)                                                              0.2308 (0.1353, 0.3519)

                                                               Spiegel et al (1984)                                                             0.2292 (0.1495, 0.3261)

                                                                Evans et al (1986)                                                              0.2289 (0.1438, 0.3342)

                                                                Grandi et al (1987)                                                             0.2222 (0.0641, 0.4764)

                                                             Maunsell et al (1992)                                                              0.2146 (0.1605, 0.2772)

                                                                Berard et al (1998)                                                             0.2100 (0.1349, 0.3029)

                                                                  Joffe et al (1986)                                                            0.1905 (0.0545, 0.4191)

                                                                Berard et al (1998)                                                             0.1900 (0.1184, 0.2807)

                                                               Devlen et al (1987)                                                              0.1889 (0.1141, 0.2851)

                                                              Leopold et al (1998)                                                              0.1887 (0.0944, 0.3197)

                                                               Akizuki et al (2005)                                                             0.1797 (0.1376, 0.2283)

                                                                Razavi et al (1990)                                                             0.1667 (0.1189, 0.2241)

                                                           Gandubert et al (2009)                                                               0.1597 (0.1040, 0.2300)

                                                            Alexander et al (1993)                                                              0.1333 (0.0594, 0.2459)

                                                               Kugaya et al (1998)                                                              0.1328 (0.0793, 0.2041)

                                                                Payne et al (1999)                                                              0.1290 (0.0363, 0.2983)

                                                              Ibbotson et al (1994)                                                             0.1242 (0.0776, 0.1853)

                                                                 Prieto et al (2002)                                                            0.1227 (0.0825, 0.1735)

                                                              Morasso et al (1996)                                                              0.1121 (0.0593, 0.1877)

                                                          Desai et al (1999) [early]                                                            0.1111 (0.0371, 0.2405)

                                                             Silberfarb et al (1980)                                                            0.1027 (0.0587, 0.1638)

                                                            Costantini et al (1999)                                                             0.0985 (0.0535, 0.1625)

                                                              Morasso et al (2001)                                                              0.0985 (0.0535, 0.1625)

                                                                 Ozalp et al (2008)                                                             0.0971 (0.0576, 0.1510)

                                                                  Love et al (2002)                                                             0.0957 (0.0650, 0.1346)

                                                            Alexander et al (2010)                                                              0.0900 (0.0542, 0.1385)

                                                                Coyne et al (2004)                                                              0.0885 (0.0433, 0.1567)

                                                              Kawase et al (2006)                                                               0.0851 (0.0553, 0.1240)

                                                               Walker et al (2007)                                                              0.0831 (0.0568, 0.1165)

                                                                Grassi et al (1993)                                                             0.0828 (0.0448, 0.1374)

                                                                Grassi et al (2009)                                                             0.0826 (0.0385, 0.1510)

                                                           Reuter and Hart (2001)                                                               0.0761 (0.0422, 0.1244)

                                                                   Lee et al (1992)                                                             0.0660 (0.0356, 0.1102)

                                                            Pasacreta et al (1997)                                                              0.0633 (0.0209, 0.1416)

                                                              Sneeuw et al (1994)                                                               0.0540 (0.0367, 0.0761)

                                                                Singer et al (2008)                                                             0.0519 (0.0300, 0.0830)

                                                                  Katz et al (2004)                                                             0.0500 (0.0104, 0.1392)

                                                              Mehnert et al (2007)                                                              0.0472 (0.0175, 0.1000)

                                                               Lansky et al (1985)                                                              0.0455 (0.0291, 0.0676)

                                                             Derogatis et al (1983)                                                             0.0372 (0.0162, 0.0720)

                                                             Hardman et al (1989)                                                               0.0317 (0.0087, 0.0793)

                                                        Massie and Holland (1987)                                                               0.0147 (0.0063, 0.0287)

                                                                 Colon et al (1991)                                                             0.0100 (0.0003, 0.0545)

                                                                         combined                                                               0.1730 (0.1375, 0.2116)

                                                                                       0.0                 0.3                    0.6         0.9
                                                                                                       proportion (95% confidence interval)
Meta regression using the random effects model on raw porportions
                   Estimated slope = - 0.02 % per month (p=0.0016). Circles proportional to study size.


             0.4




             0.3
Proportion




             0.2




             0.1




             0.0


                   0              20              40               60               80              100

                                                    Time (months)
1a. Routine Recognition of Depression

   Is depression a disease; disorder (syndrome) or normally distributed
Audience:


Is depression categorical or dimensional?
Graphical – two diseases
                              Comment: Slide illustrates the concept of
                              discrimination using one symptom severity of “low
                              mood”


          Healthy



                                            Stroke
 #
 of
 Individuals
 With symptom        Point of Rarity




                              Ischaemic change on mri
Graphical – two disorders


          Healthy



 #                  ?Point of Rarity
 of
 Individuals                   Optimal cut
 With symptom
                                             Diabetes




                                                        HBA1c
Graphical - Dimension
                        Comment: Slide illustrates added hypothetical
                        distribution of mood scores in a population with
                        hidden depression


       Non-Depressed



                                   Depressed
 #
 of
 Individuals
 With symptom




                                       Severity of Low Mood
0
                            1000
                                   1500
                                          2000
                                                 2500
                                                                 3000




                      500
       Ze
          r   o
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          ne

         Tw
            o
      Th
         re
            e
        Fo
           ur

         Fi
            ve

          Si
            x
     Se
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          ve
             n
       ei
         gh
            t
        N
            in
              e
         Te
            n
     El
       ev
            en
    Tw
         el
            ve
  Th
      irt
          ee
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        ft e
            en
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      xt
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Se           n
   ve
      nt
         ee
  Ei         n
    gh
         te
            en
Comment: Slide illustrates added proportion of all
depression treated in each setting. Most depression
is treated in primary care




      1.20



                       1.00
      1.00




      0.80


                                                 0.64
      0.60




      0.40

                                                                            0.26

      0.20
                                                                                                     0.10


      0.00
               All visits (N =14,372)   Primary care (N =3,605)     Psychiatrists (N =293)   Medical specialists (N
                                                                                                   =10,474)




                                                                  J Gen Intern Med. 2006 September; 21(9): 926–930.
Comment: Slide illustrates added actual distribution
of mood scores on the HADS in a cancer
population with hidden depression from the
Edinburgh cancer centre
0.05
                                    0.15
                                                                                       0.25




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                                                                   Proportion Missed




        ee
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                                           Proportion Recognized




 Ei
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 N
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80
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70

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60                                                                   56.7        56.7          55.6   54.2

50                                                                                                              45.7
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40


30                                                                                                                                               28.4

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                                                                                                      Recognition from WHO PPGHC Study (Ustun, Goldberg et al)
Audience:


What are the predictors of improved recognition?
0.25
                         65%
                                          0.22
                               0.21
                                                     0.20
                    0.19
0.20



0.15



0.10

                                                                                                                                             Geraghty JGIM 2007
                                                                0.05
0.05
         0.03
                                                                           0.02       0.02
                                                                                                 0.01                  0.01
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                                                                                                     50


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                                                                                                                           60


                                                                                                                                      65


                                                                                                                                                 70
CNS in Oncology N=401
100.0
                                                                                  5.9
                                                                                                11.1
                                                                                                              14.3
 90.0      Comment: Slide illustrates diagnostic                         21.4
           accuracy according to score on DT                                     11.8
                                                                  25.9


 80.0                                               38.7   38.1
                                43.5                                                            22.2          14.3
                                             46.7


 70.0               59.6
                                                                         21.4

        72.4
 60.0                                                                                   Judgement = Non-distressed
                                                                  33.3                  Judgement = Unclear
                                                    19.4   19.0                         Judgement = Distressed
 50.0

                                26.1
                                             24.4                                82.4
 40.0
                                                                                                              71.4
                                                                                                66.7
 30.0
                    25.0                                                 57.1


                                                    41.9   42.9   40.7
 20.0   15.8

                                30.4        28.9
 10.0
                   15.4
        11.8

  0.0
        Zero       One          Two         Three   Four   Five   Six    Seven   Eight          Nine          Ten
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop
Diagnosing Depression in Medical Settings Workshop

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Diagnosing Depression in Medical Settings Workshop

  • 1. Diagnosing Depression in Medical Settings: Symptoms and screening….60min workshop Alex Mitchell ajm80@le.ac.uk Consultant in Liaison Psychiatry & Psycho-oncology RCPsych Workshop 2011
  • 2. Special Physicians Symptoms Physical Illness Primary Symptoms DSMV Older people Care ICD11 Cultural effects Detection Under- Depression served Quality of care Prescribing Impairment Scales Distress Follow-up Screening Monitoring Help Seeking Se Change
  • 3. Special Symptoms Physical Illness Primary Symptoms DSMV Older people Care ICD11 Detection Depression Quality of care Scales Distress Screening
  • 4. Contents Overview Depression in medical settings Comorbidity | impairment | mortality Prevalence of depression in medical settings Cancer | IHD | Stroke Symptoms of Depression in medical settings Same or different?.....older people? Conventional screening Accuracy | acceptability | Does it work? New Screening innovations Why?
  • 5. 1.Overview: Depression in medical settings Comorbidity | impairment | mortality
  • 6. Impairment: Days totally out of role per year 50 Yearly DOR 45 Unique 42.9 42.7 PAR% 41.2 39.8 40 39.3 36.6 35 34.4 33.8 30.6 30 25 20 17.3 15.2 15 14.3 10 9 7.3 7.7 5.1 5 3.9 2.6 2.2 2.5 1.8 1.7 1.9 1.4 1 0.3 0.1 0 Depression Panic disorder PTSD Specific phobia Social phobia Bipolar disorder GAD Alcohol abuse Drug abuse
  • 7. n=245 404 participants from 60 countries Quality of life: Moussavi et al (2007) Lancet 2007; 370: 851–58
  • 8. Mortality and IHD+depression Psychosomatic Med (2004) Barth et al
  • 9. 90 84.384.5 Depression Alone (=883) 77.7 80 Anixety Alone (n=314) 70 Depression and Anxiety (n = 439) 60 50 46 40.9 43 40 28.3 30.3 29.9 28.9 30 25.323.2 20.521.7 20.3 17.7 15.617.5 20 12.8 14.8 10.8 10 0 e * e* r) r) us e* se . 1-y 1-y a .. us us nu ng dic it ( ng it ( t en o eli vi s me vis ati eli ns a tm dic ns ist ou er ty u t re x ie on me ial yc co ti ec te an An te te ct i ria sp nt i ria ria pra op ra h op op alt pr re to pr pr Ap he ca Ap Ap an tal ary ss en pre rim ym de yp An nti An ya Young et al (2001) The Quality of Care for Depressive and Anxiety Disorders in the United States. Arch Gen Psychiatry. 2001;58:55-61 An
  • 10. % Receiving Any treatment for Depression (CIDI) 20 17.9 18 n=84,850 face-to-face interviews 16 15.4 13.8 14 12 11.3 10.9 10.9 10 8.8 8.1 8 7.2 6.8 6 5.6 5.5 4.3 4 3.4 2 0 SA in n ly na ca m l e a y ne ce e nd e s m bi pa an m It a a nd ra u hi i an U ai la Sp fr co om co gi Ja m Is C kr rla A a Fr el In er In Ze ol U h B he G w ut h C ew et ig Lo So H N N Wang P et al (2007) Lancet 2007; 370: 841–50 => In physical
  • 11. 12mo Service Use (NIH, 2002) 40 34.6 35 32.7 Cancer n=4878 No Cancer n=90,737 30 25 19.1 20 % Receiving Any treatment for Mental Health % Receiving Any treatment for Mental Health 16.1 14 15 11.7 11 8.9 10 7.7 7.2 6.5 5.7 5.7 5 6.3 6.4 6.2 5 5 3.9 3.2 2.3 1.8 0 l th l th ons nt s ti o n s s 75+ rs rs rs ti o n ti o n H ea H ea y ea y ea y ea atie d iti n di n di n di l Il l l Il l con 44 64 74 l co P l co l co Al l n ta nt a 18- 45- 65- di ca cal di ca di ca Me Me edi me me me No cm nic nic nic o ni hr o hr o hr o c hr 1c 2c 3c Two explanations=> No Maria Hewitt, Julia H. Rowland Mental Health Service Use Among Adult Cancer Survivors: Analyses of the National Health Interview Survey Journal of Clinical Oncology, Vol 20, Issue 23 (December), 2002: 4581-4590
  • 12. Audience: How common are medical co-morbidities in depression?
  • 13. Comorbid Physical Diagnoses in Elderly Depressed Patients 80 70 60 50 40 30 20 10 0 One Tw o Three+ None Proctor EK, et al (2003) American Journal of Geriatric Psychiatry;11:329‐38.
  • 14. Ca rd io va 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 sc u lar d ise Fu nc as tio e na ls om at ic sy nd ro m es Os te oa r ti cu lar dis or de rs Ne ur ol og ica ld is ea se De s rm at ol og ica ld ise as es En d oc rin e dis or de rs Re sp ira to ry d ise as es Di First Episode MDD (n=6090) ge st ive d Recurrent Episode MDD (n=4167) ise Ur as in es ar :U y lce tra ct r d ise as e: R en al lith ias is An ym ed ic al d iso rd er
  • 15. Hy pe 0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 rte ns io Os n te oa r th rit is He ad ac Ch Hy he ro pe nic rli pi fat de ig m ue ia sy nd ro m e Ch ro nic pa Irr in Se ita bo bl eb rrh ow oe el ic de rm at iti s Mi gr ain Di sc e h er ni at io n Di ab et Fi es br om ya lg ia Ec ze m Di ge a st ive Ul ce r As th First Episode MDD (n=6090) Th m yr oi a d di Recurrent Episode MDD (n=4167) se as e CO PD Ps or ia sis Re na l li th Ac ias ut is e inf ar ct io n Ep ile p sy Pa rk in so n
  • 16. 40 Physical C omorbidity in S chiz ophrenia and D epression 35 30 Schizophrenia Depression 25 NHANES 20 15 10 Sokal 2004 J Nerv Ment Dis 192: 421– 427 5 0 Angina Ulcer Heart condition Any cancer Asthma Diabetes Chronic bronchitis Stroke Emphysema Hypertension Myocardial infarction Rheumatoid arthritis Osteoarthritis Coronary heart Weak/failing kidneys Congestive heart Liver problems disease failure NHANES ‐ US Department of Health National Health and Nutrition Examination Survey , 1988 –1994
  • 17. Prevalence Depression in medical settings Methodological | Scale vs interview | Current vs 12mo vs lifetime Cancer | IHD | Stroke
  • 18. Isc hem 0 1 2 3 4 5 6 7 8 9 10 ic h ear t di sea Rhe se um ato id ar th r iti s Dia bet es m elli tus Pr o Suicide odds ratio s ta te c anc Hyp era er ci d ity s ynd rom es Bre ast can c er Par k in s o nd isea C hr se oni c lu ng d is ea s Con g es e tive hea rt fa i lur e Mo d er ate pai Uri n nar y in c on ti ne nc e Se i zur ed A nx i so rd e ie ty an d r s le ep d is Psy ord cho ers ses a nd ag i ta ti on Dep res si o n Juurlink (2004) 1354 older individuals who died of suicide in Ontario, CA Sev e re p ain B ip o la r di sor der
  • 19. National Health Interview Survey (NHIS) – CIDI‐SF 18 16 14 12 10 8 6 4 2 0 1) ) 4) ) er 1) 10 ) 31 ) 68 91 91 79 37 rd =7 =4 =1 34 =3 =1 so =7 (n (n (n = (n (n di (n (n VA re PD re s o n is ilu te N lu C io O D be Fa ai ns C y tF ia er te al D rt ar er en A He yp R y H ar ge e iv on ta st -S or ge C d on En C Egede (2007) 12mo prevalence rates from the Data on 30,801 adults from the US 1999 National Health
  • 20. Prevalence of depression in Oncology settings Plumb & Holland (1981) Proportion meta-analysis plot [random effects] 0.7750 (0.6679, 0.8609) Levine et al (1978) 0.5600 (0.4572, 0.6592) Ciaramella and Poli (2001) 0.4900 (0.3886, 0.5920) Massie et al (1979) 0.4850 (0.4303, 0.5401) 70 studies involving 10,071 individuals;14 countries. Bukberg et al (1984) Passik et al (2001) 0.4194 (0.2951, 0.5515) 0.4167 (0.2907, 0.5512) 16.3% (95% CI = 13.9% to 19.5%) Baile et al (1992) Morton et al (1984) Hall et al (1999) 0.4000 (0.2570, 0.5567) 0.3958 (0.2577, 0.5473) 0.3722 (0.3139, 0.4333) Burgess et al (2005) 0.3317 (0.2672, 0.4012) Jenkins et al (1991) 0.3182 (0.1386, 0.5487) Mj 15% Mn 19% Adj 20% Anx 10% Dysthymia 3% Green et al (1998) 0.3125 (0.2417, 0.3904) Kathol et al (1990) 0.2961 (0.2248, 0.3754) Hosaka and Aoki (1996) 0.2800 (0.1623, 0.4249) Fallowfield et al (1990) 0.2565 (0.2054, 0.3131) Golden et al (1991) 0.2308 (0.1353, 0.3519) Spiegel et al (1984) 0.2292 (0.1495, 0.3261) Evans et al (1986) 0.2289 (0.1438, 0.3342) Grandi et al (1987) 0.2222 (0.0641, 0.4764) Maunsell et al (1992) 0.2146 (0.1605, 0.2772) Berard et al (1998) 0.2100 (0.1349, 0.3029) Joffe et al (1986) 0.1905 (0.0545, 0.4191) Berard et al (1998) 0.1900 (0.1184, 0.2807) Devlen et al (1987) 0.1889 (0.1141, 0.2851) Leopold et al (1998) 0.1887 (0.0944, 0.3197) Akizuki et al (2005) 0.1797 (0.1376, 0.2283) Razavi et al (1990) 0.1667 (0.1189, 0.2241) Gandubert et al (2009) 0.1597 (0.1040, 0.2300) Alexander et al (1993) 0.1333 (0.0594, 0.2459) Kugaya et al (1998) 0.1328 (0.0793, 0.2041) Payne et al (1999) 0.1290 (0.0363, 0.2983) Ibbotson et al (1994) 0.1242 (0.0776, 0.1853) Prieto et al (2002) 0.1227 (0.0825, 0.1735) Morasso et al (1996) 0.1121 (0.0593, 0.1877) Desai et al (1999) [early] 0.1111 (0.0371, 0.2405) Silberfarb et al (1980) 0.1027 (0.0587, 0.1638) Costantini et al (1999) 0.0985 (0.0535, 0.1625) Morasso et al (2001) 0.0985 (0.0535, 0.1625) Ozalp et al (2008) 0.0971 (0.0576, 0.1510) Love et al (2002) 0.0957 (0.0650, 0.1346) Alexander et al (2010) 0.0900 (0.0542, 0.1385) Coyne et al (2004) 0.0885 (0.0433, 0.1567) Kawase et al (2006) 0.0851 (0.0553, 0.1240) Walker et al (2007) 0.0831 (0.0568, 0.1165) Grassi et al (1993) 0.0828 (0.0448, 0.1374) Grassi et al (2009) 0.0826 (0.0385, 0.1510) Reuter and Hart (2001) 0.0761 (0.0422, 0.1244) Lee et al (1992) 0.0660 (0.0356, 0.1102) Pasacreta et al (1997) 0.0633 (0.0209, 0.1416) Sneeuw et al (1994) 0.0540 (0.0367, 0.0761) Singer et al (2008) 0.0519 (0.0300, 0.0830) Katz et al (2004) 0.0500 (0.0104, 0.1392) Mehnert et al (2007) 0.0472 (0.0175, 0.1000) Lansky et al (1985) 0.0455 (0.0291, 0.0676) Derogatis et al (1983) 0.0372 (0.0162, 0.0720) Hardman et al (1989) 0.0317 (0.0087, 0.0793) Massie and Holland (1987) 0.0147 (0.0063, 0.0287) Colon et al (1991) 0.0100 (0.0003, 0.0545) combined 0.1730 (0.1375, 0.2116) 0.0 0.3 0.6 0.9 proportion (95% confidence interval)
  • 21. Meta regression using the random effects model on raw porportions Estimated slope = - 0.02 % per month (p=0.0016). Circles proportional to study size. 0.4 0.3 Proportion 0.2 0.1 0.0 0 20 40 60 80 100 Time (months)
  • 22.
  • 23. 1a. Routine Recognition of Depression Is depression a disease; disorder (syndrome) or normally distributed
  • 25. Graphical – two diseases Comment: Slide illustrates the concept of discrimination using one symptom severity of “low mood” Healthy Stroke # of Individuals With symptom Point of Rarity Ischaemic change on mri
  • 26. Graphical – two disorders Healthy # ?Point of Rarity of Individuals Optimal cut With symptom Diabetes HBA1c
  • 27. Graphical - Dimension Comment: Slide illustrates added hypothetical distribution of mood scores in a population with hidden depression Non-Depressed Depressed # of Individuals With symptom Severity of Low Mood
  • 28. 0 1000 1500 2000 2500 3000 500 Ze r o O ne Tw o Th re e Fo ur Fi ve Si x Se HADS-D ve n ei gh t N in e Te n El ev en Tw el ve Th irt ee Fo n ur te en Fi ft e en Si xt ee Se n ve nt ee Ei n gh te en
  • 29. Comment: Slide illustrates added proportion of all depression treated in each setting. Most depression is treated in primary care 1.20 1.00 1.00 0.80 0.64 0.60 0.40 0.26 0.20 0.10 0.00 All visits (N =14,372) Primary care (N =3,605) Psychiatrists (N =293) Medical specialists (N =10,474) J Gen Intern Med. 2006 September; 21(9): 926–930.
  • 30. Comment: Slide illustrates added actual distribution of mood scores on the HADS in a cancer population with hidden depression from the Edinburgh cancer centre
  • 31. 0.05 0.15 0.25 0 0.1 0.2 0.3 Ei gh t N in e Te n El ev en Tw el ve Th irt ee HADS-D n Fo ur te en Fi fte en Si xt ee n Se ve nt Proportion Missed ee n Proportion Recognized Ei gh te en N in et ee n Tw en Tw ty en ty -o ne
  • 32.
  • 33. 80 74 70 69.6 70 61.5 59.6 60 56.7 56.7 55.6 54.2 50 45.7 43.9 39.7 40 30 28.4 22.2 21 19.3 20 10 0 s L ris i n a n r z go an i na tle e iro ak en ha te TA ar ge n rli r lo Pa ai ad ia ro at es as ne h g k Be in TO ga M nt An an Se At Ve Ib ch g Ja n Sa n Na ro Sh an Ba de G M o Ri Recognition from WHO PPGHC Study (Ustun, Goldberg et al)
  • 34. Audience: What are the predictors of improved recognition?
  • 35. 0.25 65% 0.22 0.21 0.20 0.19 0.20 0.15 0.10 Geraghty JGIM 2007 0.05 0.05 0.03 0.02 0.02 0.01 0.01 0.01 0.01 0.01 0.01 0.00 s s s s s s s s s s s s s s in in in in in in in in in in in in in in m m m m m m m m m m m m m 5m 10 15 20 25 30 35 40 45 50 55 60 65 70
  • 36. CNS in Oncology N=401 100.0 5.9 11.1 14.3 90.0 Comment: Slide illustrates diagnostic 21.4 accuracy according to score on DT 11.8 25.9 80.0 38.7 38.1 43.5 22.2 14.3 46.7 70.0 59.6 21.4 72.4 60.0 Judgement = Non-distressed 33.3 Judgement = Unclear 19.4 19.0 Judgement = Distressed 50.0 26.1 24.4 82.4 40.0 71.4 66.7 30.0 25.0 57.1 41.9 42.9 40.7 20.0 15.8 30.4 28.9 10.0 15.4 11.8 0.0 Zero One Two Three Four Five Six Seven Eight Nine Ten