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The Future of Psycho-oncology:
The Future of Psycho-oncology:
Research & Clinical
Research & Clinical


Alex Mitchell             www.psycho-oncology.info

Department of Cancer & Molecular Medicine, University of Leicester
Department of Liaison Psychiatry, Leicester General Hospital




                                                 University of Sydney POCOG August 2011
                                                 University of Sydney POCOG August 2011
Hewitt Journal of Clinical Oncology, Vol 20, Issue 23, 2002: 4581-4590
40
     % Receiving Any treatment for Mental Health
                    34.6
35                      32.7                                                        Cancer n=4878
                                                                                    No Cancer n=90,737
30


25

                                                                                       19.1
20
                                                                                          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

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Are you doing anything on your own for your mental stress, worry, or m changes?
                                                                           ood


       Do you feel your cancer care teamhas provided the education or support you need?


      At your last visit, did a m ber of your cancer care teamask you about m
                                 em                                          ental stress,
                                    worry, or m changes?
                                                ood


     Were you given suggestions, other than taking medications, by your cancer care team?

          Were you offered a visit with a: Mental health provider, like a therapist, counselor,
                                    psychologist or psychiatrist?

        Have you been given medicines to take for mental stress, worry, or m changes?
                                                                            ood


          Over the past month, have you talked with your cancer care teamabout distress?

If taking treatm has anyone fromyour cancer care teamasked you how well the treatm
                ent                                                               ent
                                   was working?

Have you been sent to see another health care provider for treatm for your m
                                                                 ent        ental stress,
                               worry, or m changes?
                                           ood

   Have you received any treatm for m
                               ent   ental stress, worry, or m changes over the last
                                                              ood
                                        m onth


          Are you currently seeing a: Pastoral care provider, like a chaplain, priest, or rabbi?


                                                                                                   0   10   20   30   40   50   60   70   80

   Cella (2008) Suport Care Cancer. 2008 Feb;16(2):151-9. Epub 2007 Jul
What about preventive cancer care?



Do our vulnerable patients get enhanced access?
Mammography & MI                                                            Summary meta-analysis plot [random effects]


                                    Carney & Jones (2006) [mod mental illness]                                                        0.620 (0.590, 0.660)

                                    Carney & Jones (2006) [mild mental illness]                                                       0.980 (0.950, 1.010)

OR 0.69 (95% CI = 0.62 to 0.77)   Carney & Jones (2006) [severe mental illness]

                                          Carney & Jones (2006) [low severity]
                                                                                                                                      0.380 (0.330, 0.430)

                                                                                                                                      0.930 (0.890, 0.970)


P < 0.0001                            Carney & Jones (2006) [medium severity]

                                          Carney & Jones (2006) [high severity]
                                                                                                                                      0.630 (0.570, 0.690)

                                                                                                                                      0.340 (0.280, 0.420)



N=29
                                          Carney & Jones (2006) [low severity]                                                        0.590 (0.450, 0.780)

                                          Carney & Jones (2006) [high severity]                                                       0.560 (0.260, 1.210)

                                      Carney & Jones (2006) [medium severity]                                                         0.470 (0.330, 0.670)

                                                         Chochinov et al (2009)                                                       0.640 (0.580, 0.710)

                                                              Druss et al (2002)                                                      0.780 (0.670, 0.910)

                                             Druss et al (2002) [dual diagnosis]                                                      0.520 (0.340, 0.790)

                                                 Druss et al (2008) [depression]                                                      0.820 (0.790, 0.847)

                                               Druss et al (2008) [primary care]                                                      1.350 (1.160, 1.610)

                                                  Druss et al (2008) [specialist]                                                     0.820 (0.690, 0.970)

                                                        Green and Pope (2000)                                                         1.370 (1.040, 1.810)

                                                             Iezzoni et al (2001)                                                     0.600 (0.400, 1.100)

                                                             Lasser et al (2003)                                                      0.350 (0.240, 0.510)

                                                          Lindamer et al (2003)                                                       0.040 (0.002, 0.250)

                                                             Patten et al (2009)                                                      0.800 (0.400, 1.600)

                                            Peytremann- Bridevaux et al (2008)                                                        1.000 (0.800, 1.200)

                                       Pirraglia et al (2004) [severe depression]                                                     0.840 (0.730, 0.970)

                                    Pirraglia et al (2004) [moderate depression]                                                      1.010 (0.860, 1.180)

                                                            Stecker et al (2007)                                                      0.867 (0.662, 1.130)

                                      Werneke et al. (2006) [any mental illness]                                                      0.910 (0.800, 1.040)

                                   Werneke et al. (2006) [severe mental illness]                                                      0.400 (0.290, 0.550)

                                              Werneke et al. (2006) [psychosis]                                                       0.330 (0.180, 0.610)

                                                          masterton et al (2010)                                                      0.670 (0.420, 1.075)

                                                            Ludman et al (2010)                                                       0.490 (0.310, 0.760)

                                                                      combined                                                        0.692 (0.624, 0.768)

                                                                               0.001        0.01            0.1 0.2     0.5   1   2
                                                                                       odds ratio (95% confidence interval)
What is Changing?

  Demographics


  Clinician Expectations


  Patient Involvement
Lower Emphasis
 Depression (MDD, DSMIV)

 Psychiatrist Judgement vs patient opinion

 Ineffective interventions

 Communication over Trust (diagnosis alone)

 Palliative differences without evidence
Increased Emphasis
 Early intervention & prevention

 Screening Implementation > Validity

 Distress (esp longitudinal)

 Outreach and primary care

 PROMs

 Peer support and SMI models of care
For the Future
 Anxiety disorders, Anger, Irritability, Adjustment

 Unpopular depressions (MnDD, ADD, Dysthymia)

 Function and QoL will be re-invented

 Psychosocial input into Rehabilitation approaches

 Acceptable Screening with intervention (RCTs)

 Symptom Research (back to basics)
Psycho-oncology is Growing!
                 2010         1990

Depression       143          12

Distress         121          14

Screening        1700         481

Communication    148          38
Change 1: Epidemiology of Cancer

  Survival


  Prevalence
5 Year Survival in US Cancers (2008 American Cancer Society, Atlanta)
100


90


80
                                                                                             1975-1977
70                                                                                           1984-1986
                                                                                             1996-2004
60                                                                                           Change


50


40


30


20


10


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                    Annual report to the national of status of cancer 1975 – 2005 J Natl Cancer Inst 2008;100: 1672 – 1694
10.9million incident cases (1mi breast, lung colorectal); 25mi prevalent cases
Australian Bureau of Statistics
Change 2: Clinician Behaviour

  Information


  Assisted decision making
Information

In 1961
90% of US doctors indicated a preference for not
  telling a diagnosis of cancer.



In 1979
97% indicated a preference for revealing a diagnosis
  of cancer.

  Novack DH, Plumer R, Smith RL, et al. Changes in physicians’ attitudes toward
    telling the cancer patient. JAMA 1979; 241: 897–900.
The oncologists were 32% accurate in
     predicting survival and overestimated
     survival 42% of the time




Psychooncology. 2011 Feb;20(2):213-8. doi: 10.1002/pon.1727. Patient
and oncologist estimates of survival in advanced cancer patients.
Steven Kao SC, Butow P, Bray V, Clarke SJ, Vardy J.
J Clin Oncol. 2011 May 20;29(15):2077-84. Epub 2011 Apr 11. Supporting treatment decision making in advanced cancer: a randomized trial of a
decision aid for patients with advanced colorectal cancer considering chemotherapy. Natasha Leighl NB, Shepherd HL, Butow PN
Change 3: Clear Evidence Base

  Prevalence of depression


  Relative risk of depression
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)
Prevalence of depression in Palliative settings

24 studies involving 4007 individuals
16.9% (95% CI = 13.2% to 20.3%)                                              Proportion meta-analysis plot [random effects]


                                        Lloyd-Williams et al (2007)                                                             0.30 (0.24, 0.36)
14% major 9% minor adj 15% anx 10%                 Jen et al (2006)                                                             0.27 (0.19, 0.36)

                                        Lloyd-Williams et al (2003)                                                             0.27 (0.17, 0.39)

                                                Payne et al (2007)                                                              0.26 (0.19, 0.33)

                                           Desai et al (1999) [late]                                                            0.25 (0.10, 0.47)

                                             Hopwood et al (1991)                                                               0.25 (0.16, 0.36)

                                        Lloyd-Williams et al (2001)                                                             0.22 (0.14, 0.31)

                                            Minagawa et al (1996)                                                               0.20 (0.11, 0.34)

                                                Meyer et al (2003)                                                              0.20 (0.10, 0.35)

                                              Breitbart et al (2000)                                                            0.18 (0.11, 0.28)

                                             Le Fevre et al (1999)                                                              0.18 (0.10, 0.28)

                                           Chochinov et al (1994)                                                               0.17 (0.11, 0.24)

                                                 Kelly et al (2004)                                                             0.14 (0.06, 0.26)

                                               Wilson et al (2007)                                                              0.13 (0.10, 0.17)

                                           Chochinov et al (1997)                                                               0.12 (0.08, 0.18)

                                               Wilson et al (2004)                                                              0.12 (0.05, 0.22)

                                                 Love et al (2004)                                                              0.07 (0.04, 0.11)

                                        Kadan-Lottich et al (2005)                                                              0.07 (0.04, 0.11)

                                               Akechi et al (2004)                                                              0.07 (0.04, 0.11)

                                              Maguire et al (1999)                                                              0.05 (0.01, 0.14)

                                                         combined                                                               0.17 (0.13, 0.21)

                                                                       0.0               0.2                       0.4        0.6
                                                                                      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)
Depression in LTCS vs healthy controls
                                           Relative risk meta-analysis plot (random effects)


            Bergdahl et al (2005)                                                                  0.76 (0.33, 1.53)

               Bruce et al (2002)                                                                  0.77 (0.47, 1.24)

                Stek et al (2004)                                                                  0.88 (0.50, 1.49)

                Tsai et al (2007)                                                                  1.48 (0.74, 2.03)

                Tsai et al (2005)                                                                  0.85 (0.35, 1.73)

               Rasic et al (2008)                                                                  0.99 (0.74, 1.32)

                 Pirl et al (2009)                                                                 0.79 (0.52, 1.17)

                Dahl et al (2005)                                                                  0.96 (0.82, 1.13)

            Ramsey et al (2002)                                                                    1.42 (0.99, 2.03)

             Keating et al (2005)                                                                  1.00 (0.86, 1.16)

               Khan et al (2010)                                                                   1.08 (1.04, 1.13)

            Thorsen et al (2005)                                                                   1.06 (0.89, 1.26)

              Vistad et al (2007)                                                                  1.94 (0.95, 3.87)

                 Kim et al (2010)                                                                  0.72 (0.63, 0.82)

              Ellman et al (1995)                                                                  0.58 (0.34, 0.98)

             combined [random]                                                                     0.97 (0.86, 1.09)

                                     0.2             0.5               1                  2    5
                                                     relative risk (95% confidence interval)
Change 4: Distress

  6th Vital sign


  Patient Opinion
Distress thermometer

    - Please circle the number (0-10) that best describes how much distress you have been
         experiencing in the past week, including today.

    - What phone number would you like us to contact you on if necessary?

 Practicaltick WHICH of the following is a cause of distress:
  Please Problems                Spiritual/ Religious Concerns   Physical Problems contd…

 Childcare                      Loss of faith                    Changes in Urination
 Housing                        Relating to God                  Fevers
 Money                          Loss of meaning or purpose       Skin dry/ itchy
                                in life
 Transport                                                       Nose dry/ congested

 Work/School                    Physical problems                Tingling in hands/ feet

                                Pain                             Metallic taste in mouth
 Family Problems                Nausea                           Feeling swollen

 Dealing with partner           Fatigue                          Sexual

 Dealing with children          Sleep                            Hot flushes
                                Getting around

 Emotional Problems             Bathing/ Dressing

 Depression                     Breathing

 Fears                          Mouth sores                      Is there anything important you
                                                                 would like to add to the list?
 Nervousness                    Eating
                                                                 ___________________________
 Sadness                        Indigestion                      ___
                                                                 ___________________________
 Worry                          Constipation                     ___
 Anger                          Diarrhoea                        ___________________________
                                                                 ___
Ransom    Tuinman   Mitchell       Lord         Hoffman   Gessler       Clover        Jacobsen                Proporti
Score        2006      2008      2009           2010         2004      2009          2009          2005       Sum          on

Zero             68         38         61              123        14         27               65        71          467      18.4%

One              72         31         42              68          5         26               39        46          329      12.9%

Two              77         22         35              44          5         18               30        54          285      11.2%

Three            65         37         42              46          8         23               45        46          312      12.3%

Four             51         29         29              30          8             7            21        31          206       8.1%

Five             41         46         62              40         11         13               41        48          302      11.9%

Six              38         32         23              28          2         16               26        31          196       7.7%

Seven            36         21         23              38          2         15               32        16          183       7.2%

Eight            18         12         18              29          6             9            19        15          126       5.0%

Nine             16          5              8          14          3             3            13         9           71       2.8%

Ten               9          4              7          20          4             0            9         13           66       2.6%

Sum             491        277        350              480        68       157           340           380          2543


Proportion     19.3%     10.9%     13.8%          18.9%         2.7%      6.2%         13.4%         14.9%
Proportion


20.0%
           Insignificant            Minim al                        Mild                   Moderate                  Severe
18.0%


16.0%


14.0%


12.0%


10.0%
        18 .4 %

8.0%


6.0%
                     12 .9 %
                                               12 . 3 %
                                                                           11.9 %                                             p124
                               11.2 %


4.0%                                                      8 .1%
                                                                                    7.7%
                                                                                                 7.2 %

                                                                                                            5. 0 %
2.0%
                                                                                                                     2 .8 %    2 .6 %


0.0%
        Zero          One      Tw o        Three          Four             Five     Six         Seven       Eight    Nine       Ten

                                                                                                      50%
100%   0.02
                  0.00       0.00    0.00                 0.00           0.00
                                     0.03   0.04                  0.03
       0.01
                                                   0.06
                             0.08
                                                                                 0.09

                                            0.07
                                                                          0.17
90%                                                                                     0.20
       0.18                                        0.11
                                                                  0.19
                                                          0.28
                  0.31

                                                                                 0.18
80%
                             0.31

                                     0.47


70%                                                                                     0.20



                                            0.48
                                                   0.40

60%
                                                                         0.50




                                                          0.40    0.53
50%                                                                              0.45




40%    0.80                                                                             0.40



                  0.69


                             0.62
30%

                                     0.50

        3=Extremely Difficult”                     0.43
20%                                         0.41


          2=Very Difficult                                0.32
                                                                         0.33

                                                                                 0.27
                                                                  0.25

10%     1=Somewhat Difficult                                                            0.20



        Unimpaired
 0%
       Zero      One         Tw o   Three   Four   Five   Six    Seven   Eight   Nine   Ten
Change 5: Know Clinicians Limitations

  How Often


  What method?
Comment: Frequency of cancer specialists
n=226   enquiry about depression/distress from
        Mitchell et al (2008)
Cancer Staff                                                                        Psychiatrists
           Current Method (n=226)

                                Other/Uncertain
                                      9%                                                                    Other/Uncertain
   ICD10/DSMIV                                                                                                    2%
        0%                                                                 ICD10/DSMIV
                                                                               13%
Short QQ
  3%




             1,2 or 3 Sim ple
                    QQ
                   15%
                                                                                                                              Clinical Skills
                                                                Use a QQ                                                          Alone
                                                                  15%                                                              55%
                                              Clinical Skills
                                                  Alone
                                                   73%                                   1,2 or 3 Sim ple
                                                                                                QQ
                                                                                               15%




                                                                                 Comment: Current preferred method of eliciting
                                                                                 symptoms of distress/depression
Cancer Staff                                           Psychiatrists
              Ideal Method (n=226)

                                                                                          Effective?

                                                                       Long QQ
                                                                         8%


                           Clinical Skills                                       Clinical Skills
                               Alone                                                 Alone
               Algorithm                                                              20%
                                17%
                  26%
                                                       ICD10/DSMIV
                                                           24%



ICD10/DSMIV                                                                               1,2 or 3 Sim ple
    0%                              1,2 or 3 Sim ple                                             QQ
                                           QQ                                                   24%
               Short QQ                   34%
                 23%
                                                                     Short QQ
                                                                       24%




                                                         Comment: “Ideal” method of eliciting
                                                         symptoms of distress/depression according
                                                         to clinician
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
Low confidence = more cautious, fewer false positives, more false negatives                              p180
1.00       Post-test Probability


0.90



0.80



0.70



0.60


                                                                                                                   Ave Confidence+
0.50
                                                                                                                   Ave Confidence-

0.40                                                                                                               Baseline Probability

                                                                                                                   Above Ave Confidence+

0.30
                                                                                                                   Above Ave Confidence-

                                                                                                                   High Confidence+
0.20
                                                                                                                   High Confidence-


0.10


                                                                                                                              Pre-test Probability
0.00
       0                           0.1       0.2         0.3          0.4         0.5         0.6        0.7         0.8              0.9            1




                                                               High confidence = less cautious, more false positives, low false negatives
Change 6: Screening Evolves

  Ultra-short


  Brief


  Lengthy (conventional)
Comment: This is a reminder of the
structure of the HADS scale, this version
adapter for cancer.
Validity of HADS vs depression (DSMIV)

   SE    71.6% (68.3)

   SP    82.6% (85.7)

   Prev 13%

   PPV   38%

   NPV 95%
Somatic Bias in Mood Scales
General                         Physical

                                                                                               Trained


                                                      Self-Report


                                                                                                         Confident
                                                                                                          Skilled
                                                                                   Clinician
                                                                                    Alone
    Signs of
      DS
       6


                                            Depression                                                      DISCS

                 Observation                Screening
Stroke Aphasic                               methods                                   Visual
  Depression
     Scale
     21/10                                                                                                   VA-SES


                                                                            SMILEY
                                                                                               ET/DT


                                                                 YALE

                                          Interview


                               HAMD-D
                                 17                     MADRAS
                                                          10
Validity of Methods to Evaluate Depression



  Unassisted Clinician                          Conventional Scales

Untrained       Trained      Ultra-Short (<5)      Short (5-10) Long (10+)
British Journal of Cancer (2007) 96, 868 – 874
Validity of DT vs depression (DSMIV)

   SE      80%

   SP      60%

   PPV     32%

   NPV     93%
Tools Compared_Palliative and Non-Palliative
1.00
           Post-test Probability


0.90



0.80



0.70



0.60



0.50

                                                                                   1Q+
                                                                                   1Q-
0.40                                                                               Baseline Probability
                                                                                   HADS-D+
                                                                                   HADS-D-
0.30                                                                               HADS-T+
                                                                                   HADS-T-
                                                                                   BDI+
                                                                                   BDI-
0.20                                                                               HADS-A+
                                                                                   HASD-A-
                                                                                   DT+
0.10                                                                               DT-


                                                                                      Pre-test Probability
0.00
       0                           0.1   0.2   0.3   0.4   0.5   0.6   0.7   0.8             0.9             1
Tools Compared in Palliative Alone
1.00       Post-test Probability



0.90



0.80



0.70



0.60


                                                                             HADS-D+
0.50                                                                         HADS-D-
                                                                             Baseline Probability
                                                                             2Q+
0.40
                                                                             2Q-
                                                                             EPDS+
0.30
                                                                             EPDS-
                                                                             1Q+

0.20                                                                         1Q-



0.10


                                                                                       Pre-test Probability
0.00
       0                           0.1   0.2   0.3   0.4   0.5   0.6   0.7   0.8            0.9               1
Change 7: Underserved needs
Underserved populations




                      More preferred to receive
                      sensitive information from their
                      general practitioner (BSA 62.5%
                      versus 33%
DT vs DSMIV Depression
                SE      SP      PPV     NPV

DTma            80.9%   60.2%   32.8%   92.9%



DTLeicesterBW   82.4%   68.6%   28.0%   98.3%

DTLeicesterBSA 100%     59.6%   26.8%   100%




BSA = British South Asian
BW= British White
Change 8: Help Appears!
Vs            DT    DepT
HADS-A




AUC:
DT=0.82
DepT=0.84
AnxT=0.87    AnxT   AngT
AngT=0.685
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%
Change 9: Implementation RCTs

  What can enhance detection?
Comment: Slide illustrates actual gain in
meta-analysis of screening
implementation in primary care
Pre-Post Screen - Distress
                               Before                  After

Sensitivity of                 49.7%                   55.8% =>+5%

Specificity of                 79.3%                   79.8% =>+1%

PPV was                        67.3%                   70.9% =>+4%

NPV was                        64.1%                   67.2% =>+3%

There was a non-significant trend for improve detection sensitivity (Chi² =
  1.12 P = 0.29).
Qualitative Aspects
DISTRESS

 43% of CNS reported the tool helped them talk with the patient
 about psychosocial issues esp in those with distress

 28% said it helped inform their clinical judgement


DEPRESSION

 38% of occasions reported useful in improving communication.

 28.6% useful for informing clinical judgement
Screen
      Routine vs At-Risk vs Identified




Low                                          High



??                                       Desire for Help


                                 Meetable Unmet Needs



                                     Follow-up Care
Next Step              269 Nurse-patient
                          interactions



      Helped 65 (24%)                Not Helped 204 (76%)



       Referred 23 (8.6%)             Declined Helped 20 (7.4%)


                                     No Unmet Needs 34 (12.6%)



                                      Unmet Needs 150 (55.8%)


                        p179
What is QUICATOUCH?
Quick, Individually Customised Assessment using TOUCHscreens
Prevalence over time

                            35

                            30
% patients over threshold




                                                                                 Distress
                            25
                                                                                 Pain
                            20

                            15

                            10

                             5

                             0
                                 1    2     3         4           5        6     7          8
                                                   Quarter of screening


                                          First occasion of screening (n=4543)
Change 10: Symptom Research Back to Basics
                            Back to Basics
Clinical      Clinical      Overall
Test                                    Sensitivity   Specificity   PPV     NPV     Utility (+)   Utility (‐)   Correct
little interest or pleasure in doing    73.5%         69.9%         50.8%   86.2%   Poor          Average       70.97
things                                                                              (0.374)       (0.602)
Feeling down, depressed or              83.7%         61.7%         48.1%   90.0%   Poor          Average       68.28
hopeless                                                                            (0.403)       (0.555
                                        86.7%         92.6%         83.2%   94.3%   Good          Excellent     90.86
Trouble falling or staying asleep or
                                                                                    (0.722        (0.873
sleeping too much
                                        81.9%         83.7%         68.0%   91.6%   Average       Good          83.15
Feeling tired or having little energy                                               (0.557)       (0.767)
                                        59.6%         89.3%         70.2%   83.9%   Poor          Good          80.47
Poor appetite or overeating                                                         (0.419)       (0.749)
Feeling bad about yourself or that      54.2%         85.5%         61.2%   81.5%   Poor          Good          76.16
you are a failure                                                                   (0.332)       (0.697)
Trouble concentrating on things         69.3%         76.5%         55.6%   85.5%   Poor          Good          74.37
such as reading                                                                     (0.385)       (0.65)4
Thoughts that would be better off       19.3%         96.9%         72.7%   73.9%   Poor          Good          73.84
dead                                                                                (0.140)       (0.717)
                                        100%          91.6%         83.4%   100%    Excellent     Excellent     94.09
Optimal two‐stage combination of
                                                                                    (0.834)       (0.916)
items
Whole Sample            Palliative Patients    Non-Palliative Patients
Symptom                          MDD            No MDD   MDD           No MDD   MDD         No MDD
little interest or pleasure in
                                 69.0%          7.80%    88.0%         9.93%    58.7%** 6.8%
doing things
Feeling down, depressed or
                                 73.2%          6.60%    80.0%         7.95%    69.6%       6.0%
hopeless
Trouble falling or staying
                                 85.9%          23.00%   88.0%         23.18%   84.8%       22.9%
asleep or sleeping too much



Feeling tired or having little
                                 94.4%          27.30%   92.0%         24.50%   95.7%       28.6%
energy
Poor appetite or overeating
                                 81.7%          17.00%   88.0%         18.54%   78.3%       16.4%
Feeling bad about yourself
                                 88.7%          17.20%   80.0%         19.21%   93.5%*      16.4%
or that you are a failure


Trouble concentrating on
                                 77.5%          6.40%    84.0%         8.61%    73.9%       5.4%
things such as reading



Moving or speaking so
                                 84.5%          19.50%   88.0%         23.84%   82.6%       17.6%
slowly
Thoughts that would be
                                 35.2%          3.90%    24.0%         3.31%    41.3%       4.2%
better off dead
Most Useful Diagnostic Symptoms for Depression in..

ONCOLOGY SETTINGS                                        PALLIATIVE SETTINGS

1 Trouble concentrating                                  1. little interest or pleasure in doing
                                                         things
2 Feeling down depressed or                              2. Trouble concentrating on things
hopeless                                                 such as reading the
3 Feeling bad about yourself or that                     3. Feeling down depressed or
you are a failure                                        hopeless
4 little interest or pleasure in doing                   4. Poor appetite or overeating
things
5 Moving or speaking so slowly that                      5. Feeling tired or having little
other people could have noticed                          energy


                                                         Trouble falling or staying asleep or sleeping too much
Thoughts that would be better off dead or of             Feeling bad about yourself or that you are a failure
Poor appetite or overeating                              Moving or speaking so slowly that other people could
                                                         have noticed
Trouble falling or staying asleep or sleeping too much
                                                         Thoughts that would be better off dead or of
Feeling tired or having little energy
Change 11: Intervention Research
Future of Psycho-oncology 2011
                          2011




We have to address to basics first

We have to work collaboratively clinicians & researchers

We have to put the patient at the centre

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POCOG - The Future of Psycho-Oncology (Aug 2011)

  • 1. The Future of Psycho-oncology: The Future of Psycho-oncology: Research & Clinical Research & Clinical Alex Mitchell www.psycho-oncology.info Department of Cancer & Molecular Medicine, University of Leicester Department of Liaison Psychiatry, Leicester General Hospital University of Sydney POCOG August 2011 University of Sydney POCOG August 2011
  • 2. Hewitt Journal of Clinical Oncology, Vol 20, Issue 23, 2002: 4581-4590 40 % Receiving Any treatment for Mental Health 34.6 35 32.7 Cancer n=4878 No Cancer n=90,737 30 25 19.1 20 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 75+ s rs rs rs ti o n ie n t on ti o n ti o n H ea H ea y ea y ea y ea d it i n di P at n di n di l Il l l Il l 44 64 74 co n l co l co l co All nt a n ta 18- 45- 65- d i ca ca l d i ca d i ca Me Me edi me me me No cm n ic n ic n ic o ni hro hro hro c hr 1c 2c 3c No
  • 3. Are you doing anything on your own for your mental stress, worry, or m changes? ood Do you feel your cancer care teamhas provided the education or support you need? At your last visit, did a m ber of your cancer care teamask you about m em ental stress, worry, or m changes? ood Were you given suggestions, other than taking medications, by your cancer care team? Were you offered a visit with a: Mental health provider, like a therapist, counselor, psychologist or psychiatrist? Have you been given medicines to take for mental stress, worry, or m changes? ood Over the past month, have you talked with your cancer care teamabout distress? If taking treatm has anyone fromyour cancer care teamasked you how well the treatm ent ent was working? Have you been sent to see another health care provider for treatm for your m ent ental stress, worry, or m changes? ood Have you received any treatm for m ent ental stress, worry, or m changes over the last ood m onth Are you currently seeing a: Pastoral care provider, like a chaplain, priest, or rabbi? 0 10 20 30 40 50 60 70 80 Cella (2008) Suport Care Cancer. 2008 Feb;16(2):151-9. Epub 2007 Jul
  • 4. What about preventive cancer care? Do our vulnerable patients get enhanced access?
  • 5. Mammography & MI Summary meta-analysis plot [random effects] Carney & Jones (2006) [mod mental illness] 0.620 (0.590, 0.660) Carney & Jones (2006) [mild mental illness] 0.980 (0.950, 1.010) OR 0.69 (95% CI = 0.62 to 0.77) Carney & Jones (2006) [severe mental illness] Carney & Jones (2006) [low severity] 0.380 (0.330, 0.430) 0.930 (0.890, 0.970) P < 0.0001 Carney & Jones (2006) [medium severity] Carney & Jones (2006) [high severity] 0.630 (0.570, 0.690) 0.340 (0.280, 0.420) N=29 Carney & Jones (2006) [low severity] 0.590 (0.450, 0.780) Carney & Jones (2006) [high severity] 0.560 (0.260, 1.210) Carney & Jones (2006) [medium severity] 0.470 (0.330, 0.670) Chochinov et al (2009) 0.640 (0.580, 0.710) Druss et al (2002) 0.780 (0.670, 0.910) Druss et al (2002) [dual diagnosis] 0.520 (0.340, 0.790) Druss et al (2008) [depression] 0.820 (0.790, 0.847) Druss et al (2008) [primary care] 1.350 (1.160, 1.610) Druss et al (2008) [specialist] 0.820 (0.690, 0.970) Green and Pope (2000) 1.370 (1.040, 1.810) Iezzoni et al (2001) 0.600 (0.400, 1.100) Lasser et al (2003) 0.350 (0.240, 0.510) Lindamer et al (2003) 0.040 (0.002, 0.250) Patten et al (2009) 0.800 (0.400, 1.600) Peytremann- Bridevaux et al (2008) 1.000 (0.800, 1.200) Pirraglia et al (2004) [severe depression] 0.840 (0.730, 0.970) Pirraglia et al (2004) [moderate depression] 1.010 (0.860, 1.180) Stecker et al (2007) 0.867 (0.662, 1.130) Werneke et al. (2006) [any mental illness] 0.910 (0.800, 1.040) Werneke et al. (2006) [severe mental illness] 0.400 (0.290, 0.550) Werneke et al. (2006) [psychosis] 0.330 (0.180, 0.610) masterton et al (2010) 0.670 (0.420, 1.075) Ludman et al (2010) 0.490 (0.310, 0.760) combined 0.692 (0.624, 0.768) 0.001 0.01 0.1 0.2 0.5 1 2 odds ratio (95% confidence interval)
  • 6. What is Changing? Demographics Clinician Expectations Patient Involvement
  • 7. Lower Emphasis Depression (MDD, DSMIV) Psychiatrist Judgement vs patient opinion Ineffective interventions Communication over Trust (diagnosis alone) Palliative differences without evidence
  • 8. Increased Emphasis Early intervention & prevention Screening Implementation > Validity Distress (esp longitudinal) Outreach and primary care PROMs Peer support and SMI models of care
  • 9. For the Future Anxiety disorders, Anger, Irritability, Adjustment Unpopular depressions (MnDD, ADD, Dysthymia) Function and QoL will be re-invented Psychosocial input into Rehabilitation approaches Acceptable Screening with intervention (RCTs) Symptom Research (back to basics)
  • 10. Psycho-oncology is Growing! 2010 1990 Depression 143 12 Distress 121 14 Screening 1700 481 Communication 148 38
  • 11. Change 1: Epidemiology of Cancer Survival Prevalence
  • 12. 5 Year Survival in US Cancers (2008 American Cancer Society, Atlanta) 100 90 80 1975-1977 70 1984-1986 1996-2004 60 Change 50 40 30 20 10 0 a r us a ia te on y e) s as m de om om i te r em ta al va ch tu ol re ad ls ph m os ec an C O on nc uk bl (fe Al lym Pr R el br Pa Le y M ar st d in ea an rin gk Br U ng od Lu -H on N Annual report to the national of status of cancer 1975 – 2005 J Natl Cancer Inst 2008;100: 1672 – 1694
  • 13. 10.9million incident cases (1mi breast, lung colorectal); 25mi prevalent cases
  • 14. Australian Bureau of Statistics
  • 15. Change 2: Clinician Behaviour Information Assisted decision making
  • 16. Information In 1961 90% of US doctors indicated a preference for not telling a diagnosis of cancer. In 1979 97% indicated a preference for revealing a diagnosis of cancer. Novack DH, Plumer R, Smith RL, et al. Changes in physicians’ attitudes toward telling the cancer patient. JAMA 1979; 241: 897–900.
  • 17. The oncologists were 32% accurate in predicting survival and overestimated survival 42% of the time Psychooncology. 2011 Feb;20(2):213-8. doi: 10.1002/pon.1727. Patient and oncologist estimates of survival in advanced cancer patients. Steven Kao SC, Butow P, Bray V, Clarke SJ, Vardy J.
  • 18. J Clin Oncol. 2011 May 20;29(15):2077-84. Epub 2011 Apr 11. Supporting treatment decision making in advanced cancer: a randomized trial of a decision aid for patients with advanced colorectal cancer considering chemotherapy. Natasha Leighl NB, Shepherd HL, Butow PN
  • 19. Change 3: Clear Evidence Base Prevalence of depression Relative risk of depression
  • 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. Prevalence of depression in Palliative settings 24 studies involving 4007 individuals 16.9% (95% CI = 13.2% to 20.3%) Proportion meta-analysis plot [random effects] Lloyd-Williams et al (2007) 0.30 (0.24, 0.36) 14% major 9% minor adj 15% anx 10% Jen et al (2006) 0.27 (0.19, 0.36) Lloyd-Williams et al (2003) 0.27 (0.17, 0.39) Payne et al (2007) 0.26 (0.19, 0.33) Desai et al (1999) [late] 0.25 (0.10, 0.47) Hopwood et al (1991) 0.25 (0.16, 0.36) Lloyd-Williams et al (2001) 0.22 (0.14, 0.31) Minagawa et al (1996) 0.20 (0.11, 0.34) Meyer et al (2003) 0.20 (0.10, 0.35) Breitbart et al (2000) 0.18 (0.11, 0.28) Le Fevre et al (1999) 0.18 (0.10, 0.28) Chochinov et al (1994) 0.17 (0.11, 0.24) Kelly et al (2004) 0.14 (0.06, 0.26) Wilson et al (2007) 0.13 (0.10, 0.17) Chochinov et al (1997) 0.12 (0.08, 0.18) Wilson et al (2004) 0.12 (0.05, 0.22) Love et al (2004) 0.07 (0.04, 0.11) Kadan-Lottich et al (2005) 0.07 (0.04, 0.11) Akechi et al (2004) 0.07 (0.04, 0.11) Maguire et al (1999) 0.05 (0.01, 0.14) combined 0.17 (0.13, 0.21) 0.0 0.2 0.4 0.6 proportion (95% confidence interval)
  • 22. 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)
  • 23. Depression in LTCS vs healthy controls Relative risk meta-analysis plot (random effects) Bergdahl et al (2005) 0.76 (0.33, 1.53) Bruce et al (2002) 0.77 (0.47, 1.24) Stek et al (2004) 0.88 (0.50, 1.49) Tsai et al (2007) 1.48 (0.74, 2.03) Tsai et al (2005) 0.85 (0.35, 1.73) Rasic et al (2008) 0.99 (0.74, 1.32) Pirl et al (2009) 0.79 (0.52, 1.17) Dahl et al (2005) 0.96 (0.82, 1.13) Ramsey et al (2002) 1.42 (0.99, 2.03) Keating et al (2005) 1.00 (0.86, 1.16) Khan et al (2010) 1.08 (1.04, 1.13) Thorsen et al (2005) 1.06 (0.89, 1.26) Vistad et al (2007) 1.94 (0.95, 3.87) Kim et al (2010) 0.72 (0.63, 0.82) Ellman et al (1995) 0.58 (0.34, 0.98) combined [random] 0.97 (0.86, 1.09) 0.2 0.5 1 2 5 relative risk (95% confidence interval)
  • 24. Change 4: Distress 6th Vital sign Patient Opinion
  • 25. Distress thermometer - Please circle the number (0-10) that best describes how much distress you have been experiencing in the past week, including today. - What phone number would you like us to contact you on if necessary? Practicaltick WHICH of the following is a cause of distress: Please Problems Spiritual/ Religious Concerns Physical Problems contd… Childcare Loss of faith Changes in Urination Housing Relating to God Fevers Money Loss of meaning or purpose Skin dry/ itchy in life Transport Nose dry/ congested Work/School Physical problems Tingling in hands/ feet Pain Metallic taste in mouth Family Problems Nausea Feeling swollen Dealing with partner Fatigue Sexual Dealing with children Sleep Hot flushes Getting around Emotional Problems Bathing/ Dressing Depression Breathing Fears Mouth sores Is there anything important you would like to add to the list? Nervousness Eating ___________________________ Sadness Indigestion ___ ___________________________ Worry Constipation ___ Anger Diarrhoea ___________________________ ___
  • 26. Ransom Tuinman Mitchell Lord Hoffman Gessler Clover Jacobsen Proporti Score 2006 2008 2009 2010 2004 2009 2009 2005 Sum on Zero 68 38 61 123 14 27 65 71 467 18.4% One 72 31 42 68 5 26 39 46 329 12.9% Two 77 22 35 44 5 18 30 54 285 11.2% Three 65 37 42 46 8 23 45 46 312 12.3% Four 51 29 29 30 8 7 21 31 206 8.1% Five 41 46 62 40 11 13 41 48 302 11.9% Six 38 32 23 28 2 16 26 31 196 7.7% Seven 36 21 23 38 2 15 32 16 183 7.2% Eight 18 12 18 29 6 9 19 15 126 5.0% Nine 16 5 8 14 3 3 13 9 71 2.8% Ten 9 4 7 20 4 0 9 13 66 2.6% Sum 491 277 350 480 68 157 340 380 2543 Proportion 19.3% 10.9% 13.8% 18.9% 2.7% 6.2% 13.4% 14.9%
  • 27. Proportion 20.0% Insignificant Minim al Mild Moderate Severe 18.0% 16.0% 14.0% 12.0% 10.0% 18 .4 % 8.0% 6.0% 12 .9 % 12 . 3 % 11.9 % p124 11.2 % 4.0% 8 .1% 7.7% 7.2 % 5. 0 % 2.0% 2 .8 % 2 .6 % 0.0% Zero One Tw o Three Four Five Six Seven Eight Nine Ten 50%
  • 28. 100% 0.02 0.00 0.00 0.00 0.00 0.00 0.03 0.04 0.03 0.01 0.06 0.08 0.09 0.07 0.17 90% 0.20 0.18 0.11 0.19 0.28 0.31 0.18 80% 0.31 0.47 70% 0.20 0.48 0.40 60% 0.50 0.40 0.53 50% 0.45 40% 0.80 0.40 0.69 0.62 30% 0.50 3=Extremely Difficult” 0.43 20% 0.41 2=Very Difficult 0.32 0.33 0.27 0.25 10% 1=Somewhat Difficult 0.20 Unimpaired 0% Zero One Tw o Three Four Five Six Seven Eight Nine Ten
  • 29. Change 5: Know Clinicians Limitations How Often What method?
  • 30. Comment: Frequency of cancer specialists n=226 enquiry about depression/distress from Mitchell et al (2008)
  • 31. Cancer Staff Psychiatrists Current Method (n=226) Other/Uncertain 9% Other/Uncertain ICD10/DSMIV 2% 0% ICD10/DSMIV 13% Short QQ 3% 1,2 or 3 Sim ple QQ 15% Clinical Skills Use a QQ Alone 15% 55% Clinical Skills Alone 73% 1,2 or 3 Sim ple QQ 15% Comment: Current preferred method of eliciting symptoms of distress/depression
  • 32. Cancer Staff Psychiatrists Ideal Method (n=226) Effective? Long QQ 8% Clinical Skills Clinical Skills Alone Alone Algorithm 20% 17% 26% ICD10/DSMIV 24% ICD10/DSMIV 1,2 or 3 Sim ple 0% 1,2 or 3 Sim ple QQ QQ 24% Short QQ 34% 23% Short QQ 24% Comment: “Ideal” method of eliciting symptoms of distress/depression according to clinician
  • 33. 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
  • 34. Low confidence = more cautious, fewer false positives, more false negatives p180 1.00 Post-test Probability 0.90 0.80 0.70 0.60 Ave Confidence+ 0.50 Ave Confidence- 0.40 Baseline Probability Above Ave Confidence+ 0.30 Above Ave Confidence- High Confidence+ 0.20 High Confidence- 0.10 Pre-test Probability 0.00 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 High confidence = less cautious, more false positives, low false negatives
  • 35. Change 6: Screening Evolves Ultra-short Brief Lengthy (conventional)
  • 36. Comment: This is a reminder of the structure of the HADS scale, this version adapter for cancer.
  • 37. Validity of HADS vs depression (DSMIV) SE 71.6% (68.3) SP 82.6% (85.7) Prev 13% PPV 38% NPV 95%
  • 38.
  • 39.
  • 40.
  • 41. Somatic Bias in Mood Scales
  • 42. General Physical Trained Self-Report Confident Skilled Clinician Alone Signs of DS 6 Depression DISCS Observation Screening Stroke Aphasic methods Visual Depression Scale 21/10 VA-SES SMILEY ET/DT YALE Interview HAMD-D 17 MADRAS 10
  • 43. Validity of Methods to Evaluate Depression Unassisted Clinician Conventional Scales Untrained Trained Ultra-Short (<5) Short (5-10) Long (10+)
  • 44. British Journal of Cancer (2007) 96, 868 – 874
  • 45. Validity of DT vs depression (DSMIV) SE 80% SP 60% PPV 32% NPV 93%
  • 46. Tools Compared_Palliative and Non-Palliative 1.00 Post-test Probability 0.90 0.80 0.70 0.60 0.50 1Q+ 1Q- 0.40 Baseline Probability HADS-D+ HADS-D- 0.30 HADS-T+ HADS-T- BDI+ BDI- 0.20 HADS-A+ HASD-A- DT+ 0.10 DT- Pre-test Probability 0.00 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1
  • 47. Tools Compared in Palliative Alone 1.00 Post-test Probability 0.90 0.80 0.70 0.60 HADS-D+ 0.50 HADS-D- Baseline Probability 2Q+ 0.40 2Q- EPDS+ 0.30 EPDS- 1Q+ 0.20 1Q- 0.10 Pre-test Probability 0.00 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1
  • 49. Underserved populations More preferred to receive sensitive information from their general practitioner (BSA 62.5% versus 33%
  • 50. DT vs DSMIV Depression SE SP PPV NPV DTma 80.9% 60.2% 32.8% 92.9% DTLeicesterBW 82.4% 68.6% 28.0% 98.3% DTLeicesterBSA 100% 59.6% 26.8% 100% BSA = British South Asian BW= British White
  • 51. Change 8: Help Appears!
  • 52.
  • 53.
  • 54. Vs DT DepT HADS-A AUC: DT=0.82 DepT=0.84 AnxT=0.87 AnxT AngT AngT=0.685
  • 55. 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%
  • 56. Change 9: Implementation RCTs What can enhance detection?
  • 57.
  • 58. Comment: Slide illustrates actual gain in meta-analysis of screening implementation in primary care
  • 59. Pre-Post Screen - Distress Before After Sensitivity of 49.7% 55.8% =>+5% Specificity of 79.3% 79.8% =>+1% PPV was 67.3% 70.9% =>+4% NPV was 64.1% 67.2% =>+3% There was a non-significant trend for improve detection sensitivity (Chi² = 1.12 P = 0.29).
  • 60. Qualitative Aspects DISTRESS 43% of CNS reported the tool helped them talk with the patient about psychosocial issues esp in those with distress 28% said it helped inform their clinical judgement DEPRESSION 38% of occasions reported useful in improving communication. 28.6% useful for informing clinical judgement
  • 61. Screen Routine vs At-Risk vs Identified Low High ?? Desire for Help Meetable Unmet Needs Follow-up Care
  • 62. Next Step 269 Nurse-patient interactions Helped 65 (24%) Not Helped 204 (76%) Referred 23 (8.6%) Declined Helped 20 (7.4%) No Unmet Needs 34 (12.6%) Unmet Needs 150 (55.8%) p179
  • 63. What is QUICATOUCH? Quick, Individually Customised Assessment using TOUCHscreens
  • 64. Prevalence over time 35 30 % patients over threshold Distress 25 Pain 20 15 10 5 0 1 2 3 4 5 6 7 8 Quarter of screening First occasion of screening (n=4543)
  • 65. Change 10: Symptom Research Back to Basics Back to Basics
  • 66.
  • 67. Clinical Clinical Overall Test Sensitivity Specificity PPV NPV Utility (+) Utility (‐) Correct little interest or pleasure in doing 73.5% 69.9% 50.8% 86.2% Poor Average 70.97 things (0.374) (0.602) Feeling down, depressed or 83.7% 61.7% 48.1% 90.0% Poor Average 68.28 hopeless (0.403) (0.555 86.7% 92.6% 83.2% 94.3% Good Excellent 90.86 Trouble falling or staying asleep or (0.722 (0.873 sleeping too much 81.9% 83.7% 68.0% 91.6% Average Good 83.15 Feeling tired or having little energy (0.557) (0.767) 59.6% 89.3% 70.2% 83.9% Poor Good 80.47 Poor appetite or overeating (0.419) (0.749) Feeling bad about yourself or that 54.2% 85.5% 61.2% 81.5% Poor Good 76.16 you are a failure (0.332) (0.697) Trouble concentrating on things 69.3% 76.5% 55.6% 85.5% Poor Good 74.37 such as reading (0.385) (0.65)4 Thoughts that would be better off 19.3% 96.9% 72.7% 73.9% Poor Good 73.84 dead (0.140) (0.717) 100% 91.6% 83.4% 100% Excellent Excellent 94.09 Optimal two‐stage combination of (0.834) (0.916) items
  • 68. Whole Sample Palliative Patients Non-Palliative Patients Symptom MDD No MDD MDD No MDD MDD No MDD little interest or pleasure in 69.0% 7.80% 88.0% 9.93% 58.7%** 6.8% doing things Feeling down, depressed or 73.2% 6.60% 80.0% 7.95% 69.6% 6.0% hopeless Trouble falling or staying 85.9% 23.00% 88.0% 23.18% 84.8% 22.9% asleep or sleeping too much Feeling tired or having little 94.4% 27.30% 92.0% 24.50% 95.7% 28.6% energy Poor appetite or overeating 81.7% 17.00% 88.0% 18.54% 78.3% 16.4% Feeling bad about yourself 88.7% 17.20% 80.0% 19.21% 93.5%* 16.4% or that you are a failure Trouble concentrating on 77.5% 6.40% 84.0% 8.61% 73.9% 5.4% things such as reading Moving or speaking so 84.5% 19.50% 88.0% 23.84% 82.6% 17.6% slowly Thoughts that would be 35.2% 3.90% 24.0% 3.31% 41.3% 4.2% better off dead
  • 69. Most Useful Diagnostic Symptoms for Depression in.. ONCOLOGY SETTINGS PALLIATIVE SETTINGS 1 Trouble concentrating 1. little interest or pleasure in doing things 2 Feeling down depressed or 2. Trouble concentrating on things hopeless such as reading the 3 Feeling bad about yourself or that 3. Feeling down depressed or you are a failure hopeless 4 little interest or pleasure in doing 4. Poor appetite or overeating things 5 Moving or speaking so slowly that 5. Feeling tired or having little other people could have noticed energy Trouble falling or staying asleep or sleeping too much Thoughts that would be better off dead or of Feeling bad about yourself or that you are a failure Poor appetite or overeating Moving or speaking so slowly that other people could have noticed Trouble falling or staying asleep or sleeping too much Thoughts that would be better off dead or of Feeling tired or having little energy
  • 71.
  • 72. Future of Psycho-oncology 2011 2011 We have to address to basics first We have to work collaboratively clinicians & researchers We have to put the patient at the centre