Personalized Psychiatry and Depression: The Role of Sociodemographic and Clinical Variables.
Antidepressants
Clinical markers
Depression
Drug targeting
Personalized medicine
Treatment outcome
Journal
Psychiatry investigation
ISSN: 1738-3684
Titre abrégé: Psychiatry Investig
Pays: Korea (South)
ID NLM: 101242994
Informations de publication
Date de publication:
Mar 2020
Mar 2020
Historique:
received:
28
10
2019
accepted:
14
01
2020
pubmed:
12
3
2020
medline:
12
3
2020
entrez:
12
3
2020
Statut:
ppublish
Résumé
Despite several pharmacological options, the clinical outcomes of major depressive disorder (MDD) are often unsatisfactory. Personalized psychiatry attempts to tailor therapeutic interventions according to each patient's unique profile and characteristics. This approach can be a crucial strategy in improving pharmacological outcomes in MDD and overcoming trial-and-error treatment choices. In this narrative review, we evaluate whether sociodemographic (i.e., gender, age, race/ethnicity, and socioeconomic status) and clinical [i.e., body mass index (BMI), severity of depressive symptoms, and symptom profiles] variables that are easily assessable in clinical practice may help clinicians to optimize the selection of antidepressant treatment for each patient with MDD at the early stages of the disorder. We found that several variables were associated with poorer outcomes for all antidepressants. However, only preliminary associations were found between some clinical variables (i.e., BMI, anhedonia, and MDD with melancholic/atypical features) and possible benefits with some specific antidepressants. Finally, in clinical practice, the assessment of sociodemographic and clinical variables considered in our review can be valuable for early identification of depressed individuals at high risk for poor responses to antidepressants, but there are not enough data on which to ground any reliable selection of specific antidepressant class or compounds. Recent advances in computational resources, such as machine learning techniques, which are able to integrate multiple potential predictors, such as individual/ clinical variables, biomarkers, and genetic factors, may offer future reliable tools to guide personalized antidepressant choice for each patient with MDD.
Identifiants
pubmed: 32160691
pii: pi.2019.0289
doi: 10.30773/pi.2019.0289
pmc: PMC7113177
doi:
Types de publication
Journal Article
Langues
eng
Pagination
193-206Références
J Affect Disord. 2014 Jul;163:81-7
pubmed: 24836092
JAMA. 2010 Jan 6;303(1):47-53
pubmed: 20051569
J Psychiatr Res. 2016 Jul;78:94-102
pubmed: 27089522
Curr Opin Psychiatry. 2018 Jan;31(1):17-25
pubmed: 29120914
J Affect Disord. 2019 May 1;250:419-424
pubmed: 30878654
Biol Psychiatry. 2010 Mar 1;67(5):439-45
pubmed: 20034615
J Affect Disord. 2009 Nov;118(1-3):147-54
pubmed: 19269691
Am J Psychiatry. 2008 Mar;165(3):342-51
pubmed: 18172020
Int J Neuropsychopharmacol. 2016 Apr 29;19(5):
pubmed: 26775293
Arch Gen Psychiatry. 2010 May;67(5):480-8
pubmed: 20439829
J Psychiatr Res. 2015 Feb;61:1-12
pubmed: 25586212
Epidemiol Psychiatr Sci. 2017 Feb;26(1):22-36
pubmed: 26810628
Behav Res Ther. 2019 Sep;120:103412
pubmed: 31233922
Depress Anxiety. 2014 Nov;31(11):941-51
pubmed: 25407584
Biol Psychiatry. 2017 May 1;81(9):807-814
pubmed: 26742925
Psychiatry Res. 2006 Jan 30;141(1):89-101
pubmed: 16321446
J Affect Disord. 2013 Jan 10;144(1-2):42-50
pubmed: 22840632
Can J Psychiatry. 2016 Sep;61(9):540-60
pubmed: 27486148
Am J Psychother. 1982 Oct;36(4):505-12
pubmed: 7158673
J Psychiatr Res. 2017 Jan;84:41-48
pubmed: 27693981
J Clin Psychiatry. 2009 Nov;70(11):1609-10
pubmed: 20031110
J Affect Disord. 1994 Nov;32(3):169-77
pubmed: 7852659
J Affect Disord. 2015 Mar 15;174:493-502
pubmed: 25554994
PLoS One. 2012;7(10):e48200
pubmed: 23110213
Psychol Med. 2012 May;42(5):967-80
pubmed: 21929846
Psychiatr Serv. 2011 Oct;62(10):1167-79
pubmed: 21969643
Am J Psychiatry. 2010 Mar;167(3):281-8
pubmed: 20008946
Psychopharmacology (Berl). 2018 Nov;235(11):3103-3113
pubmed: 30136143
Int J Neuropsychopharmacol. 2013 Nov;16(10):2219-34
pubmed: 23823799
Neurosci Biobehav Rev. 2011 Jan;35(3):537-55
pubmed: 20603146
J Affect Disord. 2012 Nov;140(3):253-9
pubmed: 22381949
Am J Psychiatry. 2000 Sep;157(9):1445-52
pubmed: 10964861
Prog Neuropsychopharmacol Biol Psychiatry. 2019 Jun 8;92:109-117
pubmed: 30611836
J Affect Disord. 2007 Apr;99(1-3):101-6
pubmed: 17010444
Prim Care Companion CNS Disord. 2014;16(3):
pubmed: 25317369
J Biol Regul Homeost Agents. 2014 Oct-Dec;28(4):795-9
pubmed: 25620189
Lancet Psychiatry. 2016 Mar;3(3):243-50
pubmed: 26803397
Am J Psychiatry. 2015 Aug 1;172(8):743-50
pubmed: 25815419
Am J Med. 2015 Sep;128(9 Suppl):S1-S15
pubmed: 26337210
World J Biol Psychiatry. 2019 Jul;20(6):427-448
pubmed: 31340696
Acta Psychiatr Scand. 2001 Feb;103(2):122-30
pubmed: 11167315
Psychiatr Q. 1998 Summer;69(2):117-25
pubmed: 9627929
J Womens Health. 1997 Jun;6(3):337-43
pubmed: 9201668
Front Psychiatry. 2018 Jul 06;9:290
pubmed: 30034349
Sci Rep. 2018 Apr 3;8(1):5530
pubmed: 29615645
Psychol Med. 2018 Apr;48(5):705-713
pubmed: 28967349
Annu Rev Clin Psychol. 2014;10:393-423
pubmed: 24471371
Am J Psychiatry. 2004 Feb;161(2):370-2
pubmed: 14754791
J Psychopharmacol. 2007 Jul;21(5):461-71
pubmed: 17050654
Proc Natl Acad Sci U S A. 2003 Nov 25;100(24):14293-6
pubmed: 14615578
J Clin Pharm Ther. 2007 Oct;32(5):415-28
pubmed: 17875106
Clin Psychopharmacol Neurosci. 2019 May 31;17(2):318-322
pubmed: 30905133
J Affect Disord. 2011 Oct;133(3):467-76
pubmed: 21601287
Arch Gen Psychiatry. 2007 Mar;64(3):327-37
pubmed: 17339521
Eur Neuropsychopharmacol. 2012 Mar;22(3):183-99
pubmed: 21920711
J Affect Disord. 2019 May 1;250:108-113
pubmed: 30851699
J Affect Disord. 2017 Oct 15;221:31-35
pubmed: 28628765
Harv Rev Psychiatry. 2008;16(4):225-34
pubmed: 18661365
J Clin Psychiatry. 2008 Dec;69(12):1847-55
pubmed: 19026268
J Clin Psychiatry. 2014 Jul;75(7):738-47
pubmed: 24912106
J Womens Health (Larchmt). 2005 Sep;14(7):609-16
pubmed: 16181017
J Clin Psychiatry. 2017 Feb;78(2):207-213
pubmed: 27035515
Philos Trans R Soc Lond B Biol Sci. 2013 Feb 25;368(1615):20120536
pubmed: 23440470
Prog Neuropsychopharmacol Biol Psychiatry. 2019 Apr 20;91:20-27
pubmed: 29601896
Neuron. 2019 Mar 6;101(5):779-782
pubmed: 30844398
Int J Neuropsychopharmacol. 2005 Mar;8(1):59-63
pubmed: 15361263
Psychoneuroendocrinology. 2015 Jan;51:219-26
pubmed: 25462895
Psychiatry Res. 1998 Jul 13;79(3):267-75
pubmed: 9704873
Eur Arch Psychiatry Clin Neurosci. 2011 Apr;261(3):147-56
pubmed: 20859636
J Psychiatry Neurosci. 2002 Jul;27(4):250-7
pubmed: 12174734
J Affect Disord. 2011 Jul;132(1-2):14-25
pubmed: 20863574
Am J Psychiatry. 2011 Jul;168(7):689-701
pubmed: 21536692
Asian J Psychiatr. 2017 Jun;27:101-111
pubmed: 28558878
Trends Neurosci. 2003 Sep;26(9):507-13
pubmed: 12948663
Int J Mol Sci. 2013 Jun 13;14(6):12458-83
pubmed: 23765220
J Clin Psychiatry. 2015 Feb;76(2):155-62
pubmed: 25742202
Eur Neuropsychopharmacol. 2016 Aug;26(8):1320-6
pubmed: 27211903
J Clin Psychopharmacol. 2005 Aug;25(4):318-24
pubmed: 16012273
J Clin Psychopharmacol. 1998 Dec;18(6):429-34
pubmed: 9864073
J Clin Psychiatry. 2005 Oct;66(10):1228-33
pubmed: 16259535
J Affect Disord. 2019 Jul 1;254:34-48
pubmed: 31103905
Br J Psychiatry. 2007 Apr;190:293-8
pubmed: 17401034
Early Interv Psychiatry. 2019 Aug 11;:
pubmed: 31402575
Ann Intern Med. 2011 Dec 6;155(11):772-85
pubmed: 22147715
J Clin Psychopharmacol. 2012 Aug;32(4):487-91
pubmed: 22722509
Int Clin Psychopharmacol. 2008 May;23(3):113-9
pubmed: 18408525
Am J Psychiatry. 2006 Jan;163(1):28-40
pubmed: 16390886
Neuropsychopharmacology. 2013 Dec;38(13):2598-606
pubmed: 23827886
J Affect Disord. 2015 Feb 1;172:96-102
pubmed: 25451401
J Affect Disord. 2015 Oct 1;185:76-80
pubmed: 26148463
Psychiatr Serv. 1998 Feb;49(2):239-40
pubmed: 9575014
Front Psychiatry. 2019 May 03;10:294
pubmed: 31130881
Biol Psychiatry. 2013 Apr 1;73(7):639-45
pubmed: 23228328
Int J Mol Sci. 2016 Jan 12;17(1):
pubmed: 26771598
Front Psychiatry. 2019 Feb 07;10:30
pubmed: 30792669
Psychol Med. 2019 Apr 26;:1-11
pubmed: 31023398
Psychol Med. 2019 Jan;49(1):49-54
pubmed: 30311597
Clin Psychol (New York). 2017 Jun;24(2):140-153
pubmed: 28924333
Psychiatry Res. 2010 Jul 30;178(2):230-5
pubmed: 20462641
Arch Gen Psychiatry. 2004 Aug;61(8):827-34
pubmed: 15289281
Front Psychiatry. 2017 Aug 14;8:148
pubmed: 28855878
J Clin Psychiatry. 2014 Jan;75(1):62-8
pubmed: 24345717
Aust N Z J Psychiatry. 2019 Aug;53(8):782-793
pubmed: 30880405
Br J Psychiatry Suppl. 1993 Sep;(21):30-4
pubmed: 8217065
J Clin Psychopharmacol. 2002 Feb;22(1):40-5
pubmed: 11799341
Transl Psychiatry. 2016 May 03;6:e799
pubmed: 27138798
Eur Neuropsychopharmacol. 2015 Oct;25(10):1532-43
pubmed: 26169573
Obes Res Clin Pract. 2017 Jan - Feb;11(1):1-10
pubmed: 27498907
J Affect Disord. 2004 Mar;78(3):235-41
pubmed: 15013248
J Natl Med Assoc. 2006 Mar;98(3):437-47
pubmed: 16573311
Am J Psychiatry. 1990 Sep;147(9):1189-94
pubmed: 2104515
Psychiatry Res. 2018 Jul;265:100-110
pubmed: 29702301
Depress Anxiety. 2013 Nov;30(11):1137-44
pubmed: 23723044
Am J Psychiatry. 2006 Nov;163(11):1905-17
pubmed: 17074942
J Affect Disord. 2019 Jan 15;243:503-515
pubmed: 30286415
Biol Psychiatry. 2018 Jul 15;84(2):82-84
pubmed: 31178063
Am J Psychiatry. 2002 Nov;159(11):1848-54
pubmed: 12411218
Int J Neuropsychopharmacol. 2014 Jan;17(1):1-8
pubmed: 23953038
J Psychopharmacol. 1999 Dec;13(4):406-14
pubmed: 10667618
Neuropsychiatr Dis Treat. 2011;7(Suppl 1):15-20
pubmed: 21750624
J Psychopharmacol. 2015 May;29(5):596-607
pubmed: 25691504
BMC Public Health. 2016 Oct 19;16(1):1098
pubmed: 27760538
JAMA. 2013 Aug 14;310(6):591-608
pubmed: 23842577
Biol Psychiatry. 2011 Nov 15;70(10):962-8
pubmed: 21867991
J Affect Disord. 2018 Jul;234:34-37
pubmed: 29522941
J Psychiatr Pract. 2006 Jul;12(4):205-13
pubmed: 16883145
Int J Neuropsychopharmacol. 2010 Feb;13(1):15-30
pubmed: 19341509
J Affect Disord. 2011 Jul;132(1-2):112-20
pubmed: 21411156
Neuropsychiatr Dis Treat. 2017 Sep 20;13:2447-2456
pubmed: 29033570
J Affect Disord. 2014 Jun;161:123-6
pubmed: 24751319
CNS Spectr. 2019 Feb;24(1):64-77
pubmed: 30472971
J Affect Disord. 2006 Oct;95(1-3):119-23
pubmed: 16782204
Med Care. 2007 Nov;45(11):1043-51
pubmed: 18049344
Psychol Med. 2019 May;49(7):1118-1127
pubmed: 29962359
J Affect Disord. 2009 Jul;116(1-2):4-11
pubmed: 19007996
Depress Anxiety. 2010;27(1):56-62
pubmed: 19960492
Transl Psychiatry. 2018 Sep 10;8(1):189
pubmed: 30202011