From PLoS Medicine  a peer review open access journal 
                           At http://medicine.plosjournals.org/perlserv/?request=get-document&doi=10.1371/journal.pmed.0050045 
                            
                           Initial Severity and Antidepressant Benefits: A Meta-Analysis of Data Submitted to the Food and Drug
                           Administration
                            
                           Irving Kirsch1*, Brett J. Deacon2, Tania B. Huedo-Medina3, Alan Scoboria4, Thomas J. Moore5, Blair T. Johnson3 
                           1 Department of Psychology, University of Hull, Hull, United Kingdom, 2 University of Wyoming, Laramie, Wyoming, United States
                           of America, 3 Center for Health, Intervention, and Prevention, University of Connecticut, Storrs, Connecticut, United States of
                           America, 4 Department of Psychology, University of Windsor, Windsor, Ontario, Canada, 5 Institute for Safe Medication Practices, Huntingdon Valley, Pennsylvania, United States of America 
                            
                           Background 
                           Meta-analyses of antidepressant medications have reported only modest benefits over placebo
                           treatment, and when unpublished trial data are included, the benefit falls below accepted criteria for clinical significance.
                           Yet, the efficacy of the antidepressants may also depend on the severity of initial depression scores. The purpose of this
                           analysis is to establish the relation of baseline severity and antidepressant efficacy using a relevant dataset of published
                           and unpublished clinical trials.
                           Methods and Findings 
                           We obtained data on all clinical trials submitted to the US Food and Drug Administration (FDA)
                           for the licensing of the four new-generation antidepressants for which full datasets were available. We then used meta-analytic
                           techniques to assess linear and quadratic effects of initial severity on improvement scores for drug and placebo groups and
                           on drug–placebo difference scores. Drug–placebo differences increased as a function of initial severity, rising
                           from virtually no difference at moderate levels of initial depression to a relatively small difference for patients with very
                           severe depression, reaching conventional criteria for clinical significance only for patients at the upper end of the very
                           severely depressed category. Meta-regression analyses indicated that the relation of baseline severity and improvement was
                           curvilinear in drug groups and showed a strong, negative linear component in placebo groups.
                           Conclusions 
                           Drug–placebo differences in antidepressant efficacy increase as a function of baseline
                           severity, but are relatively small even for severely depressed patients. The relationship between initial severity and antidepressant
                           efficacy is attributable to decreased responsiveness to placebo among very severely depressed patients, rather than to increased
                           responsiveness to medication.
                            
                           Funding: The authors received no specific funding for
                           this study..
                           Competing Interests: IK has received consulting fees from Squibb and Pfizer. BJD, TBH, AS, TJM, and BTJ have no
                           competing interests.
                           Academic Editor: Phillipa Hay, University of Western
                           Sydney, Australia
                           Citation: Kirsch I, Deacon BJ, Huedo-Medina
                           TB, Scoboria A, Moore TJ, et al. (2008) Initial Severity and Antidepressant Benefits: A Meta-Analysis of Data Submitted
                           to the Food and Drug Administration. PLoS Med 5(2): e45 doi:10.1371/journal.pmed.0050045
                           Received: January 23, 2007; Accepted: January 4, 2008; Published:
                           February 26, 2008 
                           Copyright: © 2008 Kirsch et al. This is an open-access
                           article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution,
                           and reproduction in any medium, provided the original author and source are credited.
                           Abbreviations: d, standardized mean difference; FDA, US Food and Drug Administration; HRSD, Hamilton Rating Scale of
                           Depression; LOCF, last observation carried forward; NICE, National Institute for Clinical Excellence; SDc, standard deviation of the change score
                           *
                           To whom correspondence should be addressed. E-mail: i.kirsch@hull.ac.uk
                           
                           Background.
                           Everyone feels miserable occasionally. But for some people—those with
                           depression—these sad feelings last for months or years and interfere with daily life. Depression is a serious medical
                           illness caused by imbalances in the brain chemicals that regulate mood. It affects one in six people at some time during their
                           life, making them feel hopeless, worthless, unmotivated, even suicidal. Doctors measure the severity of depression using the
                           “Hamilton Rating Scale of Depression” (HRSD), a 17–21 item questionnaire. The answers to each question are
                           given a score and a total score for the questionnaire of more than 18 indicates severe depression. Mild depression is often
                           treated with psychotherapy or talk therapy (for example, cognitive–behavioral therapy helps people to change negative
                           ways of thinking and behaving). For more severe depression, current treatment is usually a combination of psychotherapy and
                           an antidepressant drug, which is hypothesized to normalize the brain chemicals that affect mood. Antidepressants include “tricyclics,”
                           “monoamine oxidases,” and “selective serotonin reuptake inhibitors” (SSRIs). SSRIs are the newest
                           antidepressants and include fluoxetine, venlafaxine, nefazodone, and paroxetine.
                           Why Was This Study
                           Done?
                           Although the US Food and Drug Administration (FDA), the UK National Institute
                           for Health and Clinical Excellence (NICE), and other licensing authorities have approved SSRIs for the treatment of depression, some doubts remain about their clinical efficacy. Before an antidepressant is approved
                           for use in patients, it must undergo clinical trials that compare its ability to improve the HRSD scores of patients with
                           that of a placebo, a dummy tablet that contains no drug. Each individual trial provides some information about the new drug's
                           effectiveness but additional information can be gained by combining the results of all the trials in a “meta-analysis,”
                           a statistical method for combining the results of many studies. A previously published
                           meta-analysis of the published and unpublished trials on SSRIs submitted to the FDA during licensing has indicated that these
                           drugs have only a marginal clinical benefit. On average, the SSRIs improved the
                           HRSD score of patients by 1.8 points more than the placebo, whereas NICE has defined a significant clinical benefit for antidepressants
                           as a drug–placebo difference in the improvement of the HRSD score of 3 points. However, average improvement scores
                           may obscure beneficial effects between different groups of patient, so in the meta-analysis in this paper, the researchers
                           investigated whether the baseline severity of depression affects antidepressant efficacy.
                           What Did the Researchers
                           Do and Find?
                           The researchers obtained data on all the clinical trials submitted to the
                           FDA for the licensing of fluoxetine, venlafaxine, nefazodone, and paroxetine. They then used meta-analytic techniques to investigate
                           whether the initial severity of depression affected the HRSD improvement scores for the drug and placebo groups in these trials.
                           They confirmed first that the overall effect of these new generation of antidepressants
                           was below the recommended criteria for clinical significance. Then they showed that there was virtually no difference in the
                           improvement scores for drug and placebo in patients with moderate depression and only a small and clinically insignificant
                           difference among patients with very severe depression. The difference in improvement between the antidepressant and placebo
                           reached clinical significance, however, in patients with initial HRSD scores of more
                           than 28—that is, in the most severely depressed patients. Additional analyses indicated that the apparent clinical
                           effectiveness of the antidepressants among these most severely depressed patients reflected a decreased responsiveness to
                           placebo rather than an increased responsiveness to antidepressants.
                           What Do These Findings
                           Mean?
                           These findings suggest that, compared with placebo, the new-generation antidepressants
                           do not produce clinically significant improvements in depression in patients who initially have moderate or even very severe
                           depression, but show significant effects only in the most severely depressed patients.
                           The findings also show that the effect for these patients seems to be due to decreased responsiveness to placebo, rather than
                           increased responsiveness to medication. Given these results, the researchers conclude
                           that there is little reason to prescribe new-generation antidepressant medications to any but the most severely depressed
                           patients unless alternative treatments have been ineffective. In addition, the finding that extremely depressed patients
                           are less responsive to placebo than less severely depressed patients but have similar responses to antidepressants is a potentially
                           important insight into how patients with depression respond to antidepressants and placebos that should be investigated further.
                           Additional Information.
                           Please access these Web sites via the online version of this summary at
                           http://dx.doi.org/10.1371/journal.pmed.0050045.
                           
                            
                            
                            
                            
                           List of Antidepressant Drugs with Medication
                           Guides
                           
                           
                           
                           
                           | Anafranil (clomipramine) Asendin
                           (amoxapine)
 Aventyl (nortriptyline)
 Celexa (citalopram hydrobromide)
 Cymbalta (duloxetine)
 Desyrel
                           (trazodone HCl)
 Elavil (amitriptyline)
 Effexor (venlafaxine HCl)
 Emsam (selegiline)
 Etrafon (perphenazine/amitriptyline)
 fluvoxamine
                           maleate
 Lexapro (escitalopram oxalate)
 Limbitrol (chlordiazepoxide/amitriptyline)
 Ludiomil (maprotiline)
 Marplan
                           (isocarboxazid)
 Nardil (phenelzine sulfate)
 nefazodone HCl
 Norpramin (desipramine HCl)
 | Pamelor (nortriptyline) Parnate
                           (tranylcypromine sulfate)
 Paxil (paroxetine HCl)
 Pexeva (paroxetine mesylate)
 Prozac (fluoxetine
                           HCl)
 Remeron (mirtazapine)
 Sarafem (fluoxetine HCl)
 Seroquel (quetiapine)
 Sinequan (doxepin)
 Surmontil
                           (trimipramine)
 Symbyax (olanzapine/fluoxetine)
 Tofranil (imipramine)
 Tofranil-PM (imipramine pamoate)
 Triavil
                           (perphenazine/amitriptyline)
 Vivactil (protriptyline)
 Wellbutrin (bupropion HCl)
 Zoloft (sertraline HCl)
 Zyban
                           (bupropion HCl)
 | 
 
                            
                            
                            
                           Anti-depression medications which are touted as correcting
                           a putative neurological imbalance sell much better than the older generation of drug. 
                           However. the understanding of the neurotransmiiter imbalances are too poorly understood, and as a consequence medications
                           aimed at them have proven generally ineffective.  Moreover most without severe
                           depression have a behavioral problem for which there is not an underlying neurotransmitter foundation.  Treating a behavior problem with a drug fails because the neural transmitter aren’t the cause.  If drugs are to reduce the incidence of depression, they need to make him feel more
                           energetic.  Stimulants do that, yet the drug taboo compounded by the fact that
                           most stimulants are off patent, has kept for over 40 years this approach from being widely used--jk.