52
Views
11
CrossRef citations to date
0
Altmetric
Original Research

The triallelic serotonin transporter gene polymorphism is associated with depressive symptoms in adults with chronic pain

, &
Pages 1071-1078 | Published online: 09 May 2017

Abstract

Background

The serotonin (5-HT) transporter-linked polymorphic region (5-HTTLPR) moderates the relationship between stressful life events and depression. Given the high prevalence of depression in chronic pain, the primary aim of this preliminary study was to investigate the associations between the 5-HTTLPR and the severity of depressive symptoms in a cohort of adults with chronic pain.

Methods

Adults with chronic pain who were consecutively admitted to an outpatient pain rehabilitation program and met inclusion criteria were recruited for study participation (n=277). Individuals were genotyped for the 5-HTTLPR (including rs25531) and categorized as high, intermediate, or low expressors of the 5-HT transporter. The severity of depressive symptoms at admission was measured by using the Center for Epidemiologic Depression scale (CES-D).

Results

The distribution of the high-, intermediate-, and low-expressing genotypes was 61 (22%), 149 (54%), and 67 (24%), respectively. The Hardy–Weinberg P-value was 0.204, which indicated no departure from equilibrium. A main effect of 5-HTTLPR was observed for depressive symptoms (P=0.040) where Center for Epidemiologic Depression scale (CES-D) scores were significantly greater in the low-expressing group compared to the high- (P=0.019) and intermediate (P=0.029)-expressing groups. In multivariate multinomial logistic regression analysis adjusted for age, sex, pain severity, pain catastrophizing, and pain anxiety, greater CES-D scores were significantly associated with the 5-HTTLPR low-expressing group compared to the high-expressing group (P=0.023), but not for the low-expressing group compared to the intermediate-expressing group (P=0.056).

Conclusion

These preliminary findings suggest that the triallelic 5-HTTLPR could influence the severity of depressive symptoms in adults with chronic pain. Individuals with chronic pain may be particularly vulnerable to the moderating effects of 5-HTTLPR due to high levels of pain-related stress that are inherently present in this population.

Introduction

The effects of serotonin (5-HT) on depression are influenced, in part, by polymorphisms in the gene (SLC6A4) coding for the 5-HT transporter (5-HTT) which facilitates the reuptake of 5-HT from the synaptic cleft.Citation1 This gene has a 43-base-pair (bp) insertion–deletion in the regulatory promoter region referred to as the 5-HT transporter-linked polymorphic region (5-HTTLPR).Citation2,Citation3 The short (S) allele has been associated with reduced 5-HTT expression and 5-HT reuptake compared to the long (L) allele. The genetic expression of 5-HTT is further influenced by a single-nucleotide polymorphism (SNP) in the promoter region (A to G substitution; rs25531).Citation4,Citation5 The minor G allele, which is predominately in phase with the L allele, reduces the 5-HTT transcription to S allele levels. When studied together, the 5-HTTLPR and SNP are referred to as the triallelic 5-HTTLPR polymorphism. Based on the level of 5-HTT expression, three distinct levels have been described including a high- (LA/LA), intermediate- (SA/LA, LA/LG), and low (SA/SA, LG/SA)-expressing group.Citation6,Citation7 Initial observations of an interaction between the 5-HTTLPR S allele, life stress, and depression were highly scrutinized,Citation8Citation10 but subsequent work suggests that the S allele moderates the relationship between stressful life events and depression.Citation11,Citation12

The estimated prevalence of depression exceeds 50%–60% among adults with chronic pain.Citation13 The frequent co-occurrence of chronic pain and depressive symptoms reflects, in part, the shared neural circuits that exist between these two health problems. Functional imaging studies support this assertion where alterations in brain regions responsible for processing affective stimuli have been observed in adults with various chronic pain conditions including fibromyalgia, abdominal pain, and low back pain.Citation14Citation17

The interaction between 5-HTTLPR, life stress, and depression combined with the high prevalence of depression in chronic pain suggests that the triallelic 5-HTTLPR polymorphism could influence the severity of depressive symptoms in adults with chronic pain. Although the influence of 5-HTTLPR has been investigated in numerous populations with psychiatric and neurological disorders,Citation11,Citation12 the effects of 5-HTTLPR have not been previously reported for a cohort comprised exclusively of adults with chronic pain. Thus, the primary aim of this preliminary study was to investigate the associations between the triallelic 5-HTLLPR polymorphism and the severity of depressive symptoms in a cohort of adults with chronic pain. This represents a secondary analysis of previously published data.Citation18

Methods

Participants

The study protocol was approved by the Mayo Foundation Institutional Review Board, and written informed consent was provided by all patients prior to study participation. As previously reported,Citation18 all adults consecutively admitted to the Mayo Comprehensive Pain Rehabilitation Center from March 2009 to March 2010 were eligible for study recruitment. During this time period, 524 patients were admitted and 300 met inclusion criteria and were successfully recruited. Inclusion criteria included: 1) admission to the outpatient pain treatment program; 2) chronic non-cancer pain >3 months duration; and 3) age >18 years. Exclusion criteria included the presence of a major medical (eg, severe cardiac or pulmonary disease), surgical (eg, spine, intrapelvic, or intraabdominal surgery within 6 months prior to admission), or psychiatric disorder (eg, schizophrenia, dementia) that precluded full participation in the outpatient treatment program. The genotype of one patient could not be determined, and baseline assessments were not obtained for 22 patients. Thus, the study cohort comprised 277 patients.

Study setting

The clinical setting has been previously described.Citation19 Briefly, a cognitive behavioral model served as the basis for treatment, and the primary goal of the outpatient program was restoration of physical and emotional functioning. The outpatient pain rehabilitation program was of 3 weeks duration, and patients attended 8 hours daily. Patients were involved in daily physical and occupational therapy, and all patients attended daily educational group sessions related to management of depressive symptoms, relaxation training, stress management, activity moderation, and elimination of pain behaviors.

Demographic and clinical characteristics

Baseline demographic and clinical characteristics were collected at admission including age, sex, ethnicity, pain duration, and primary pain site.

Measures

The self-report questionnaires were completed on the day of admission to the pain rehabilitation program.

Depressive symptoms

The Center for Epidemiologic Studies Depression (CES-D) scale was used to measure the severity of depressive symptoms.Citation20 The 20-item self-administered questionnaire has established reliability and validity.Citation21,Citation22 Total scores range from 0 to 60, where higher scores indicate greater levels of depressive symptoms.

Pain severity

Pain severity was assessed by using the pain severity subscale of the Multidimensional Pain Inventory (MPI).Citation23 Three questions comprise the pain severity subscale: 1) “Rate the level of your pain at the present moment”; 2) “On the average, how severe has your pain been during the last week”; and 3) “How much suffering do you experience because of your pain.” Raw scores were converted to standardized t-scores with a normative value of 50 (range, 0–100) and an SD of 10.Citation24 This self-report questionnaire has proven reliability and construct validity.Citation25

Pain catastrophizing

The Pain Catastrophizing Scale (PCS) assesses the negative cognitions and emotions associated with actual or anticipated pain experiences.Citation26 This is a 13-item self-report questionnaire, with scores ranging from 0 to 52, with higher scores indicating negative expectancies regarding the ability to cope with pain.

Pain anxiety

Pain anxiety was measured by using the short version of the Pain Anxiety Symptoms Scale (PASS-20).Citation27 This is a 20-item self-report questionnaire, with a score range from 0 to 100, with higher scores indicating greater levels of pain anxiety.

Genotyping

As previously reported,Citation18 DNA was extracted from whole blood at the Biospecimens Accessioning Processing Laboratory at Mayo Clinic Rochester by using an automated platform (AutoGen FlexStar Qiagen Chemistries, Holliston, MA, USA), quantification was by UV absorbance, and quality was assessed by 260/280 optical density ratio. The simultaneous determination of the long and short form of the 5-HTT promoter region and rs25531 was performed by polymerase chain reaction amplification of the promoter region of 5-HTT followed by Hpa II digestion of the resulting amplicon as described by Wendland et al.Citation5,Citation28 Samples were denatured for 1 cycle of 2 minutes at 94°C, annealed for 30 cycles at 94°C for 30 seconds, 58°C for 30 seconds, 72°C for 1 minute, and elongated for 10 minutes at 72°C. Digested fragment sizes of 512 and 469 bp correspond to LA and SA (long or short allele with “A” present at rs25531), respectively. The presence of G at rs25531 is indicative of a digested fragment of 402 bp and an additional fragment of 69 or 100 bp for the short and long allele, respectively.

Statistical analyses

Demographic, clinical characteristics, and measures of depressive symptoms, pain catastrophizing, and pain anxiety were summarized for the three 5-HTTLPR groups. Mean and standard deviation were reported for continuous variables, and count and proportion were reported for categorical variables. Nonparametric tests (Kruskal–Wallis test) were used to assess the main effects of the 5-HTTLPR groups on depressive symptoms, pain severity, pain catastrophizing, and pain anxiety. Group comparisons were performed separately by using the Mann–Whitney U test when a significant main effect was identified. Univariable and multivariable multinomial logistic regression analyses were performed with the 5-HTTLPR low-expressing group as the comparator (dependent) variable. Independent variables in the multinomial logistic regression model included age, sex, depressive symptoms, pain severity, pain catastrophizing, and pain anxiety. These variables were selected due to previously reported associations with either the 5-HTTLPRCitation29 or depressive symptomsCitation30,Citation31 in adults with chronic pain. The Hardy–Weinberg equilibrium for genotypic distribution was determined by using the χ2 test for each group.Citation32 The level of significance for all tests was set at P=0.05, and all analyses were completed by using SPSS (IBM, Inc; Version 21.0, Chicago, IL, USA).

Results

Sample characteristics

The demographic and clinical characteristics have been summarized in . The majority of the study participants were Caucasian females. The three most frequently occurring pain diagnoses were low back pain, fibromyalgia, and generalized pain. The distribution of the high-, intermediate-, and low-expressing genotypes was 61 (22%), 149 (54%), and 67 (24%), respectively. The Hardy–Weinberg P-value was 0.204, which indicated no departure from equilibrium. No significant group differences in demographic or clinical characteristics were observed based on the 5-HTTLPR groups.

Table 1 Demographic and clinical characteristics of study participants

Depressive symptoms

summarizes the mean scores for the CES-D, MPI pain severity subscale, PCS, and PASS-20. A main effect of 5-HTTLPR was observed for the CES-D (P=0.040). Individual 5-HTTLPR group analyses demonstrated that CES-D scores were significantly greater in the low-expressing group compared to the high-expressing group (P=0.019) (). Similarly, CES-D scores were significantly greater in the low-expressing group compared to the intermediate-expressing group (P=0.029). No significant difference in CES-D scores was observed between the high- and intermediate-expressing groups.

Figure 1 Mean and standard deviation for Center for Epidemiologic Studies Depression scale scores for each 5-HTTLPR genotype group (Mann–Whitney U test; *P=0.019; **P=0.029).

Abbreviations: HTTLPR, (5-HT) transporter-linked polymorphic region; CES-D, Center for Epidemiologic Depression scale.
Figure 1 Mean and standard deviation for Center for Epidemiologic Studies Depression scale scores for each 5-HTTLPR genotype group (Mann–Whitney U test; *P=0.019; **P=0.029).

Table 2 Mean values (±SD) of depressive symptoms, pain severity, pain catastrophizing, and pain anxiety

In univariate multinominal logistic regression analysis with the low-expressing group as the comparator variable, greater CES-D scores were significantly associated with the 5-HTTLPR low-expressing group compared to the high-expressing group (P=0.032) (). Similarly, greater CES-D scores were significantly associated with the low-expressing group compared to the intermediate-expressing group (P=0.049). No significant associations were observed between the 5-HTTLPR groups and age, sex, pain severity, pain catastrophizing, or pain anxiety.

Table 3 Univariable and multivariable multinomial logistic regression analysis with the 5-HTTLPR low-expressing genotype as the comparator variable

In multivariate multinomial logistic regression analysis adjusted for age, sex, pain severity, pain catastrophizing, and pain anxiety, the significant association between greater CES-D scores and the 5-HTTLPR low-expressing group was retained (P=0.023) (). However, the association between greater CES-D scores and the 5-HTTLPR intermediate-expressing group was not statistically significant (P=0.056). No significant associations were observed between the 5-HTTLPR groups and age, sex, pain severity, pain catastrophizing, or pain anxiety.

Discussion

The main finding of this preliminary study was that depressive symptoms were significantly greater in the low-expressing 5-HTTLPR group compared to the high- and intermediate-expressing groups. In multivariate multinominal logistic regression analysis adjusted for age, sex, pain severity, pain catastrophizing, and pain anxiety, the low-expressing group was associated with greater CES-D scores compared to the high-expressing group. These observations suggest that the 5-HTTLPR genotype influenced the severity of depressive symptoms in this study population comprised exclusively of adults with chronic pain.

The observed associations between 5-HTTLPR and depressive symptoms in the absence of a direct measure of life stress warrants further explanation. In 2003, Caspi et alCitation8 reported that the 5-HTTLPR polymorphism moderated the influence of life stress on depression. Specifically, individuals homozygous for the S allele experienced greater levels of depressive symptoms, an increased rate of major depression, and elevated suicidality in response to stressful life events compared to individuals homozygous for the L allele. However, as observed by Karg et al,Citation11 evidence supporting a moderation effect was stronger for chronic stressors compared to acute stressors. This observation is relevant to our study population because chronic pain has been identified as an important source of chronic stress.Citation33 Thus, the association between the 5-HTTLPR low-expressing group and depressive symptoms observed herein was possibly due, in part, to high levels of chronic stress that were inherently present in our study population. This supposition is further supported by numerous epidemiologic studies that report the estimated prevalence of posttraumatic stress disorder in adults with chronic pain exceeds 20%.Citation34Citation40 Collectively, these data suggest that individuals with chronic pain, including those without current depression, may be particularly vulnerable to the moderating effects of 5-HTTLPR due to high levels of chronic stress.

The CES-D has been used in numerous 5-HTTLPR association studies, but the results have been mixed. For example, in a study that involved 177 Japanese health care workersCitation41 and a study that involved 698 African–American women,Citation42 CES-D scores were significantly greater among individuals with the S allele compared to the other allelic groups. In a study of 984 Taiwanese adults, “extreme” traumatic stressors, but not stressful life events, were associated with greater CES-D scores among individuals with the S allele.Citation43 However, in three separate studies that reported data from 306 Chinese adults with Parkinson’s disease,Citation44 568 white non-Hispanic women,Citation45 and 1421 individuals from a “French community,”Citation46 no significant associations were found between the 5-HTTLPR polymorphism, life stress, or CES-D scores. Furthermore, two studies reported an opposite association where the L allele was observed to moderate the effects of life stress on depressive symptoms as measured by the CES-D.Citation47,Citation48 The association of 5-HTTLPR with depressive symptoms and life stress has been reported to vary by sex in two studies that used the CES-D.Citation49,Citation50 Although evidence supporting sex differences in the moderating effects of 5-HTTLPR on depression exists,Citation29,Citation51 no significant effect of 5-HTTLPR on sex was observed in the present study.

The observations from this preliminary study have several implications for future research. First, the findings of this study need to be replicated by using validated measures of acute and chronic life stress. This would allow investigators to test the hypothesis that the susceptibility of adults with chronic pain to depression is partly influenced by the moderating effects of 5-HTTLPR. Second, following the replication of findings of the study, prospective trials could investigate the potential effects of cognitive behavioral interventions aimed specifically at enhancing stress management in an attempt to mitigate the moderating effects of the 5-HTTLPR low-expressing genotype. In this particular subgroup of patients, enhancing the capacity for stress management could yield improvements in depression beyond the therapeutic effects associated with depression-specific CBT interventions.Citation52 Third, prospective trials could also be designed to assess the efficacy of analgesic antidepressant medications in association with 5-HTTLPR in adults with chronic pain. Although the associations between serotonin norepinephrine reuptake inhibitors, tricyclic antidepressants, and 5-HTTLPR have been reported, these trials were conducted in various populations of adults with primary psychiatric disorders.Citation53

This study has limitations. The demographic and clinical characteristics of individuals referred for multidisciplinary pain rehabilitation at a tertiary referral medical center may vary compared to a random community sample of adults with chronic pain. This could limit the generalization of the findings of this study. However, as previously reported,Citation18 in a study that involved a random sample of adults with chronic pain living in the catchment area of our institution, 96% were white and 56% were female.Citation54 Despite these demographic similarities, the risk of referral bias cannot be excluded, and the observed associations between 5-HTTLPR and depressive symptoms may not be applicable to other populations of adults with chronic pain. Although the CES-D was used to measure the severity of depressive symptoms, the participants of the study did not undergo a formal diagnostic evaluation for a mood disorder. Finally, a validated measure of life stress was not available, which limits further analysis of a possible gene by environment interaction.

Conclusion

In this preliminary study that involved a cohort of adults with chronic pain, the 5-HTTPR had a significant effect on the severity of depressive symptoms as measured by the CES-D. The observations from this study suggest that future research is warranted in order to further characterize the moderating effects of 5-HTTLPR on chronic pain-related stress and depressive symptoms.

Disclosure

The authors report no conflicts of interest in this work.

References

  • KambeitzJPHowesODThe serotonin transporter in depression: meta-analysis of in vivo and post mortem findings and implications for understanding and treating depressionJ Affect Disord201518635836626281039
  • HeilsATeufelAPetriSAllelic variation of human serotonin transporter gene expressionJ Neurochem199666262126248632190
  • RamamoorthySBaumanALMooreKRAntidepressant- and cocaine-sensitive human serotonin transporter: molecular cloning, expression, and chromosomal localizationProc Natl Acad Sci U S A199390254225467681602
  • HuXOrosziGChunJSmithTLGoldmanDSchuckitMAAn expanded evaluation of the relationship of four alleles to the level of response to alcohol and the alcoholism riskAlcohol Clin Exp Res20052981615654286
  • WendlandJRMartinBJKruseMRLeschKPMurphyDLSimultaneous genotyping of four functional loci of human SLC6A4, with a reappraisal of 5-HTTLPR and rs25531Mol Psychiatry20061122422616402131
  • LeschKPBengelDHeilsAAssociation of anxiety-related traits with a polymorphism in the serotonin transporter gene regulatory regionScience1996274152715318929413
  • MurphyDLLeschKPTargeting the murine serotonin transporter: insights into human neurobiologyNat Rev Neurosci20089859618209729
  • CaspiASugdenKMoffittTEInfluence of life stress on depression: moderation by a polymorphism in the 5-HTT geneScience200330138638912869766
  • RischNHerrellRLehnerTInteraction between the serotonin transporter gene (5-HTTLPR), stressful life events, and risk of depression: a meta-analysisJAMA20093012462247119531786
  • MunafoMRDurrantCLewisGFlintJGene × environment interactions at the serotonin transporter locusBiol Psychiatry20096521121918691701
  • KargKBurmeisterMSheddenKSenSThe serotonin transporter promoter variant (5-HTTLPR), stress, and depression meta-analysis revisited: evidence of genetic moderationArch Gen Psychiatry20116844445421199959
  • SharpleyCFPalanisamySKGlydeNSDillinghamPWAgnewLLAn update on the interaction between the serotonin transporter promoter variant (5-HTTLPR), stress and depression, plus an exploration of non-confirming findingsBehav Brain Res20142738910525078292
  • HootenWMChronic pain and mental health disorders: shared neural mechanisms, epidemiology, and treatmentMayo Clin Proc20169195597027344405
  • BalikiMNChialvoDRGehaPYChronic pain and the emotional brain: specific brain activity associated with spontaneous fluctuations of intensity of chronic back painJ Neurosci200626121651217317122041
  • BermanSMNaliboffBDSuyenobuBReduced brainstem inhibition during anticipated pelvic visceral pain correlates with enhanced brain response to the visceral stimulus in women with irritable bowel syndromeJ Neurosci20082834935918184777
  • HashmiJABalikiMNHuangLShape shifting pain: chronification of back pain shifts brain representation from nociceptive to emotional circuitsBrain20131362751276823983029
  • JensenKBKosekEPetzkeFEvidence of dysfunctional pain inhibition in fibromyalgia reflected in rACC during provoked painPain20091449510019410366
  • HootenWMHartmanWRBlackJL3rdLauresHJWalkerDLAssociations between serotonin transporter gene polymorphisms and heat pain perception in adults with chronic painBMC Med Genet2013147823895108
  • TownsendCOBruceBKHootenWMRomeJDThe role of mental health professionals in multidisciplinary pain rehabilitation programsJ Clin Psychol2006621433144316937355
  • RadloffLA self-report depression scale for research in the general populationAppl Psychol Meas19771385401
  • GeisserMERothRSRobinsonMEAssessing depression among persons with chronic pain using the Center for Epidemiological Studies-Depression Scale and the Beck Depression Inventory: a comparative analysisClin J Pain1997131631709186024
  • WeissmanMMSholomskasDPottengerMPrusoffBALockeBZAssessing depressive symptoms in five psychiatric populations: a validation studyAm J Epidemiol1977106203214900119
  • KernsRDTurkDCRudyTEThe West Haven–Yale Multidimensional Pain Inventory (WHYMPI)Pain1985233453564088697
  • RudyTERudyTEMultiaxial Assessment of Multidimensional Pain Inventory: Computer Program User’s ManualPittsburgh, PAUniversity of Pittsburgh1989
  • BernsteinIHJaremkoMEHinkleyBSOn the utility of the West Haven–Yale Multidimensional Pain InventorySpine (Phila Pa 1976)1995209569637644962
  • SullivanMPivikJThe Pain Castrophizing Scale: development and validationPsychol Assess19957524532
  • McCrackenLMDhingraLA short version of the Pain Anxiety Symptoms Scale (PASS-20): preliminary development and validityPain Res Manag20027455016231066
  • WendlandJRMoyaPRKruseMRA novel, putative gain-of-function haplotype at SLC6A4 associates with obsessive-compulsive disorderHum Mol Genet20081771772318055562
  • GressierFCalatiRSerrettiA5-HTTLPR and gender differences in affective disorders: a systematic reviewJ Affect Disord201619019320726519640
  • KadimpatiSZaleELHootenWMDitreJWWarnerDOCorrection: associations between neuroticism and depression in relation to catastrophizing and pain-related anxiety in chronic pain patientsPLoS One201510e012987126039756
  • DarchukKMTownsendCORomeJDBruceBKHootenWMLongitudinal treatment outcomes for geriatric patients with chronic non-cancer pain at an interdisciplinary pain rehabilitation programPain Med2010111352136420735746
  • WeirBSGenetic data analysis II: methods for discrete population genetic dataSunderland, MASinauer Associates, Inc1997
  • HannibalKEBishopMDChronic stress, cortisol dysfunction, and pain: a psychoneuroendocrine rationale for stress management in pain rehabilitationPhys Ther2014941816182525035267
  • DemyttenaereKBruffaertsRLeeSMental disorders among persons with chronic back or neck pain: results from the World Mental Health SurveysPain200712933234217350169
  • McWilliamsLACoxBJEnnsMWMood and anxiety disorders associated with chronic pain: an examination in a nationally representative samplePain200310612713314581119
  • RemeSETangenTMoeTEriksenHRPrevalence of psychiatric disorders in sick listed chronic low back pain patientsEur J Pain2011151075108021592832
  • StangPEBrandenburgNALaneMCMerikangasKRVon KorffMRKesslerRCMental and physical comorbid conditions and days in role among persons with arthritisPsychosom Med20066815215816449426
  • UguzFCicekESalliAAxis I and Axis II psychiatric disorders in patients with fibromyalgiaGen Hosp Psychiatry20103210510720114137
  • Von KorffMCranePLaneMChronic spinal pain and physical-mental comorbidity in the United States: results from the national comorbidity survey replicationPain200511333133915661441
  • ArnoldLMHudsonJIKeckPEComorbidity of fibromyalgia and psychiatric disordersJ Clin Psychiatry2006671219122516965199
  • TsuboiHSakakibaraHYamakawa-KobayashiKVal1483Ile polymorphism in the fatty acid synthase gene was associated with depressive symptoms under the influence of psychological stressJ Affect Disord201113444845221641044
  • ScheidJMHolzmanCBJonesNLife stressors and 5-HTTLPR interaction in relation to midpregnancy depressive symptoms among African-American womenPsychiatr Genet20112127128022030619
  • GoldmanNGleiDALinYHWeinsteinMThe serotonin transporter polymorphism (5-HTTLPR): allelic variation and links with depressive symptomsDepress Anxiety20102726026920196101
  • ZhangJLYangJFChanPNo association between polymorphism of serotonin transporter gene and depression in Parkinson’s disease in ChineseNeurosci Lett200945515515819429111
  • ScheidJMHolzmanCBJonesNDepressive symptoms in mid-pregnancy, lifetime stressors and the 5-HTTLPR genotypeGenes Brain Behav2007645346416965382
  • PowerTStewartRAncelinMLJaussentIMalafosseARitchieK5-HTTLPR genotype, stressful life events and late-life depression: no evidence of interaction in a French populationNeurobiol Aging20103188688718640745
  • Phillips-ButeBMathewJPBlumenthalJASafety Outcomes Investigative TRelationship of genetic variability and depressive symptoms to adverse events after coronary artery bypass graft surgeryPsychosom Med20087095395919005081
  • RitchieKJaussentIStewartRAssociation of adverse childhood environment and 5-HTTLPR genotype with late-life depressionJ Clin Psychiatry2009701281128819573496
  • BeaverKMVaughnMGWrightJPDelisiMAn interaction between perceived stress and 5HTTLPR genotype in the prediction of stable depressive symptomatologyAm J Orthopsychiatry20128226026622506528
  • BrummettBHBoyleSHSieglerICEffects of environmental stress and gender on associations among symptoms of depression and the serotonin transporter gene linked polymorphic region (5-HTTLPR)Behav Genet200838344317955359
  • PerryLMGoldstein-PiekarskiANWilliamsLMSex differences modulating serotonergic polymorphisms implicated in the mechanistic pathways of risk for depression and related disordersJ Neurosci Res20179573776227870440
  • PenceLEThornBEDavisAMCognitive coping strategies in pain managementEbertMHKernsRDBehavioral and Psychopharmacologic Pain ManagementCambridge, UKCambridge University Press2011214235
  • PorcelliSFabbriCSerrettiAMeta-analysis of serotonin transporter gene promoter polymorphism (5-HTTLPR) association with antidepressant efficacyEur Neuropsychopharmacol20122223925822137564
  • WatkinsEAWollanPCMeltonLJ3rdYawnBPA population in pain: report from the Olmsted County health studyPain Med2008916617418298699