Effect of Psychobiotics on Psychometric Tests and Inflammatory Markers in Major Depressive Disorder: Meta-Analysis of Randomized Controlled Trials with Meta-Regression

Agata Misera, Paweł Liśkiewicz, Igor Łoniewski, Karolina Skonieczna-Żydecka, Jerzy Samochowiec, Agata Misera, Paweł Liśkiewicz, Igor Łoniewski, Karolina Skonieczna-Żydecka, Jerzy Samochowiec

Abstract

Probiotics were shown to act positively on gut-brain axis signaling. We aimed to assess the effect of the administration of a new class of probiotics-psychobiotics-using data from individual psychometric scales, markers of the immune system and neuroactive metabolites. Medical databases were searched from database inception until 22 April 2021 for randomized clinical trials in clinically proven Major Depressive Disorder (MDD) patients treated with either probiotics or placebo reporting any psychometric score (PROSPERO registration number: CRD42021253024). Ten studies with 705 randomized participants and 603 analyzed were included. The mean age of individuals was 38.43 ± 12.1 years, predominantly women (n = 461, 76.45). The mean study duration was 48.8 ± 12.3 (range = 28-62) days. The dosage ranged between 1 × 109 to 2 × 1010 colony forming units (CFU)/day. We found that probiotics might alleviate symptoms of MDD; endpoint data (pooled scores): SMD = -0.292, 95%CI = -0.577 to -0.007, p < 0.044; change scores (BDI): SMD = -0.482, 95%CI = -0.854 to -0.109, p < 0.011; DM = -4.848, 95%CI = -8.559 to -1.137, p < 0.01. The therapy tended to be more effective with time of psychobiotic supplementation (coefficient = -0.12, SE = 0.06, Z = -1.84, p = 0.06) and in men (% of females: coefficient = 0.1, SE = 0.06, Z = 1.78, p = 0.07). Psychobiotics have great potential in the treatment of MDD. However, no specific strain/strains, dosage or duration of treatment can currently be recommended.

Keywords: depression; microbiota; probiotics; psychobiotics.

Conflict of interest statement

Igor Łoniewski is a probiotic company shareholder, Karolina Skonieczna-Żydecka receives remuneration from probiotic company.

Figures

Figure 1
Figure 1
Study flow chart. N/n = number of studies.
Figure 2
Figure 2
An effect size (random model), SDM, for depression symptoms in clinical scores in persons taking probiotics vs. placebos (controls). Q = 9.197, df(Q) = 5, p = 0.101, I2 = 45.632.
Figure 3
Figure 3
An effect size (random model), SDM, for depression symptoms in clinical scores in persons taking probiotics vs. placebos (controls) subgroup analysis BDI: Q = 1.924, df(Q) = 2, p = 0.382, I-squared = 0.0; HAMD: Q = 6.761, df(Q) = 2, p = 0.034, I2 = 70.41.
Figure 4
Figure 4
An effect size (random model), DM, for depression symptoms in clinical scores in persons taking probiotics vs. placebos (controls) subgroup analysis BDI: Q = 2.185, df(Q) = 2, p = 0.335, I-squared = 8.48; HAMD: Q = 5.399, df(Q) = 2, p = 0.067, I2 = 62.955.
Figure 5
Figure 5
Funnel plots for (A) SDM and (B) DM for the psychometric score at endpoint.
Figure 6
Figure 6
Regression for SDM on strains used in trials. References [26,30], Formula 1 [23,28], Formula 2 [21].
Figure 7
Figure 7
Regression for DM on (A) duration of supplementation abs (B)% of females participating in the trial.
Figure 8
Figure 8
(A). An effect size (random model), SDM, for depression symptoms in BDI change score in persons taking probiotics vs. placebos (controls). Overall: Q = 0.019, df(Q) = 1, p = 0.891, I-squared = 0.00; (B). An effect size (random model), DM for depression symptoms in BDI change scores in persons taking probiotics vs. placebos (controls). Overall: Q = 0.08, df(Q) = 1, p = 0.77, I2 = 0.00.

References

    1. Depression. [(accessed on 8 August 2021)]. Available online: .
    1. Berlim M.T., Turecki G. What Is the Meaning of Treatment Resistant/Refractory Major Depression (TRD)? A Systematic Review of Current Randomized Trials. Eur. Neuropsychopharmacol. 2007;17:696–707. doi: 10.1016/j.euroneuro.2007.03.009.
    1. Vogelzangs N., Duivis H.E., Beekman A.T.F., Kluft C., Neuteboom J., Hoogendijk W., Smit J.H., de Jonge P., Penninx B.W.J.H. Association of Depressive Disorders, Depression Characteristics and Antidepressant Medication with Inflammation. Transl. Psychiatry. 2012;2:e79. doi: 10.1038/tp.2012.8.
    1. Vreeburg S.A., Hoogendijk W.J.G., van Pelt J., Derijk R.H., Verhagen J.C.M., van Dyck R., Smit J.H., Zitman F.G., Penninx B.W.J.H. Major Depressive Disorder and Hypothalamic-Pituitary-Adrenal Axis Activity: Results from a Large Cohort Study. Arch. Gen. Psychiatry. 2009;66:617–626. doi: 10.1001/archgenpsychiatry.2009.50.
    1. Molendijk M.L., Bus B.A., Spinhoven P., Penninx B.W.J.H., Kenis G., Prickaerts J., Voshaar R.C.O., Elzinga B.M. Serum Levels of Brain-Derived Neurotrophic Factor in Major Depressive Disorder: State-Trait Issues, Clinical Features and Pharmacological Treatment. Mol. Psychiatry. 2011;16:1088–1095. doi: 10.1038/mp.2010.98.
    1. Liang S., Wu X., Hu X., Wang T., Jin F. Recognizing Depression from the Microbiota−Gut−Brain Axis. Int. J. Mol. Sci. 2018;19:1592. doi: 10.3390/ijms19061592.
    1. Ma Q., Xing C., Long W., Wang H.Y., Liu Q., Wang R.-F. Impact of Microbiota on Central Nervous System and Neurological Diseases: The Gut-Brain Axis. J. Neuroinflammation. 2019;16:53. doi: 10.1186/s12974-019-1434-3.
    1. Sharon G., Sampson T.R., Geschwind D.H., Mazmanian S.K. The Central Nervous System and the Gut Microbiome. Cell. 2016;167:915–932. doi: 10.1016/j.cell.2016.10.027.
    1. Sanada K., Nakajima S., Kurokawa S., Barceló-Soler A., Ikuse D., Hirata A., Yoshizawa A., Tomizawa Y., Salas-Valero M., Noda Y., et al. Gut Microbiota and Major Depressive Disorder: A Systematic Review and Meta-Analysis. J. Affect. Disord. 2020;266:1–13. doi: 10.1016/j.jad.2020.01.102.
    1. Flux M.C., Lowry C.A. Finding Intestinal Fortitude: Integrating the Microbiome into a Holistic View of Depression Mechanisms, Treatment, and Resilience. Neurobiol. Dis. 2020;135:104578. doi: 10.1016/j.nbd.2019.104578.
    1. Łoniewski I., Misera A., Skonieczna-Żydecka K., Kaczmarczyk M., Kaźmierczak-Siedlecka K., Misiak B., Marlicz W., Samochowiec J. Major Depressive Disorder and Gut Microbiota-Association Not Causation. A Scoping Review. Prog. Neuropsychopharmacol. Biol. Psychiatry. 2021;106:110111. doi: 10.1016/j.pnpbp.2020.110111.
    1. Dinan T.G., Stanton C., Cryan J.F. Psychobiotics: A Novel Class of Psychotropic. Biol. Psychiatry. 2013;74:720–726. doi: 10.1016/j.biopsych.2013.05.001.
    1. Huang R., Wang K., Hu J. Effect of Probiotics on Depression: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Nutrients. 2016;8:483. doi: 10.3390/nu8080483.
    1. Liu R.T., Walsh R.F.L., Sheehan A.E. Prebiotics and Probiotics for Depression and Anxiety: A Systematic Review and Meta-Analysis of Controlled Clinical Trials. Neurosci. Biobehav. Rev. 2019;102:13–23. doi: 10.1016/j.neubiorev.2019.03.023.
    1. Goh K.K., Liu Y.-W., Kuo P.-H., Chung Y.-C.E., Lu M.-L., Chen C.-H. Effect of Probiotics on Depressive Symptoms: A Meta-Analysis of Human Studies. Psychiatry Res. 2019;282:112568. doi: 10.1016/j.psychres.2019.112568.
    1. Nikolova V., Zaidi S.Y., Young A.H., Cleare A.J., Stone J.M. Gut Feeling: Randomized Controlled Trials of Probiotics for the Treatment of Clinical Depression: Systematic Review and Meta-Analysis. Ther. Adv. Psychopharmacol. 2019;9:2045125319859963. doi: 10.1177/2045125319859963.
    1. Nikolova V.L., Cleare A.J., Young A.H., Stone J.M. Updated Review and Meta-Analysis of Probiotics for the Treatment of Clinical Depression: Adjunctive vs. Stand-Alone Treatment. J. Clin. Med. 2021;10:647. doi: 10.3390/jcm10040647.
    1. Zagórska A., Marcinkowska M., Jamrozik M., Wiśniowska B., Paśko P. From Probiotics to Psychobiotics-the Gut-Brain Axis in Psychiatric Disorders. Benef. Microbes. 2020;11:717–732. doi: 10.3920/BM2020.0063.
    1. Amirani E., Milajerdi A., Mirzaei H., Jamilian H., Mansournia M.A., Hallajzadeh J., Ghaderi A. The Effects of Probiotic Supplementation on Mental Health, Biomarkers of Inflammation and Oxidative Stress in Patients with Psychiatric Disorders: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Complement. Ther. Med. 2020;49:102361. doi: 10.1016/j.ctim.2020.102361.
    1. Ng Q.X., Peters C., Ho C.Y.X., Lim D.Y., Yeo W.-S. A Meta-Analysis of the Use of Probiotics to Alleviate Depressive Symptoms. J. Affect. Disord. 2018;228:13–19. doi: 10.1016/j.jad.2017.11.063.
    1. Kazemi A., Noorbala A.A., Azam K., Eskandari M.H., Djafarian K. Effect of Probiotic and Prebiotic vs Placebo on Psychological Outcomes in Patients with Major Depressive Disorder: A Randomized Clinical Trial. Clin. Nutr. 2019;38:522–528. doi: 10.1016/j.clnu.2018.04.010.
    1. Kazemi A., Noorbala A.A., Azam K., Djafarian K. Effect of Prebiotic and Probiotic Supplementation on Circulating Pro-Inflammatory Cytokines and Urinary Cortisol Levels in Patients with Major Depressive Disorder: A Double-Blind, Placebo-Controlled Randomized Clinical Trial. J. Funct. Foods. 2019;52:596–602. doi: 10.1016/j.jff.2018.11.041.
    1. Ghorbani Z., Nazari S., Etesam F., Nourimajd S., Ahmadpanah M., Jahromi S.R. The Effect of Synbiotic as an Adjuvant Therapy to Fluoxetine in Moderate Depression: A Randomized Multicenter Trial. Arch. Neurosci. 2018;5:e60507. doi: 10.5812/archneurosci.60507.
    1. Heidarzadeh-Rad N., Gokmen-Ozel H., Kazemi A., Almasi N., Djafarian K. Effects of a Psychobiotic Supplement on Serum Brain-Derived Neurotrophic Factor Levels in Depressive Patients: A Post Hoc Analysis of a Randomized Clinical Trial. J. Neurogastroenterol. Motil. 2020;26:486–495. doi: 10.5056/jnm20079.
    1. Akkasheh G., Kashani-Poor Z., Tajabadi-Ebrahimi M., Jafari P., Akbari H., Taghizadeh M., Memarzadeh M.R., Asemi Z., Esmaillzadeh A. Clinical and Metabolic Response to Probiotic Administration in Patients with Major Depressive Disorder: A Randomized, Double-Blind, Placebo-Controlled Trial. Nutrition. 2016;32:315–320. doi: 10.1016/j.nut.2015.09.003.
    1. Reininghaus E.Z., Platzer M., Kohlhammer-Dohr A., Hamm C., Mörkl S., Bengesser S.A., Fellendorf F.T., Lahousen-Luxenberger T., Leitner-Afschar B., Schöggl H., et al. PROVIT: Supplementary Probiotic Treatment and Vitamin B7 in Depression—A Randomized Controlled Trial. Nutrients. 2020;12:3422. doi: 10.3390/nu12113422.
    1. Reiter A., Bengesser S.A., Hauschild A.-C., Birkl-Töglhofer A.-M., Fellendorf F.T., Platzer M., Färber T., Seidl M., Mendel L.-M., Unterweger R., et al. Interleukin-6 Gene Expression Changes after a 4-Week Intake of a Multispecies Probiotic in Major Depressive Disorder-Preliminary Results of the PROVIT Study. Nutrients. 2020;12:2575. doi: 10.3390/nu12092575.
    1. Rudzki L., Ostrowska L., Pawlak D., Małus A., Pawlak K., Waszkiewicz N., Szulc A. Probiotic Lactobacillus Plantarum 299v Decreases Kynurenine Concentration and Improves Cognitive Functions in Patients with Major Depression: A Double-Blind, Randomized, Placebo Controlled Study. Psychoneuroendocrinology. 2019;100:213–222. doi: 10.1016/j.psyneuen.2018.10.010.
    1. Saccarello A., Montarsolo P., Massardo I., Picciotto R., Pedemonte A., Castagnaro R., Brasesco P.C., Guida V., Picco P., Fioravanti P. Oral Administration of S-Adenosylmethionine (SAMe) and Lactobacillus Plantarum HEAL9 Improves the Mild-To-Moderate Symptoms of Depression: A Randomized, Double-Blind, Placebo-Controlled Study. Prim. Care Companion CNS Disord. 2020;22:19m02578. doi: 10.4088/PCC.19m02578.
    1. Chahwan B., Kwan S., Isik A., van Hemert S., Burke C., Roberts L. Gut Feelings: A Randomised, Triple-Blind, Placebo-Controlled Trial of Probiotics for Depressive Symptoms. J. Affect. Disord. 2019;253:317–326. doi: 10.1016/j.jad.2019.04.097.
    1. Ki Cha B., Mun Jung S., Hwan Choi C., Song I.-D., Woong Lee H., Joon Kim H., Hyuk J., Kyung Chang S., Kim K., Chung W.-S., et al. The Effect of a Multispecies Probiotic Mixture on the Symptoms and Fecal Microbiota in Diarrhea-Dominant Irritable Bowel Syndrome: A Randomized, Double-Blind, Placebo-Controlled Trial. J. Clin. Gastroenterol. 2012;46:220–227. doi: 10.1097/MCG.0b013e31823712b1.
    1. Kristensen N.B., Bryrup T., Allin K.H., Nielsen T., Hansen T.H., Pedersen O. Alterations in Fecal Microbiota Composition by Probiotic Supplementation in Healthy Adults: A Systematic Review of Randomized Controlled Trials. Genome Med. 2016;8:52. doi: 10.1186/s13073-016-0300-5.
    1. Eloe-Fadrosh E.A., Brady A., Crabtree J., Drabek E.F., Ma B., Mahurkar A., Ravel J., Haverkamp M., Fiorino A.-M., Botelho C., et al. Functional Dynamics of the Gut Microbiome in Elderly People during Probiotic Consumption. mBio. 2015;6:e00231-15. doi: 10.1128/mBio.00231-15.
    1. Ormel G., Hemert S.V. Influence of the Multispecies Probiotic Ecologic® BARRIER on Parameters of Intestinal Barrier Function. Food Nutr. Sci. 2014;5:720–726. doi: 10.4236/fns.2014.518187.
    1. Szulińska M., Łoniewski I., van Hemert S., Sobieska M., Bogdański P. Dose-Dependent Effects of Multispecies Probiotic Supplementation on the Lipopolysaccharide (LPS) Level and Cardiometabolic Profile in Obese Postmenopausal Women: A 12-Week Randomized Clinical Trial. Nutrients. 2018;10:773. doi: 10.3390/nu10060773.
    1. Bromet E., Andrade L.H., Hwang I., Sampson N.A., Alonso J., de Girolamo G., de Graaf R., Demyttenaere K., Hu C., Iwata N., et al. Cross-National Epidemiology of DSM-IV Major Depressive Episode. BMC Med. 2011;9:90. doi: 10.1186/1741-7015-9-90.
    1. Kim J.-H., Cho M.J., Hong J.P., Bae J.N., Cho S.-J., Hahm B.-J., Lee D.-W., Park J.-I., Lee J.-Y., Jeon H.J., et al. Gender Differences in Depressive Symptom Profile: Results from Nationwide General Population Surveys in Korea. J. Korean Med. Sci. 2015;30:1659–1666. doi: 10.3346/jkms.2015.30.11.1659.
    1. Kornstein S.G., Schatzberg A.F., Thase M.E., Yonkers K.A., McCullough J.P., Keitner G.I., Gelenberg A.J., Ryan C.E., Hess A.L., Harrison W., et al. Gender Differences in Chronic Major and Double Depression. J. Affect. Disord. 2000;60:1–11. doi: 10.1016/S0165-0327(99)00158-5.
    1. Chen J.-J., Zheng P., Liu Y.-Y., Zhong X.-G., Wang H.-Y., Guo Y.-J., Xie P. Sex Differences in Gut Microbiota in Patients with Major Depressive Disorder. Neuropsychiatr. Dis. Treat. 2018;14:647–655. doi: 10.2147/NDT.S159322.
    1. Schwarcz R., Bruno J.P., Muchowski P.J., Wu H.-Q. Kynurenines in the Mammalian Brain: When Physiology Meets Pathology. Nat. Rev. Neurosci. 2012;13:465–477. doi: 10.1038/nrn3257.
    1. Chung Y.-C.E., Chen H.-C., Chou H.-C.L., Chen I.-M., Lee M.-S., Chuang L.-C., Liu Y.-W., Lu M.-L., Chen C.-H., Wu C.-S., et al. Exploration of Microbiota Targets for Major Depressive Disorder and Mood Related Traits. J. Psychiatr. Res. 2019;111:74–82. doi: 10.1016/j.jpsychires.2019.01.016.
    1. Kelly J.R., Borre Y., O’ Brien C., Patterson E., El Aidy S., Deane J., Kennedy P.J., Beers S., Scott K., Moloney G., et al. Transferring the Blues: Depression-Associated Gut Microbiota Induces Neurobehavioural Changes in the Rat. J. Psychiatr. Res. 2016;82:109–118. doi: 10.1016/j.jpsychires.2016.07.019.
    1. Lai W.-T., Deng W.-F., Xu S.-X., Zhao J., Xu D., Liu Y.-H., Guo Y.-Y., Wang M.-B., He F.-S., Ye S.-W., et al. Shotgun Metagenomics Reveals Both Taxonomic and Tryptophan Pathway Differences of Gut Microbiota in Major Depressive Disorder Patients. Psychol. Med. 2021;51:90–101. doi: 10.1017/S0033291719003027.
    1. Zheng P., Zeng B., Zhou C., Liu M., Fang Z., Xu X., Zeng L., Chen J., Fan S., Du X., et al. Gut Microbiome Remodeling Induces Depressive-like Behaviors through a Pathway Mediated by the Host’s Metabolism. Mol. Psychiatry. 2016;21:786–796. doi: 10.1038/mp.2016.44.
    1. Romijn A.R., Rucklidge J.J., Kuijer R.G., Frampton C. A Double-Blind, Randomized, Placebo-Controlled Trial of Lactobacillus Helveticus and Bifidobacterium Longum for the Symptoms of Depression. Aust. N. Z. J. Psychiatry. 2017;51:810–821. doi: 10.1177/0004867416686694.
    1. Higgins J.P.T., Altman D.G., Gøtzsche P.C., Jüni P., Moher D., Oxman A.D., Savović J., Schulz K.F., Weeks L., Sterne J.A.C. The Cochrane Collaboration’s Tool for Assessing Risk of Bias in Randomised Trials. BMJ. 2011;343:d5928. doi: 10.1136/bmj.d5928.
    1. PRISMA. [(accessed on 8 August 2021)]. Available online:
    1. DerSimonian R., Laird N. Meta-Analysis in Clinical Trials. Control Clin. Trials. 1986;7:177–188. doi: 10.1016/0197-2456(86)90046-2.
    1. Egger M., Davey Smith G., Schneider M., Minder C. Bias in Meta-Analysis Detected by a Simple, Graphical Test. BMJ. 1997;315:629–634. doi: 10.1136/bmj.315.7109.629.
    1. Duval S., Tweedie R. A Nonparametric “Trim and Fill” Method of Accounting for Publication Bias in Meta-Analysis. J. Am. Stat. Assoc. 2000;95:89–98. doi: 10.2307/2669529.

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