Bright Light Therapy in the Morning or at Mid-Day in the Treatment of Non-Seasonal Bipolar Depressive Episodes (LuBi): Study Protocol for a Dose Research Phase I / II Trial
Open accessAbstract
Objective This study protocol aims to determine, using a rigorous approach in patients with bipolar disorder (BD) and non-seasonal major depressive episode (MDE), the characteristics of bright light therapy (BLT) administration (duration, escalation, morning and mid-day exposures) depending on the tolerance (hypomanic symptoms). Methods Patients with BD I or II and treated by a mood stabilizer are eligible. After 1 week of placebo, patients are randomized between either morning or mid-day exposure for 10 weeks of active BLT with glasses using a dose escalation at 7.5, 10, 15, 30 and 45 minutes/day. A further follow-up visit is planned 6 months after inclusion. Patients will be included by cohorts of 3, with at least 3 days of delay between them, and 1 week between cohorts. If none meet a dose limiting toxicity (DLT; i.e hypomanic symptoms), the initiation dose of the next cohort will be increased. If one patient meet a DLT, an additionnal cohort will start at the same dose. If 2 or 3 patients meet a DLT, from the same cohort or from two cohorts at the same dose initiation, the maximum tolerated dose is defined. This dose escalation will also take into account DLTs observed during the intra-subject escalation on previous cohorts, with a "Target Ceiling Dose" defined if 2 DLTs occured at a dose. Discussion Using an innovative and more ergonomic device in the form of glasses, this study aims to better codify the use of BLT in BD to ensure a good initiation and tolerance. Trial registrationaaClinicalTrials.gov Identifier: NCT03396744.
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Usage parameters for low-intensity BLT are not yet fully standardised.
“although usage parameters are not yet fully standardised (Geoffroy et al. 2018).”
From Light therapy for bipolar disorders: Clinical recommendations from the international society for bipolar disorders (ISBD) Chronobiology and Chronotherapy Task Force (2025) · cites this paper as Geoffroy et al. 2018
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Cites
Merikangas, K. R., Akiskal, H. S., Angst, J., Greenberg, P. E., Hirschfeld, R. M. A., Petukhova, M., & Kessler, R. C. (2007) · Archives of General Psychiatry · doi:10.1001/archpsyc.64.5.543 · Cited by 2,399 · see citing works
Rosenthal, N. E. (1984) · Archives of General Psychiatry · doi:10.1001/archpsyc.1984.01790120076010 · Cited by 2,385 · see citing works
Risks of all-cause and suicide mortality in mental disorders: a meta-review
Chesney, E., Goodwin, G. M., & Fazel, S. (2014) · World Psychiatry · doi:10.1002/wps.20128 · Cited by 2,115 · see citing works
The Long-term Natural History of the Weekly Symptomatic Status of Bipolar I Disorder
Judd, L. L., Akiskal, H. S., Schettler, P. J., Endicott, J., Maser, J., Solomon, D. A., Leon, A. C., Rice, J. A., & Keller, M. B. (2002) · Archives of General Psychiatry · doi:10.1001/archpsyc.59.6.530 · Cited by 2,106 · see citing works
Grand challenges in global mental health
Collins, P. Y., Patel, V., Joestl, S. S., March, D., Insel, T. R., Daar, A. S., Bordin, I. A., Costello, E. J., Durkin, M., Fairburn, C., et al. (2011) · Nature · doi:10.1038/475027a · Cited by 2,043 · see citing works
Judd, L. L., Akiskal, H. S., Schettler, P. J., Coryell, W., Endicott, J., Maser, J. D., Solomon, D. A., Leon, A. C., & Keller, M. B. (2003) · Archives of General Psychiatry · doi:10.1001/archpsyc.60.3.261 · Cited by 1,243 · see citing works
Golden, R. N., Gaynes, B. N., Ekstrom, R. D., Hamer, R. M., Jacobsen, F. M., Suppes, T., Wisner, K. L., & Nemeroff, C. B. (2005) · American Journal of Psychiatry · doi:10.1176/appi.ajp.162.4.656 · Cited by 896 · see citing works
Geddes, J. R., & Miklowitz, D. J. (2013) · The Lancet · doi:10.1016/s0140-6736(13)60857-0 · Cited by 848 · see citing works
Circadian rhythm disturbances in depression
Germain, A., & Kupfer, D. J. (2008) · Human Psychopharmacology: Clinical and Experimental · doi:10.1002/hup.964 · Cited by 644 · see citing works
Accelerated Titration Designs for Phase I Clinical Trials in Oncology
Simon, R. M., Rubinstein, L., Arbuck, S. G., Christian, M. C., Freidlin, B., & Collins, J. M. (1997) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/89.15.1138 · Cited by 634 · see citing works
Light Therapy for Seasonal and Nonseasonal Depression: Efficacy, Protocol, Safety, and Side Effects
Terman, M., & Terman, J. S. (2005) · CNS Spectrums · doi:10.1017/s1092852900019611 · Cited by 546 · see citing works
How might circadian rhythms control mood? Let me count the ways
McClung, C. A. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.02.019 · Cited by 507 · see citing works
Effect of Light on Human Circadian Physiology
Duffy, J. F., & Czeisler, C. A. (2009) · Sleep Medicine Clinics · doi:10.1016/j.jsmc.2009.01.004 · Cited by 477 · see citing works
Grunze, H., Vieta, E., Goodwin, G. M., Bowden, C. L., Licht, R. W., Möller, H., Kasper, S. F., & on behalf of the WFSBP Task Force on Treatment Guidelines for Bipolar Disorders (2013) · The World Journal of Biological Psychiatry · doi:10.3109/15622975.2013.770551 · Cited by 421 · see citing works
Long-term symptomatic status of bipolar I vs. bipolar II disorders
Judd, L. L., Schettler, P. J., Akiskal, H. S., Maser, J., Coryell, W., Solomon, D., Endicott, J., & Keller, M. (2003) · The International Journal of Neuropsychopharmacology · doi:10.1017/s1461145703003341 · Cited by 389 · see citing works
The effects of light therapy on sleep problems: A systematic review and meta-analysis
van Maanen, A., Meijer, A. M., van der Heijden, K. B., & Oort, F. J. (2015) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2015.08.009 · Cited by 372 · see citing works
A systematic review and meta-analysis of premature mortality in bipolar affective disorder
Hayes, J. F., Miles, J., Walters, K., King, M., & Osborn, D. P. J. (2015) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.12408 · Cited by 370 · see citing works
Tohen, M. F., Chengappa, K. N. R., Suppes, T. M., Baker, R. W., Zarate, C. A., Bowden, C. L., Sachs, G. S., Kupfer, D. J., Ghaemi, S. N., Feldman, P. D., et al. (2004) · The British Journal of Psychiatry · doi:10.1192/bjp.184.4.337 · Cited by 326 · see citing works
Lam, R. W., Levitt, A. J., Levitan, R. D., Michalak, E. E., Cheung, A. H., Morehouse, R., Ramasubbu, R., Yatham, L. N., & Tam, E. M. (2016) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2015.2235 · Cited by 275 · see citing works
Harvey, A. G., Soehner, A. M., Kaplan, K., Hein, K., Lee, J., Kanady, J. C., Li, D., Rabe‐Hesketh, S., Ketter, T. A., Neylan, T. C., et al. (2015) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0038655 · Cited by 262 · see citing works
Bright light, dark and melatonin can promote circadian adaptation in night shift workers
Burgess, H. J., Sharkey, K. M., & Eastman, C. I. (2002) · Sleep Medicine Reviews · doi:10.1053/smrv.2001.0215 · Cited by 257 · see citing works
Judd, L. L., Schettler, P. J., Akiskal, H. S., Coryell, W., Leon, A. C., Maser, J. D., & Solomon, D. A. (2008) · Archives of General Psychiatry · doi:10.1001/archpsyc.65.4.386 · Cited by 251 · see citing works
A Meta-Analysis of Electroencephalographic Sleep in Depression: Evidence for Genetic Biomarkers
Pillai, V., Kalmbach, D. A., & Ciesla, J. A. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2011.07.016 · Cited by 210 · see citing works
Bright light therapy for nonseasonal depression: meta-analysis of clinical trials
Al-Karawi, D., & Jubair, L. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.03.016 · Cited by 189 · see citing works
Sit, D. K., McGowan, J., Wiltrout, C., Diler, R. S., Dills, J. (., Luther, J., Yang, A., Ciolino, J. D., Seltman, H., Wisniewski, S. R., et al. (2018) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2017.16101200 · Cited by 182 · see citing works
Bright Light Therapy: Side Effects and Benefits Across the Symptom Spectrum
Terman, M., & Terman, J. S. (1999) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v60n1113 · Cited by 146 · see citing works
Controlled trial of bright light for nonseasonal major depressive disorders
Kripke, D. F., Mullaney, D. J., Klauber, M. R., Risch, S. C., & Gillin, J. C. (1992) · Biological Psychiatry · doi:10.1016/0006-3223(92)90199-a · Cited by 140 · see citing works
GALLIN, P. F., TERMAN, M., REMÉ, C. E., RAFFERTY, B., TERMAN, J. S., & BURDE, R. M. (1995) · American Journal of Ophthalmology · doi:10.1016/s0002-9394(14)73874-7 · Cited by 134 · see citing works
Light therapy for bipolar disorder: a case series in women
Sit, D., Wisner, K. L., Hanusa, B. H., Stull, S., & Terman, M. (2007) · Bipolar Disorders · doi:10.1111/j.1399-5618.2007.00451.x · Cited by 127 · see citing works
Sleep in remitted bipolar disorder: A naturalistic case-control study using actigraphy
Geoffroy, P. A., Boudebesse, C., Bellivier, F., Lajnef, M., Henry, C., Leboyer, M., Scott, J. L., & Étain, B. (2014) · Journal of Affective Disorders · doi:10.1016/j.jad.2014.01.012 · Cited by 126 · see citing works
Self-citationLight therapy for preventing seasonal affective disorder.
Nussbaumer, B., Kaminski-Hartenthaler, A., Forneris, C., Morgan, L., Sonis, J., Gaynes, B., Greenblatt, A., Wipplinger, J., Lux, L., Winkler, D., et al. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd011269.pub2 · Cited by 124 · see citing works
Treatment Options for Bipolar Depression
Vieta, E., Locklear, J. C., Günther, O., Ekman, M., Miltenburger, C., Chatterton, M. L., Åström, M., & Paulsson, B. (2010) · Journal of Clinical Psychopharmacology · doi:10.1097/jcp.0b013e3181f15849 · Cited by 117 · see citing works
Benedetti, F., Riccaboni, R., Locatelli, C., Poletti, S., Dallaspezia, S., & Colombo, C. (2014) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.13m08455 · Cited by 116 · see citing works
Study designs for dose-ranging
Sheiner, L. B., Beal, S. L., & Sambol, N. C. (1989) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.1989.108 · Cited by 110 · see citing works
Sleep- and circadian rhythm–associated pathways as therapeutic targets in bipolar disorder
Bellivier, F., Geoffroy, P.-A., Etain, B., & Scott, J. (2015) · Expert Opinion on Therapeutic Targets · doi:10.1517/14728222.2015.1018822 · Cited by 104 · see citing works
Self-citationLight therapy in the treatment of patients with bipolar depression: A meta-analytic study
Tseng, P.-T., Chen, Y.-W., Tu, K.-Y., Chung, W., Wang, H.-Y., Wu, C.-K., & Lin, P.-Y. (2016) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2016.03.001 · Cited by 100 · see citing works
Meesters, Y., Dekker, V., Schlangen, L. J., Bos, E. H., & Ruiter, M. J. (2011) · BMC Psychiatry · doi:10.1186/1471-244x-11-17 · Cited by 98 · see citing works
Side effects induced by bright light treatment for seasonal affective disorder.
Labbate, L. A., Lafer, B., Thibault, A., & Sachs, G. S. (1994) · PubMed · Cited by 89 · see citing works
(1995) · PubMed · Cited by 78 · see citing works
Side effects of light therapy in seasonal affective disorder
Levitt, A. J., Joffe, R. T., Moul, D. E., Lam, R. W. M., Teicher, M. H., Lebegue, B., Murray, M. G., Oren, D. A., Schwartz, P. J., & Buchanan, A. (1993) · American Journal of Psychiatry · doi:10.1176/ajp.150.4.650 · Cited by 73 · see citing works
Effects of phototherapy on non-seasonal unipolar and bipolar depressive spectrum disorders
Deltito, J. A., Moline, M., Pollak, C., Martin, L. Y., & Maremmani, I. (1991) · Journal of Affective Disorders · doi:10.1016/0165-0327(91)90105-2 · Cited by 72 · see citing works
Sahlem, G. L., Kalivas, B., Fox, J. B., Lamb, K., Roper, A., Williams, E. N., Williams, N. R., Korte, J. E., Zuschlag, Z. D., El Sabbagh, S., et al. (2014) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2014.08.015 · Cited by 71 · see citing works
Suicidal Tendencies as a Complication of Light Therapy for Seasonal Affective Disorder
Praschak-Rieder, N., Neumeister, A., Heßelmann, B., Willeit, M., Barnas, C., & Kasper, S. F. (1997) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v58n0903 · Cited by 70 · see citing works
Dauphinais, D. R., Rosenthal, J. Z., Terman, M., DiFebo, H. M., Tuggle, C., & Rosenthal, N. E. (2012) · Psychiatry Research · doi:10.1016/j.psychres.2012.01.015 · Cited by 63 · see citing works
Circadian abnormalities as markers of susceptibility in bipolar disorders
Étain, B. (2014) · Frontiers in Bioscience-Scholar · doi:10.2741/s419 · Cited by 47 · see citing works
Effects of Light Therapy on Suicidal Ideation in Patients With Winter Depression
Lam, R. W. M., Tam, E. M., Shiah, I., Yatham, L. N., & Zis, A. P. (2000) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v61n0108 · Cited by 45 · see citing works
Rate of switch from bipolar depression into mania after morning light therapy: A historical review
Benedetti, F. (2018) · Psychiatry Research · doi:10.1016/j.psychres.2018.01.013 · Cited by 39 · see citing works
Circadian Rhythm Sleep Disorders and Phototherapy
Fahey, C. D., & Zee, P. C. (2006) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2006.09.009 · Cited by 36 · see citing works
Light therapy for preventing seasonal affective disorder
Nußbaumer-Streit, B., Kaminski-Hartenthaler, A., Forneris, C. A., Morgan, L. C., Sonis, J. H., Gaynes, B. N., Greenblatt, A. M., Wipplinger, J., Lux, L. J., Hofmann, J. D., et al. (2014) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd011269 · Cited by 24 · see citing works
Light treatment in depression: An antique treatment with new insights
Geoffroy, P. A., Schroder, C. M., & Bourgin, P. (2018) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2018.03.002 · Cited by 22 · see citing works
Self-citationLangevin, R., Laurent, A., & Sauvé, Y. (2014) · Médecine du Sommeil · doi:10.1016/j.msom.2014.03.003 · Cited by 20 · see citing works
Innovative design for a phase 1 trial with intra-patient dose escalation: The Crotoxin study
Médioni, J., Brizard, M., Elaidi, R., Reid, P. F., Benlhassan, K., & Bray, D. H. (2017) · Contemporary Clinical Trials Communications · doi:10.1016/j.conctc.2017.07.008 · Cited by 17 · see citing works
[Biological aspects of schizophrenia; critical review, 1944-52].
Geoffroy, P. A., Fovet, T., Micoulaud‐Franchi, J., Boudebesse, C., Thomas, P., Étain, B., & Amad, A. (1952) · PubMed · doi:10.1016/j.encep.2015.09.003 · Cited by 15 · see citing works
Self-citation[Phototherapy in psychiatry: clinical update and review of indications].
Gross, F., & Gysin, F. (1996) · PubMed · Cited by 10 · see citing works
[Seasonal affective syndrome and phototherapy: theoretical concepts and clinical applications].
Sartori, S., & Poirrier, R. (1996) · PubMed · Cited by 6 · see citing works
Flagged first, then by citations
1 of the 56 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- [14]Geoffroy PA Fovet T Micoulaud-Franchi JA Boudebesse C Thomas P Etain B Bright light therapy in seasonal bipolar depressions L’Encéphale 2015 41 527 533 26481654
- [33]First MB Structured Clinical Interview for the DSM (SCID). The Encyclopedia of Clinical Psychology [Internet] John Wiley & Sons, Inc 2014 Available at: http://onlinelibrary.wiley.com/doi/10.1002/9781118625392.wbecp351/abstract. Accessed November 27, 2017 · DOI
Cited by
Sorted by citations
Biological rhythms and chronotherapeutics in depression
Geoffroy, P. A., & Palagini, L. (2021) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2020.110158 · Cited by 127 · see citing works
Self-citationBright light as a personalized precision treatment of mood disorders
Maruani, J., & Geoffroy, P. A. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00085 · Cited by 112 · see citing works
Self-citationGeoffroy, P. A., Schroder, C. M., Reynaud, E., & Bourgin, P. (2019) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2019.101213 · Cited by 100 · see citing works
Self-citationHirakawa, H., Terao, T., Muronaga, M., & Ishii, N. (2020) · Brain and Behavior · doi:10.1002/brb3.1876 · Cited by 61 · see citing works
Light therapy with boxes or glasses to counteract effects of acute sleep deprivation
Comtet, H., Geoffroy, P. A., Frisk, M. K., Hubbard, J. T., Robin-Choteau, L., Calvel, L. Y., Hugueny, L., Viola, A., & Bourgin, P. (2019) · Scientific Reports · doi:10.1038/s41598-019-54311-x · Cited by 44 · see citing works
Self-citationPreventive effect of morning light exposure on relapse into depressive episode in bipolar disorder
Esaki, Y., Obayashi, K., Saeki, K., Fujita, K., Iwata, N., & Kitajima, T. (2021) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.13287 · Cited by 40 · see citing works
Sleep and Circadian Rhythm Disorder in Bipolar Affective Disorder
Ahmad, A., Anderson, K. N., & Watson, S. (2020) · Current topics in behavioral neurosciences · doi:10.1007/7854_2020_150 · Cited by 37 · see citing works
Leseur, J., Boiret, C., Romier, A., Bazin, B., Basquin, L., Stern, É., Pineau, G., Lejoyeux, M., Geoffroy, P. A., & Maruani, J. (2024) · Psychiatry Research · doi:10.1016/j.psychres.2024.115811 · Cited by 17 · see citing works
Self-citationLight Therapy in Mood Disorders: A Brief History with Physiological Insights
Choukroun, J., & Geoffroy, P. A. (2019) · Chronobiology in Medicine · doi:10.33069/cim.2018.0009 · Cited by 15 · see citing works
Self-citationChen, R., Yan, Y., & Cheng, X. (2024) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1257093 · Cited by 11 · see citing works
Geoffroy, P. A., Palagini, L., Henriksen, T. E. G., Bourgin, P., Garbazza, C., Gronfier, C., Esaki, Y., Fernandez, D. C., Lam, R. W., Lee, H.-J., et al. (2025) · Dialogues in Clinical Neuroscience · doi:10.1080/19585969.2025.2533806 · Cited by 10 · see citing works
Self-citationWang, T., Rong, X., Hu, D., Xu, J., Wang, Z., Shao, R., Liu, W., Lan, D., Wu, H., Hao, L., et al. (2025) · Journal of Building Engineering · doi:10.1016/j.jobe.2025.112575 · Cited by 5 · see citing works
Young, J. W., Cope, Z. A., Romoli, B., Schrurs, E., Joosen, A., van Enkhuizen, J., Sharp, R. F., & Dulcis, D. (2019) · Neuropsychopharmacology · doi:10.1038/s41386-019-0338-3 · Cited by 3 · see citing works
Dynamic lighting during nurses’ shift work improved alertness, mood and modified circadian rhythm
Wang, T., Gao, S., Li, J., Wang, Y., & Rong, X. (2026) · Intelligent Buildings International · doi:10.1080/17508975.2026.2718179 · Cited by 1 · see citing works
Do We Use Artificial Light Appropriately?
Lee, H. (2018) · Psychiatry Investigation · doi:10.30773/pi.2018.12.14
Potentialisation de la réponse antidépressive par la lumière : étude préclinique
Delcourte, S. (2019) · theses.fr (ABES) · doi:10.70675/7468b6d3zbf12z4888z88afzc63efcc91723
- Authors
- Geoffroy, P. A., Abbassi, E. M. B. E., Maruani, J., Etain, B., Lejoyeux, M., Amad, A., Courtet, P., Dubertret, C., Gorwood, P., Vaiva, G., Bellivier, F., & Chevret, S.
- Affiliations
- Inserm (FR)
- Assistance Publique – Hôpitaux de Paris (FR)
- Centre National de la Recherche Scientifique (FR)
- Corresponding author
- Geoffroy, Pierre Alexis
- ORCID
- Venue
- Psychiatry Investigation
- Publisher
- Korean Neuropsychiatric Association
- Published
- 2018-12-25
- Volume
- 15
- Issue
- 12
- Pages
- 1188-1202
- ISSN
- 1738-3684 (ISSN-L)
- 1976-3026
- PMC
- PMC6318493
- OpenAlex
- W2900814542
- Cited by
- 16
- References
- 56
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 2 · 2021: 1 · 2020: 3 · 2019: 6 · 2018: 1
- FWCI
- 2.16
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Licence
- Locations
- Psychiatry Investigation (publishedVersion, cc-by-nc)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- HAL (submittedVersion)
- Funders
- Assistance Publique Hôpitaux de Paris
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Bipolar Disorder and Treatment
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Circadian rhythm and melatonin
- Keywords
- bright light therapy, bipolar disorder, dose escalation, maximum tolerated dose, dose-limiting toxicity, hypomanic symptoms, mood stabilizers
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