Randomized controlled trial of sulforaphane and metabolite discovery in children with Autism Spectrum Disorder

Andrew W Zimmerman, Kanwaljit Singh, Susan L Connors, Hua Liu, Anita A Panjwani, Li-Ching Lee, Eileen Diggins, Ann Foley, Stepan Melnyk, Indrapal N Singh, S Jill James, Richard E Frye, Jed W Fahey, Andrew W Zimmerman, Kanwaljit Singh, Susan L Connors, Hua Liu, Anita A Panjwani, Li-Ching Lee, Eileen Diggins, Ann Foley, Stepan Melnyk, Indrapal N Singh, S Jill James, Richard E Frye, Jed W Fahey

Abstract

Background: Sulforaphane (SF), an isothiocyanate in broccoli, has potential benefits relevant to autism spectrum disorder (ASD) through its effects on several metabolic and immunologic pathways. Previous clinical trials of oral SF demonstrated positive clinical effects on behavior in young men and changes in urinary metabolomics in children with ASD.

Methods: We conducted a 15-week randomized parallel double-blind placebo-controlled clinical trial with 15-week open-label treatment and 6-week no-treatment extensions in 57 children, ages 3-12 years, with ASD over 36 weeks. Twenty-eight were assigned SF and 29 received placebo (PL). Clinical effects, safety and tolerability of SF were measured as were biomarkers to elucidate mechanisms of action of SF in ASD.

Results: Data from 22 children taking SF and 23 on PL were analyzed. Treatment effects on the primary outcome measure, the Ohio Autism Clinical Impressions Scale (OACIS), in the general level of autism were not significant between SF and PL groups at 7 and 15 weeks. The effect sizes on the OACIS were non-statistically significant but positive, suggesting a possible trend toward greater improvement in those on treatment with SF (Cohen's d 0.21; 95% CI - 0.46, 0.88 and 0.10; 95% CI - 0.52, 0.72, respectively). Both groups improved in all subscales when on SF during the open-label phase. Caregiver ratings on secondary outcome measures improved significantly on the Aberrant Behavior Checklist (ABC) at 15 weeks (Cohen's d - 0.96; 95% CI - 1.73, - 0.15), but not on the Social Responsiveness Scale-2 (SRS-2). Ratings on the ABC and SRS-2 improved with a non-randomized analysis of the length of exposure to SF, compared to the pre-treatment baseline (p < 0.001). There were significant changes with SF compared to PL in biomarkers of glutathione redox status, mitochondrial respiration, inflammatory markers and heat shock proteins. Clinical laboratory studies confirmed product safety. SF was very well tolerated and side effects of treatment, none serious, included rare insomnia, irritability and intolerance of the taste and smell.

Limitations: The sample size was limited to 45 children with ASD and we did not impute missing data. We were unable to document significant changes in clinical assessments during clinical visits in those taking SF compared to PL. The clinical results were confounded by placebo effects during the open-label phase.

Conclusions: SF led to small yet non-statistically significant changes in the total and all subscale scores of the primary outcome measure, while for secondary outcome measures, caregivers' assessments of children taking SF showed statistically significant improvements compared to those taking PL on the ABC but not the SRS-2. Clinical effects of SF were less notable in children compared to our previous trial of a SF-rich preparation in young men with ASD. Several of the effects of SF on biomarkers correlated to clinical improvements. SF was very well tolerated and safe and effective based on our secondary clinical measures.

Trial registration: This study was prospectively registered at clinicaltrials.gov (NCT02561481) on September 28, 2015. Funding was provided by the U.S. Department of Defense.

Keywords: Autism spectrum disorder (ASD); Biomarkers; Clinical trial; Placebo effects; Sulforaphane.

Conflict of interest statement

AWZ reports giving testimony in legal proceedings on behalf of plaintiffs and defendants in matters related to pediatric neurology and Autism Spectrum Disorder. JWF retired from the full-time faculty at Johns Hopkins in mid-2020, and now serves as a scientific advisor to Brassica Protection Products LLC (Baltimore, MD, USA), which produces a glucoraphanin-rich broccoli seed extract that it supplies to the supplement industry. AWZ is named on a patent on the use of sulforaphane for the treatment of autism that has been assigned to Johns Hopkins University.

Figures

Fig. 1
Fig. 1
Study timeline (6 total visits); in Phase 1 (1–15 weeks) participants were randomly assigned to either SF or placebo with visits at baseline, 7 and 15 weeks. In Phase 2 (16–30 weeks), all participants received SF and returned for follow-up at 22 and 30 weeks. In Phase 3 (31–36 weeks), there was no treatment, with a final visit at 36 weeks
Fig. 2
Fig. 2
Randomization and follow-up. SF sulforaphane and PL placebo
Fig. 3
Fig. 3
Change in mean (95% CI) total SRS-2 raw scores from baseline using sex- and fever response-matched pairs. Scores between sulforaphane (SF) and placebo (PL) groups did not differ significantly. Both groups’ scores improved during the open label phase after 15 weeks (shaded box). Note: 95% CI not shown for 36 weeks due to small sample size; see Additional file 1: Table S5 for mean (SD)
Fig. 4
Fig. 4
Change in mean (95% CI) total ABC raw scores from baseline using sex- and fever response-matched pairs. Change in mean score was significantly different between the sulforaphane (SF) and placebo (PL) groups at 15 weeks. Both groups’ scores improved during the open label phase after 15 weeks (shaded box). Note: 95% CI not shown for week 36 due to small sample size; see Additional file 1: Table S8 for mean (SD). *p = 0.02
Fig. 5
Fig. 5
Plasma cyclocondensation of SF metabolite (DTC) levels. “PL” directly under the X-axis indicates Placebo arm and “SF” indicates Sulforaphane arm. Further annotation indicates actual treatment delivery at times indicated
Fig. 6
Fig. 6
Natural log of relative gene expression for biomarkers, SF versus PL, from baseline to 15 weeks. N = 42. Small circles outside of the boxes denote outliers. Large circles inside the boxes denote means; center horizontal lines inside the boxes denote medians
Fig. 7
Fig. 7
Natural log of relative gene expression of biomarkers for participants with more than 20% improvement on ABC total scores from baseline to 15 weeks. N = 42. Small circles outside of the boxes denote outliers. Large circles inside the boxes denote means; center horizontal lines inside the boxes denote medians
Fig. 8
Fig. 8
Relation between respiratory parameters and both treatment with Sulforaphane (SF) and change in Aberrant Behavior Checklist (ABC) scores. a ATP-Linked respiration significantly increased (p < 0.05) with SF treatment (N = 13) as compared to PL (N = 14); b Individuals with developmental regression demonstrated a trend for decreased ATP-Linked Respiration and Maximal Respiratory Capacity over the DBPC treatment period while those without developmental regression demonstrated the opposite trend. c Greater improvement in ABC scores was associated with a greater increase in ATP-Linked Respiration and d decrease in Proton Leak Respiration, across the entire study period

References

    1. Subramanian M, Timmerman CK, Schwartz JL, Pham DL, Meffert MK. Characterizing autism spectrum disorders by key biochemical pathways. Front Neurosci. 2015;9:313. doi: 10.3389/fnins.2015.00313.
    1. An JY, Claudianos C. Genetic heterogeneity in autism: from single gene to a pathway perspective. Neurosci Biobehav Rev. 2016;68:442–453. doi: 10.1016/j.neubiorev.2016.06.013.
    1. Liu H, Talalay P, Fahey JW. Biomarker-guided strategy for treatment of autism spectrum disorder (ASD) CNS Neurol Disord Drug Targets. 2016;15(5):602–613. doi: 10.2174/1871527315666160413120414.
    1. Klomparens EA, Ding Y. The neuroprotective mechanisms and effects of sulforaphane. Brain Circ. 2019;5(2):74–83. doi: 10.4103/bc.bc_7_19.
    1. Liu H, Zimmerman AW, Singh K, Connors SL, Diggins E, Stephenson KK, et al. Biomarker exploration in human peripheral blood mononuclear cells for monitoring sulforaphane treatment responses in autism spectrum disorder. Sci Rep. 2020;10(1):5822. doi: 10.1038/s41598-020-62714-4.
    1. Singh K, Connors SL, Macklin EA, Smith KD, Fahey JW, Talalay P, et al. Sulforaphane treatment of autism spectrum disorder (ASD) Proc Natl Acad Sci U S A. 2014;111(43):15550–15555. doi: 10.1073/pnas.1416940111.
    1. Lynch R, Diggins EL, Connors SL, Zimmerman AW, Singh K, Liu H, et al. Sulforaphane from broccoli reduces symptoms of autism: a follow-up case series from a randomized double-blind study. Glob Adv Health Med. 2017;6:2164957X17735826. doi: 10.1177/2164957X17735826.
    1. Bent S, Lawton B, Warren T, Widjaja F, Dang K, Fahey JW, et al. Identification of urinary metabolites that correlate with clinical improvements in children with autism treated with sulforaphane from broccoli. Mol Autism. 2018;9:35. doi: 10.1186/s13229-018-0218-4.
    1. Momtazmanesh S, Amirimoghaddam-Yazdi Z, Moghaddam HS, Mohammadi MR, Akhondzadeh S. Sulforaphane as an adjunctive treatment for irritability in Autism Spectrum Disorder: a randomized, double-blind, placebo-controlled clinical trial. Psychiatry Clin Neurosci. 2020;74(7):398–405. doi: 10.1111/pcn.13016.
    1. Butter E, Mulick J. Preliminary reliability and validity of a measure to evaluate core symptoms of autism: The Ohio Autism Clinical Impressions Scale (OACIS). 46th Annual National Institute of Mental Health (NIMH) New Clinical Drug Evaluation Unit (NCDEU) Meeting; June 12–15, 2006; Boca Raton, FL: National Institute of Mental Health (NIMH) 2006.
    1. Choque Olsson N, Bolte S. Brief report: "Quick and (not so) dirty" assessment of change in autism: cross-cultural reliability of the Developmental Disabilities CGAS and the OSU autism CGI. J Autism Dev Disord. 2014;44(7):1773–1778. doi: 10.1007/s10803-013-2029-y.
    1. Frazier TW, Ratliff KR, Gruber C, Zhang Y, Law PA, Constantino JN. Confirmatory factor analytic structure and measurement invariance of quantitative autistic traits measured by the social responsiveness scale-2. Autism. 2014;18(1):31–44. doi: 10.1177/1362361313500382.
    1. Marshburn EC, Aman MG. Factor validity and norms for the aberrant behavior checklist in a community sample of children with mental retardation. J Autism Dev Disord. 1992;22(3):357–373. doi: 10.1007/BF01048240.
    1. Hayes JD, Dinkova-Kostova AT. The Nrf2 regulatory network provides an interface between redox and intermediary metabolism. Trends Biochem Sci. 2014;39(4):199–218. doi: 10.1016/j.tibs.2014.02.002.
    1. Lim JKM, Delaidelli A, Minaker SW, Zhang HF, Colovic M, Yang H, et al. Cystine/glutamate antiporter xCT (SLC7A11) facilitates oncogenic RAS transformation by preserving intracellular redox balance. Proc Natl Acad Sci U S A. 2019;116(19):9433–9442. doi: 10.1073/pnas.1821323116.
    1. Heiss E, Herhaus C, Klimo K, Bartsch H, Gerhauser C. Nuclear factor kappa B is a molecular target for sulforaphane-mediated anti-inflammatory mechanisms. J Biol Chem. 2001;276(34):32008–32015. doi: 10.1074/jbc.M104794200.
    1. Gan N, Wu YC, Brunet M, Garrido C, Chung FL, Dai C, et al. Sulforaphane activates heat shock response and enhances proteasome activity through up-regulation of Hsp27. J Biol Chem. 2010;285(46):35528–35536. doi: 10.1074/jbc.M110.152686.
    1. Curran LK, Newschaffer CJ, Lee LC, Crawford SO, Johnston MV, Zimmerman AW. Behaviors associated with fever in children with autism spectrum disorders. Pediatrics. 2007;120(6):e1386–e1392. doi: 10.1542/peds.2007-0360.
    1. Melnyk S, Fuchs GJ, Schulz E, Lopez M, Kahler SG, Fussell JJ, et al. Metabolic imbalance associated with methylation dysregulation and oxidative damage in children with autism. J Autism Dev Disord. 2012;42(3):367–377. doi: 10.1007/s10803-011-1260-7.
    1. Rose S, Melnyk S, Pavliv O, Bai S, Nick TG, Frye RE, et al. Evidence of oxidative damage and inflammation associated with low glutathione redox status in the autism brain. Transl Psychiatry. 2012;2:e134. doi: 10.1038/tp.2012.61.
    1. Singh K, Singh IN, Diggins E, Connors SL, Karim MA, Lee D, et al. Developmental regression and mitochondrial function in children with autism. Ann Clin Transl Neurol. 2020;7(5):683–694. doi: 10.1002/acn3.51034.
    1. Gotham K, Pickles A, Lord C. Standardizing ADOS scores for a measure of severity in autism spectrum disorders. J Autism Dev Disord. 2009;39(5):693–705. doi: 10.1007/s10803-008-0674-3.
    1. Freeman BJ, Ritvo ER, Yokota A, Childs J, Pollard J. WISC-R and Vineland Adaptive Behavior Scale scores in autistic children. J Am Acad Child Adolesc Psychiatry. 1988;27(4):428–429. doi: 10.1097/00004583-198807000-00008.
    1. Tsatsanis KD, Dartnall N, Cicchetti D, Sparrow SS, Klin A, Volkmar FR. Concurrent validity and classification accuracy of the Leiter and Leiter-R in low-functioning children with autism. J Autism Dev Disord. 2003;33(1):23–30. doi: 10.1023/A:1022274219808.
    1. Egner PA, Chen JG, Wang JB, Wu Y, Sun Y, Lu JH, et al. Bioavailability of Sulforaphane from two broccoli sprout beverages: results of a short-term, cross-over clinical trial in Qidong, China. Cancer Prev Res (Phila) 2011;4(3):384–395. doi: 10.1158/1940-6207.CAPR-10-0296.
    1. Fahey JW, Holtzclaw WD, Wehage SL, Wade KL, Stephenson KK, Talalay P. Sulforaphane bioavailability from glucoraphanin-rich broccoli: control by active endogenous myrosinase. PLoS ONE. 2015;10(11):e0140963. doi: 10.1371/journal.pone.0140963.
    1. Fahey JW, Wade KL, Stephenson KK, Panjwani AA, Liu H, Cornblatt G, et al. Bioavailability of sulforaphane following ingestion of glucoraphanin-rich broccoli sprout and seed extracts with active myrosinase: a pilot study of the effects of proton pump inhibitor administration. Nutrients. 2019;11(7):1489. doi: 10.3390/nu11071489.
    1. Ye L, Dinkova-Kostova AT, Wade KL, Zhang Y, Shapiro TA, Talalay P. Quantitative determination of dithiocarbamates in human plasma, serum, erythrocytes and urine: pharmacokinetics of broccoli sprout isothiocyanates in humans. Clin Chim Acta. 2002;316(1–2):43–53. doi: 10.1016/S0009-8981(01)00727-6.
    1. Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods. 2001;25(4):402–408. doi: 10.1006/meth.2001.1262.
    1. Melnyk S, Pogribna M, Pogribny I, Hine RJ, James SJ. A new HPLC method for the simultaneous determination of oxidized and reduced plasma aminothiols using coulometric electrochemical detection. J Nutr Biochem. 1999;10(8):490–497. doi: 10.1016/S0955-2863(99)00033-9.
    1. Rudy TE, Kubinski JA, Boston JR. Multivariate analysis and repeated measurements: a primer. J Crit Care. 1992;7(1):30–41. doi: 10.1016/0883-9441(92)90006-S.
    1. Althouse AD. Adjust for multiple comparisons? It's not that simple. Ann Thorac Surg. 2016;101(5):1644–1645. doi: 10.1016/j.athoracsur.2015.11.024.
    1. Jones DP. Redefining oxidative stress. Antioxid Redox Signal. 2006;8(9–10):1865–1879. doi: 10.1089/ars.2006.8.1865.
    1. Yagishita Y, Fahey JW, Dinkova-Kostova AT, Kensler TW. Broccoli or sulforaphane: is it the source or dose that matters? Molecules. 2019;24(19):3593. doi: 10.3390/molecules24193593.
    1. Wise RA, Holbrook JT, Criner G, Sethi S, Rayapudi S, Sudini KR, et al. Lack of effect of oral sulforaphane administration on Nrf2 expression in COPD: a randomized, double-blind, placebo controlled trial. PLoS ONE. 2016;11(11):e0163716. doi: 10.1371/journal.pone.0163716.
    1. Tahata S, Singh SV, Lin Y, Hahm ER, Beumer JH, Christner SM, et al. Evaluation of biodistribution of sulforaphane after administration of oral broccoli sprout extract in melanoma patients with multiple atypical nevi. Cancer Prev Res (Phila) 2018;11(7):429–438. doi: 10.1158/1940-6207.CAPR-17-0268.
    1. King BH, Dukes K, Donnelly CL, Sikich L, McCracken JT, Scahill L, et al. Baseline factors predicting placebo response to treatment in children and adolescents with autism spectrum disorders: a multisite randomized clinical trial. JAMA Pediatr. 2013;167(11):1045–1052. doi: 10.1001/jamapediatrics.2013.2698.
    1. Jones RM, Carberry C, Hamo A, Lord C. Placebo-like response in absence of treatment in children with Autism. Autism Res. 2017;10(9):1567–1572. doi: 10.1002/aur.1798.
    1. Charman T, Taylor E, Drew A, Cockerill H, Brown JA, Baird G. Outcome at 7 years of children diagnosed with autism at age 2: predictive validity of assessments conducted at 2 and 3 years of age and pattern of symptom change over time. J Child Psychol Psychiatry. 2005;46(5):500–513. doi: 10.1111/j.1469-7610.2004.00377.x.
    1. Murias M, Major S, Davlantis K, Franz L, Harris A, Rardin B, et al. Validation of eye-tracking measures of social attention as a potential biomarker for autism clinical trials. Autism Res. 2018;11(1):166–174. doi: 10.1002/aur.1894.
    1. Ness SL, Bangerter A, Manyakov NV, Lewin D, Boice M, Skalkin A, et al. An observational study with the janssen autism knowledge engine (JAKE((R))) in individuals with autism spectrum disorder. Front Neurosci. 2019;13:111. doi: 10.3389/fnins.2019.00111.
    1. Parker KJ, Oztan O, Libove RA, Sumiyoshi RD, Jackson LP, Karhson DS, et al. Intranasal oxytocin treatment for social deficits and biomarkers of response in children with autism. Proc Natl Acad Sci U S A. 2017;114(30):8119–8124. doi: 10.1073/pnas.1705521114.
    1. Zhang L, Huang CC, Dai Y, Luo Q, Ji Y, Wang K, et al. Symptom improvement in children with autism spectrum disorder following bumetanide administration is associated with decreased GABA/glutamate ratios. Transl Psychiatry. 2020;10(1):9. doi: 10.1038/s41398-020-0692-2.
    1. Ballatori N, Krance SM, Marchan R, Hammond CL. Plasma membrane glutathione transporters and their roles in cell physiology and pathophysiology. Mol Asp Med. 2009;30(1–2):13–28. doi: 10.1016/j.mam.2008.08.004.
    1. Piantadosi CA, Withers CM, Bartz RR, MacGarvey NC, Fu P, Sweeney TE, et al. Heme oxygenase-1 couples activation of mitochondrial biogenesis to anti-inflammatory cytokine expression. J Biol Chem. 2011;286(18):16374–16385. doi: 10.1074/jbc.M110.207738.
    1. Krakowiak P, Hertz-Picciotto I, Hansen R, Pessah I, Van de Water J. Elevated plasma cytokines in autism spectrum disorders provide evidence of immune dysfunction and are associated with impaired behavioral outcome. Brain Behav Immun. 2011;25(1):40–45. doi: 10.1016/j.bbi.2010.08.003.
    1. Xie J, Huang L, Li X, Li H, Zhou Y, Zhu H, et al. Immunological cytokine profiling identifies TNF-alpha as a key molecule dysregulated in autistic children. Oncotarget. 2017;8(47):82390–82398. doi: 10.18632/oncotarget.19326.
    1. Eftekharian MM, Ghafouri-Fard S, Noroozi R, Omrani MD, Arsang-Jang S, Ganji M, et al. Cytokine profile in autistic patients. Cytokine. 2018;108:120–126. doi: 10.1016/j.cyto.2018.03.034.
    1. Chez MG, Dowling T, Patel PB, Khanna P, Kominsky M. Elevation of tumor necrosis factor-alpha in cerebrospinal fluid of autistic children. Pediatr Neurol. 2007;36(6):361–365. doi: 10.1016/j.pediatrneurol.2007.01.012.
    1. Aslebagh R, Singh K, Dubuke ML, Zimmerman AW, Shaffer SA, eds. Urine metabolomics of children with Autism Spectrum Disorder (ASD) treated with sulforaphane (Abstract). In: Proceedings of the ASMS conference on mass spectrometry and allied topics; 2019; Atlanta, GA.
    1. Rose S, Niyazov DM, Rossignol DA, Goldenthal M, Kahler SG, Frye RE. Clinical and molecular characteristics of mitochondrial dysfunction in autism spectrum disorder. Mol Diagn Ther. 2018;22(5):571–593. doi: 10.1007/s40291-018-0352-x.
    1. Rossignol DA, Frye RE. Evidence linking oxidative stress, mitochondrial dysfunction, and inflammation in the brain of individuals with autism. Front Physiol. 2014;5:150. doi: 10.3389/fphys.2014.00150.
    1. Nadeem A, Ahmad SF, Al-Ayadhi LY, Attia SM, Al-Harbi NO, Alzahrani KS, et al. Differential regulation of Nrf2 is linked to elevated inflammation and nitrative stress in monocytes of children with autism. Psychoneuroendocrinology. 2020;113:104554. doi: 10.1016/j.psyneuen.2019.104554.
    1. Pecorelli A, Ferrara F, Messano N, Cordone V, Schiavone ML, Cervellati F, et al. Alterations of mitochondrial bioenergetics, dynamics, and morphology support the theory of oxidative damage involvement in autism spectrum disorder. FASEB J. 2020;34(5):6521–6538. doi: 10.1096/fj.201902677R.
    1. Valacchi G, Virgili F, Cervellati C, Pecorelli A. OxInflammation: from subclinical condition to pathological biomarker. Front Physiol. 2018;9:858. doi: 10.3389/fphys.2018.00858.
    1. Holmstrom KM, Kostov RV, Dinkova-Kostova AT. The multifaceted role of Nrf2 in mitochondrial function. Curr Opin Toxicol. 2016;1:80–91. doi: 10.1016/j.cotox.2016.10.002.
    1. Dinkova-Kostova AT, Fahey JW, Kostov RV, Kensler TW. KEAP1 and done? Targeting the NRF2 pathway with sulforaphane. Trends Food Sci Technol. 2017;69(Pt B):257–269. doi: 10.1016/j.tifs.2017.02.002.

Source: PubMed

3
Předplatit