In this epidemiological study, dietary betaine and choline intake were not correlated with plasma HMW adiponectin levels.
Yannakoulia et al (2008). "Dietary factors associated with plasma high molecular weight and total adiponectin levels in apparently healthy women." Eur J Endocrinol 159(4): R5-10.