PMID- 19580875 OWN - NLM STAT- MEDLINE DCOM- 20091028 LR - 20220317 IS - 1095-9572 (Electronic) IS - 1053-8119 (Print) IS - 1053-8119 (Linking) VI - 48 IP - 2 DP - 2009 Nov 1 TI - Linearity of blood-oxygenation-level dependent signal at microvasculature. PG - 313-8 LID - 10.1016/j.neuroimage.2009.06.071 [doi] AB - The relationship between the blood-oxygenation-level dependent (BOLD) signal and its underlying neuronal activity is still inconclusive. The task of completely understanding this relationship has been encumbered not only by the complexity of neuronal responses, but also by nonlinear characteristics of the vascular response that are not correlated to neural activity. Repeated stimuli inducing replicable neural responses led to successively smaller BOLD amplitudes and delayed BOLD onset latencies when inter-stimulus intervals (ISIs) are shorter than 4-6 s, indicating significant nonlinearity between the BOLD signal and the underlying neuronal activity. We have provided evidence that large-vessel BOLD contributions could be the source of the nonlinearity (Zhang, N., Zhu, X.H., Chen, W., 2008b. Investigating the source of BOLD nonlinearity in human visual cortex in response to paired visual stimuli. Neuroimage 43, 204-212). By utilizing the spin-echo (SE) BOLD fMRI method at high magnetic fields to suppress large-vessel BOLD contributions, we found that the BOLD signal from the micro-vascular activity is replicable in response to replicated neuronal activities even at ISIs as short as approximately 1 s, suggesting that the micro-vascular BOLD activity is essentially a linear system. These results indicate that micro-vascular BOLD signals should provide an accurate estimate of the amplitude of neuronal activity changes. Consequently, the findings are important in understanding and resolving the controversy in the neurovascular coupling relationship. In addition, the difference in BOLD response times between macro- and micro-vascular activities demonstrated herein will have a significant impact on functional connectivity and causality studies. Moreover, SE fMRI at high fields, due to its capability of accurately representing the strength of neural activity as well as its previously shown high spatial specificity to activated brain regions, is an ideal choice for mapping brain function and quantifying the stimulus-evoked brain activity noninvasively. FAU - Zhang, Nanyin AU - Zhang N AD - Center for Comparative Neuroimaging, Department of Psychiatry, University of Massachusetts Medical School, Worcester, MA 01655, USA. nanyin.zhang@umassmed.edu FAU - Yacoub, Essa AU - Yacoub E FAU - Zhu, Xiao-Hong AU - Zhu XH FAU - Ugurbil, Kamil AU - Ugurbil K FAU - Chen, Wei AU - Chen W LA - eng GR - P41 RR08079/RR/NCRR NIH HHS/United States GR - P41 RR008079/RR/NCRR NIH HHS/United States GR - R01 EB000331/EB/NIBIB NIH HHS/United States GR - R01 EB000331-07/EB/NIBIB NIH HHS/United States GR - P30NS057091/NS/NINDS NIH HHS/United States GR - P30 NS057091-03/NS/NINDS NIH HHS/United States GR - P30 NS057091/NS/NINDS NIH HHS/United States GR - EB00513/EB/NIBIB NIH HHS/United States GR - R01 NS041262-08/NS/NINDS NIH HHS/United States GR - MH70800/MH/NIMH NIH HHS/United States GR - R01 MH070800-05/MH/NIMH NIH HHS/United States GR - R01 EB000513/EB/NIBIB NIH HHS/United States GR - R56 MH070800/MH/NIMH NIH HHS/United States GR - R56 EB000331/EB/NIBIB NIH HHS/United States GR - EB00329/EB/NIBIB NIH HHS/United States GR - R01 EB000329/EB/NIBIB NIH HHS/United States GR - NS41262/NS/NINDS NIH HHS/United States GR - R01 NS041262-07/NS/NINDS NIH HHS/United States GR - EB000331/EB/NIBIB NIH HHS/United States GR - P41 RR008079-16/RR/NCRR NIH HHS/United States GR - R01 EB000513-05/EB/NIBIB NIH HHS/United States GR - R01 MH070800/MH/NIMH NIH HHS/United States GR - R01 EB000329-04/EB/NIBIB NIH HHS/United States GR - R01 NS041262/NS/NINDS NIH HHS/United States PT - Journal Article PT - Research Support, N.I.H., Extramural PT - Research Support, Non-U.S. Gov't DEP - 20090704 PL - United States TA - Neuroimage JT - NeuroImage JID - 9215515 RN - S88TT14065 (Oxygen) SB - IM MH - Adult MH - *Cerebrovascular Circulation MH - Female MH - Humans MH - Linear Models MH - Magnetic Resonance Imaging/methods MH - Male MH - Microvessels/*physiology MH - Middle Aged MH - Neurons/physiology MH - Oxygen/*blood MH - Photic Stimulation MH - Time Factors MH - Visual Cortex/blood supply/*physiology MH - Visual Perception/physiology MH - Young Adult PMC - PMC2760467 MID - NIHMS130599 EDAT- 2009/07/08 09:00 MHDA- 2009/10/29 06:00 PMCR- 2010/11/01 CRDT- 2009/07/08 09:00 PHST- 2009/03/22 00:00 [received] PHST- 2009/05/31 00:00 [revised] PHST- 2009/06/29 00:00 [accepted] PHST- 2009/07/08 09:00 [entrez] PHST- 2009/07/08 09:00 [pubmed] PHST- 2009/10/29 06:00 [medline] PHST- 2010/11/01 00:00 [pmc-release] AID - S1053-8119(09)00712-5 [pii] AID - 10.1016/j.neuroimage.2009.06.071 [doi] PST - ppublish SO - Neuroimage. 2009 Nov 1;48(2):313-8. doi: 10.1016/j.neuroimage.2009.06.071. Epub 2009 Jul 4.