Propagation of slow intrinsic brain activity has been widely observed in electrophysiogical studies of slow wave sleep (SWS). However, in human resting state fMRI (rs-fMRI), intrinsic activity has been understood predominantly in terms of zero-lag temporal synchrony (functional connectivity) within systems known as resting state networks (RSNs). Prior rs-fMRI studies have found that RSNs are generally preserved across wake and sleep. Here, we use a recently developed analysis technique to study propagation of infra-slow intrinsic blood oxygen level dependent (BOLD) signals in normal adults during wake and SWS. This analysis reveals marked changes in propagation patterns in SWS vs. wake. Broadly, ordered propagation is preserved within traditionally defined RSNs but lost between RSNs. Additionally, propagation between cerebral cortex and subcortical structures reverses directions, and intra-cortical propagation becomes reorganized, especially in visual and sensorimotor cortices. These findings show that propagated rs-fMRI activity informs theoretical accounts of the neural functions of sleep.
机构:
Harvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Boston, MA 02215 USAHarvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Boston, MA 02215 USA
机构:
Univ Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, CanadaUniv Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, Canada
Baena, Daniel
Fang, Zhuo
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Univ Ottawa, Sch Psychol, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, Canada
Fang, Zhuo
Ray, Laura B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Psychol, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, Canada
Ray, Laura B.
Owen, Adrian M.
论文数: 0引用数: 0
h-index: 0
机构:
Western Univ, Brain & Mind Inst, London, ON N6A 5B7, Canada
Western Univ, Dept Physiol & Pharmacol, London, ON N6A 5C1, Canada
Western Univ, Dept Psychol, London, ON N6A 5C1, CanadaUniv Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, Canada
Owen, Adrian M.
Fogel, Stuart M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, Canada
Univ Ottawa, Sch Psychol, Ottawa, ON K1N 6N5, Canada
Univ Ottawa, Brain & Mind Res Inst, Ottawa, ON K1N 6N5, Canada
Western Univ, Brain & Mind Inst, London, ON N6A 5B7, CanadaUniv Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, Canada
机构:
San Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Hilditch, Cassie J.
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机构:
Bansal, Kanika
Chachad, Ravi
论文数: 0引用数: 0
h-index: 0
机构:
San Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Chachad, Ravi
Wong, Lily R.
论文数: 0引用数: 0
h-index: 0
机构:
San Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Wong, Lily R.
Bathurst, Nicholas G.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, Fatigue Countermeasures Lab, Human Syst Integrat Div, Moffett Field, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Bathurst, Nicholas G.
Feick, Nathan H.
论文数: 0引用数: 0
h-index: 0
机构:
San Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Feick, Nathan H.
Santamaria, Amanda
论文数: 0引用数: 0
h-index: 0
机构:
Univ South Australia, Cognit & Syst Neurosci Res Hub, Adelaide, SA, AustraliaSan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Santamaria, Amanda
Shattuck, Nita L.
论文数: 0引用数: 0
h-index: 0
机构:
Naval Postgrad Sch, Dept Operat Res, Monterey, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Shattuck, Nita L.
Garcia, Javier O.
论文数: 0引用数: 0
h-index: 0
机构:
US DEVCOM Army Res Lab, Humans Complex Syst Div, Aberdeen Proving Ground, MD USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Garcia, Javier O.
Flynn-Evans, Erin E.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, Fatigue Countermeasures Lab, Human Syst Integrat Div, Moffett Field, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
机构:
Univ Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Univ Oslo, Dept Psychol, Forskningsveien 3A, N-0373 Oslo, NorwayUniv Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Helfrich, Randolph F.
Mander, Bryce A.
论文数: 0引用数: 0
h-index: 0
机构:
UC Irvine, Dept Psychiat & Human Behav, 101 City Dr, Orange, CA 92868 USA
Univ Calif Berkeley, Dept Psychol, Tolman Hall, Berkeley, CA 94720 USAUniv Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Mander, Bryce A.
Jagust, William J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Psychol, Tolman Hall, Berkeley, CA 94720 USAUniv Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Jagust, William J.
Knight, Robert T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Psychol, Tolman Hall, Berkeley, CA 94720 USAUniv Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Knight, Robert T.
Walker, Matthew P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Psychol, Tolman Hall, Berkeley, CA 94720 USAUniv Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
机构:
Harvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USAHarvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USA
Thankachan, Stephen
Yang, Chun
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USAHarvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USA
Yang, Chun
Kastanenka, Ksenia, V
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Massachusetts Gen Hosp, MassGen Inst Neurodegenerat Dis, Dept Neurol, Charlestown, MA 02129 USAHarvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USA
Kastanenka, Ksenia, V
Bacskai, Brian J.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Massachusetts Gen Hosp, MassGen Inst Neurodegenerat Dis, Dept Neurol, Charlestown, MA 02129 USAHarvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USA
Bacskai, Brian J.
Gerashchenko, Dmitry
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USAHarvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USA
机构:
Harvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Boston, MA 02215 USAHarvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Boston, MA 02215 USA
机构:
Univ Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, CanadaUniv Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, Canada
Baena, Daniel
Fang, Zhuo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Psychol, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, Canada
Fang, Zhuo
Ray, Laura B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Psychol, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, Canada
Ray, Laura B.
Owen, Adrian M.
论文数: 0引用数: 0
h-index: 0
机构:
Western Univ, Brain & Mind Inst, London, ON N6A 5B7, Canada
Western Univ, Dept Physiol & Pharmacol, London, ON N6A 5C1, Canada
Western Univ, Dept Psychol, London, ON N6A 5C1, CanadaUniv Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, Canada
Owen, Adrian M.
Fogel, Stuart M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, Canada
Univ Ottawa, Sch Psychol, Ottawa, ON K1N 6N5, Canada
Univ Ottawa, Brain & Mind Res Inst, Ottawa, ON K1N 6N5, Canada
Western Univ, Brain & Mind Inst, London, ON N6A 5B7, CanadaUniv Ottawa, Sleep Unit, Inst Mental Hlth Res Royal, Ottawa, ON K1Z 7K4, Canada
机构:
San Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Hilditch, Cassie J.
论文数: 引用数:
h-index:
机构:
Bansal, Kanika
Chachad, Ravi
论文数: 0引用数: 0
h-index: 0
机构:
San Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Chachad, Ravi
Wong, Lily R.
论文数: 0引用数: 0
h-index: 0
机构:
San Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Wong, Lily R.
Bathurst, Nicholas G.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, Fatigue Countermeasures Lab, Human Syst Integrat Div, Moffett Field, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Bathurst, Nicholas G.
Feick, Nathan H.
论文数: 0引用数: 0
h-index: 0
机构:
San Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Feick, Nathan H.
Santamaria, Amanda
论文数: 0引用数: 0
h-index: 0
机构:
Univ South Australia, Cognit & Syst Neurosci Res Hub, Adelaide, SA, AustraliaSan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Santamaria, Amanda
Shattuck, Nita L.
论文数: 0引用数: 0
h-index: 0
机构:
Naval Postgrad Sch, Dept Operat Res, Monterey, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Shattuck, Nita L.
Garcia, Javier O.
论文数: 0引用数: 0
h-index: 0
机构:
US DEVCOM Army Res Lab, Humans Complex Syst Div, Aberdeen Proving Ground, MD USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
Garcia, Javier O.
Flynn-Evans, Erin E.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, Fatigue Countermeasures Lab, Human Syst Integrat Div, Moffett Field, CA USASan Jose State Univ, Dept Psychol, Fatigue Countermeasures Lab, San Jose, CA USA
机构:
Univ Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Univ Oslo, Dept Psychol, Forskningsveien 3A, N-0373 Oslo, NorwayUniv Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Helfrich, Randolph F.
Mander, Bryce A.
论文数: 0引用数: 0
h-index: 0
机构:
UC Irvine, Dept Psychiat & Human Behav, 101 City Dr, Orange, CA 92868 USA
Univ Calif Berkeley, Dept Psychol, Tolman Hall, Berkeley, CA 94720 USAUniv Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Mander, Bryce A.
Jagust, William J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Psychol, Tolman Hall, Berkeley, CA 94720 USAUniv Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Jagust, William J.
Knight, Robert T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Psychol, Tolman Hall, Berkeley, CA 94720 USAUniv Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Knight, Robert T.
Walker, Matthew P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Psychol, Tolman Hall, Berkeley, CA 94720 USAUniv Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
机构:
Harvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USAHarvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USA
Thankachan, Stephen
Yang, Chun
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USAHarvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USA
Yang, Chun
Kastanenka, Ksenia, V
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Massachusetts Gen Hosp, MassGen Inst Neurodegenerat Dis, Dept Neurol, Charlestown, MA 02129 USAHarvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USA
Kastanenka, Ksenia, V
Bacskai, Brian J.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Massachusetts Gen Hosp, MassGen Inst Neurodegenerat Dis, Dept Neurol, Charlestown, MA 02129 USAHarvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USA
Bacskai, Brian J.
Gerashchenko, Dmitry
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USAHarvard Med Sch, Vet Affairs Boston Healthcare Syst, West Roxbury, MA 02132 USA