Educational objectiveTo investigate the impact of SARS-CoV-2 on sinonasal quality of life, olfaction, and cognition at different stages of viral infection and evaluate the association between olfaction and cognition in this population cohort. ObjectivesWhile olfactory dysfunction (OD) is a frequently reported symptom of COVID-19 (98% prevalence), neurocognitive symptoms are becoming more apparent as patients recover from infection. This study aims to address how different stages of infection [active infection (positive PCR test, symptomatic) vs. recovered (7 days post-symptoms)] compared to healthy control patients influence sinonasal quality of life, olfactory function, and cognition. Study designProspective, longitudinal, case-control. MethodsParticipants completed the SNOT-22, University of Pennsylvania Smell Identification Test (UPSIT) and validated cognitive examinations to assess degree of smell loss and neurocognitive function at baseline and at 1 and 3 months for the active group and 3 months for the recovered group. Self-reported olfactory function and overall health metrics were also collected. ResultsThe recovered group had the lowest average UPSIT score of 27.6 compared to 32.7 (active) and 32.6 (healthy control). 80% (n = 24) of the recovered patients and 56.3% (n = 9) of the active patients suffered from smell loss. In follow-up, the active group showed improvement in UPSIT scores while the recovered group scores worsened. In terms of neurocognitive performance, recovered patients had lower processing speed despite an improving UPSIT score. ConclusionSARS-CoV-2 infection was found to impact olfactory function in a delayed fashion with significant impact despite recovery from active infection. Although olfactory function improved, decrements in cognitive processing speed were detected in our cohort.
机构:
Harvard Med Sch, Dept Neurobiol, Boston, MA 02115 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Brann, David H.
Tsukahara, Tatsuya
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机构:
Harvard Med Sch, Dept Neurobiol, Boston, MA 02115 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Tsukahara, Tatsuya
Weinreb, Caleb
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h-index: 0
机构:
Harvard Med Sch, Dept Neurobiol, Boston, MA 02115 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Weinreb, Caleb
Lipovsek, Marcela
论文数: 0引用数: 0
h-index: 0
机构:
Kings Coll London, Ctr Dev Neurobiol, Inst Psychiat Psychol & Neurosci IoPPN, London SE1 1UL, EnglandHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Lipovsek, Marcela
Van den Berge, Koen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Univ Ghent, Dept Appl Math Comp Sci & Stat, Ghent, BelgiumHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Van den Berge, Koen
Gong, Boying
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Biostat, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Gong, Boying
Chance, Rebecca
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Mol & Cell Biol, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Chance, Rebecca
Macaulay, Iain C.
论文数: 0引用数: 0
h-index: 0
机构:
Earlham Inst, Norwich Res Pk, Norwich NR4 7UZ, Norfolk, EnglandHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Macaulay, Iain C.
Chou, Hsin-Jung
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Mol & Cell Biol, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Chou, Hsin-Jung
Fletcher, Russell B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Mol & Cell Biol, Berkeley, CA 94720 USA
Surrozen Inc, San Francisco, CA 94080 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Fletcher, Russell B.
Das, Diya
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Mol & Cell Biol, Berkeley, CA 94720 USA
Univ Calif Berkeley, Berkeley Inst Data Sci, Berkeley, CA 94720 USA
Genentech Inc, San Francisco, CA 94080 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Das, Diya
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机构:
Street, Kelly
de Bezieux, Hector Roux
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Biostat, Berkeley, CA 94720 USA
Univ Calif Berkeley, Ctr Computat Biol, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
de Bezieux, Hector Roux
Choi, Yoon-Gi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, QB3 Funct Genom Lab, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Choi, Yoon-Gi
Risso, Davide
论文数: 0引用数: 0
h-index: 0
机构:
Univ Padua, Dept Stat Sci, Padua, ItalyHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Risso, Davide
Dudoit, Sandrine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Univ Calif Berkeley, Sch Publ Hlth, Div Biostat, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Dudoit, Sandrine
Purdom, Elizabeth
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Purdom, Elizabeth
Mill, Jonathan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Exeter, Coll Med & Hlth, Med Sch, Exeter EX2 5DW, Devon, EnglandHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Mill, Jonathan
Hachem, Ralph Abi
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Dept Head & Neck Surg & Commun Sci, Sch Med, Durham, NC 27717 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Hachem, Ralph Abi
论文数: 引用数:
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机构:
Matsunami, Hiroaki
Logan, Darren W.
论文数: 0引用数: 0
h-index: 0
机构:
Waltham Petcare Sci Inst, Melton Mowbray LE14 4RT, Leics, EnglandHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Logan, Darren W.
Goldstein, Bradley J.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Dept Head & Neck Surg & Commun Sci, Sch Med, Durham, NC 27717 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Goldstein, Bradley J.
Grubb, Matthew S.
论文数: 0引用数: 0
h-index: 0
机构:
Kings Coll London, Ctr Dev Neurobiol, Inst Psychiat Psychol & Neurosci IoPPN, London SE1 1UL, EnglandHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Grubb, Matthew S.
Ngai, John
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Mol & Cell Biol, Berkeley, CA 94720 USA
Univ Calif Berkeley, QB3 Funct Genom Lab, Berkeley, CA 94720 USA
Univ Calif Berkeley, Helen Wills Neurosci Inst, Berkeley, CA 94720 USA
NINDS, NIH, Bethesda, MD 20892 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Ngai, John
Datta, Sandeep Robert
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Dept Neurobiol, Boston, MA 02115 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
机构:
Univ Virginia, Sch Med, Charlottesville, VA 22903 USAUniv Virginia, Dept Otolaryngol Head & Neck Surg, Charlottesville, VA 22903 USA
Fermin, Cyrelle R.
Wilson, James H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Virginia, Sch Med, Charlottesville, VA 22903 USAUniv Virginia, Dept Otolaryngol Head & Neck Surg, Charlottesville, VA 22903 USA
Wilson, James H.
Payne, Spencer C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Virginia, Dept Otolaryngol Head & Neck Surg, Charlottesville, VA 22903 USAUniv Virginia, Dept Otolaryngol Head & Neck Surg, Charlottesville, VA 22903 USA
Payne, Spencer C.
Mattos, Jose L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Virginia, Dept Otolaryngol Head & Neck Surg, Charlottesville, VA 22903 USAUniv Virginia, Dept Otolaryngol Head & Neck Surg, Charlottesville, VA 22903 USA
机构:
Karolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Stockholm Univ, Stockholm, SwedenKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Dintica, Christina S.
Marseglia, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Stockholm Univ, Stockholm, SwedenKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Marseglia, Anna
Rizzuto, Debora
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Stockholm Univ, Stockholm, SwedenKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Rizzuto, Debora
Wang, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Stockholm Univ, Stockholm, SwedenKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Wang, Rui
Seubert, Janina
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Stockholm Univ, Stockholm, Sweden
Karolinska Inst, Dept Clin Neurosci, Psychol Div, Stockholm, SwedenKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Seubert, Janina
Arfanakis, Konstantinos
论文数: 0引用数: 0
h-index: 0
机构:
IIT, Dept Biomed Engn, Chicago, IL 60616 USA
Rush Univ, Rush Alzheimers Dis Ctr, Med Ctr, Chicago, IL 60612 USAKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Arfanakis, Konstantinos
Bennett, David A.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Rush Alzheimers Dis Ctr, Med Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Neurol Sci, Med Ctr, Chicago, IL 60612 USAKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Bennett, David A.
Xu, Weili
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Stockholm Univ, Stockholm, Sweden
Tianjin Med Univ, Dept Epidemiol & Biostat, Sch Publ Hlth, Tianjin, Peoples R ChinaKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
机构:
Harvard Med Sch, Dept Neurobiol, Boston, MA 02115 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Brann, David H.
Tsukahara, Tatsuya
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Dept Neurobiol, Boston, MA 02115 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Tsukahara, Tatsuya
Weinreb, Caleb
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Dept Neurobiol, Boston, MA 02115 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Weinreb, Caleb
Lipovsek, Marcela
论文数: 0引用数: 0
h-index: 0
机构:
Kings Coll London, Ctr Dev Neurobiol, Inst Psychiat Psychol & Neurosci IoPPN, London SE1 1UL, EnglandHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Lipovsek, Marcela
Van den Berge, Koen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Univ Ghent, Dept Appl Math Comp Sci & Stat, Ghent, BelgiumHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Van den Berge, Koen
Gong, Boying
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Biostat, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Gong, Boying
Chance, Rebecca
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Mol & Cell Biol, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Chance, Rebecca
Macaulay, Iain C.
论文数: 0引用数: 0
h-index: 0
机构:
Earlham Inst, Norwich Res Pk, Norwich NR4 7UZ, Norfolk, EnglandHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Macaulay, Iain C.
Chou, Hsin-Jung
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Mol & Cell Biol, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Chou, Hsin-Jung
Fletcher, Russell B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Mol & Cell Biol, Berkeley, CA 94720 USA
Surrozen Inc, San Francisco, CA 94080 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Fletcher, Russell B.
Das, Diya
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Mol & Cell Biol, Berkeley, CA 94720 USA
Univ Calif Berkeley, Berkeley Inst Data Sci, Berkeley, CA 94720 USA
Genentech Inc, San Francisco, CA 94080 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Das, Diya
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机构:
Street, Kelly
de Bezieux, Hector Roux
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Biostat, Berkeley, CA 94720 USA
Univ Calif Berkeley, Ctr Computat Biol, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
de Bezieux, Hector Roux
Choi, Yoon-Gi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, QB3 Funct Genom Lab, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Choi, Yoon-Gi
Risso, Davide
论文数: 0引用数: 0
h-index: 0
机构:
Univ Padua, Dept Stat Sci, Padua, ItalyHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Risso, Davide
Dudoit, Sandrine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Univ Calif Berkeley, Sch Publ Hlth, Div Biostat, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Dudoit, Sandrine
Purdom, Elizabeth
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Purdom, Elizabeth
Mill, Jonathan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Exeter, Coll Med & Hlth, Med Sch, Exeter EX2 5DW, Devon, EnglandHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Mill, Jonathan
Hachem, Ralph Abi
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Dept Head & Neck Surg & Commun Sci, Sch Med, Durham, NC 27717 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Hachem, Ralph Abi
论文数: 引用数:
h-index:
机构:
Matsunami, Hiroaki
Logan, Darren W.
论文数: 0引用数: 0
h-index: 0
机构:
Waltham Petcare Sci Inst, Melton Mowbray LE14 4RT, Leics, EnglandHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Logan, Darren W.
Goldstein, Bradley J.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Dept Head & Neck Surg & Commun Sci, Sch Med, Durham, NC 27717 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Goldstein, Bradley J.
Grubb, Matthew S.
论文数: 0引用数: 0
h-index: 0
机构:
Kings Coll London, Ctr Dev Neurobiol, Inst Psychiat Psychol & Neurosci IoPPN, London SE1 1UL, EnglandHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Grubb, Matthew S.
Ngai, John
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Mol & Cell Biol, Berkeley, CA 94720 USA
Univ Calif Berkeley, QB3 Funct Genom Lab, Berkeley, CA 94720 USA
Univ Calif Berkeley, Helen Wills Neurosci Inst, Berkeley, CA 94720 USA
NINDS, NIH, Bethesda, MD 20892 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
Ngai, John
Datta, Sandeep Robert
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Dept Neurobiol, Boston, MA 02115 USAHarvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
机构:
Univ Virginia, Sch Med, Charlottesville, VA 22903 USAUniv Virginia, Dept Otolaryngol Head & Neck Surg, Charlottesville, VA 22903 USA
Fermin, Cyrelle R.
Wilson, James H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Virginia, Sch Med, Charlottesville, VA 22903 USAUniv Virginia, Dept Otolaryngol Head & Neck Surg, Charlottesville, VA 22903 USA
Wilson, James H.
Payne, Spencer C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Virginia, Dept Otolaryngol Head & Neck Surg, Charlottesville, VA 22903 USAUniv Virginia, Dept Otolaryngol Head & Neck Surg, Charlottesville, VA 22903 USA
Payne, Spencer C.
Mattos, Jose L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Virginia, Dept Otolaryngol Head & Neck Surg, Charlottesville, VA 22903 USAUniv Virginia, Dept Otolaryngol Head & Neck Surg, Charlottesville, VA 22903 USA
机构:
Karolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Stockholm Univ, Stockholm, SwedenKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Dintica, Christina S.
Marseglia, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Stockholm Univ, Stockholm, SwedenKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Marseglia, Anna
Rizzuto, Debora
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Stockholm Univ, Stockholm, SwedenKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Rizzuto, Debora
Wang, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Stockholm Univ, Stockholm, SwedenKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Wang, Rui
Seubert, Janina
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Stockholm Univ, Stockholm, Sweden
Karolinska Inst, Dept Clin Neurosci, Psychol Div, Stockholm, SwedenKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Seubert, Janina
Arfanakis, Konstantinos
论文数: 0引用数: 0
h-index: 0
机构:
IIT, Dept Biomed Engn, Chicago, IL 60616 USA
Rush Univ, Rush Alzheimers Dis Ctr, Med Ctr, Chicago, IL 60612 USAKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Arfanakis, Konstantinos
Bennett, David A.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Rush Alzheimers Dis Ctr, Med Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Neurol Sci, Med Ctr, Chicago, IL 60612 USAKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Bennett, David A.
Xu, Weili
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
Stockholm Univ, Stockholm, Sweden
Tianjin Med Univ, Dept Epidemiol & Biostat, Sch Publ Hlth, Tianjin, Peoples R ChinaKarolinska Inst, Aging Res Ctr, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden