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MicroRNA Profiling Identifies Age-Associated MicroRNAs and Potential Biomarkers for Early Diagnosis of Autism
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Salloum-Asfar, Salam
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Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar

Ltaief, Samia M.
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Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar

Taha, Rowaida Z.
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Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar

Nour-Eldine, Wared
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Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar

Abdulla, Sara A.
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Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar

Al-Shammari, Abeer R.
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Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar
Hamad Bin Khalifa Univ, Qatar Fdn, Coll Hlth & Life Sci, POB 34110, Doha, Qatar Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar
机构:
[1] Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar
[2] Hamad Bin Khalifa Univ, Qatar Fdn, Coll Hlth & Life Sci, POB 34110, Doha, Qatar
关键词:
ASD;
autism;
miRNAs;
plasma;
diagnosis;
biomarkers;
logistic regression;
GENOME-WIDE;
EXPRESSION;
D O I:
10.3390/ijms26052044
中图分类号:
Q5 [生物化学];
Q7 [分子生物学];
学科分类号:
071010 ;
081704 ;
摘要:
Autism spectrum disorder (ASD) is a neurodevelopmental disorder in which early diagnosis is critical for effective intervention and improved outcomes. MicroRNAs (miRNAs) are small non-coding RNAs that regulate gene expression and have emerged as promising biomarkers for neurological disorders, including ASD. In our previous discovery study, we identified dysregulated expression of several miRNAs in the plasma samples of children with ASD aged 5-12 years. In this study, we aimed to validate these findings in a younger cohort with ASD (aged 2-4 years) and assess their potential use as biomarkers for the early diagnosis of ASD. A total of 108 young children aged 2-4 years were recruited, including 66 children with ASD and 42 age- and sex-matched controls. Using next-generation sequencing and advanced bioinformatics, we validated the differential expression of 17 miRNAs in ASD, which showed consistent dysregulation across both the current and previous cohorts. We also observed significant correlations between several miRNAs and participants' age, suggesting that age is a key factor influencing dynamic miRNA changes, particularly in the ASD group. Pathway analysis linked these miRNAs to critical regulatory networks involved in neurodevelopment and immune responses. Finally, we found that a combination of four miRNAs (miR-4433b-5p, miR-15a-5p, miR-335-5p, and miR-1180-3p) exhibited high diagnostic accuracy, with an area under the curve (ROC-AUC) of 0.936 (95% CI = 0.892, 0.980; p < 0.001). These findings support the use of this four-miRNA panel as a robust biomarker for early ASD diagnosis and lay the groundwork for future research into miRNA-based diagnostic tools and therapeutic strategies for ASD.
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共 38 条
[1]
Autism and Increased Paternal Age Related Changes in Global Levels of Gene Expression Regulation
[J].
Alter, Mark D.
;
Kharkar, Rutwik
;
Ramsey, Keri E.
;
Craig, David W.
;
Melmed, Raun D.
;
Grebe, Theresa A.
;
Bay, R. Curtis
;
Ober-Reynolds, Sharman
;
Kirwan, Janet
;
Jones, Josh J.
;
Turner, J. Blake
;
Hen, Rene
;
Stephan, Dietrich A.
.
PLOS ONE,
2011, 6 (02)

Alter, Mark D.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA

Kharkar, Rutwik
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA

Ramsey, Keri E.
论文数: 0 引用数: 0
h-index: 0
机构:
Translat Gen Res Inst, Neurogen Div, Phoenix, AZ USA Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA

Craig, David W.
论文数: 0 引用数: 0
h-index: 0
机构:
Translat Gen Res Inst, Neurogen Div, Phoenix, AZ USA Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA

Melmed, Raun D.
论文数: 0 引用数: 0
h-index: 0
机构:
SW Autism Res & Resource Ctr, Phoenix, AZ USA Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA

Grebe, Theresa A.
论文数: 0 引用数: 0
h-index: 0
机构:
SW Autism Res & Resource Ctr, Phoenix, AZ USA Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA

Bay, R. Curtis
论文数: 0 引用数: 0
h-index: 0
机构:
SW Autism Res & Resource Ctr, Phoenix, AZ USA Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA

Ober-Reynolds, Sharman
论文数: 0 引用数: 0
h-index: 0
机构:
SW Autism Res & Resource Ctr, Phoenix, AZ USA Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA

Kirwan, Janet
论文数: 0 引用数: 0
h-index: 0
机构:
SW Autism Res & Resource Ctr, Phoenix, AZ USA Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA

Jones, Josh J.
论文数: 0 引用数: 0
h-index: 0
机构:
SW Autism Res & Resource Ctr, Phoenix, AZ USA Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA

Turner, J. Blake
论文数: 0 引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Psychiat, Div Child & Adolescent Psychiat, New York, NY USA Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA

Hen, Rene
论文数: 0 引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Psychiat, New York, NY USA
Columbia Univ, Dept Neurosci, New York, NY USA Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA

Stephan, Dietrich A.
论文数: 0 引用数: 0
h-index: 0
机构:
Translat Gen Res Inst, Neurogen Div, Phoenix, AZ USA Univ Penn, Dept Psychiat, Ctr Neurobiol & Behav, Philadelphia, PA 19104 USA
[2]
Closing the Diagnostic Gap: Early Autism Spectrum Disorder Screening for Every Child
[J].
Becerra, Marisa A.
.
HEALTH & SOCIAL WORK,
2022, 47 (02)
:87-91

Becerra, Marisa A.
论文数: 0 引用数: 0
h-index: 0
机构:
Calif State Univ, 6000 J St, Sacramento, CA 95819 USA
Child Abuse Prevent Ctr, Family Engagement Liaison, 4700 Roseville Rd, North Highlands, CA 95660 USA Calif State Univ, 6000 J St, Sacramento, CA 95819 USA
[3]
CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
[J].
BENJAMINI, Y
;
HOCHBERG, Y
.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY,
1995, 57 (01)
:289-300

BENJAMINI, Y
论文数: 0 引用数: 0
h-index: 0

HOCHBERG, Y
论文数: 0 引用数: 0
h-index: 0
[4]
Genome-wide expression assay comparison across frozen and fixed postmortem brain tissue samples
[J].
Chow, Maggie L.
;
Li, Hai-Ri
;
Winn, Mary E.
;
April, Craig
;
Barnes, Cynthia C.
;
Wynshaw-Boris, Anthony
;
Fan, Jian-Bing
;
Fu, Xiang-Dong
;
Courchesne, Eric
;
Schork, Nicholas J.
.
BMC GENOMICS,
2011, 12

Chow, Maggie L.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Neurosci, NIH UCSD Autism Ctr Excellence, Sch Med, La Jolla, CA 92093 USA Univ Calif San Diego, Sch Med, Dept Cellular & Mol Med, La Jolla, CA 92093 USA

Li, Hai-Ri
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Sch Med, Dept Cellular & Mol Med, La Jolla, CA 92093 USA Univ Calif San Diego, Sch Med, Dept Cellular & Mol Med, La Jolla, CA 92093 USA

Winn, Mary E.
论文数: 0 引用数: 0
h-index: 0
机构:
Scripps Res Inst, Scripps Genom Med & Scripps Translat Sci Inst STS, La Jolla, CA 92037 USA
Univ Calif San Diego, Dept Med, Grad Program Biomed Sci, La Jolla, CA 92093 USA Univ Calif San Diego, Sch Med, Dept Cellular & Mol Med, La Jolla, CA 92093 USA

April, Craig
论文数: 0 引用数: 0
h-index: 0
机构:
Illumina Inc, San Diego, CA 92121 USA Univ Calif San Diego, Sch Med, Dept Cellular & Mol Med, La Jolla, CA 92093 USA

Barnes, Cynthia C.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Neurosci, NIH UCSD Autism Ctr Excellence, Sch Med, La Jolla, CA 92093 USA Univ Calif San Diego, Sch Med, Dept Cellular & Mol Med, La Jolla, CA 92093 USA

Wynshaw-Boris, Anthony
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Sch Med, Div Med Genet, Dept Pediat, San Francisco, CA 94143 USA
Univ Calif San Francisco, Sch Med, Inst Human Genet, San Francisco, CA 94143 USA Univ Calif San Diego, Sch Med, Dept Cellular & Mol Med, La Jolla, CA 92093 USA

Fan, Jian-Bing
论文数: 0 引用数: 0
h-index: 0
机构:
Illumina Inc, San Diego, CA 92121 USA Univ Calif San Diego, Sch Med, Dept Cellular & Mol Med, La Jolla, CA 92093 USA

Fu, Xiang-Dong
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Sch Med, Dept Cellular & Mol Med, La Jolla, CA 92093 USA Univ Calif San Diego, Sch Med, Dept Cellular & Mol Med, La Jolla, CA 92093 USA

Courchesne, Eric
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Neurosci, NIH UCSD Autism Ctr Excellence, Sch Med, La Jolla, CA 92093 USA Univ Calif San Diego, Sch Med, Dept Cellular & Mol Med, La Jolla, CA 92093 USA

Schork, Nicholas J.
论文数: 0 引用数: 0
h-index: 0
机构:
Scripps Res Inst, Scripps Genom Med & Scripps Translat Sci Inst STS, La Jolla, CA 92037 USA Univ Calif San Diego, Sch Med, Dept Cellular & Mol Med, La Jolla, CA 92093 USA
[5]
Missed diagnoses and misdiagnoses of adults with autism spectrum disorder
[J].
Fusar-Poli, Laura
;
Brondino, Natascia
;
Politi, Pierluigi
;
Aguglia, Eugenio
.
EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE,
2022, 272 (02)
:187-198

Fusar-Poli, Laura
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Catania, Dept Clin & Expt Med, Psychiat Unit, Via Santa Sofia 78, I-95123 Catania, Italy Univ Catania, Dept Clin & Expt Med, Psychiat Unit, Via Santa Sofia 78, I-95123 Catania, Italy

Brondino, Natascia
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Pavia, Dept Brain & Behav Sci, Via Bassi 21, I-27100 Pavia, Italy Univ Catania, Dept Clin & Expt Med, Psychiat Unit, Via Santa Sofia 78, I-95123 Catania, Italy

Politi, Pierluigi
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Pavia, Dept Brain & Behav Sci, Via Bassi 21, I-27100 Pavia, Italy Univ Catania, Dept Clin & Expt Med, Psychiat Unit, Via Santa Sofia 78, I-95123 Catania, Italy

Aguglia, Eugenio
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Catania, Dept Clin & Expt Med, Psychiat Unit, Via Santa Sofia 78, I-95123 Catania, Italy Univ Catania, Dept Clin & Expt Med, Psychiat Unit, Via Santa Sofia 78, I-95123 Catania, Italy
[6]
miRNAs as biomarkers of autism spectrum disorder: a systematic review and meta-analysis
[J].
Garrido-Torres, Nathalia
;
Guzman-Torres, Karem
;
Garcia-Cerro, Susana
;
Pinilla Bermudez, Gladys
;
Cruz-Baquero, Claudia
;
Ochoa, Hansel
;
Garcia-Gonzalez, Diego
;
Canal-Rivero, Manuel
;
Crespo-Facorro, Benedicto
;
Ruiz-Veguilla, Miguel
.
EUROPEAN CHILD & ADOLESCENT PSYCHIATRY,
2024, 33 (09)
:2957-2990

Garrido-Torres, Nathalia
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain
Spanish Network Res Mental Hlth CIBERSAM, Seville, Spain Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain

Guzman-Torres, Karem
论文数: 0 引用数: 0
h-index: 0
机构:
Colegio Mayor Cundinamarca, Bogota, Colombia Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain

Garcia-Cerro, Susana
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain
Spanish Network Res Mental Hlth CIBERSAM, Seville, Spain Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain

Pinilla Bermudez, Gladys
论文数: 0 引用数: 0
h-index: 0
机构:
Colegio Mayor Cundinamarca, Bogota, Colombia Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain

Cruz-Baquero, Claudia
论文数: 0 引用数: 0
h-index: 0
机构:
Colegio Mayor Cundinamarca, Bogota, Colombia Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain

Ochoa, Hansel
论文数: 0 引用数: 0
h-index: 0
机构:
Andes Univ, Epidemiol Res Grp EpiAndes, Bogota, Colombia Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain

Garcia-Gonzalez, Diego
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain

Canal-Rivero, Manuel
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain
Spanish Network Res Mental Hlth CIBERSAM, Seville, Spain Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain

论文数: 引用数:
h-index:
机构:

Ruiz-Veguilla, Miguel
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain
Spanish Network Res Mental Hlth CIBERSAM, Seville, Spain Univ Seville, Hosp Univ Virgen Rocio, Dept Psychiat, IBIS CSIC, Avda Manuel Siurot S-N, Seville 41013, Spain
[7]
Patterning of Regional Gene Expression in Autism: New Complexity
[J].
Ginsberg, Matthew R.
;
Rubin, Robert A.
;
Natowicz, Marvin R.
.
SCIENTIFIC REPORTS,
2013, 3

Ginsberg, Matthew R.
论文数: 0 引用数: 0
h-index: 0
机构:
Cleveland Clin, Cleveland Clin Lerner Coll Med, Cleveland, OH 44106 USA Cleveland Clin, Cleveland Clin Lerner Coll Med, Cleveland, OH 44106 USA

Rubin, Robert A.
论文数: 0 引用数: 0
h-index: 0
机构:
Whittier Coll, Dept Math, Whittier, CA USA Cleveland Clin, Cleveland Clin Lerner Coll Med, Cleveland, OH 44106 USA

Natowicz, Marvin R.
论文数: 0 引用数: 0
h-index: 0
机构:
Cleveland Clin, Cleveland Clin Lerner Coll Med, Cleveland, OH 44106 USA
Cleveland Clin, Neurol Inst, Cleveland, OH 44106 USA
Cleveland Clin, Inst Pediat, Cleveland, OH 44106 USA Cleveland Clin, Cleveland Clin Lerner Coll Med, Cleveland, OH 44106 USA
[8]
Brain Transcriptional and Epigenetic Associations with Autism
[J].
Ginsberg, Matthew R.
;
Rubin, Robert A.
;
Falcone, Tatiana
;
Ting, Angela H.
;
Natowicz, Marvin R.
.
PLOS ONE,
2012, 7 (09)

Ginsberg, Matthew R.
论文数: 0 引用数: 0
h-index: 0
机构:
Cleveland Clin, Lerner Coll Med, Cleveland, OH 44106 USA Cleveland Clin, Lerner Coll Med, Cleveland, OH 44106 USA

Rubin, Robert A.
论文数: 0 引用数: 0
h-index: 0
机构:
Whittier Coll, Dept Math, Whittier, CA USA Cleveland Clin, Lerner Coll Med, Cleveland, OH 44106 USA

Falcone, Tatiana
论文数: 0 引用数: 0
h-index: 0
机构:
Cleveland Clin, Neurol Inst, Cleveland, OH 44106 USA Cleveland Clin, Lerner Coll Med, Cleveland, OH 44106 USA

Ting, Angela H.
论文数: 0 引用数: 0
h-index: 0
机构:
Cleveland Clin, Genom Med Inst, Cleveland, OH 44106 USA Cleveland Clin, Lerner Coll Med, Cleveland, OH 44106 USA

Natowicz, Marvin R.
论文数: 0 引用数: 0
h-index: 0
机构:
Cleveland Clin, Lerner Coll Med, Cleveland, OH 44106 USA
Cleveland Clin, Neurol Inst, Cleveland, OH 44106 USA
Cleveland Clin, Genom Med Inst, Cleveland, OH 44106 USA
Cleveland Clin, Pathol & Lab Med Inst, Cleveland, OH 44106 USA
Cleveland Clin, Inst Pediat, Cleveland, OH 44106 USA Cleveland Clin, Lerner Coll Med, Cleveland, OH 44106 USA
[9]
Gene expression changes in children with autism
[J].
Gregg, Jeffrey P.
;
Lit, Lisa
;
Baron, Colin A.
;
Hertz-Picciotto, Irva
;
Walker, Wynn
;
Davis, Ryan A.
;
Croen, Lisa A.
;
Ozonoff, Sally
;
Hansen, Robin
;
Pessah, Isaac N.
;
Sharp, Frank R.
.
GENOMICS,
2008, 91 (01)
:22-29

Gregg, Jeffrey P.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA
Univ Calif Davis, Med Ctr, Med Invest Neurodev Disorders Inst, Sacramento, CA 95817 USA
Univ Calif Davis, Ctr Childrens Environm Hlth Sci, Davis, CA 95616 USA Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA

Lit, Lisa
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Med Ctr, Med Invest Neurodev Disorders Inst, Sacramento, CA 95817 USA
Univ Calif Davis, Med Ctr, Dept Neurol, Sacramento, CA 95817 USA Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA

Baron, Colin A.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA
Univ Calif Davis, Med Ctr, Med Invest Neurodev Disorders Inst, Sacramento, CA 95817 USA Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA

Hertz-Picciotto, Irva
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Med Ctr, Med Invest Neurodev Disorders Inst, Sacramento, CA 95817 USA
Univ Calif Davis, Med Ctr, Dept Publ Hlth Sci, Sacramento, CA 95817 USA
Univ Calif Davis, Ctr Childrens Environm Hlth Sci, Davis, CA 95616 USA Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA

Walker, Wynn
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Med Ctr, Med Invest Neurodev Disorders Inst, Sacramento, CA 95817 USA
Univ Calif Davis, Med Ctr, Dept Neurol, Sacramento, CA 95817 USA Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA

Davis, Ryan A.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA

Croen, Lisa A.
论文数: 0 引用数: 0
h-index: 0
机构:
Kaiser Permanente, Div Res, Oakland, CA 94612 USA Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA

Ozonoff, Sally
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Med Ctr, Med Invest Neurodev Disorders Inst, Sacramento, CA 95817 USA
Univ Calif Davis, Med Ctr, Dept Psychiat, Sacramento, CA 95817 USA Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA

Hansen, Robin
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Med Ctr, Med Invest Neurodev Disorders Inst, Sacramento, CA 95817 USA
Univ Calif Davis, Med Ctr, Dept Pediat, Sacramento, CA 95817 USA
Univ Calif Davis, Ctr Childrens Environm Hlth Sci, Davis, CA 95616 USA Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA

Pessah, Isaac N.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Med Ctr, Med Invest Neurodev Disorders Inst, Sacramento, CA 95817 USA
Univ Calif Davis, Ctr Childrens Environm Hlth Sci, Davis, CA 95616 USA Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA

Sharp, Frank R.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Med Ctr, Med Invest Neurodev Disorders Inst, Sacramento, CA 95817 USA
Univ Calif Davis, Med Ctr, Dept Neurol, Sacramento, CA 95817 USA
Univ Calif Davis, Ctr Childrens Environm Hlth Sci, Davis, CA 95616 USA Univ Calif Davis, Med Ctr, Dept Pathol, Sacramento, CA 95817 USA
[10]
Micrornas: Small RNAs with a big role in gene regulation
[J].
He, L
;
Hannon, GJ
.
NATURE REVIEWS GENETICS,
2004, 5 (07)
:522-531

He, L
论文数: 0 引用数: 0
h-index: 0
机构:
Watson Sch Biol Sci, Cold Spring Harbor Lab, Cold Spring Harbor, NY 11724 USA Watson Sch Biol Sci, Cold Spring Harbor Lab, Cold Spring Harbor, NY 11724 USA

Hannon, GJ
论文数: 0 引用数: 0
h-index: 0
机构:
Watson Sch Biol Sci, Cold Spring Harbor Lab, Cold Spring Harbor, NY 11724 USA Watson Sch Biol Sci, Cold Spring Harbor Lab, Cold Spring Harbor, NY 11724 USA