LIVIVO - The Search Portal for Life Sciences

zur deutschen Oberfläche wechseln
Advanced search

Search results

Result 1 - 10 of total 326

Search options

  1. Article: Genetics of Alzheimer's Disease in the African American Population.

    Logue, Mark W / Dasgupta, Shoumita / Farrer, Lindsay A

    Journal of clinical medicine

    2023  Volume 12, Issue 16

    Abstract: Black/African American (AA) individuals have a higher risk of Alzheimer's disease (AD) than White non-Hispanic persons of European ancestry (EUR) for reasons that may include economic disparities, cardiovascular health, quality of education, and biases ... ...

    Abstract Black/African American (AA) individuals have a higher risk of Alzheimer's disease (AD) than White non-Hispanic persons of European ancestry (EUR) for reasons that may include economic disparities, cardiovascular health, quality of education, and biases in the methods used to diagnose AD. AD is also heritable, and some of the differences in risk may be due to genetics. Many AD-associated variants have been identified by candidate gene studies, genome-wide association studies (GWAS), and genome-sequencing studies. However, most of these studies have been performed using EUR cohorts. In this paper, we review the genetics of AD and AD-related traits in AA individuals. Importantly, studies of genetic risk factors in AA cohorts can elucidate the molecular mechanisms underlying AD risk in AA and other populations. In fact, such studies are essential to enable reliable precision medicine approaches in persons with considerable African ancestry. Furthermore, genetic studies of AA cohorts allow exploration of the ways the impact of genes can vary by ancestry, culture, and economic and environmental disparities. They have yielded important gains in our knowledge of AD genetics, and increasing AA individual representation within genetic studies should remain a priority for inclusive genetic study design.
    Language English
    Publishing date 2023-08-09
    Publishing country Switzerland
    Document type Journal Article ; Review
    ZDB-ID 2662592-1
    ISSN 2077-0383
    ISSN 2077-0383
    DOI 10.3390/jcm12165189
    Database MEDical Literature Analysis and Retrieval System OnLINE

    More links

    Kategorien

  2. Article ; Online: Expanding the genomic roadmap of Alzheimer's disease.

    Farrer, Lindsay A

    The Lancet. Neurology

    2015  Volume 14, Issue 8, Page(s) 783–785

    MeSH term(s) ATP-Binding Cassette Transporters/genetics ; Alzheimer Disease/genetics ; Female ; Gene Frequency/genetics ; Humans ; Male ; Sequence Analysis, DNA/methods
    Language English
    Publishing date 2015-08
    Publishing country England
    Document type Comment ; Journal Article
    ZDB-ID 2079704-7
    ISSN 1474-4465 ; 1474-4422
    ISSN (online) 1474-4465
    ISSN 1474-4422
    DOI 10.1016/S1474-4422(15)00146-5
    Database MEDical Literature Analysis and Retrieval System OnLINE

    More links

    Kategorien

  3. Article ; Online: The genetics and epigenetics of Neonatal Abstinence Syndrome.

    Wachman, Elisha M / Farrer, Lindsay A

    Seminars in fetal & neonatal medicine

    2019  Volume 24, Issue 2, Page(s) 105–110

    Abstract: Neonatal abstinence syndrome (NAS) due to in-utero opioid exposure is a growing epidemic with significant variability in clinical presentation and severity. Currently, NAS severity cannot be predicted based on clinical factors alone. To date, small ... ...

    Abstract Neonatal abstinence syndrome (NAS) due to in-utero opioid exposure is a growing epidemic with significant variability in clinical presentation and severity. Currently, NAS severity cannot be predicted based on clinical factors alone. To date, small studies have identified genetic variants in opioid receptor and stress response genes that are associated with differences in NAS pharmacologic treatment rates and length of hospitalization. In addition, epigenetic variation in the mu opioid receptor (OPRM1) gene has been associated with differences in NAS hospitalization outcomes. Examination of maternal genetic and epigenetic profiles may assist in prediction of NAS severity. Large-scale genomic studies are needed to elucidate the genetic architecture of and epigenetic modification related to NAS in order to develop more tailored personalized treatments for NAS.
    MeSH term(s) Analgesics, Opioid/adverse effects ; Epigenesis, Genetic ; Humans ; Infant, Newborn ; Neonatal Abstinence Syndrome/genetics ; Receptors, Opioid, mu/genetics
    Chemical Substances Analgesics, Opioid ; Receptors, Opioid, mu
    Language English
    Publishing date 2019-01-25
    Publishing country Netherlands
    Document type Journal Article ; Review
    ZDB-ID 2174416-6
    ISSN 1878-0946 ; 1744-165X
    ISSN (online) 1878-0946
    ISSN 1744-165X
    DOI 10.1016/j.siny.2019.01.002
    Database MEDical Literature Analysis and Retrieval System OnLINE

    More links

    Kategorien

  4. Article ; Online: Molecular Quantitative Trait Locus Mapping in Human Complex Diseases.

    Olayinka, Oluwatosin A / O'Neill, Nicholas K / Farrer, Lindsay A / Wang, Gao / Zhang, Xiaoling

    Current protocols

    2022  Volume 2, Issue 5, Page(s) e426

    Abstract: Mapping quantitative trait loci (QTLs) for molecular traits from chromatin to metabolites (i.e., xQTLs) provides insight into the locations and effect modes of genetic variants that influence these molecular phenotypes and the propagation of functional ... ...

    Abstract Mapping quantitative trait loci (QTLs) for molecular traits from chromatin to metabolites (i.e., xQTLs) provides insight into the locations and effect modes of genetic variants that influence these molecular phenotypes and the propagation of functional consequences of each variant. xQTL studies indirectly interrogate the functional landscape of the molecular basis of complex diseases, including the impact of non-coding regulatory variants, the tissue specificity of regulatory elements, and their contribution to disease by integrating with genome-wide association studies (GWAS). We summarize a variety of molecular xQTL studies in human tissues and cells. In addition, using the Alzheimer's Disease Sequencing Project (ADSP) as an example, we describe the ADSP xQTL project, a collaborative effort across the ADSP Functional Genomics Consortium (ADSP-FGC). The project's ultimate goal is a reference map of Alzheimer's-related QTLs using existing datasets from multiple omics layers to help us study the consequences of genetic variants identified in the ADSP. xQTL studies enable the identification of the causal genes and pathways in GWAS loci, which will likely aid in the discovery of novel biomarkers and therapeutic targets for complex diseases. © 2022 Wiley Periodicals LLC.
    MeSH term(s) Alzheimer Disease/genetics ; Chromosome Mapping ; Genetic Predisposition to Disease/genetics ; Genome-Wide Association Study ; Genomics ; Humans ; Quantitative Trait Loci/genetics
    Language English
    Publishing date 2022-05-14
    Publishing country United States
    Document type Journal Article
    ISSN 2691-1299
    ISSN (online) 2691-1299
    DOI 10.1002/cpz1.426
    Database MEDical Literature Analysis and Retrieval System OnLINE

    More links

    Kategorien

  5. Article ; Online: Pleiotropy analysis between lobar intracerebral hemorrhage and CSF β-amyloid highlights new and established associations.

    Marini, Sandro / Chung, Jaeyoon / Han, Xudong / Sun, Xinyu / Parodi, Livia / Farrer, Lindsay A / Rosand, Jonathan / Romero, Jose Rafael / Anderson, Christopher D

    International journal of stroke : official journal of the International Stroke Society

    2023  Volume 18, Issue 7, Page(s) 804–811

    Abstract: Background and aims: Combining biologically related traits in genome-wide association studies (GWAS) increases the power for genetic discovery. Given the established relationship between lobar intracerebral hemorrhage (ICH) and cerebral amyloid ... ...

    Abstract Background and aims: Combining biologically related traits in genome-wide association studies (GWAS) increases the power for genetic discovery. Given the established relationship between lobar intracerebral hemorrhage (ICH) and cerebral amyloid angiopathy (CAA), and between the latter and levels of cerebrospinal fluid amyloid-β 42 (CSF-Aβ42), we leveraged genetic predisposition for lower CSF-Aβ42 levels as a proxy phenotype for CAA to identify new genes associated with lobar ICH.
    Methods: We used publicly available GWAS data for CSF-Aβ42 levels (n = 3146) and for lobar ICH (n = 2094). First, we evaluated the association between lobar ICH risk and CSF-Aβ42 in lobar ICH patients using a polygenic risk score (PRS) for CSF-Aβ42. Next, we conducted multi-trait analysis of GWAS (MTAG) for pleiotropy analysis of lobar ICH and CSF-Aβ42. MTAG results were further tested using Expression Quantitative Trait Locus and Differential Gene Expression Analyses.
    Results: CSF-Aβ42 PRS was associated with lobar ICH risk (p = 0.04). MTAG analysis identified a novel association within
    Conclusion: Our pleiotropy analysis suggested a variant possibly implicated with lobar ICH driven by amyloid-related mechanisms in
    MeSH term(s) Humans ; Amyloid beta-Peptides/genetics ; Genome-Wide Association Study ; Stroke/complications ; Cerebral Hemorrhage/complications ; Brain/pathology ; Cerebral Amyloid Angiopathy/complications ; Magnetic Resonance Imaging
    Chemical Substances Amyloid beta-Peptides
    Language English
    Publishing date 2023-02-07
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural
    ZDB-ID 2303728-3
    ISSN 1747-4949 ; 1747-4930
    ISSN (online) 1747-4949
    ISSN 1747-4930
    DOI 10.1177/17474930231155816
    Database MEDical Literature Analysis and Retrieval System OnLINE

    More links

    Kategorien

  6. Article ; Online: Bulk brain tissue cell-type deconvolution with bias correction for single-nuclei RNA sequencing data using DeTREM.

    O'Neill, Nicholas K / Stein, Thor D / Hu, Junming / Rehman, Habbiburr / Campbell, Joshua D / Yajima, Masanao / Zhang, Xiaoling / Farrer, Lindsay A

    BMC bioinformatics

    2023  Volume 24, Issue 1, Page(s) 349

    Abstract: Background: Quantifying cell-type abundance in bulk tissue RNA-sequencing enables researchers to better understand complex systems. Newer deconvolution methodologies, such as MuSiC, use cell-type signatures derived from single-cell RNA-sequencing (scRNA- ...

    Abstract Background: Quantifying cell-type abundance in bulk tissue RNA-sequencing enables researchers to better understand complex systems. Newer deconvolution methodologies, such as MuSiC, use cell-type signatures derived from single-cell RNA-sequencing (scRNA-seq) data to make these calculations. Single-nuclei RNA-sequencing (snRNA-seq) reference data can be used instead of scRNA-seq data for tissues such as human brain where single-cell data are difficult to obtain, but accuracy suffers due to sequencing differences between the technologies.
    Results: We propose a modification to MuSiC entitled 'DeTREM' which compensates for sequencing differences between the cell-type signature and bulk RNA-seq datasets in order to better predict cell-type fractions. We show DeTREM to be more accurate than MuSiC in simulated and real human brain bulk RNA-sequencing datasets with various cell-type abundance estimates. We also compare DeTREM to SCDC and CIBERSORTx, two recent deconvolution methods that use scRNA-seq cell-type signatures. We find that they perform well in simulated data but produce less accurate results than DeTREM when used to deconvolute human brain data.
    Conclusion: DeTREM improves the deconvolution accuracy of MuSiC and outperforms other deconvolution methods when applied to snRNA-seq data. DeTREM enables accurate cell-type deconvolution in situations where scRNA-seq data are not available. This modification improves characterization cell-type specific effects in brain tissue and identification of cell-type abundance differences under various conditions.
    MeSH term(s) Humans ; RNA/genetics ; Brain ; RNA, Small Nuclear ; RNA-Seq ; Base Sequence
    Chemical Substances RNA (63231-63-0) ; RNA, Small Nuclear
    Language English
    Publishing date 2023-09-19
    Publishing country England
    Document type Journal Article
    ZDB-ID 2041484-5
    ISSN 1471-2105 ; 1471-2105
    ISSN (online) 1471-2105
    ISSN 1471-2105
    DOI 10.1186/s12859-023-05476-w
    Database MEDical Literature Analysis and Retrieval System OnLINE

    More links

    Kategorien

  7. Article ; Online: Comparison of Commonly Measured Plasma and Cerebrospinal Fluid Proteins and Their Significance for the Characterization of Cognitive Impairment Status.

    Rehman, Habbiburr / Ang, Ting Fang Alvin / Tao, Qiushan / Espenilla, Arielle Lauren / Au, Rhoda / Farrer, Lindsay A / Zhang, Xiaoling / Qiu, Wei Qiao

    Journal of Alzheimer's disease : JAD

    2023  Volume 97, Issue 2, Page(s) 621–633

    Abstract: Background: Although cerebrospinal fluid (CSF) amyloid-β42 peptide (Aβ42) and phosphorylated tau (p-tau) and blood p-tau are valuable for differential diagnosis of Alzheimer's disease (AD) from cognitively normal (CN) there is a lack of validated ... ...

    Abstract Background: Although cerebrospinal fluid (CSF) amyloid-β42 peptide (Aβ42) and phosphorylated tau (p-tau) and blood p-tau are valuable for differential diagnosis of Alzheimer's disease (AD) from cognitively normal (CN) there is a lack of validated biomarkers for mild cognitive impairment (MCI).
    Objective: This study sought to determine how plasma and CSF protein markers compared in the characterization of MCI and AD status.
    Methods: This cohort study included Alzheimer's Disease Neuroimaging Initiative (ADNI) participants who had baseline levels of 75 proteins measured commonly in plasma and CSF (257 total, 46 CN, 143 MCI, and 68 AD). Logistic regression, least absolute shrinkage and selection operator (LASSO) and Random Forest (RF) methods were used to identify the protein candidates for the disease classification.
    Results: We observed that six plasma proteins panel (APOE, AMBP, C3, IL16, IGFBP2, APOD) outperformed the seven CSF proteins panel (VEGFA, HGF, PRL, FABP3, FGF4, CD40, RETN) as well as AD markers (CSF p-tau and Aβ42) to distinguish the MCI from AD [area under the curve (AUC) = 0.75 (plasma proteins), AUC = 0.60 (CSF proteins) and AUC = 0.56 (CSF p-tau and Aβ42)]. Also, these six plasma proteins performed better than the CSF proteins and were in line with CSF p-tau and Aβ42 in differentiating CN versus MCI subjects [AUC = 0.89 (plasma proteins), AUC = 0.85 (CSF proteins) and AUC = 0.89 (CSF p-tau and Aβ42)]. These results were adjusted for age, sex, education, and APOEϵ4 genotype.
    Conclusions: This study suggests that the combination of 6 plasma proteins can serve as an effective marker for differentiating MCI from AD and CN.
    MeSH term(s) Humans ; Alzheimer Disease/diagnosis ; Alzheimer Disease/cerebrospinal fluid ; Cerebrospinal Fluid Proteins ; Amyloid beta-Peptides/cerebrospinal fluid ; Cohort Studies ; tau Proteins/cerebrospinal fluid ; Cognitive Dysfunction/diagnosis ; Cognitive Dysfunction/cerebrospinal fluid ; Biomarkers/cerebrospinal fluid ; Blood Proteins ; Peptide Fragments/cerebrospinal fluid
    Chemical Substances Cerebrospinal Fluid Proteins ; Amyloid beta-Peptides ; tau Proteins ; Biomarkers ; Blood Proteins ; Peptide Fragments
    Language English
    Publishing date 2023-12-23
    Publishing country Netherlands
    Document type Journal Article
    ZDB-ID 1440127-7
    ISSN 1875-8908 ; 1387-2877
    ISSN (online) 1875-8908
    ISSN 1387-2877
    DOI 10.3233/JAD-230837
    Database MEDical Literature Analysis and Retrieval System OnLINE

    More links

    Kategorien

  8. Article ; Online: APOE Genotype and Alzheimer Disease Risk Across Age, Sex, and Population Ancestry.

    Belloy, Michael E / Andrews, Shea J / Le Guen, Yann / Cuccaro, Michael / Farrer, Lindsay A / Napolioni, Valerio / Greicius, Michael D

    JAMA neurology

    2023  Volume 80, Issue 12, Page(s) 1284–1294

    Abstract: Importance: Apolipoprotein E (APOE)*2 and APOE*4 are, respectively, the strongest protective and risk-increasing, common genetic variants for late-onset Alzheimer disease (AD), making APOE status highly relevant toward clinical trial design and AD ... ...

    Abstract Importance: Apolipoprotein E (APOE)*2 and APOE*4 are, respectively, the strongest protective and risk-increasing, common genetic variants for late-onset Alzheimer disease (AD), making APOE status highly relevant toward clinical trial design and AD research broadly. The associations of APOE genotypes with AD are modulated by age, sex, race and ethnicity, and ancestry, but these associations remain unclear, particularly among racial and ethnic groups understudied in the AD and genetics research fields.
    Objective: To assess the stratified associations of APOE genotypes with AD risk across sex, age, race and ethnicity, and global population ancestry.
    Design, setting, participants: This genetic association study included case-control, family-based, population-based, and longitudinal AD-related cohorts that recruited referred and volunteer participants. Data were analyzed between March 2022 and April 2023. Genetic data were available from high-density, single-nucleotide variant microarrays, exome microarrays, and whole-exome and whole-genome sequencing. Summary statistics were ascertained from published AD genetic studies.
    Main outcomes and measures: The main outcomes were risk for AD (odds ratios [ORs]) and risk of conversion to AD (hazard ratios [HRs]), with 95% CIs. Risk for AD was evaluated through case-control logistic regression analyses. Risk of conversion to AD was evaluated through Cox proportional hazards regression survival analyses.
    Results: Among 68 756 unique individuals, analyses included 21 852 East Asian (demographic data not available), 5738 Hispanic (68.2% female; mean [SD] age, 75.4 [8.8] years), 7145 non-Hispanic Black (hereafter referred to as Black) (70.8% female; mean [SD] age, 78.4 [8.2] years), and 34 021 non-Hispanic White (hereafter referred to as White) (59.3% female; mean [SD] age, 77.0 [9.1] years) individuals. There was a general, stepwise pattern of ORs for APOE*4 genotypes and AD risk across race and ethnicity groups. Odds ratios for APOE*34 and AD risk attenuated following East Asian (OR, 4.54; 95% CI, 3.99-5.17),White (OR, 3.46; 95% CI, 3.27-3.65), Black (OR, 2.18; 95% CI, 1.90-2.49) and Hispanic (OR, 1.90; 95% CI, 1.65-2.18) individuals. Similarly, ORs for APOE*22+23 and AD risk attenuated following White (OR, 0.53, 95% CI, 0.48-0.58), Black (OR, 0.69, 95% CI, 0.57-0.84), and Hispanic (OR, 0.89; 95% CI, 0.72-1.10) individuals, with no association for Hispanic individuals. Deviating from the global pattern of ORs, APOE*22+23 was not associated with AD risk in East Asian individuals (OR, 0.97; 95% CI, 0.77-1.23). Global population ancestry could not explain why Hispanic individuals showed APOE associations with less pronounced AD risk compared with Black and White individuals. Within Black individuals, decreased global African ancestry or increased global European ancestry showed a pattern of APOE*4 dosage associated with increasing AD risk, but no such pattern was apparent for APOE*2 dosage with AD risk. The sex-by-age-specific interaction effect of APOE*34 among White individuals (higher risk in women) was reproduced but shifted to ages 60 to 70 years (OR, 1.48; 95% CI, 1.10-2.01) and was additionally replicated in a meta-analysis of Black individuals and Hispanic individuals (OR, 1.72; 95% CI, 1.01-2.94).
    Conclusion and relevance: Through recent advances in AD-related genetic cohorts, this study provided the largest-to-date overview of the association of APOE with AD risk across age, sex, race and ethnicity, and population ancestry. These novel insights are critical to guide AD clinical trial design and research.
    MeSH term(s) Humans ; Female ; Aged ; Middle Aged ; Male ; Alzheimer Disease/epidemiology ; Alzheimer Disease/genetics ; White People/genetics ; Antibodies, Monoclonal ; Apolipoproteins E/genetics ; Amyloid beta-Peptides/genetics ; Genotype ; Apolipoprotein E4/genetics
    Chemical Substances Antibodies, Monoclonal ; Apolipoproteins E ; Amyloid beta-Peptides ; Apolipoprotein E4
    Language English
    Publishing date 2023-11-03
    Publishing country United States
    Document type Journal Article ; Comment
    ZDB-ID 2702023-X
    ISSN 2168-6157 ; 2168-6149
    ISSN (online) 2168-6157
    ISSN 2168-6149
    DOI 10.1001/jamaneurol.2023.3599
    Database MEDical Literature Analysis and Retrieval System OnLINE

    More links

    Kategorien

  9. Article ; Online: Identification of circRNAs linked to Alzheimer's disease and related dementias.

    Puri, Sambhavi / Hu, Junming / Sun, Zhuorui / Lin, Mintao / Stein, Thor D / Farrer, Lindsay A / Wolozin, Benjamin / Zhang, Xiaoling

    Alzheimer's & dementia : the journal of the Alzheimer's Association

    2023  Volume 19, Issue 8, Page(s) 3389–3405

    Abstract: Introduction: Circular RNAs (circRNAs) exhibit selective expression in the brain and differential regulation in Alzheimer's disease (AD). To explore the role of circRNAs in AD, we investigated how circRNA expression varies between brain regions and with ...

    Abstract Introduction: Circular RNAs (circRNAs) exhibit selective expression in the brain and differential regulation in Alzheimer's disease (AD). To explore the role of circRNAs in AD, we investigated how circRNA expression varies between brain regions and with AD-related stress in human neuronal precursor cells (NPCs).
    Methods: Ribosomal RNA-depleted hippocampus RNA-sequencing data were generated. Differentially regulated circRNAs in AD and related dementias were detected using CIRCexplorer3 and limma. circRNA results were validated using quantitative real-time PCR of cDNA from the brain and NPCs.
    Results: We identified 48 circRNAs that were significantly associated with AD. We observed that circRNA expression differed by dementia subtype. Using NPCs, we demonstrated that exposure to oligomeric tau elicits downregulation of circRNA similar to that observed in the AD brain.
    Discussion: Our study shows that differential expression of circRNA can vary by dementia subtype and brain region. We also demonstrated that circRNAs can be regulated by AD-linked neuronal stress independently from their cognate linear messenger RNAs (mRNAs).
    MeSH term(s) Humans ; RNA, Circular/genetics ; RNA, Circular/metabolism ; Alzheimer Disease/genetics ; MicroRNAs/genetics ; RNA, Messenger/metabolism ; Down-Regulation
    Chemical Substances RNA, Circular ; MicroRNAs ; RNA, Messenger
    Language English
    Publishing date 2023-02-16
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't
    ZDB-ID 2211627-8
    ISSN 1552-5279 ; 1552-5260
    ISSN (online) 1552-5279
    ISSN 1552-5260
    DOI 10.1002/alz.12960
    Database MEDical Literature Analysis and Retrieval System OnLINE

    More links

    Kategorien

  10. Article ; Online: APOE genotype-specific methylation patterns are linked to Alzheimer disease pathology and estrogen response.

    Panitch, Rebecca / Sahelijo, Nathan / Hu, Junming / Nho, Kwangsik / Bennett, David A / Lunetta, Kathryn L / Au, Rhoda / Stein, Thor D / Farrer, Lindsay A / Jun, Gyungah R

    Translational psychiatry

    2024  Volume 14, Issue 1, Page(s) 129

    Abstract: The joint effects of APOE genotype and DNA methylation on Alzheimer disease (AD) risk is relatively unknown. We conducted genome-wide methylation analyses using 2,021 samples in blood (91 AD cases, 329 mild cognitive impairment, 1,391 controls) and 697 ... ...

    Abstract The joint effects of APOE genotype and DNA methylation on Alzheimer disease (AD) risk is relatively unknown. We conducted genome-wide methylation analyses using 2,021 samples in blood (91 AD cases, 329 mild cognitive impairment, 1,391 controls) and 697 samples in brain (417 AD cases, 280 controls). We identified differentially methylated levels in AD compared to controls in an APOE genotype-specific manner at 25 cytosine-phosphate-guanine (CpG) sites in brain and 36 CpG sites in blood. Additionally, we identified seven CpG sites in the APOE region containing TOMM40, APOE, and APOC1 genes with P < 5 × 10
    MeSH term(s) Humans ; Alzheimer Disease/metabolism ; Apolipoprotein E4/genetics ; Apolipoproteins E/genetics ; DNA Methylation ; Estrogens ; Genotype
    Chemical Substances Apolipoprotein E4 ; Apolipoproteins E ; Estrogens ; ApoE protein, human
    Language English
    Publishing date 2024-02-29
    Publishing country United States
    Document type Journal Article
    ZDB-ID 2609311-X
    ISSN 2158-3188 ; 2158-3188
    ISSN (online) 2158-3188
    ISSN 2158-3188
    DOI 10.1038/s41398-024-02834-x
    Database MEDical Literature Analysis and Retrieval System OnLINE

    More links

    Kategorien

To top