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| Open AccessAnalysis of SARS-CoV-2 antibodies in COVID-19 convalescent blood using a coronavirus antigen microarray
COVID-19 diagnosis is commonly performed by PCR testing, however, serologic methods are more accurate and versatile for monitoring disease burden and epidemiology. Here the authors report a protein microarray with antigens from SARS-CoV-2, SARS-CoV, MERS-CoV as well as common human respiratory viruses.
- Rafael R. de Assis
- , Aarti Jain
- & Saahir Khan
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Perspective
| Open AccessThe role of dissociation in ketamine’s antidepressant effects
Ketamine is associated with rapid antidepressant effects and temporary dissociative experiences, and this review examines whether these dissociative symptoms are necessary for antidepressant efficacy. Although the current literature does not support this relationship, further work is needed to explore possible associations at the molecular, biomarker, and psychological levels.
- Elizabeth D. Ballard
- & Carlos A. Zarate Jr.
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Article
| Open AccessGenetic architecture of host proteins involved in SARS-CoV-2 infection
Finding effective treatments for COVID-19 depends upon understanding genetic regulation of proteins involved in SARS-CoV-2 infection and host response. Here, the authors identify genetic variants linked to expression of such proteins, data which could lead to the discovery of therapeutic targets.
- Maik Pietzner
- , Eleanor Wheeler
- & Claudia Langenberg
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Article
| Open AccessWhole-genome sequencing analysis of the cardiometabolic proteome
The human proteome represents a crucial link between complex disease and genetic/environmental factors. Here, the authors investigate 257 cardiometabolic-relevant protein biomarkers in whole genome sequencing data from 1328 individuals, revealing the genetic architecture underlying biomarker variation.
- Arthur Gilly
- , Young-Chan Park
- & Eleftheria Zeggini
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Perspective
| Open AccessIncreasing the reproducibility of fluid biomarker studies in neurodegenerative studies
Many fluid biomarker findings have had low reproducibility despite initially promising results. Here, the authors review possible sources for low reproducibility of studies on fluid biomarkers for neurodegenerative diseases and suggest guidelines for the biomarker community to agree on and implement.
- Niklas Mattsson-Carlgren
- , Sebastian Palmqvist
- & Oskar Hansson
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Article
| Open AccessThe transcriptome of circulating sexually committed Plasmodium falciparum ring stage parasites forecasts malaria transmission potential
Malaria gametocytes are sexual-stage parasites transmitted from mammalian host’s blood back to their insect vector. Here, Prajapati et al. identify gametocyte-committed ring-stage biomarkers allowing to forecast malaria transmission potential.
- Surendra K. Prajapati
- , Ruth Ayanful-Torgby
- & Kim C. Williamson
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Article
| Open AccessLocomotion in virtual environments predicts cardiovascular responsiveness to subsequent stressful challenges
People differ in their susceptibility to stressors, but it is difficult to know a priori who has a higher vulnerability. Here, the authors show that machine learning algorithms applied to locomotor data from people’s exploration of virtual reality scenarios predicts heart rate variability to stress.
- João Rodrigues
- , Erik Studer
- & Carmen Sandi
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Article
| Open AccessAssociations between blood type and COVID-19 infection, intubation, and death
Recent evidence has suggested that blood type may be associated with severe COVID-19. Here, the authors use data from ~14,000 individuals tested for SARS-CoV-2 at a New York City hospital, and find that certain ABO and Rh blood types are associated with infection, intubation, and death.
- Michael Zietz
- , Jason Zucker
- & Nicholas P. Tatonetti
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Article
| Open AccessConcordant peripheral lipidome signatures in two large clinical studies of Alzheimer’s disease
The onset and pathology of Alzheimer’s disease (AD) is associated with changes to lipid metabolism. Here, the authors analysed 569 lipids from 32 classes and subclasses in two independent patient cohorts to identify key lipid pathways to link the plasma lipidome with AD and the future onset of AD.
- Kevin Huynh
- , Wei Ling Florence Lim
- & Peter J. Meikle
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Article
| Open AccessApplication of an analytical framework for multivariate mediation analysis of environmental data
Diverse toxicological mechanisms may mediate the impact of environmental toxicants on pregnancy outcomes. In this study the authors introduce an analytical framework for multivariate mediation analysis to identify mediation pathways in the relationship between environmental toxicants and gestational age at delivery.
- Max T. Aung
- , Yanyi Song
- & Bhramar Mukherjee
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Article
| Open AccessSARS-CoV-2 viral load is associated with increased disease severity and mortality
In this study, Massachusetts Consortium for Pathogen Readiness (MassCPR) investigators assess the relationship between SARS-CoV-2 viral load and COVID-19 disease severity and report that the levels of detectable viral RNA, especially in plasma, correlates with severity of respiratory disease, inflammatory markers and predicted risk of death.
- Jesse Fajnzylber
- , James Regan
- & Alex Zhu
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Article
| Open AccessShortwave-infrared meso-patterned imaging enables label-free mapping of tissue water and lipid content
Quantifying lipid and water content in tissues non-invasively is difficult, and no method exists to quantify lipids in blood non-invasively. Here the authors develop an imaging approach called shortwave infrared meso-patterned imaging (SWIR-MPI) to detect and spatially map tissue water and lipids in preclinical models.
- Yanyu Zhao
- , Anahita Pilvar
- & Darren Roblyer
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Article
| Open AccessGenome-wide association study of smoking trajectory and meta-analysis of smoking status in 842,000 individuals
Genome-wide association studies (GWASs) for cigarette smoking have identified several hundred loci that account for a small proportion of the overall genetic risk. Here, the authors report a large GWAS for smoking trajectories and meta-analysis for smoking status, finding multiple plausible loci.
- Ke Xu
- , Boyang Li
- & Amy C. Justice
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Article
| Open AccessA gene expression signature of TREM2hi macrophages and γδ T cells predicts immunotherapy response
Most cancer patients do not respond to immune checkpoint therapies and the availability of predictive biomarkers is limited. Here the authors propose a signature enriched for genes of TREM2hi macrophages and γδ T cells to predict response to immunotherapy.
- Donghai Xiong
- , Yian Wang
- & Ming You
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Article
| Open AccessMachine learning based early warning system enables accurate mortality risk prediction for COVID-19
Methods to stratify patients according to mortality risk are essential to allocate limited heath resources during the COVID-19 crisis. Here, using machine learning methods, the authors present a mortality risk prediction model for COVID-19 that uses patients’ clinical data on admission to stratify patients by mortality risk.
- Yue Gao
- , Guang-Yao Cai
- & Qing-Lei Gao
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Article
| Open AccessDistinct signatures of gut microbiome and metabolites associated with significant fibrosis in non-obese NAFLD
Nonalcoholic fatty liver disease (NAFLD) is associated with obesity but also found in individuals without obesity. Here, gut microbiome analysis using a biopsy-proven NAFLD cohort reveal distinct signatures of microbiome-metabolites associated with significant fibrosis in patients with NAFLD without obesity.
- Giljae Lee
- , Hyun Ju You
- & GwangPyo Ko
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Article
| Open AccessMulti-omics prediction of immune-related adverse events during checkpoint immunotherapy
Immunotherapy, the reactivation of the immune system to recognize cancer cells, can be accompanied by severe adverse effects. Here, the authors use pharmacovigilance and genomic data to be able to predict which patients might be susceptible to such severe events.
- Ying Jing
- , Jin Liu
- & Leng Han
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Article
| Open AccessReal-world data from a molecular tumor board demonstrates improved outcomes with a precision N-of-One strategy
A molecular tumor board (MTB) is often used as a platform that integrates clinical and molecular parameters for clinical decision making. Here, the authors review the outcome of 715 cancer patients presented at their institution’s MTB, and demonstrate that patients who received a MTB-recommended regimen received therapy that was better matched to their alterations and achieved better clinical outcomes.
- Shumei Kato
- , Ki Hwan Kim
- & Razelle Kurzrock
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Article
| Open AccessRadiogenomic signatures reveal multiscale intratumour heterogeneity associated with biological functions and survival in breast cancer
Tumours are made up of heterogeneous subclones. Here, the authors show using breast cancer imaging and gene expression datasets that these subclones can be inferred by the deconvolution of gene expression data, mapped to MRI derived radiogenomic signatures and used to estimate prognosis.
- Ming Fan
- , Pingping Xia
- & Lihua Li
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Article
| Open AccessMolecular correlates of cisplatin-based chemotherapy response in muscle invasive bladder cancer by integrated multi-omics analysis
There are currently only a few biomarkers to predict the response of muscle invasive bladder cancer to therapy. Here, the authors analyse 300 tumors using exome and RNA sequencing and find that tumors with a high degree of genomic instability and a non-basal/squamous gene expression subtype are most likely to respond to treatment.
- Ann Taber
- , Emil Christensen
- & Lars Dyrskjøt
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Article
| Open AccessTranscriptomic profiling of human cardiac cells predicts protein kinase inhibitor-associated cardiotoxicity
Cardiotoxic adverse events associated with kinase inhibitors are a growing concern in clinical oncology. Here the authors use cellular transcriptomic responses of human cardiomyocytes treated with protein kinase inhibitors and the associated drug structural signatures to determine an integrated predictive signature of cardiotoxicity.
- J. G. Coen van Hasselt
- , Rayees Rahman
- & Ravi Iyengar
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Article
| Open AccessUltra-sensitive and rapid detection of nucleic acids and microorganisms in body fluids using single-molecule tethering
Culture-based diagnostic methods for microorganism detection are time-consuming but still the gold standard for conditions such as sepsis. Here the authors present an amplification and purification-free method to detect microorganisms in bodily fluids with high sensitivity: Single MOLecule Tethering (SMOLT).
- Wen-Chih Cheng
- , Troy Horn
- & Alfredo Celedon
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Article
| Open AccessSARS-CoV-2 seroprevalence and neutralizing activity in donor and patient blood
Highly accurate antibody tests for SARS-CoV-2 are needed for surveillance in low-prevalence populations. Here, the authors find seroprevalence of less than 1% in two San Francisco Bay Area populations at the beginning of April, and that seroreactivity is generally predictive of in vitro neutralising activity.
- Dianna L. Ng
- , Gregory M. Goldgof
- & Charles Y. Chiu
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Article
| Open AccessA predictive index for health status using species-level gut microbiome profiling
A biologically-interpretable and robust metric that provides insight into one’s health status from a gut microbiome sample is an important clinical goal in current human microbiome research. Herein, the authors introduce a species-level index that predicts the likelihood of having a disease.
- Vinod K. Gupta
- , Minsuk Kim
- & Jaeyun Sung
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Article
| Open AccessPurification of HCC-specific extracellular vesicles on nanosubstrates for early HCC detection by digital scoring
Extracellular vesicles (EVs) are present in circulation at relatively early stages of disease, providing potential opportunities for early cancer diagnosis. Here, the authors report a covalent chemistry-based hepatocellular carcinoma (HCC)-specific EV purification system for early detection of HCC by performing digital scoring on the purified EVs.
- Na Sun
- , Yi-Te Lee
- & Yazhen Zhu
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Article
| Open AccessDeep neural networks enable quantitative movement analysis using single-camera videos
In the context of diseases impairing movement, quantitative assessment of motion is critical to medical decision-making but is currently possible only with expensive motion capture systems and trained personnel. Here, the authors present a method for predicting clinically relevant motion parameters from an ordinary video of a patient.
- Łukasz Kidziński
- , Bryan Yang
- & Michael H. Schwartz
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Article
| Open AccessMachine learning-based prediction of acute coronary syndrome using only the pre-hospital 12-lead electrocardiogram
Diagnosing a heart attack requires excessive testing and prolonged observation, which frequently requires hospital admission. Here the authors report a machine learning-based system based exclusively on ECG data that can help clinicians identify 37% more heart attacks during initial screening.
- Salah Al-Zaiti
- , Lucas Besomi
- & Ervin Sejdić
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Article
| Open AccessNanoproteomics enables proteoform-resolved analysis of low-abundance proteins in human serum
Top-down proteomics can provide unique insights into the biological variations of protein biomarkers but detecting low-abundance proteins in body fluids remains challenging. Here, the authors develop a nanoparticle-based top-down proteomics approach enabling enrichment and detailed analysis of cardiac troponin I in human serum.
- Timothy N. Tiambeng
- , David S. Roberts
- & Ying Ge
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Article
| Open AccessAssociations of cardiovascular biomarkers and plasma albumin with exceptional survival to the highest ages
Supercentenarians are approaching the current longevity limit by avoiding or surviving major illness, thus identifying biomarkers for exceptional survival might provide insights into the protection against disease of aging. Here, the authors show low NT-proBNP and high albumin in plasma are the biological correlates of survival to the highest ages.
- Takumi Hirata
- , Yasumichi Arai
- & Nobuyoshi Hirose
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Article
| Open AccessComprehensive molecular comparison of BRCA1 hypermethylated and BRCA1 mutated triple negative breast cancers
BRCA-deficient breast cancer is characterised by homologous recombination deficiency. Here, the authors show that hypermethylated BRCA1 phenotypically copies mutated BRCA1 in triple negative breast cancers.
- Dominik Glodzik
- , Ana Bosch
- & Johan Staaf
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Article
| Open AccessCoordinate β-adrenergic inhibition of mitochondrial activity and angiogenesis arrest tumor growth
Targeting mitochondrial metabolism in cancer cells has shown promising therapeutic potential. Here, the authors screen FDA-approved compound library and show that the β1-blocker nebivolol inhibits oxidative phosphorylation and angiogenesis in cancer cells and can be re-purposed for cancer therapy.
- Cristina Nuevo-Tapioles
- , Fulvio Santacatterina
- & José M. Cuezva
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Article
| Open AccessBlood genome expression profiles in infants with congenital cytomegalovirus infection
Congenital CMV infection can result in sensorineural hearing loss, but predicting this outcome is not yet possible. Here, the authors show that while blood gene expression profiles are not substantially different between symptomatic and asymptomatic infants with congenital CMV infection, a 16-gene signature is identified and able to predict late-onset hearing loss in these children.
- Christopher P. Ouellette
- , Pablo J. Sánchez
- & Asuncion Mejias
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Article
| Open AccessITLN1 modulates invasive potential and metabolic reprogramming of ovarian cancer cells in omental microenvironment
Advanced ovarian cancer usually spreads to the omentum. Here, the authors show that circulating intelectin-1 (ITLN1) has prognostic significance in patients with advanced ovarian cancer, and that mesothelial cell-derived ITLN1 in the omental tumor microenvironment suppresses ovarian cancer progression.
- Chi-Lam Au-Yeung
- , Tsz-Lun Yeung
- & Samuel C. Mok
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Article
| Open AccessSpatial domain analysis predicts risk of colorectal cancer recurrence and infers associated tumor microenvironment networks
Spatial information in the tumour microenvironment may be exploited to optimise diagnosis, prognosis and therapy. Here, the authors develop a spatial analytics computational and systems pathology platform (SpAn) based on highly multiplexed antibody imaging on colorectal cancer samples to infer emergent network biology and predict 5-year risk of recurrence.
- Shikhar Uttam
- , Andrew M. Stern
- & S. Chakra Chennubhotla
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Article
| Open AccessPancreatic circulating tumor cell profiling identifies LIN28B as a metastasis driver and drug target
Metastatic dissemination contributes to the lethality in pancreatic ductal adenocarcinoma (PDAC). Here, the authors perform RNA-sequencing on patient derived circulating tumor cells (CTCs) and identify three major CTC subgroups, and show the therapeutic potential of targeting LIN28B/let-7 pathway to halt cancer metastasis.
- Joseph W. Franses
- , Julia Philipp
- & David T. Ting
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Article
| Open AccessTransplantation of discarded livers following viability testing with normothermic machine perfusion
The shortage of viable donated livers limits patient access to liver transplantation. Here the authors report the use of normothermic machine perfusion to help identify viable organs from livers discarded based on current clinical criteria, which are then transplanted to recipients in a single-arm clinical trial.
- Hynek Mergental
- , Richard W. Laing
- & Darius F. Mirza
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Article
| Open AccessBayesian reassessment of the epigenetic architecture of complex traits
Linking epigenetic marks to clinical outcomes promises insight into the underlying processes. Here, the authors introduce a statistical approach to estimate associations between a phenotype and all epigenetic probes jointly, and to estimate the proportion of variation captured by epigenetic effects.
- Daniel Trejo Banos
- , Daniel L. McCartney
- & Matthew R. Robinson
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Article
| Open AccessA nanobody-based fluorescent reporter reveals human α-synuclein in the cell cytosol
α-Syn in CSF is a biomarker of neurodegenerative diseases; however, the detection of clinically relevant species is difficult. Here, the authors create a nanobody biosensor that reveals the presence of α-Syn in cells, which allow the detection of transmittable forms of α-Syn present in human CSF.
- Christoph Gerdes
- , Natalia Waal
- & Felipe Opazo
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Article
| Open AccessPermissive microbiome characterizes human subjects with a neurovascular disease cavernous angioma
Gut microbiome has been linked to cavernous angioma (CA), a common vascular disease, but the role in humans remains unclear. Here, the authors combine 16S rRNA sequencing and shotgun metagenomics to profile the microbiome in a large cohort of human subjects with and without CA, and among subjects with different CA clinical features.
- Sean P. Polster
- , Anukriti Sharma
- & Issam A. Awad
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Article
| Open AccessCirculating SPINT1 is a biomarker of pregnancies with poor placental function and fetal growth restriction
There are no reliable tests for placental insufficiency, which can lead to fetal growth restriction and stillbirth. Here the authors demonstrate that low levels of circulating SPINT1 are associated to low birthweight, and several ultrasound and neonatal anthropomorphic indicators of placental insufficiency.
- Tu’uhevaha J. Kaitu’u-Lino
- , Teresa M. MacDonald
- & Stephen Tong
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Article
| Open AccessComprehensive aptamer-based screening identifies a spectrum of urinary biomarkers of lupus nephritis across ethnicities
Developing noninvasive diagnostic biomarkers for lupus nephritis (LN) diagnosis is an important clinical goal. Here the authors identify urinary proteins correlated with active LN and disease severity, which differ across ethnicities but collectively outperform the current clinical method.
- Samantha Stanley
- , Kamala Vanarsa
- & Chandra Mohan
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Article
| Open AccessSystemic short chain fatty acids limit antitumor effect of CTLA-4 blockade in hosts with cancer
The gut microbiota has been reported to regulate the efficacy of cancer therapy. Here, the authors show that short-chain fatty acids, which are generated through bacterial fermentation, increases immune tolerance leading to resistance to anti-CTLA-4 immunotherapy in mice and patients with metastatic melanoma.
- Clélia Coutzac
- , Jean-Mehdi Jouniaux
- & Nathalie Chaput
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Article
| Open AccessMethCORR modelling of methylomes from formalin-fixed paraffin-embedded tissue enables characterization and prognostication of colorectal cancer
Molecular analysis of archival formalin-fixed clinical tissues can be difficult. Here, researchers have developed MethCORR, an approach that infers gene expression from DNA methylation data and use the approach for molecular characterization and prognostication of colorectal cancer using archival samples.
- Trine B. Mattesen
- , Mads H. Rasmussen
- & Jesper B. Bramsen
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Article
| Open AccessScavenger receptor-A is a biomarker and effector of rheumatoid arthritis: A large-scale multicenter study
Scavenger receptor-A (SR-A) is mostly expressed by myeloid cells and has been attributed a variety of biological functions. Here the authors assess SR-A as a biomarker for diagnosis of rheumatoid arthritis (RA) using large-scale training and validation cohorts and show that modulating SR-A levels can alter progression of collagen-induced arthritis in mice.
- Fanlei Hu
- , Xiang Jiang
- & Zhanguo Li
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Article
| Open AccessRe-definition of claudin-low as a breast cancer phenotype
In breast cancer, the claudin-low breast cancer subtype is remarkably diverse. Here, the authors propose that claudin-low is not a classical intrinsic breast cancer subtype, but rather a complex additional phenotype that can occur across intrinsic subtypes.
- Christian Fougner
- , Helga Bergholtz
- & Therese Sørlie
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Article
| Open AccessComputational analysis of pathological images enables a better diagnosis of TFE3 Xp11.2 translocation renal cell carcinoma
Translocation renal cell carcinoma is an aggressive form of renal cancer that is often misdiagnosed to other subtypes. Here the authors demonstrated that by using machine learning and H&E stained whole-slide images, an accurate diagnose of this particular type of renal cancer can be achieved.
- Jun Cheng
- , Zhi Han
- & Jie Zhang
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Article
| Open AccessDiagnosis and prognosis of myocardial infarction on a plasmonic chip
The gold standard for diagnosis and monitoring of myocardial infarction is a chemiluminescence assay based on the detection of cardian troponin I (cTnI). Here, the authors develop a plasmonic gold nano-island chip assay for ultrasensitive detection of cTnI in as little as 10 μL of serum.
- Wei Xu
- , Lin Wang
- & Kun Qian
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Article
| Open AccessCerebrospinal fluid p-tau217 performs better than p-tau181 as a biomarker of Alzheimer’s disease
Cerebrospinal fluid (CSF) p-tau181 (tau phosphorylated at threonine 181) is an established biomarker of Alzheimer’s disease (AD) reflecting abnormal tau metabolism in the AD brain. Here the authors demonstrate that CSF p-tau217 shows better performance as an AD biomarker than p-tau181.
- Shorena Janelidze
- , Erik Stomrud
- & Oskar Hansson
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Article
| Open AccessGPR56/ADGRG1 is associated with response to antidepressant treatment
It is not fully understood why some patients respond or do not respond to antidepressant treatment. Here the authors show that in the blood of individuals with depression, GPR56 expression increases in responders to antidepressant treatment, but not in non-responders.
- Raoul Belzeaux
- , Victor Gorgievski
- & Gustavo Turecki