Biology subjects

Rao, K.

Publications and source records attributed to Rao, K..

16 recordsLinked to original sources

bioRxiv2026

LifeSciBench: Evaluating Language Models on Realistic, Expert-Level Tasks in the Life Sciences

We introduce LifeSciBench, a benchmark of 750 expert-authored tasks designed to evaluate whether language models can handle realistic life science research work. The majority of existing life sciences benchmarks have a narrow scope or are purely knowledge-based, and therefore fail to capture the complexity of real-world research, which often involves ambiguities and requires the accurate execution of multiple dependent judgment calls. Additionally, almost all existing benchmarks span at best a small collection of subdomains within the life sciences; there is at present no existing life sciences benchmark with both the requisite breadth and depth required to convincingly measure proficiency in real-world professional research settings. LifeSciBench addresses this gap by spanning seven representative scientific workflows and seven life science domains, with each constituent task paired with a human expert-written rubric. Across five frontier and domain-specialized models, GPT-Rosalind performs best, with a task-weighted mean normalized rubric score of 0.576 and a task-weighted response pass rate of 36.1% (response-level values are first averaged within each task, and the resulting task-level values are then averaged with equal weight). LifeSciBench remains unsaturated, with 171 tasks (22.8%) having no observed passing response from any evaluated model and 261 tasks (34.8%) having a best-model pass rate below 20%. LifeSciBench therefore serves as a high-resolution evaluation of practical scientific reasoning and operational decision-making in the life sciences.

bioinformatics↗

bioRxiv2026

NITRITE INCREASES MITOFUSIN-1 LEVELS TO INHIBIT VASCULAR SMOOTH MUSCLE CELL PROLIFERATION AND PREVENT INTIMAL HYPERPLASIA

Vascular disease remains a leading cause of morbidity and mortality and is driven by maladaptive vascular remodeling following injury. Stent-induced vascular injury induces vascular smooth muscle cell (VSMC) phenotypic switching from a contractile to a proliferative state, resulting in intimal hyperplasia (IH), restenosis and compromised vessel function. Nitrite, an endogenous oxidation product of nitric oxide and a dietary constituent, attenuates IH after vascular injury; however, its underlying mechanisms remain incompletely understood. Nitrite is known to modulate mitochondrial structure and function, and dysregulated mitochondrial dynamics have independently been implicated in VSMC proliferation. We therefore hypothesized that nitrite attenuates IH by modulating mitochondrial dynamics to suppress VSMC proliferation. Using rat aortic smooth muscle cells (RASMCs), we demonstrate that nitrite treatment inhibits cell cycle progression and cell proliferation through upregulation of mitofusin-1 (Mfn1), a GTPase that catalyzes mitochondrial fusion. Mechanistically, nitrite increased Mfn1 protein levels by inhibiting Mfn1 proteasomal degradation. Mfn1 deletion resulted in enhanced proliferation, loss of contractile gene expression, and decreased expression of antioxidant enzymes including catalase and glutathione peroxidase. Restoration of cellular antioxidant capacity significantly attenuated proliferation and preserved contractile gene expression in Mfn1-deficient cells. Smooth muscle cell-specific Mfn1 knockout mice subjected to carotid artery ligation injury exhibited exacerbated IH compared to wildtype mice. Nitrite administration significantly decreased IH in wildtype mice but not Mfn1-deficient mice. These findings identify endogenous Mfn1 as a critical regulator of VSMC cell cycle progression and as an essential mediator of the vasoprotective effects of nitrite.

cell biology↗

bioRxiv2025

Human hepatic stellate cells orchestrate the accumulation and function of CD103+ tissue-resident CD8+ T-cells in liver fibrosis

Tissue-resident memory cells (TRM) contribute to protective and pathogenic responses in the liver, yet precisely how hepatic TRM adapt and integrate cues from the underlying stroma and extracellular matrix (ECM) in chronic liver disease (CLD) has yet to be fully defined. Here we describe a role for activated myofibroblast-like hepatic stellate cells (HSCs) in the accumulation and in situ localisation of CD8+ TRM in the CLD liver. Activated HSCs drive a program of tissue residence in activated, tissue-infiltrating CD8+ T-cells in a TGF{beta}-dependent manner. We show upregulation of CD103, ECM-binding integrins and adhesion molecules driven by TGF{beta} which together contribute to the sequestration of TRM within the ECM-rich fibrotic niche. Ex vivo, hepatic CD103+ TRM correlate with the extent of ECM deposited, express an altered repertoire of co-stimulatory and co-inhibitory receptors, transcriptional regulators of cellular exhaustion and produce less proinflammatory mediators upon TCR engagement in CLD than in health. Through expression of several co-inhibitory ligands, we further demonstrate the potential for activated HSCs to acquire an immunomodulatory phenotype and limit the capacity of CD103+ TRM to produce anti-viral and anti-tumour mediators upon antigen encounter. Finally, we demonstrate that strategies to block such regulatory pathways, including the PD1:PD-L1/PD-L2 axis, have the potential to restore the antigen-specific effector function of tissue-compartmentalised CD103+ TRM and thus contribute to improving the effectiveness of local immunosurveillance in CLD. One Sentence Summary: Activated hepatic stellate cells characteristic of liver fibrosis orchestrate an accumulation of a CD103+ TRM population with a reduced capacity for antigen-specific effector function in human CLD.

immunology↗

bioRxiv2025

A Novel Technique to Characterize Klebsiella pneumoniae Populations Indicates that Mono-Colonization is Associated with Risk of Infection

Klebsiella pneumoniae and related species are a common cause of healthcare-associated infections. The gut is a major Klebsiella reservoir and gut colonization is a risk factor for developing an extraintestinal Klebsiella infection. Patients can be colonized by multiple Klebsiella strains or even species in the gut simultaneously, and there is high concordance between the gut colonizing- and infection causing-strains. The detection and characterization of colonizing strains is critical for a better understanding of the progression to infection and for developing interventions for colonized patients. However, the association between mixed or mono-colonization and subsequent infection is unknown. In this study, we developed an amplicon-based sequencing method called wzi-Seq that enables the detection and quantification of Klebsiella strains from complex samples and mixtures using the conserved capsule gene wzi as a molecular barcode. This method is highly accurate and precise with a sensitivity of 93% and specificity of 99.8% in mixtures containing as many as 58 unique wzi types. The assay was validated analytically and applied to an established case and control cohort. We determined that 63.2% (108/171) patients were mono-colonized with a single Klebsiella strain while 36.8% (63/171) had mixed colonization with multiple Klebsiella strains. Controlling for patient variables in multivariate analysis, we determined that mono-colonization was significantly (p = 0.034) associated with infection. Characterization of Klebsiella colonizing populations could improve the accuracy of assessing infection risk and enable targeted interventions to prevent these healthcare-associated infections. ImportanceKlebsiella gut colonization is a major risk factor the development of extraintestinal Klebsiella infections in hospitalized settings. However, it is unknown if patients are colonized by one or multiple strains of Klebsiella and how the population structure of Klebsiella in the gut impacts infection risk. Here we describe the development of a novel technique, wzi-Seq, to detect and quantify multiple Klebsiella strains from complex samples using standard techniques and rapid DNA sequencing. We applied wzi-Seq to rectal swabs from a well-characterized patient cohort and found that Klebsiella colonization with a single strain was more prevalent than colonization with multiple strains. Furthermore, mono-colonized patients had a significantly higher risk of developing a Klebsiella infection than mixed colonized patients. This work validates a new tool to study Klebsiella populations and reveals that population structure in the gut influences the risk of healthcare associated infections.

microbiology↗

bioRxiv2025

Mitochondria-containing large extracellular vesicles target mouse motor neurons upon intramuscular injection

Amyotrophic Lateral Sclerosis (ALS) is a neurological disorder that causes progressive degeneration of motor neurons. Mitochondrial dysfunction accelerates neurodegeneration aggravating the severity of ALS. We hypothesized that increasing the mitochondrial function of motor neurons may promote neuronal survival. Therefore, we investigated the potential of neuron-derived mitochondria containing extracellular vehicles (EVs) as a novel therapeutic approach for ALS using differentiated NSC-34 cells as a surrogate for neurons. Neuron derived-large EVs (lEVs) but not small EVs (sEVs) contained mitochondria. However, we observed increased cell viability and oxygen consumption rates in heat-stressed neurons treated with both sEVs and lEVs suggesting improved mitochondrial function in recipient neurons. The increased oxygen consumption rates in sEV-treated heat-stressed neurons was accompanied by a greater proton leak compared to lEV treatment. The greater proton leak observed with sEVs likely suggests a lower efficiency of oxidative phosphorylation compared to that achieved by cells treated with mitochondria-containing lEVs. These findings suggest that mitochondrial components present in sEVs, such as proteins and mitochondrial DNA, may too contribute to improving cellular respiration. Furthermore, we have demonstrated that lEV mitochondria are transported into the lumbar spinal cord motor neurons following intramuscular injection in C57BL/6 mice in a EV dose-dependent manner. Collectively, for the first time, we have demonstrated the therapeutic effects of neuronal EVs in recipient heat-stressed neurons and the delivery of lEV mitochondria to spinal cord motor neurons in vivo without any EV surface modifications for neuronal targeting. Further studies will determine the therapeutic efficacy of mitochondria-containing EVs in the SOD1G93A transgenic mouse model of ALS. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=166 HEIGHT=200 SRC="FIGDIR/small/675842v1_ufig1.gif" ALT="Figure 1"> View larger version (52K): org.highwire.dtl.DTLVardef@af590aorg.highwire.dtl.DTLVardef@1fed11dorg.highwire.dtl.DTLVardef@52d339org.highwire.dtl.DTLVardef@1a97182_HPS_FORMAT_FIGEXP M_FIG C_FIG

bioengineering↗

bioRxiv2025

Miniature bioreactor arrays for modeling functional and structural dysbiosis in inflammatory bowel disease

Alterations in the gut microbiota, known as gut dysbiosis, are associated with inflammatory bowel disease (IBD). There is a need for model systems that can recapitulate the IBD gut microbiome to better understand the mechanistic impact of differences in microbiota composition and its functional consequences in a controlled laboratory setting. To this end, we introduced fecal samples from patients with Crohns disease (CD) and ulcerative colitis (UC), as well as from healthy control subjects, to miniature bioreactor arrays (MBRAs) and analyzed the microbial communities over time. We then performed two functional assessments. First, we evaluated the colitogenic potential of the CD microbiotas in genetically susceptible germ-free IL-10-deficient mice and found that colitogenic capacity was preserved in a bioreactor-cultivated CD microbiota. Second, we tested impaired colonization resistance against Clostridioides difficile in UC microbiotas using the MBRA system and found that UC microbiotas were innately susceptible to C. difficile colonization while healthy microbiotas were resistant, consistent with what is seen clinically. Overall, our results demonstrate that IBD microbiotas perform comparably to healthy donor microbiotas in the MBRA system, successfully recapitulating microbial structure while preserving IBD-specific functional characteristics. These findings establish a foundation for further mechanistic research into the IBD microbiota using MBRAs.

microbiology↗

bioRxiv2024

Myoglobin Inhibits Breast Cancer Cell Fatty Acid Oxidation and Migration via Heme-Dependent Oxidant Production and Not Fatty Acid Binding

The monomeric heme protein myoglobin (Mb), traditionally thought to be expressed exclusively in cardiac and skeletal muscle, is now known to be expressed in approximately 40% of breast tumors. While Mb expression is associated with better patient prognosis, the molecular mechanisms by which Mb limits cancer progression are unclear. In muscle, Mbs predominant function is oxygen storage and delivery, which is dependent on the proteins heme moiety. However, prior studies demonstrate that the low levels of Mb expressed in cancer cells preclude this function. Recent studies propose a novel fatty acid binding function for Mb via a lysine residue (K46) in the heme pocket. Given that cancer cells can upregulate fatty acid oxidation (FAO) to maintain energy production for cytoskeletal remodeling during cell migration, we tested whether Mb-mediated fatty acid binding modulates FAO to decrease breast cancer cell migration. We demonstrate that the stable expression of human Mb in MDA-MB-231 breast cancer cells decreases cell migration and FAO. Site-directed mutagenesis of Mb to disrupt Mb fatty acid binding did not reverse Mb-mediated attenuation of FAO or cell migration in these cells. In contrast, cells expressing Apo-Mb, in which heme incorporation was disrupted, showed a reversal of Mb-mediated attenuation of FAO and cell migration, suggesting that Mb attenuates FAO and migration via a heme-dependent mechanism rather than through fatty acid binding. To this end, we show that Mbs heme-dependent oxidant generation propagates dysregulated gene expression of migratory genes, and this is reversed by catalase treatment. Collectively, these data demonstrate that Mb decreases breast cancer cell migration, and this effect is due to heme-mediated oxidant production rather than fatty acid binding. The implication of these results will be discussed in the context of therapeutic strategies to modulate oxidant production and Mb in tumors. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=137 HEIGHT=200 SRC="FIGDIR/small/591659v1_ufig1.gif" ALT="Figure 1"> View larger version (29K): org.highwire.dtl.DTLVardef@84f5f9org.highwire.dtl.DTLVardef@130b7eeorg.highwire.dtl.DTLVardef@17b96faorg.highwire.dtl.DTLVardef@f517a5_HPS_FORMAT_FIGEXP M_FIG O_FLOATNOGraphical Abstract:C_FLOATNO Mb-dependent oxidant generation (but not fatty acid binding) dysregulates mitochondrial respiration and migratory gene expression, leading to decreased cell migration. Created with BioRender. C_FIG HighlightsO_LIMyoglobin (Mb) expression in MDA-MB-231 breast cancer cells slows migration. C_LIO_LIMb expression decreases mitochondrial respiration and fatty acid oxidation. C_LIO_LIMb-dependent fatty acid binding does not regulate cell migration or respiration. C_LIO_LIMb-dependent oxidant generation decreases mitochondrial metabolism and migration. C_LIO_LIMb-derived oxidants dysregulate migratory gene expression. C_LI

cancer biology↗

bioRxiv2024

A Mycobacterium tuberculosis secreted virulence factor disrupts host snRNP biogenesis

We earlier reported that Mycobacterium tuberculosis (Mtb) alters host RNA splicing to help its intracellular growth. Here, we report an unprecedented mechanism whereby a secreted virulence factor from Mtb interferes with the biogenesis of key spliceosomal components, causing an altered RNA splicing pattern. A high-throughput yeast-2-hybrid screen identified several Mtb-secreted proteins that can interact with the host RNA splicing factors (SFs). Through custom-designed in-cell assays, we show that one of those proteins, Rv1435c, targets specific exon-skipping events to alter RNA splicing. We show that Rv14345c or host splicing regulator 1 (hsr1) facilitates direct interaction between Mtb phagosomes and U5 snRNA and SNRPF, key components of the snRNPs. Genetic deletion of hsr1 reverses the specific exon-skipping events caused by WT Mtb infection. The{Delta} hsr1 strain shows compromised growth during ex vivo infection in the macrophages and in vivo infection in the mice. Tissue sections from the WT Mtb or{Delta} hsr1-infected mice showed significant hsr1-dependent SNRPF staining, a phenomenon also noted in the human intestinal tuberculosis (ITB) biopsies. We infer that hsr1 is a virulence factor which alters RNA splicing by interacting with U5snRNA and SNRPF. The splicing regulators from the host and pathogen are novel targets for anti-tuberculosis therapy.

molecular biology↗

bioRxiv2022

Myoglobin promotes cardiomyocyte differentiation through oxidatively modulating the Hippo Kinase Pathway

BackgroundWhile cardiomyocytes undergo terminal differentiation postnatally and rarely re-enter the cell cycle, the endogenous mechanisms that propagate differentiation and prevent de-differentiation remain unclear. The monomeric heme protein myoglobin, which stores oxygen and regulates reactive oxygen/nitrogen species balance in the heart, increases in expression by over 50% during cardiomyocyte differentiation. Though myoglobin deletion without significant compensation is embryonic lethal in mice, a role for the protein in regulating cardiomyocyte differentiation has not been tested. We hypothesized that myoglobin expression is required for cardiomyocyte differentiation and the loss of myoglobin enables de-differentiation. MethodsMyoglobin was genetically silenced in HL-1, H9C2 cells, and neonatal rat ventricular cardiomyocytes (NRVM) to examine myoglobin-dependent effects on differentiation, proliferation, and Hippo pathway signaling. A zebrafish model of Mb depletion was made using CRISPR-Cas9 to test the effect of myoglobin depletion on cardiac regeneration after apical resection injury in vivo. ResultsMyoglobin deletion in cultured cell lines and NRVM decreased the gene expression of cardiomyocyte differentiation markers (troponin, myosin light chain, and myosin heavy chain), upregulated markers of dedifferentiation (runx1 and dab2) and stimulated cell proliferation. Mechanistically, we show that the heme prosthetic group of myoglobin catalyzes the oxidation of the Hippo pathway kinase LATS1, which activates the enzyme to phosphorylate the downstream Yes-associated protein (YAP) transcription factor, which prevents its transcriptional activity. Thus, the loss of myoglobin results in the de-phosphorylation and nuclear translocation of YAP, which propagates proliferation and fetal gene expression. In vivo, myoglobin-deficient zebrafish hearts recapitulated the increase in YAP signaling and showed accelerated regeneration at 20 days post apical injury. ConclusionWe a novel role for myoglobin as an endogenous driver of cardiomyocyte differentiation, and a regulator of the Hippo pathway. These findings suggest myoglobin as a potential target for strategies to enhance cardiac development and improve cardiac repair and regeneration.

cell biology↗

bioRxiv2021

Measurement of Klebsiella Intestinal Colonization Density to Assess Infection Risk

BackgroundKlebsiella pneumoniae and closely related species K. variicola and K. quasipneumoniae are common causes of healthcare-associated infections, and patients frequently become infected with their intestinal colonizing strain. To assess the association between Klebsiella colonization density and subsequent infections, a case-control study was performed. MethodsA multiplex qPCR assay was developed and validated to quantify Klebsiella (K. pneumoniae, K. variicola, and K. quasipneumoniae combined) relative to total bacterial DNA copies in rectal swabs. Cases of Klebsiella infection were identified based on clinical definitions and having a clinical culture isolate and preceding or co-incident colonization isolate with the same wzi capsular sequence type. Controls were colonized patients without subsequent infection and were matched 2:1 to cases based on age, sex, and rectal swab collection date. Quantitative PCR (qPCR) from rectal swab samples was used to measure the association between relative abundance (RA) of Klebsiella and subsequent infections. ResultsKlebsiella RA by qPCR highly correlated with 16S sequencing ({rho}=0.79; P <.001). The median Klebsiella RA in the study group was 2.6% (interquartile range (IQR) 0.1-22.5, n=238), and was higher in cases (15.7%, IQR 0.93-52.6%, n=83) than controls (1.01%, IQR 0.02-12.8%; n=155; P <0.0001). After adjusting for multiple clinical covariates using inverse probability of treatment weighting, subjects with a Klebsiella RA > 22% had a 2.87-fold (1.64-5.03, P =0.0003) increased odds of infection compared to those with lower colonization density levels. ConclusionsMeasurement of colonization density by qPCR could represent a novel approach to identify hospitalized patients at risk for Klebsiella infection. ImportanceColonization by bacterial pathogens often precedes infection, and offers a window of opportunity to prevent these infections. Klebsiella colonization is significantly and reproducibly associated with subsequent infection, however factors that enhance or mitigate this risk in individual patients are unclear. This study developed an assay to measure the density of Klebsiella colonization, relative to total fecal bacteria, in rectal swabs from hospitalized patients. Applying this assay to 238 colonized patients, high Klebsiella density defined as >22% of total bacteria, was significantly associated with subsequent infection. Based on widely available polymerase chain reaction (PCR) technology, this type of assay could be deployed in clinical laboratories to identify patients at increased risk of Klebsiella infections. As novel therapeutics are developed to eliminate pathogens from the gut microbiome, a rapid Klebsiella colonization density assay could identify patients who would benefit from this type of infection prevention interventions.

microbiology↗

bioRxiv2021

Gut microbiome features are associated with sepsis onset and outcomes

BackgroundEpidemiologic studies have linked antibiotic exposure to subsequent sepsis, suggesting that microbiome disruption may be in the causal pathway and an independent risk factor. This study tests whether variation in the gut microbiota associates with risk of sepsis onset and its outcomes. MethodsUsing a validated surveillance definition, patients with an archived rectal swab from intensive care and hematology units were screened for sepsis. After confirmation by chart review, cases were matched to controls in a 1:2 ratio based on age, gender, and collection date. Relative taxon abundance was measured by sequence analysis of 16S rRNA gene amplicons; total bacterial abundance was measured by qPCR of the 23S rRNA gene. Conditional logistic regression identified clinical and microbiota variables associated with sepsis. ResultsThere were 103 sepsis cases matched to 206 controls. In a final model adjusting for exposure to broad-spectrum antibiotics and indwelling vascular catheters, high relative abundance (RA) of Enterococcus (Odds Ratio (OR) 1.36 per 10% increase, P=.016) and high total bacterial abundance (OR 1.50 per 10-fold increase in 23S copies/L, P =.001) were independently associated with sepsis. Decreased RA of butyrate-producing bacteria also independently associated with sepsis (OR 1.20 for 10% decrease in RA, P =.041), and mortality in unadjusted analysis (OR=1.47 for 10% decrease in RA, P=.034). ConclusionsThis study indicates that the microbiota is altered at sepsis onset. The decreased RA of butyrate-producing bacteria in sepsis also associates with mortality, suggesting a therapeutic role for prebiotics and probiotics in the prevention and treatment of sepsis. ImportanceEarly detection of patients at risk for sepsis could enable interventions to prevent or rapidly treat this life-threatening condition. Prior antibiotic treatment is associated with sepsis, suggesting that disruption of the bacterial population in the gut (the intestinal microbiome) could be an important step leading to disease. To investigate this theory, we matched hospitalized patients with and without sepsis and characterized the patients microbiomes close to or at onset of sepsis. We found that several microbiome alterations, including having more total bacteria in the gut was associated with onset, regardless of prior antibiotic treatment. This signature of microbiome disruption brings us closer to identifying the biological causes of sepsis and could be used to develop new diagnostic tests to identify patients at risk of sepsis.

microbiology↗

bioRxiv2020

DIFFERENTIAL BIOENERGETICS IN ADULT RAT CARDIOMYOCYTES ISOLATED FROM THE RIGHT VERSUS LEFT VENTRICLE

The right and left ventricle of the heart have distinctly different developmental origins and are affected differently by similar pathological stimuli. Though it is well established that the heart relies almost entirely on mitochondrial function to sustain energy production, it remains unclear whether bioenergetics differ in the two ventricles. Herein, we define a novel methodology to optimize the isolation of intact cardiomyocytes from the right versus the left ventricle. We demonstrate that this segmental Langendorff-free methodology yields viable cardiomyocytes with intact mitochondrial function. Further, we compare bioenergetics in right versus left ventricle cardiomyocytes and show that cardiomyocytes from the right ventricle have a greater maximal capacity for respiration and enhanced glycolytic rate. This increase in respiration was concomitant with increased fatty acid oxidation and levels of fatty acid oxidation proteins, but no change in mitochondrial electron transport complex expression. These data validate a potentially powerful tool to evaluate differences in right and left ventricular function and advance the understanding of cardiac bioenergetic differences. These data will be discussed in the context of differential responses by the right versus ventricle in pathology.

cell biology↗

bioRxiv2019

Control of cytokinesis by β-adrenergic receptors indicates an approach for regulating cardiomyocyte endowment

ABSTRACT/SUMMARYOne million patients with congenital heart disease (CHD) live in the US. They have a lifelong risk of developing heart failure. Current concepts do not sufficiently address mechanisms of heart failure development specifically for these patients. We show that cardiomyocyte cytokinesis failure is increased in tetralogy of Fallot with pulmonary stenosis (ToF/PS), a common form of CHD. Labeling of a ToF/PS baby with isotope-tagged thymidine showed cytokinesis failure after birth. We used single-cell transcriptional profiling to discover that the underlying mechanism is repression of the cytokinesis gene ECT2, and show that this is downstream of {beta}-adrenergic receptors ({beta}-AR). Inactivation of the {beta}-AR genes and administration of the {beta}-blocker propranolol increased cardiomyocyte division in neonatal mice, which increased the endowment and conferred benefit after myocardial infarction in adults. Propranolol enabled the division of ToF/PS cardiomyocytes. These results suggest that {beta}-blockers should be evaluated for increasing cardiomyocyte division in patients with ToF/PS and other types of CHD.

cell biology↗

bioRxiv2019

Minimal in vivo requirements for developmentally regulated cardiac long intergenic non-coding RNAs

Long intergenic non-coding RNAs (lincRNAs) have been implicated in aspects of gene regulation, but their requirement for development needs empirical interrogation. To begin to understand the roles lincRNAs might play in heart development, we computationally identified nine murine lincRNAs that have developmentally regulated transcriptional and epigenomic profiles specific to early heart differentiation. Six of the nine lincRNAs had in vivo expression patterns supporting a potential function in heart development, including a transcript downstream of the cardiac transcription factor Hand2 that we named Handlr (Hand2-associated lincRNA), Rubie, and Atcayos. We genetically ablated these six lincRNAs in mouse, which implicated genomic regulatory roles to four of the cohort, However, none of the lincRNA deletions led to severe cardiac phenotypes. Thus, we stressed the hearts of adult Handlr and Atcayos mutant mice by transverse aortic banding and found that absence of these lincRNAs did not affect cardiac hypertrophy or left ventricular function post-stress. Our results support roles for lincRNA transcripts and/or transcription to regulation of topologically associated genes. However, the individual importance of developmentally-specific lincRNAs is yet to be established. Their status as either gene-like entities or epigenetic components of the nucleus should be further considered.

developmental biology↗

bioRxiv2019

Temporal Gut Microbial Changes Predict Recurrent Clostridium difficile in Patients with and without Ulcerative Colitis

BackgroundUlcerative colitis (UC) carries an increased risk of primary and recurrent Clostridium difficile infection (rCDI) and CDI is associated with UC flares. We hypothesized that specific fecal microbial changes associate with UC flare and rCDI.\n\nMethodsWe conducted a prospective observational cohort study of 57 patients with UC and CDI, CDI only, and UC flare only. Stool samples were collected at baseline, at the end of antibiotic therapy, and after reconstitution for 16S rRNA sequencing. The primary outcomes were recurrent UC flare and rCDI. Logistic regression and Lasso models were constructed for analysis.\n\nResultsThere were 21 (45.7%) patients with rCDI, while 11 (34.4%) developed UC flare. Patients with rCDI demonstrated significant inter-individual (P=.008) and intra-individual differences (P=.004 relative to baseline samples) in community structure by Jensen-Shannon distance (JSD) compared with non-rCDI. Two cross-validated models identified by Lasso regression predicted risk of rCDI: a baseline model with female gender, hospitalization for UC in the past year, increased Ruminococcaceae and Verrucomicrobia, and decreased Eubacteriaceae, Enterobacteriaceae, Lachnospiraceae, and Veillonellaceae (AuROC=0.94); and a model 14 days after completion of antibiotics with female gender, increased Shannon diversity, Ruminococcaceae and Enterobacteriaceae, and decreased community richness and Faecalibacterium (AuROC=0.9). Adding JSD between baseline and post-treatment samples to the latter model improved fit (AuROC=0.94). A baseline model including UC hospitalization in the past year and increased Bacteroidetes showed good fit characteristics for predicting increased risk of UC flare (AuROC=0.88).\n\nConclusionFecal microbial features at baseline and following therapy predict rCDI risk in patients with and without UC. These results may help risk stratify patients to guide management.

microbiology↗

bioRxiv2017

Inter-individual Recovery Of The Microbiota And Metabolome Over Time Following Fecal Microbiota Transplantation In Patients With Recurrent Clostridium difficile Infection

A significant proportion of individuals develop recurrent Clostridium difficile infection (CDI) following initial disease. Fecal microbiota transplantation (FMT), a highly effective treatment method for recurrent CDI, has been demonstrated to induce microbiota recovery, a critical component of disease recovery. However, identification of the specific microbes and their functions that directly impact recovery from CDI remains difficult. We assessed for associations among microbial community members and metabolites in patients with recurrent CDI following treatment with FMT over time to identify groups of bacteria with potential restorative functions. Using 16S rRNA gene-based sequencing, we observed marked similarity of the microbiota between recipients following FMT (n = 6, sampling up to 6 months post-FMT) and their respective donors. Increased levels of the secondary bile acid deoxycholic acid and the short chain fatty acids (SCFAs) butyrate, acetate, and propionate were observed post-FMT. To take into account longitudinal sampling and intra-individual differences, we applied a generalized estimating equation approach to model metabolite concentrations with the presence of specific members of the microbiota. Microbial metabolites that were increased following FMT associated with members classified within the Lachnospiraceae, Ruminococcaceae, and unclassified Clostridiales families. In contrast, members of these taxa were inversely associated with primary bile acids. The longitudinal aspect of this study allowed us to characterize individualized patterns of recovery, revealing variability between and within patients following FMT.\n\nIMPORTANCEClostridium difficile infection (CDI) is an urgent and serious healthcare-associated problem. In recent years, fecal microbiota transplantation (FMT) has been successfully used to treat recurrent CDI, a frequent outcome of disease. While it is apparent that FMT promotes recovery of the microbiota, it is unclear how microbes and their functions promote recovery from disease. This study aimed to identify associations among microbes and metabolites following FMT and to identify critical microbial functions following FMT treatment for recurrent CDI. Overall, recovery of the metabolome was highly dynamic and individualized in all patients, who were all successfully treated. Our results suggest that microbial changes following FMT may be highly specific to the donor-recipient relationship. Further understanding of the host-microbe environments necessary to enable successful transplantation of microbes during FMT could aid development of specific microbial therapeutics for recurrent CDI and other gastrointestinal diseases.

microbiology↗