Background and Aims Early detection of perihilar cholangiocarcinoma (CCA) among patients with primary sclerosing cholangitis (PSC) is important to identify more people eligible for curative therapy. While many recommend CCA screening, there are divergent opinions and limited data regarding the use of ultrasound or magnetic resonance imaging (MRI) for early CCA detection, and it is unknown whether there is benefit in testing asymptomatic individuals. Our aims were to assess the diagnostic performances and prognostic implications of ultrasound and MRI‐based CCA detection. Approach and Results This is a multicenter review of 266 adults with PSC (CCA, n = 120) who underwent both an ultrasound and MRI within 3 months. Images were re‐examined by radiologists who were blinded to the clinical information. Respectively, MRI had a higher area under the curve compared with ultrasound for CCA detection: 0.87 versus 0.70 for the entire cohort; 0.81 versus 0.59 for asymptomatic individuals; and 0.88 versus 0.71 for those listed for CCA transplant protocol. The absence of symptoms at CCA diagnosis was associated with improved 5‐year outcomes including overall survival (82% vs. 46%, log‐rank P < 0.01) and recurrence‐free survival following liver transplant (89% vs. 65%, log‐rank P = 0.04). Among those with asymptomatic CCA, MRI detection (compared with ultrasound) was associated with reduction in both mortality (hazard ratio, 0.10; 95% confidence interval, 0.01‐0.96) and CCA progression after transplant listing (hazard ratio, 0.10; 95% confidence interval, 0.01‐0.90). These benefits continued among patients who had annual monitoring and PSC for more than 1 year before CCA was diagnosed. Conclusions MRI is superior to ultrasound for the detection of early‐stage CCA in patients with PSC. Identification of CCA before the onset of symptoms with MRI is associated with improved outcomes.
Noncompetitive Allosteric Antagonism of Death Receptor 5 by a Synthetic Affibody Ligand
Abstract Introduction: The effector protein of the Hippo pathway, Yes-associated protein (YAP), functions as a transcriptional coactivator and has been implicated in the biology of cholangiocarcinoma (CCA). Although the Hippo cascade consists of serine kinases, which act to sequester YAP in the cytosol, we have recently demonstrated the importance of tyrosine phosphorylation in regulating YAP localization and function in CCA. Furthermore, previous evaluation of clinical samples of CCA demonstrated a high frequency of mutations in tyrosine phosphatases. Evaluation of YAP-interacting proteins identified several tyrosine phosphatases, including SHP2. Herein, we describe the ability to modulate YAPY357 phosphorylation status, localization, and activity through manipulation of SHP2 levels and activity. Methods: The cholangiocarcinoma cell lines HuCCT-1 and KMCH were utilized. SHP2 activity was modulated utilizing the inhibitors NSC87877 and SHP099 (Selleckchem). SHP2 levels were modulated utilizing knockout via a doxycycline-inducible CRISPR/Cas9 system. Enforced expression of SHP2 was explored utilizing catalytically active and dead constructs. Tyrosine phosphorylation was assessed via immunoblot. Transcriptional activity was assessed by qRT-PCR for YAP target genes. YAP sub-cellular localization was assessed by immunofluorescence. Proliferation was evaluated by MTS assay utilizing SHP2 inhibitors and the Src-family kinase inhibitor dasatinib (Selleckchem). Results: The HuCCT-1 and KMCH cell lines were noted to have unique p-YAPY357 profiles (HuCCT-1 [p-YAPY357 high] KMCH [p-YAPY357 low]), and these profiles correlated with SHP2 levels and YAP subcellular localization with HuCCT1 cells demonstrating low levels of SHP2 and prominent nuclear YAP localization, while KMCH cells demonstrated high levels of SHP2 and predominately cytoplasmic YAP. In both cell lines, pharmacologic inhibition of SHP2 was accompanied by an increase in p-YAPY357 levels and YAP cotranscriptional activity (as noted by increased expression of cognate YAP target genes). In KMCH cells SHP2 inhibition shifted YAP from the cytoplasm to the nucleus, and these findings were confirmed by CRISPR/Cas9-mediated deletion of SHP2. In contrast, enforced expression of catalytically active SHP2 in HuCCT1 cells was associated with a decrease in p-YAPY357 levels and a shift of YAP from the nucleus to the cytoplasm. As predicted, based on an increase in YAP activity and nuclear localization, SHP2 inhibition was associated with an increase in cellular proliferation in both cell lines. Incubation of the cell lines with dasatinib was associated with decreased proliferation, which was partially rescued by pretreatment with an SHP2 inhibitor. Conclusions: The tyrosine phosphatase SHP2 can regulate YAPY357 phosphorylation, transcriptional coactivity, and subcellular localization in CCA. Inhibition of SHP2 activity protects cells from the effects of Src kinase inhibition on cellular proliferation and caspase activation. Citation Format: EeeLN Buckarma, Nathan Werneburg, Ayano Kabashima, Gregory Gores, Rory Smoot. The tyrosine phosphatase SHP2 regulates YAPY357 phosphorylation, subcellular localization, and transcriptional coactivity in cholangiocarcinoma [abstract]. In: Proceedings of the AACR Special Conference on the Hippo Pathway: Signaling, Cancer, and Beyond; 2019 May 8-11; San Diego, CA. Philadelphia (PA): AACR; Mol Cancer Res 2020;18(8_Suppl):Abstract nr A17.
Inference from longitudinal laboratory tests characterizes temporal evolution of COVID-19-associated coagulopathy (CAC)
eLife | August 17, 2020 | Volume: 9 | Issue: No issue available | Pages: No page available
Temporal inference from laboratory testing results and triangulation with clinical outcomes extracted from unstructured electronic health record (EHR) provider notes is integral to advancing precision medicine. Here, we studied 246 SARS-CoV-2 PCR-positive (COVID pos ) patients and propensity-matched 2460 SARS-CoV-2 PCR-negative (COVID neg ) patients subjected to around 700,000 lab tests cumulatively across 194 assays. Compared to COVID neg patients at the time of diagnostic testing, COVID pos patients tended to have higher plasma fibrinogen levels and lower platelet counts. However, as the infection evolves, COVID pos patients distinctively show declining fibrinogen, increasing platelet counts, and lower white blood cell counts. Augmented curation of EHRs suggests that only a minority of COVID pos patients develop thromboembolism, and rarely, disseminated intravascular coagulopathy (DIC), with patients generally not displaying platelet reductions typical of consumptive coagulopathies. These temporal trends provide fine-grained resolution into COVID-19 associated coagulopathy (CAC) and set the stage for personalizing thromboprophylaxis.
Author response: Augmented curation of clinical notes from a massive EHR system reveals symptoms of impending COVID-19 diagnosis
No container title available | August 6, 2020 | Volume: No volume available | Issue: No issue available | Pages: No page available
We report for the first time that in wild-type (WT) mice, fast-food diet (FFD) induced a threefold increase in hepatic Sulf2 mRNA and a 2.2-fold increase in sulfatase 2 (SULF2) protein expression compared with WT mice on standard chow diet (SC). We showed that knockout of SULF2 ameliorates FFD-induced obesity, hyperlipidemia, steatohepatitis, and fibrosis. These data, along with work from other laboratories, suggest that SULF2 may be critical to the ability of the liver to progress to nonalcoholic steatohepatitis and fibrosis in conditions of overnutrition.
Augmented curation of clinical notes from a massive EHR system reveals symptoms of impending COVID-19 diagnosis
eLife | July 7, 2020 | Volume: 9 | Issue: No issue available | Pages: No page available
Understanding temporal dynamics of COVID-19 symptoms could provide fine-grained resolution to guide clinical decision-making. Here, we use deep neural networks over an institution-wide platform for the augmented curation of clinical notes from 77,167 patients subjected to COVID-19 PCR testing. By contrasting Electronic Health Record (EHR)-derived symptoms of COVID-19-positive (COVID pos ; n = 2,317) versus COVID-19-negative (COVID neg ; n = 74,850) patients for the week preceding the PCR testing date, we identify anosmia/dysgeusia (27.1-fold), fever/chills (2.6-fold), respiratory difficulty (2.2-fold), cough (2.2-fold), myalgia/arthralgia (2-fold), and diarrhea (1.4-fold) as significantly amplified in COVID pos over COVID neg patients. The combination of cough and fever/chills has 4.2-fold amplification in COVID pos patients during the week prior to PCR testing, in addition to anosmia/dysgeusia, constitutes the earliest EHR-derived signature of COVID-19. This study introduces an Augmented Intelligence platform for the real-time synthesis of institutional biomedical knowledge. The platform holds tremendous potential for scaling up curation throughput, thus enabling EHR-powered early disease diagnosis.
Nonalcoholic Steatohepatitis Promoting Kinases
Seminars in Liver Disease | June 11, 2020 | Volume: 40 | Issue: 04 | Pages: 346-357
AbstractNonalcoholic hepatitis (NASH) is the progressive inflammatory form of nonalcoholic fatty liver disease. Although the mechanisms of hepatic inflammation in NASH remain incompletely understood, emerging literature implicates the proinflammatory environment created by toxic lipid-induced hepatocyte injury, termed lipotoxicity. Interestingly, numerous NASH-promoting kinases in hepatocytes, immune cells, and adipocytes are activated by the lipotoxic insult associated with obesity. In the current review, we discuss recent advances in NASH-promoting kinases as disease mediators and therapeutic targets. The focus of the review is mainly on the mitogen-activated protein kinases including mixed lineage kinase 3, apoptosis signal-regulating kinase 1, c-Jun N-terminal kinase, and p38 MAPK; the endoplasmic reticulum (ER) stress kinases protein kinase RNA-like ER kinase and inositol-requiring protein-1α; as well as the Rho-associated protein kinase 1. We also discuss various pharmacological agents targeting these stress kinases in NASH that are under different phases of development.