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Causal connectivity measures for pulse-output network reconstruction: Analysis and applications

Tian, Zhong-Qi K; Chen, Kai; Li, Songting; McLaughlin, David W; Zhou, Douglas
The causal connectivity of a network is often inferred to understand network function. It is arguably acknowledged that the inferred causal connectivity relies on the causality measure one applies, and it may differ from the network's underlying structural connectivity. However, the interpretation of causal connectivity remains to be fully clarified, in particular, how causal connectivity depends on causality measures and how causal connectivity relates to structural connectivity. Here, we focus on nonlinear networks with pulse signals as measured output, e.g., neural networks with spike output, and address the above issues based on four commonly utilized causality measures, i.e., time-delayed correlation coefficient, time-delayed mutual information, Granger causality, and transfer entropy. We theoretically show how these causality measures are related to one another when applied to pulse signals. Taking a simulated Hodgkin-Huxley network and a real mouse brain network as two illustrative examples, we further verify the quantitative relations among the four causality measures and demonstrate that the causal connectivity inferred by any of the four well coincides with the underlying network structural connectivity, therefore illustrating a direct link between the causal and structural connectivity. We stress that the structural connectivity of pulse-output networks can be reconstructed pairwise without conditioning on the global information of all other nodes in a network, thus circumventing the curse of dimensionality. Our framework provides a practical and effective approach for pulse-output network reconstruction.
PMID: 38551842
ISSN: 1091-6490
CID: 5645292

Cutaneous Melanoma Incidence - Evidence of a Flattening Curve

Berk-Krauss, Juliana; Sharma, Medha; Polsky, David; Geller, Alan C
PMID: 38086518
ISSN: 1097-6787
CID: 5589212

Effectiveness and toxicity of five-fraction prone accelerated partial breast irradiation

Hardy-Abeloos, Camille; Xiao, Julie; Oh, Cheongeun; Barbee, David; Shah, Bhartesh; Maisonet, Olivier; Perez, Carmen; Adams, Sylvia; Schnabel, Freya; Axelrod, Deborah; Guth, Amber; Karp, Nolan; Cahlon, Oren; Gerber, Naamit
PURPOSE/OBJECTIVE:Our institution was an early adopter of 5-fraction accelerated partial breast irradiation (ABPI) to treat women with early-stage breast cancer. This study reports long-term oncologic and cosmetic outcomes. METHODS:We included patients receiving APBI 600 cGy × 5 fx delivered every other day or every day between 2010 and 2022. Logistic regression models were used to identify factors associated with development of late toxicities, clinician, and patient-rated cosmesis. Kaplan-Meier methodology was used to calculate overall survival (OS), disease-free survival (DFS), and locoregional recurrence-free survival (LR-RFS). RESULTS:442 patients received APBI either daily (56%) or every other day (44%) in the prone position (92%). At a median follow-up of 48 months (range: 5.96-155 months), 12 (2.7%) patients developed a local recurrence (LR). Out of 258 patients with > 3-month toxicity data available, the most common late grade ≥ 2 adverse event was breast fibrosis (6.2%). On multivariate analysis, daily APBI treatment (vs every other day) did not correlate with an increased risk of any late grade ≥ 2 toxicity though it did correlate with a lower risk of any late grade ≥ 2 fibrosis. Overall, at a median follow-up of 80 months, the rates of good-excellent physician and patient-rated cosmesis were 95% and 85%, respectively, with no difference between patients treated on consecutive vs. every other day. On multivariate analysis, patients who did not receive any adjuvant therapy were at increased risk of developing a LR. Five-year OS, LRFS, and DFS were 97.2%, 97.7%, and 89.5%, respectively. CONCLUSIONS:Five-fraction APBI delivered primarily in the prone position either daily or every other day was effective with low rates of local recurrence, minimal toxicity, and excellent cosmesis at long-term follow-up.
PMID: 38183516
ISSN: 1573-7217
CID: 5644242

Description of a novel splice site variant in UBA1 gene causing VEXAS syndrome

Ospina Cardona, Daniela; Rodriguez-Pinto, Ignasi; Iosim, Sonia; Bonet, Nuria; Mensa-Vilaro, Anna; Wong, Mei-Kay; Ho, Gary; Tormo, Marc; Yagüe, Jordi; Shon, Wonwoo; Wallace, Daniel; Casals, Ferran; Beck, David B; Abuav, Rachel; Arostegui, Juan I
OBJECTIVE:The vacuoles, E1 enzyme, X-linked, autoinflammatory, somatic (VEXAS) syndrome is a complex immune disorder consequence of somatic UBA1 variants. Most reported pathogenic UBA1 variants are missense or splice site mutations directly impairing the translational start site at p. Met41, with recent studies showing that these variants are frequent causes of recurrent inflammation in older individuals. Here we aimed to characterize a novel UBA1 variant found in two patients clinically presenting with VEXAS syndrome. METHODS:Patients' data were collected from direct assessments and from their medical charts. Genomics analyses were performed by both Sanger and amplicon-based deep sequencing, mRNA studies were performed by both cDNA subcloning and mRNA sequencing. RESULTS:We report a novel, somatic variant in a canonical splice site of the UBA1 gene (c.346-2A>G), which was identified in two unrelated adult male patients with late-onset, unexplained inflammatory manifestations including recurrent fever, Sweet syndrome-like neutrophilic dermatosis, and lung inflammation responsive only to glucocorticoids. RNA analysis from patients' samples demonstrated aberrant mRNA splicing leading to multiple in-frame transcripts, including a transcript retaining the full sequence of intron 4 and a different transcript with the deletion of the first 15 nucleotides of exon 5. CONCLUSION/CONCLUSIONS:Here we describe the abnormal UBA1 transcription as a consequence of the novel c.346-2A>G variant identified in two patients with clinical features compatible with VEXAS syndrome. Overall, these results further demonstrate the expanding spectrum of variants in UBA1 leading to pathology and support for a complete gene evaluation in those candidate patients for VEXAS syndrome.
PMID: 38552317
ISSN: 1462-0332
CID: 5645302

Quality measures in pre-liver transplant care by the Practice Metrics Committee of the American Association for the Study of Liver Diseases

Brahmania, Mayur; Kuo, Alexander; Tapper, Elliot B; Volk, Michael; Vittorio, Jennifer M; Ghabril, Marwan; Morgan, Timothy; Kanwal, Fasiha; Parikh, Neehar D; Martin, Paul; Mehta, Shivang; Winder, Gerald S; Im, Gene Y; Goldberg, David; Lai, Jennifer C; Duarte-Rojo, Andres; Paredes, Angelo H; Patel, Arpan A; Sahota, Amandeep; McElroy, Lisa M; Thomas, Charlie; Wall, Anji E; Malinis, Maricar; Aslam, Saima; Simonetto, Douglas A; Ufere, Nneka N; Ramakrishnan, Sudha; Flynn, Mary Margaret; Ibrahim, Yasmin; Asrani, Sumeet K; Serper, Marina
INTRODUCTION/BACKGROUND:The LT evaluation and waitlisting process is subject to variations in care that can impede quality. The American Association for the Study of Liver Diseases (AASLD) Practice Metrics Committee (PMC) developed quality measures and patient-reported experience measures (PREMs) along the continuum of pre-LT care to reduce care variation and guide patient-centered care. METHODS:Following a systematic literature review, candidate pre-LT measures were grouped into four phases of care: referral, evaluation and waitlisting, waitlist management, and organ acceptance. A modified Delphi panel with content expertise in hepatology, transplant surgery, psychiatry, transplant infectious disease, palliative care and social work selected the final set. Candidate PREMs spanned domains of cognitive health, emotional health, social well-being, and understanding the LT process. RESULTS:Of the 71 candidate measures, 41 were selected: 9 for referral; 20 for evaluation and waitlisting; 7 for waitlist management; and 5 for organ acceptance. A total of 14 were related to structure, 17 were process measures and 10 were outcome measures that focused on elements not typically measured in routine care. Among the PREMs, LT candidates rated items from understanding the LT process domain as the most important. CONCLUSION/CONCLUSIONS:The proposed pre-LT measures provide a framework for quality improvement and care standardization among LT candidates. Select measures apply to various stakeholders such as referring practitioners in the community and LT centers. Clinically meaningful measures that are distinct from those used for regulatory transplant reporting may facilitate local QI initiatives to improve access and quality of care.
PMID: 38536021
ISSN: 1527-3350
CID: 5644902

Nephrologists should talk to their patients about climate change

Goldfarb, David S
PMID: 38240262
ISSN: 1473-6543
CID: 5624432

Let's stop talking about 'citrate toxicity'

Israni, Avantika; Goldfarb, David S
PURPOSE OF REVIEW/OBJECTIVE:Continuous renal replacement therapy (CRRT) is a vital medical intervention used in critically ill patients with acute kidney injury (AKI). One of the key components of adequate clearance with CRRT is the use of anticoagulants to prevent clotting of the extracorporeal circuit. Regional citrate anticoagulation is the most often recommended modality. The term 'citrate toxicity' is used to describe potential adverse effects of accumulation of citrate and subsequent hypocalcemia. However, citrate is itself not inherently toxic. The term and diagnosis of citrate toxicity are questioned in this review. RECENT FINDINGS/RESULTS:Citrate is being increasingly used for regional anticoagulation of the CRRT circuit. Citrate accumulation is infrequent and can cause hypocalcemia and metabolic alkalosis, which are potential adverse effects. Citrate itself, however, is not a toxic molecule. The term 'citrate toxicity' has been used to denote hypocalcemia and metabolic acidosis. However, citrate administration is well known to cause systemic and urinary alkalinization and under certain circumstances, metabolic alkalosis, but is not associated itself with any 'toxic' effects.We review the existing literature and debunk the perceived toxicity of citrate. We delve into the metabolism and clearance of citrate and question current data suggesting metabolic acidosis occurs as the result of citrate accumulation. SUMMARY/CONCLUSIONS:In conclusion, this article calls into question prevailing concerns about 'citrate toxicity'. We emphasize the need for a more nuanced understanding of its safety profile. We recommend discarding the term 'citrate toxicity' in favor of another frequently used, but more meaningful term: 'citrate accumulation'.
PMID: 37962170
ISSN: 1473-6543
CID: 5610622

Sudden Tissue Pallor and Systemic Hypertension Correlated With Intraoperative Elevated Intracranial Pressure During Endoscopic Resection of an Exophytic Thalamic Mass: 2-Dimensional Operative Video

Orillac, Cordelia; Kremer, Caroline M; Harter, David H
PMID: 37819103
ISSN: 2332-4260
CID: 5604292

Association of Estimated Glomerular Filtration Rate and Albuminuria with Venous Thromboembolism

Zheng, Zhong; Pandit, Krutika; Chang, Alex R; Shin, Jung-Im; Charytan, David M; Grams, Morgan E; Surapaneni, Aditya
BACKGROUND:Chronic kidney disease (CKD) has been implicated as a risk factor for venous thromboembolism, but the evidence is limited to relatively healthy populations. The objective of the current study was to discern whether parameters of kidney function and damage are associated with the occurrence of venous thromboembolism after hospitalization. METHODS:We conducted a retrospective study including 23,899 and 11,552 adult individuals hospitalized within Geisinger Health System and NYU Langone Health from 2004 to 2019 and 2012 to 2022, respectively. A Poisson model was used to evaluate adjusted incidence rates of venous thromboembolism according to estimated glomerular filtration rate (eGFR) and albuminuria categories in each cohort. Cox proportional hazards models were used to analyze associations of eGFR and urinary albumin to creatinine ratio (UACR) with venous thromboembolism and hazard ratios were meta-analyzed across cohorts. RESULTS:Both lower eGFR and higher UACR were associated with higher risks of venous thromboembolism. In the Geisinger cohort, the incidence of venous thromboembolism after hospital discharge ranged from 10.7 (95% CI 9.2 - 12.6) events per 1000 person-years in individuals in G1A1 (eGFR >90 mL/min/1.73 m2 and UACR <30 mg/g) to 27.7 (95% CI 20.6 - 37.2) events per 1000 person-years in individuals with G4-5A3 (eGFR <30 mL/min/1.73 m2 and UACR >300 mg/g). A similar pattern was observed in the NYU cohort. Meta-analyses of the two cohorts showed that every 10 mL/min/1.73m2 reduction in eGFR below 60 mL/min/1.73m2 was associated with a 6% higher risk of venous thromboembolism (HR 1.06 [1.02 - 1.11], P = 0.01), and each two-fold higher UACR was associated with a 5% higher risk of venous thromboembolism (HR 1.05 [1.03 - 1.07], P <0.001). CONCLUSIONS:Both eGFR and UACR were independently associated with higher risk of venous thromboembolism after hospitalization. The incidence rate was higher with greater severity of CKD.
PMID: 37971889
ISSN: 1555-905x
CID: 5610872

Effect of Return Electrode Placement at Apical Cochleostomy on Current Flow With a Cochlear Implant

Landsberger, David M; Long, Christopher J; Kirk, Jonathon R; Stupak, Natalia; Roland, J Thomas
OBJECTIVES/OBJECTIVE:A method for stimulating the cochlear apex using perimodiolar electrode arrays is described. This method involves implanting an electrode (ECE1) into the helioctrema in addition to standard cochlear implant placement. One objective is to verify a suitable approach for implanting ECE1 in the helicotrema. Another is to determine how placement of ECE1 reshapes electric fields. DESIGN/METHODS:Two cadaveric half-heads were implanted, and electric voltage tomography was measured with ECE1 placed in many positions. RESULTS:An approach for placing ECE1 was identified. Changes in electric fields were only observed when ECE1 was placed into the fluid in the helicotrema. When inside the helicotrema, electric voltage tomography modeling suggests an increased current flow toward the apex. CONCLUSIONS:Placement of ECE1 into the cochlear apex is clinically feasible and has the potential to reshape electric fields to stimulate regions of the cochlea more apical than those represented by the electrode array.
PMID: 38047764
ISSN: 1538-4667
CID: 5595192