Digital Commons Network^™

A Framework For Biological Weapons Deterrence, Center For The Study Of Weapons Of Mass Destruction

Research and Case Studies

The United States faces a growing range of biological threats, including the potential use of increasingly sophisticated biological weapons. As advances in science and technology expand the scope of these risks, deterring biological attacks has become an urgent national security challenge. This study examines the U.S. Government's current approach to biological weapons deterrence, assesses existing tools and capabilities, and identifies key challenges to developing a more effective strategy. Drawing on research, expert interviews, and roundtable discussions, the paper argues that deterring biological threats requires a coordinated whole-of-government approach that integrates the capabilities and expertise of multiple federal agencies. This NDU …

Beyond The Prompt: The Social Costs Of Generative Artificial Intelligence, J. Scott Christianson, Josh Rickard

The Business, Entrepreneurship & Tax Law Review

The rapid commercialization of generative artificial intelligence has produced extraordinary value for technology companies while systematically externalizing costs onto society. This Article provides a review of these externalities across three domains: environmental, human health, and digital infrastructure. The environmental burden includes massive energy and water consumption alongside ecologically destructive mining for rare earth elements and accelerating electronic waste. The human toll encompasses a documented pattern of AI-induced mental health crises, including suicide and self-harm linked to anthropomorphic chatbot design, raising novel questions of product liability in cases like Garcia v. Character.AI. The digital commons face degradation through industrialized data scraping …

Alfred Russel Wallace Notes 39. What About Wallace's 'Agnosticism'...?, Charles H. Smith

Faculty/Staff Personal Papers

Alfred Russel Wallace (1823−1913) seems to have distinguished his earlier years of agnosticism from his later period as a spiritualist, but a closer look at the situation suggests he actually remained an agnostic all the way through to the end of his life. The confusion is occasioned by a lack of terminology that can be applied to his position, which most closely resembles a Spinozian manner of thinking.

Differential Effects Of Neighborhood Ambient Pm2.5 Exposure And Social Vulnerability On Cancer-Related Systemic Inflammation By Race In A Large Health Care System Population From 2000 To 2020, Benjamin A. Rybicki, Zihan Lin, Amber L. Pearson

Biological, Geological, and Environmental Faculty Publications

BackgroundThe environment can impact cancer risk both directly, such as through the air we breathe, and indirectly, through the neighborhoods we live in. These risk factors often work in concert but can have disparate effects.MethodsTo understand how air pollution, as measured by ambient particulate matter 2.5 (PM2.5) levels and neighborhood disadvantage based on a geographically assigned social vulnerability index (SVI), may act together to impact cancer risk, we used 2000-2020 statewide cohort data from a large health system based in metropolitan Detroit, MI, USA (n = 245,438). Systemic inflammation was used as a surrogate indicator of cancer risk among study …

An Seir Model On Time Scales With Discrete Applications To Tuberculosis, E. Akın, G. Yeni, D. Konur, S. R. Işık, M. R. Işık

Mathematics and Statistics Faculty Research & Creative Works

In this paper, we propose a novel dynamical model on time scales consisting of new parameters to investigate the transmission dynamics of tuberculosis (TB), one of the deadliest infectious diseases worldwide, characterized by a long latency stage. The dynamical TB model, governed by the Susceptible–Exposed–Infected–Recovered (SEIR) framework within a unified form, yields a continuous model with a non-saturated incidence rate on the real numbers and discrete models with saturated incidence rates when different time domains are chosen. We analyze the stability of the equilibrium points of both the continuous TB model on the set of real numbers and the discrete …

Design And Validation Of A Wearable Respiratory Protection System For Wildland Firefighters, Oliver Pilon

Master's Theses

Wildland and Wildland–Urban Interface firefighters are routinely exposed to hazardous smoke with fine particulate matter, carbon monoxide, volatile organic compounds, and other toxic combustion products. Existing protective gear has significant limitations and shortcomings for these conditions. Respirators with tight-fitting facepieces make it difficult to breathe and speak. On the other hand, self-contained breathing apparatuses are too heavy, have a limited duration of use, and do not work well with long wildland fire scenes, while smaller protective equipment like N-95’s and gaiters provide very little protection. These constraints contribute to low adoption rates and prolonged occupational exposure.

This thesis presents the …

Impulsivity In Nrcam Ko Mice Is Reduced By Nmdar Antagonist Mk-801 But Not By Ampar Antagonist Cnqx, Mona Buhusi, Catalin V. Buhusi

Psychology Faculty Publications

The neuronal cell adhesion molecule NrCAM is widely expressed in the nervous system across the lifespan and has important physiological functions in the development of neuronal circuits through axonal growth and guidance and formation and maintenance of synapses in the cortex. NrCAM gene polymorphisms are associated with vulnerability to neuropsychiatric disorders such as schizophrenia, as well as vulnerability to substance use disorders. We investigated the effects of acute and chronic stress and the effects of systemic administration of AMPAR antagonist CNQX and NMDAR antagonist MK-801 on delay discounting in male NrCAM knockout (KO) mice and their wild-type littermate controls (WT). …

Pharmacokinetic Profiles Of Sertraline In Pregnancy As A Predictor Of Postpartum Depressive Symptoms, Sílvia M. Illamola, Zachary N. Stowe, Marc L. Kalin, Michael D. Evans, Catherine M.T. Sherwin, Maged M. Costantine, D. Jeffrey Newport, James C. Ritchie, Angela K. Birnbaum

Pediatrics Faculty Publications

Aim: To characterize pharmacokinetic changes of sertraline and its metabolite during pregnancy and postpartum, and their relationship to maternal postpartum depressive symptoms. Methods: This was a prospective observational, longitudinal study of pregnant women with a major depressive disorder treated with sertraline (N = 185 women, 205 pregnancies). Women were enrolled at <16 weeks' gestation and followed at 4-8 week intervals throughout pregnancy and the first postpartum year. Baseline measures included structured clinical interviews and demographic information. Drug and metabolite concentrations and psychometric measures (study outcomes) (ie, Hamilton Rating Scale for depression - 17 item, Beck Depression Inventory, Edinburgh Postnatal Depression Scale [EPDS], Clinical Global Impression [CGI]) were measured at follow-up visits. Serum sertraline and N-desmethylsertraline exposure were reported asstandardized 24-h concentration-to-dose (C/D) and parent to metabolite (P/M) ratios. Linear mixed-effects and latent trajectory models were used to characterize longitudinal patterns in concentration measures across pregnancy and postpartum, and their association with study outcomes. Results: Mean 24-h C/D ratios showed high variability throughout pregnancy and postpartuM.T.hat were characterized by three trajectories for sertraline and five for N-desmethylsertraline and P/M ratio corresponding to different sertraline pharmacokinetic profiles. At postpartum, sertraline drug exposure was inversely associated with higher EPDS score (P < .05), while N-desmethylsertraline exposure was associated with higher scores for all measured depression scales (P < .001). Higher P/M ratios had higher CGI scores (P < .05) postpartum. Conclusion: Sertraline pharmacokinetic profiles varied across pregnant women and were associated with postpartum depressive symptoms. The use of therapeutic monitoring may provide clinical insight that can be useful for identifying patients with a potential toward depressive symptoms.

An Odd Protocol For An Agent-Based Model Of Hepatitis C Virus Transmission In A Homogeneous Syringe-Sharing Network, Seun Ale, Que Thi Nguyet Nguyen Dr., John D. Kelleher Prof., Elizabeth Hunter Dr.

Reports

The model described in this ODD is an agent-based model of hepatitis C virus (HCV) transmission among people who inject drugs (PWID). The model assumes homogeneous mixing among syringe-sharing agents, without any form of heterogeneity in the agents interactions or syringe-sharing attitude. All syringe-sharing PWID are treated as identical in terms of their interaction frequency and syringe-sharing probability. Interactions are generated dynamically using proximity-based sampling at each timestep (one day), allowing agents to form syringe-sharing interactions based on spatial closeness. The number of daily interaction events is fixed at the population level, and each syringe-sharing agent has the same probability …

An Odd Protocol For An Agent-Based Model Of Hepatitis C Virus Transmission With Inter- And Intra-Group Structural And Behavioural Heterogeneous Syringe-Sharing Networks (5), Seun Ale, Que Nguyen Dr., John D. Kelleher Prof., Elizabeth Hunter Dr.

Reports

The model described in this ODD is an agent-based model of hepatitis C virus (HCV) transmission among people who inject drugs (PWID). The model incorporates structural heterogeneity through a three-group interaction framework and behavioural heterogeneity through group-specific syringe-sharing rates with additional intra-group variability. The syringe-sharing population in the model is divided into core, inner, and outer circle groups representing individuals with high, moderate, and low levels of syringe-sharing interaction intensity, respectively. In addition to differences in the number of daily interaction opportunities across groups, agents in each group are assigned syringe-sharing probabilities that vary at the individual level around their …

A Bacillus Pumilus Isolate With Promising Antimycobacterial Properties, Cody M. Pfaff

SACAD: Scholarly Activities

The emergence of multidrug-resistant bacterial pathogens, particularly Mycobacterium tuberculosis, highlights the urgent need for new antimicrobial agents. Tuberculosis remains one of the world’s deadliest infectious diseases, claiming over a million lives annually and posing increasing challenges due to the thick, lipid-rich, acid-fast cell wall of Mycobacterium species that renders them naturally resistant to many antibiotics. In this study, a soil sample collected from the Campus of Fort Hays State University yielded a bacterial isolate exhibiting strong antimicrobial activity. Initial screening against Escherichia coli MM294 showed a 10 mm inhibition zone, and subsequent testing identified the isolate as Bacillus pumilus …

Proceedings Of Iasdr2025: Design Next, Chi-Yi Chang, Chien-Hsiung Chen, Yen Hsu

DRS Conference Volumes

This volume is the proceedings of the 11th biennial congress of IASDR, the International Association for Societies of Design Research, hosted in Taipei, Taiwan, 2–5 December 2025.

Facing State-Created Danger In Facial Recognition Technology, Esha Jain

Washington Law Review

When the police wrongfully arrest someone, that person faces distinct harms. Various scholarship, news articles, and studies document that AI-powered facial recognition technology (FRT) disproportionately misidentifies individuals from marginalized racial groups when used irresponsibly. Many of those sources indicate that police reliance on FRT without adequate vetting results in wrongful arrests. Yet law enforcement continues to misuse FRT.

This Comment contends that the 42 U.S.C. § 1983 state-created danger doctrine offers a potential remedy for plaintiffs harmed by police reliance on FRT. To prevail under this doctrine, plaintiffs must prove affirmative conduct, deliberate indifference, and proximate causation. If successful, these …

Widespread Decline In The Abundance Of Sea Cucumber Assemblages In Atolls Of The Protected Rowley Shoals, Northwestern Australia, Inês Leal, Claire L. Ross, Simone Strydom, Richard D. Evans, Thomas H. Holmes, Graham J. Edgar, John K. Keesing

Research outputs 2022 to 2026

The Rowley Shoals, off northwestern Australia, are renowned as a biodiversity hotspot. This remote system comprises three atolls, Clerke, Imperieuse and Mermaid, which in recent years have been increasingly targeted by illegal fishing, a pressure rising across the Indo-Pacific. The objective of this study was to quantify recent changes in sea cucumber assemblages across the Rowley Shoals. We surveyed nine sea cucumber species at monitoring sites in 2018 and 2023 to assess changes in their abundance. Total assemblage densities declined significantly across all atolls and habitats. Documented seizures of illegally harvested holothurians by the Australian Fisheries Management Authority over this …

Neutrophil Gelatinase-Associated Lipocalin And Neutrophil-To-Lymphocyte Ratio As Indicators Of Nephropathy In Type 2 Diabetic Mellitus Patients In Ghana: A Case-Control Study, Allwell Adofo Ayirebi, Wina Ivy Ofori Boadu, Stephen Twumasi, Samuel Kwarteng, Benedict Sackey, Lilian Antwi Boateng, Joseph Boachie, Samuel Essien-Baidoo, Daniel Nii Martey Antonio, John Agyemang Sah, Afua Marfowaa, Mayfair Adwapa Mpiani, Joachim Baba Domosie, Abiba Khalifah, Emmanuel Ekow Korsah, Ebenezer Senu, Eugene Arele Ansah, Joseph Yorke, Enoch Odame Anto

Research outputs 2022 to 2026

Introduction: Serum neutrophil gelatinase-associated lipocalin (sNGAL), a renal tubular marker, and neutrophil-to-lymphocyte ratio (NLR), a hematological inflammatory marker are two biomarkers that have recently received attention, because of their association with kidney disease. This study examined the diagnostic value sNGAL and NLR in type 2 diabetes mellitus (T2DM) patients with nephropathy. Materials and Methods: In this hospital-based case-control research, 97 T2DM participants and 70 healthy subjects were included. Participants' information was documented using a structured questionnaire and patient case records. Venous blood was drawn from each participant and early morning midstream urine samples were collected for blood and urine measurements …

Pleural Metastases From Acral Lentiginous Melanoma Diagnosed By Medical Thoracoscopy, Ad Rian Chong, Khai Lip Ng, Nai-Chien Huan, Nur Husna Mohd Aminudin, Fazilah Hassan, Kasuma Mohamed Nordin

Research outputs 2022 to 2026

Acral lentiginous melanoma (ALM) with pleural metastases is rare and under-recognised. We report an 86-year-old woman with progressive dyspnoea and pleuritic chest pain. 18 months ago, she was diagnosed with stage IIC ALM of the right heel, and was treated with wide local excision, but she declined adjuvant therapy. Imaging demonstrated a large left pleural effusion with diffuse pleural thickening, pulmonary mass, and hepatic metastases. Brownish pleural fluid, along with thoracoscopic identification of multiple pigmented nodules, led to a histologically confirmed diagnosis. Talc pleurodesis was performed for symptom control, and best supportive care was pursued. This case highlights the diagnostic …

Essential Role Of Cd63 In Maintaining Corneal Epithelial Identity In The Human Limbus, Yuzuru Sasamoto, Kosei Suzuki, Shinri Sato, Catherine A.A. Lee, Gabrielle Martin, Bruce R. Ksander, Markus H. Frank, Natasha Y. Frank

Research outputs 2022 to 2026

Purpose: Building on the identification of ABCB5 as a marker of limbal stem cells (LSCs), this study examines CD63, a newly identified molecule co-expressed with ABCB5 in limbal epithelial cells, to define its role in maintaining corneal epithelial cell identity. Methods: RNA sequencing (RNA-seq) was performed on flow cytometry–sorted Abcb5-positive and Abcb5-negative murine corneal epithelial cells. CD63 expression in human corneal tissue was assessed by immunostaining. CD63 was silenced in cultured human limbal epithelial cells using siRNA-mediated knockdown and resulting molecular and cellular changes were analyzed by qRT-PCR, flow cytometry, RNA-seq, Western blotting, and cell proliferation assays. Results: RNA-seq analysis …

Preliminary Evidence Of Blood Dna Methylation Changes In Pregnant Women Adhering To A Mediterranean Diet, Grace Tavelli, Nikki Schultz, Joanna Brisbane, Nina Kresoje, Samantha Lodge, Jeremy K. Nicholson, Nicola J. Armstrong, Desiree Silva, Nina D’Vaz, David Martino

Research outputs 2022 to 2026

Background/Objectives: Consumption of a Mediterranean diet (MD) has been associated with reduced incidence of non-communicable diseases and reduced overall mortality, with epigenomic effects representing plausible mediators. The aim of this pilot study was to explore potential epigenetic associations between DNA methylation markers in blood and adherence to an MD in pregnancy. Methods: Fifty-two pregnant women with high or low adherence to an MD throughout pregnancy, who participated in the BioMood ORIGINS study, were selected using an extremes-of-exposure design. DNA methylation (DNAm) profiles from whole blood were generated using the TWIST human methylome panel. We conducted both genome-wide and candidate gene-based …

Prescribing Tourism: Cultivating Positive Travel Experiences For Individuals With Health Conditions, Fangli Hu, Jun Wen, Sebastian Filep

Research outputs 2022 to 2026

Clinical evidence of tourism's health-related benefits for people with health conditions is notably scarce. Prescribing tourism, wherein medical professionals recommend engaging in tourism activities to enhance overall health and well-being, could offer unique insights into the tourism–health nexus. This paper adopted a conceptual approach, underpinned by a state-of-the-art literature review conducted in accordance with the PRISMA framework to identify knowledge gaps in the existing literature. This paper proposed prescribing tourism as a novel research agenda at the intersection of tourism and health, and further introduced it as a promising approach for people with health conditions, aiming to potentially minimise adverse …

The Emerging Role Of Tertiary Lymphoid Structures As Predictive And Prognostic Biomarkers Of Immunotherapy In Cancer, Lidia B. Medhin, Rodas Amanuel, Lydia Warburton, Leslie Calapre, Benhur Amanuel, Elin S. Gray

Research outputs 2022 to 2026

Background: Immune checkpoint inhibitors (ICIs) have improved outcomes across several cancers, yet many patients do not respond, highlighting the need for robust predictive biomarkers. Tertiary lymphoid structures (TLS), ectopic lymphoid aggregates that support local antigen presentation and adaptive immune activation, have emerged as potential indicators of favourable prognosis and immunotherapy responsiveness. Methods: This review summarises current clinical and translational evidence examining the prognostic and predictive value of TLS in solid malignancies. Studies assessing TLS presence, organisation, and biological function were identified through searches of major scientific databases and evaluated with respect to their association with patient outcomes and responses to …

A Borophosphate Glass Doped With Cobalt Oxide Improves Skeletal Muscle Structure And Function In Myopathic Mice, Jacob A. Kendra, Alexandra G. Naman, Rebekah L. Blatt, Carla D. Zingariello, Richard K. Brow, Steven S. Segal, Aaron B. Morton

Materials Science and Engineering Faculty Research & Creative Works

Skeletal muscle myopathy remains a significant cause of disability with limited treatment strategies. Advancements in tissue engineering have led to the development of borophosphate bioactive glasses (BPBGs) capable of enhancing skeletal muscle structure and function. Using a mouse model of severe myopathy (D2.mdx), we investigated muscle force, regeneration, angiogenesis and inflammation at 14, 70 and 140 days post-treatment (dpt). Tibialis anterior (TA) muscles of D2.mdx mice that received a single injection of cobalt oxide-doped BPBG (CoO-TRIM) particles exhibit greater active force, myofiber size, and regeneration through 70 dpt compared to control D2.mdx mice injected with Saline. Vascular endothelial growth factor …

Sustainable Pathways For Fish Waste Oil Valorization Into Biofuel: Process Synthesis And Case Study, Hany A. Elazab, Radhi H. Alazmi, Abdelrahman El-Bagalaty, Hossam Tammam, Mahmoud El-Sayed, Mohamed Omar, Fathi Shokry, Mamdouh A. Gadalla, Fatma H. Ashour, Thokozani Majozi

Chemical and Biochemical Engineering Faculty Research & Creative Works

Biodiesel is a promising, sustainable alternative to fossil fuels such as petrol and diesel. Currently, biodiesel can be produced from edible plant oils and non-edible sources and wastes. Notably, fish waste oil is a sustainable resource for transesterification reactions to produce biodiesel. This research proposes a general process design methodology to investigate the potential of biodiesel production from fish waste oil as a pathway for waste-to-energy. The methodology integrates Pinch Analysis principles and process simulation to optimize the energy efficiency of a process design. Real data are collected on fish waste from fish industries in Egypt, focusing on three regions …

The Religious Root Of Humanity: Abraham Kuyper's Concept Of The Heart, Steve Bishop

Pro Rege

No abstract provided.

Tempest-Tossed: 50 Years Later, Carl P. Fictorie

Pro Rege

No abstract provided.

Unpacking Drivers Of Heterotrophic N2 Fixation Across Aquatic Redox Gradients: A Mathematical Model With Bioenergetic And Stoichiometric Constraints, Corday R. Selden, Rebecca A. Everett, Halvor M. Halvorson, Megan Berberich, Luca Schenone, Angela Peace, Renn Schipper, Edwin Cruz-Rivera, James Powell, Keisuke Inomura, Robinson W. Fulweiler, Amy Marcarelli, J. Thad Scott

Michigan Tech Publications

N2 fixation by aquatic organoheterotrophs supplies bioavailable nitrogen to the biosphere and thereby supports ecosystem production; yet the factors which drive this activity are poorly understood. Here, we present a generalized chemostat model to investigate stoichiometric and energetic constraints on free-living heterotrophic diazotrophs across gradients in redox state, resource quantity/quality, and resource stoichiometry. The model couples nutrient uptake and allocation functions to predict elemental fluxes with an energy dissipation model to calculate growth efficiency. After constraining model parameters with relevant culturing (e.g., Azotobacter) and environmental literature, we assessed model sensitivity to these parameters using Latin Hypercube Sampling and the statistical …

Assessment Of Aluminum-Based Drinking Water Treatment Residuals From Multiple Utilities In The United States As Green Sorbents For Pfas, Parisa Javidan, Roxana Rahmati, Zhiming Zhang, Anshuman Satpathy, Steven Larson, Rupali Datta, Dibyendu Sarkar

Michigan Tech Publications

Per- and polyfluoroalkyl substances (PFAS) are persistent environmental contaminants causing human health concerns. In this study, five aluminum-based drinking water treatment residuals (Al-WTRs) were evaluated as green adsorbents for the removal of perfluorooctanoic acid (PFOA) and perfluorooctanesulfonic acid (PFOS) from water. Al-WTRs are nonhazardous solid wastes generated during the coagulation process of water treatment using aluminum salts or polymers. Although high PFAS adsorption capacity of Al-WTRs generated in one facility in the US has been reported, no study exists assessing PFAS adsorption capabilities of WTRs generated in multiple facilities using various types of aluminum coagulants. Batch adsorption experiments of PFOA …

Anaemic Streams: Iron And Essential Trace Metals Frequently Limit Primary Producer Biomass, David M. Costello, Olufemi J. Akinnifesi, Renn C. Schipper, Paisley Kostick, Jordyn T. Stoll, Scott D. Tiegs, Amy Marcarelli, Sally A. Entrekin, Raven L. Bier, Krista A. Capps, Dean E. Fletcher

Michigan Tech Publications

Metals are essential for microbial metabolism, yet their role as limiting nutrients in freshwater streams remains poorly understood. We quantified the prevalence of metal and nutrient (co-)limitation of primary producers in 41 streams. Metal limitation was widespread with Fe limitation eliciting the strongest and most consistent biomass responses (50% of streams). Zn limitation was also common (33% of streams), marking the first evidence of Zn-limited stream biofilms at this spatial scale. Metals were often co-limiting with N and P, highlighting interactions between macro- and micronutrients. Diatoms were more responsive to Zn and cyanobacteria reached higher biomass with N and P …

Issue 17: Pulmonary & Critical Care Insider, Bharat Bajantri Md, Sarah Ellsworth Mls, Stephanie Subart Pharmd

Critical Care & Pulmonary

Pulmonary & Critical Care Insider Issue 17

Compiled by Bharat Bajantri, MD, and librarian Sarah Ellsworth, MLS for the clinicians of the Pulmonary and Critical Care team of Parkview.

The Pulmonary & Critical Care Insider newsletter was created by Dr. Bharat Bajantri, MD and Sarah Ellsworth, MLS in 2023 as a form of current awareness for current practice at our hospital, Parkview Health.

Topics: 

• Management of Uncomplicated Gram-Negative Bacteremia
• Complicated Urinary Tract Infection Guidelines Update
• Ketamine vs Etomidate for RSI
• STORM-PE 
• Lung Ultrasound–Guided Weaning
•  D-Dimer for Pulmonary Embolism
• Extubation Failure
•  A Multimodal, physiology-Driven approach to pleural effusions
• Dexmedetomidine for Hyperactive …

Beneath The Northern Sky: A Family’S Story Of Faith, Work, And Loss In 19th Century East Friesland. A Generational Narrative For Descendants Of East Frisian Immigrants., Derek M. Heeren

Genealogy Resources

Beneath the Northern Sky traces the quiet endurance of one East Frisian family as they live, labor, and worship along the lowlands of northwest Germany in the early nineteenth century. At the center of the story stands Wessel Heeren, a farmer and shipmaster whose days move between the ledgers of the farm, the rhythms of the Gulfhaus, and the waterways that connect his village to the wider world for trade. Alongside his wife Foske and their growing family, Wessel navigates a life defined by faithful attention to land, to kin, to church, and to a tradition of self-governance known …

On Signifiable Computability: Part Iii: A Note On Unnameable Functions On Natural Numbers, Vladimir A. Kulyukin

Computer Science Faculty and Staff Publications

A writing system 𝔚 on an alphabet 𝒜 is a tuple (ℜ,𝔐), where ℜ is a finite set of text formation rules and 𝔐 is a finite rule application mechanism that generates texts on 𝒜. A natural writing system forms natural language texts on an alphabet such as Sanskrit on Devanagari. An artificial writing system generates formal language texts on an alphabet such as Lisp on Unicode. Let ℕ ={0,1,2,…} be the set of natural numbers. A function on natural numbers 𝑓 :ℕ^𝑘 ↦ ℕ, 0 < 𝑘 ∈ ℕ, is nameable by a writing system on an alphabet if, and only if, the system can generate a text on the alphabet that names f and no other function. We show that there exist functions on natural numbers unnameable in principle in that they cannot be named by any writing system on any alphabet. Our results imply the following computability-theoretic hierarchy of functions on natural numbers: computable ⊊ partially computable ⊊ nameable ⊊ 𝔉, where 𝔉 is the set of functions on ℕ.