Uptake Of B12 Research Articles

Cellular uptake of vitamin B12: Role and fate of TCblR/CD320, the transcobalamin receptor

Cellular uptake of vitamin B12 (cobalamin, Cbl) is mediated by a cell surface receptor (TCblR/CD320) that binds transcobalamin (TC) saturated with Cbl. TC is secreted by the vascular endothelium, has a relatively short half-life, binds Cbl with high affinity and presents the vitamin to the receptor for cellular uptake. Here we show binding and internalization of the TC-Cbl complex along with its’ receptor (TCblR) in several human cell lines. The expression of TCblR is linked to the cell cycle with highest expression in actively proliferating cells. Upon binding TC-Cbl, the receptors appear to segregate on the plasma membrane and are internalized over the course of 30–60 min. Subsequently, the receptors appear to be destroyed along with the TC, which results in the release of free Cbl in the lysosome. The appearance of TCblR on the cell surface is limited to newly synthesized protein without contribution from recycling of the receptor. Therefore, Cbl uptake into cells is fully dependent on the expression of newly synthesized TCblR that is up-regulated in actively proliferating cells. The cell cycle-associated up-regulation of TCblR in cancers provides a route for targeted drug delivery.

Vitamin B12 Regulates Glial Migration and Synapse Formation through Isoform-Specific Control of PTP-3/LAR PRTP Expression

SUMMARYVitamin B12 is known to play critical roles during the development and aging of the brain, and vitamin B12 deficiency has been linked to neurodevelopmental and degenerative disorders. However, the underlying molecular mechanisms of how vitamin B12 affects the development and maintenance of the nervous system are still unclear. Here, we report that vitamin B12 can regulate glial migration and synapse formation through control of isoform-specific expression of PTP-3/LAR PRTP (leukocyte-common antigen-related receptor-type tyrosine-protein phosphatase). We found the uptake of diet-supplied vitamin B12 in the intestine to be critical for the expression of a long isoform of PTP-3 (PTP-3A) in neuronal and glial cells. The expression of PTP-3A cell autonomously regulates glial migration and synapse formation through interaction with an extracellular matrix protein NID-1/nidogen 1. Together, our findings demonstrate that isoform-specific regulation of PTP-3/ LAR PRTP expression is a key molecular mechanism that mediates vitamin-B12-dependent neuronal and glial development.

Behavior of alginate–gelatin blended gel with embedded macrovoids: Stress‐induced changes and the solute release characteristics

AbstractBlending of gelatin to alginate promote cell–material interaction. However, the changes in diffusive and mechanical properties need to be ascertained. This study shows that the presence of two superposed polymer networks, where gelatin is not additionally crosslinked resulted in higher uptake and slower release of vitamin B12. In the presence of gelatin, the stress is found higher for the same level of compressive deformation, and the permeability of the pore fluid during expulsion under compressive stress is found significantly lower. Also, a large residual strain at the end of each cycle in case of cyclic compression is observed, when gelatin is present. A microfluidic device is used to introduce voids uniformly across the blended gel with an objective to increase compressibility, permeability (for faster equilibration of pore pressure), and uptake of bioactive species. The results showing lower permeability and higher uptake in the presence of gelatin are discussed.

A TonB-dependent receptor constitutes the\xa0outer membrane transport system for a lignin-derived aromatic compound

TonB-dependent receptors (TBDRs) mediate substrate-specific transport across the outer membrane, utilizing energy derived from the proton motive force transmitted from the TonB−ExbB−ExbD complex located in the inner membrane (TonB system). Although a number of TonB systems involved in the uptake of siderophores, vitamin B12 and saccharides have been identified, their involvement in the uptake and catabolism of aromatic compounds was previously unknown. Here, we show that the outer membrane transport of a biphenyl compound derived from lignin is mediated by the TonB system in a Gram-negative bacterium capable of degrading lignin-derived aromatic compounds, Sphingobium sp. strain SYK-6. Furthermore, we found that overexpression of the corresponding TBDR gene enhanced the uptake of this biphenyl compound, contributing to the improved rate of platform chemical production. Our results will provide an important basis for establishing engineered strains optimized for use in lignin valorisation.

Addition of Shewanella oneidensis MR-1 to the Dehalococcoides-containing culture enhances the trichloroethene dechlorination

Dehalococcoides is able to completely dehalogenate tetrachloroethene (PCE) and trichloroethene (TCE) to ethene (ETH). However, the dechlorination efficiency of Dehalococcoides is low and result in the accumulation of toxic intermediates. In this study, Shewanella oneidensis MR-1 (S. oneidensis MR-1) was added to the Dehalococcoides-containing culture and the complete TCE to ETH dechlorination was shortened from 24 days to 16 days. Dehalococcoides-targeted 16S rRNA gene and two model reductive dehalogenase (RDase) genes (tceA and vcrA), responsible for dechlorinating TCE to vinyl chloride (VC) and VC to ETH respectively, were characterized. Results showed that S. oneidensis MR-1 has no effect on the cell growth while the RDase genes expression was up-regulated and the RDase activity of Dehalococcoides was elevated. The mRNA abundance of vcrA increased approximately tenfold along with the increased concentration of vitamin B12 (cyanocobalamin). Interestingly, the addition of S. oneidensis MR-1 increased the concentration of vitamin B12 by affecting the microbial community structure. Therefore, the addition of S. oneidensis MR-1 might have a positive effect on regulating the activity of RDase of functional microorganisms and uptake of vitamin B12, and further provided a practical vision of chloroethene dechlorination by the Dehalococcoides–containing culture.

Hypervitaminosis B12 - a new marker and predictor of prognostically unfavorable diseases

A high serum vitamin B12 level (hypercobalaminemia) is a underestimated anomaly. Clinically, it can be paradoxically accompanied by signs of deficiency, which are related to defects in tissue uptake of vitamin B12. The increase in the level of serum cobalamin occurs mainly in serious diseases that require early diagnosis: hemoblastosis, liver and kidney diseases, etc. This review presents data on the metabolism of vitamin B12 and the potential significance of increasing its level as a marker for the early diagnosis of these diseases.

Indole Reverses Intrinsic Antibiotic Resistance by Activating a Novel Dual-Function Importer.

Bacterial antibiotic resistance modulation by small signaling molecules is an emerging mechanism that has been increasingly reported in recent years. Several studies indicate that indole, an interkingdom signaling molecule, increases bacterial antibiotic resistance. However, the mechanism through which indole reduces antibiotic resistance is largely unknown. In this study, we demonstrated a novel mechanism for indole-mediated reversal of intrinsic antibiotic resistance in Lysobacter This reversal was facilitated by a novel BtuD-associated dual-function importer that can transfer both vitamin B12 and antibiotics. Indole stimulated btuD overexpression and promoted efficient absorption of extracellular vitamin B12; meanwhile, the weak selectivity of the importer caused cells to take up excessive doses of antibiotics that resulted in cell death. Consistently, btuD deletion and G48Y/K49D substitution led to marked reductions in the uptake of both antibiotics and vitamin B12 This novel mechanism is common across multiple bacterial species, among which the Q-loop amino acid of BtuD proteins is Glu (E) instead of Gln (Q). Interestingly, the antibiotic resistance of Lysobacter spp. can be restored by another small quorum sensing signaling factor, 13-methyltetradecanoic acid, designated LeDSF, in response to bacterial population density. This work highlights the mechanisms underlying dynamic regulation of bacterial antibiotic resistance by small signaling molecules and suggests that the effectiveness of traditional antibiotics could be increased by coupling them with appropriate signaling molecules.IMPORTANCE Recently, signaling molecules were found to play a role in mediating antibiotic resistance. In this study, we demonstrated that indole reversed the intrinsic antibiotic resistance (IRAR) of multiple bacterial species by promoting the expression of a novel dual-function importer. In addition, population-dependent behavior induced by 13-methyltetradecanoic acid, a quorum sensing signal molecule designated LeDSF, was involved in the IRAR process. This study highlights the dynamic regulation of bacterial antibiotic resistance by small signaling molecules and provides direction for new therapeutic strategies using traditional antibiotics in combination with signaling molecules.

Cardiac manifestations of inherited metabolic disease linked to cellular vitamin B12 (cobalamin) uptake: Study in murine model of invalidation of Mtr gene in the heart

Heart failure is one of the most common cause of death in Western societies. Deficiency in folates and vitamin B12 during gestation and lactation causes foetal programming effect with metabolic cardiomyopathy related to decreased synthesis of methionine by methionine synthase encoded by MTR Gene. Methionine is the precursor for S-adenosyl methionine (SAM) the universal methyl donor. Mutations in MTR gene causes cardiac decompensation in new-borns by unknown mechanisms. To investigate cardiac metabolic and functional consequences of inhibition of methionine synthesis in conditional knock out of Mtr gene in the heart of C57BL/6 mice. Systolic Blood Pressure in conscious mice was measured using tail-cuff plethysmography. Left ventricular (LV) functions were assessed by Mini-PET and Echocardiography. Transcriptomics analysis was achieved by RNA deep sequencing and proteomic study by LC-MS/MS. Systolic hypertension, decreased LV ejection fraction, increased LV mass and heart/body weight ratio were observed in Mtr KO compared to control. RT-qPCR confirmed upregulated expression of natriuretic peptides (ANP and BNP) and decreased alpha MHC/beta MHC ratio in Mtr KO. Biochemical studies revealed decreased SAM/SAH ratio, elevated plasma acylcarnitine and cardiac fibrosis in Mtr KO. The whole heart transcriptome consisted of 16540 expressed genes which were clustered by K-means into three signatures, these signatures were correlated to proteomic results. Dysregulated genes and proteins in Mtr KO were implicated in cardiac contraction, cell growth and energy metabolism. Our results suggest that silencing of Methionine synthase in the heart induces hypertension, hypertrophic cardiomyopathy with LV systolic dysfunction. The related mechanisms were dysregulation of energy metabolism and fibrosis. This data provides a novel insight on physiopathological mechanisms of cardiomyopathies of inherited disorders of cobalamin metabolism.

Cardiac manifestations of inherited metabolic disease linked to cellular vitamin B12 uptake: Study in murine model of invalidation of Mtr gene in the heart

Heart failure is one of the most common causes of death in the Western societies and its incidence is increasing in the non developing countries. Deficiency in methyl donors (folates and vitamin B12) during gestation and lactation causes a foetal programming effect with cardiomyopathy related to decreased synthesis of methionine by methionine synthase (MTR). Methionine is the precursor for S-adenosyl methionine (SAM) the universal methyl donor for epigenomic regulations. Mutation in MTR gene causes cardiac decompensation in the new-borns by unknown mechanisms. The objective of our study is to investigate the metabolic and functional consequences of long-term inhibition of synthesis of methionine and SAM in mice model of conditional knock out of Mtr gene in the heart (MTR KO). Deletion of the Mtr gene in C57BL/6 mice was achieved by Cre/Lox system. Systolic Blood Pressure (SBP) in conscious mice was measured by tail-cuff system. left-ventricular (LV) function, cardiac morphology and tissue perfusion were assessed by MiniPET and Echocardiography. RT-qPCR was used for gene expression analysis while proteomic study on total heart proteins was achieved by LC-MS/MS. Systolic hypertension, a significant decrease in LV ejection fraction percentage and increase in LV mass was observed in MTR KO mice as compared to the control. Moreover, RT-qPCR confirmed an upregulated expression of the hallmarks of heart failure: natriuretic peptides (ANP and BNP) in MTR KO mice. Metabolic and biochemical studies in heart tissue showed significant decrease in SAM/SAH, cardiac fibrosis, elevated plasma acyl carnitine levels and different mitochondrial protein expression in MTR KO mice. Our results suggest that methionine synthase dysfunction induces hypertension, cardiac hypertrophy, fibrosis, ventricular dysfunction and dysregulated energy metabolism in the heart.

Structural assembly of the megadalton-sized receptor for intestinal vitamin B12 uptake and kidney protein reabsorption

The endocytic receptor cubam formed by the 460-kDa protein cubilin and the 45-kDa transmembrane protein amnionless (AMN), is essential for intestinal vitamin B12 (B12) uptake and for protein (e.g. albumin) reabsorption from the kidney filtrate. Loss of function of any of the two components ultimately leads to serious B12 deficiency and urinary protein loss in humans (Imerslund-Gräsbeck’s syndrome, IGS). Here, we present the crystal structure of AMN in complex with the amino-terminal region of cubilin, revealing a sophisticated assembly of three cubilin subunits combining into a single intertwined β-helix domain that docks to a corresponding three-faced β-helix domain in AMN. This β-helix-β-helix association thereby anchors three ligand-binding cubilin subunits to the transmembrane AMN. Electron microscopy of full-length cubam reveals a 700–800 Å long tree-like structure with the potential of dimerization into an even larger complex. Furthermore, effects of known human mutations causing IGS are explained by the structural information.

B12 Receptors and transporters regulate the uptake and storage of vitamin B12 in hepatocytes

Searchable abstracts of presentations at key conferences in endocrinology ISSN 1470-3947 (print) | ISSN 1479-6848 (online)

New molecular aspects in the mechanism of oromaxillofacial cleft prevention by B-vitamins

Clinical and experimental studies show a clear positive effect of B-vitamins in the prevention of oromaxillofacial clefts, especially cleft lip and palate (CL/P). Hereby the local effect of thiamin (B1) in the amniotic fluid is very important for the embryonic facial development as seen in palatal organ models stimulated by topical B-vitamin application (Scheller et al., 2013a). Moreover a low B1 concentration in the serum and amniotic fluid was found in pregnant mice with clefts in their offspring (Scheller et al., 2013b). Immunochemical analyses of midface sections (ThTr-1 transporter) and the placenta (ThTr-2 transporter) of cleft fetuses with orofacial clefts showed an atypical cytoplasmatic localization (Scheller et al., 2017). mRNA nalyses of different B-vitamin transporters (B1, B2, B5, B7, B9) were performed and showed ThTr2 transporter in a short splice variant in all cleft fetuses. This splice variant may cause a functional loss of the transport capacity through the placenta barrier and result in a low amniotic fluid concentration of vitamin B1. All other analyzed transport proteins showed no functional change. These findings confirm the hypothesis that cleft prevention by high vitamin B1 substitution fails in genetically determined cleft mice, caused by an insufficient B1 uptake and missing local effect.

Correlation of Vitamin D3 (Calcitriol) Serum Concentrations with Vitamin B12 and Folic Acid in Women Undergoing in vitro Fertilisation/Intracytoplasmatic Sperm Injection

Background: The important role of vitamin D3 in human health is well recognized. In this study, we measured serum concentrations of vitamin D3, vitamin B12 and B9 (folic acid) in 410 women undergoing in vitro fertilisation (IVF)/intracytoplasmatic sperm injection (ICSI) with dedicated focus on 3-month changes in consideration of patients’ BMI. Methods: Patients were of European origin and did not take any supplementation of D3. In preparing for pregnancy, patients took ≥4 weeks 400 µg folic acid combined with 9 µg vitamin B12 and 150 µg iodide as recommended. Results: We found a significant 3-month quartile change of D3 serum concentrations (p < 0.0001) with maximum levels in autumn and lowest in spring. D3 correlated significantly with B12 (p = 0.035, ρ = 0.102) and folic acid (p < 0.0001, ρ = 0.191). BMIs however showed a negative correlation with B12 (p = 0.031, ρ = –0.105) and folic acid (p = 0.012, ρ = –0.125). Conclusions: Our results suggest a model in which the sun exposure during summer months enables storage of D3 followed by a slow release as a major factor to maintain D3 levels throughout the year. Finally, our data indicate that B12 and folic acid uptake might be influenced by vitamin D receptor and D3, where D3 and the BMI appear to have an indirect relationship – via B12 and folic acid.

Cysteine-mediated decyanation of vitamin B12 by the predicted membrane transporter BtuM

Uptake of vitamin B12 is essential for many prokaryotes, but in most cases the membrane proteins involved are yet to be identified. We present the biochemical characterization and high-resolution crystal structure of BtuM, a predicted bacterial vitamin B12 uptake system. BtuM binds vitamin B12 in its base-off conformation, with a cysteine residue as axial ligand of the corrin cobalt ion. Spectroscopic analysis indicates that the unusual thiolate coordination allows for decyanation of vitamin B12. Chemical modification of the substrate is a property other characterized vitamin B12-transport proteins do not exhibit.

Identification of vitamin B12 deficiency in vegetarian Indians.

The prevalence of a sub-clinical vitamin B12 deficiency in the vegetarians is high. Total serum vitamin B12 concentration alone does not reliably reflect vitamin B12 status. Holotranscobalamin (holo-TC) II is a bioactive B12 fraction promoting specific uptake of B12 by cells and the circulating concentration reflects the intake of B12, whereas total homocysteine (tHcy) indicates the metabolic ability. In this study, we investigated the diagnostic value of circulating holo-TC, B12, folate and homocysteine in vegetarians who were at risk of B12 deficiency. B12-related biomarkers were measured in 119 young, healthy graduate vegetarians. None was folate deficient. As per reported definition, half were B12 deficient; 70 % of males and 50 % of females had low plasma holo-TC concentrations; and 92 % of males and half of females had hyperhomocysteinaemia. None had any clinical signs of B12 deficiency. Receiver operating characteristic curve analysis demonstrated similar AUC at the B12 concentration of 100 and 150 pmol/l when holo-TC (0·777 and 0·784) and homocysteine (0·924 and 0·928) were used as variables. Cut-off value of 100 pmol/l resulted in the highest sensitivity of 77·78 % and specificity of 71·05 % with a predictive value of 19·6 pmol/l for holo-TC and a sensitivity of 82·72 % and specificity of 89·7 % with a predictive value of 21·7 µmol/l for homocysteine. The combination of B12, holo-TC and tHcy improves the diagnostic accuracy at these cut-offs, and we suggest that for the young Indian vegetarians the cut-off for plasma B12 and holotrancobalamin is 100 pmol/l and 19·6 pmol/l, respectively, and for homocysteine it is 17·6 (females) and 27 µmol/l (males) for identifying B12 deficiency.

Early changes in vitamin B12 uptake and biomarker status following Roux-en-Y gastric bypass and sleeve gastrectomy

Bariatric surgery increases the risk of micronutrient deficiencies, including vitamin B12 (B12) deficiency. We analysed early changes in biomarkers of B12 status following bariatric surgery. We prospectively included adult patients (n=27) referred for either Roux-en-Y Gastric Bypass (RYGB) (n=19) or Sleeve Gastrectomy (SG) (n=8). Blood samples were drawn before surgery and 2 and 6 months following surgery for measurement of B12, holotranscobalamin (holoTC), and methylmalonic acid (MMA). The B12 absorption capacity was estimated from the increase in plasma holoTC two days after a standardised oral B12 challenge. B12 status decreased following both RYBG and SG. While a decrease in plasma B12 was not evident until 6 months postoperatively, we observed a statistically significant decrease in plasma holoTC and increase in MMA already 2 months postoperatively. These changes were more pronounced at 6 months post surgery. Correspondingly, the B12 absorption capacity was decreased following surgery. HoloTC and MMA were superior to B12 to detect early changes in B12 status following bariatric surgery. Our data challenge the current concept that liver B12 stores secure long-term maintenance of B12 status. They indicate that B12 treatment in pharmacological doses may be warranted immediately after surgery.

Novel protein-lipid composite nanoparticles with an inner aqueous compartment as delivery systems of hydrophilic nutraceutical compounds.

Food protein and lipid based nanoparticles have attracted recent interest as a means of delivering nutraceuticals. Nanoparticle encapsulation of nutraceuticals faces challenges to overcome for it to be readily applied in the food industry, such as low encapsulation efficiency for hydrophilic compounds and poor stability once in the gastrointestinal tract. This research introduces a new protein-lipid composite nanoparticle with a three-layered structure (a barley protein layer, α-tocopherol layer and phospholipid layer) and an inner aqueous compartment to load hydrophilic nutraceuticals. This delivery system showed efficient encapsulation of vitamin B12 (69%) and controlled release behavior in simulated gastrointestinal media. An in vitro cell evaluation demonstrated that nanoparticles could internalize into Caco-2 cells via energy-dependent endocytosis and significantly increase the uptake and transport efficiency of vitamin B12 in this model. In vivo, the developed vitamin B12 loaded nanoparticle showed increased serum vitamin B12 levels upon oral administration and reduced the methylmalonic acid level more efficiently than the free form in rats. A 14-day in vivo toxicity study showed no evidence of toxicity in rats implying the safety of the developed nanoparticles in long term use. Overall, the results of this study show the great potential of the developed nanoparticles in increasing the absorption of vitamin B12 upon oral administration.

Association of combined GIF290T>C heterozygous mutation/FUT2 secretor variant with neural tube defects.

Folate and vitamin B12 are needed for the proper embryo-fetal development possibly through their interacting role in the 1-carbon metabolism. Folate fortification reduces the prevalence of complex birth defects, and more specifically neural tube defects (NTDs). GIF and FUT2 are 2 genes associated with the uptake and blood level of vitamin B12. We evaluated GIF and FUT2 as predictors of severe birth defects, in 183 aborted fetuses compared with 375 healthy newborns. The GIF290C allele frequency was estimated to 0.4% in healthy newborns and to 8.1% in NTD fetuses (odds ratio 17.8 [95% confidence interval CI: 4.0-77.6]). The frequency of FUT2 rs601338 secretor variant was not different among groups. The GIF 290C heterozygous/FUT2 rs601338 secretor variant combined genotype was reported in 6 of the 37 NTD fetuses, but not in other fetuses and healthy newborns (P < .0001). This GIF/FUT2 combined genotype has been previously reported in children with congenital gastric intrinsic factor (GIF) deficiency, with respective consequences on B12 binding activity and GIF secretion. In conclusion, a genotype reported in congenital GIF deficiency produces also severe forms of NTD. This suggests that vitamin B12 delivery to neural tissue by the CUBN/GIF pathway could play a role in the neural tube closure mechanisms.

Vitamin B12 deficiency and impaired expression of amnionless during aging.

BackgroundPhysical frailty and loss of mobility in elderly individuals lead to reduced independence, quality of life, and increased mortality. Vitamin B12 deficiency has been linked to several age‐related chronic diseases, including in the musculo‐skeletal system, where vitamin B12 deficiency is generally believed to be linked to poor nutritional intake. In the present study, we asked whether aging and frailty associate with altered vitamin B12 homeostasis in humans and investigated the underlying molecular mechanisms using preclinical models.MethodsWe analysed a subset of the Singapore Longitudinal Aging Study and stratified 238 participants based on age and Fried frailty criteria. Levels of methyl‐malonic acid (MMA), a marker for vitamin B12 deficiency, and amnionless, the vitamin B12 co‐receptor that anchors the vitamin B12 transport complex to the membrane of epithelial cells, were measured in plasma. In addition, vitamin B12 levels and the molecular mechanisms of vitamin B12 uptake and excretion were analysed in ileum, kidney, liver, and blood using a rat model of natural aging where nutritional intake is fully controlled.ResultsWe demonstrate that aging and frailty are associated with a higher prevalence of functional vitamin B12 deficiency that can be detected by increased levels of MMA in blood (ρ = 0.25; P = 0.00013). The decline in circulating vitamin B12 levels is recapitulated in a rat model of natural aging where food composition and intake are stable. At the molecular level, these perturbations involve altered expression of amnionless in the ileum and kidney. Interestingly, we demonstrate that amnionless can be detected in serum where its levels increase during aging in both rodents and human (P = 3.3e‐07 and 9.2e‐07, respectively). Blood amnionless levels negatively correlate with vitamin B12 in rats (r2 = 0.305; P = 0.0042) and positively correlate with the vitamin B12 deficiency marker MMA in humans (ρ = 0.22; P = 0.00068).ConclusionsOur results demonstrate that aging and frailty cause intrinsic vitamin B12 deficiencies, which can occur independently of nutritional intake. Mechanistically, vitamin B12 deficiency involves the physio‐pathological decline of both the intestinal uptake and the renal reabsorption system for vitamin B12. Finally, amnionless is a novel biomarker which can detect perturbed vitamin B12 bioavailability during aging and physical frailty.

Receptor uptake arrays for vitamin B12, siderophores, and glycans shape bacterial communities.

Molecular variants of vitamin B12, siderophores, and glycans occur. To take up variant forms, bacteria may express an array of receptors. The gut microbe Bacteroides thetaiotaomicron has three different receptors to take up variants of vitamin B12 and 88 receptors to take up various glycans. The design of receptor arrays reflects key processes that shape cellular evolution. Competition may focus each species on a subset of the available nutrient diversity. Some gut bacteria can take up only a narrow range of carbohydrates, whereas species such as B. thetaiotaomicron can digest many different complex glycans. Comparison of different nutrients, habitats, and genomes provides opportunity to test hypotheses about the breadth of receptor arrays. Another important process concerns fluctuations in nutrient availability. Such fluctuations enhance the value of cellular sensors, which gain information about environmental availability and adjust receptor deployment. Bacteria often adjust receptor expression in response to fluctuations of particular carbohydrate food sources. Some species may adjust expression of uptake receptors for specific siderophores. How do cells use sensor information to control the response to fluctuations? This question about regulatory wiring relates to problems that arise in control theory and artificial intelligence. Control theory clarifies how to analyze environmental fluctuations in relation to the design of sensors and response systems. Recent advances in deep learning studies of artificial intelligence focus on the architecture of regulatory wiring and the ways in which complex control networks represent and classify environmental states. I emphasize the similar design problems that arise in cellular evolution, control theory, and artificial intelligence. I connect those broad conceptual aspects to many testable hypotheses for bacterial uptake of vitamin B12, siderophores, and glycans.