Graphene is a new type of carbon material with a flexible, two-dimensional structure. Due to the excellent stability of its lattice structure and its mechanical flexibility, graphene-based materials can be applied in flexible humidity sensors. At present, the application of graphene-based flexible humidity sensors in the fields of medical care and environmental monitoring is attracting widespread attention. In this review, the basic properties of graphene oxide (GO) and reduced graphene oxide (rGO) as moisture-sensitive materials and methods for their preparation were introduced. Moreover, three methods for improving the performance of moisture-sensitive materials were discussed. The working principle of different types of graphene-based humidity sensors were introduced. The progress in the research on graphene-based flexible humidity sensors in four respects: Human respiration, skin moisture, human sweat, and environmental humidity were discussed. Finally, the future research, following the development trends and challenges, to develop the potential of integrated, graphene-based flexible humidity sensors were discussed. Flexible electronic sensors are sensors made of flexible materials that can be stretched, bent, and even folded . AccordiThe selection of flexible moisture-sensitive materials is the key to preparing flexible humidity sensors. In recent years, graphene has attracted a great deal of attention for various sensing applications. The excellent electrical and mechanical properties of graphene have made it a widely used material in lithium-ion batteries, supercapacitors, electronic products, and optical devices ,6,7,8,9.In the 1990s, researchers began to use stretchable materials with a certain degree of flexibility to prepare electronic sensors, and related research has developed significantly in recent years. In 2004, single-layer graphene was isolated for the first time. The first graphene-based gas sensor detected a single water molecule in 2007. Since that time, a number of graphene-based humidity sensors have been prepared by researchers. Capacitive and quartz crystal microbalance (QCM) humidity sensors based on a GO film coating appeared in 2011. Over the next few years, flexible humidity sensors based on graphene appeared. With the development of materials science, researchers have begun to explore humidity-sensitive materials with higher sensitivity, and have attempted to use different sensing mechanisms to prepare better-quality humidity sensors. In 2016, a multi-functional all-graphene flexible sensor capable of detecting pressure, temperature, and humidity appeared. In recent years, in order to further develop flexible devices, researchers have conferred a number of innovative functions on sensor systems, including self-powering and self-repairing functions. This was a brief timeline of the development of graphene-based flexible humidity sensors ,22.In this paper, we review materials and methods for the preparation of graphene-based flexible humidity sensors, and report methods for improving sensor performance. Then, according to the different sensing mechanisms, we summarize progress in the research on graphene-based flexible humidity sensors in terms of capacitance, resistance, and other mechanisms, and discuss their application and prospects in the fields of human respiration, skin moisture, human sweat, and environmental humidity.The core material of a humidity sensor is its humidity-sensitive material. When the humidity-sensitive material interacts with humidity , it can change the quality, thickness, and optical, mechanical, and electrochemical characteristics of the humidity-sensitive material, thereby changing the impedance between the detection electrodes. So, information about humidity can be obtained by detecting the impedance output signal.GO is a derivative of graphene. Its structure maintains the hexagonal shape of graphene. After the oxidation process, a large number of polar oxygen-containing groups, such as hydroxyl, epoxy, and carbonyl groups, will be introduced onto the graphene layer. So, it can absorb a large number of water molecules and, with an increase in humidity, it will agglomerate into a water molecular film using the interaction between water molecules and GO materials. Due to the principle and the change in structure after the action, GO is an outstanding humidity-sensitive material that is used in humidity sensors ,25,26,27GO, as a humidity-sensitive material, has many excellent properties. In terms of composition and structure, GO has good hydrophilicity due to the presence of oxygen-containing functional groups. Medheker put forward a theoretical analysis of the hydrophilicity of GO . When thMoreover, the irregular oxygen-containing region of the intermediate structure of the GO sheet, that is, the six-membered ring skeleton of carbon atoms, has hydrophobic properties, so the GO can also be dispersed in a large number of organic solvents, which demonstrates its amphiphilicity. By means of a comparison of the dispersion of GO after ultrasonic treatment and after 3 weeks of standing, GO was shown to be able to be stably dispersed in water, acetone, ethanol, ethylene glycol, and other organic solvents, which is helpful for further processing and obtaining stable GO . Obtaini3O+). Through the Grotthuss chain reaction (H2O + H3O+ → H3O+ + H2O), proton transfer and charge transfer take place in the GO, thus reducing the resistance of the GO membrane. Additionally, there is another sensing mechanism that produces the opposite result and is worthy of discussion. When GO interacts with water molecules, GO materials can act as electron donors and exhibit p-type semiconductor properties. As the electron density increases, the number of holes in the sensing material itself decreases, so that the resistance of the sensing layer increases. In addition, when the humidity is high, the resistance of the sensitive layer increases significantly. This effect may be caused by the increase in molecular distance due to expansion and the subsequent decrease in penetration pathways [In terms of electrical properties, GO will change the dielectric constant after adsorbing water molecules. A mechanism analysis of the influence of GO on the dielectric constant of water molecules was performed by Bi’s group . Under apathways ,33,34. Mpathways . By drawIn terms of mechanical properties, due to the presence of oxygen-containing functional groups, the adsorption of water molecules from the environment will affect a GO membrane’s mechanical properties. With the increase of humidity, the elastic modulus and tensile strength of the GO membrane decrease. However, increasing the number of oxygen-containing functional groups will increase the number of hydrogen bonds, which are directly connected to the adjacent GO sheets. This will improve the elastic modulus and toughness of GO-based humidity-sensitive films, which is conducive to their application to flexible substrates ,28,36,37GO can be partially reduced by the controlled removal of oxygen-containing groups. The product of the reduction is rGO. Compared with GO, it has higher electrical conductivity . The str4 to deoxidize graphite powder, which greatly improves the experimental safety. Moreover, rGO can be more easily and quickly prepared using Hummers’ method. In addition, this preparation method has the advantages of rapidness, simplicity, and a low preparation cost, which make industrial production easier to realize [At present, there are three methods for preparing GO: Hummers’ method, the Staudenmaier method, and Brodie’s method. The most commonly used preparation method is Hummers’ method ,39,40. T realize ,41,42. N realize ,44.The performance of rGO is related to the process for the reduction of GO, which can be reduced by many methods, such as thermal reduction, chemical reduction, and light reduction. Controlled removal of oxygen-containing functional groups on the surface of GO can change the properties and structure of the material. The thermal reduction method uses the instability of oxygen-containing functional groups on the surface of GO and can remove and form hole defects in the material through thermal annealing reduction .The chemical reduction method uses chemical reagents to remove oxygen-containing functional groups on the surface of GO to achieve the reduction of GO. This method has less-stringent requirements for equipment and the environment than thermal reduction methods, and the preparation process is simpler and the cost is lower. Therefore, the chemical reduction method is suitable for use in the large-scale production of rGO.The reduction of GO using the above-mentioned two methods requires the consumption of a large amount of energy and is not suitable for long-term development. It is also difficult to achieve the integration of flexible devices using these two methods, which limits the application of rGO in flexible electronics . PhotoreOne of the most important components of a humidity sensor is the humidity-sensitive thin film. The commonly used methods for preparing GO composite films include titration, dip coating, spraying, spin coating, electrophoresis, Langmuir–Blodgett (L-B) membrane technology, vacuum filtration, in-situ polymerization, the sol-gel method, chemical vapor deposition, magnetron sputtering, and vacuum evaporation ,53,54,55The performance of a flexible humidity sensor is closely related to the physical and chemical properties of its humidity-sensitive materials. Combined with the physical and chemical properties of humidity-sensitive materials, we can improve the performance of humidity-sensitive materials in the following three respects.Controlling the morphology (structure) of the composite. Hosseini and others developed a highly sensitive flexible humidity sensor based on graphene quantum dots (QGDs) . The QGD2 composite film [2 were different with different annealing temperatures, which would affect the humidity sensitivity response characteristics of the sensor. Phan and others used rapid thermal annealing (RTA) to control the number of oxygen-containing functional groups in the GO [Finding the best preparation conditions and methods, such as finding the most suitable annealing temperature to control the number of oxygen-containing functional groups and using the self-assembly method to make the structure stable and firm. Li prepared a flexible resistive humidity sensor based on an rGO/WSite film . It was n the GO . Throughn the GO .Modifying the structure of the graphene derivative according to need, such as using functional group materials to modify the GO to enhance the humidity sensitivity response, doping heteromorphic semiconductor materials to form a Schottky barrier, and preparing composite materials to improve the self-adsorption capacity and permeability structure. Su’s group modified graphene using GO as a precursor material ,68,69. IA flexible humidity sensor is generally composed of a flexible substrate, a humidity-sensitive film, and a metal detection electrode. At present, there are many kinds of graphene-based flexible humidity sensors ,72,73. AThe biggest challenges for flexible humidity sensors involve their manufacture, their mechanical properties, the stability of the electrochemical performance, and their ability to maintain sensitivity after repeated bending deformations. The key to their manufacture lies in the flexibility of the electrodes/circuits. At present, the theoretical research on the design and manufacturing of graphene-based flexible electronic devices mainly focuses on the flexible substrate transfer method and the strain structure design method, as shown in The flexible substrate transfer method is a method for sequentially transferring one electrode structure to another flexible substrate. It has the advantages of strong technical compatibility and simplicity, and the operation is carried out at a normal temperature, avoiding the possibility of the temperature affecting the device’s function. Polydimethylsiloxane (PDMS) is often selected to be the flexible substrate for the transfer method. PDMS is a stretchable material that is highly transparent, chemically inert, and non-toxic. It can be applied to human skin, implanted in the body, or applied in wearable devices. In addition, polyurethane (PU), polyester resin (PET), and so on can be chosen . These oThe strain structure design method is used mainly to provide the electrode material with a higher degree of flexibility by designing the strain structure, which can not only avoid significant deformation of the electrode material under normal working conditions, but also alleviate damage during stretching. According to the shape of the conductive layer, there are serpentine structures, paper-cut structures, three-dimensional network structures, and so on ,79,80,81Rhumidity is the resistance measured under humid conditions and Rair is the resistance measured under dry air conditions [The working principle of a resistive humidity sensor is that the moisture-sensitive film changes its impedance characteristics by adsorbing water molecules. These sensors measure the environmental humidity by changing the output electrical signal. The sensitivity of a resistive humidity sensor can be defined as:nditions . ResistiCpu is the capacitance value, S is the effective electrode area of the capacitive sensor, d is the thickness of the moisture-sensitive polymer film layer, ε0 is the dielectric constant of classical vacuum, and εr is the dielectric constant of the moisture-sensitive polymer material. The structure of a capacitive flexible humidity sensor is similar to that of the resistance type, and the dielectric layer is covered on two of the flexible cross finger electrodes. At present, most humidity sensors use capacitance sensing technology [The working principle of a capacitive humidity sensor is that it detects the environmental humidity by changing the dielectric constant of the humidity-sensitive film through changing the transmission capacitance value. The capacitance value can be expressed by the following formula:chnology ,83. ThisIn addition to resistive flexible humidity sensors and capacitive flexible humidity sensors, there are also high-performance humidity sensors based on other technologies and instruments, such as optical fiber humidity sensors and QCM humidity sensors. In addition to GO-based and rGO-based humidity sensors, graphene derivatives, such as graphene quantum dots prepared from GO, can be used to prepare flexible humidity sensors. GQDs have also been combined with optical fiber technology to prepare a new type of humidity sensor with higher sensitivity . The senThe humidity sensing mechanism of a fiber-optic humidity sensor is that the properties of refracted or reflected light waves are changed after the moisture-sensitive material adsorbs water molecules. The changes in properties can be detected by the amplitude, polarization amplitude, frequency shift, or phase shift of the light waves. Because of their small volume and light weight, optical fiber sensors have low transmission loss and a strong multiplexing ability and can also realize multi-parameter and long-distance detection. Because of their excellent corrosion resistance and anti-electromagnetic interference ability, optical fiber sensors are suitable for use under strong magnetic conditions and in harsh environments ,85,86.f0 is the resonance frequency of the QCM, A is the effective area, and ρ and μ are the density and shear modulus of the quartz crystal, respectively [QCM is a non-destructive technology. The sensing mechanism of a QCM humidity sensor is to coat a layer of humidity-sensitive film on the electrode. After the moisture-sensitive material is deposited on the electrode, Sauerbrey’s equation can be used to convert the dynamic adsorption mass into a resonance frequency shift.ectively ,88. CompGQD material is an important graphene derivative whose sheet size is smaller than 100 nm, and it has a quantum confinement electron state. GQD material has excellent hydrophilicity, a large specific surface area, and a small sheet size ,90. The Due to their high sensitivity, excellent flexibility, good stretchability, and stability, graphene-based flexible humidity sensors have great potential for application in such fields as electronic skin, personal health monitoring, and wearable and stretchable humidity sensors ,100,101.Respiratory rate can be considered to be a key indicator of human health, and monitoring changes in an individual’s respiratory rate and depth of breath can be used in medical diagnosis ,103. TraThe moisture content of human skin is also a key indicator of human health. Graphene-based flexible humidity sensors can detect skin moisture and show great potential for use in wearable devices suitable for evaluating moisturizing products. At present, there are few research results on this kind of sensor. On the one hand, for contact sensor equipment, when in contact with skin, the sensor needs to have a certain degree of flexibility, a better fit for the skin, and be harmless to the skin to prevent damage with long-term use. On the other hand, the preparation of non-contact sensor equipment needs theoretical guidance. Graphene-based flexible humidity sensors for the detection of moisture and humidity in the skin have yet to be developed. However, researchers have attempted to establish a functional relationship between the sensitivity of PIM-based sensors and the moisture content of human skin and developed high-precision skin moisture measurement instruments that may provide a solution for graphene-based flexible humidity sensors .There are many ions in human sweat. The composition and content of ions in human sweat are also key indicators of human health. It is very important to personal health monitoring and exercise monitoring to sample and analyze fresh sweat using sensors. At present, there are many types of studies on the implementation of personalized health monitoring by means of wearable sensor technology. The monitoring of ions in sweat requires the wearable sensor to capture fresh sweat. Guijun Li and others reported on the development of wearable sweat capture devices using patterned graphene arrays with controllable wetness and conductivity for the simultaneous capture and electrochemical measurement of sweat droplets . Sweat dLife depends on environmental moisture. Life needs to sense the humidity and temperature of the outside world and provide feedback. As an important organ for sensing the outside world, the skin needs to be repaired by electronic equipment and medical means if it is damaged or even necrotic. Electronic skin is a system that can simulate human skin, sense the external pressure, temperature, and humidity, obtain other information, and provide feedback, which also requires the integration of flexible humidity sensors in the electronic skin. Most sensors that can sense pressure, temperature, and humidity are rigid and cannot perform synchronous monitoring. Recently, a multifunctional sensor was prepared by means of spraying a mixture of carbon black (CB) and rGO on a paper substrate . It can In general, graphene-based flexible humidity sensors are widely used in the field of respiratory monitoring. Moreover, the technology for their preparation is becoming increasingly simple, their cost is gradually being reduced, and their performance is constantly being improved, which should also promote the development of wearable medical systems.Due to its large specific surface area and the large number of hydrophilic oxygen-containing functional groups, GO has an excellent capacity for water absorption. GO and rGO are two common humidity-sensitive materials. By controlling and optimizing these materials’ structure, improving the preparation conditions and methods, or directly modifying them, the sensing performance of the sensor can be improved. In addition, GQD material has a small sheet size that enables a film formed by stacking to contain a large number of voids, which enable water molecules to penetrate into the humidity-sensitive film more quickly and accelerate the humidity-sensitive response of the sensor. GQD material is a graphene-based material with the potential for broad application in humidity-sensitive materials.The large-scale production of high-quality humidity-sensitive materials is a basic premise of the application of graphene-based flexible humidity sensors. The existing spin-coating and inkjet printing technologies can be used to realize the preparation of low-cost humidity-sensitive films ,106,107.In the process of preparing graphene-based flexible sensors, the flexible substrate transfer method and the stress structure design method can be used to obtain a high degree of flexibility. Different graphene-based materials have different sensing mechanisms. QCM sensors and fiber-optic sensors use QCM sensing devices and fiber-optic sensing technologies, respectively. As new types of sensors that integrate multiple technologies, they have excellent humidity sensing characteristics, including a short response time, low humidity hysteresis, and high sensitivity. In addition, these two new types of flexible humidity sensors have high repeatability, good long-term stability, and a long life. They have very broad future research prospects.Finally, the actual application of graphene-based flexible humidity sensors in human respiratory monitoring, skin moisture detection, sweat analysis, and environmental humidity detection requires us to integrate sensor technology with other technologies. Currently, the main problem of multi-function sensors is that the recognition accuracy between multiple signals still needs to be improved. Sensor materials need to have a high degree of stability in order for us to complete the integration of data transmission and processing units and ultimately achieve the goals of minimizing equipment size and optimizing performance.


The ultimate memristor, which acts as resistive memory and an artificial neural synapse, is made from a single atomic layer. In this manuscript, we present experimental evidence of the memristive properties of a nanopatterned ferroelectric graphene field-effect transistor (FET). The graphene FET has, as a channel, a graphene monolayer transferred onto an HfO The influence of the charge traps at the graphene/HfZrO interface can degrade transistor performance . However2O3/Si FETs can act as memtransistors. The memtransistors were previously never fabricated at the wafer scale, and only on MoS2 flakes at a reduced scale. The combination of HfZrO and graphene monolayer is beneficial for graphene monolayer transfers since the average surface roughness of HfZrO, as measured with an AFM, was 0.2 nm—one order of magnitude lower than the roughness of SiO2.In conclusion, we demonstrated that nanopatterned graphene/HfZrO/Al


Amyotrophic lateral sclerosis (ALS) is a rapidly progressive and fatal neurodegenerative disorder for which there is no effective curative treatment available and minimal palliative care. Mutations in the gene encoding the TAR DNA-binding protein 43 (TDP-43) are a well-recognized genetic cause of ALS, and an imbalance in energy homeostasis correlates closely to disease susceptibility and progression. Considering previous research supporting a plethora of downstream cellular impairments originating in the histopathological signature of TDP-43, and the solid evidence around metabolic dysfunction in ALS, a causal association between TDP-43 pathology and metabolic dysfunction cannot be ruled out. Here we discuss how TDP-43 contributes on a molecular level to these impairments in energy homeostasis, and whether the protein’s pathological effects on cellular metabolism differ from those of other genetic risk factors associated with ALS such as superoxide dismutase 1 (SOD1), chromosome 9 open reading frame 72 (C9orf72) and fused in sarcoma (FUS). As a result, there is an urgent need for developing treatments that could prevent the progression of the disease and compensate for its detrimental effects.Amyotrophic lateral sclerosis (ALS) is a multi-pathogenic, late-onset disorder, characterized by selective loss of upper motor neurons in the brain, and lower motor neurons in the brainstem and the spinal cord.37 Moreover, a growing body of evidence indicates that an imbalance in energy homeostasis is a highly prevalent aspect of ALS pathogenesis, which correlates closely to disease susceptibility and progression.8 Considering the recognition of TDP-43 as one of the histopathological signatures of ALS, and prevailing evidence of metabolic dysfunction as a ubiquitous aspect of the disease, it would not be conjectural to think that TDP-43 could also have a contribution to this deregulation of metabolic homeostasis.Several genetic causes have been identified as central to the pathogenesis of ALS, one of increasing recognition being the TAR DNA-binding protein 43 (TDP-43).C9orf72) gene and fused in sarcoma (FUS). We hope to provide insight into the possible molecular mechanisms underpinning neurodegeneration in ALS and to highlight potential therapeutic targets which could be explored by future research.In this review, we will discuss the latest findings in the field, highlighting the contribution of TDP-43 to mitochondrial defects, changes in energy-generating pathways and altered metabolic profiles in ALS. In addition, we will also discuss how the contribution of TDP-43 pathology to energy imbalance differs to that of other well-known genetic causes of ALS such as the superoxide dismutase (SOD1) gene, chromosome 9 open reading frame 72  is a highly conserved and ubiquitously expressed member of the heterogeneous nuclear ribonucleoprotein (hnRNP) family, which plays an essential role in RNA metabolism.9 Moreover, the two RRMs regions possess a very high affinity for UG-rich sequences, which enables TDP-43 to control the maturation of pre-mRNAs and define its splicing patterns10 , and a C-terminal domain . The strtterns10 .4 In addition to RNA binding, TDP-43 also binds DNA.1117 Moreover, recent work supports the involvement of TDP-43 in the nonhomologous end joining (NHEJ)-mediated DNA double-strand break (DSB) repair pathway.18 TDP-43 rapidly interacts with NHEJ and DNA damage response factors to facilitate the restoration of chromosome breaks, whereas its experimental depletion significantly alters NHEJ repair response and induces the accumulation of genomic DNA DSBs.18 Crucially, in the context of neurodegeneration TDP-43 has been suggested to possess an elevated pathogenic potential, due to its highly dynamic and flexible C-terminal.3 The C-terminal region of TDP-43 has an intrinsically disordered organization, which makes it highly prone to aggregation19 and promotes toxicity.21 In addition, TDP-43’s C-terminal compartment also presents a highly unstable helix-turn-helix region,23 which, upon translation, can facilitate the formation of amyloid-like fibrils with prion-like infectious properties.25 Moreover, the C-terminal fragment of TDP-43 can also promote the formation of dynamic protein droplets, which have been suggested to play an important role in the generation of stress granules.26The highly specific interaction of TDP-43 with RNA molecules depends on a sequence of cellular events and signaling cascades which are initiated when TDP-43 comes into proximity of 5ʹ or 3ʹ splice sites of long introns, untranslated regions or several exons. This co-localization allows the binding of TDP-43 to UG-rich sequences, further signaling that the pre-messenger RNA requires additional processing and transport to the cytoplasm post-splicing. Besides splicing modulation, TDP-43 controls mRNA life cycle, formation of ribonucleoprotein granules and regulation of non-coding RNAs.1 This sustained neuronal deterioration leads to a series of motor dysfunctions such as difficulty in walking, limb weakness, slurred speech, swallowing problems, impaired respiratory function. Death typically occurs 2 to 5 years post diagnosis.27 Due to the fast nature of progression and low survival rate, ALS is regarded as a disorder of low penetrance and reduced incidence.2 However, this incurable condition is far from infrequent, with the latest data indicating a 1 in 300 to 400 lifetime risk factor, which continuously increases with life progression.28Motor neuron diseases (MNDs) recapitulate a group of complex, neurodegenerative conditions which affect the nervous system, leading to progressive death of motor neurons, with amyotrophic lateral sclerosis (ALS) being the most common form . ALS is 2 Large-scale genome-wide association studies have identified four main genes as highly frequent ALS causative factors: the superoxide dismutase (SOD1) gene, TAR DNA binding protein (TARDBP) gene, chromosome 9 open reading frame 72 (C9orf72) gene and fused in sarcoma (FUS) . However, more than 35 different genes have been linked to ALS, with the rate of gene discovery showing a quadrennial twofold increase.ma (FUS) .30 Even though the safety and efficacy of tofersen are currently under investigation, the aforementioned study provides evidence that precision-medicine approaches using ASO could open the way to therapeutic interventions in ALS and potentially other neurodegenerative conditions.Currently, there are limited therapeutic strategies for ALS patients, but alternative approaches such as antisense oligonucleotides (ASOs) treatments are emerging as a viable treatment in SOD1-ALS cases. A recent study indicated that SOD1-ALS patients who received tofersen, an ASO which controls the degradation of SOD1 messenger RNA, measured a dose-dependent reduction from baseline in the total CSF SOD1 concentration of up to 36% after 12 weeks of treatment.4 In a physiological state, TDP-43 is mainly localized in the nucleus, where it controls gene expression and pre-mRNA splicing, and modulates the regulation of its own mRNA, as discussed above. However, a small proportion continuously shuttles to the cytoplasm to perform some of its other functions, including the control of mRNA stability and translation.3 This dynamic character of TDP-43 is dependent on distinct protein import systems, and defects in the import/export machinery have been suggested to represent one of the causative steps in TDP-43 pathology4 (31 A context in which loss of function (haploinsufficiency) is the primary pathological modulator of TDP-43 activity would imply that the mutant gene has either a reduced function or no function at all, but does not interfere with the signaling of the wild-type allele. Reducing the expression of the mutant gene will reproduce the disease phenotype in a preclinical model, whereas overexpression of the mutant or the wild-type allele will have no pathological outcome. Oppositely, in a gain-of-function scenario, the mutant gene may become hyperactive in one of its normal activities, leading to cellular toxicity. In this framework, overexpressing either the mutant or the wild-type form will eventually recapitulate the disease characteristics. However, it may be also possible for the mutant gene to acquire a novel function which is independent of its physiological signaling, in which case upregulating the mutant gene alone will trigger the disease. Finally, in a dominant-negative mechanism, the mutant allele possesses an inhibitory effect on the wild-type form, downregulating its activity. Even though it is essentially a loss of function, the negative effects extend toward the endogenous wild-type as well, differentiating it from a situation of haploinsufficiency. This scenario can be mimicked in an experimental setting by overexpressing the mutant allele, which is expected to consequently inhibit the endogenous wild-type protein.31 In the period immediately following the discovery of TDP-43 as a neuropathological component of ALS, studies were focused on gain-of-function models, providing evidence that upregulation of both the mutant and the wild-type allele can cause neurodegeneration (for an extensive review see32). However, with the progression of research, the paradigm has shifted toward an understanding that the aggregation of TDP-43 into cytoplasmic inclusions confers both a loss of nuclear activity, as well as a toxic gain of cytoplasmic function.33 Supporting the detrimental effects of TDP-43 cytoplasmic aggregates, a recent study performed proteomic analysis on primary cortical neurons, patients fibroblasts and neurons derived from stem cells, and indicated that cytoplasmic accumulation of TDP-43 is the result of defects in the localisation of nucleoporins and transport factors. This localization defect concomitantly impairs the nuclear pore complex, causing nucleocytoplasmic transport abnormalities.34 Interestingly, experiments on neurons from post-mortem ALS cases that did not exhibit nuclear TDP-43 expression indicated that loss of TDP-43 function results in nucleocytoplasmic transport impairment, RNA processing defects, DNA damage and altered histone processing.35 Based on the previous belief that the nuclear depletion of TDP-43 precedes the formation of cytoplasmic inclusions,31 it may be possible that loss of nuclear TDP-43 contributes to neurodegeneration via a feedback forward mechanism in which cytoplasmic mislocalization and aggregation is a secondary insult which additionally elevates cellular toxicity. Baskaran et al. (2018) took this concept further when they suggested that TDP-43 mislocalization led to neuronal loss via a disruption of cytoskeletal integrity in cortical neurons, which eventually impaired axonal growth and microtubules dynamics.36Great scientific effort has been invested into characterizing the pathogenesis of ALS, but many of the cellular mechanisms underpinning disease progression remain unclear. However, it is well recognized that the aggregation of hyper-phosphorylated and ubiquitinated TDP-43 protein into cytoplasmic inclusions represents one of the primary neuropathological hallmarks of ALS, supporting the contribution of TDP-43 pathology to neurodegeneration.thology4 . Multipl37 This hypothesis is in line with previous research highlighting the contribution of TDP-43 to modulating autophagy, a crucial self-degradation process of cleaning out defective cells and organelles to allow the regeneration of newer, healthier cellular components.38 In this context, it may be possible that abnormalities in the physiological functioning of TDP-43 lead to downstream defects in the autophagy pathway, initiating a positive feedback loop which enhances the aggregation of cytoplasmic inclusions  showed that transgenic models of TDP-43 developed significant neuronal cytoplasmic inclusions, mainly composed of phosphorylated and ubiquitinated TDP-43. Yet, the prevalence of aggregates in which TDP-43 was not the main protein deposited led to the suggestion that cytoplasmic accumulation of TDP-43 is not a requisite for TDP-43-mediated toxicity in ALS, and that TDP-43 might exert a destructive function by impairing protein degradation pathways.clusions . Indeed,44 This property is conferred by the C-terminus head of the TDP-43 protein, which enables liquid-liquid phase separation (LLPS) activity. Normally, the process of SG formation is reversible and SGs get immediately absorbed after the stress has passed. However, certain ALS-related TDP-43 mutations have been suggested to act on the LLPS properties, impairing SG dynamics and facilitating the accumulation of TDP-43 inclusions . As mentioned above, low levels of TDP-43 are continuously shuttled to the cytoplasmic compartment to control mRNA stability. At this level, when exposed to various environmental stressors such as viral infections, heat shocks, osmotic or oxidative agents, TDP-43 can be recruited to cytoplasmic RNA granules called stress granules. These stress granules are membrane-less organelles which capture non-essential mRNAs, RNA-binding proteins or translation factors, and hinder the translation of mRNA targets to ensure cell survival and to protect them against degradation due to cellular insults.clusions .4,44The studies discussed in the section above provide evidence for the contribution of TDP-43 dysfunction to ALS pathogenesis, arguing that TDP-43 pathology reflects a complex interplay between loss and gain of function mechanisms which alters neuronal health and eventually promotes cell death. However, with the contemporary research in mind, the question of whether the cytoplasmic mislocalization and accumulation of TDP-43 are a cause or a consequence of ALS remains to be addressed in future studies for a comprehensive, in depth understanding of disease etiology and progression.45 Similar to TDP-43, FUS’ primary localization is within the nucleus, and its physiological activity has implications on different features of RNA metabolism, including transcription and splicing regulation,47 mRNA transport49 and DNA damage repair.51 Moreover, a percentage of the protein is present in the cytoplasm and the neuronal processes, where it carries out functions associated with mRNA transport and local protein translation.52 Considering the dynamic nature of the protein, defects in the nuclear import machinery could have a detrimental effect on both the nuclear function and the cytoplasmic activity. Indeed, retention of FUS in the cytoplasm, followed by its accumulation in cytoplasmic inclusion, is a well-recognized pathological feature of ALS.53 However, as for TDP-43, there is a continuous debate around the contribution of the associated reduction in nuclear expression or cytoplasmic gain of toxic function to motor neuron death in ALS pathogenesis. As nuclear FUS plays a crucial role in modulating RNA metabolism, mutations associated with its coding gene could hinder genetic expression and impair alternative splicing events, leading to transcriptome deterioration as suggested by FUS knock-out models.45 However, complete inactivation of FUS resulted in post-natal mouse death, making it difficult to identify any neuro-related phenotypes.54 A more substantiated hypothesis proposes cytoplasmic mislocalization and gain of toxic attributes as the initial steps in the disease cascade, arguing that reduced nuclear activity does not directly contribute to motor neuron degeneration in ALS.55 Experimental efforts have been made to compare the pathological phenotype of models expressing mutant cytoplasmic FUS against those with complete ablation of FUS protein. The results showed perinatal loss of motor neurons in the knock-in group, but not in the knockout cohort, and are substantiated by the observation that rescue of nuclear FUS arrested motor neuron death.55 Moreover, the accumulation of FUS cytoplasmic inclusions has been associated with the formation of SGs,56 whose pathological traits have been discussed in the context of TDP-43 pathology in the section above. Considering the evidence discussed so far, even though the mechanisms through which FUS contributes to neurodegeneration remain an open question, impairments in FUS functionality is an undisputed feature of ALS pathology and its pathogenicity cannot be contested.Fused in sarcoma is another member of the RNA binding proteins group, whose physiology and cellular activity show great synonymy to those of TDP-43, both in a healthy and a diseased state.57 SOD1 is a highly conserved and ubiquitously expressed protein, typically localized to the cytoplasm and more sparsely in the nucleus, lysosomes and mitochondrial intermembrane space.58 As a requisite cytoplasmic antioxidant, SOD1’s primary function is to catalyze the conversion of highly toxic superoxide radicals  into molecular oxygen and hydrogen peroxide, providing, as a result, a defence mechanism against ROS-driven stress.59 However, SOD1 activity extends to other roles independent of its dismutase-like character, including respiration repression and energy metabolism regulation,60 protein nitration,61 copper buffering,62 immunomodulation,63 zinc homeostasis,64 and phosphate activation.65 Initially, SOD1 pathology was linked to neurodegeneration in ALS via a loss of physiological function and a consequent accumulation of toxic superoxide radicals. However, subsequent research on transgenic models of ALS overexpressing both the endogenous mouse gene, as well as the mutant human SOD1, contradicted the incipient theories, showing that the majority of these disease models exhibit enhanced dismutase activity and progress into adult-onset motor deficits with distinctive loss of lower motor neurons.66 As a result, a new hypothesis was put forward, arguing that SOD1 pathology is not associated with a reduced dismutase activity, but with the acquisition of one or more toxic properties of the mutant protein.67 In this context, SOD1 has been suggested to contribute to neuronal death by impairing the expression of the glutamate transporter EAAT2, leading, as a result, to accumulation of glutamate at the level of the synaptic cleft and consequent glutamate excitotoxicity.68 This proposed mechanism was supported by evidence from SOD1 mutant mice, which exhibited a 50% reduction in the level of EAAT2 protein in the spinal cord,69 and a further complete depletion in EAAT2 concentration by the end-stage of the disease.70 Moreover, EAAT2 expression was reported to be decreased or abnormal in ALS patients as well,71 further confirming SOD1 pathogenicity and its contribution to disease progression. Defects in axonal organization and disrupted transport have been suggested to be another effect of SOD1 toxicity that could potentially lead to motor neurons death in ALS.72 Moreover, by interfering with the axonal transport machinery, SOD1 toxicity may indirectly impair the distribution of mitochondria to the periphery or impede retrograde delivery of trophic factors.73Pathological expression of SOD1 enzyme has been described as the first genetic cause of ALS, being responsible for one fifth of familial disease cases.74 The possibility that, once relocated to the nucleus, SOD1 may act as a co-transcriptional factor of DNA repair genes to reduce genomic damage was proposed by experiments which correlated the presence of nuclear SOD1 with significantly increased disease duration.74Therefore, in the light of the evidence discussed above, it could be argued that loss of SOD1 dismutase activity possesses a modifying role in ALS pathogenesis, and its potential protective nuclear function could open the way to notable therapeutic strategies.The findings discussed above are a few of the proposed mechanisms through which SOD1 gain of toxic function could progress to neurodegeneration, complementing the suggestion that loss of dismutase activity is not the driving factor of SOD1 pathology in ALS. Moreover, recent research showed that SOD1 translocates to the nuclear compartment in a sub-group of sporadic ALS patients, and suggested a potential protective function at this cellular level.C9orf72 gene was attributed to as much as 33% of all familial cases of ALS and 5% of idiopathic disease forms.75 In a non-pathogenic state, the C9orf72 gene incorporates 5 to 30 hexanucleotide repeats, showing a neurologically healthy phenotype.76 As a result, an arbitrary 30-repeats cut-off has been suggested to mark the threshold beyond which the repeat length becomes pathogenic, and expansions of hundreds to thousands of repeats are a highly common genetic feature of C9orf72-ALS (C9-ALS) patients.77 However, repeat lengths of 30 or more have also been reported in 0.17% of healthy individuals, indicating that the knowledge of the repeat cut-off must be cautiously used both clinically and experimentally.76Understanding the etiopathogenesis of ALS increased significantly in 2011, when the discovery of a hexanucleotide repeat expansion GGGGCC in the C9orf72 gene in the CNS is still poorly understood, being mostly substantiated by experiments investigating its pathogenic activity. The non-coding expanded repeats have been shown to contribute to C9orf72 gene silencing in blood samples from C9-ALS patients,78 leading to a consequential reduction by almost 50% in the C9orf72 mRNA and protein levels.79 As a result, loss of function mechanisms has been proposed as a pathogenic contribution of C9orf72 protein to ALS etiology.80 So far, bioinformatic analysis has revealed a protein coding domain in the C9orf72 gene, which shows a direct interaction with the Rab family of GTP-ases.81 As Rab proteins are active regulators of many membrane trafficking steps across a wide range of cell types, C9orf72 loss of function may have downstream effects on protein transport mechanisms. Interestingly, both TDP-43 pathology and TDP-43-negative but ubiquitin-positive inclusions have been often reported in C9-ALS patients, further indicating defects in transmembrane transport and protein degradation in carriers of C9orf72 repeat expansions.82The physiological function of the 83 Even though these repetitive RNAs are located in a noncoding region of the C9orf72 gene, they can be translated to five different and highly toxic dipeptide repeat proteins (DRPs).83 As a result, two scenarios have been put forward, indicating that the expanded repeats could cause neuronal damage either through a toxic gain of function from the RNA repeats, or a destructive signaling of the DRPs.77 In vivo experiments suggested that the RNA repeat foci co-localize with TDP-43 and FUS, facilitating their sequestration and contribution to dysfunctional RNA-metabolism mechanisms.84 Moreover, the G-rich repeats have been suggested to assemble into helical G-quadruplex secondary structure, determining abnormal cellular activity and interactions with other proteins.85 In line with these findings, Walker et al. (2017) showed that both RNA-repeat expansions and poly-GA DPRs contribute to the formation of DNA-RNA hybrids called R-loops in C9orf72 rat neurons, human cells, as well as in spinal cord tissue from C9-ALS patients. The resultant disruption of ATM-mediated DNA repair signaling and accompanying accumulation of DNA breaks appeared to be the result of C9orf72-mediated p62 aggregation.86 Furthermore, numerous previous studies in cell lines and mouse models suggested that the expression of each individual DRP may be sufficient to cause neurodegeneration through induced nucleocytoplasmic transport defects,87 abnormal proteasomal degradation and protein sequestration,88 nucleolar stress89 or protein translation inhibition.90 Nevertheless, these pre-clinical studies recapitulate an overexpressed DRP pathology, aspect that makes it difficult to correlate the results with the endogenous patterns noticed in patients, and which emphasizes the crucial need for more clinical and experimental work.Interestingly, the possibility that the G4C2 repeat expansions might be pathogenic through a gain of toxic activity emerged when experiments showed that the hexanucleotide extensions can be transcribed into repetitive RNAs in a bidirectional fashion, leading to the formation of nuclear RNA foci.C9orf72, or gain of toxic C9orf72 driven activity, both mechanisms are, presumably, contributing to ALS pathogenesis to some extent, and the evidence discussed above supports the existence of complex and profound implications of C9orf72 pathology on cellular homeostasis and neuronal integrity.However, despite the lack of knowledge around the specific molecular pathways downstream to loss of functional 1 These changes lead to a state of hypermetabolism, that is considered to be the result of increased respiratory muscle expenditure, and which seems to correlate closely with disease susceptibility and progression. Moreover, this apparently abnormal metabolic condition is correlated with accentuated cognitive impairment and significantly reduced survival rate.8 Two recent clinical studies suggested that the risk for ALS was accurately predicted by the reduction in BMI, whereas high fat mass levels prolonged survival.91 However, it is important to note the limitations of case-control studies, whose methodology is based on questionnaires regarding the dietary habits of patients before the onset of the clinical manifestations, making such experiments prone to recall bias.An increasingly recognized aspect of ALS pathology is represented by a disturbance in energy balance, which, in the last decades, has changed the experimental approach toward ALS pathogenesis and led to revolutionary insights into disease mechanisms. It appears that ALS patients often report a decrease in energy uptake, which, controversially, is accompanied by an increase in energy expenditure, along with lower body mass index (BMI) in the pre-symptomatic phase of the disease and hypolipidemia at later disease stages.92 hyperlipidaemia93 or increased cholesterol levels94 and ALS survival,95 diabetes appears to be another chronic metabolic disorder involved in ALS etiology. Recent Danish and Swedish large case-control studies suggested a 0.61 to 0.66 odds ratio of diabetes in ALS patients pre-diagnosis, with age related alterations found indicating a protective associations with type 2 but not type 1 diabetes.97 On average, patients with type 2 diabetes report abnormal energy metabolism with increased levels of lipids in the blood and elevated BMI,98 aspects that could explain a possible positive effect of diabetes on ALS. However, even though there is a clear crosstalk between insulin signaling and the underlying mechanisms of ALS,1 the direction of this association still needs to be elucidated as, so far, the experimental results are rather contradictory and inconsistent. Recent studies investigating systematic metabolic dysfunction in ALS suggested a protective effect of diabetes in patients aged 65 and above, while the younger groups appeared to be at higher risk.97 Interestingly, a recent Italian nested longitudinal study found a negative correlation between diabetes and ALS in older individuals,99 while previous research in an Asian population suggesting elevated ALS risks in the elderly.100 No gender correlations have been distinguished in a Taiwan-based study,100 contradicting the results of two other East Asian-nested studies which showed that men with type II diabetes recorded an increased risk of developing ALS compared to women of the same race.102In line with the protective association between vascular risk factors such as high BMI,99 The risk of developing ALS appeared to be reduced in both animal models and humans following a diet rich in both vegetal and marine ω-3 polyunsaturated fatty acids (PUFAs).103 As PUFAs are known to reduce the expression of nuclear factor κB, a higher PUFAs intake may be helpful in reducing inflammation, oxidative stress and glutamate-mediated toxicity, contributing therefore to neuronal survival.104107 Moreover, in obesity and type 2 diabetes, the levels of an important neurotrophic and neuroprotective protein, progranulin, are known to be elevated109 and previous research showed that progranulin can also work against the toxic effects of TDP-43.108The contribution of metabolic dysfunction to ALS-associated neurodegeneration is further supported by evidence from dietary intervention experiments, which indicate that elevated glucose or serum lipids levels could compensate for the hypermetabolic syndrome reported in ALS patients.Nevertheless, despite the high incidence of ALS and impaired insulin signaling, the underlying mechanisms of this associated need to be further investigated in detail. Nevertheless, the imbalance in energy metabolism remains an undeniable characteristic of ALS pathology, and understanding how these systemic metabolic defects are causally connected to motor neurons loss could provide great insight into disease pathogenesis and possible therapeutic strategies.110 Compelling evidence shows that the function of each component of the electron transport chain is altered in sporadic ALS patients111 and even though each genetic cause contributes in a variant-specific manner to mitochondrial pathology, there seems to be a certain degree of overlap in terms of which aspect of mitochondrial function or structural component is compromised.Mitochondria are a major player in ATP production and lipid homeostasis. Impaired activity of the electron transport chain (ETC), disruption in mitochondrial fusion/fission rates, abnormal morphological changes or calcium buffering defects, can lead to reduced ATP production and dysfunctional glucose and lipid metabolism.112 For example, mutant TDP-43 has been suggested to possess an internal mitochondrial targeting sequence, which facilitates a preferential binding to the mRNAs of the mtDNA-encoded complex 1 subunits ND3 and ND6, impeding their transcription and leading to consequential reduced expression of complex I.113 As part of the complex mechanisms of oxidative phosphorylation, ROS is a physiological by-product which, at homeostatic levels, acts as a signaling molecule. However, abnormal functioning of the ETC can result in an excessive ROS production and consequently promote damage to the mtDNA, RNA, proteins and lipids.114 Elevated levels of ROS markers and pronounced ROS-associated damage have been extensively reported in sporadic ALS patients,115 as well as in transgenic or cellular models of ALS upregulating either TDP-43116 or FUS synthesis.117 Moreover, recent studies show that both TDP-43 and FUS pathologies alter the ability of mitochondria to maintain inner membrane integrity and disrupt mitochondria-endoplasmic reticulum (ER) signaling by impairing the binding of the endothelial vesicle-associated membrane protein associated-protein B (VAPB) to the mitochondrial associated protein tyrosine phosphatase interacting protein 51 (PTPIP51).118 Defects in ER-mitochondria communication may further impair the Ca2+ exchange system between the two organelles, reducing calcium uptake and potentially contributing to a series of additional toxic mechanisms, including loss of protein homeostasis and axonal transport defects.119In this context, the specific interaction between different ALS-associated proteins and the mitochondria appears to be crucial to the infliction of mitochondrial damage in ALS pathogenesis.121 Moreover, previous research on SOD1 models described decreased calcium homeostasis122 and an abnormal interaction between mitochondria and the ER,123 but a causal link between these two features of ALS pathology is still to be confirmed in SOD1 mutants. Elevated level of ROS have been reported in SOD1 models as well,124 and TDP-43, FUS and SOD1 themselves have been suggested to be a target of oxidative damage, which promotes their aggregation and possibly facilitates the progression of pathological cascades through a damaging positive feed-forward loop.125Interestingly, a sequestration pathological mechanism has been proposed in transgenic models of SOD1 as well, as mutant SOD1 builds up in the intermembrane space and forms aggregates which impair the activity of the ETC, especially complexes I and IV.126 These contradictory results may account for different pathological mechanisms between wild-type and mutant TDP-43 forms, which will be discussed in detail in the section below. Similarly, mitochondrial clustering was reported in transgenic SOD1 models as well,127 when Vande Velde et al. (2008) demonstrated that misfolded SOD1 creates very tight associations with the outer mitochondrial membrane in mutant SOD1 models,128 possibly altering its motility along with others physiological properties.129 However, the association of SOD1 with the mitochondria was restricted to the spinal cord, suggesting a potential site-specific pathogenic activity.Consistent with the contribution of TDP-43 to impaired calcium homeostasis, abnormal mitochondrial morphology accompanied by its accumulation in motor axons has been previously reported in mice models overexpressing wild-type TDP-43, but not in mutant cohorts.C9orf72 pathology as well. Accordingly, experiments on iPSC-derived C9orf72 motor neurons reported increased DNA damage compared to controls, and a preferential binding of DRPs, especially poly(GR), to mitochondrial ribosomal proteins. This toxic effect of DRPs compromised mitochondrial function and led to elevated levels of oxidative stress in an age-dependent manner, possibly explaining the presence of DNA damage.130 However, as mentioned in one of the previous sections, the results of such studies are usually harder to interpret and integrate within the current knowledge, as they express high levels of poly(GR), much greater than those recorded in ALS patients. To overcome this limitation and approximate more to the physiological conditions, Choi et al. (2019) developed an inducible mouse model of C9orf72-dependent toxicity in which the levels of (GR)80 accumulate in a progressive, controlled manner in cortical motor neurons.131 The mice showed significant defects in mitochondrial function and morphology from as early as 3 months of age, before any other cognitive or cellular impairments, arguing that mitochondrial dysfunction is a prodromal event in the ALS disease course, and that lower pathogenic levels of diffusible poly(GR) are sufficient to initiate the disease. The poly(GR) showed affinity for ATP5A1 subunit of the mitochondrial ATP synthase, increasing its degradation via the ubiquitin-proteasome pathway and consequently impairing mitochondrial ATP production. As the disease progresses, a full spectrum of ALS pathological characteristics including synaptic dysfunction, neuronal loss, cognitive impairment, microgliosis and DNA damage was measured, which possibly developed as a consequence of impaired mitochondrial activity and energy balance. Interestingly, TDP-43 pathology appeared to be absent in the transgenic cohort, possibly indicating that poly(GR) toxicity is the initiating factor in C9-ALS, and that TDP-43 pathology follows later in the disease pathogenesis, potentially as a consequence of altered protein transport mechanisms and impaired autophagy.78 Since recent evidence reinforces the hypothesis that mutant forms of TDP-43 themselves interact with and impair the assembly and function of the oxidative phosphorylation system, causing toxicity and mitochondrial damage133 we speculate that TDP-43 may function differently on its own, compared to when it is associated with C9orf72 pathology. Contrarily, it may also be possible that cascades upstream to TDP-43 inclusions are facilitating the progression of neurodegeneration in C9ALS cases, and that TDP-43 aggregation itself is a consequence, rather than a cause of the disease.Considering the high incidence of TDP-43 aggregation in cases of GGGGCC expanded repeats, one could readily speculate that mitochondrial morphology and its ATP synthase machinery are a target of Taken together, the studies discussed above support the existence of metabolic dysfunction in ALS, providing evidence for the crucial contribution of mitochondria pathology to ALS pathogenesis . However135. The low rate of fatty acid oxidation in the brain might be explained in part by the relatively low permeability of the blood-brain barrier to fatty acids, the higher oxygen demand and superoxide generation for FAO compared to glycolysis, along with the decreased enzymatic capacity for fatty acid degradation.134. However, increasing attention has been drawn to lipid metabolism in the central nervous system, since previous studies have suggested that oxidation of fatty acids contributes almost 20% to the total brain’s energy demands,136 and caloric-dense diets can improve disease outcomes.95 In the light of the current discoveries, there seems to be an exquisite interplay between glycolysis, fatty acid oxidation and oxidative phosphorylation in the brain, and the ability to metabolically switch between these energy-transducing pathways may be crucial in terms of securing the much needed constant energy support to neuronal cells.137 In this context, a recent elegant study on a Drosophila model of TDP-43-ALS reported the upregulation of key genes involved in glucose metabolism,138 reiterating at the same time the contribution of TDP-43 to mitochondrial dysfunction. The results indicate that, as ALS progresses, glycolysis might be upregulated in dying motor neurons as a compensatory mechanism for the loss of mitochondrial ATP, and could even confer neuroprotection by increasing the levels of pyruvate levels, a physiological metabolic intermediate and antioxidant which has been shown to safeguard mitochondria against oxidative stress.139 Interestingly, despite the great pathogenic similarity between TDP-43 and FUS and the extensive circumstantial evidence linking both DNA binding proteins to impaired energy metabolism, mutations in FUS appeared to have no effect on glycolytic or mitochondrial energy metabolism in a recent study on iPSC-derived MNs from FUS-linked ALS patients.140When discussing energy metabolism and mitochondrial pathology, it is worth taking a step backwards in the pathways of cellular respiration and look more attentively into the possible implications of glycolytic flux and fatty acid oxidation (FAO) on ATP production. Glycolysis is a crucial energy generating process and, at the same time, a vital step for aerobic cellular metabolism which, in its energy-releasing phase, provides the substrates required for oxidative phosphorylation. The general consensus promotes glucose as the principal substrate which satisfies energy requirements in the brain, arguing that, although others organs with increased energy turnover such as the kidney or the heart largely rely on fatty acids oxidation for energy supply, the brain has a preference toward glycolytic rather than oxidative metabolism.141 Our results reported mitochondrial defects and reduced ATP production from oxidative phosphorylation, which, however, was accompanied by an increase in glycolytic flux. It seemed that mSOD1 fibroblasts were in a “fasted-like-state” with limited FAO fueled respiratory flux compared to controls, either as a pathogenic consequence of the SOD1 mutation, or a physiological consequence of upregulated glycolysis. Similar “starvation” phenotypes have been previously reported in both SOD1 and TDP-43 transgenic models and correspond closely to the hypolipidemic state previously observed in ALS patients.142 This parallel upregulation of glycolysis might be either a compensatory response to the loss of mitochondrial ATP synthesis, or, on the contrary, an effect of the TDP-43 and SOD1 mutations which further drives mitochondrial uncoupling and limits ATP production via the ETC. A possible explanation to account for these metabolic modifications could implicate the canonical WNT/β-catenin pathway, an apparently crucial factor in the progression and development of many neurodegenerative diseases.143 Previous research reported upregulation of WNT/β-catenin signaling in the motor neurons of SOD-1-ALS transgenic models,144 which, in return, may activate pyruvate dehydrogenase kinase-1 and consequently hinder the conversion of pyruvate into acetyl-CoA and hampers its entry into the tricarboxylic acid (TCA) cycle. Overexpression of WNT/β-catenin pathway also activates monocarboxylate lactate transporter-1, which facilitates the transport of lactate into the extracellular environment.145 Moreover, upregulating the activity of the peroxisome proliferator-activated receptor gamma (PPAR gamma), a repressor of the beta-catenin pathway, exerted neuroprotective effects in TDP-43 and FUS Drosophila models of ALS.146 This possible association between the WNT/β-catenin signaling pathway and metabolic changes is supported by evidence from experiments on the NSC-34 cell line, in which expression of mutant SOD1G93A led to increased aerobic glycolysis as a consequence of pyruvate dehydrogenase kinase 1 activation.147 However, in the NSC-34 study, the increase in glucose metabolism impaired the ability of the cells to adapt to stress and promoted cellular death, making it difficult to conclude whether the increase in glycolytic flux is neuroprotective or has detrimental effects on motor neurons. In line with the effects of SOD1 on FAO observed in our laboratory, recent experiments in a TDP-43 Drosophila model of ALS revealed that TDP-43 pathology alters the transcription of crucial components of the carnitine shuttle, leading to a significant reduction in lipid beta oxidation.148 Although it is unclear what underlines this distinctive malign activity of TDP-43, dietary supplementation with medium-chain fatty acids, which independently cross the mitochondrial membrane, mitigated the carnitine deficit and rescued motor neuron survival.Previous work from our laboratory showed that fibroblasts from mutant-SOD1-I113T ALS patients undergo a similar switch in energy generating pathways to that observed in the TDP-43 model.149 The authors propose that, as glucose oxidation decreases and mitochondrial defects progress, cells switch the energy substrate to fatty acids, a possibility supported by the upregulation of genes responsible for fatty acid transport and oxidation as shown by microarray analysis. Moreover, Szelechowski (2018) suggest that both glycolysis and FAO are decreased in fibroblasts from SOD1-ALS patients, whereas SOD1G93A motor neurons report increased activity in these two energy-producing pathways, with a larger preference for FAO.150 The study supports the existence of tissue-specific alterations in ALS pathophysiology and suggests that changes in mitochondrial morphology and mitochondrial bioenergetics accommodate a metabolic switch from glucose toward FAO and ketogenesis. This hypothesis is supported by dietary intervention studies which highlighted the positive effects on disease onset and survival of high fat diets in TDP-43 and SOD1 mice,151 as well as ALS patients.152 To possibly explain the metabolic preference for FAO in the context of SOD1 pathology, Szelechowski (2018) highlights previous findings which show that abnormal SOD1 binds to the mitochondrial outer membrane and inhibits conductance through voltage dependent anion channels (VDACs), thereby leading to bioenergetic blockade.153 Considering that fatty acids have the ability to diffuse through the mitochondrial membrane, FAO could represent a more sustainable energy-transducing pathway which by-passes this energetic impairment. However, even though previous studies have shown that TDP-43 interacts with VDACs as well, influencing the mitochondrial dynamics,154 it is still unknown whether it leads to similar downstream changes as seen in SOD1 cases, and a comprehensive characterization of the context in which these metabolic changes occur is yet to be put forward.Contradicting the evidence that glycolysis might increase in ALS in an attempt to counterbalance the loss of mitochondrial contribution to energy production, gene expression profiling in fibroblasts from sALS suggested a dysregulation of glycolysis and mitochondrial oxygen consumption in the pathogenesis of the disease, as a result of reduced expression of insulin signaling receptors and of key enzymes of the TCA cycle.155 During intense synaptic activity astrocytes take up glucose and metabolize it into pyruvate, which gets further converted to lactate. It has been postulated that lactate is then delivered to neurons via the astrocyte-neuron lactate shuttle, where it is converted back to pyruvate and enters the TCA cycle to feed into oxidative phosphorylation.156 It is well established now that ALS has a non-cell-autonomous character where astrocytes are a particularly important target of disease pathogenicity.157 Any impairments in metabolic pathways within astrocytes or reductions in their ability to optimally deliver the necessary substrates to neurons could profoundly affect neuronal homeostasis and contribute to neurotoxicity and cell death. In line with this, the monocarboxylate transporter 1 (MCT1), an important modulator of lactate transport, has been shown to be downregulated in TDP-43 astrocytes cultures158 and in spinal cord oligodendrocytes from SOD1 transgenic mice,159 whereas MCT4 measured decreased expression in SOD1 astroglia.159 In their recent study, Velebit et al. (2020) suggest that astrocytes which exhibit TDP-43 inclusions suffer alteration in aerobic glycolysis and accumulation of lipid droplets, which consequently perturb astroglia metabolism and impair the trophic support of neurons.158 Moreover, we have recently reported an altered metabolic profile in induced astrocytes from C9ALS patients, where defects in nucleoside, glycogen, pyruvate and fructose metabolism corresponded to a decrease in metabolic flexibility.160 It appears that C9orf72 induced astrocytes have a decreased capacity to mobilize glycogen, an aspect that could reduce glucose levels and consequently minimize ATP production in times of bioenergetic stress.137When discussing energy balance in the nervous system, it is important to note that neurons do not function as isolated units, and their unique energy capacity makes them dependable on surrounding cells like astrocytes and oligodendrocytes for metabolic support. 161 Moreover, patients with ALS often report dysphagia and a consequential reduction in food intake,162 which, coupled with a possible dependence on FAO to meet the energy needs, may eventually lead to a depletion of fat stores. Indeed, a decline in BMI and loss of body weight is a common aspect in ALS patients, which correlates with a more rapid progression of the disease.163 On the other hand, increasing glycolysis in cortical neurons could reduce the flux of glucose through the pentose phosphate pathway, consequentially diminishing the antioxidative contribution of NADPH  is a master regulator of energy homeostasis which is gaining increasing attention in the context of metabolic dysfunction in ALS. AMPK signaling is a crucial factor in detecting the balance between energy supply and demand, having a pivotal role in many intracellular regulatory pathways that range from energy metabolism to cellular stress.165 It appears that cellular stress and elevated levels of ROS activate the AMPK pathway, which, possibly due to its role in nucleocytoplasmic transport,166 mediates the mislocalization of TDP-43. In turn, TDP-43 contributes to additional cellular oxidative stress which further enhances AMPK signaling.165 Moreover, increased AMPK activity also impaired the normal subcellular distribution of FUS, highlighting the critical role of AMPK-mediated pathogenicity in ALS.167 Supporting these results, pharmacological or genetic downregulation of the AMPK pathway resulted in decreased TDP-43 mislocalization and delayed neurodegeneration progression in NSC-34 cells or C. elegans models of disease.168 However, Perera et al. (2014) showed contradictory findings, suggesting that mutant TDP-43 inhibits AMPK activity by positively acting on AMPK phosphatase and protein phosphatase 2A, two critical negative regulators of AMPK.169 As the later experiments were performed on a transgenic model of TDP-43-associated ALS, these contrasting results might be attributed either to different methodologies or to differences in the biological systems used or mutation investigated. Interestingly, in Perera’s study (2014), the SOD1 cohort reported a sharp increase in AMPK phosphorylation at disease onset. These contrasting results between the TDP-43 group and the SOD1 mice might reflect distinct pathogenic mechanisms or important differences in energy metabolism between these highly prevalent genetic causes of ALS.Previous research has shown that upregulation of the AMPK pathway facilitates the mislocalization of TDP-43 in NSC-34 cells via a positive feedback mechanism in which TDP-43 plays the central role.168 as well as ALS patients.165 Surprisingly, however, stimulation of AMPK signaling in SOD1 models has led to conflicting results. Metformin-mediated activation of AMPK accelerated symptom onset and disease progression in SODI mice,170 whereas AMPK activation as a result of resveratrol administration showed beneficial effects on motor function and lifespan.171 A possible explanation to support the later finding comes from previous studies which showed that resveratrol acts on the NAD-dependent deacetylase sirtuin-1 to activate the AMPK in a dose dependent manner,172 which further deacetylates and positively regulates PGC-1α.173 As PGC-1α is a co-activator of the nuclear respiratory factors and crucial regulator of mitochondrial biogenesis,174 AMPK may consequently improve mitochondrial function in skeletal muscles. However, it is important to note the characteristic differences between cellular respiration in skeletal muscles and neuronal metabolism, and to interpret the aforementioned findings keeping in mind that AMPK modulation might have different effects in oxidative muscle fibers compared to glycolytic neuronal cells. To support this thought, no changes in PGC-1α were observed in spinal cord neuron cultures as a result of AMPK activity modulation, further emphasizing that any cellular changes observed might differ between cell-types or could be lost in whole tissue preparations.168Indeed, when it comes to SOD1 pathology, the evidence so far converges toward a consensus which suggests the presence of enhanced activation of the AMPK energy sensor in both cell lines and animal models of disease,175 who highlights the benefits of a “preconditioning” approach when modulating AMPK function, suggesting that, while chronic activation of AMPK might be detrimental, subthreshold stimulation might increase tolerance for a potentially more robust future stress. Whether AMPK upregulation is beneficial or not, and how ALS pathogenesis affects this energy sensor remain two important open questions that need to be answered, but which encourage the existence of impaired energy homeostasis in ALS.The detrimental effects of increased AMPK activity satisfy the expectations one might have when considering the possible downstream mechanisms of AMPK upregulation. Stimulating AMPK activity, which at the cellular level promotes glucose uptake and positively regulates FAO, could provide additional damage since both these pathways might be compromised in ALS, as discussed in the section above. In the same way, even though AMPK activation might have a positive contribution to turning on catabolic pathway in a healthy biological system, constant upregulation of AMPK signaling might become detrimental in the context of ALS pathology, in which high metabolic demands are inflicted on neurons, energy stores are depleted and critical anabolic cascades are impaired. This possibly dual character of AMPK is supported by Coughlan et al. (2015)8 has brought the field of metabolomic research forward in the study of ALS, aiming to identify ALS-specific metabolites that could further represent physiological biomarkers of disease and which could possibly contour a metabolic signature for ALS.The well recognized presence of metabolic defects in the pathogenesis of ALS, along with the increasingly growing notion that ALS patients exhibit a hypermetabolic state176 Although metabolomic screening has been mainly focused on patients bearing mutations in SOD1 to the detriment of other genetic causes of ALS, in vitro and in vivo experiments shed some light on the association between TDP-43 pathology and metabolic alterations. A recent study in a Drosophila model of TDP-43-associated ALS revealed a significant increase in long-chain fatty acid carnitine conjugates such as myristoylcarnitine, palmitoylcarnitine, oleoylcarnitine and linoleoylcarnitine, in the context of both mutant and wild-type TDP-43 overexpression.148 In line with these observations, an important product of lipid beta oxidation, beta-hydroxybutyrate, along with the level of carnitine, a critical modulator of fatty acid transport across the mitochondrial membrane, were decreased in both experimental groups. Additional quantitative polymerase chain reaction (qPCR) analysis suggested that the expression of major units of the carnitine shuttle pathway was affected at the transcriptional level, pointing toward major defects in the mitochondrial carnitine shuttle system in the context of TDP-43 pathology. These findings support data from clinical trials where low levels of carnitine have been reported in the blood and CSF of ALS patients,178 possibly correlating with the presence of amyotrophy, a primary ALS symptom. Similar alterations in lipid profiles have been previously reported in a cellular model of TDP-43, with polyunsaturated fatty acids (PUFA) and glycerophospholipids being particularly affected.179 However, these findings were recorded in the context of wild-type TDP-43 overexpression, providing evidence for the toxic role of endogenous TDP-43, which will be discussed in detail below. Interestingly, comparable decreases in glycerophospholipids levels and matching alterations in PUFA concentrations had been formerly shown in a SOD1 transgenic model180 and ALS patients respectively.181 Moreover, lipidomics analysis on the ALS mouse model bearing the SOD1-G93A mutation distinguished altered phosphatidylcholine profiles in the cerebral cortex,183 possibly indicating a common pathogenic mechanism between TDP-43 and SOD1 toxicity. Similarly, high levels of free fatty acids and liquid droplets confirmed a defective lipid metabolism in iPSC-derived motor neurons from C9orf72 ALS patients,184 but it remains to be confirmed whether TDP-43 pathology could possess any active contribution to these metabolic defects.So far, metabolomics analysis has proven effective in identifying particular metabolic pathways affected in the disease progression, pathways which could then be targeted and compensated through therapeutic manipulation.Drosophila model revealed increased levels of glycolytic metabolites such as phosphoenolpyruvate, pyruvate and sedoheptulose-7-phosphate in whole larvae, possibly indicating a pronounced glycolytic input into the pentose phosphate pathway as an attempt to mitigate oxidative stress through increased NADPH production.138 These results are consistent with elevated plasma pyruvate levels reported in ALS patients.185 Further analysis on patients derived iPSC motor neurons and transcriptional profiling of ALS spinal cord suggested a significant upregulation of phosphofructokinase-1 levels, confirming an increased glycolytic flux in the context of TDP-43 pathology.138 Similar changes in metabolites profile were reported in NSC-34 cells expressing mutant SOD1-G93A as well, where increased lactate, alanine and formate levels in the medium were indicative of pronounced glycolysis.147 Interestingly, this imbalance in ATP homeostasis could explain recent findings from sporadic ALS patients’ fibroblasts which showed alterations in purine and pyrimidine metabolism. The authors suggested that a disturbance in ATP production or abnormally elevated ATP consumption rates could lead to significant changes in the serum profiles of purines, since these compounds are directly connected to ATP synthesis. Similarly, recent work from our laboratory discovered defects in purine metabolism, specifically adenosine, in astrocytes derived from sporadic and C9orf72 ALS cases due to loss of adenosine deaminase.160 It remains to be seen whether purine/pyrimidine metabolism is affected in TDP43 cases. However, the fact that nucleoside defects are observed in C9orf72 and sporadic ALS cases of disease, indicate a common pathogenic mechanism of disease that warrants further research including the possibility of targeted nutritional supplementation.Nevertheless, metabolomic analysis suggests that the detrimental effects of TDP-43 are not restricted to lipid metabolism, but extends to other energy producing pathways as well, encompassing metabolic cascades like glycolysis in their pathogenicity. A recently published study performed in the same ALS-TDP-43 186The studies discussed above provide evidence for the crucial contribution of metabotype information to identifying biochemical pathways that are affected in ALS patients. Furthermore, by comparing the metabolic state at baseline with that measured after the administration of a proposed drug or therapy, scientists could improve their knowledge regarding treatment outcomes and better assess the drugresponse.188 We have so far established the critical roles TDP-43 possess during the shift of homeostatic balance into progressive neurodegeneration, but we have not yet addressed the question of whether there is a difference in functional activity between wild-type and mutant TDP-43, and whether mutations in the TARDBP gene are considerably more pathogenic than the wild-type form.Although the involvement of TDP-43 mutations in ALS pathogenesis cannot be contested, just a considerably small percentage of ALS cases are familial, and many other neurodegenerative disorders report the existence of TDP-43 pathology in the absence of known TARDBP mutations.190 Earlier studies in mouse models have reported that overexpression of wild-type human TDP-43 facilitated the accumulation of TDP-43 in nuclear and cytoplasmic aggregates, which further resulted in cortical and spinal neuronal degeneration accompanied by spastic paralysis.37 TDP-43 phosphorylation and aggregation in the spinal cord was again described in another transgenic mouse model overexpressing human TDP-43,126 along with a dose-dependent downregulation of mouse TDP-43. Interestingly, abnormal accumulation of mitochondria within motor neurons was also measured by Xu et al. (2010), indicating possible deficits in axonal transport machinery in the human TDP-43 cohort. Moreover, the findings reported an increased expression of two crucial components of mitochondrial fission machinery, dynamin-like protein and mitochondrial fusion 1 protein (DNM1L), which was accompanied by a downregulation of mitofusin 1 (MFN1), a major player in mitochondrial fusion. In the light of these results, it may be possible that the post-translational modifications of TDP-43 come prior to mitochondrial clustering in disease progression. However, the TDP-43 phosphorylated inclusions were primarily located in the spinal cord, and more sparsely in the brain, possibly suggesting that the effects of human TDP-43 expression depend on the anatomic region and the biochemical context in which it is expressed. More recent studies compared the independent expression of human wild type TDP-43 (TDP-43 wt) and the expression of Q331K mutant (TDP-43 Q331K) against the co-expression of wild-type and mutant form (TDP-43 WTxQ331K).191 Surprisingly, the TDP-43 WT group did not show any clinical or pathological phenotype, whereas the mutant cohort reported cytoplasmic accumulation of TDP-43 along with mild neuronal loss and glial activation in the spinal cord and the motor cortex. When analyzing the mixed group, however, an extremely aggressive motor phenotype was reported, with significant reactive gliosis and neurodegeneration in the cortex and spinal cord, and prominent TDP-43, p62 and ubiquitin cytoplasmic inclusions. Taken together, the results of the study indicate that, while the expression of human TDP-43 is not lethal on its own, its destructive effects could be profoundly accentuated by the presence of a pathogenic mutation, and that cytoplasmic accumulation of TDP-43 is sufficient to lead to neurodegeneration, without the contribution of loss of nuclear function. On the other hand, it may be possible that the wild-type TDP-43 contributes in a dose-dependent manner to neuronal toxicity by reinforcing the aggressive pathogenic activity of mutant TDP-43. This paradigm is confirmed and reinforced by further studies in mammalian models, which showed sparse aggregation of TDP-43 and surprisingly high levels of cytotoxicity, following overexpression of wild-type TDP-43.36 In an elegant study, Capitiniet al. (2014)193 used purified wild-type TDP-43 aggregates derived from Escherichia coli and transfected them into SH-SY5Y cells, to allow a direct analysis of TDP-43 aggregation alone. The results showed elevated levels of ROS and caspase-3 activation, along with a consequential significant decrease in viability. Interestingly, TDP-43 was not mislocalized from the nucleus and did not aggregated into cytoplasmic inclusions, indicating that wild-type TDP-43, when overexpressed, is sufficient to induce cellular toxicity and ALS-like phenotypes, but, contrarily to TDP-43 mutants, the wild-type allele retains its nuclear localization and rarely aggregates. This hypothesis still needs to be confirmed as, so far, the research investigating the pathogenicity of wild-type TDP-43 shows conflicting results.Genetic upregulation of wild-type TDP-43 showed rapid formation of cytoplasmic aggregates in bacteria and yeast, along with a sharp decrease in growth rate, changes in morphology and even cell death in yeast.195 Moreover, disease-linked mutants are more rapidly turned over through the ubiquitin/proteasome system (UPS) system than wild-type TDP-43,196 making it likely that such modifications are the driving factors that alter the processing and translation of the TDP-43’s mRNAs and facilitate its mislocalization and precipitation. Taken together, the studies discussed above advocate a possible pathogenic contribution of wild-type TDP-43 to disease progression in ALS. Whether the other genetic drivers of ALS have a similar function in their wild-type form goes beyond the scope of this review, but, considering its potential implications for research methodologies, such possibility should be further investigated in the future. Experimental control groups are crucial for validating the significance of the results, and selecting the right controls is a challenging task that can deeply influence the outcome of data analysis. Hence, it is crucial to consider the potential pathogenicity of WT proteins when designing our chosen research methods in order to rule out any contribution of its activity.As recognized by previous studies, ALS-associated TDP-43 mutations possess higher stability and show increased half-life compared to the wild-type form.C9orf72, as there are still major gaps in our current understanding of the underlying disease mechanisms. At the same time, it remains an open question of how different genetic causes of ALS can have opposing pathogenic activities regarding some aspect of ALS pathogenesis, while still eventually converging toward the same pathological outcome on motor neurons. Moreover, it is important to consider that, as ALS is a disease with a major detrimental effect on visceral and skeletal muscle, metabolic changes occurring at this level could provide great insights into what may be happening upstream, at higher cortical levels. In a recently published study, the levels of sarcolipin, an important regulator of SERCA activity in muscle fibers, appeared to be upregulated in SOD1 transgenic mice,197 triggering a mitochondrial reprogramming event which determines a transition of skeletal muscle for glycolytic to oxidative metabolism.198 Such modifications correlate well with some of the evidence discussed above, supporting the existence of metabolic dysfunction and early mitochondrial failure in ALS pathogenesis. However, future work is needed for an in-depth characterization of the systemic abnormalities associated with ALS, and an exhaustive understanding of these metabolic changes is crucial in terms of finding potential therapeutic strategies.Considering the solid circumstantial evidence discussed above, one can undoubtedly state that TDP-43 contributes majorly to metabolic dysfunction and energy defects in ALS pathogenesis. From changes in mitochondrial dynamics to alterations in metabolic profiles, TDP-43 pathology appears to integrate a wide spectrum of structural, morphological and functional defects. However, it is yet too early to conclude which is the precise origin of TDP-43 pathogenic signaling and how it differs from other ALS-associated genetic risks such as SOD1, FUS or


Graphene-based van der Waals (vdW) heterojunction plays an important role in next-generation optoelectronics, nanoelectronics, and spintronics devices. The tunability of the Schottky barrier height (SBH) is beneficial for improving device performance, especially for the contact resistance. Herein, we investigated the electronic structure and interfacial characteristics of the graphene/AlN interface based on density functional theory. The results show that the intrinsic electronic properties of graphene changed slightly after contact. In contrast, the valence band maximum of AlN changed significantly due to the hybridization of Cp and Np orbital electrons. The Bader charge analysis showed that the electrons would transfer from AlN to graphene, implying that graphene would induce acceptor states. Additionally, the Schottky contact nature can be effectively tuned by the external electric field, and it will be tuned from the p-type into n-type once the electric field is larger than about 0.5 V/Å. Furthermore, the optical absorption of graphene/AlN is enhanced after contact. Our findings imply that the SBH is controllable, which is highly desirable in nano-electronic devices. Fortunately, the construction of the heterojunction by vertically stacking two 2D materials provides a new avenue to extend the application possibility of their individual components ,18,19. TAlN is a rather significant wide bandgap semiconductor due to its small or even negative electron affinity, excellent chemical stability, a superior mechanical strength, and a high thermal conductivity ,28. Furtheterojunction. To describe the stability of the heterostructure, the binding energy is defined by Equation (1) [A denotes the x–y in-plane area of the heterojunction.The Vienna ab-initio simulation package (VASP) , which hy Grimme  was emplirection ,40. The rst–Pack  approachrst–Pack . The banrst–Pack . The hettion (1) ,44:(1)Ebheterojunction, the graphene/AlN heterojunction was built with a new lattice constant of a = b = 12.33 We first optimized the graphene and AlN primitive cells, and the lattice constants of graphene and AlN were  that in ,45. By utructure ,44.We first calculated the electronic structures of the graphene and monolayer AlN, as shown in p orbital electrons while the CBM is contributed by Ns orbital electrons.The typical Dirac-point of graphene is found to occur at the Fermi level. The conduction band minimum (CBM) of AlN rides at the ulations . The proThe work function is defined as nterface . The pronterface  discusseThe plane-averaged charge density difference (PCDD) between the graphene/AlN interface is represented by Equation (2) ,21:(2)ΔρThe Schottky barrier height (SBH) plays a vital role in the metal/semiconductor interfacial system or Schottky-based devices. In the theory of the Schottky–Mott model ,51, the F shown in Usually, a high SBH will seriously increase the contact resistance and further degrade the contact performance of the field-effect transistor (FET). Thus, the tunability of SBH is rather meaningful for Schottky devices. The common methods of modulating the SBH include in-plane strain engineering , verticaL is the slab thickness in the graphene/AlN heterojunction. Finally, the normalized absorbance A material needs to be corrected in the case of a two-dimensional (2D) material ,55. Thisfined as (5)σ3D(ωribed in ; ε0 is tIn conclusion, the structural, electronic, and optical properties of the graphene/AlN interface under external electric field were investigated through density functional theory. The results of the projected band structure, the charge density differences, and the Bader charge showed that graphene acts as an acceptor while AlN acts as a donor. By applying the external electric field from −0.5 V/