Box 4: Obviously, ignoring too much information and too many para

Box 4: Obviously, ignoring too much information and too many parameters can also be detrimental. A wellfunctioning model needs to

achieve a balance between both extremes. As is known in the model selection literature, decreasing a model’s complexity can eventually lead to underfitting; thus, in an Selleck Ku0059436 uncertain world, there is often an inversely U-shaped function Inhibitors,research,lifescience,medical between model complexity and predictive power.60 Moreoever, besides the number of free parameters a model has, other factors also contribute to model complexity, such as a model’s functional form and the extension of the allowable parameter space.64 Summary and outlook for future research Rationality has many meanings. Most theories assume that the future can be known with certainty,

including the probabilities, for instance, for weighting different pieces of information, so that unboundedly rational optimization methods can define rational choice. There are two variants of these: those Inhibitors,research,lifescience,medical that assume that people’s behavior can actually be modeled by this form of unboundedly rational optimization, and those that assume that people* behavior systematically deviates from it, manifesting irrational cognitive illusions, biases, and errors. This article dealt with a third perspective, which asks how people Inhibitors,research,lifescience,medical make decisions when the conditions for optimization are not met. That is the case for most real-world decisions, including in medicine. In uncertain worlds, people tend to rely on heuristics that can make better Inhibitors,research,lifescience,medical and faster decisions than complex, information-greedy strategies. What are promising areas of future research on heuristic decision making in medicine, and in health care? For instance, while the neuronal basis of a number of heuristics has started to be explored,54 comparatively little research on fast-and-frugal heuristics in the clinical branch

of the neurosciences, and in psychiatry more generally, has been carried out. We have mentioned only one of the few existing applications of heuristics to these fields, namely a comparison of a heuristic with a more complicated Inhibitors,research,lifescience,medical tool in diagnosing depression.40 Others include attempts Sclareol to investigate whether patients with mental disorders or impaired mental functioning rely on fast-and-frugal heuristics. Glockner and Moritz,55 for example, reported that under high stress induced in a laboratory task, schizophrenia patients seemed to rely on tallying heuristics. Pachur et al,56 in turn, investigated the impact of cognitive aging on people’s reliance on heuristics. They found that older adults are more likely to rely on a particularly simple heuristic based on recognition memory in a potentially maladaptive way. Similar results have also been reported by Mata et al,57 who provide evidence that older adults’ limited cognitive abilities can lead them to rely on certain heuristics independent of whether the environment favors their use or not.

2013) In contrast, some studies reported that intra-arterial (in

2013). In contrast, some studies reported that intra-arterial (intracarotid) and intravenous (jugular) administration of 14C-NAC resulted in good BBB permeability (McLellan et al. 1995). BBB crossing by 14C-NAC increased following intraperitoneal administration of lipopolysaccharide (LPS). Interestingly, NAC-amide (NACA is an active derivation of NAC) has been measured

in brain after oral or interperitoneal administration, but not NAC itself (Samuni et al. 2013). When NAC was replaced with Inhibitors,research,lifescience,medical NAC ethyl ester, a dramatic increase in the brain levels of NAC and cysteine was detected probably due to a rapid hydrolysis of NAC ethyl ester (Samuni et al. Inhibitors,research,lifescience,medical 2013). Effect of NAC on the functions of vascular smooth muscle cells Excessive proliferation of vascular smooth muscle cells (VSMCs) contributes to atherosclerosis, a major cause of cerebrovascular disease. NAC partially inhibits ox-low-density lipoprotein (ox-LDL, a pro-oxidant) and urotensin-(a potent vasoconstrictor) stimulated proliferation of VSMCs. These effects of NAC raise the possibility of a therapeutic benefit to prevent stroke or atherosclerosis progression in patients with hypertension and hypercholesterolemia (N-acetylcysteine 2000). Additionally, NAC inhibited serum PDGF- and thrombin-stimulated

extracellular single-regulated kinase (ERK2), c-JUN N-terminal kinase (JNK1), Inhibitors,research,lifescience,medical and p38 mitogen-activated protein kinase (MAPK) activation as well as AZD9291 expression of the c-Fos (70%), c-Jun (50%) and JunB (70%) genes, suggesting redox-sensitive mechanisms for protective effects of NAC in patients with major vascular risk factors (Su Inhibitors,research,lifescience,medical et al. 2001).

Furthermore, NAC almost completely inhabits the Ag II-induced downregulation of AT (Dekhuijzen 2004)-R mRNA (Angiotensin II receptor, type 1) (Ichiki et al. 2001). NAC also blocks serotonin-stimulated superoxide production and ERK-MAPK Inhibitors,research,lifescience,medical phosphorylation in VSMCs (Lee et al. 1999). As a result of these multiple mechanisms of action, NAC reduced thickening of the neointima by 39% in rabbit aorta after injury produced by balloon (Ghigliotti et al. 2001). Finally, NAC inhibits cyclooxygenase-2 induction by benzopyrene, an atherogenic component of cigarette smoking (Yan et al. 2000). Role of NAC in atherosclerotic plaque stability ROS such as superoxide, nitric oxide (NO), L-NAME HCl and H2O2 can modulate the activities of matrix-degrading proteases, matrix metalloproteinases (MMPs) and contribute to the instability of a vulnerable atherosclerotic plaque (Xu et al. 1999). Ox-LDL activates AP-1 and NF-kB transcription factors, promotes macrophage-mediated matrix disruption in the rupture-prone atherosclerotic plaques (Xu et al. 1999). NAC inhibits the homocysteine-enhanced expression of an ox-LDL receptor, lox-1 in the endothelium (Nagase et al. 2001).

76 Recent biochemical studies found extensive overlap with only s

76 Recent biochemical studies found extensive overlap with only subtle quantitative differencies between Aβ levels, peptide profiles, solubility, and oligomeric assemblies in PA and AD brains, suggesting that PA represents an initial

prodromal stage of AD and that these individuals would eventually develop clinical symptoms, if they lived long enough, or an inherent individual resistance to the toxic effects of Aβ.77 Recent studies suggest that two independent processes (synapse-mediated and ApoE-mediated) may contribute Inhibitors,research,lifescience,medical to region-specific Aβ accumulation in nondemented individuals, and may influence the mechanisms of the regional vulnerability to Aβ accumulation, which is prevented by ApoE.78 A coding mutation (A673T) in the APP gene that reduces the P-cleavage of APP may protect against AD and also against cognitive decline in the Caspase activity elderly without AD.79 Older persons with overall normal cognitive

function and preclinical AD changes by brain autopsy usually have lower scores on cognitive function Inhibitors,research,lifescience,medical tests, particularly episodic and working memory.24,54 Aβ biomarker studies also confirmed the relations between preclinical AD and Inhibitors,research,lifescience,medical cognition,80,81 and a clinicopathologic study indicated that elders with AD changes but without overt dementia are more likely to have memory complaints.82 The definition of nondemented subjects with AD pathology raises important questions regarding the cognitive Inhibitors,research,lifescience,medical profile of these people who are relatively protected from the devastating effects of AD-related lesions. A default hypothesis for AD is that it is a part of a “normal aging process,” such that plaques and tangles are secondary to aging or that the primary aging effect is on synapses and neurons independent of Inhibitors,research,lifescience,medical these morphological AD markers. AD is indeed a disease that accompanies human aging, but it is not an inevitable consequence of it.83,84 However, the suggestion that plaques and tangles may “cause” this disorder is oversimplified or even wrong, since accumulating evidence suggests that AD pathology represents effect rather than cause

or at least a host response to injury, equaling adaptive no or neuroprotective reactions.85 Many studies emphasize multiple additional pathologies in nondemented elders, in particular cerebrovascular lesions (CVLs), eg, small or large cerebral infarctions, lacunes, WMLs, in 22 up to almost 100%. 36,49,51-53 Evaluation of 336 cognitively normal (CN) seniors from four studies revealed moderately to frequent neuritic plaque density in 47%; of these 6% also had Braak stages V or VI; medullary, nigral, and cortical Lewy bodies in 15%, 8%, and 4%, respectively; cerebral microinfarcts in 33% and high-level cerebral microinfarcts in 10%. The burden of brain lesions and comorbidities varied widely within each study but was similar across studies.86 Among 418 nondemented participants of the Religious Order study (mean age 88.5±5.

1999), although once again results are not consistent which may r

1999), although once again results are not consistent which may relate to differences in nicotine administration (Hernandez and Terry 2005). Differences in NT expression in response to cigarette

smoking are likely dependent upon numerous factors, including the relative roles of nicotine and other components of cigarette smoke (e.g., free radicals) and the CB-839 mouse developmental stage at which exposure occurs. Given the key role of NTs in brain neurodevelopment, distortion to different NTs in early development may facilitate disordered growth in brain architecture (Abreu-Villaca et al. 2003a; DeBry and Tiffany 2008). Such effects may leave the overall system more vulnerable to disorders such Inhibitors,research,lifescience,medical as increased anxiety. If exposure occurs later, alterations to NTs may undermine normal compensatory

and protective mechanisms available to neuronal cells, leaving cells at greater risk of damage or induced apoptosis. Future studies should evaluate the roles of nicotine and other constituents of cigarette smoke on the levels of NTs correlated with anxiety and depressive behaviors in animal models, Inhibitors,research,lifescience,medical taking into account the different stages of development at which exposure can occur. Epigenetic effects The study of epigenetic changes in anxiety disorders is a relatively new field, although some preliminary evidence suggests that cigarette Inhibitors,research,lifescience,medical smoke may lead to changes in gene expression predisposing to increased anxiety. For example, smoking Inhibitors,research,lifescience,medical has been associated with epigenetic regulation of MAO-B via a reduction

in methylation of its gene promoter. This change leads to increased production of MAO-B persisting long after smoking is ceased (Launay et al. 2009) that can alter neurotransmitter concentrations. In addition, prenatal exposure to environmental tobacco smoke has been demonstrated to modify expression of genes controlling key functions such as synaptic function, neurogenesis, axonal growth, and cellular survival in the developing hippocampus (Mukhopadhyay et al. Inhibitors,research,lifescience,medical 2010). Data from cardiovascular research have also demonstrated the potential of gestational cigarette smoke exposure to upregulate expression of genes associated with Methisazone production of proinflammatory substances in developing primates, which may increase vulnerability to vascular disease in later life (Villablanca et al. 2010). In depression, preliminary research has identified interrelationships between levels of gene methylation and inflammatory mediators that may contribute to pathogenesis via alteration of tryptophan metabolism (Uddin et al. 2011). Investigation of epigenetic changes may provide insights into how cigarette smoking can impact gene expression in potentially contributing to pathogenesis of anxiety disorders, although empirical data are currently very limited. One potential genetic influence that could be explored is the role of prototoxin gene LYNX2. LYNX2 encodes for proteins that modulate activity of neuronal nAChRs, the neural target of smoking-ingested nicotine.

The identified data fields are presented in Table ​Table33 and ea

The identified data fields are presented in Table ​Table33 and each study included in the Review is compared across these data fields. In this Review it was considered too complex to include all data points from the above four reference documents; rather the items selected were done

so on the basis of being the minimum key parameters required for comparisons across international studies. Particular attention was paid to whether studies reported the Abbreviated Injury Scale [17], the Injury Severity Inhibitors,research,lifescience,medical Score (ISS) [18], ICD codes [19], the Glasgow Coma Score [20], the Revised Trauma Score [21] and the Trauma Injury Severity Score (TRISS) [22]. Table 3 A-priori identified patient characteristic, injury severity and outcome indicator data fields of interest Data collection process Using the a-priori identified data items of interest data was entered into a MS Excel Spreadsheet for the 13 relevant studies. One author (MF) performed the initial data extraction which was verified by Author JY. Review author YW further resolved questions Inhibitors,research,lifescience,medical of interpretation from Chinese to English in the source articles. Results Thirteen research click here papers were identified that met the Review inclusion Inhibitors,research,lifescience,medical criteria [23-35]. The three search strategies

identified 273 scientific papers, of which 143 were identified from Medline, 76 via the manual hand search and 54 from Chinese Academic Journals database. There were 268 unique papers following exclusion of five identified duplicate papers with 65 being hospital-based studies; of these, 13 were injury surveillance studies Inhibitors,research,lifescience,medical based in the emergency department (Table ​(Table44 Figure ​Figure11). Table 4 Article sub-types for hospital-based injury studies Description of the identified studies: patient characteristics and injury mechanisms The 13 emergency department injury surveillance studies (nine prospective; four retrospective) were grouped into four categories: 1. the ’25 emergency department’s studies’; Inhibitors,research,lifescience,medical 2. Prospective studies using the National Injury Surveillance System (NISS) Reporting Card; 3. Collaborative studies, and 4. Single centre

studies. Table ​Table55 details Astemizole the key aspects of each study and highlights the type of patient information collected. A brief description of each study is presented below both to provide the context for a discussion on the type of patient data collected and to fulfil Aim 1 of increasing the accessibility of Chinese injury surveillance research; in the main, the data discussed below is not presented in the Tables. Table 5 Summary of key study characteristics The ’25 emergency departments’ study The ’25 emergency departments’ study aimed to determine the type of patients attending hospital due to injury, to report the mode of transportation to hospital, and to document mortality outcomes. This study was reported in two papers [23,24].

Events during previous care episodes persist and create insecurit

Events during previous care episodes persist and create insecurity and unease in the here and now situations. One woman describes how she, after a previous care Navitoclax clinical trial episode, received a letter. The message in the letter was that she was considered as being diagnosed with dementia. The woman describes how

shocked and upset she became when receiving the letter; nobody had told her about the diagnosis during her stay in the hospital. Now that she is invited to participate in the team meeting, the thoughts of the previous situation came back to her and she describes how she prepared to “defend” herself if the same “accusation” came up again. Merleau-Ponty (2011/1945) describes how the lived body is extending towards the world and creates conditions for interpersonal dimensions. The extension of the lived body makes a connectedness with other humans possible and makes it possible to influence

other humans. Positive as well as negative relationships PD-332991 between humans are possible through the fact that humans’ worlds are shared and cohesive. The patient, who in the previous description received information about a diagnosis of dementia, describes that she felt annihilated and violated when receiving the letter. The letter’s message of dementia reduced the woman to mere biology. When being invited to the team meeting, not just the feeling of being annihilated is brought back to her, she also brings Ketanserin the feeling with her into the situation, mobilizes strength to meet it if it occurs again, and she is getting prepared to “defend herself.” The previous situation and the feelings it gave rise to stretches out and infiltrates the new situation which the woman is about to enter. What happens here and now persists in humans and will be present as thoughts, feelings and, at worst, insecurity about how future situations will be perceived and understood. In addition to the temporal dimension of the lived body as extending, there is also a dimension that can be described as intersubjective. This dimension can be exemplified in how

well-being stretches out beyond the self and towards other significant people, animals, or interests. When the own body is letting you down, well-being and a zest for life can emerge from meaningful relationships. Freedom and the opportunities of existence exist in the major and minor events of everyday life, where the driving force can be a longing for the family, a pet, or the ability to be able to bring your own food from your own kitchen. Freedom and humans’ “existential potential-for-being” are linked to Heidegger’s description of humans’ “thrownness” into existence; time and the spirit in which we live, as well as ageing and disease, mean a certain element of “throwness” into existence.

As these examples

show, autonomous 13C flux analysis—as a

As these examples

show, autonomous 13C flux analysis—as any automation—entails the risk that raw data of insufficient quality are processed. Therefore, the implementation of routines checking the quality of the original data, e.g. checking for detector overload and data of signals of insufficient intensity are crucial. In Flux-P, MDVs are removed from the analysis, if they cause improper flux ratios assuming a faulty MDV value of this particular fragment. However, equally possible is the use of incomplete or erroneous metabolic networks used for the flux ratio calculation. In order to prevent potentially Inhibitors,research,lifescience,medical wrong MDV exclusions and disclosing faulty networks, routines that check alternative network models have to be implemented. In summary, the automated analysis of 13C labeling data Inhibitors,research,lifescience,medical with Flux-P allows not only a fast pre-screening or initial analysis of large amounts of data but the fully automated calculation of high quality metabolic flux ratios and intracellular fluxes.

Observed differences from manually calculated flux distributions can be attributed to shortcomings of Inhibitors,research,lifescience,medical the analyzed data to unambiguously resolve all metabolic fluxes rather than to errors in the automated calculation. 3. Conclusions Existing software for 13C-based metabolic flux analysis—such as FiatFlux, OpenFLUX or 13CFLUX—supports experts in the complex analysis of intracellular fluxes, but requires several steps that have to be carried out manually, hence restricting their use for data interpretation to rather small numbers of experiments. Flux-P makes

it possible to automatically process 13C-based MFA of single as well as numerous input data sets. The interactive steps that are essential in the Inhibitors,research,lifescience,medical underlying software (FiatFlux in the current prototypical implementation) are replaced by specific scripts that emulate the user interaction, owing to the observation that the user acts, to a considerable extent, according to quantifiable criteria. In addition Inhibitors,research,lifescience,medical to the significant acceleration of the analysis process, Flux-P achieves a consistent analysis workflow and applies the same set of parameters to each data set, directly producing comparable enough results. We showed that it is easy to integrate software as services via the jETI technology as soon as it can be operated in headless mode. The functions of the software are then available as platform-independent services and can be used for agile workflow definition within Bio-jETI. Encouraged by the good results that we have obtained with the prototypic implementation described in this paper, we are going to follow the approach further. Next to the implementation of data quality and model validity checks, discussed in see more section 2.8, we envisage the implementation of the analytic framework presented by Rantanen et al.

Ruiz-Doblado, Carrizosa, and Hernandez (2003) also report a high

Ruiz-Doblado, Carrizosa, and Hernandez (2003) also report a high prevalence of mood, adjustment, and depressive

and anxiety disorders. A systematic review www.selleckchem.com/products/chir-99021-ct99021-hcl.html of 19 studies, on a total sample of 1271 participants, established there are negative psychological issues in patients with AA, particularly regarding “self-esteem, body image, and/or self-confidence,” (Tucker, 2009). There are individual differences in coping styles in adolescents with AA. Some adolescents are likely to adopt adaptive styles, whereas others tend to use maladaptive styles of coping (Cartwright, Endean, & Porter, 2009; Garcia, 2010). Cash, Santos, and Williams (2005) discussed three aspects of body image coping: avoidance, appearance fixing, and positive rational acceptance, suggesting Ku-0059436 manufacturer that such strategies develop in conditions that are likely to threaten or affect an individual’s self-concept and body image. Because of the unpredictable nature of AA, emotional coping and social support, as compared to problem-oriented coping strategies, play a significant role in dealing with hair loss (Stowell, Kiecolt-Glaser, & Glaser, 2001). Social situations may be anticipated as being fearful and create avoidance which could in turn generate more fear (Newell, 2000). Children with

AA find it challenging to handle bullying and ridicule at school (Hunt & McHale, 2005). Adolescents feel uncomfortable revealing their appearance-related concerns to peers which further produces feelings of isolation. Constant negative thoughts and language create anxiety, worry, and self-blame, all negative types of coping (Garcia, 2010). Coping style depends on sex and age; age and ethnicity have also been shown to mediate coping behaviours in adolescents with AA (Wilson, Pritchard, & Revalee, 2005). Seeking support from family and friends is effective in dealing with appearance-related concerns of people with a visible disfigurement (Rumsey, Clarke, White, Wyn-Williams, & Garlick, 2004). Thompson, Kent, and Smith (2002) propose

that living too with an appearance-changing illness is not linear and incremental. Factors such as personality traits, severity, and duration of the condition play a vital role with respect to the adaptation and coping process. Bereavement for one’s previous appearance is a part of adaptation and coping. A number of psychological adjustments are desirable before one can start reconciling with the altered appearance (Papadopolous & Bor, 1999). There are sex differences in the use of coping strategies by adolescents (Frydenberg & Lewis, 1996). Women face more negative psychosocial consequences with hair loss. Hair loss results in significant deterioration in women’s self-concept as compared to men (Freedman, 1994). The aim of this study is to gain an understanding of adolescents’ personal lived experiences of AA.

It is possible that some of the newer body-oriented therapies, di

It is possible that some of the newer body-oriented therapies, dialectical behavior therapy, or EMDR may yield benefits that traditional insight-oriented therapies lack. Making

meaning of the traumatic experience usually is not enough. Traumatized individuals need to have experiences that directly contradict the emotional helplessness and physical paralysis that accompany traumatic experiences. In many people with PTSD, such helplessness and paralysis become a Inhibitors,research,lifescience,medical habitual way of responding to stressful stimuli, further weakening their feelings of control over their destiny. The critical steps in treating PTSD can be summarized as follows (for more details see ref 114): Safety. When people’s own resources are inadequate to deal with threat, they need to rely on others to provide them with safety and care.

After having been traumatized, it is critical that the victim reestablishes contact with his or her natural social support system. If this system Inhibitors,research,lifescience,medical is inadequate to ensure the safety of the patient, institutional resources need to be mobilized the help the patient Inhibitors,research,lifescience,medical find a place to recover. Anxiety management. After the patient’s safety has been assured, there may be a need for a variety of psychological interventions. Patients need to learn to name the problems they face, and learn to formulate appropriate solutions. Assault victims must learn to distinguish between the real-life threats, and the haunting, irrational fears that are part of the disorder PTSD. If anxiety dominates, victims need to be helped to strengthen their coping skills. Practical

anxiety management GDC-0199 cell line skills training may Inhibitors,research,lifescience,medical include deep muscle relaxation, breathing control, role-playing, covert modeling, thought stopping, and guided self-dialogue. Emotional processing. In order to put the event(s) in perspective, the victim needs to reexperience the event without feeling helpless. Traditionally, following Freud’s notion that words can substitute Inhibitors,research,lifescience,medical for action to resolve a trauma (1893),115 this has been done by helping PD184352 (CI-1040) people to talk about their entire experience.13-64, 116 They are asked to articulate what they think happened, and what led up to it; their own contributions to what happened, their thoughts and fantasies during the event, what was the worst part of it, and their reactions to the event in detail, including how it has affected their perceptions of themselves and others. Such exposure therapy is thought to promote symptom reduction by allowing patients to realize that: (i) remembering the trauma is not equivalent to experiencing it again; (ii) that the experience had a beginning, middle, and end, and that the event now belongs to one’s personal history.

2009) The authors proposed that the increased SMA activation dur

2009). The authors proposed that the increased SMA activation during the motor task might be due to a compensatory mechanism involving other brain regions afferent to SMA, an increased local synaptic activity

or both, reflecting altered regional neurophysiology and being consistent with MDMA-induced alterations in the basal ganglia-thalamocortical circuit due to MDMA neurotoxicity, although additional research is warranted here (Karageorgiou et al. 2009). To summarize, impaired response inhibition in cocaine users compared with HCs was reflected Inhibitors,research,lifescience,medical by lower activations in the (dorsal) ACC, lateral PFC, and pre-SMA. These findings are corroborated by a volumetric study showing decreased gray matter volume of the ACC in addition to superior temporal regions, and insula in cocaine users (Franklin et al. 2002), and a resting-state PET study showing decreased metabolic activity in the ACC and OFC (Volkow et al. 1993). This prefrontal dysregulation (decreased activity) is consistent with the I-RISA theory on Inhibitors,research,lifescience,medical the role of impaired response inhibition. However, there is a clear need for functional

imaging studies investigating Inhibitors,research,lifescience,medical inhibitory control in other stimulant addictions such as nicotine, (meth-)amphetamine, and caffeine use. A general methodological issue is that most studies published to date do not sufficiently control for the duration of abstinence (or time since last use). In addition, conflicting findings have been reported regarding rostral ACC, which was found to be less active in one study (Li et al. 2008) and more active in another

study (Bolla et al. 2004). These discrepancies could be due to differences in imaging modalities or task paradigms (see Table 3). Table 3 Overview of the selected reviewed Inhibitors,research,lifescience,medical articles on motor and cognitive impulsivity in substance abusers compared to nondrug using control participants Imaging studies on cognitive impulsivity Methamphetamine-dependent users displayed higher delay discounting with difficult choices (i.e., choices close to the indifference point, where subjects are presumed to have equal preferences Inhibitors,research,lifescience,medical regarding immediate vs. delayed rewards) versus easy choices, resulting in lower activations found of the left DLPFC and intraparietal sulcus (IPS) compared with HCs (Monterosso et al. 2007). However, no significant correlations between brain activation patterns and discounting rates were observed (Monterosso et al. 2007). In a study by Hoffman et al. (2008), abstinent methamphetamine users showed a significantly stronger preference for immediate Alisertib rewards than HCs with lower activation in the precuneus and right caudate nucleus, ACC, and DLPFC. Here, low activation of the amygdala, DLPFC, posterior cingulate, and posterior parietal cortex was correlated with higher discounting rates. In addition, abstinent methamphetamine users exhibited more activation during easy choices and showed less activation differences between easy and difficult choices (Hoffman et al. 2008). Recently, Meade et al.