Denoising task-related fMRI: Balancing noise reduction against signal loss.

Preprocessing fMRI data requires striking a fine balance between conserving signals of interest and removing noise. Typical steps of preprocessing include motion correction, slice timing correction, spatial smoothing, and high-pass filtering. However, these standard steps do not remove many sources of noise. Thus, noise-reduction techniques, for example, CompCor, FIX, and ICA-AROMA have been developed to further improve the ability to draw meaningful conclusions from the data. The ability of these techniques to minimize noise while conserving signals of interest has been tested almost exclusively in resting-state fMRI and, only rarely, in task-related fMRI. Application of noise-reduction techniques to task-related fMRI is particularly important given that such procedures have been shown to reduce false positive rates. Little remains known about the impact of these techniques on the retention of signal in tasks that may be associated with systemic physiological changes. In this paper, we compared two ICA-based, that is FIX and ICA-AROMA, two CompCor-based noise-reduction techniques, that is aCompCor, and tCompCor, and standard preprocessing using a large (n = 101) fMRI dataset including noxious heat and non-noxious auditory stimulation. Results show that preprocessing using FIX performs optimally for data obtained using noxious heat, conserving more signals than CompCor-based techniques and ICA-AROMA, while removing only slightly less noise. Similarly, for data obtained during non-noxious auditory stimulation, FIX noise-reduction technique before analysis with a covariate of interest outperforms the other techniques. These results indicate that FIX might be the most appropriate technique to achieve the balance between conserving signals of interest and removing noise during task-related fMRI.

Dissociation between individual differences in self-reported pain intensity and underlying fMRI brain activation.

Pain is an individual experience. Previous studies have highlighted changes in brain activation and morphology associated with within- and interindividual pain perception. In this study we sought to characterize brain mechanisms associated with between-individual differences in pain in a sample of healthy adolescent and adult participants (N = 101). Here we show that pain ratings varied widely across individuals and that individuals reported changes in pain evoked by small differences in stimulus intensity in a manner congruent with their pain sensitivity, further supporting the utility of subjective reporting as a measure of the true individual experience. Furthermore, brain activation related to interindividual differences in pain was not detected, despite clear sensitivity of the Blood Oxygenation Level-Dependent (BOLD) signal to small differences in noxious stimulus intensities within individuals. These findings suggest fMRI may not be a useful objective measure to infer reported pain intensity.

Chronic pain in pachyonychia congenita: evidence for neuropathic origin.

BACKGROUND: Pachyonychia congenita (PC) is a rare autosomal dominant skin disease, with chronic pain being the most prominent complaint. Histological studies showing alterations in sensory innervation, along with reports on alterations in mechanical sensitivity, suggest that PC may be a form of neuropathy. OBJECTIVES: Here, for the first time, we aim to evaluate systematically the sensory function of patients with PC vs. controls, in order to investigate the pathophysiology of PC. METHODS: Patients (n = 62) and controls (n = 45) completed the McGill and Douleur Neuropathique-4 (DN4) questionnaires. Sensory testing included detection and pain thresholds, pathological sensations, conditioned pain modulation (CPM) and temporal summation of pain. RESULTS: A moderate-to-severe chronic pain in the feet, throbbing and stabbing in quality, was highly prevalent among patients with PC (86%) and was especially debilitating during weight bearing. In addition, the majority of patients had a DN4 score ≥ 4 (62%), static allodynia (55%) and tingling (53%) in the feet. Compared with controls, patients with PC exhibited thermal and mechanical hypoaesthesia and mechanical hyperalgesia in the feet. CPM was reduced among the patients, and was associated with more enhanced mechanical hyperalgesia in the feet. The specific gene and nature of the causative mutation did not affect any of these features. CONCLUSIONS: Although thermal and mechanical hypoaesthesia may result from thicker skin, its presentation in painful regions, along with mechanical hyperalgesia and allodynia, point towards the possibility of neuropathic changes occurring in PC. The clinical features and DN4 scores support this possibility and therefore neuropathic pain medications may be beneficial for patients with PC.

Preoperative preemptive drug administration for acute postoperative pain: A systematic review and meta-analysis.

Preoperative administration of pharmacological substances, such as non-steroidal anti-inflammatory drugs or opioids, has been gaining acclaim as a preemptive measure to minimize postoperative pain. This systematic review and meta-analysis aimed at evaluating the effectiveness of this approach in adults undergoing surgical procedures. MEDLINE, EMBASE and the Cochrane Central Register were searched from inception through January 2015. Data from randomized placebo-controlled trials were screened, extracted and assessed for risk of bias according to The Cochrane Collaboration's Tool by two independent authors. The primary outcome measure was reduction in postoperative analgesic consumption during 24 h post surgery; effects were described as mean differences between the drug and placebo arms with corresponding 95% confidence intervals (CIs) and were pooled using random-effects models. Potential publication bias was tested using funnel plots and Egger's regression test for funnel plot asymmetry. Screened were 511 records, of which 39 were included in the final synthesis with data from 3172 patients. A significant reduction in postoperative analgesic consumption was observed using preoperative administration of non-steroidal anti-inflammatory drugs (NSAIDs; 95% CI, -0.61 to -0.14; 31 comparisons), chiefly by the COX-2 inhibitors class (95% CI, -0.95 to -0.33; 13 comparisons). Significant reduction was also observed for gabapentin (95% CI, -1.60 to -0.38; 6 comparisons). No significant effects were observed using opioids, propionic acids or oxicam derivatives. WHAT DOES THIS REVIEW ADD?: Current analyses endorse the effectiveness of COX-2 inhibitors and gabapentin in reducing acute postoperative pain when administered preemptively presurgery. Such corroboration is not found for opioids and other NSAID classes.

Associations between autonomic dysfunction and pain in chemotherapy-induced polyneuropathy.

BACKGROUND: Autonomic neuropathy, a relatively common complication of several chemotherapy agents, can affect the vagus nerve and its pain inhibitory capacity, thus increasing sensitivity to pain. This study aimed to evaluate the relationships between autonomic parasympathetic function and the perception of (1) spontaneous pain; (2) experimental non-painful sensations; and (3) experimental painful sensations in chemotherapy-induced neuropathy patients. METHODS: Twenty-seven cancer patients with chemotherapy-induced polyneuropathy were enrolled (20 women, age 56.6 ± 7.9). Autonomic parameters of heart rate variability, deep-breathing and Valsalva ratios, experimental non-painful parameters of warm, cold and mechanical detection thresholds, and painful parameters of heat pain thresholds, pain rating of suprathreshold stimulus, mechanical temporal summation and conditioned pain modulation response were examined. RESULTS: Autonomic parameters and spontaneous pain levels were not associated, yet autonomic parameters were positively correlated with non-painful sensations - milder autonomic neuropathy was accompanied by milder sensory neuropathy as indicated by several parameters, e.g., lower Valsalva ratio was correlated with higher warmth detection threshold (r = -0.465; p = 0.033). Autonomic parameters were, however, negatively correlated with painful sensations - lower parasympathetic-vagal activity was associated with higher pain sensitivity as indicated by several parameters, e.g., lower Valsalva ratio was correlated with higher pain rating of suprathreshold stimulus (r = -0.559; p = 0.008). CONCLUSIONS: Diminished vagal function due to neuropathy is associated with, and may possibly underlie, pain disinhibition expressed as greater levels of experimental pain.