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1.
Pain Med ; 19(7): 1425-1435, 2018 Jul 01.
Article in English | MEDLINE | ID: mdl-29474648

ABSTRACT

OBJECTIVE: Despite the high prevalence of chronic multisite pain, there is little consensus on methods to characterize it. Commonly used assessments report only one dimension of pain, that is, intensity, thus ignoring the spatial aspect of pain. We developed a novel pain quantification index, the Integrated Pain Quantification Index (IPQI), on a scale of 0 to 1 that integrates multiple distinct pain measures into a single value, thus representing multidimensional pain information with a single value. DESIGN: Single-visit, noninterventional, epidemiological study. SETTING: Fourteen outpatient multidisciplinary pain management programs. PATIENTS: Patients with chronic pain of the trunk and/or limbs for at least six months with average overall pain intensity of at least 5 on the numeric rating scale. METHODS: Development of IPQI was performed in a large population (N = 810) of chronic pain patients from the Multiple Areas of Pain (MAP) study. RESULTS: Prevalence of two or more noncontiguous painful areas was at 88.3% (95% confidence interval [CI] = 0.86-0.90), with a mean of 6.3 areas (SD = 5.57 areas). Prevalence of more than 10% body area in pain was at 52.8% (95% CI = 0.49-0.56), with a mean at 16.1% (17.16%). On average, IPQI values were near the middle of the scale, with mean and median IPQI at 0.52 (SD = 0.13) and 0.55, respectively. The IPQI was generalizable and clinically relevant across all domains recommended by the Initiative on Methods, Measurement, and Pain Assessment in Clinical Trials. CONCLUSIONS: IPQI provided a single pain score for representing complex, multidimensional pain information on one scale and has implications for comparing pain populations across longitudinal clinical trials.


Subject(s)
Chronic Pain/diagnosis , Pain Measurement/methods , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Surveys and Questionnaires , Young Adult
2.
Expert Rev Med Devices ; 14(8): 663-668, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28662588

ABSTRACT

BACKGROUND: Advances in spinal cord stimulation (SCS) have improved patient outcomes, leading to its increased utilization for chronic pain. Chronic pain is dynamic showing exacerbations, variable severity, and evolving pain patterns. Given this complexity, SCS systems that provide a broad range of stimulation waveforms may be valuable. METHODS: The aim of this research was to characterize the usage pattern of stimulation waveforms and field shapes in chronic pain patients implanted with the Spectra System. A review of daily device usage in a cohort of 250 patients implanted for a minimum duration of one month was conducted. RESULTS: With follow-ups ranging between 1 month and 1 year post-implant, 72.8% of patients used Standard Rate, 34.8% Anode Intensification, 23.2% Higher Rate, and 8.4% Burst stimulation waveforms. Collectively, 60% used 1 or more advanced waveforms, either exclusively or along with Standard Rate. A trend showed patients continuing to use up to 3 programs one year post-implant. CONCLUSION: When given a choice, SCS patients often utilize a variety of waveforms, suggesting that patients may benefit from a single system that provides multiple waveforms and field shapes to customize therapy and improve efficacy.


Subject(s)
Chronic Pain/therapy , Patient Preference , Spinal Cord Stimulation/instrumentation , Cohort Studies , Humans , Spinal Cord Stimulation/methods
3.
Pain Med ; 18(8): 1534-1548, 2017 Aug 01.
Article in English | MEDLINE | ID: mdl-28108641

ABSTRACT

BACKGROUND: The aim of this study was to determine whether spinal cord stimulation (SCS) using 3D neural targeting provided sustained overall and low back pain relief in a broad routine clinical practice population. STUDY DESIGN AND METHODS: This was a multicenter, open-label observational study with an observational arm and retrospective analysis of a matched cohort. After IPG implantation, programming was done using a patient-specific, model-based algorithm to adjust for lead position (3D neural targeting) or previous generation software (traditional). Demographics, medical histories, SCS parameters, pain locations, pain intensities, disabilities, and safety data were collected for all patients. RESULTS: A total of 213 patients using 3D neural targeting were included, with a trial-to-implant ratio of 86%. Patients used seven different lead configurations, with 62% receiving 24 to 32 contacts, and a broad range of stimulation parameters utilizing a mean of 14.3 (±6.1) contacts. At 24 months postimplant, pain intensity decreased significantly from baseline (ΔNRS = 4.2, N = 169, P < 0.0001) and even more in in the severe pain subgroup (ΔNRS = 5.3, N = 91, P < 0.0001). Axial low back pain also decreased significantly from baseline to 24 months (ΔNRS = 4.1, N = 70, P < 0.0001, on the overall cohort and ΔNRS = 5.6, N = 38, on the severe subgroup). Matched cohort comparison with 213 patients treated with traditional SCS at the same centers showed overall pain responder rates of 51% (traditional SCS) and 74% (neural targeting SCS) and axial low back pain responder rates of 41% and 71% in the traditional SCS and neural targeting SCS cohorts, respectively. Lastly, complications occurred in a total of 33 of the 213 patients, with a 1.6% lead replacement rate and a 1.6% explant rate. CONCLUSIONS: Our results suggest that 3D neural targeting SCS and its associated hardware flexibility provide effective treatment for both chronic leg and chronic axial low back pain that is significantly superior to traditional SCS.


Subject(s)
Algorithms , Imaging, Three-Dimensional/methods , Low Back Pain/therapy , Spinal Cord Stimulation/methods , Adult , Aged , Female , Humans , Male , Middle Aged
4.
Neuromodulation ; 14(4): 330-5; discussion 335-6, 2011.
Article in English | MEDLINE | ID: mdl-21992427

ABSTRACT

OBJECTIVE: This paper presents the protocol of the EVIDENCE study, a multicenter multinational randomized controlled trial to assess the effectiveness and cost-effectiveness of spinal cord stimulation (SCS) with rechargeable pulse generator versus re-operation through 36-month follow-up in patients with failed back surgery syndrome. STUDY DESIGN: Study subjects have neuropathic radicular leg pain exceeding or equaling any low back pain and meet specified entry criteria. One-to-one randomization is stratified by site and by one or more prior lumbosacral operations. The sample size of 132 subjects may be adjusted to between 100 and 200 subjects using a standard adaptive design statistical method with pre-defined rules. Crossover treatment is possible. Co-primary endpoints are proportion of subjects reporting ≥ 50% leg pain relief without crossover at 6 and at 24 months after SCS screening trial or re-operation. Insufficient pain relief constitutes failure of randomized treatment, as does crossover. Secondary endpoints include cost-effectiveness; relief of leg, back, and overall pain; change in disability and quality of life; and rate of crossover. We are collecting data on subject global impression of change, patient satisfaction with treatment, employment status, pain/paresthesia overlap, SCS programming, and adverse events. DISCUSSION: As the first multicenter randomized controlled trial of SCS versus re-operation and the first to use only rechargeable SCS pulse generators, the EVIDENCE study will provide up-to-date evidence on the treatment of failed back surgery syndrome.


Subject(s)
Electric Stimulation Therapy/economics , Failed Back Surgery Syndrome/therapy , Spinal Cord/physiology , Cost-Benefit Analysis , Electric Stimulation Therapy/methods , Humans , Reoperation/economics , Research Design
5.
Hum Mol Genet ; 18(5): 835-46, 2009 Mar 01.
Article in English | MEDLINE | ID: mdl-19050040

ABSTRACT

A gene's transcriptional output is the combined product of two inputs: diffusible factors in the cellular milieu acting in trans, and chromatin state acting in cis. Here, we describe a strategy for dissecting the relative contribution of cis versus trans mechanisms to gene regulation. Referred to as trans complementation, it entails fusing two disparate cell types and searching for genes differentially expressed between the two genomes of fused cells. Any differential expression can be causally attributed to cis mechanisms because the two genomes of fused cells share a single homogenized milieu in trans. This assay uncovered a state of transcriptional competency that we termed 'occluded' whereby affected genes are silenced by cis-acting mechanisms in a manner that blocks them from responding to the trans-acting milieu of the cell. Importantly, occluded genes in a given cell type tend to include master triggers of alternative cell fates. Furthermore, the occluded state is maintained during cell division and is extraordinarily stable under a wide range of physiological conditions. These results support the model that the occlusion of lineage-inappropriate genes is a key mechanism of cell fate restriction. The identification of occluded genes by our assay provides a hitherto unavailable functional readout of chromatin state that is distinct from and complementary to gene expression status.


Subject(s)
Gene Expression Regulation , Gene Silencing , Genetic Complementation Test , Animals , Cell Fusion , Cell Line , Crosses, Genetic , Gene Expression Profiling , Humans , Mice , Models, Genetic , Oligonucleotide Array Sequence Analysis , Transcription, Genetic
6.
Trends Neurosci ; 31(12): 637-44, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18848363

ABSTRACT

Human evolution is characterized by a rapid increase in brain size and complexity. Decades of research have made important strides in identifying anatomical and physiological substrates underlying the unique features of the human brain. By contrast, it has become possible only very recently to examine the genetic basis of human brain evolution. Through comparative genomics, tantalizing insights regarding human brain evolution have emerged. The genetic changes that potentially underlie human brain evolution span a wide range from single-nucleotide substitutions to large-scale structural alterations of the genome. Similarly, the functional consequences of these genetic changes vary greatly, including protein-sequence alterations, cis-regulatory changes and even the emergence of new genes and the extinction of existing ones. Here, we provide a general review of recent findings into the genetic basis of human brain evolution, highlight the most notable trends that have emerged and caution against over-interpretation of current data.


Subject(s)
Brain/physiology , Evolution, Molecular , Hominidae/genetics , Nerve Tissue Proteins/genetics , Animals , Humans
7.
Hum Mol Genet ; 16(6): 600-8, 2007 Mar 15.
Article in English | MEDLINE | ID: mdl-17220170

ABSTRACT

Recent studies have made great strides towards identifying putative genetic events underlying the evolution of the human brain and its emergent cognitive capacities. One of the most intriguing findings is the recurrent identification of adaptive evolution in genes associated with primary microcephaly, a developmental disorder characterized by severe reduction in brain size and intelligence, reminiscent of the early hominid condition. This has led to the hypothesis that the adaptive evolution of these genes has contributed to the emergence of modern human cognition. As with other candidate loci, however, this hypothesis remains speculative due to the current lack of methodologies for characterizing the evolutionary function of these genes in humans. Two primary microcephaly genes, ASPM and Microcephalin, have been implicated not only in the adaptive evolution of the lineage leading to humans, but in ongoing selective sweeps in modern humans as well. The presence of both the putatively adaptive and neutral alleles at these loci provides a unique opportunity for using normal trait variation within humans to test the hypothesis that the recent selective sweeps are driven by an advantage in cognitive abilities. Here, we report a large-scale association study between the adaptive alleles of these genes and normal variation in several measures of IQ. Five independent samples were used, totaling 2393 subjects, including both family-based and population-based datasets. Our overall findings do not support a detectable association between the recent adaptive evolution of either ASPM or Microcephalin and changes in IQ. As we enter the post-genomic era, with the number of candidate loci underlying human evolution growing rapidly, our findings highlight the importance of direct experimental validation in elucidating their evolutionary role in shaping the human phenotype.


Subject(s)
Biological Evolution , Brain/anatomy & histology , Intelligence/genetics , Nerve Tissue Proteins/genetics , Adolescent , Adult , Alleles , Brain/metabolism , Cell Cycle Proteins , Child , Cytoskeletal Proteins , Evolution, Molecular , Family , Female , Genotype , Humans , Male , Microcephaly/genetics , Molecular Biology , Organ Size , Polymorphism, Single Nucleotide
8.
J Biomed Discov Collab ; 1: 18, 2006 Nov 29.
Article in English | MEDLINE | ID: mdl-17134487

ABSTRACT

In 1970, Karl Pribram took on the immense challenge of asking the question, what makes us human? Nearly four decades later, the most significant finding has been the undeniable realization of how incredibly subtle and fine-scaled the unique biological features of our species must be. The recent explosion in the availability of large-scale sequence data, however, and the consequent emergence of comparative genomics, are rapidly transforming the study of human evolution. The field of comparative genomics is allowing us to reach unparalleled resolution, reframing our questions in reference to DNA sequence--the very unit that evolution operates on. But like any reductionist approach, it comes at a price. Comparative genomics may provide the necessary resolution for identifying rare DNA sequence differences in a vast sea of conservation, but ultimately we will have to face the challenge of figuring out how DNA sequence divergence translates into phenotypic divergence. Our goal here is to provide a brief outline of the major findings made in the study of human brain evolution since the Pribram lecture, focusing specifically on the field of comparative genomics. We then discuss the broader implications of these findings and the future challenges that are in store.

9.
Proc Natl Acad Sci U S A ; 103(48): 18178-83, 2006 Nov 28.
Article in English | MEDLINE | ID: mdl-17090677

ABSTRACT

At the center of the debate on the emergence of modern humans and their spread throughout the globe is the question of whether archaic Homo lineages contributed to the modern human gene pool, and more importantly, whether such contributions impacted the evolutionary adaptation of our species. A major obstacle to answering this question is that low levels of admixture with archaic lineages are not expected to leave extensive traces in the modern human gene pool because of genetic drift. Loci that have undergone strong positive selection, however, offer a unique opportunity to identify low-level admixture with archaic lineages, provided that the introgressed archaic allele has risen to high frequency under positive selection. The gene microcephalin (MCPH1) regulates brain size during development and has experienced positive selection in the lineage leading to Homo sapiens. Within modern humans, a group of closely related haplotypes at this locus, known as haplogroup D, rose from a single copy approximately 37,000 years ago and swept to exceptionally high frequency (approximately 70% worldwide today) because of positive selection. Here, we examine the origin of haplogroup D. By using the interhaplogroup divergence test, we show that haplogroup D likely originated from a lineage separated from modern humans approximately 1.1 million years ago and introgressed into humans by approximately 37,000 years ago. This finding supports the possibility of admixture between modern humans and archaic Homo populations (Neanderthals being one possibility). Furthermore, it buttresses the important notion that, through such adminture, our species has benefited evolutionarily by gaining new advantageous alleles. The interhaplogroup divergence test developed here may be broadly applicable to the detection of introgression at other loci in the human genome or in genomes of other species.


Subject(s)
Adaptation, Biological/genetics , Alleles , Biological Evolution , Brain/metabolism , Hominidae/genetics , Nerve Tissue Proteins/genetics , Animals , Humans , Models, Genetic , Reproduction/genetics
10.
Science ; 309(5741): 1717-20, 2005 Sep 09.
Article in English | MEDLINE | ID: mdl-16151009

ABSTRACT

The gene Microcephalin (MCPH1) regulates brain size and has evolved under strong positive selection in the human evolutionary lineage. We show that one genetic variant of Microcephalin in modern humans, which arose approximately 37,000 years ago, increased in frequency too rapidly to be compatible with neutral drift. This indicates that it has spread under strong positive selection, although the exact nature of the selection is unknown. The finding that an important brain gene has continued to evolve adaptively in anatomically modern humans suggests the ongoing evolutionary plasticity of the human brain. It also makes Microcephalin an attractive candidate locus for studying the genetics of human variation in brain-related phenotypes.


Subject(s)
Biological Evolution , Brain/anatomy & histology , Nerve Tissue Proteins/genetics , Selection, Genetic , Adaptation, Biological , Alleles , Amino Acid Substitution , Asian People/genetics , Black People/genetics , Brain/physiology , Cell Cycle Proteins , Cytoskeletal Proteins , Exons , Gene Conversion , Gene Frequency , Genetic Variation , Genotype , Haplotypes , Humans , Linkage Disequilibrium , Microcephaly/genetics , Organ Size , Polymorphism, Genetic , Recombination, Genetic , Sequence Analysis, DNA , Time , White People/genetics
11.
Science ; 309(5741): 1720-2, 2005 Sep 09.
Article in English | MEDLINE | ID: mdl-16151010

ABSTRACT

The gene ASPM (abnormal spindle-like microcephaly associated) is a specific regulator of brain size, and its evolution in the lineage leading to Homo sapiens was driven by strong positive selection. Here, we show that one genetic variant of ASPM in humans arose merely about 5800 years ago and has since swept to high frequency under strong positive selection. These findings, especially the remarkably young age of the positively selected variant, suggest that the human brain is still undergoing rapid adaptive evolution.


Subject(s)
Biological Evolution , Brain/anatomy & histology , Nerve Tissue Proteins/genetics , Selection, Genetic , Adaptation, Biological , Animals , Asian People/genetics , Black People , Brain/physiology , Gene Conversion , Gene Frequency , Genotype , Haplotypes , Humans , Linkage Disequilibrium , Models, Genetic , Organ Size , Pan troglodytes/genetics , Phylogeny , Polymorphism, Genetic , Recombination, Genetic , Sequence Analysis, DNA , Time , White People
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