Motor unit number estimation - A Bayesian approach

All muscle contractions are dependent on the functioning of motor units. In diseases such as amyotrophic lateral sclerosis (ALS), progressive loss of motor units leads to gradual paralysis. A major difficulty in the search for a treatment for these diseases has been the lack of a reliable measure of disease progression. One possible measure would be an estimate of the number of surviving motor units. Despite over 30 years of motor unit number estimation (MUNE), all proposed methods have been met with practical and theoretical objections. Our aim is to develop a method of MUNE that overcomes these objections. We record the compound muscle action potential (CMAP) from a selected muscle in response to a graded electrical stimulation applied to the nerve. As the stimulus increases, the threshold of each motor unit is exceeded, and the size of the CMAP increases until a maximum response is obtained. However, the threshold potential required to excite an axon is not a precise value but fluctuates over a small range leading to probabilistic activation of motor units in response to a given stimulus. When the threshold ranges of motor units overlap, there may be alternation where the number of motor units that fire in response to the stimulus is variable. This means that increments in the value of the CMAP correspond to the firing of different combinations of motor units. At a fixed stimulus, variability in the CMAP, measured as variance, can be used to conduct MUNE using the "statistical" or the "Poisson" method. However, this method relies on the assumptions that the numbers of motor units that are firing probabilistically have the Poisson distribution and that all single motor unit action potentials (MUAP) have a fixed and identical size. These assumptions are not necessarily correct. We propose to develop a Bayesian statistical methodology to analyze electrophysiological data to provide an estimate of motor unit numbers. Our method of MUNE incorporates the variability of the threshold, the variability between and within single MUAPs, and baseline variability. Our model not only gives the most probable number of motor units but also provides information about both the population of units and individual units. We use Markov chain Monte Carlo to obtain information about the characteristics of individual motor units and about the population of motor units and the Bayesian information criterion for MUNE. We test our method of MUNE on three subjects. Our method provides a reproducible estimate for a patient with stable but severe ALS. In a serial study, we demonstrate a decline in the number of motor unit numbers with a patient with rapidly advancing disease. Finally, with our last patient, we show that our method has the capacity to estimate a larger number of motor units.

Letter to Robert Nelles from James C. Henderson and Co.

Letter to Robert Nelles from James C. Henderson and Co. requesting money, Nov. 25, 1850.

Letter to Robert F. Nelles from James C. Henderson and Co

Letter to Robert F. Nelles from James C. Henderson and Co. acknowledging payment, Jan. 25, 1851.

Promissory note to James C. Henderson and Co. signed by Robert F. Nelles

Promissory note to James C. Henderson and Co. signed by Robert F. Nelles, May 8, 1850.

Life of James Henderson, M.D. : ... medical missionary to China.

Mode of access: Internet.

The complete poetical works of Robert Burns.

The text is that of the Centennary editor, edited by W. E. Henley and T. F. Henderson. cf. Publisher's note.

The complete poetical works of Robert Burns.

"Robert Burns: life, genius, achievement, by W. E. Henley": p. [xii]-lxvi.

The Historical Thesaurus and the sentimental language of Robert Burns

This thesis demonstrates a new methodology for the linguistic analysis of literature drawing on the data within The Historical Thesaurus of the Oxford English Dictionary (2009). Developing ideas laid out by Carol McGuirk in her book Robert Burns and the Sentimental Era (1985), this study offers a novel approach to the cultural connections present in the sentimental literature of the eighteenth century, with specific reference to Robert Burns. In doing so, it responds to the need to “stop reading Burns through glossaries and start reading him through dictionaries, thesauruses and histories”, as called for by Murray Pittock (2012). Beginning by situating the methodology in linguistic theory, this thesis goes on firstly to illustrate the ways in which such an approach can be deployed to assess existing literary critical ideas. The first chapter does this testing by examining McGuirk’s book, while simultaneously grounding the study in the necessary contextual background. Secondly, this study investigates, in detail, two aspects of Burns’s sentimental persona construction. Beginning with his open letter ‘The Address of the Scotch Distillers’ and its sentimental use of the language of the Enlightenment, and moving on to one of Burns’s personas in his letters to George Thomson, this section illustrates the importance of persona construction in Burns’s sentimental ethos. Finally, a comprehensive, evidence-based, comparison of linguistic trends examines the extent to which similar sentimental language is used by Burns and Henry Mackenzie, Laurence Sterne, William Shenstone and Samuel Richardson. This thesis shows how this new methodology is a valuable new tool for those involved in literary scholarship. For the first time in any comprehensive way the Historical Thesaurus can be harnessed to make new arguments in literary criticism.

Building an effective trade practices commission : the role of Professor Robert Baxt AO

Bob Baxt, the third Chairman of the Trade Practices Commission, served for a single three year term from 1988 to 1991. He followed Bob McComas, who had deliberately adopted a non-litigious approach to preserving the competitive process, believing that he understood business as an insider and that much of what it did was not anti-competitive, when correctly viewed. Baxt was far more pro-active in his approach, and more closely aligned with that of the first Chairman, Ron Bannerman. Baxt sought to push the frontiers of investigation and precedent, and perhaps, more significantly, sought to influence his Ministers, the government, public servants and public opinion about the need to expand the coverage of the Trade Practices Act, increase penalties and properly resource the Commission so that it could perform its assigned roles. This article examines Baxt’s early and on-going role in teaching Australian students and professionals through his interdisciplinary Trade Practices Workshops, the political context of Baxt’s tenure, including his relations with the Attorney-General ,Michael Duffy, and his skilful handling of the Queensland Wire case.

Letter To Robert Lowell

Poem