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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>On universal nature of periods spectrum in time series of planaria chemiluminescence</article-title>
      </title-group>
      <contrib-group>
        <aff id="aff0">
          <label>0</label>
          <institution>Institute of Theoretical and Experimental Biophysics of RAS</institution>
          ,
          <addr-line>Pushchino</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>M.V. Lomonosov Moscow State University, Biological Faculty</institution>
          ,
          <addr-line>Moscow</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Pushchino State Institute of Natural Sciences</institution>
          ,
          <addr-line>Pushchino</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>V.A. Panchelyuga</institution>
        </aff>
      </contrib-group>
      <abstract>
        <p>A local fractal analysis by all permutations method (APM) was developed. APM-analysis of noise-like time series of alpha decay rate fluctuations made it possible to reveal the spectrum of periods in the range of 1-120 min. The connection of this spectrum with the spectrum of the Earth natural oscillations was shown, and an assumption was made about its universal character, which means that it is present in fluctuations of processes of various nature. In this work, the APM method was used to study the noise-like time series of planarium chemiluminescence fluctuations. A spectrum of periods ranging from minutes to two hours has been obtained. A detailed coincidence of the found spectrum with the spectrum that we found earlier is shown. The results of present study confirm this earlier assumption about the universal nature of the detected spectrum of periods. For the mentioned range of periods, there were shown not only the close relationship of the found spectrum with the spectrum of the Earth's natural oscillations, but also its universal character: the spectra of the periods found for fluctuation in the systems of various nature (physical, chemical, biological) always coincided with the corresponding part of the found spectrum.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        The report considers the result of applying the local
fractal analysis by all permutations method (APM) [
        <xref ref-type="bibr" rid="ref11 ref6">1-2</xref>
        ]
to the study of noise-like time series of planaria
chemoluminescence. The APM-method synthesized in
itself the basic ideas of the method of minimal cover
(MMC) [3] with the requirement of the invariance of
fractal dimension with respect to linear transformations
(shifts, dilatation, mirror reflections), as well as with
respect to permutations of elements of a time series
segment on the basis of which the fractal dimension is
calculated. The latter property is a distinctive feature of the
APM-method, which gives it a number of unique
properties. The most important of them is locality - the
ability to calculate the fractal dimension for short (tens of
points) segments of the analyzed time series. This means
that, in contrast to the MMC-method for N = 2n points
segment, the APM-method allows us to analyze N - 1
scales, rather than n, as in the MMC-method. As a result,
the value of N can be significantly reduced, but at the same
time, the accuracy of the calculation of the fractal
dimension increases significantly.
      </p>
      <p>One of the first results of the use of the APM for the
analysis of noise-like time series is the study of a 329-day
array of alpha-decay rate fluctuations. As a result of this
analysis, a stable set of periods was found in the range of
1-115 min [4-5]. It was shown that the periods found in
[45] were in good agreement with the periods of the Earth's
natural oscillations. This coincidence was manifested for
both classical (with periods up to 52-56 min) and for
Earth's long-wave oscillations (with periods that exceed
52-56 min).</p>
      <p>In the course of further studies, application of the
APM-analysis, allowed to reveal stable ultradian periods
in the range of 2-24 hours [6-7], which also coincided with
the corresponding periods of the Earth's natural
oscillations.</p>
      <p>
        A review of the studies investigating the periodicities
of fluctuations in various nature processes, performed in
[4-5], revealed only three periods that were not found in
the analyzed 329-day array of the alpha-decay rate
fluctuations (36.2 min, 43 min, and 64 min). These
periods were discovered in further research. For example,
an analysis of a large (about 5 years) array of time series
in the alpha-decay rate fluctuations measured in Antarctica
revealed that the periods of 80 min and 160 min were more
expressed than for the mid-latitude data [4-5]. A period of
around 50 minutes not belonging to the spectrum of the
Earth's natural oscillations was also discovered. It is
interesting to note that the same period was found in [9] in
the course of analysis of the spectra of astrophysical
masers. It was shown [
        <xref ref-type="bibr" rid="ref19 ref21">10-12</xref>
        ] that all 16 periods found in
the spectra of astrophysical masers and described in [9]
coincide with the periods described in the papers published
several years earlier [4-5].
2.
      </p>
    </sec>
    <sec id="sec-2">
      <title>Raw experimental material</title>
      <p>
        The experiment used an asexual race of the freshwater
worms planaria Girardia tigrina. The planarians were
maintained in the aquarium water: hardness ~ 3-5 mg-eq/l,
pH 6.5, temperature 26°C, and fed weakly with the diptera
larvae. The experiment used the 10-11cm-long animals
after a seven-day starvation. The regeneration was
triggered by the amputation of a planarian forehead at the
“eye” level [
        <xref ref-type="bibr" rid="ref24">8</xref>
        ]. For each set of experiments, the intact
planarians or their parts were placed into 10 mL of water
inside the special polypropylene scintillation cuvettes
(Beckman, USA) or glass cups.
      </p>
      <p>The luminescence was measured with a
chemiluminometer Biotox-7А 2М (ANCO «Inzhenerniy
tsentr - ecologia», Russia) equipped with a photomultiplier
9750QB/1 (9750QB/1, EMI Electronics LTD, Middlesex,
UK), with spectral sensitivity in the range of 380-710 nm.</p>
      <p>The measurements were performed at 26,0±0,2°C, in
the photon counting mode with the data record interval of
1 s.</p>
      <p>
        A distinctive feature of the APM-analysis of the
timeseries [
        <xref ref-type="bibr" rid="ref11 ref6">1-2</xref>
        ] is that it provides a possibility to reveal the
periodicities in the time series, completely random from
point of view of the available statistical tests. The
following section presents the results of the APM-analysis
of the planarian chemiluminescence time series presented
at Fig. 1.
      </p>
      <p>Fig 1. One of the time-series of the planarian chemiluminescence (a)), and its distribution function (b))</p>
    </sec>
    <sec id="sec-3">
      <title>Results of the APM-analysis of the planarian chemiluminescence time-series</title>
      <p>
        Using the APM-analysis [
        <xref ref-type="bibr" rid="ref11 ref6">1-2</xref>
        ], we obtain the spectra of
the periods in the time-series of the planarian
chemiluminescence fluctuations. After the initial spectrum
averaging, one set of periods was obtained. The values of
these periods are given in Table 1 (row I). The table also
presents (row II), for comparison, the averaged periods
obtained at the APM-analysis of an array consisting of 329
one-day time-series of the α-decay rate fluctuations
measured in Pushchino [4-5].
      </p>
      <p>In both cases, a fractal dimension was calculated at the
basis of the 60-point sections of one-second
measurements. Therefore, accuracy of period
determination is ±1 min. From this, we may point to the
virtually exact coincidence of the two spectra. Only the
values presented in the 1st, 17th and 21st columns of Table 1
show the discrepancy somewhat exceeding this value; in
all cases a discrepancy is not greater than 0.5 min.</p>
      <p>It is significant that Table 1 includes all the periods that
present in the spectra of the planarian chemiluminescence
and fluctuations of the α-decay rate. That is, in this case
the point is the coincidence of just two spectra but not the
certain frequencies. Consequently, we may tell about the
same spectrum manifested in the fluctuations of the both
systems under consideration.</p>
    </sec>
    <sec id="sec-4">
      <title>Conclusion</title>
      <p>
        The fact that the spectrum of the periods contained in
Table 1 is found in the spectra of the astrophysical masers
too [
        <xref ref-type="bibr" rid="ref19 ref21">9-12</xref>
        ] and the presence of a spectrum frequency of
51 min not belonging to the Earth natural oscillations in it,
allows us to make a conservative assumption on its
cosmophysical origin. It is possible indeed that this is a
case of a global synchronization, which, according to
A.M. Molchanov’s hypothesis [13], must be reached by
any dynamically mature system. From the other hand, a
spectrum resulting the analysis of the time-series of the
planarian chemiluminescence fluctuations that coincides
in all details with the spectrum found in the series of the
fluctuations of the α-decay rate, can be considered as a
universal one that manifests itself in the fluctuations of the
various nature systems. The results of this work can have
various practical applications [14-16].
      </p>
    </sec>
    <sec id="sec-5">
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