<div dir="ltr"><div>Daer Pedro,<br><br></div>thank you for your entertaining way of presenting my Sisyphus theme about medicine in a nutshell, which was mostly enjoyable to read. Actually, you are right, medicine is "messy", which qualifies it more like a liberal art discipline rather than science, full of workshop type of hustle and bustle, ad hoc insights of mystic adepts followed by faithful scholars and mixed with cutting edge technology wherever possible (in the Western world). It appears that every effort to organize it in the manner we know in mathematics and physics is doomed to failure.  I realise that the subject's depth reflected in my presentation is indeed overwhelming. Yet, it was not my intention to put a Sisyphus rock upon this forum. Thank you for your and Koichiro's simplified pedestrian analysis of the theme. We can go with thes rephrased set of questions further.  <br><div><div><div><div class="gmail_signature"><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div><br></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="gmail_extra">
<br><div class="gmail_quote">On Tue, May 17, 2016 at 12:51 PM, Pedro C. Marijuan <span dir="ltr"><<a href="mailto:pcmarijuan.iacs@aragon.es" target="_blank">pcmarijuan.iacs@aragon.es</a>></span> wrote:<br><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
  
    
  
  <div bgcolor="#FFFFFF" text="#000000">
    <div>Dear Plamen,<br>
      <br>
      Thanks for the synthetic attempt. You have put together pretty
      complex strands of thought that become too demanding for a general
      response. I will concentrate in a few points.<br>
      <br>
      What is Medicine? In what extent is it amenable to "integration"?
      Is reductionism an anathema in medicine? Can we regularly ascend
      from cellular info flows to organs/systems, and to healthy
      individuals/environments?  <br>
      <br></div></div></blockquote><div><br></div><div>These are good general questions, but I'd rather wish to focus on one specific problem, e.g. the one of the metastatic melanoma that Koichiro addressed in his example and try to "dissect" it as in the article in his example. It is clear to me that I cannot focus on one single thing and brainstorm on it all the time. But the idea behind this concluding workshop was to be less philosophical and more practical in trying to investigate if we can reshape medicine as an extension of biology. After all, huge amounts of money are given for research here, more than in any other field, as far as I know. Are these investments justifyable in the way this "engineering science" is performing today? Is there anything that could make this discipline more predictable, at least at the curruculum level?<br> <br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div bgcolor="#FFFFFF" text="#000000"><div>
      The history of Medicine shows messiness in the highest degree. To
      note that it was not included in the Trivium/Quadrivium medieval
      scheme of knowledge, and was only accepted within the "mechanical
      arts" after Hugh of St. Victor compilation (XIII Century), many
      decades after the first Faculties of Medicine were created in
      Italy. Why medicine is so messy? Just go the wiki pages on the
      topic: hundreds of subspecialties are listed, and under all those
      terms we imply all the internal and external ("natural") phenomena
      that can derail and put out of track the advancement of a life
      cycle. Each one of those specialties has to arrange its own world
      of knowledge, with lots of analytical and synthetic avenues not
      amenable to neat overall schemes and to formal approaches except
      in some reduced pockets. Successful reductionist strategies and
      analytical techniques are piled up with holistic views, and reams
      of tacit knowledge (indeed medicine is a very stratified small
      world of "lords", "masters", "disciples", "servants", and
      "beginners").<br></div></div></blockquote><div><br></div><div>This is all true. But it is also true that medicine has been always very important for us human beings.<br> <br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div bgcolor="#FFFFFF" text="#000000"><div>
      <br>
      So, like in engineering, one has to be suspicious of far reaching
      implications for the term "integrative". Not necessarily in this
      case with the "3φ" connotation. </div></div></blockquote><div><br></div><div>Indeed, there coud be a "3φ", a "4φ",  or a "3φ+ 1<span style="font-size:12pt;font-family:Symbol"><span style="mso-list:Ignore"><span style="font:7pt "Times New Roman""></span></span></span><span style="font-size:10pt;font-family:"Arial",sans-serif" lang="EN-US">ψ", ... etc. Greek alphabet built polynomial connotations encoded in this prefix. The question is wether we can use such kind of combination from the known natural science disciplines and extend them by some humanitarian fields in order to address key issues in an organised and diligent manner in medicine. We know well that there are both serios conflicts between some branches and efforts to reconcile them. The prefix I used was to make clear that we are asking for a novel kind of integration, if possible. Yet this prefix definition should not be considered "fixed" once for ever. <br><br></span><span style="font-size:12pt;font-family:"Times New Roman",serif"></span>

 </div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div bgcolor="#FFFFFF" text="#000000"><div>But the strong reliance on
      criticality could be subject to scrutiny. Quite many cellular /
      biomolecular phenomena do not especially rely on criticality
      --perhaps the most essential ones, related to "codes", genomic
      maintenance, protein synthesis, protein degradation, signaling,
      apoptosis, etc. Why the integrative strategy should rely on a term
      that notwithstanding strong physical grounds, has relatively thin
      explanatory capability in the biological? </div></div></blockquote><div><br></div><div>Criticality is a phenomenon that holds both for living and non-living matter. This is something that "matters". Of course, one could take "autopoiesis" instead, which is also a good choice. I am not sure how far we can go with this this "criticality" bus. I had to start somewhere my talk, and I made this choice to facilitate the transition to medicine. If anyone has a better suggestion, I do not mind. <br> <br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div bgcolor="#FFFFFF" text="#000000"><div>It is a long story of
      looking for responses "where the physical/math light is" and not
      where the biol. problems are. <br>
      <br></div></div></blockquote><div><br></div><div>I agree. This is the real issue. How can "<span style="font-size:12pt;font-family:"Times New Roman",serif;color:rgb(136,136,136)"></span>"3φ",  "4φ",  or "3φ+ 1<span style="font-size:12pt;font-family:Symbol"><span style="mso-list:Ignore"><span style="font:7pt "Times New Roman""></span></span></span><span style="font-size:10pt;font-family:"Arial",sans-serif" lang="EN-US">ψ + </span><span style="background-color:rgb(255,255,255)"><span style="font-size:10pt;font-family:"Arial",sans-serif" lang="EN-US"></span><span style="color:rgb(0,0,0)"><span style="font-size:12pt;font-family:"Times New Roman",serif">µ</span><span style="font-size:10pt;font-family:"Arial",sans-serif" lang="EN-US"></span></span></span>

<span style="font-size:10pt;font-family:"Arial",sans-serif" lang="EN-US">" help us is the question.<br><br></span> </div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div bgcolor="#FFFFFF" text="#000000"><div>
      My view, I can be wrong but I have worked considerably on the
      matter, is that cellular signaling, the crisscrossing of info
      flows that provide the singular intelligence and adaptability of
      organisms, is not well articulated yet. Neither in evo-devo, nor
      in physiology, medicine and health. In this regard all the present
      parlance on information processing that accompanies the tremendous
      technological info-tech revolution does not represent a help,
      maybe the opposite. </div></div></blockquote><div><br></div><div>Unfortunately, you appear to be right. I am also not convinced that Big Data is blessing rather than a curse.<br>  <br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div bgcolor="#FFFFFF" text="#000000"><div>The deep info problems are taken as already
      solved and articulated synthesis are undertaken as mere
      agglutinations. Maybe the problem is too deeply complex, and
      medicine is as always too messy.<br></div></div></blockquote><div><br></div><div>The question we could try to answer here is: can we do something to disentangle the spaghetti dish of medicine? <br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div bgcolor="#FFFFFF" text="#000000"><div>
      <br>
      Sorry if seemingly I have joined the  "Cassandra" club!<br></div></div></blockquote><div><br></div><div>I don't think so. Yours are fair concerns.<br><br></div><div>Best,<br><br></div><div>Plamen<br><br></div><div> <br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div bgcolor="#FFFFFF" text="#000000"><div>
      Best--Pedro<div><div class="h5"><font size="+2"><br>
        <br>
         <br>
        <br>
      </font>El 14/05/2016 a las 9:49, Dr. Plamen L. Simeonov escribió:<br>
    </div></div></div><div><div class="h5">
    <blockquote type="cite">
      
      <div dir="ltr">
        <div><span style="font-family:Arial;font-size:10pt">Dear
            Colleagues,</span><br>
        </div>
        <p class="MsoNormal"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">My
            contribution will
            finalize the discussion on phenomenology in the domains of
            biology,
            mathematics, cyber/biosemiotics and physics by the previous
            speakers (Maxine,
            Lou, Sœren and Alex) with a “challenging topic” in <u>3φ
              integrative medicine</u>.
            <b>You may wish to skip the small font text
              notes following each underscored phrase like the one
              below.</b></span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><u><span style="font-size:8pt;font-family:Arial" lang="EN-US">Note
              1:</span></u><span style="font-size:8pt;font-family:Arial" lang="EN-US"> Although this term is often
            used as synonym for holistic healing (s. ref. list A), its
            meaning in this
            context with the prefix 3φ goes much “deeper” into the
            disciplines’ integration
            leaving no room for speculations by mainstream scientists.
            The concept is a
            linguistic choice of mine for the intended merge of the
            complexity sciences <u>ph</u>ysics
            and <u>ph</u>ysiology with <u>ph</u>enomenology for
            application in modern medicine
            along the line of integral biomathics (s. ref. list B). </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">It is
            rooted in the last presentation
            of Alex Hankey, since it naturally provides the link from
            physics to physiology
            and medicine, and thus to an anthropocentric domain implying
            a leading part of
            phenomenological studies. To begin, I compiled a précis of
            Alex’ thesis about
            self-organized criticality (s. ref. list C) from his paper
            “A New Approach to
            Biology and Medicine” -- the download link to it was
            distributed in a previous
            email of him -- and extended it with my reflections
            including some questions I
            hope you will resonate on. </span></p>
        <p class="MsoNormal" style="text-align:justify"><br>
        </p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">I am
            curious of your
            opinion about how to apply the scientific method, and in
            particular mathematics
            and information science, to study illness and recovery as
            complex phenomena. </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">Alex
              Hankey: self-organized criticality and regulation in
              living systems</span></b></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt;text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">There
              is a continuous growth and change
              at the end of a phase transition in an organism, i.e. at
              its critical point,
              which is the end point of phase equilibrium.</span></b></p>
        <p class="MsoNormal" style="margin-left:36pt;text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></b></p>
        <p class="MsoNormal" style="margin-left:36pt;text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">Both
              endo and exo, genetics and
              epigenetics are important for life.</span></b></p>
        <p class="MsoNormal" style="margin-left:36pt;text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></b></p>
        <p class="MsoNormal" style="margin-left:36pt;text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">Self-organized
              criticality</span></b><span style="font-size:10pt;font-family:Arial" lang="EN-US"> is a
            characteristic
            state of a system at its critical point generated by
            self-organization during a
            long transient period at the complexity edge between
            order/stability/predictability
            and disorder/chaos/unpredictability.</span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt;text-align:justify"><b><i><span style="font-size:10pt;font-family:Arial" lang="EN-US">Regulation
                of growth, form and function as a balance between
                health and illness.</span></i></b><span style="font-size:10pt;font-family:Arial" lang="EN-US"> The
            role of regulation and homeostasis in maintaining the
            structure
            and function of living systems is critical. Every deviation
            from a regulated
            state of being leads to imbalances, failures and subsystem
            dysfunction that is
            usually transitory, but could also become life-threatening,
            if the organism
            cannot find a way to restore quickly to a balanced, healthy
            state. Living
            beings are robust and fault-tolerant with respect to
            hazards; they possess multiple
            alternative pathways for supplying and maintaining their
            existential functions.
            However, some state transitions in response to severe harms
            can become practically
            irreversible, because of the deep evolutionary interlocking
            between the
            participating entities and processes. Sometimes the normal
            functioning of the organism
            cannot be easily restored by its natural repair processes,
            especially when adversities
            reoccur frequently, and the organism fails ill.</span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt;text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">Synchronicity
              of action and
              information between the building blocks of a living
              system.</span></b><span style="font-size:10pt;font-family:Arial" lang="EN-US"> There
            is a need for
            every physiological function to be correctly coordinated
            with all other “peer” functions.
            Information flows within a living system interconnect all
            physiological functions
            and organs at multiple levels into a single mesh of
            regulatory
            interconnections. Multiple feedback-control loops enable the
            cross-functional
            interlocking of both healthy and ill state changes of the
            organism. Adjacent/peripheral/secondary
            homeostasis processes act as fine-tuning catalyzers of
            substrate ratios and
            process rates exchanged within the living system. Imbalances
            of these
            quantities lead to excess/blockage or scarcity/draining of
            essential
            nourishment and information exchange pathways.</span></p>
        <p class="MsoNormal" style="text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></b></p>
        <p class="MsoNormal" style="margin-left:36pt;text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">Regulation
              at criticality</span></b><span style="font-size:10pt;font-family:Arial" lang="EN-US"> not
            only fine-tunes a
            process, it <i>optimizes</i> it for
            survival: with respect to a given generation’s available
            possibilities in the
            light of the past generations’ possibilities. To survive an
            organism or a
            species needs to develop optimal <i>response-ability</i>
            to environmental distress.</span></p>
        <p class="MsoNormal" style="text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US"><br>
            </span></b></p>
        <p class="MsoNormal" style="text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">New
              ecological definition of life according to Hankey:
              self-regulating,
              self-reproducing systems that maximize efficiency of
              function to maximize competitiveness
              in their chosen environment. </span></b></p>
        <p class="MsoNormal" style="text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></b></p>
        <p class="MsoNormal" style="text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">Summary:
              Elements of self-organized criticality</span></b></p>
        <p class="MsoNormal" style="text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></b></p>
        <ol style="margin-top:0cm" start="1" type="1">
          <li class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">Criticality</span></li>
          <li class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">Edge
              of the chaos</span></li>
          <li class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">Self-organized
              criticality</span></li>
          <li class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">1/f
              fractal patterns of response </span></li>
        </ol>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">…
              and beyond</span></b><span style="font-size:10pt;font-family:Arial" lang="EN-US"></span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">I wish
            to add a 5<sup>th</sup>
            aspect to this definition from the perspective of integral
            biomathics:</span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <ol style="margin-top:0cm" start="5" type="1">
          <li class="MsoNormal" style="text-align:justify"><i><span style="font-size:10pt;font-family:Arial" lang="EN-US">Phenomenology</span></i></li>
        </ol>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial;color:red" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">The
            latter is a largely
            studied matter in contemporary medicine (s. ref. list D), at
            least at the
            macro, interpersonal <u>level</u>. </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal"><u><span style="font-size:8pt;font-family:Arial" lang="EN-US">Note
              2</span></u><span style="font-size:8pt;font-family:Arial" lang="EN-US">: </span><span style="font-size:8pt;font-family:Arial;color:black" lang="EN-US">A level refers to the compositional
            hierarchy defining levels by scale.</span><span style="font-size:8pt;font-family:Arial" lang="EN-US"></span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">The
              key question in such a “deep holistic”
              physically-phenomenological
              physiology (</span></b><span style="font-size:10pt;font-family:Arial" lang="EN-US">3φ<u>)</u><b>
              is how to define or
              comprehend (self-organized) criticality operationally
              within the unifying framework
              of biomathematics and biocomputation</b>. Indeed, a single
            temporary imbalance within
            a living system regarded as disease involves multiple
            agents, perspectives and
            interpretations at all levels altogether, moreover <u>simultaneously</u>.
          </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><u><span style="font-size:8pt;font-family:Arial" lang="EN-US">Note
              3</span></u><span style="font-size:8pt;font-family:Arial" lang="EN-US">: </span><span style="font-size:8pt;font-family:Arial;color:black" lang="EN-US">Simultaneously at different levels
            involves very different sized 'moments' at the different
            scales.</span><span style="font-size:8pt;font-family:Arial" lang="EN-US"></span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">So,
            how should we
            approach and take into account the other levels/scales in
            order to derive a
            reliable diagnosis and <u>therapy</u>? </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><u><span style="font-size:8pt;font-family:Arial" lang="EN-US">Note
              4</span></u><span style="font-size:8pt;font-family:Arial" lang="EN-US">: </span><span style="font-size:8pt;font-family:Arial" lang="EN-US">The
            notion of
            “subject” becomes plural (“subjects”) as superposition of
            quantum states to survive
            the integration of the multiple first-person subjective
            descriptions and the
            standard third-person objective one. </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">Until
            now criticality has
            been <u>non-phenomenological</u>. </span></p>
        <p class="MsoNormal" style="text-align:justify"><br>
        </p>
        <p style="text-align:justify"><u><span style="font-size:8pt;font-family:Arial" lang="EN-US">Note
              5:</span></u><span style="font-size:8pt;font-family:Arial" lang="EN-US"> In their 2012 paper “No
            entailing laws, but enablement in the evolution of the
            biosphere” Longo,
            Montévil and Kauffman claim that biological evolution “marks
            the end of a
            physics world view of law entailed dynamics” (<a href="http://arxiv.org/abs/1201.2069" target="_blank"></a><a href="http://arxiv.org/abs/1201.2069" target="_blank">http://arxiv.org/abs/1201.2069</a>).
            They
            argue that the evolutionary phase space or space of
            possibilities constituted
            of interactions between organisms, biological niches and
            ecosystems is “ever
            changing, intrinsically indeterminate and even
            (mathematically)
            unprestatable”.Hence, the authors' claim that it is
            impossible to know “ahead
            of time the 'niches' which constitute the boundary
            conditions on selection” in
            order to formulate laws of motion for evolution. They call
            this effect “radical
            emergence”, from life to life. Yet this applies to abiotic
            dissipative
            structures like tornadoes as well. Living beings are not
            radically different in
            this respect. In their study of biological evolution, Longo
            and colleagues
            carried close comparisons with physics. They investigated
            the mathematical
            constructions of phase spaces and the role of symmetries as
            invariant
            preserving transformations, and introduced the notion of
            “enablement” to
            restrict causal analyses to Batesonian differential cases
            (1972: “the
            difference that makes a difference”). The authors have shown
            that mutations or
            other “causal differences” at the core of evolution enable
            the establishment of
            non-conservation principles, in contrast to physical
            dynamics, which is largely
            based on conservation principles as symmetries. Their new
            notion of “extended
            criticality” also helps to understand the distinctiveness of
            the living state
            of matter when compared to the non-animal one. However,
            their approach to both
            physics and biology is also <i>non-phenomenological</i>.
            The possibility for endo states that can trigger the
            “(genetic/epigenetic)
            switches of mutation” has not been examined in their model.
            This is intended to
            be different in 3φ<i> integrative medicine</i>. </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">If we
            split a human body
            into macro (patient), mezzo (systems) and micro levels
            (cells) three distinct
            questions regarding phenomenology arise: i) <i>how</i>
            these levels pervade into each other with </span><span style="font-size:10pt;font-family:Arial;color:black" lang="EN-US">larger scale providing context (boundary
            conditions) and lowest scale providing raw materials for
            middle scale to
            function,</span><span style="font-size:10pt;font-family:Arial" lang="EN-US">
            monitor
            and control vital processes, ii) <i>who/which</i>
            are the agents taking care for this to happen spontaneously,
            and iii) <i>what kind and role</i> plays information in
            the context of i) and ii). After all w<span style="color:rgb(26,26,26)">hat we are concerned
              about is modeling the agency of the systems in the mezzo
              level.</span>  </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial;color:red" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">Where
            should we go from
            here?</span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"><br>
          </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">In
            particular, I am
            interested to know <b>what kind of <i>scientific-phenomenological
                methodology</i>
              can be developed and applied for investigating </b>the
            following three major groups
            of ailments:</span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <ol style="margin-top:0cm" start="1" type="1">
          <li class="MsoNormal"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">oncological
                diseases</span></b><span style="font-size:10pt;font-family:Arial" lang="EN-US">
              with a particular focus on spatial and temporal
              heterogeneity both in terms of flawed histological
              structures and biochemical reactions;</span></li>
        </ol>
        <ol style="margin-top:0cm" start="2" type="1">
          <li class="MsoNormal"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">neuro-degenerative
                disorders</span></b><span style="font-size:10pt;font-family:Arial" lang="EN-US">
              such as vascular dementia, Parkinson and Alzheimer
              diseases:</span></li>
        </ol>
        <ol style="margin-top:0cm" start="3" type="1">
          <li class="MsoNormal"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">altered
                organ and physiological system failures</span></b><span style="font-size:10pt;font-family:Arial" lang="EN-US">
              such as the Multiple Organ Dysfunction Syndrome (MODS),
              cardiovascular and autoimmune diseases.</span></li>
        </ol>
        <p class="MsoNormal"><span style="font-size:10pt;font-family:Arial;color:red" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial;color:rgb(26,26,26)" lang="EN-US">In the first
            group, the <b>extreme diversity of cancer
              tissue structures and circulating tumor cells (CTC)
              concentrations over both
              spatial and temporal scales</b> makes the reliable
            classification, diagnosis,
            model/hypothesis generation, forecast and treatment of
            individual patients very
            difficult. This is a real challenge for modern pathology.
            Another problem is
            that pathologists are actually dealing with random tissue
            and blood samples
            over irregular periods, which hinder the exact 3D
            histological reconstruction
            of the tumor formations and tracing their development over
            time and space.
            Using additional means such as diagnostic sonography, CT,
            MRT and PET images do
            not improve sufficiently the hypotheses about the individual
            cancer morphology
            and development. All this makes tumor classification and
            diagnosis, even when
            analyzing high-resolution digital images from biopsy slices
            by means of virtual
            microscopy, very difficult and often a guesswork also for
            experts. The recent
            advances in high-performance medical scanning and automation
            systems,
            computerized visualization and graphical modeling tools, as
            well the collection
            of huge amounts of anonymous patient data in specialized
            medical databases make
            the impression that the solution of these problems is only a
            question of more
            automation, performance, investment and time. However, many
            pathologists begin
            to realize a third problem, namely that <b>tumors
              appear to be <i>unique</i> in their
              histological structure and development</b>, related to the
            personal history and
            the overall state of health of the individual patients. This
            argument reveals
            the need for developing a more personalized and
            differentiated medicine that
            goes over scales without becoming purely symptomatic,
            causality-driven and
            reductionistic.</span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">Recent
            research in the other
            two fields leads to the same conclusion. Therefore, I think
            that we may be able
            to develop and test hypotheses about emergence and
            development of deficiency
            and illness that will lead to individual therapies in <i>3φ</i>
            integrative medicine. Your ideas regarding this assumption
            are
            very welcome. </span></p>
        <p class="MsoNormal"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="text-align:justify"><span style="font-size:10pt;font-family:Arial" lang="EN-US">Some
            interesting
            questions bridging the previous discussion sessions to this
            one are: </span></p>
        <p class="MsoNormal"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:10pt;font-family:Arial" lang="EN-US">-<span>       
            </span></span><span style="font-size:10pt;font-family:Arial" lang="EN-US">Why does a human embryo repeat the evolutionary
            history of
            its species when going through its development stages? Is it
            because it is more
            secure to project and set up the execution of a future life
            plan by tracing and
            bodily memorizing a series of evolutionary encoded
            (successful) “locks” through
            equilibrium states at the edge of criticality? </span></p>
        <p class="MsoNormal"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:10pt;font-family:Arial" lang="EN-US">-<span>       
            </span></span><span style="font-size:10pt;font-family:Arial" lang="EN-US">Which is the <i>vital </i>role
            of recursion and repetition of life processes including
            their material and
            information exchange flows in the criticality driven
            self-regulation for
            recovery from imbalances and the reversibility and healing
            of diseases? How can
            we effectively model such processes?</span></p>
        <p style="margin-left:36pt"><span style="font-size:10pt;font-family:Arial" lang="EN-US">-<span>       
            </span></span><span style="font-size:10pt;font-family:Arial" lang="EN-US">Do we make difference between a
            physicist’s time and a biologist’s time in complex living
            systems?</span></p>
        <p class="MsoNormal"><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US"> I
              look forward to your feedback and notes on the subject.</span></b></p>
        <p class="MsoNormal"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US"> </span></b></p>
        <p class="MsoNormal"><b><span style="font-size:10pt;font-family:Arial" lang="EN-US">References:</span></b></p>
        <p style="margin-left:36pt"><b><span style="font-size:9pt;font-family:Arial" lang="EN-US">A.<span>     </span></span></b><b><u><span style="font-size:9pt;font-family:Arial" lang="EN-US">Integrative
                Medicine</span></u></b></p>
        <p style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">Integrative
            Medicine: </span><a href="http://www.wikiwand.com/en/Integrative_medicine" style="font-family:Arial;font-size:9pt" target="_blank">https://en.wikipedia.org/wiki/Integrative_medicine</a></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">What Is
            Integrative Medicine?:</span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="DE"><a href="http://www.webmd.com/a-to-z-guides/features/alternative-medicine-integrative-medicine" target="_blank"><span lang="EN-US"></span></a><a href="http://www.webmd.com/a-to-z-guides/features/alternative-medicine-integrative-medicine" target="_blank">http://www.webmd.com/a-to-z-guides/features/alternative-medicine-integrative-medicine</a></span><span style="font-size:9pt;font-family:Arial" lang="EN-US"></span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">Integrative
            Medicine Research:</span></p>
        <p class="MsoNormal" style="margin-left:36pt"><cite><span style="font-size:9pt;font-family:Arial;font-style:normal" lang="EN-US"><a href="http://www.journals.elsevier.com/integrative-medicine-research/" target="_blank">http://www.journals.elsevier.com/integrative-medicine-research/</a></span></cite></p>
        <p class="MsoNormal" style="margin-left:36pt"><cite><span style="font-size:9pt;font-family:Arial;font-style:normal" lang="EN-US"> </span></cite></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">Advances
            in Integrative Medicine</span><span style="font-size:9pt;font-family:Arial" lang="EN-US"></span></p>
        <p class="MsoNormal" style="margin-left:36pt"><cite><span style="font-size:9pt;font-family:Arial;font-style:normal" lang="EN-US"><a href="http://www.journals.elsevier.com/advances-in-integrative-medicine" target="_blank">http://www.journals.elsevier.com/advances-in-integrative-medicine</a></span></cite></p>
        <p class="MsoNormal" style="margin-left:36pt"><cite><span style="font-size:9pt;font-family:Arial;font-style:normal" lang="EN-US"> </span></cite></p>
        <p style="margin-left:36pt"><cite><b><span style="font-size:9pt;font-family:Arial;font-style:normal" lang="EN-US">B.<span>   
                </span></span></b></cite><cite><b><u><span style="font-size:9pt;font-family:Arial;font-style:normal" lang="EN-US">Integral Biomathics</span></u></b></cite></p>
        <p style="margin-left:36pt"><cite><span style="font-size:9pt;font-family:Arial;font-style:normal" lang="EN-US">Integral Biomathics:</span></cite></p>
        <p style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"><a href="http://www.wikiwand.com/en/Integral_Biomathics" target="_blank"></a><a href="https://en.wikipedia.org/wiki/Integral_Biomathics" target="_blank">https://en.wikipedia.org/wiki/Integral_Biomathics</a></span><b><i><span style="font-size:9pt;font-family:Arial" lang="EN-US"> </span></i></b></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">Integral
            Biomathics: A Post-Newtonian View into the
            Logos of Bios </span></p>
        <p style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"><a href="https://arxiv.org/ftp/cs/papers/0703/0703002.pdf" target="_blank"></a><a href="https://arxiv.org/ftp/cs/papers/0703/0703002.pdf" target="_blank">https://arxiv.org/ftp/cs/papers/0703/0703002.pdf</a></span></p>
        <p style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">On Some
            Recent Insights in Integral Biomathics:</span></p>
        <p style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"><a href="https://arxiv.org/ftp/arxiv/papers/1306/1306.2843.pdf" target="_blank"></a><a href="https://arxiv.org/ftp/arxiv/papers/1306/1306.2843.pdf" target="_blank">https://arxiv.org/ftp/arxiv/papers/1306/1306.2843.pdf</a>.</span></p>
        <p style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">Integral
            Biomathics Reloaded: 2015 (free access until
            July 19<sup>th</sup> 2016):</span></p>
        <p style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"><a href="http://www.sciencedirect.com/science/article/pii/S0079610715001509" target="_blank"></a><a href="http://www.sciencedirect.com/science/article/pii/S0079610715001509" target="_blank">http://www.sciencedirect.com/science/article/pii/S0079610715001509</a></span></p>
        <p class="MsoNormal" style="text-indent:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><b><span style="font-size:9pt;font-family:Arial" lang="EN-US">C.<span>    </span></span></b><b><u><span style="font-size:9pt;font-family:Arial" lang="EN-US">Self-organized
                criticality</span></u></b><u><span style="font-size:9pt;font-family:Arial" lang="EN-US">:</span></u></p>
        <p class="MsoNormal"><span style="font-size:9pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">Self-organized
            criticality:</span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"><a href="http://www.wikiwand.com/en/Self-organized_criticality" target="_blank"></a><a href="https://en.wikipedia.org/wiki/Self-organized_criticality" target="_blank">https://en.wikipedia.org/wiki/Self-organized_criticality</a></span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">Self-organized
            criticality (SOC):</span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"><a href="http://www.johnboccio.com/courses/SOC26/15-SOC.pdf" target="_blank"></a><a href="http://www.johnboccio.com/courses/SOC26/15-SOC.pdf" target="_blank">http://www.johnboccio.com/courses/SOC26/15-SOC.pdf</a></span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">Self-organized
            criticality:</span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"><a href="http://web.mit.edu/8.334/www/grades/projects/projects12/V.%20A.%20Golyk.pdf" target="_blank"></a><a href="http://web.mit.edu/8.334/www/grades/projects/projects12/V.%20A.%20Golyk.pdf" target="_blank">http://web.mit.edu/8.334/www/grades/projects/projects12/V.%20A.%20Golyk.pdf</a></span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">Self-organized
            criticality – what it
            is and what it isn’t</span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"><a href="http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.96.8017&rep=rep1&type=pdf" target="_blank"></a><a href="http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.96.8017&rep=rep1&type=pdf" target="_blank">http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.96.8017&rep=rep1&type=pdf</a>.
          </span></p>
        <p class="MsoNormal"><span style="font-size:9pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><b><span style="font-size:9pt;font-family:Arial" lang="EN-US">D.<span>    </span></span></b><b><u><span style="font-size:9pt;font-family:Arial" lang="EN-US">Phenomenology
                in Medicine</span></u></b></p>
        <p class="MsoNormal"><span style="font-size:9pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial;color:rgb(3,37,17)" lang="EN-US">The meaning of illness:
            a phenomenological approach to the physician/patient
            relationship: <a href="https://baylor-ir.tdl.org/baylor-ir/handle/2104/8286" target="_blank">https://baylor-ir.tdl.org/baylor-ir/handle/2104/8286</a>
            ; </span><span style="font-size:9pt;font-family:Arial;color:rgb(38,38,38)" lang="EN-US"><a href="http://hdl.handle.net/2104/8286" target="_blank">http://hdl.handle.net/2104/8286</a>.
          </span><span style="font-size:9pt;font-family:Arial;color:rgb(3,37,17)" lang="EN-US"></span></p>
        <p class="MsoNormal"><span style="font-size:9pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">Body
            Matters: A Phenomenology of
            Sickness, Disease, and Illness:</span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"><a href="http://philpapers.org/rec/AHOBMA" target="_blank"></a><a href="http://philpapers.org/rec/AHOBMA" target="_blank">http://philpapers.org/rec/AHOBMA</a>.
          </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">Suffering
            Transfigured: Phenomenological Personalism In the
            Doctor-Patient Relationship: <a href="http://elischolar.library.yale.edu/cgi/viewcontent.cgi?article=1658&context=ymtdl" target="_blank">http://elischolar.library.yale.edu/cgi/viewcontent.cgi?article=1658&context=ymtdl</a>.</span></p>
        <p style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">The
            challenge of
            neuroscience: Psychiatry and phenomenology today: </span><span style="font-size:9pt;font-family:Arial" lang="EN-US"><a href="https://www.klinikum.uni-heidelberg.de/fileadmin/zpm/psychatrie/fuchs/Challenge_of_Neuroscience.pdf" target="_blank"></a><a href="https://www.klinikum.uni-heidelberg.de/fileadmin/zpm/psychatrie/fuchs/Challenge_of_Neuroscience.pdf" target="_blank">https://www.klinikum.uni-heidelberg.de/fileadmin/zpm/psychatrie/fuchs/Challenge_of_Neuroscience.pdf</a>.</span><span style="font-size:9pt;font-family:Arial" lang="EN-US">
          </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US"> </span></p>
        <p class="MsoNormal" style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">Rediscovering
            Psychopathology: The Epistemology and Phenomenology </span><span style="font-family:Arial;font-size:9pt">of the Psychiatric
            Object:
          </span><a href="http://cfs.ku.dk/staff/zahavi-publications/Rediscovering_Psychopathology.pdf" style="font-family:Arial;font-size:9pt" target="_blank">http://cfs.ku.dk/staff/zahavi-publications/Rediscovering_Psychopathology.pdf</a><span style="font-family:Arial;font-size:9pt">.</span></p>
        <p style="margin-left:36pt"><span style="font-size:9pt;font-family:Arial" lang="EN-US">PHENOMENOLOGY
            IN PSYCHIATRY:
            <a href="http://www.wpanet.org/uploads/Sections/Philosopy_and_Humanities/Phenomenology-in-Psychiatry.pdf" target="_blank">http://www.wpanet.org/uploads/Sections/Philosopy_and_Humanities/Phenomenology-in-Psychiatry.pdf</a>.
          </span></p>
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                            <div><font face="Arial"><b>Plamen</b></font></div>
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                              <div>____________________________________________________________</div>
                              <div><span style="font-family:georgia,serif"><a href="http://www.sciencedirect.com/science/journal/00796107/119/3" target="_blank">2015 JPBMB Special
                                    Issue on Integral Biomathics: Life
                                    Sciences, Mathematics and
                                    Phenomenological Philosophy</a>  </span></div>
                              <div><span style="font-family:georgia,serif">(note:
                                  free access to all articles until July
                                  19th, 2016)</span></div>
                              <div><span style="font-family:georgia,serif"><br>
                                </span></div>
                              <div><font face="georgia, serif"><a href="http://www.sciencedirect.com/science/journal/00796107/113/1" target="_blank">2013 JPBMB Special
                                    Issue on Integral Biomathics: Can
                                    Biology Create a Profoundly New
                                    Mathematics and Computation?</a></font></div>
                              <div><br>
                              </div>
                              <div><font face="georgia, serif"><a href="http://www.springer.com/engineering/computational+intelligence+and+complexity/book/978-3-642-28110-5" target="_blank">2012 Integral
                                    Biomathics: Tracing the Road to
                                    Reality</a></font></div>
                              <div><br>
                              </div>
                              <div><a href="http://www.inbiosa.eu" style="font-family:georgia,serif" target="_blank">2011 INtegral
                                  BIOmathics Support Action (INBIOSA)</a>  </div>
                              <div>
                                <div>____________________________________________________________</div>
                              </div>
                              <div><br>
                              </div>
                            </div>
                          </div>
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                    </div>
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                </div>
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          </div>
        </div>
      </div>
    </blockquote>
    <br>
    <p><br>
    </p>
    </div></div><span class=""><font color="#888888"><pre cols="72">-- 
-------------------------------------------------
Pedro C. Marijuán
Grupo de Bioinformación / Bioinformation Group
Instituto Aragonés de Ciencias de la Salud
Centro de Investigación Biomédica de Aragón (CIBA)
Avda. San Juan Bosco, 13, planta X
50009 Zaragoza, Spain
Tfno. <a href="tel:%2B34%20976%2071%203526" value="+34976713526" target="_blank">+34 976 71 3526</a> (& 6818)
<a href="mailto:pcmarijuan.iacs@aragon.es" target="_blank">pcmarijuan.iacs@aragon.es</a>
<a href="http://sites.google.com/site/pedrocmarijuan/" target="_blank">http://sites.google.com/site/pedrocmarijuan/</a>
-------------------------------------------------
</pre>
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