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other venipunctures, immunizations), standing for long   in military relevant environments (e.g., physical work,
          periods (e.g., military formations), and physically de-  heat, cold, altitude), we are corroborating the observa-
          manding training or exercises, especially in hot environ-  tions in case 9 that are consistent with a capability for
          ments. More importantly, 4% of military syncope cases   providing Soldiers with real-time military goal-directed
          can result in serious debilitating injuries, including con-  physical training and assessment of performance status.
          cussions, cerebral lacerations, skull and vertebral frac-
          tures, and/or other intracranial injuries.  Given these   Conclusion
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          health threats, a simple diagnostic technology that could
          provide a predictive  capability forewarning imminent   There are several unique aspects of the CRI that make it
          collapse would prove invaluable in preventing physical   ideal for clinical and performance applications. It can be
          collapse and potentially serious injury in military op-  easily and noninvasively determined using a PPG-based
          erations. Case 7, the patient with POTS, supports the   device and needs no reference baseline; it can be cal-
          usefulness of a continuous, real-time measure of com-  culated after 30 heartbeats and continuously thereafter.
          pensatory reserve as a sensitive and specific assessment   It is easy to use and understand,  with lower numbers
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          of orthostatic instability when vital signs measurements   representing diminishing reserve and higher numbers
          are neither available nor stable.                  indicating volume repletion. Importantly, the CRI al-
                                                             gorithm can distinguish individuals who have low tol-
          The data generated from case 8 demonstrate that mea-  erance to central hypovolemia, thus providing the first
          surement of the CRI can quantify in real time the com-  monitoring capability, to our knowledge, for early de-
          promise to compensate for blood loss during heat stress   tection of those at highest risk for shock, fainting, or
          that commonly accompanies military activities. An el-  physical fatigue. Last, CRI requires no reference mea-
          evation in core temperature of 1°C caused a greater than   surement to normovolemia, with a scale that represents
          30% reduction in the reserve to compensate for reduced   the same information for individual subjects.  Unlike
                                                                                                     10
          central blood volume. Based on hemorrhage estimates,    other parameters, which are based on raw, uninter-
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          a blood loss of only approximately 1,000mL caused this   preted information that requires synthesis by the care-
          individual to decompensate in the heat, which normally   giver, CRI provides a single new parameter that trends
          would require approximately 1,500mL under normo-   volume change. Results presented here from a series of
          thermic conditions. Most significant is that the time to   nine  distinctly  different  physiologic  scenarios  demon-
          the early decompensatory phase of shock was reduced   strate that the ability of each Soldier to sustain an injury
          by nearly 50% in heat, dramatically limiting the time   or mission-critical performance depend on the reserve to
          that a medic has to intervene with effective field care.   compensate for physiologic compromise. Measurement
          The observation of case 8 has been recently corroborated   of the compensatory reserve can anticipate a trajectory
          by findings that the CRI accurately tracks the ability of   of outcome (e.g., shock, fainting, heat stress) resulting
          military personnel to compensate for blood loss when   from hemodynamic changes secondary to intravascular
          exposed to heat stress and physical activity conditions.    volume loss well in advance of changes in traditional
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          As such, real-time measurement of the compensatory re-  vital signs. If we continue to find that measurement
          serve could provide an improved decision-support tool   of the compensatory reserve anticipates hemodynamic
          for Combat Medics and unit commanders.             compromise or decompensation in advance of changes
                                                             in standard clinical metrics or subjective symptoms in
          In case 9, we were able to demonstrate that measure-  traumatically injured patients, we hypothesize that CRI
          ment of the CRI provided a capability to quantitatively   will dramatically change how patient volume status is
          assess the magnitude of compromise to the body’s re-  assessed and monitored in military and civilian acute
          serve to compensate for the metabolic and thermoreg-  care and emergency medicine scenarios.
          ulatory demands of performing progressive increases
          of work intensity in the heat. Such an application has   Acknowledgments
          significant implications for assessment of field per-
          formance and warfighter combat readiness. The CRI   The authors thank Ms Mariam Calderon and Ms Jessie
          technology could provide a decision-assist tool for com-  Fernandez for their assistance in the editorial prepara-
          manders to assess the risk of their units’ ability to meet   tion of the manuscript and Dr Craig Crandall and Dan
          the demands for a successful mission. In addition, the   Gagnon for their contribution of data to case 8.
          recovery of compensatory reserve following exercise
          (Figure 9) suggests the potential use of CRI monitoring   Funding
          as a sensitive field hydration monitor that could be used
          for directing effective fluid replacement. With future in-  This work was supported by the US Army Medical Re-
          vestigations designed  to study the effectiveness  of the   search and Materiel Command Combat Casualty Re-
          CRI in monitoring healthy individuals during activities   search Program (Grants D_009_2014_USAISR, W81X



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