TWI830530B - Method and system for measuring drug response characteristic message power in migraine patients - Google Patents
Method and system for measuring drug response characteristic message power in migraine patients Download PDFInfo
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Abstract
一種偏頭痛患者藥物響應特徵訊息功率量測方法,供量測一受測者的藥物反應之大腦靜息態腦波,以及該量測方法事先測量有一定數量的健康受測者的藥物反應之大腦靜息態腦波以建立一判斷模型。量測系統,其儲存有至少一判斷模型,上述量測系統供檢測一受測對象的藥物反應特徵訊息,該量測方法是事先測量一定數量的健康受測對象的藥物反應之大腦靜息態腦波以建立上述判斷模型,並且將上述判斷模型與受測者的大腦靜息態腦波至少一特徵頻段之自發活化的能量功率進行比對,以得到受測者的藥物反應特徵訊息。 A method for measuring the drug response characteristic information power of migraine patients for measuring the resting state brain waves of a subject's drug response, and the measurement method has previously measured the drug response of a certain number of healthy subjects. The brain's resting state brain waves are used to build a judgment model. A measurement system that stores at least one judgment model. The measurement system is used to detect drug response characteristic information of a subject. The measurement method is to measure the resting state of the brain of a certain number of healthy subjects' drug responses in advance. Brain waves are used to establish the above judgment model, and the above judgment model is compared with the spontaneous activation energy power of at least one characteristic frequency band of the subject's brain resting state brain waves to obtain the subject's drug response characteristic information.
Description
本發明是有關於一種偏頭痛患者藥物響應特徵訊息功率訊息功率量測方法及系統,尤其是針對偏頭痛疾患者用藥有效性的預先判讀。 The present invention relates to a method and system for measuring the power of drug response characteristic information for migraine patients, especially for pre-interpretation of the effectiveness of medication for migraine patients.
偏頭痛係一普遍常見,且其病理原因卻複雜的神經病況,其特徵之一為單側頭痛,亦有出現在前額、兩側、頭頂、後頭部及眼眶後方等處,並脈搏性、間歇性發作的痛症,且常伴隨噁心,嘔吐,畏光、對聲音或移動敏感,其疼痛程度可以是劇烈,以致肢體無力、暈眩而造成行為失能的可能性。某些偏頭痛患者在痛症發生前或當下,會出現如單眼或雙眼的視力模糊、可視範圍缺損、閃爍光點或線條、及物體形狀改變等視覺症狀。 Migraine is a common neurological condition with complex pathological causes. One of its characteristics is unilateral headache, which also occurs on the forehead, sides, top of the head, back of the head and behind the orbit, and is pulsating and intermittent. Sexual attacks of pain are often accompanied by nausea, vomiting, photophobia, and sensitivity to sound or movement. The pain can be severe, leading to limb weakness, dizziness, and the possibility of behavioral incapacitation. Some migraine patients may experience visual symptoms such as blurred vision in one or both eyes, loss of visual range, flickering light spots or lines, and changes in the shape of objects before or immediately before the onset of pain.
針對偏頭痛症狀投以預防性藥物治療,是偏頭痛症狀常見之治療方式,其優點是預期可以達成減緩並適當控制痛症。但實際臨床狀況是,對患者的投藥評估需經歷一定時間,例如三個月後,才能確認該藥物之治癒有效性。若患者經投以該藥後並未減緩痛症,或該痛症未能獲得適當控制,則將投以另一他種藥品,並再經一定時間後才能確認治療效果是否有效,可以想見的是,必須經過投藥一定時間,或是投以不同用藥後的一段時間,才能確認該用藥之治療效果,其治療效期對偏頭痛患者而言,將是漫長的確認等待期,不僅患者需要經過長時間的煎熬;尤其一旦患者失去耐心或 對於醫療者的信心而換院治療,則其它醫師又將重複試錯的一段確認期。 Preventive drug treatment for migraine symptoms is a common treatment method for migraine symptoms. Its advantage is that it is expected to achieve slowdown and appropriate pain control. However, the actual clinical situation is that it takes a certain period of time, for example, three months, to confirm the curative effectiveness of the drug after drug evaluation on the patient. If the patient's pain is not relieved after taking this drug, or the pain cannot be properly controlled, another drug will be administered, and it will take a certain period of time to confirm whether the treatment effect is effective. It is conceivable that What is important is that the therapeutic effect of the drug must be confirmed after a certain period of time, or a period of time after different drugs are administered. The therapeutic effect period will be a long confirmation waiting period for migraine patients. Not only do patients need After a long period of suffering; especially once the patient loses patience or If the doctor's confidence in the patient changes to another hospital for treatment, other doctors will repeat a period of trial and error.
因此,如何能提供一種精準的參考訊息,讓醫師無須依賴嘗試與患者用藥後的主觀陳述,即可進行客觀的精準用藥評估,建立一預先判讀方法及對應的系統,提供醫師客觀數據,取得具體評估偏頭痛患者對於相異藥品的響應特徵訊息資料,就是本發明所要解決的問題。 Therefore, how can we provide accurate reference information so that doctors can conduct objective and precise medication assessments without relying on subjective statements after trying the medication with patients? How can we establish a pre-interpretation method and corresponding system to provide doctors with objective data and obtain specific results? Evaluating the response characteristic information of migraine patients to different drugs is the problem to be solved by the present invention.
鑑於上述問題,本發明的主要目的在提供一種偏頭痛疾患者藥物響應特徵訊息功率量測方法,透過量測健康受測者、用藥前後之偏頭痛患者等的腦波圖與眼電圖特徵值,獲得客觀具體的藥物響應特徵值的數據資料,讓病患的藥物響應情況情況可以量化預測。 In view of the above problems, the main purpose of the present invention is to provide a method for measuring the power of drug response characteristic information of migraine patients, by measuring the electroencephalogram and electrooculogram characteristic values of healthy subjects, migraine patients before and after taking medication, etc. , obtain objective and specific data on drug response characteristic values, so that the patient's drug response can be quantitatively predicted.
本發明的另一目的,在提供一種偏頭痛患者藥物響應特徵訊息功率量測系統,供檢測一受測對象的大腦藥物響應皮層靜息態藥物響應特徵訊息。 Another object of the present invention is to provide a power measurement system for drug response characteristic information of migraine patients, for detecting the resting-state drug response characteristic information of the cerebral drug response cortex of a subject.
10:量測系統 10:Measurement system
11:儲存單元 11:Storage unit
12:量測單元 12:Measurement unit
13:顯示單元 13:Display unit
15:處理單元 15: Processing unit
16:比對單元 16: Comparison unit
17:網路傳輸單元 17:Network transmission unit
21~25:步驟 21~25: Steps
31:枕骨黏貼片 31: Occipital bone adhesive patch
33:量測電極 33: Measuring electrode
35:綁帶 35: straps
圖1為本發明之較佳實施例的裝置架構示意圖。 Figure 1 is a schematic diagram of the device architecture of a preferred embodiment of the present invention.
圖2為本發明的較佳實施例的實施方法流程圖。 Figure 2 is a flow chart of the implementation method of the preferred embodiment of the present invention.
圖3為腦電圖量測時的頭皮電極安放位置示意圖。 Figure 3 is a schematic diagram of the placement of scalp electrodes during EEG measurement.
圖4為本發明量測藥物響應皮層位置及量測結果示意圖,說明針對藥物響應組和無反應者組的靜息態腦區位置,所量測的自發腦波頻譜、以及自發頻段量測結果的差異。 Figure 4 is a schematic diagram of the measurement of drug-responsive cortical locations and measurement results according to the present invention, illustrating the measured spontaneous brainwave spectrum and spontaneous frequency band measurement results for the resting-state brain area locations of the drug-responsive group and the non-responder group. difference.
圖5為本發明量測結果長條圖,說明以靜息態腦波特徵評估藥物響應特徵的統計可靠度。 Figure 5 is a bar graph of measurement results of the present invention, illustrating the statistical reliability of using resting-state brainwave characteristics to evaluate drug response characteristics.
圖6為本發明較佳實施例的固定裝置和電極的設置示意圖。 Figure 6 is a schematic diagram of the arrangement of the fixation device and electrodes according to the preferred embodiment of the present invention.
以下藉由特定的具體實施例說明本發明之實施方式,熟悉此技藝之人士可由本說明書所揭示之內容輕易地瞭解本發明之優點與功效。 The following describes the implementation of the present invention through specific embodiments. Those familiar with the art can easily understand the advantages and effects of the present invention from the content disclosed in this specification.
本說明書所附圖式所繪示之結構、比例、大小等,均僅用以配合說明書之揭示內容,以供熟悉此技藝之人士瞭解與閱讀,並非用以限定本發明可實施之限定條件,任何結構之修飾、大小之調整或比例關係之改變,在無實質變更技術內容下,當亦視為本發明可實施之範疇。 The structures, proportions, sizes, etc. shown in the drawings attached to this specification are only used to match the disclosure content of the specification and are for the understanding and reading of those familiar with this art. They are not used to limit the conditions for the implementation of the present invention. Any modification of the structure, adjustment of the size or change of the proportional relationship shall also be deemed to be within the scope of the present invention as long as it does not substantially change the technical content.
本發明用於偏頭痛患者藥物響應特徵訊息功率量測系統的第一較佳實施例如圖1所示。偏頭痛患者藥物響應特徵訊息功率量測系統10包括儲存單元11、量測單元12、顯示單元13、處理單元15、比對單元16、以及網路傳輸單元17;其中處理單元15訊號連接至上述量測單元12,且比對單元16訊號連結至上述儲存單元11與處理單元15。
The first preferred embodiment of the present invention for measuring the power of drug response characteristic information for migraine patients is shown in Figure 1. The migraine patient drug response characteristic information
在本案中,首先分別累積測量一定數量的健康受測者、以及具有偏頭痛受測者的靜息態腦電圖(Neuroscan,Compumedics Ltd),每一位受測者以例如500Hz的取樣頻率進行5分鐘;參與者被指示閉上眼睛,但保持清醒和放鬆,並且不執行任何明確的任務。其中,針對藥物反應會產生明顯差異腦區,在此定義為藥物響應皮層,該區域所發出之腦波資料,透過建立適當數目的母體樣本判斷模型,提供後續比對。 In this case, first, the resting-state electroencephalogram (Neuroscan, Compumedics Ltd) of a certain number of healthy subjects and subjects with migraine was accumulated and measured, and each subject was measured at a sampling frequency of, for example, 500Hz. 5 minutes; participants were instructed to close their eyes but remain awake and relaxed, and not to perform any explicit tasks. Among them, the brain area that will produce significant differences in drug response is defined here as the drug response cortex. The brain wave data emitted by this area can provide subsequent comparison by establishing an appropriate number of maternal sample judgment models.
為避免判斷模型出現誤判,本例中上述受測者須保持清醒並處於放鬆狀態,且於受測前不可攝入咖啡因或服用鎮痛劑,上述偏頭痛疾患受試者排除(1)過度使用頭痛藥物或使用偏頭痛預防劑,(2)定期或每天一次 使用激素或其他藥物,以及(3)合併重度抑鬱症或情感障礙等三類患者;另外,雖允許前述偏頭痛疾患受測者存在間歇性頭痛,但若發生急性偏頭痛,或出於任何原因使用治療偏頭痛藥物,則將重新安排腦電圖記錄。 In order to avoid misjudgments in the judgment model, the above-mentioned subjects in this example must remain awake and in a relaxed state, and cannot consume caffeine or take analgesics before the test. The above-mentioned subjects with migraine disorders exclude (1) overuse Headache medication or use of migraine preventives, (2) regularly or once daily The use of hormones or other drugs, and (3) patients with severe depression or affective disorders; in addition, although the subjects with the aforementioned migraine disorders are allowed to have intermittent headaches, if an acute migraine occurs, or for any reason If migraine medication is used, the EEG recording will be rescheduled.
如圖2之步驟21所示,本實施例中以量測單元12透過複數腦波紀錄貼片量測受測者的腦波,直到該受測者的腦部處於一靜息態,且在步驟22維持以例如500Hz取樣頻率持續記錄至少5分鐘。在建立判斷模型的階段中,量測時的頭皮電極安放位置如圖3所示,是依照傳統的腦電波量測方式,同時量測受測者在靜息態的腦部各區域自發活化功率,並且依據頻率高低分布,供後續進行統計運算。
As shown in
一旦受測者在步驟23睡著,則將喚醒受測者,重複前述步驟21、22;並且在步驟24把量測單元12量測所得的藥物響應皮層的靜息態訊息經過處理單元15中的濾波器作一經濾波處理,剔除心電圖數據或眼電圖數據的干擾,得到至少一特徵頻段例如α頻段(8-13Hz頻率範圍)自發活化的功率。在建立判斷模型的過程中,是在用藥前和用藥三個月後,追蹤量測所有偏頭痛病患的上述靜息態腦電波的自發活化功率,並且依照偏頭痛病患對於服用特定藥物例如氟桂利嗪(flunarizine)三個月後,症狀是否有明顯的改善,將病患區分為有反應者(responders)和無反應者(nonresponders)兩組,對於各組的自發活化功率進行統計。
Once the subject falls asleep in
最後在步驟25,利用比對單元16將上述大腦藥物響應皮層靜息態腦波中的上述特徵頻段自發活化的功率和上述判斷模型進行比對,以產生一比對資訊並輸出一藥物響應特徵訊息而顯示在顯示單元13,並且藉由例如網路傳輸單元17傳輸給遠端的資料庫紀錄。在本例中,藥物響應特徵
訊息功率是針對左右兩側的視覺皮層(visual cortices),結果發現如圖4所示,在雙側視覺皮層中,無反應者的α功率顯著高於有反應者;而統計結果如圖5所示,左側視覺皮層:有反應者=66.8±44.5,無反應者=144.9±136.7,P=0.01,右側視覺皮層:有反應者=51.4±37.2,無反應者=122.2±118.6,P=0.01。
Finally, in
經由上述比對和統計可以發現,並不需要讓偏頭痛病患逐步試錯,真正服藥一個完整流程,才發現某藥物對此病患無效;相反地,許多藥物的效果可以借助預先量測大腦皮質的靜息態腦波的自發活化功率,就可以獲得可量化的藥物響應特徵值,獲得可靠的科學數據,供醫師參考。而且如圖6所示,由於依據本發明的判斷模型,可以準確縮減需要量測的區域範圍,使得依照本發明的揭露,只需要利用一片例如枕骨黏貼片31的固定裝置,將一對視覺皮層量測電極33固定於對應受測者的藥物響應皮層,就可以準確取得供參考的科學數據,當然,如本技術領域人士所能輕易理解,上述枕骨黏貼片31也可以配合一道彈性套設於上述受測者頭部的綁帶35,或者是直接以綁帶取代,都無礙於本發明的實施。而且,枕骨黏貼片無論是直接用導線將量測轉換的電訊號輸出,或是在枕骨黏貼片上安裝例如鈕扣電池和天線,作為無線訊號輸出,都可以達成本發明的效果。
Through the above comparison and statistics, it can be found that there is no need for migraine patients to gradually trial and error, and actually take a complete process of medication before discovering that a certain drug is ineffective for this patient; on the contrary, the effects of many drugs can be measured in advance in the brain. By measuring the spontaneous activation power of cortical resting-state brain waves, we can obtain quantifiable drug response characteristic values and obtain reliable scientific data for physicians’ reference. Moreover, as shown in FIG. 6 , because the judgment model according to the present invention can accurately reduce the area that needs to be measured, according to the disclosure of the present invention, it is only necessary to use a fixing device such as an
惟以上所述者,僅為本發明之較佳實施例而已,不能以此限定本發明實施之範圍,凡是依本發明申請專利範圍及發明說明書內容所作之簡單的等效變化與修飾,皆應仍屬本發明專利涵蓋之範圍內。 However, the above are only preferred embodiments of the present invention, and cannot be used to limit the scope of the present invention. All simple equivalent changes and modifications made based on the patent scope of the present invention and the content of the invention description should be made. It is still within the scope of the patent of this invention.
21~25:步驟 21~25: Steps
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US20180353094A1 (en) * | 2015-12-04 | 2018-12-13 | University Of Iowa Research Foundation | Apparatus, Systems and Methods for Predicting, Screening and Monitoring of Encephalopathy/Delirium |
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