緑内障などの眼疾患による視野障害からの 交通事故リスク推定法の確立

緑内障などの眼疾患による視野障害からの
交通事故リスク推定法の確立
― 平成 27 年度(中間報告) タカタ財団助成研究論文 ―
ISSN 2185-8950
研究代表者
朝岡
亮
研究実施メンバー
研究代表者
東京大学 医学部 附属病院眼科
朝岡 亮
ሗ࿌᭩ᴫせ
୧║ど㔝᥎ᐃἲ
ᮏࣉࣟࢪ࢙ࢡࢺࡣ㸪
┠ⓗ㸸ඃ఩║࡟ࡼࡗ࡚⿵ṇࢆ⾜࠸ OLQHDU VFDOH ⾲♧ࡋࡓ༢║ど㔝ࢆ⏝࠸ࡿ࡜୧║ど㔝ண ್ࡀᨵၿࡉࢀࡿ࠿᳨ウࡍࡿࡇ࡜
᪉ἲ㸸㛤ᨺ㝮ゅ⥳ෆ㞀 ே ║ ༢║ど㔝ࡲࡓࡣ୧║ど㔝 ᐃ࡟ࡣࣁࣥࣇ࣮ࣜど㔝᳨ᰝ
6,7$VWDQGDUG ࢆ⏝࠸ࡓ ඃ఩║ ᐃࡣ୧║࡜ࡶ஧ᅇࡎࡘ⾜࠸ ᖹᆒ್ࢆゎᯒ࡟⏝࠸
ࡓ ᐃࡉࢀࡓ୧║ど㔝ࡣ௨ୗࡢ ࡘࡢ᪉ἲࢆ⏝࠸࡚༢║ど㔝࠿ࡽண ࢆ⾜ࡗࡓ
㸨௨ୗグ㍕ᵝᘧࢧࣥࣉࣝ
ձ ,9) PHWKRG ղ PRQRFXODU VHQVLWLYLW\ VXPPDWLRQ PHWKRGV RQ WKH G% VFDOH ճ
┠ ḟ㸦 㺬㺽㺐㺻㺢ኴᩥᏐ㸧
OLQHDUVFDOH/DPEHUWմPRQRFXODUVHQVLWLYLW\VXPPDWLRQPHWKRGVRQWKHOLQHDU
VFDOHDGMXVWHGIRUWKHRFXODUGRPLQDQFH
⥳ෆ㞀࡞࡝ࡢ║⑌ᝈ࡟ࡼࡿど㔝㞀ᐖ࠿ࡽࡢ஺㏻஦ᨾࣜࢫࢡ᥎ᐃἲࡢ☜❧
➨ ❶ࡣࡌࡵ࡟
⤖ᯝ㸸⤯ᑐ್࡛⾲♧ࡋࡓ ᐃㄗᕪࡣ OLQHDU VFDOH PHDQs6' sࡀ ,9)
◊✲⫼ᬒ
ࡉࡽ࡟ ඃ఩║࡟ࡼࡗ࡚⿵ṇ
PHWKRGsࡼࡾࡶ᭷ព࡟ᑠࡉ࠿ࡗࡓS
┠ⓗ
➨ ❶᪉ἲ
ࡋࡓ᪉ἲ sࡀ ⿵ṇࡋ࡞࠸᪉ἲࡼࡾࡶඃ఩࡟ ᐃㄗᕪࡀ᭷ព࡟ᑠࡉࡃ࡞ࡗ
୧║ど㔝᥎ᐃἲ
ࡓS WKHG%VFDOHVXPPDWLRQPHWKRGsࡣ௚ࡢ᪉ἲࡼࡾࡶ ᐃㄗ
஺㏻஦ᨾ࡜どᶵ⬟ࡢ㛵㐃
➨ ❶⤖ᯝ
ᕪࡀ኱ࡁࡃ࡞ࡗࡓS
୧║ど㔝᥎ᐃἲ
ࡲ࡜ࡵ㸸᭱ࡶṇ☜࡞୧║ど㔝ண ࡣඃ఩║⿵ṇࢆ⾜ࡗࡓ
஺㏻஦ᨾ࡜どᶵ⬟ࡢ㛵㐃OLQHDUVFDOHࢆ⏝࠸ࡿࡇ࡜࡛࠶
ࡿ㸬
➨ ❶⪃ᐹ
➨ ❶ࡲ࡜ࡵ࡜௒ᚋࡢㄢ㢟
஺㏻஦ᨾ࡜どᶵ⬟ࡢ㛵㐃
㸯㸷㸯౛ࡢ⥳ෆ㞀౛࡟஺㏻஦ᨾ࡟㛵ࡍࡿ⪺ࡁྲྀࡾㄪᰝࢆ⾜ࡗࡓࠋࡇࡢ⤖ᯝࢆ฼⏝ࡋ࡚ࠊどຊࠊ
୧║ど㔝ࠊᖺ㱋ࠊᛶูࠊERG\PDVVLQGH[ ࡢ࠺ࡕࠊ஺㏻஦ᨾṔ࡟㛵㐃ࡀ࠶ࡿࡢࡣࠊᝏ࠸᪉ࡢ
║ࡢどຊ࡛࠶ࡗࡓࠋ
ཧ⪃ᩥ⊩
௜㘓
௒ᚋ࡬ࡢᒎᮃ
/LQHDUVFDOH ࢆ⏝࠸ࡓຍ⟬ἲ࡟ࡼࡾ᥎ᐃࡉࢀࡿ୧║ど㔝࡜஺㏻஦ᨾࡢ㛵㐃ࢆゎᯒࡍࡿࡇ࡜ࠋ
᭦࡟ࠊ✀ࠎࡢᶵᲔᏛ⩦ἲ࡞࡝ࡶ㥑౑ࡋ࡚ࡼࡾṇࡋࡃ஺㏻஦ᨾࣜࢫࢡࢆணぢ࡛ࡁࡿ࠿᳨ドࡍࡿ
ࡇ࡜ࠋ
1
➨ ❶
ࡣࡌࡵ࡟
◊✲⫼ᬒ
⮬ື㌴஦ᨾ࡟ࡼࡿṚஸ⪅㸪Ṛയ⪅ࡣᩘᖺ๓࠿ࡽῶᑡࡋ࡚ࡁ࡚࠸ࡿࡶࡢࡢ㸪 ᖺࡢ⮬ື㌴
஦ᨾ࡟ࡼࡿṚஸ⪅ࡣ ே㸪Ṛയ⪅ࡣ ୓ே௨ୖ࡛㸪࠸ࡲࡔከࡃࡢேࡀ⮬ື㌴஦ᨾࡢ≛≅
࡟࡞ࡗ࡚࠸ࡿ㸬㏆ᖺ࡟࡞ࡗ࡚║⑌ᝈ࡟ࡼࡿどᶵ⬟㞀ᐖ࡜஺㏻஦ᨾࡢ㛵㐃ࡀὀ┠ࡉࢀ࡚࠾ࡾࠊ
║⑌ᝈࡢ஺㏻஦ᨾ࡟୚࠼ࡿᙳ㡪ࢆゎᯒࡍࡿࡇ࡜ࡣ㔜せ࡛࠶ࡿ࡜⪃࠼ࡽࢀࡿ
⥳ෆ㞀ࡢᮏ㑥࡟࠾ࡅࡿ᭷⑓⋡ࡣ ṓ௨ୖࡢ⣙㸳㸣࡛࠶ࡾࠊࡲࡓᮏ㑥࡟࠾ࡅࡿ୰㏵ኻ᫂ࡢཎ
ᅉ࡜ࡋ࡚᭱ࡶከ࠸ࡶࡢ࡛࠶ࡿ. ᮏ◊✲࡛ࡣ᭱ࡶ௦⾲ⓗ࡞║⑌ᝈࡢ୍ࡘ࡛࠶ࡿ⥳ෆ㞀࡟࠾ࡅࡿࠊ
どᶵ⬟㞀ᐖ࡜஺㏻஦ᨾࡢ㛵㐃ࢆゎᯒࡋࡓ.
⥳ෆ㞀ᝈ⪅ࡣᙜ↛㏻ᖖ୧║ࢆゎᨺࡋࡓ≧ែ࡛⏕άࡋ࡚࠸ࡿࠋࡇࢀࡲ࡛ࡢ◊✲࠿ࡽ୧║ど㔝
ࡀどぬ⏕ά㞀ᐖᗘ㸦Quality of Visual Life㸧QoV ࡜㛵㐃ࡋ࡚࠸ࡿࡇ࡜ࡀศ࠿ࡗ࡚࠸ࡿ. ౛࠼
ࡤQoVL ࡜ Esterman ど㔝᳨ᰝ࡛ ᐃࡉࢀࡓ୧║ど㔝࡜ࡢ㛫࡟ᙉ࠸┦㛵㛵ಀࡀ࠶ࡿࡇ࡜ࡀ
௨๓ࡼࡾሗ࿌ࡉࢀ࡚࠸ࡿ.[1-7] ᚑࡗ࡚ ஺㏻஦ᨾ࡜ど㔝ࡢ㛵㐃ࢆゎᯒࡍࡿ㝿࡟ࡶᙜ↛୧║
ど 㔝 ࢆ ⏝ ࠸ ࡿ ࡭ ࡁ ࡛ ࠶ ࡿ . Esterman ୧ ║ ど 㔝 ࡣ Humphrey ど 㔝 ィ (HFA 㸹 ZeissHumphrey Systems, Dublin, CA)ࡸ Octopus 900 (Haag-Streit, Koniz, Switzerland)
࡞࡝ࡢ㟼ⓗ⮬ືど㔝ィࢆ⏝࠸࡚ ᐃࢆ⾜ࢃࢀࡿࡀ ་⒪⌧ሙ࡟࠾࠸࡚୧║ど㔝ࡀ ᐃࡉࢀࡿ
ࡇ࡜ࡣ࡯࡜ࢇ࡝࡞ࡃ ከࡃࡢ᪋タ࡛༢║ど㔝ࢆ ᐃࡋ ᶵ⬟ホ౯ࢆ⾜ࡗ࡚࠸ࡿ. ࡑࡢ⤖ᯝ࡜
ࡋ࡚༢║ࡢど㔝ࢆ⤫ྜࡋࡓ᥎ᐃ୧║ど㔝㸦IVF㸧ࡀ⏝࠸ࡽࢀ࡚࠸ࡿ.[8-11] IVF ࡣ∦║
ࡎࡘࡢど㔝᳨ᰝ⤖ᯝࢆẚ㍑ࡋࡓ㝿࡟ ᑐᛂࡋࡓ∦║ࡢど㔝᳨ᰝⅬ࠿ࡽ ࡼࡾឤᗘࡢ㧗࠸㜈್
2
ࢆ୧║ど㔝ឤᗘ࡜ࡋ࡚᥇⏝ࡍࡿ. ௨ୖࢆ඲࡚ࡢ᳨ᰝⅬ࠾࠸࡚⾜࠸ ୧║ど㔝ࢆᵓ⠏ࡍࡿ.
⥳ෆ㞀ᛶど㔝Ḟᦆ࡟࠾࠸࡚ IVF ࡣ Esterman ど㔝࡜㏆ఝࡍࡿࡇ࡜ࡀሗ࿌ࡉࢀ࡚࠾ࡾ ⱥᅜ
࡛ࡣ⥳ෆ㞀ᝈ⪅ࡢ㐠㌿㐺ᛶホ౯࡟ࡶ⏝࠸ࡽࢀ࡚࠸ࡿ.[9,11] ࡉࡽ࡟IVF ࡣEsterman ど
㔝ࡼࡾࡶ⥳ෆ㞀ᝈ⪅࡟࠾ࡅࡿ QoVL ࡢᝏ໬࡜ᐦ᥋࡟㛵㐃ࡋ࡚࠸ࡿࡇ࡜ࡀ♧ࡉࢀ࡚࠾ࡾ ⥳ෆ
㞀ᝈ⪅࡟࠾ࡅࡿ QoVL ホ౯ࡢ㝿࡟ ከࡃࡢ◊✲࡛ IVF ࡀ⏝࠸ࡽࢀ࡚࠸ࡿ.[3,11-21] ᡃࠎ
ࡣ㐣ཤ࡟ ࡼࡾⰋ࠸ឤᗘ࡛ᵓᡂࡍࡿ᪉ἲ࡜ IVF ࡢ㛫࡟㐪࠸ࡀ࠶ࡿࡇ࡜ࢆሗ࿌ࡋࡓ.[22]
Nelson-Quigg ࡽࡣ IVF ࡣ୧║ຍ⟬ࣔࢹࣝ(ᩘᘧ㸹SR ࡜ SL ࡣࡑࢀࡒࢀ dB ⾲グࡉࢀࡓྑ
║࡜ᕥ║ࡢ༢║ࡎࡘࡢឤᗘࢆ♧ࡋ࡚࠸ࡿ.[17]) ࡜ẚ㍑ࡍࡿ࡜ ࡼࡾጇᙜ࡞୧║ど㔝ண ࡀ
ྍ⬟࡛࠶ࢁ࠺࡜ሗ࿌ࡋ࡚࠸ࡿ.[23] ࡋ࠿ࡋ࡞ࡀࡽ ୧║ຍ㔜ࣔࢹࣝࡢィ⟬ࡢ㝿࡟ ༢║ࡢど
㔝ឤᗘࡀ dB ⾲グ࠿ linear ⾲グࡢ࡝ࡕࡽࢆ⏝࠸ࡽࢀࡿ࡭ࡁ࡞ࡢ࠿᳨ウࡉࢀ࡚࠸࡞࠸. ࡇࡢศ
㔝࡛ᗈࡃᘬ⏝ࡉࢀ࡚࠸ࡿ୧║ຍ㔜ࣔࢹ࡛ࣝ࠶ࡿ Michelson ࣔࢹࣝ[24]࡟࠾࠸࡚ࡣ linear
brightness ⾲グࢆ⏝࠸࡚࠸ࡿ.[25-28]
㐣ཤࡢ࡝ࡢࣔࢹࣝࡶ ୧║ຍ⟬ࡢ㝿࡟ ║ඃ఩ᛶࡣ⪃៖ࡉࢀ࡚࠸࡞࠸. ୧║ど㔝㜚
தࡣ ୧║࡟␗㉁ࡢどᶆࢆぢࡏࡓሙྜ࡟㉳ࡇࡿどぬࡢ⌧㇟࡛࠶ࡿ. ࡇࡢ㝿 ࡑࢀࡒࢀࡢ║࡛
▱ぬࡋࡓ࢖࣓࣮ࢪࡣ㔜ࡡྜࢃࡏ࡚ᵓ⠏ࡉࢀࡿࢃࡅ࡛ࡣ࡞ࡃ ∦║࠿ࡽ࢖࣓࣮ࢪࢆᢚไࡍࡿࡇ
࡜࡟ࡼࡗ࡚ ᕥྑ║࡝ࡕࡽ࠿ࡢ࢖࣓࣮ࢪࢆ஺஫࡟▱ぬࡋ࡚࠸ࡿ.[29]
⥳ෆ㞀࡟࠾࠸࡚ࡣ
ᕥྑ║࡛ᑐᛂࡋࡓ⟠ᡤࡢど㔝ឤᗘࡀ ኱ࡁࡃ␗࡞ࡿሙྜ࡟࠾࠸࡚ ࡇࡢ୧║ど㔝㜚தࡀ㉳ࡇ
ࡗ࡚࠸ࡿྍ⬟ᛶࡀ࠶ࡿ. ║ඃ఩ᛶࡣ ୧║࡛ࡢ࢖࣓࣮ࢪࡢᢚไ㢖ᗘࡢ㐪࠸ࡢ⤖ᯝ࡛࠶
ࡿ.[30]
ᡃࠎࡣ║ඃ఩ᛶࢆ⪃៖ࡍࡿࡇ࡜࡛୧║ど㔝ホ౯ἲࡀᨵၿࡉࢀࡿࡢ࡛ࡣ࡞࠸࠿࡜⪃
࠼ࡓ.
3
᭦࡟ ࡇࢀࡲ࡛࡟౛࠼ࡤࢻࣛ࢖ࣅࣥࢢࢩ࣑࣮ࣗࣞࢱ࣮ࢆ⏝࠸ࡓ⤖ᯝ࡜ ,9) ࡢ㛵ಀࢆ
ㄪ࡭ࡓ◊✲࡞࡝ࡣሗ࿌ࡉࢀ࡚࠸ࡿࡀ ᐇ㝿ࡢ஺㏻஦ᨾṔ࡜どᶵ⬟ࡢ㛵㐃ࢆヲ⣽࡟ㄪ࡭ࡓሗ
࿌ࡣ↓࠸ࡇࡢ◊✲ࡢࡶ࠺୍ࡘࡢ┠ⓗࡣࠊ⥳ෆ㞀ᝈ⪅࡟࠾࠸࡚ᐇ㝿ࡢ஺㏻஦ᨾṔࢆ⫈ྲྀࡋ
どᶵ⬟࡜஺㏻஦ᨾࡢ㛵㐃ࢆヲ⣽࡟ㄪ࡭ どᶵ⬟ィ ್࠿ࡽ஺㏻஦ᨾࣜࢫࢡࢆணぢࡍࡿࡇ࡜ࡀ
ྍ⬟࡛࠶ࡿ࠿ࢆ᳨ドࡍࡿࡇ࡜࡛࠶ࡿ
┠ⓗ
ࡇࡢ◊✲ࡢ᭱ึࡢ┠ⓗࡣ linear ⾲グ࡛ࡢ༢║ど㔝ឤᗘࢆ⏝࠸ࡿ᪉ἲࡸ║ඃ఩ᛶ࡛
ࡢ⿵ṇࢆ⾜࠺ࡇ࡜࡟ࡼࡗ࡚ ࡼࡾṇ☜࡞୧║ど㔝ண ࡀྍ⬟࠿࡝࠺࠿ㄪ࡭ࡿࡇ࡜࡛࠶ࡿ.
ࡇࢀࡲ࡛࡟౛࠼ࡤࢻࣛ࢖ࣅࣥࢢࢩ࣑࣮ࣗࣞࢱ࣮ࢆ⏝࠸ࡓ⤖ᯝ࡜ ,9) ࡢ㛵ಀࢆㄪ࡭ࡓ
◊✲࡞࡝ࡣሗ࿌ࡉࢀ࡚࠸ࡿࡀ ᐇ㝿ࡢ஺㏻஦ᨾṔ࡜ どᶵ⬟ࡢ㛵㐃ࢆヲ⣽࡟ㄪ࡭ࡓሗ࿌ࡣ↓
࠸ࡇࡢ◊✲ࡢࡶ࠺୍ࡘࡢ┠ⓗࡣ⥳ෆ㞀ᝈ⪅࡟࠾࠸࡚ᐇ㝿ࡢ஺㏻஦ᨾṔࢆ⫈ྲྀࡋどᶵ
⬟࡜஺㏻஦ᨾࡢ㛵㐃ࢆヲ⣽࡟ㄪ࡭ どᶵ⬟ィ ್࠿ࡽ஺㏻஦ᨾࣜࢫࢡࢆணぢࡍࡿࡇ࡜ࡀྍ⬟
࡛࠶ࡿ࠿ࢆ᳨ドࡍࡿࡇ࡜࡛࠶ࡿ
➨ ❶
᪉ἲ
୧║ど㔝᥎ᐃἲ
ࡇࡢ◊✲ࡣᮾி኱Ꮫ་Ꮫ㒊௜ᒓ⑓㝔ࡢ೔⌮つᐃጤဨ఍࡟࠾࠸࡚ᢎㄆࡉࢀᑐ㇟࡜
࡞ࡗࡓᝈ⪅࠿ࡽᮏ◊✲ཧຍࡢᢎㅙ᭩ࢆ᭩㠃࡟ࡼࡾྲྀᚓࡋࡓᮏ◊✲ࡣ࣊ࣝࢩࣥ࢟ᐉゝ࡟
4
ᚑࡗ࡚⾜ࢃࢀࡓ
࣭ᑐ㇟
⥳ෆ㞀ᝈ⪅ ྡ㛤ᨺ㝮ゅ⥳ෆ㞀㸸 ྡṇᖖ║ᅽ⥳ෆ㞀㸸 ྡⴠᒌ⥳ෆ㞀㸸
ྡࢆᑐ㇟࡜ࡋࡓ඲࡚ࡢᝈ⪅ࡣᮾி኱Ꮫ㝃ᒓ⑓㝔࡟࡚἞⒪ࢆཷࡅ࡚࠾ࡾ௨ୗࡢᇶ‽ࢆ‶
ࡓࡋࡓ⑕౛ࢆᑐ㇟࡜ࡋࡓ ṓ௨ୖ⥳ෆ㞀ࡀど㔝Ḟᦆࡸど㔝㞀ᐖࡢ၏୍ࡢ㞀ᐖ࡛
࠶ࡿࡇ࡜᭱ప ࣨ᭶㛫║ᅽ࡜ど㔝ࡀᏳᐃࡋ࡚࠸ࡿࡇ࡜௨ୗ࡟♧ࡍ࢔ࣥࢲ࣮ࢯ
࣭ࣥࣃࢸࣛᇶ‽࡛つᐃࡉࢀࡓ⥳ෆ㞀ᛶど㔝Ḟᦆࡀ࠶ࡿࡇ࡜ࣃࢱ࣮ࣥᶆ‽೫ᕪ☜⋡ࣉࣟࢵࢺ
࡟࠾࠸࡚☜⋡ ௨ୗࢆ♧ࡍⅬࡀ ࡘࡲࡓࡣࡑࢀ௨ୖࡢ㐃⥆ࡋࡓሙྜࡲࡓࡣ༙ど㔝࡟
࠾࠸࡚☜⋡ ௨ୗࡢⅬࡀ୍ࡘ࠶ࡿࡇ࡜㸹௨ୗࡢฟ⌧☜⋡ࢆ♧ࡍࣃࢱ࣮ࣥᶆ‽೫ᕪ㸹⥳ෆ
㞀ᛶ༙ど㔝ࢸࢫࢺ࡛ṇᖖ⠊ᅖእどຊࡀ ௨ୖ࡛࠶ࡿࡇ࡜⥺⥔ᰕᖏษ㝖⾡
ࡸᒅᢡᡭ⾡ࢆྵࡴ║ᡭ⾡ࡣྵࡲ࡞࠸ⓑෆ㞀᦬ฟ⾡⥺⥔ᰕᖏษ㛤⾡ࡣ㝖ࡃ
࣭ど㔝᳨ᰝ
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MVC + (mean ± s.d.)
MVC - (mean ± s.d.)
N
28
163
ᖺ㱋 (years)
66.9 ± 11.4
63.1 ± 9.6
0.07
ᛶู (male/female)
20/8
121/43
0.76
B.M.I
22.4 ± 2.5
22.7 ± 3.0
0.65
Ⰻ࠸║ࡢどຊ (LogMar)
0.00 ±0.00
0.00 ± 0.02
0.26
ᝏ࠸║ࡢどຊ (LogMar)
0.03 ± 0.01
0.01 ± 0.003
0.01
Ⰻ࠸║ࡢ MD (dB)
-3.0 ± 4.0
-2.5 ± 4.0
0.35
ᝏ࠸║ࡢ MD (dB)
-7.1 ± 7.2
-7.0 ± 6.2
0.92
IVF-MD (dB)
-2.1 ± 3.9
-1.6 ± 3.7
0.52
18/4/6
88/42/33
0.52
32.1%=9/28
21.5%=35/163
0.23
107.9 ± 180.5
98.3 ± 89.2
0.12
⥳ෆ㞀㐍⾜ᗘ
(᪩ᮇ/୰ᮇ/
P value
᪂ᚋグ)
㐣ཤࡢ MVCs
(Yes/No)
㐌ࡢ㐠㌿㊥㞳 (km)
Table 3. MVC + ࢢ࣮ࣝࣉ࡜ MVC-ࢢ࣮ࣝࣉࡢẚ㍑ .
16
Variable
Coefficient
Std. Error
P
ᖺ㱋
0.043305
0.024268
0.0744
Ⰻ࠸║ࡢどຊ
19.59581
6.68125
0.0034
ᝏ࠸║ࡢどຊ
-452.12236
138446.52478
0.9974
BMI
-0.099944
0.084664
0.2378
ᛶู㸦ዪᛶ㸧
0.060366
0.50413
0.9047
IVFMD
-0.055465
0.061179
0.3646
㐣ཤࡢ MVCs
0.76108
0.47716
0.1107
Table 4 ከ㡯ᘧࣟࢪࢫࢸ࢕ࢵࢡᅇᖐࡢ⤖ᯝ
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