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Influenza epidemics, seasonality, and the effects of cold weather on cardiac mortality

tetano

Editor, Senior Moderator
Environ Health. 2012 Oct 1;11(1):74. [Epub ahead of print]
Influenza epidemics, seasonality, and the effects of cold weather on cardiac mortality.
von Klot S, Zanobetti A, Schwartz J.
Abstract
ABSTRACT:

BACKGROUND: More people die in the winter from cardiac disease, and there are competing hypotheses to explain this. The authors conducted a study in 48 US cities to determine how much of the seasonal pattern in cardiac deaths could be explained by influenza epidemics, whether that allowed a more parsimonious control for season than traditional spline models, and whether such control changed the short term association with temperature.
METHODS:

The authors obtained counts of daily cardiac deaths and of emergency hospital admissions of the elderly for influenza during 1992-2000. Quasi-Poisson regression models were conducted estimating the association between daily cardiac mortality, and temperature.
RESULTS:

Controlling for influenza admissions provided a more parsimonious model with better Generalized Cross-Validation, lower residual serial correlation, and better captured Winter peaks. The temperature-response function was not greatly affected by adjusting for influenza. The pooled estimated increase in risk for a temperature decrease from 0 to 5degreesC was 1.6% (95% confidence interval (CI) 1.1-2.1%). Influenza accounted for 2.3% of cardiac deaths over this period.
CONCLUSIONS:

The results suggest that including epidemic data explained most of the irregular seasonal pattern (about 18% of the total seasonal variation), allowing more parsimonious models than when adjusting for seasonality only with smooth functions of time. The effect of cold temperature is not confounded by epidemics.

PMID:
23025494
[PubMed - as supplied by publisher]

Free full text

http://www.ncbi.nlm.nih.gov/pubmed/23025494
 
Re: Influenza epidemics, seasonality, and the effects of cold weather on cardiac mortality

only 18% of the seasonal increase in cardiac deaths is due to influenza ?


-------------------------------------------------

deaths in USA 1959-2008 , summer and following winter , for
all causes,respiratory,ischemic heart,cancer,cerebrovascular,P+I
-----------------------------------------------------------------------------
Code:
800119,901393,32670,60963,251614,292772,133608,134645,88633,99689,21054,37903
803708,871699,32674,47124,255424,287710,136332,137044,86863,96315,20717,31184
825526,911710,34725,54043,266927,306198,140016,139770,88983,100370,21673,34615
838819,956666,35892,66336,272535,321837,142646,144068,89379,103186,21900,40225
852036,922797,37808,54025,279526,310831,144735,145989,89844,98938,22752,34007
876438,943205,40158,57958,288414,319962,148394,149133,91667,100065,24075,35802
877962,958229,40700,60858,290074,325168,151837,152286,91541,102160,23593,36363
906755,938567,44204,52889,301386,320128,155585,155737,95049,98571,25380,31237
898989,994706,42213,68692,300175,348146,158717,159697,92685,109316,23019,38350
912944,1012068,46407,77602,316313,355888,160888,163061,98996,109428,24602,41409
927840,997468,46884,66760,318678,351845,165572,166076,98993,108970,24709,35917
928977,989620,46983,60129,317313,350815,168406,169180,98812,108682,23987,32504
935109,1015757,47084,69398,321281,357798,172213,173990,99554,111289,23063,35103
946114,1019869,46896,69329,325896,359524,175622,176302,101278,111740,22784,34153
958667,1000142,49429,60604,326964,352308,178903,180358,103069,110558,23988,30465
940815,993822,47999,66833,317236,342627,183815,184277,98882,104841,22239,31633
914774,997986,46964,72839,305065,344730,186138,189001,92521,100468,20947,32752
905071,975138,47343,59416,299297,336131,191228,192087,87601,97098,20620,27874
923232,1007158,49462,72386,302791,344359,197839,199614,86639,94808,21553,32906
926924,973859,50909,58872,302173,300735,201395,202012,82344,88889,22014,25577
936119,1020756,51919,69999,264387,296682,206162,209561,81070,90509,19776,31606
951276,1047237,53539,80409,263923,300095,210727,213136,79370,88635,20145,36376
951347,1014092,55403,67613,262778,289908,215203,217948,76925,84298,20402,27462
965827,1033622,59479,78226,264708,290178,221645,222257,75181,81423,21484,31992
973085,1056434,62395,80899,260584,289004,225335,228662,73220,82437,22613,33483
981465,1092558,66461,94813,255432,289334,229671,233236,72741,82448,24492,40609
991581,1096242,70446,96007,249484,280278,234180,237477,71061,79944,26242,41362
1008686,1092830,73737,94357,243218,271920,237761,240204,70200,78589,27982,38843
1031171,1133226,77707,105793,243041,273106,243460,244946,71434,80886,29978,46154
1035663,1116697,79722,105600,239109,262286,246047,248708,70266,77157,30846,45200
1023297,1138606,78991,113200,233097,265586,251010,254628,68020,77866,30352,49054
1028282,1109211,81506,105154,230026,254653,257301,258516,67785,74850,31606,43402
1042018,1141124,84216,113843,228206,257358,260664,263949,67564,76254,31732,47279
1047646,1170417,84675,116697,227501,259341,264743,267029,68307,78678,31148,47091
1081314,1200505,90792,124040,228736,260079,268069,270706,70293,81668,33318,50983
1091753,1191742,90886,118848,226830,252389,272189,272403,72202,81932,32748,46907
1105561,1218079,92701,122942,226046,255268,272422,275741,74403,85380,33858,49104
1094858,1227320,93949,133810,221277,252487,272025,274238,74249,86293,33197,53938
1097784,1236451,96523,140330,217527,249428,273417,275811,74314,85096,34180,57257
1110243,1259356,99091,136287,215872,272612,275338,280637,74314,89195,35059,42820
1119077,1260203,92572,134245,242952,277889,279691,283298,76935,88847,22789,39297
1142182,1265075,98054,128608,239944,271473,283757,284394,78482,88185,24697,35944
1167124,1270837,103360,131995,238591,262398,283994,285706,77345,86521,26635,38361
1161116,1261698,101205,125250,230624,255283,284335,284758,75753,84025,26161,34667
1170091,1292784,102681,138707,224498,251587,285159,287790,74169,82171,26042,38746
1145411,1283584,99026,137511,211104,240874,282832,286765,70547,77856,23979,36767
1156150,1266169,100935,127263,206140,228243,285124,287833,66824,73597,23982,32933
1167154,1266023,99861,126078,201588,219598,286821,288432,64942,72154,23304,30750
1161398,1306103,101053,139202,190497,219652,288819,291906,63985,72012,21980,33085
1167596,1264179,104916,127678,187297,206618,288314,290867,62892,68541,21805,28252


Code:
sum over 50 years:
cause  summer  winter ratio av.excess
----------------------------------
all,50007094,54715019,1.094,94158
isc,12934099,14485119,1.120,31020
can,11080104,11175869,1.009, 1915
cer, 4028126, 4492828,1.115, 9294
res, 3415205, 4672460,1.368,25145
pne, 1267201, 1889703,1.491,12450

35000 flu-deaths per season = 37% of all excess winter deaths
 

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