Mortality and its predictors in Adult Diabetic ketoacidosis patients in East Africa: A 2025 Systematic review and meta-analysis

preprint OA: closed
Full text JSON View at publisher
Full text 105,384 characters · extracted from preprint-html · click to expand
Mortality and its predictors in Adult Diabetic... | F1000Research "use strict";function _typeof(t){return(_typeof="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t})(t)}!function(){var t=function(){var t,e,o=[],n=window,r=n;for(;r;){try{if(r.frames.__tcfapiLocator){t=r;break}}catch(t){}if(r===n.top)break;r=r.parent}t||(!function t(){var e=n.document,o=!!n.frames.__tcfapiLocator;if(!o)if(e.body){var r=e.createElement("iframe");r.style.cssText="display:none",r.name="__tcfapiLocator",e.body.appendChild(r)}else setTimeout(t,5);return!o}(),n.__tcfapi=function(){for(var t=arguments.length,n=new Array(t),r=0;r 3&&2===parseInt(n[1],10)&&"boolean"==typeof n[3]&&(e=n[3],"function"==typeof n[2]&&n[2]("set",!0)):"ping"===n[0]?"function"==typeof n[2]&&n[2]({gdprApplies:e,cmpLoaded:!1,cmpStatus:"stub"}):o.push(n)},n.addEventListener("message",(function(t){var e="string"==typeof t.data,o={};if(e)try{o=JSON.parse(t.data)}catch(t){}else o=t.data;var n="object"===_typeof(o)&&null!==o?o.__tcfapiCall:null;n&&window.__tcfapi(n.command,n.version,(function(o,r){var a={__tcfapiReturn:{returnValue:o,success:r,callId:n.callId}};t&&t.source&&t.source.postMessage&&t.source.postMessage(e?JSON.stringify(a):a,"*")}),n.parameter)}),!1))};"undefined"!=typeof module?module.exports=t:t()}(); dataLayer = dataLayer || []; // Standard GTM initialization - Google Consent Mode handles consent automatically (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl+ '>m_auth=hzk0Vc3qFsQYhCrIoHz68A>m_preview=env-1>m_cookies_win=x';f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-MWFK8L5J'); ;window.NREUM||(NREUM={});NREUM.init={distributed_tracing:{enabled:true},privacy:{cookies_enabled:true},ajax:{deny_list:["bam.nr-data.net"]}}; ;NREUM.loader_config={accountID:"438030",trustKey:"438030",agentID:"772317073",licenseKey:"97f8f67f26",applicationID:"772317073"} ;NREUM.info={beacon:"bam.nr-data.net",errorBeacon:"bam.nr-data.net",licenseKey:"97f8f67f26",applicationID:"772317073",sa:1} ;/*! For license information please see nr-loader-spa-1.236.0.min.js.LICENSE.txt */ (()=>{"use strict";var e,t,r={5763:(e,t,r)=>{r.d(t,{P_:()=>l,Mt:()=>g,C5:()=>s,DL:()=>v,OP:()=>T,lF:()=>D,Yu:()=>y,Dg:()=>h,CX:()=>c,GE:()=>b,sU:()=>_});var n=r(8632),i=r(9567);const o={beacon:n.ce.beacon,errorBeacon:n.ce.errorBeacon,licenseKey:void 0,applicationID:void 0,sa:void 0,queueTime:void 0,applicationTime:void 0,ttGuid:void 0,user:void 0,account:void 0,product:void 0,extra:void 0,jsAttributes:{},userAttributes:void 0,atts:void 0,transactionName:void 0,tNamePlain:void 0},a={};function s(e){if(!e)throw new Error("All info objects require an agent identifier!");if(!a[e])throw new Error("Info for ".concat(e," was never set"));return a[e]}function c(e,t){if(!e)throw new Error("All info objects require an agent identifier!");a[e]=(0,i.D)(t,o),(0,n.Qy)(e,a[e],"info")}var u=r(7056);const d=()=>{const e={blockSelector:"[data-nr-block]",maskInputOptions:{password:!0}};return{allow_bfcache:!0,privacy:{cookies_enabled:!0},ajax:{deny_list:void 0,enabled:!0,harvestTimeSeconds:10},distributed_tracing:{enabled:void 0,exclude_newrelic_header:void 0,cors_use_newrelic_header:void 0,cors_use_tracecontext_headers:void 0,allowed_origins:void 0},session:{domain:void 0,expiresMs:u.oD,inactiveMs:u.Hb},ssl:void 0,obfuscate:void 0,jserrors:{enabled:!0,harvestTimeSeconds:10},metrics:{enabled:!0},page_action:{enabled:!0,harvestTimeSeconds:30},page_view_event:{enabled:!0},page_view_timing:{enabled:!0,harvestTimeSeconds:30,long_task:!1},session_trace:{enabled:!0,harvestTimeSeconds:10},harvest:{tooManyRequestsDelay:60},session_replay:{enabled:!1,harvestTimeSeconds:60,sampleRate:.1,errorSampleRate:.1,maskTextSelector:"*",maskAllInputs:!0,get blockClass(){return"nr-block"},get ignoreClass(){return"nr-ignore"},get maskTextClass(){return"nr-mask"},get blockSelector(){return e.blockSelector},set blockSelector(t){e.blockSelector+=",".concat(t)},get maskInputOptions(){return e.maskInputOptions},set maskInputOptions(t){e.maskInputOptions={...t,password:!0}}},spa:{enabled:!0,harvestTimeSeconds:10}}},f={};function l(e){if(!e)throw new Error("All configuration objects require an agent identifier!");if(!f[e])throw new Error("Configuration for ".concat(e," was never set"));return f[e]}function h(e,t){if(!e)throw new Error("All configuration objects require an agent identifier!");f[e]=(0,i.D)(t,d()),(0,n.Qy)(e,f[e],"config")}function g(e,t){if(!e)throw new Error("All configuration objects require an agent identifier!");var r=l(e);if(r){for(var n=t.split("."),i=0;i {r.d(t,{D:()=>i});var n=r(50);function i(e,t){try{if(!e||"object"!=typeof e)return(0,n.Z)("Setting a Configurable requires an object as input");if(!t||"object"!=typeof t)return(0,n.Z)("Setting a Configurable requires a model to set its initial properties");const r=Object.create(Object.getPrototypeOf(t),Object.getOwnPropertyDescriptors(t)),o=0===Object.keys(r).length?e:r;for(let a in o)if(void 0!==e[a])try{"object"==typeof e[a]&&"object"==typeof t[a]?r[a]=i(e[a],t[a]):r[a]=e[a]}catch(e){(0,n.Z)("An error occurred while setting a property of a Configurable",e)}return r}catch(e){(0,n.Z)("An error occured while setting a Configurable",e)}}},6818:(e,t,r)=>{r.d(t,{Re:()=>i,gF:()=>o,q4:()=>n});const n="1.236.0",i="PROD",o="CDN"},385:(e,t,r)=>{r.d(t,{FN:()=>a,IF:()=>u,Nk:()=>f,Tt:()=>s,_A:()=>o,il:()=>n,pL:()=>c,v6:()=>i,w1:()=>d});const n="undefined"!=typeof window&&!!window.document,i="undefined"!=typeof WorkerGlobalScope&&("undefined"!=typeof self&&self instanceof WorkerGlobalScope&&self.navigator instanceof WorkerNavigator||"undefined"!=typeof globalThis&&globalThis instanceof WorkerGlobalScope&&globalThis.navigator instanceof WorkerNavigator),o=n?window:"undefined"!=typeof WorkerGlobalScope&&("undefined"!=typeof self&&self instanceof WorkerGlobalScope&&self||"undefined"!=typeof globalThis&&globalThis instanceof WorkerGlobalScope&&globalThis),a=""+o?.location,s=/iPad|iPhone|iPod/.test(navigator.userAgent),c=s&&"undefined"==typeof SharedWorker,u=(()=>{const e=navigator.userAgent.match(/Firefox[/\s](\d+\.\d+)/);return Array.isArray(e)&&e.length>=2?+e[1]:0})(),d=Boolean(n&&window.document.documentMode),f=!!navigator.sendBeacon},1117:(e,t,r)=>{r.d(t,{w:()=>o});var n=r(50);const i={agentIdentifier:"",ee:void 0};class o{constructor(e){try{if("object"!=typeof e)return(0,n.Z)("shared context requires an object as input");this.sharedContext={},Object.assign(this.sharedContext,i),Object.entries(e).forEach((e=>{let[t,r]=e;Object.keys(i).includes(t)&&(this.sharedContext[t]=r)}))}catch(e){(0,n.Z)("An error occured while setting SharedContext",e)}}}},8e3:(e,t,r)=>{r.d(t,{L:()=>d,R:()=>c});var n=r(2177),i=r(1284),o=r(4322),a=r(3325);const s={};function c(e,t){const r={staged:!1,priority:a.p[t]||0};u(e),s[e].get(t)||s[e].set(t,r)}function u(e){e&&(s[e]||(s[e]=new Map))}function d(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:"",t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:"feature";if(u(e),!e||!s[e].get(t))return a(t);s[e].get(t).staged=!0;const r=[...s[e]];function a(t){const r=e?n.ee.get(e):n.ee,a=o.X.handlers;if(r.backlog&&a){var s=r.backlog[t],c=a[t];if(c){for(var u=0;s&&u {let[t,r]=e;return r.staged}))&&(r.sort(((e,t)=>e[1].priority-t[1].priority)),r.forEach((e=>{let[t]=e;a(t)})))}function f(e,t){var r=e[1];(0,i.D)(t[r],(function(t,r){var n=e[0];if(r[0]===n){var i=r[1],o=e[3],a=e[2];i.apply(o,a)}}))}},2177:(e,t,r)=>{r.d(t,{c:()=>f,ee:()=>u});var n=r(8632),i=r(2210),o=r(1284),a=r(5763),s="nr@context";let c=(0,n.fP)();var u;function d(){}function f(e){return(0,i.X)(e,s,l)}function l(){return new d}function h(){u.aborted=!0,u.backlog={}}c.ee?u=c.ee:(u=function e(t,r){var n={},c={},f={},g=!1;try{g=16===r.length&&(0,a.OP)(r).isolatedBacklog}catch(e){}var p={on:b,addEventListener:b,removeEventListener:y,emit:v,get:x,listeners:w,context:m,buffer:A,abort:h,aborted:!1,isBuffering:E,debugId:r,backlog:g?{}:t&&"object"==typeof t.backlog?t.backlog:{}};return p;function m(e){return e&&e instanceof d?e:e?(0,i.X)(e,s,l):l()}function v(e,r,n,i,o){if(!1!==o&&(o=!0),!u.aborted||i){t&&o&&t.emit(e,r,n);for(var a=m(n),s=w(e),d=s.length,f=0;fn,p:()=>i});var n=r(2177).ee.get("handle");function i(e,t,r,i,o){o?(o.buffer([e],i),o.emit(e,t,r)):(n.buffer([e],i),n.emit(e,t,r))}},4322:(e,t,r)=>{r.d(t,{X:()=>o});var n=r(5546);o.on=a;var i=o.handlers={};function o(e,t,r,o){a(o||n.E,i,e,t,r)}function a(e,t,r,i,o){o||(o="feature"),e||(e=n.E);var a=t[o]=t[o]||{};(a[r]=a[r]||[]).push([e,i])}},3239:(e,t,r)=>{r.d(t,{bP:()=>s,iz:()=>c,m$:()=>a});var n=r(385);let i=!1,o=!1;try{const e={get passive(){return i=!0,!1},get signal(){return o=!0,!1}};n._A.addEventListener("test",null,e),n._A.removeEventListener("test",null,e)}catch(e){}function a(e,t){return i||o?{capture:!!e,passive:i,signal:t}:!!e}function s(e,t){let r=arguments.length>2&&void 0!==arguments[2]&&arguments[2],n=arguments.length>3?arguments[3]:void 0;window.addEventListener(e,t,a(r,n))}function c(e,t){let r=arguments.length>2&&void 0!==arguments[2]&&arguments[2],n=arguments.length>3?arguments[3]:void 0;document.addEventListener(e,t,a(r,n))}},4402:(e,t,r)=>{r.d(t,{Ht:()=>u,M:()=>c,Rl:()=>a,ky:()=>s});var n=r(385);const i="xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx";function o(e,t){return e?15&e[t]:16*Math.random()|0}function a(){const e=n._A?.crypto||n._A?.msCrypto;let t,r=0;return e&&e.getRandomValues&&(t=e.getRandomValues(new Uint8Array(31))),i.split("").map((e=>"x"===e?o(t,++r).toString(16):"y"===e?(3&o()|8).toString(16):e)).join("")}function s(e){const t=n._A?.crypto||n._A?.msCrypto;let r,i=0;t&&t.getRandomValues&&(r=t.getRandomValues(new Uint8Array(31)));const a=[];for(var s=0;s {r.d(t,{Bq:()=>n,Hb:()=>o,oD:()=>i});const n="NRBA",i=144e5,o=18e5},7894:(e,t,r)=>{function n(){return Math.round(performance.now())}r.d(t,{z:()=>n})},7243:(e,t,r)=>{r.d(t,{e:()=>o});var n=r(385),i={};function o(e){if(e in i)return i[e];if(0===(e||"").indexOf("data:"))return{protocol:"data"};let t;var r=n._A?.location,o={};if(n.il)t=document.createElement("a"),t.href=e;else try{t=new URL(e,r.href)}catch(e){return o}o.port=t.port;var a=t.href.split("://");!o.port&&a[1]&&(o.port=a[1].split("/")[0].split("@").pop().split(":")[1]),o.port&&"0"!==o.port||(o.port="https"===a[0]?"443":"80"),o.hostname=t.hostname||r.hostname,o.pathname=t.pathname,o.protocol=a[0],"/"!==o.pathname.charAt(0)&&(o.pathname="/"+o.pathname);var s=!t.protocol||":"===t.protocol||t.protocol===r.protocol,c=t.hostname===r.hostname&&t.port===r.port;return o.sameOrigin=s&&(!t.hostname||c),"/"===o.pathname&&(i[e]=o),o}},50:(e,t,r)=>{function n(e,t){"function"==typeof console.warn&&(console.warn("New Relic: ".concat(e)),t&&console.warn(t))}r.d(t,{Z:()=>n})},2587:(e,t,r)=>{r.d(t,{N:()=>c,T:()=>u});var n=r(2177),i=r(5546),o=r(8e3),a=r(3325);const s={stn:[a.D.sessionTrace],err:[a.D.jserrors,a.D.metrics],ins:[a.D.pageAction],spa:[a.D.spa],sr:[a.D.sessionReplay,a.D.sessionTrace]};function c(e,t){const r=n.ee.get(t);e&&"object"==typeof e&&(Object.entries(e).forEach((e=>{let[t,n]=e;void 0===u[t]&&(s[t]?s[t].forEach((e=>{n?(0,i.p)("feat-"+t,[],void 0,e,r):(0,i.p)("block-"+t,[],void 0,e,r),(0,i.p)("rumresp-"+t,[Boolean(n)],void 0,e,r)})):n&&(0,i.p)("feat-"+t,[],void 0,void 0,r),u[t]=Boolean(n))})),Object.keys(s).forEach((e=>{void 0===u[e]&&(s[e]?.forEach((t=>(0,i.p)("rumresp-"+e,[!1],void 0,t,r))),u[e]=!1)})),(0,o.L)(t,a.D.pageViewEvent))}const u={}},2210:(e,t,r)=>{r.d(t,{X:()=>i});var n=Object.prototype.hasOwnProperty;function i(e,t,r){if(n.call(e,t))return e[t];var i=r();if(Object.defineProperty&&Object.keys)try{return Object.defineProperty(e,t,{value:i,writable:!0,enumerable:!1}),i}catch(e){}return e[t]=i,i}},1284:(e,t,r)=>{r.d(t,{D:()=>n});const n=(e,t)=>Object.entries(e||{}).map((e=>{let[r,n]=e;return t(r,n)}))},4351:(e,t,r)=>{r.d(t,{P:()=>o});var n=r(2177);const i=()=>{const e=new WeakSet;return(t,r)=>{if("object"==typeof r&&null!==r){if(e.has(r))return;e.add(r)}return r}};function o(e){try{return JSON.stringify(e,i())}catch(e){try{n.ee.emit("internal-error",[e])}catch(e){}}}},3960:(e,t,r)=>{r.d(t,{K:()=>a,b:()=>o});var n=r(3239);function i(){return"undefined"==typeof document||"complete"===document.readyState}function o(e,t){if(i())return e();(0,n.bP)("load",e,t)}function a(e){if(i())return e();(0,n.iz)("DOMContentLoaded",e)}},8632:(e,t,r)=>{r.d(t,{EZ:()=>u,Qy:()=>c,ce:()=>o,fP:()=>a,gG:()=>d,mF:()=>s});var n=r(7894),i=r(385);const o={beacon:"bam.nr-data.net",errorBeacon:"bam.nr-data.net"};function a(){return i._A.NREUM||(i._A.NREUM={}),void 0===i._A.newrelic&&(i._A.newrelic=i._A.NREUM),i._A.NREUM}function s(){let e=a();return e.o||(e.o={ST:i._A.setTimeout,SI:i._A.setImmediate,CT:i._A.clearTimeout,XHR:i._A.XMLHttpRequest,REQ:i._A.Request,EV:i._A.Event,PR:i._A.Promise,MO:i._A.MutationObserver,FETCH:i._A.fetch}),e}function c(e,t,r){let i=a();const o=i.initializedAgents||{},s=o[e]||{};return Object.keys(s).length||(s.initializedAt={ms:(0,n.z)(),date:new Date}),i.initializedAgents={...o,[e]:{...s,[r]:t}},i}function u(e,t){a()[e]=t}function d(){return function(){let e=a();const t=e.info||{};e.info={beacon:o.beacon,errorBeacon:o.errorBeacon,...t}}(),function(){let e=a();const t=e.init||{};e.init={...t}}(),s(),function(){let e=a();const t=e.loader_config||{};e.loader_config={...t}}(),a()}},7956:(e,t,r)=>{r.d(t,{N:()=>i});var n=r(3239);function i(e){let t=arguments.length>1&&void 0!==arguments[1]&&arguments[1],r=arguments.length>2?arguments[2]:void 0,i=arguments.length>3?arguments[3]:void 0;return void(0,n.iz)("visibilitychange",(function(){if(t)return void("hidden"==document.visibilityState&&e());e(document.visibilityState)}),r,i)}},1214:(e,t,r)=>{r.d(t,{em:()=>v,u5:()=>N,QU:()=>S,_L:()=>I,Gm:()=>L,Lg:()=>M,gy:()=>U,BV:()=>Q,Kf:()=>ee});var n=r(2177);const i="nr@original";var o=Object.prototype.hasOwnProperty,a=!1;function s(e,t){return e||(e=n.ee),r.inPlace=function(e,t,n,i,o){n||(n="");var a,s,c,u="-"===n.charAt(0);for(c=0;c 2?n-2:0),o=2;o {r(A[T],e,w),r(E[T],e,w)})),r(l._A,"fetch",y),t.on(y+"end",(function(e,r){var n=this;if(r){var i=r.headers.get("content-length");null!==i&&(n.rxSize=i),t.emit(y+"done",[null,r],n)}else t.emit(y+"done",[e],n)})),t}const O={},j=["pushState","replaceState"];function S(e){const t=function(e){return(e||n.ee).get("history")}(e);return!l.il||O[t.debugId]++||(O[t.debugId]=1,s(t).inPlace(window.history,j,"-")),t}var P=r(3239);const C={},R=["appendChild","insertBefore","replaceChild"];function I(e){const t=function(e){return(e||n.ee).get("jsonp")}(e);if(!l.il||C[t.debugId])return t;C[t.debugId]=!0;var r=s(t),i=/[?&](?:callback|cb)=([^&#]+)/,o=/(.*)\.([^.]+)/,a=/^(\w+)(\.|$)(.*)$/;function c(e,t){var r=e.match(a),n=r[1],i=r[3];return i?c(i,t[n]):t[n]}return r.inPlace(Node.prototype,R,"dom-"),t.on("dom-start",(function(e){!function(e){if(!e||"string"!=typeof e.nodeName||"script"!==e.nodeName.toLowerCase())return;if("function"!=typeof e.addEventListener)return;var n=(a=e.src,s=a.match(i),s?s[1]:null);var a,s;if(!n)return;var u=function(e){var t=e.match(o);if(t&&t.length>=3)return{key:t[2],parent:c(t[1],window)};return{key:e,parent:window}}(n);if("function"!=typeof u.parent[u.key])return;var d={};function f(){t.emit("jsonp-end",[],d),e.removeEventListener("load",f,(0,P.m$)(!1)),e.removeEventListener("error",l,(0,P.m$)(!1))}function l(){t.emit("jsonp-error",[],d),t.emit("jsonp-end",[],d),e.removeEventListener("load",f,(0,P.m$)(!1)),e.removeEventListener("error",l,(0,P.m$)(!1))}r.inPlace(u.parent,[u.key],"cb-",d),e.addEventListener("load",f,(0,P.m$)(!1)),e.addEventListener("error",l,(0,P.m$)(!1)),t.emit("new-jsonp",[e.src],d)}(e[0])})),t}var k=r(5763);const H={};function L(e){const t=function(e){return(e||n.ee).get("mutation")}(e);if(!l.il||H[t.debugId])return t;H[t.debugId]=!0;var r=s(t),i=k.Yu.MO;return i&&(window.MutationObserver=function(e){return this instanceof i?new i(r(e,"fn-")):i.apply(this,arguments)},MutationObserver.prototype=i.prototype),t}const z={};function M(e){const t=function(e){return(e||n.ee).get("promise")}(e);if(z[t.debugId])return t;z[t.debugId]=!0;var r=n.c,o=s(t),a=k.Yu.PR;return a&&function(){function e(r){var n=t.context(),i=o(r,"executor-",n,null,!1);const s=Reflect.construct(a,[i],e);return t.context(s).getCtx=function(){return n},s}l._A.Promise=e,Object.defineProperty(e,"name",{value:"Promise"}),e.toString=function(){return a.toString()},Object.setPrototypeOf(e,a),["all","race"].forEach((function(r){const n=a[r];e[r]=function(e){let i=!1;[...e||[]].forEach((e=>{this.resolve(e).then(a("all"===r),a(!1))}));const o=n.apply(this,arguments);return o;function a(e){return function(){t.emit("propagate",[null,!i],o,!1,!1),i=i||!e}}}})),["resolve","reject"].forEach((function(r){const n=a[r];e[r]=function(e){const r=n.apply(this,arguments);return e!==r&&t.emit("propagate",[e,!0],r,!1,!1),r}})),e.prototype=a.prototype;const n=a.prototype.then;a.prototype.then=function(){var e=this,i=r(e);i.promise=e;for(var a=arguments.length,s=new Array(a),c=0;c e())),t};function m(e,t){i.inPlace(t,["onreadystatechange"],"fn-",E)}function b(){var e=this,t=r.context(e);e.readyState>3&&!t.resolved&&(t.resolved=!0,r.emit("xhr-resolved",[],e)),i.inPlace(e,f,"fn-",E)}if(function(e,t){for(var r in e)t[r]=e[r]}(o,p),p.prototype=o.prototype,i.inPlace(p.prototype,J,"-xhr-",E),r.on("send-xhr-start",(function(e,t){m(e,t),function(e){h.push(e),a&&(y?y.then(A):u?u(A):(w=-w,x.data=w))}(t)})),r.on("open-xhr-start",m),a){var y=c&&c.resolve();if(!u&&!c){var w=1,x=document.createTextNode(w);new a(A).observe(x,{characterData:!0})}}else t.on("fn-end",(function(e){e[0]&&e[0].type===d||A()}));function A(){for(var e=0;e {r.d(t,{t:()=>n});const n=r(3325).D.ajax},6660:(e,t,r)=>{r.d(t,{A:()=>i,t:()=>n});const n=r(3325).D.jserrors,i="nr@seenError"},3081:(e,t,r)=>{r.d(t,{gF:()=>o,mY:()=>i,t9:()=>n,vz:()=>s,xS:()=>a});const n=r(3325).D.metrics,i="sm",o="cm",a="storeSupportabilityMetrics",s="storeEventMetrics"},4649:(e,t,r)=>{r.d(t,{t:()=>n});const n=r(3325).D.pageAction},7633:(e,t,r)=>{r.d(t,{Dz:()=>i,OJ:()=>a,qw:()=>o,t9:()=>n});const n=r(3325).D.pageViewEvent,i="firstbyte",o="domcontent",a="windowload"},9251:(e,t,r)=>{r.d(t,{t:()=>n});const n=r(3325).D.pageViewTiming},3614:(e,t,r)=>{r.d(t,{BST_RESOURCE:()=>i,END:()=>s,FEATURE_NAME:()=>n,FN_END:()=>u,FN_START:()=>c,PUSH_STATE:()=>d,RESOURCE:()=>o,START:()=>a});const n=r(3325).D.sessionTrace,i="bstResource",o="resource",a="-start",s="-end",c="fn"+a,u="fn"+s,d="pushState"},7836:(e,t,r)=>{r.d(t,{BODY:()=>A,CB_END:()=>E,CB_START:()=>u,END:()=>x,FEATURE_NAME:()=>i,FETCH:()=>_,FETCH_BODY:()=>v,FETCH_DONE:()=>m,FETCH_START:()=>p,FN_END:()=>c,FN_START:()=>s,INTERACTION:()=>l,INTERACTION_API:()=>d,INTERACTION_EVENTS:()=>o,JSONP_END:()=>b,JSONP_NODE:()=>g,JS_TIME:()=>T,MAX_TIMER_BUDGET:()=>a,REMAINING:()=>f,SPA_NODE:()=>h,START:()=>w,originalSetTimeout:()=>y});var n=r(5763);const i=r(3325).D.spa,o=["click","submit","keypress","keydown","keyup","change"],a=999,s="fn-start",c="fn-end",u="cb-start",d="api-ixn-",f="remaining",l="interaction",h="spaNode",g="jsonpNode",p="fetch-start",m="fetch-done",v="fetch-body-",b="jsonp-end",y=n.Yu.ST,w="-start",x="-end",A="-body",E="cb"+x,T="jsTime",_="fetch"},5938:(e,t,r)=>{r.d(t,{W:()=>o});var n=r(5763),i=r(2177);class o{constructor(e,t,r){this.agentIdentifier=e,this.aggregator=t,this.ee=i.ee.get(e,(0,n.OP)(this.agentIdentifier).isolatedBacklog),this.featureName=r,this.blocked=!1}}},9144:(e,t,r)=>{r.d(t,{j:()=>m});var n=r(3325),i=r(5763),o=r(5546),a=r(2177),s=r(7894),c=r(8e3),u=r(3960),d=r(385),f=r(50),l=r(3081),h=r(8632);function g(){const e=(0,h.gG)();["setErrorHandler","finished","addToTrace","inlineHit","addRelease","addPageAction","setCurrentRouteName","setPageViewName","setCustomAttribute","interaction","noticeError","setUserId"].forEach((t=>{e[t]=function(){for(var r=arguments.length,n=new Array(r),i=0;i 1?r-1:0),i=1;i {e.exposed&&e.api[t]&&o.push(e.api[t](...n))})),o.length>1?o:o[0]}(t,...n)}}))}var p=r(2587);function m(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},m=arguments.length>2?arguments[2]:void 0,v=arguments.length>3?arguments[3]:void 0,{init:b,info:y,loader_config:w,runtime:x={loaderType:m},exposed:A=!0}=t;const E=(0,h.gG)();y||(b=E.init,y=E.info,w=E.loader_config),(0,i.Dg)(e,b||{}),(0,i.GE)(e,w||{}),(0,i.sU)(e,x),y.jsAttributes??={},d.v6&&(y.jsAttributes.isWorker=!0),(0,i.CX)(e,y),g();const T=function(e,t){t||(0,c.R)(e,"api");const h={};var g=a.ee.get(e),p=g.get("tracer"),m="api-",v=m+"ixn-";function b(t,r,n,o){const a=(0,i.C5)(e);return null===r?delete a.jsAttributes[t]:(0,i.CX)(e,{...a,jsAttributes:{...a.jsAttributes,[t]:r}}),x(m,n,!0,o||null===r?"session":void 0)(t,r)}function y(){}["setErrorHandler","finished","addToTrace","inlineHit","addRelease"].forEach((e=>h[e]=x(m,e,!0,"api"))),h.addPageAction=x(m,"addPageAction",!0,n.D.pageAction),h.setCurrentRouteName=x(m,"routeName",!0,n.D.spa),h.setPageViewName=function(t,r){if("string"==typeof t)return"/"!==t.charAt(0)&&(t="/"+t),(0,i.OP)(e).customTransaction=(r||"http://custom.transaction")+t,x(m,"setPageViewName",!0)()},h.setCustomAttribute=function(e,t){let r=arguments.length>2&&void 0!==arguments[2]&&arguments[2];if("string"==typeof e){if(["string","number"].includes(typeof t)||null===t)return b(e,t,"setCustomAttribute",r);(0,f.Z)("Failed to execute setCustomAttribute.\nNon-null value must be a string or number type, but a type of was provided."))}else(0,f.Z)("Failed to execute setCustomAttribute.\nName must be a string type, but a type of was provided."))},h.setUserId=function(e){if("string"==typeof e||null===e)return b("enduser.id",e,"setUserId",!0);(0,f.Z)("Failed to execute setUserId.\nNon-null value must be a string type, but a type of was provided."))},h.interaction=function(){return(new y).get()};var w=y.prototype={createTracer:function(e,t){var r={},i=this,a="function"==typeof t;return(0,o.p)(v+"tracer",[(0,s.z)(),e,r],i,n.D.spa,g),function(){if(p.emit((a?"":"no-")+"fn-start",[(0,s.z)(),i,a],r),a)try{return t.apply(this,arguments)}catch(e){throw p.emit("fn-err",[arguments,this,"string"==typeof e?new Error(e):e],r),e}finally{p.emit("fn-end",[(0,s.z)()],r)}}}};function x(e,t,r,i){return function(){return(0,o.p)(l.xS,["API/"+t+"/called"],void 0,n.D.metrics,g),i&&(0,o.p)(e+t,[(0,s.z)(),...arguments],r?null:this,i,g),r?void 0:this}}function A(){r.e(439).then(r.bind(r,7438)).then((t=>{let{setAPI:r}=t;r(e),(0,c.L)(e,"api")})).catch((()=>(0,f.Z)("Downloading runtime APIs failed...")))}return["actionText","setName","setAttribute","save","ignore","onEnd","getContext","end","get"].forEach((e=>{w[e]=x(v,e,void 0,n.D.spa)})),h.noticeError=function(e,t){"string"==typeof e&&(e=new Error(e)),(0,o.p)(l.xS,["API/noticeError/called"],void 0,n.D.metrics,g),(0,o.p)("err",[e,(0,s.z)(),!1,t],void 0,n.D.jserrors,g)},d.il?(0,u.b)((()=>A()),!0):A(),h}(e,v);return(0,h.Qy)(e,T,"api"),(0,h.Qy)(e,A,"exposed"),(0,h.EZ)("activatedFeatures",p.T),T}},3325:(e,t,r)=>{r.d(t,{D:()=>n,p:()=>i});const n={ajax:"ajax",jserrors:"jserrors",metrics:"metrics",pageAction:"page_action",pageViewEvent:"page_view_event",pageViewTiming:"page_view_timing",sessionReplay:"session_replay",sessionTrace:"session_trace",spa:"spa"},i={[n.pageViewEvent]:1,[n.pageViewTiming]:2,[n.metrics]:3,[n.jserrors]:4,[n.ajax]:5,[n.sessionTrace]:6,[n.pageAction]:7,[n.spa]:8,[n.sessionReplay]:9}}},n={};function i(e){var t=n[e];if(void 0!==t)return t.exports;var o=n[e]={exports:{}};return r[e](o,o.exports,i),o.exports}i.m=r,i.d=(e,t)=>{for(var r in t)i.o(t,r)&&!i.o(e,r)&&Object.defineProperty(e,r,{enumerable:!0,get:t[r]})},i.f={},i.e=e=>Promise.all(Object.keys(i.f).reduce(((t,r)=>(i.f[r](e,t),t)),[])),i.u=e=>(({78:"page_action-aggregate",147:"metrics-aggregate",242:"session-manager",317:"jserrors-aggregate",348:"page_view_timing-aggregate",412:"lazy-feature-loader",439:"async-api",538:"recorder",590:"session_replay-aggregate",675:"compressor",733:"session_trace-aggregate",786:"page_view_event-aggregate",873:"spa-aggregate",898:"ajax-aggregate"}[e]||e)+"."+{78:"ac76d497",147:"3dc53903",148:"1a20d5fe",242:"2a64278a",317:"49e41428",348:"bd6de33a",412:"2f55ce66",439:"30bd804e",538:"1b18459f",590:"cf0efb30",675:"ae9f91a8",733:"83105561",786:"06482edd",860:"03a8b7a5",873:"e6b09d52",898:"998ef92b"}[e]+"-1.236.0.min.js"),i.o=(e,t)=>Object.prototype.hasOwnProperty.call(e,t),e={},t="NRBA:",i.l=(r,n,o,a)=>{if(e[r])e[r].push(n);else{var s,c;if(void 0!==o)for(var u=document.getElementsByTagName("script"),d=0;d {s.onerror=s.onload=null,clearTimeout(h);var i=e[r];if(delete e[r],s.parentNode&&s.parentNode.removeChild(s),i&&i.forEach((e=>e(n))),t)return t(n)},h=setTimeout(l.bind(null,void 0,{type:"timeout",target:s}),12e4);s.onerror=l.bind(null,s.onerror),s.onload=l.bind(null,s.onload),c&&document.head.appendChild(s)}},i.r=e=>{"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})},i.j=364,i.p="https://js-agent.newrelic.com/",(()=>{var e={364:0,953:0};i.f.j=(t,r)=>{var n=i.o(e,t)?e[t]:void 0;if(0!==n)if(n)r.push(n[2]);else{var o=new Promise(((r,i)=>n=e[t]=[r,i]));r.push(n[2]=o);var a=i.p+i.u(t),s=new Error;i.l(a,(r=>{if(i.o(e,t)&&(0!==(n=e[t])&&(e[t]=void 0),n)){var o=r&&("load"===r.type?"missing":r.type),a=r&&r.target&&r.target.src;s.message="Loading chunk "+t+" failed.\n("+o+": "+a+")",s.name="ChunkLoadError",s.type=o,s.request=a,n[1](s)}}),"chunk-"+t,t)}};var t=(t,r)=>{var n,o,[a,s,c]=r,u=0;if(a.some((t=>0!==e[t]))){for(n in s)i.o(s,n)&&(i.m[n]=s[n]);if(c)c(i)}for(t&&t(r);u {i.r(o);var e=i(3325),t=i(5763);const r=Object.values(e.D);function n(e){const n={};return r.forEach((r=>{n[r]=function(e,r){return!1!==(0,t.Mt)(r,"".concat(e,".enabled"))}(r,e)})),n}var a=i(9144);var s=i(5546),c=i(385),u=i(8e3),d=i(5938),f=i(3960),l=i(50);class h extends d.W{constructor(e,t,r){let n=!(arguments.length>3&&void 0!==arguments[3])||arguments[3];super(e,t,r),this.auto=n,this.abortHandler,this.featAggregate,this.onAggregateImported,n&&(0,u.R)(e,r)}importAggregator(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};if(this.featAggregate||!this.auto)return;const r=c.il&&!0===(0,t.Mt)(this.agentIdentifier,"privacy.cookies_enabled");let n;this.onAggregateImported=new Promise((e=>{n=e}));const o=async()=>{let t;try{if(r){const{setupAgentSession:e}=await Promise.all([i.e(860),i.e(242)]).then(i.bind(i,3228));t=e(this.agentIdentifier)}}catch(e){(0,l.Z)("A problem occurred when starting up session manager. This page will not start or extend any session.",e)}try{if(!this.shouldImportAgg(this.featureName,t))return void(0,u.L)(this.agentIdentifier,this.featureName);const{lazyFeatureLoader:r}=await i.e(412).then(i.bind(i,8582)),{Aggregate:o}=await r(this.featureName,"aggregate");this.featAggregate=new o(this.agentIdentifier,this.aggregator,e),n(!0)}catch(e){(0,l.Z)("Downloading and initializing ".concat(this.featureName," failed..."),e),this.abortHandler?.(),n(!1)}};c.il?(0,f.b)((()=>o()),!0):o()}shouldImportAgg(r,n){return r!==e.D.sessionReplay||!1!==(0,t.Mt)(this.agentIdentifier,"session_trace.enabled")&&(!!n?.isNew||!!n?.state.sessionReplay)}}var g=i(7633),p=i(7894);class m extends h{static featureName=g.t9;constructor(r,n){let i=!(arguments.length>2&&void 0!==arguments[2])||arguments[2];if(super(r,n,g.t9,i),("undefined"==typeof PerformanceNavigationTiming||c.Tt)&&"undefined"!=typeof PerformanceTiming){const n=(0,t.OP)(r);n[g.Dz]=Math.max(Date.now()-n.offset,0),(0,f.K)((()=>n[g.qw]=Math.max((0,p.z)()-n[g.Dz],0))),(0,f.b)((()=>{const t=(0,p.z)();n[g.OJ]=Math.max(t-n[g.Dz],0),(0,s.p)("timing",["load",t],void 0,e.D.pageViewTiming,this.ee)}))}this.importAggregator()}}var v=i(1117),b=i(1284);class y extends v.w{constructor(e){super(e),this.aggregatedData={}}store(e,t,r,n,i){var o=this.getBucket(e,t,r,i);return o.metrics=function(e,t){t||(t={count:0});return t.count+=1,(0,b.D)(e,(function(e,r){t[e]=w(r,t[e])})),t}(n,o.metrics),o}merge(e,t,r,n,i){var o=this.getBucket(e,t,n,i);if(o.metrics){var a=o.metrics;a.count+=r.count,(0,b.D)(r,(function(e,t){if("count"!==e){var n=a[e],i=r[e];i&&!i.c?a[e]=w(i.t,n):a[e]=function(e,t){if(!t)return e;t.c||(t=x(t.t));return t.min=Math.min(e.min,t.min),t.max=Math.max(e.max,t.max),t.t+=e.t,t.sos+=e.sos,t.c+=e.c,t}(i,a[e])}}))}else o.metrics=r}storeMetric(e,t,r,n){var i=this.getBucket(e,t,r);return i.stats=w(n,i.stats),i}getBucket(e,t,r,n){this.aggregatedData[e]||(this.aggregatedData[e]={});var i=this.aggregatedData[e][t];return i||(i=this.aggregatedData[e][t]={params:r||{}},n&&(i.custom=n)),i}get(e,t){return t?this.aggregatedData[e]&&this.aggregatedData[e][t]:this.aggregatedData[e]}take(e){for(var t={},r="",n=!1,i=0;i t.max&&(t.max=e),e 2&&void 0!==arguments[2])||arguments[2];super(e,r,j.t,n),c.il&&((0,t.OP)(e).initHidden=Boolean("hidden"===document.visibilityState),(0,N.N)((()=>(0,s.p)("docHidden",[(0,p.z)()],void 0,j.t,this.ee)),!0),(0,O.bP)("pagehide",(()=>(0,s.p)("winPagehide",[(0,p.z)()],void 0,j.t,this.ee))),this.importAggregator())}}var P=i(3081);class C extends h{static featureName=P.t9;constructor(e,t){let r=!(arguments.length>2&&void 0!==arguments[2])||arguments[2];super(e,t,P.t9,r),this.importAggregator()}}var R,I=i(2210),k=i(1214),H=i(2177),L={};try{R=localStorage.getItem("__nr_flags").split(","),console&&"function"==typeof console.log&&(L.console=!0,-1!==R.indexOf("dev")&&(L.dev=!0),-1!==R.indexOf("nr_dev")&&(L.nrDev=!0))}catch(e){}function z(e){try{L.console&&z(e)}catch(e){}}L.nrDev&&H.ee.on("internal-error",(function(e){z(e.stack)})),L.dev&&H.ee.on("fn-err",(function(e,t,r){z(r.stack)})),L.dev&&(z("NR AGENT IN DEVELOPMENT MODE"),z("flags: "+(0,b.D)(L,(function(e,t){return e})).join(", ")));var M=i(6660);class B extends h{static featureName=M.t;constructor(r,n){let i=!(arguments.length>2&&void 0!==arguments[2])||arguments[2];super(r,n,M.t,i),this.skipNext=0;try{this.removeOnAbort=new AbortController}catch(e){}const o=this;o.ee.on("fn-start",(function(e,t,r){o.abortHandler&&(o.skipNext+=1)})),o.ee.on("fn-err",(function(t,r,n){o.abortHandler&&!n[M.A]&&((0,I.X)(n,M.A,(function(){return!0})),this.thrown=!0,(0,s.p)("err",[n,(0,p.z)()],void 0,e.D.jserrors,o.ee))})),o.ee.on("fn-end",(function(){o.abortHandler&&!this.thrown&&o.skipNext>0&&(o.skipNext-=1)})),o.ee.on("internal-error",(function(t){(0,s.p)("ierr",[t,(0,p.z)(),!0],void 0,e.D.jserrors,o.ee)})),this.origOnerror=c._A.onerror,c._A.onerror=this.onerrorHandler.bind(this),c._A.addEventListener("unhandledrejection",(t=>{const r=function(e){let t="Unhandled Promise Rejection: ";if(e instanceof Error)try{return e.message=t+e.message,e}catch(t){return e}if(void 0===e)return new Error(t);try{return new Error(t+(0,D.P)(e))}catch(e){return new Error(t)}}(t.reason);(0,s.p)("err",[r,(0,p.z)(),!1,{unhandledPromiseRejection:1}],void 0,e.D.jserrors,this.ee)}),(0,O.m$)(!1,this.removeOnAbort?.signal)),(0,k.gy)(this.ee),(0,k.BV)(this.ee),(0,k.em)(this.ee),(0,t.OP)(r).xhrWrappable&&(0,k.Kf)(this.ee),this.abortHandler=this.#e,this.importAggregator()}#e(){this.removeOnAbort?.abort(),this.abortHandler=void 0}onerrorHandler(t,r,n,i,o){"function"==typeof this.origOnerror&&this.origOnerror(...arguments);try{this.skipNext?this.skipNext-=1:(0,s.p)("err",[o||new F(t,r,n),(0,p.z)()],void 0,e.D.jserrors,this.ee)}catch(t){try{(0,s.p)("ierr",[t,(0,p.z)(),!0],void 0,e.D.jserrors,this.ee)}catch(e){}}return!1}}function F(e,t,r){this.message=e||"Uncaught error with no additional information",this.sourceURL=t,this.line=r}let U=1;const q="nr@id";function G(e){const t=typeof e;return!e||"object"!==t&&"function"!==t?-1:e===c._A?0:(0,I.X)(e,q,(function(){return U++}))}function V(e){if("string"==typeof e&&e.length)return e.length;if("object"==typeof e){if("undefined"!=typeof ArrayBuffer&&e instanceof ArrayBuffer&&e.byteLength)return e.byteLength;if("undefined"!=typeof Blob&&e instanceof Blob&&e.size)return e.size;if(!("undefined"!=typeof FormData&&e instanceof FormData))try{return(0,D.P)(e).length}catch(e){return}}}var X=i(7243);class W{constructor(e){this.agentIdentifier=e,this.generateTracePayload=this.generateTracePayload.bind(this),this.shouldGenerateTrace=this.shouldGenerateTrace.bind(this)}generateTracePayload(e){if(!this.shouldGenerateTrace(e))return null;var r=(0,t.DL)(this.agentIdentifier);if(!r)return null;var n=(r.accountID||"").toString()||null,i=(r.agentID||"").toString()||null,o=(r.trustKey||"").toString()||null;if(!n||!i)return null;var a=(0,_.M)(),s=(0,_.Ht)(),c=Date.now(),u={spanId:a,traceId:s,timestamp:c};return(e.sameOrigin||this.isAllowedOrigin(e)&&this.useTraceContextHeadersForCors())&&(u.traceContextParentHeader=this.generateTraceContextParentHeader(a,s),u.traceContextStateHeader=this.generateTraceContextStateHeader(a,c,n,i,o)),(e.sameOrigin&&!this.excludeNewrelicHeader()||!e.sameOrigin&&this.isAllowedOrigin(e)&&this.useNewrelicHeaderForCors())&&(u.newrelicHeader=this.generateTraceHeader(a,s,c,n,i,o)),u}generateTraceContextParentHeader(e,t){return"00-"+t+"-"+e+"-01"}generateTraceContextStateHeader(e,t,r,n,i){return i+"@nr=0-1-"+r+"-"+n+"-"+e+"----"+t}generateTraceHeader(e,t,r,n,i,o){if(!("function"==typeof c._A?.btoa))return null;var a={v:[0,1],d:{ty:"Browser",ac:n,ap:i,id:e,tr:t,ti:r}};return o&&n!==o&&(a.d.tk=o),btoa((0,D.P)(a))}shouldGenerateTrace(e){return this.isDtEnabled()&&this.isAllowedOrigin(e)}isAllowedOrigin(e){var r=!1,n={};if((0,t.Mt)(this.agentIdentifier,"distributed_tracing")&&(n=(0,t.P_)(this.agentIdentifier).distributed_tracing),e.sameOrigin)r=!0;else if(n.allowed_origins instanceof Array)for(var i=0;i 2&&void 0!==arguments[2])||arguments[2];super(r,n,Z.t,i),(0,t.OP)(r).xhrWrappable&&(this.dt=new W(r),this.handler=(e,t,r,n)=>(0,s.p)(e,t,r,n,this.ee),(0,k.u5)(this.ee),(0,k.Kf)(this.ee),function(r,n,i,o){function a(e){var t=this;t.totalCbs=0,t.called=0,t.cbTime=0,t.end=E,t.ended=!1,t.xhrGuids={},t.lastSize=null,t.loadCaptureCalled=!1,t.params=this.params||{},t.metrics=this.metrics||{},e.addEventListener("load",(function(r){_(t,e)}),(0,O.m$)(!1)),c.IF||e.addEventListener("progress",(function(e){t.lastSize=e.loaded}),(0,O.m$)(!1))}function s(e){this.params={method:e[0]},T(this,e[1]),this.metrics={}}function u(e,n){var i=(0,t.DL)(r);i.xpid&&this.sameOrigin&&n.setRequestHeader("X-NewRelic-ID",i.xpid);var a=o.generateTracePayload(this.parsedOrigin);if(a){var s=!1;a.newrelicHeader&&(n.setRequestHeader("newrelic",a.newrelicHeader),s=!0),a.traceContextParentHeader&&(n.setRequestHeader("traceparent",a.traceContextParentHeader),a.traceContextStateHeader&&n.setRequestHeader("tracestate",a.traceContextStateHeader),s=!0),s&&(this.dt=a)}}function d(e,t){var r=this.metrics,i=e[0],o=this;if(r&&i){var a=V(i);a&&(r.txSize=a)}this.startTime=(0,p.z)(),this.listener=function(e){try{"abort"!==e.type||o.loadCaptureCalled||(o.params.aborted=!0),("load"!==e.type||o.called===o.totalCbs&&(o.onloadCalled||"function"!=typeof t.onload)&&"function"==typeof o.end)&&o.end(t)}catch(e){try{n.emit("internal-error",[e])}catch(e){}}};for(var s=0;s 1?e[1]=i:e.push(i)}else e[0]&&e[0].headers&&s(e[0].headers,n)&&(this.dt=n);function s(e,t){var r=!1;return t.newrelicHeader&&(e.set("newrelic",t.newrelicHeader),r=!0),t.traceContextParentHeader&&(e.set("traceparent",t.traceContextParentHeader),t.traceContextStateHeader&&e.set("tracestate",t.traceContextStateHeader),r=!0),r}}function x(e,t){this.params={},this.metrics={},this.startTime=(0,p.z)(),this.dt=t,e.length>=1&&(this.target=e[0]),e.length>=2&&(this.opts=e[1]);var r,n=this.opts||{},i=this.target;"string"==typeof i?r=i:"object"==typeof i&&i instanceof Y?r=i.url:c._A?.URL&&"object"==typeof i&&i instanceof URL&&(r=i.href),T(this,r);var o=(""+(i&&i instanceof Y&&i.method||n.method||"GET")).toUpperCase();this.params.method=o,this.txSize=V(n.body)||0}function A(t,r){var n;this.endTime=(0,p.z)(),this.params||(this.params={}),this.params.status=r?r.status:0,"string"==typeof this.rxSize&&this.rxSize.length>0&&(n=+this.rxSize);var o={txSize:this.txSize,rxSize:n,duration:(0,p.z)()-this.startTime};i("xhr",[this.params,o,this.startTime,this.endTime,"fetch"],this,e.D.ajax)}function E(t){var r=this.params,n=this.metrics;if(!this.ended){this.ended=!0;for(var o=0;o 2&&void 0!==arguments[2])||arguments[2];super(e,t,we.t,r),this.importAggregator()}}new class{constructor(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:(0,_.ky)(16);c._A?(this.agentIdentifier=t,this.sharedAggregator=new y({agentIdentifier:this.agentIdentifier}),this.features={},this.desiredFeatures=new Set(e.features||[]),this.desiredFeatures.add(m),Object.assign(this,(0,a.j)(this.agentIdentifier,e,e.loaderType||"agent")),this.start()):(0,l.Z)("Failed to initial the agent. Could not determine the runtime environment.")}get config(){return{info:(0,t.C5)(this.agentIdentifier),init:(0,t.P_)(this.agentIdentifier),loader_config:(0,t.DL)(this.agentIdentifier),runtime:(0,t.OP)(this.agentIdentifier)}}start(){const t="features";try{const r=n(this.agentIdentifier),i=[...this.desiredFeatures];i.sort(((t,r)=>e.p[t.featureName]-e.p[r.featureName])),i.forEach((t=>{if(r[t.featureName]||t.featureName===e.D.pageViewEvent){const n=function(t){switch(t){case e.D.ajax:return[e.D.jserrors];case e.D.sessionTrace:return[e.D.ajax,e.D.pageViewEvent];case e.D.sessionReplay:return[e.D.sessionTrace];case e.D.pageViewTiming:return[e.D.pageViewEvent];default:return[]}}(t.featureName);n.every((e=>r[e]))||(0,l.Z)("".concat(t.featureName," is enabled but one or more dependent features has been disabled (").concat((0,D.P)(n),"). This may cause unintended consequences or missing data...")),this.features[t.featureName]=new t(this.agentIdentifier,this.sharedAggregator)}})),(0,T.Qy)(this.agentIdentifier,this.features,t)}catch(e){(0,l.Z)("Failed to initialize all enabled instrument classes (agent aborted) -",e);for(const e in this.features)this.features[e].abortHandler?.();const r=(0,T.fP)();return delete r.initializedAgents[this.agentIdentifier]?.api,delete r.initializedAgents[this.agentIdentifier]?.[t],delete this.sharedAggregator,r.ee?.abort(),delete r.ee?.get(this.agentIdentifier),!1}}}({features:[J,m,S,class extends h{static featureName=oe;constructor(t,r){if(super(t,r,oe,!(arguments.length>2&&void 0!==arguments[2])||arguments[2]),!c.il)return;const n=this.ee;let i;(0,k.QU)(n),this.eventsEE=(0,k.em)(n),this.eventsEE.on(se,(function(e,t){this.bstStart=(0,p.z)()})),this.eventsEE.on(ae,(function(t,r){(0,s.p)("bst",[t[0],r,this.bstStart,(0,p.z)()],void 0,e.D.sessionTrace,n)})),n.on(ce+ne,(function(e){this.time=(0,p.z)(),this.startPath=location.pathname+location.hash})),n.on(ce+ie,(function(t){(0,s.p)("bstHist",[location.pathname+location.hash,this.startPath,this.time],void 0,e.D.sessionTrace,n)}));try{i=new PerformanceObserver((t=>{const r=t.getEntries();(0,s.p)(te,[r],void 0,e.D.sessionTrace,n)})),i.observe({type:re,buffered:!0})}catch(e){}this.importAggregator({resourceObserver:i})}},C,xe,B,class extends h{static featureName=de;constructor(e,r){if(super(e,r,de,!(arguments.length>2&&void 0!==arguments[2])||arguments[2]),!c.il)return;if(!(0,t.OP)(e).xhrWrappable)return;try{this.removeOnAbort=new AbortController}catch(e){}let n,i=0;const o=this.ee.get("tracer"),a=(0,k._L)(this.ee),s=(0,k.Lg)(this.ee),u=(0,k.BV)(this.ee),d=(0,k.Kf)(this.ee),f=this.ee.get("events"),l=(0,k.u5)(this.ee),h=(0,k.QU)(this.ee),g=(0,k.Gm)(this.ee);function m(e,t){h.emit("newURL",[""+window.location,t])}function v(){i++,n=window.location.hash,this[ve]=(0,p.z)()}function b(){i--,window.location.hash!==n&&m(0,!0);var e=(0,p.z)();this[pe]=~~this[pe]+e-this[ve],this[ye]=e}function y(e,t){e.on(t,(function(){this[t]=(0,p.z)()}))}this.ee.on(ve,v),s.on(be,v),a.on(be,v),this.ee.on(ye,b),s.on(ge,b),a.on(ge,b),this.ee.buffer([ve,ye,"xhr-resolved"],this.featureName),f.buffer([ve],this.featureName),u.buffer(["setTimeout"+le,"clearTimeout"+fe,ve],this.featureName),d.buffer([ve,"new-xhr","send-xhr"+fe],this.featureName),l.buffer([me+fe,me+"-done",me+he+fe,me+he+le],this.featureName),h.buffer(["newURL"],this.featureName),g.buffer([ve],this.featureName),s.buffer(["propagate",be,ge,"executor-err","resolve"+fe],this.featureName),o.buffer([ve,"no-"+ve],this.featureName),a.buffer(["new-jsonp","cb-start","jsonp-error","jsonp-end"],this.featureName),y(l,me+fe),y(l,me+"-done"),y(a,"new-jsonp"),y(a,"jsonp-end"),y(a,"cb-start"),h.on("pushState-end",m),h.on("replaceState-end",m),window.addEventListener("hashchange",m,(0,O.m$)(!0,this.removeOnAbort?.signal)),window.addEventListener("load",m,(0,O.m$)(!0,this.removeOnAbort?.signal)),window.addEventListener("popstate",(function(){m(0,i>1)}),(0,O.m$)(!0,this.removeOnAbort?.signal)),this.abortHandler=this.#e,this.importAggregator()}#e(){this.removeOnAbort?.abort(),this.abortHandler=void 0}}],loaderType:"spa"})})(),window.NRBA=o})(); window.jQuery || document.write(' ') CKEDITOR_BASEPATH='https://f1000research.com/js/vendor/ckeditor/' window.reactTheme = 'research'; window.MathJax = { CommonHTML: { linebreaks: { automatic: true } }, 'HTML-CSS': { linebreaks: { automatic: true } }, SVG: { linebreaks: { automatic: true } }, AuthorInit: function() { MathJax.Hub.Register.MessageHook('End Process', function () { let timeout = false; // holder for timeout id const delay = 250; // delay after event is "complete" to run callback const reflowMath = function() { const dispFormulas = document.querySelectorAll('.disp-formula.panel'); if (!dispFormulas) { return; } for (const dispFormula of dispFormulas) { const child = dispFormula.querySelector('.MathJax_Preview').nextSibling.firstChild; const isMultiline = MathJax.Hub.getAllJax(dispFormula)[0].root.isMultiline; if (dispFormula.offsetWidth < child.offsetWidth || isMultiline) { MathJax.Hub.Queue(['Rerender', MathJax.Hub, dispFormula]); } } }; window.addEventListener('resize', function() { clearTimeout(timeout); // clear the timeout timeout = setTimeout(reflowMath, delay); // start timing for event "completion" }); }); }, }; if (window.location.hash == '#_=_'){ window.location = window.location.href.split('#')[0] } !function(f,b,e,v,n,t,s){if(f.fbq)return;n=f.fbq=function() {n.callMethod? n.callMethod.apply(n,arguments):n.queue.push(arguments)} ;if(!f._fbq)f._fbq=n; n.push=n;n.loaded=!0;n.version='2.0';n.queue=[];t=b.createElement(e);t.async=!0; t.src=v;s=b.getElementsByTagName(e)[0];s.parentNode.insertBefore(t,s)}(window, document,'script','https://connect.facebook.net/en_US/fbevents.js'); fbq('init', '1641728616063202'); fbq('track', "PixelInitialized", {}); (function(h,o,t,j,a,r){ h.hj=h.hj||function(){(h.hj.q=h.hj.q||[]).push(arguments)}; h._hjSettings={hjid:2318163,hjsv:6}; a=o.getElementsByTagName('head')[0]; r=o.createElement('script');r.async=1; r.src=t+h._hjSettings.hjid+j+h._hjSettings.hjsv; a.appendChild(r); })(window,document,'https://static.hotjar.com/c/hotjar-','.js?sv='); search file_upload Submit your research search menu close search Browse Gateways & Collections How to Publish Submit your Research My Submissions Article Guidelines Article Guidelines (New Versions) Open Data, Software and Code Guidelines Open Data and Accessible Source Materials Guidelines (HSS) Open Data, Software and Code Guidelines (PSE) Prepublication Checks Production Process Posters and Slides Guidelines Document Guidelines Article Processing Charges Peer Review Finding Article Reviewers About How it Works For Reviewers Our Advisors Policies Glossary FAQs For Developers Newsroom Contact My Research Submissions Content and Tracking Alerts My Details Sign In file_upload Submit your research { "@context": "https://schema.org", "@type": "ScholarlyArticle", "mainEntityOfPage": { "@type": "WebPage", "@id": "https://f1000research.com/articles/14-864" }, "headline": "Mortality and its predictors in Adult Diabetic ketoacidosis patients in East Africa: A 2025 Systematic...", "datePublished": "2025-09-03T09:59:18", "dateModified": "2025-09-03T09:59:18", "author": [ { "@type": "Person", "name": "Gebremeskel Kibret Abebe" }, { "@type": "Person", "name": "Zewdu Bishaw Aynalem" }, { "@type": "Person", "name": "Fentahun Meseret" }, { "@type": "Person", "name": "Melsew Dagne Abate" }, { "@type": "Person", "name": "Ahmed Nuru Muhamed" } ], "publisher": { "@type": "Organization", "name": "F1000Research", "logo": { "@type": "ImageObject", "url": "https://f1000research.com/img/AMP/F1000Research_image.png", "height": 480, "width": 60 } }, "image": { "@type": "ImageObject", "url": "https://f1000research.com/img/AMP/F1000Research_image.png", "height": 1200, "width": 150 }, "description": " Background Diabetes ketoacidosis occurs at an estimated rate between 4.6 and 8 episodes per 100 patient-years in individuals with diabetes. Up to 47% of diabetes-related ketoacidosis deaths have been reported in East Africa, which is an unacceptably high rate. Socioeconomic factors, including cost and the unpredictability of insulin supplies, as well as social, cultural, and economic factors, contribute to the difficulty in controlling ketoacidosis in patients in Africa. Objectives To conduct systematic review and meta-analysis on mortality and its predictors among diabetic ketoacidosis patients in East Africa: A 2025 Systematic review and meta-analysis. Methods A Comprehensive search of MEDLINE (via PubMed), the Cochrane Database of Systematic Reviews, UpToDate, EMBASE, and NICE (National Institute for Health and Care Excellence) was performed to identify studies reporting mortality and its predictors in adult patients with diabetes ketoacidosis in East Africa. A Random effect- model was applied for pooled diabetes ketoacidosis mortality incidence. The quality of the studies was assessed using the Newcastle-Ottawa scale. The evaluation of publication bias revealed no evidence of bias. Results The final analysis included 2,260 patients from 11 studies. The pooled incidence of mortality among patients with diabetic ketoacidosis in East Africa was 12.02% (95% CI: 5.99–18.04; I2 = 89.9%; p < 0.001). Comorbidity (OR = 2.15; 95% CI: 1.56–2.74) and sepsis (OR = 1.77; 95% CI: 1.60–1.95) were found to be significant predictors of diabetic ketoacidosis related mortality. Conclusion The overall incidence of mortality among adult patients with diabetic ketoacidosis in East Africa remains high. The presence of comorbidity and sepsis increases mortality among adult patients with diabetic ketoacidosis. " } { "@context": "http://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": "1", "item": { "@id": "https://f1000research.com/", "name": "Home" } }, { "@type": "ListItem", "position": "2", "item": { "@id": "https://f1000research.com/browse/articles", "name": "Browse" } }, { "@type": "ListItem", "position": "3", "item": { "@id": "https://f1000research.com/articles/14-864", "name": "Mortality and its predictors in Adult Diabetic ketoacidosis patients..." } } ] } Home Browse Mortality and its predictors in Adult Diabetic ketoacidosis patients... ALL Metrics - Views Downloads Get PDF Get XML Cite How to cite this article Kibret Abebe G, Bishaw Aynalem Z, Meseret F et al. Mortality and its predictors in Adult Diabetic ketoacidosis patients in East Africa: A 2025 Systematic review and meta-analysis [version 1; peer review: awaiting peer review] . F1000Research 2025, 14 :864 ( https://doi.org/10.12688/f1000research.169430.1 ) NOTE: If applicable, it is important to ensure the information in square brackets after the title is included in all citations of this article. Close Copy Citation Details Export Export Citation Sciwheel EndNote Ref. Manager Bibtex ProCite Sente EXPORT Select a format first Track Share ▬ ✚ Systematic Review Mortality and its predictors in Adult Diabetic ketoacidosis patients in East Africa: A 2025 Systematic review and meta-analysis [version 1; peer review: awaiting peer review] Gebremeskel Kibret Abebe https://orcid.org/0000-0001-8985-6291 1 , Zewdu Bishaw Aynalem 2 , Fentahun Meseret 3 , Melsew Dagne Abate 4 , Ahmed Nuru Muhamed 5 Gebremeskel Kibret Abebe https://orcid.org/0000-0001-8985-6291 1 , Zewdu Bishaw Aynalem 2 , [...] Fentahun Meseret 3 , Melsew Dagne Abate 4 , Ahmed Nuru Muhamed 5 PUBLISHED 03 Sep 2025 Author details Author details 1 Department of Emergency and Critical Care Nursing, School of Nursing, College of Health Sciences, Woldia University, Woldia, Ethiopia 2 Department of Nursing, College of Medicine and Health Sciences, Injibara University, Injibara, Ethiopia 3 Department of Pediatrics and Child Health Nursing, School of Nursing, College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia 4 Department of Adult Health Nursing, College of Medicine and Health Sciences, Injibara University, Injibara, Ethiopia 5 Department of Nursing, College of Medicine and Health Sciences, Wolkite University, Wolkite, Ethiopia Gebremeskel Kibret Abebe Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Project Administration, Software, Supervision, Validation, Visualization, Writing – Original Draft Preparation, Writing – Review & Editing Zewdu Bishaw Aynalem Roles: Conceptualization, Data Curation, Formal Analysis, Resources, Software, Supervision Fentahun Meseret Roles: Project Administration, Supervision, Validation, Visualization, Writing – Original Draft Preparation Melsew Dagne Abate Roles: Conceptualization, Resources, Software, Supervision, Visualization Ahmed Nuru Muhamed Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Project Administration, Resources, Software, Supervision, Validation OPEN PEER REVIEW REVIEWER STATUS AWAITING PEER REVIEW Abstract Background Diabetes ketoacidosis occurs at an estimated rate between 4.6 and 8 episodes per 100 patient-years in individuals with diabetes. Up to 47% of diabetes-related ketoacidosis deaths have been reported in East Africa, which is an unacceptably high rate. Socioeconomic factors, including cost and the unpredictability of insulin supplies, as well as social, cultural, and economic factors, contribute to the difficulty in controlling ketoacidosis in patients in Africa. Objectives To conduct systematic review and meta-analysis on mortality and its predictors among diabetic ketoacidosis patients in East Africa: A 2025 Systematic review and meta-analysis. Methods A Comprehensive search of MEDLINE (via PubMed), the Cochrane Database of Systematic Reviews, UpToDate, EMBASE, and NICE (National Institute for Health and Care Excellence) was performed to identify studies reporting mortality and its predictors in adult patients with diabetes ketoacidosis in East Africa. A Random effect- model was applied for pooled diabetes ketoacidosis mortality incidence. The quality of the studies was assessed using the Newcastle-Ottawa scale. The evaluation of publication bias revealed no evidence of bias. Results The final analysis included 2,260 patients from 11 studies. The pooled incidence of mortality among patients with diabetic ketoacidosis in East Africa was 12.02% (95% CI: 5.99–18.04; I 2 = 89.9%; p < 0.001). Comorbidity (OR = 2.15; 95% CI: 1.56–2.74) and sepsis (OR = 1.77; 95% CI: 1.60–1.95) were found to be significant predictors of diabetic ketoacidosis related mortality. Conclusion The overall incidence of mortality among adult patients with diabetic ketoacidosis in East Africa remains high. The presence of comorbidity and sepsis increases mortality among adult patients with diabetic ketoacidosis. READ ALL READ LESS Keywords DKA, Diabetes ketoacidosis, Mortality, East Africa, predictors Corresponding Author(s) Gebremeskel Kibret Abebe ( [email protected] ) Close Corresponding author: Gebremeskel Kibret Abebe Competing interests: No competing interests were disclosed. Grant information: The author(s) declared that no grants were involved in supporting this work. Copyright: © 2025 Kibret Abebe G et al . This is an open access article distributed under the terms of the Creative Commons Attribution License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. How to cite: Kibret Abebe G, Bishaw Aynalem Z, Meseret F et al. Mortality and its predictors in Adult Diabetic ketoacidosis patients in East Africa: A 2025 Systematic review and meta-analysis [version 1; peer review: awaiting peer review] . F1000Research 2025, 14 :864 ( https://doi.org/10.12688/f1000research.169430.1 ) First published: 03 Sep 2025, 14 :864 ( https://doi.org/10.12688/f1000research.169430.1 ) Latest published: 03 Sep 2025, 14 :864 ( https://doi.org/10.12688/f1000research.169430.1 ) Background According to the International Diabetes Federation (IDF), the prevalence of diabetes was estimated to be 9.3% (463 million) in 2019 and is projected to reach 10.2% (578 million) by 2030 and 10.9% (700 million) by 2045. 1 Globally, half a billion people have diabetes, and this figure represents a 25% increase in the number of diabetes by 2030, and 51% increase by 2045. 1 Diabetes-related deaths have increased significantly, accounting for approximately five million deaths over the past ten years. The life-threatening acute consequences of diabetes mellitus include diabetic ketoacidosis (DKA), hyperosmolar hyperglycemic state (HHS), and hypoglycemia associated with treatment. 1 , 2 DKA is the most common and potentially life-threatening acute complication of DM that progresses rapidly to life treating illness; thus, it requires immediate medical intervention. 3 In the US, 30 million diabetic patients suffer from diabetic ketoacidosis. 4 There are an estimated 4.6–8 episodes of DKA for every 100 years of diabetes. The majority of DKA cases occurred in the 18–44 age range (56%). The next most common age range is 45–65 years (24%). 5 Over the past two–three decades, the prevalence of DKA has dramatically increased in Africa, leading to serious economic issues with increased drug use and bed occupancy. 6 , 7 Patients in Africa face significant challenges in managing diabetes and preventing ketoacidosis due to socioeconomic factors, such as the cost and unpredictable nature of insulin supplies, as well as social, cultural, and economic factors. 8 – 11 Poorly controlled diabetes mellitus associated with DKA, which can lead to neurologic complications and death. 3 , 12 In Africa, deaths due to diabetic ketoacidosis are disproportionately high and vary markedly, ranging from 7.5% in Zambia 13 to 47.8% in Rwanda, 14 with intermediate rates of 15.1% in Ethiopia 15 and 29.8% in Kenya. 16 Notably, such variations were also observed within individual countries. These findings highlight the need for a systematic review and meta-analysis to generate a strong conclusion that can guide both clinical practice and policy-making. Several factors have been identified as significant predictors of DKA-related mortality, including smoking, infection, presence of comorbidities, severe hypokalemia, inadequate potassium replacement, insulin administration errors, sepsis, inappropriate fluid administration, age, severity of DKA, renal failure, aspiration, and altered mental status. 13 , 17 – 21 Although several studies have been conducted in various East African countries, the findings are inconsistent ranges from 1.3%-47.8%. Such variability may pose challenges for clinical decision making and draw sound conclusions. Therefore, this study aimed to determine the incidence of DKA-related mortality and its predictors, with the result that the finding is intended to support clinicians and stakeholders in patient outcomes. Methods Data sources and searching strategies This systematic review and meta-analysis was conducted in accordance with the PRISMA guidelines used to report observational studies. 22 The authors conducted a comprehensive search of the literature published between March 2008 and June 2025 across several databases, including MEDLINE (via PubMed), NICE (National Institute for Health and Care Excellence), UpToDate, EMBASE, and the Cochrane Database of Systematic Reviews. Ongoing systematic reviews were assessed using PROSPERO. PubMed Medical Subject Headings (MeSH) and text terms such as “diabetes keto acidosis”, “mortality”, and “hyperglycemic emergency”, and/or related factors were searched, either separately or in combination. Hand searches of reference lists were conducted, alongside adapted searches for other databases and forward citation searches using Web of Science and Google Scholar. The search strategy also included gray and unpublished literature (Supplementary Table 1). 23 Study selection and screening This systematic review and meta-analysis included cross-sectional, prospective cohort, and retrospective follow-up studies reporting mortality and its predictors among adult patients with diabetic ketoacidosis in East Africa. Studies that did not address diabetes ketoacidosis mortality or its predictors or studies that lacked sufficient data for analysis were excluded. Only complete manuscripts published in English were included. Based on predefined study selection criteria, two authors (N.A. and A. G.) independently reviewed the studies for eligibility. The retrieved studies were exported to EndNote version 8 reference managers to remove possible duplicate studies. After screening the titles, abstracts, and keywords, the full texts of all potentially relevant studies were retrieved. Studies reporting mortality and its predictors among adult patients with diabetic ketoacidosis in East Africa were included. 23 Additionally, any differences among the authors regarding the selection and inclusion of papers will be discussed and addressed ( Figure 1 ). Figure 1. PRISMA 2021 flow diagram showing the results of the search, the selection process of included studies and reasons for exclusion. Inclusion and exclusion criteria This systematic review and meta-analysis included studies reporting mortality and its predictors among adult patients with diabetic ketoacidosis. However, studies that did not report mortality due to diabetic ketoacidosis or its associated factors or insufficient data for analysis were excluded. The search focused on the study population, regardless of intervention, comparison, or outcome. Studies published in English were also included, whereas studies without abstracts and full texts, as well as qualitative studies, were excluded. Data quality assessment The Newcastle-Ottawa Scale was used to assess the quality of the included studies. 24 Two authors (N.A and A.G) evaluated the quality of the studies before selecting them for analysis. Observational studies were assessed in three categories: selection (four questions), comparability (two questions), and outcome of interest (three questions), each of which received one point if the study met the criteria, except for the comparability of research groups, where two points were awarded if the study was adjusted for age, sex, or both, and for other confounding factors (Supplementary Table 2). The included studies had average quality in this systematic review and meta-analysis. Disagreements were resolved by consensus among the authors and collective re-evaluation of the relevant articles. Data extraction The primary objective of this systematic review and meta-analysis was to estimate the pooled mortality related to diabetic ketoacidosis among adult patients with diabetes in East Africa. The secondary outcome was the identification of factors that predict the occurrence of mortality among adult patients with diabetic ketoacidosis. Two independent authors (A. Z. and M. F.) extracted data using a predetermined data collection Microsoft Excel spreadsheet controlled by two others (A. G. and N. A.). The extracted data included the name of the first author, year of publication, study design, sample size, number of study populations, odds ratio, incidence of mortality related to diabetes ketoacidosis, diabetes ketoacidosis severity, patient age, sex, hospital length of stay, insulin administration, potassium supplementation, infection, and presence of comorbidities. In certain cases, the study’s first and final authors were emailed to obtain information on any ambiguities or missing reports. One month later, a second email was sent if there was no response. 23 Stastical analysis We computed the weighted mortality of diabetic ketoacidosis with corresponding 95% CI using the random-effect model described by Desrimonian and Liard. 25 The Meta and Forest Plot programs in STATA version 17 were used for statistical pooling and quantitative data analysis of the meta-analyses and forest plots. Heterogeneity within the group was assessed using the I2 test, which determines the proportion of total variation among trials. Subgroup analysis was employed to address heterogeneity by defining the study design, sample size, study, and country of the study. A sensitivity test was conducted to assess the contribution of single studies to the pooled incidence of mortality due to diabetic ketoacidosis. Publication bias was assessed by visual inspection of the funnel plot using the Meta bias Egger test and Meta-trim fill analysis. 23 Result Following title and abstract review, 3207 of the 3278 records retrieved from various databases were excluded. Finally, 51 studies were screened for full-text review, and 11 articles met the inclusion criteria and were included in the final analysis ( Figure 1 ). Study characteristics of included studies In this systematic review and meta-analysis, 11 studies (n = 2260) were included: eight retrospective and three cross-sectional studies that aimed to estimate the pooled incidences of mortality among patients with DKA. Six studies from Ethiopia, two from Kenya, and one each from Tanzania, Rwanda, and Zambia contributed data for analysis. Overall, 192 deaths occurred among 2260 hospitalized patients with diabetic ketoacidosis ( Table 1 ). Table 1. Study characteristics of included studies. S.no Author name Year Study country Study design Study population Number of deaths Incidences of mortality 1. Sairabanu S et al 26 2023 Kenyia Retrospective 150 2 1.3% 2. Shabani I et al 27 2017 Tanzania Retrospective 29 7 24.1% 3. François R et al 14 2021 Rwanda Cross-sectional 23 11 47.8% 4. Kassaye D et al 15 2018 Ethiopia Retrospective 357 54 15.1% 5. Getu T et al 20 2021 Ethiopia Retrospective 225 27 12% 6. Temesgen D et al 28 2022 Ethiopia Retrospective 452 23 5.1% 7. Otieno C et al 16 2010 Kenyia Cross-sectional 47 14 29.8% 8. Derse T et al 19 2023 Ethiopia Cross-sectional 357 14 3.9% 9. Mekonen G et al 18 2022 Ethiopia Retrospective 387 17 4.4% 10. Tekeste P et al 29 2021 Ethiopia Retrospective 153 17 11.1% 11. Kakusa M et al 13 2016 Zambia Retrospective 80 6 7.5% Incidences of mortality among adult diabetes ketoacidosis patient Diabetes ketoacidosis related-mortality among adult patients in East Africa ranges from 1.3%-47.8%. The random effects model analysis in this study revealed that the incidence of mortality among DKA patient in East Africa found to be 12.02% (95% CI: 5.99–18.04; I 2 = 89.9%; p < 0.001) ( Figure 2 ). Subgroup analysis was conducted in the stratified study countries. The findings showed that the incidence of mortality among DKA found to be 8.18% (4.9, 11.46) in Ethiopia and 14.78 (13.1,42.6) in Kenya (Supplementary figure 1). Figure 2. Forest plot showing the pooled incidences of mortality among adult patients with diabetes ketoacidosis in East Africa. Publication bias was assessed by visual inspection of the meta-funnel plot, which showed asymmetrical distribution (Supplementary figure 2). The Egger regression test revealed p < 0.0001, suggesting the presence of publication bias (Supplementary figure 3). Finally, a meta-trim-fill analysis was conducted, and no imputation was performed. Sensitivity analysis: Furthermore, a leave-one-out sensitivity analysis was conducted to identify the potential source of heterogeneity in the incidence of mortality among adult DKA patients in East Africa. This sensitivity analysis demonstrated that the study does not depends on a single study. In conclusion, the mortality rate among adult patients with diabetic ketoacidosis are found to be 12.02% (95% CI: 5.99–18.04; I 2 = 89.9%; p < 0.001). Predictors of mortality among adult DKA patient Several risk factors are significantly associated with treatment outcomes of diabetes ketoacidosis among patients with diabetes in East Africa. Different studies from East Africa have revealed that smoking, urinary tract infection, comorbidities, severe hypokalemia, 20 , 29 inadequate potassium replacement, insulin administration error, sepsis, inappropriate fluid administration, 15 , 19 , 29 age, severity of DKA, 18 presence of renal failure, aspiration, altered mental status, 13 severity of DKA, newly diagnosed diabetes, 26 , 28 , 29 and presence of medical insurance, 14 are factors contributing to diabetes ketoacidosis treatment outcomes. Eight variables were selected for analysis in 11 studies. In this thesis, the presence of sepsis, comorbidities, potassium supplementation, and time of diabetes diagnosis were pooled. The pooled estimate of this systematic review and meta-analysis showed that the presence of sepsis and comorbidities was a significant predictor of mortality among adult patients with diabetes ketoacidosis. Patients with diabetes ketoacidosis who had any comorbidities had a higher mortality rate 2.15 (95% CI; 1.56, 2.74), than those DKA patients without any comorbidities (supplementary Figure 4). Additionally, the mortality rate was 1.77 (95% CI: 1.60, 1.95), greater for DKA patients with a sepsis diagnosis than for DKA patients without a sepsis diagnosis (Supplementary figure 5). Discussion Patients with DKA, receive appropriate care should recover fully in less than a day. 30 , 31 Prolonged DKA occurrence results in thromboembolic problems, cerebral edema, cardiac arrhythmia, hypoglycemia, hypokalemia, 32 renal failure, coma, cerebral edema, cardiac arrhythmia, 33 , 34 lung edema with respiratory failure, and death. 35 , 36 Recovery is associated with prompt diagnosis and timely initiation of DKA treatment. This, in turn, reduces hospital bed occupancy, the duration of hospital stay, and the quantity of material and human resources required to manage it and its complications. The purpose of this systematic review and meta-analysis was to evaluate mortality and its predictors in adult patients with DKA. As a result, the pooled incidence DKA related mortality among diabetes patient was found to be 12.02%. The findings of this study were lower than study conducted in 25.9%. 37 The possible reasons for this discrepancy might be differences in the subjects of the included studies. A previous systematic review and meta-analysis was conducted among DKA patients who were diagnosed with SARS-CoV-2, 37 while in the current review, the study subjects were all DKA patients, regardless of their comorbidities. In fact, the presence of comorbidities such as SARS-CoV-2 worsens the treatment outcome of DKA. 38 – 40 In addition, the authors did not rule out the possibility that mortality was due to DKA or SARS-CoV-2. In this finding, the mortality of DKA among adult D. M was lower Compared to that study conducted in India (18.9%). 41 The possible reasons for this discrepancy might be the differences in the study settings. In India, the study was conducted among DKA patients admitted to the ICU with and without NIV. 41 The mortality of patients admitted to the ICU is higher than that of other inpatients. 42 The current systematic review revealed that the mortality of DKA among adult patients was higher than the study conducted in Japan (3.3%). 43 A possible reason for this discrepancy might be differences in socio-economic factors such as infrastructure, trained human power, and resources. Several factors predict DKA-related mortality in Africa, including availability of medical care, access to insulin, and other forms of treatment, in addition to social, cultural, and ethnic issues. 11 The findings of this systematic review and meta-analysis revealed that comorbidities and the presence of sepsis were significant predictors of mortality among patients with diabetic ketoacidosis. Patients with diabetes ketoacidosis who had any comorbidities had a higher mortality rate than those with DKA without any comorbidities, which is consistent with the results of studies conducted in Kenya Nairobi 26 and Jimma Ethiopia. 44 A possible reason for this might be comorbid conditions such as heart disease and renal failure causing multi-organ dysfunction, as patients with both comorbidities and DKA had a higher risk of death. Patients with diabetic ketoacidosis who were diagnosed with sepsis had a higher mortality rate than those with DKA without sepsis, which is supported by a study conducted in Kenya Nairobi, 26 Jimma, Ethiopia, 44 Addis Ababa, Ethiopia, 19 Hiwot-fana, Ethiopia, 29 and Saudi Arabia. 45 This may be because sepsis results in the production of counter-regulatory hormones, such as adrenal and cortisol, which in turn decrease the effect of insulin on the regulation of glucose. 46 Implication These findings are of key importance to clinicians, hospital decision makers, and health policymakers. Prioritizing the early management of high-risk patients, ensuring adequate resources for sepsis and comorbidity management, and implementing standard care pathways can improve outcomes. The study also helps synthesize previous conflicting results, delivering a strengthened evidence base to inform clinical practice and regional health policies. Conclusion The cumulative mortality rate among patients with diabetic ketoacidosis in East Africa remains high. Sepsis and comorbidities are independent predictors of mortality and highlight the need for increased clinical suspicion in patients who present with these risk factors. Early identification and targeted treatment of comorbidities and sepsis are essential to prevent in-hospital mortality. Strength and Limitation of the study This systematic review and meta-analysis was conducted to draw conclusions by avoiding inconsistent findings. However, this systematic review and meta-analysis pooled only studies reporting odds and did not consider hazard ratio. Data availability All data used in this systematic review and meta-analysis are openly available in Zendo under a CC0 1.0 Universal license . The data set includes full data extraction sheet with study characteristics, sample sizes, outcomes, and other variables used for pooling estimates on Mortality and its predictors in adult diabetic ketoacidosis patients in East Africa, along with the PRISMA checklist for this review. The data extraction dataset can be accessed at: https://doi.org/10.5281/zenodo.16917476 . 47 The PRISMA checklist for this review is also available at Zenodo: https://doi.org/10.5281/zenodo.16918033 48 All supplementary files are available at https://doi.org/10.5281/zenodo.16932536 . 49 This includes: • Supplementary figure 1: Forest plot showing subgroup analysis of study stratified by study countries on incidences of mortality among DKA patient in East Africa. • Supplementary figure 2: Meta funnel plot showing publication bias on studies incidences of mortality among adult DKA patient in East Africa. • Supplementary figure 3: Meta bias, egger test showing publication bias on studies incidences of mortality among adult DKA patient in East Africa. • Supplementary figure 4: Forest plot showing the presences of association between comorbidities and mortality of adult DKA East Africa. • Supplementary figure 5: Forest plot showing the presences of association between sepsis and mortality of adult DKA East Africa. • Supplementary table 1: Search strategies used for one of the data bases. • Supplementary table 2: Quality of studies assessed with New Castle-Ottawa scale. References 1. Saeedi P, Petersohn I, Salpea P, et al. : Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: Results from the International Diabetes Federation Diabetes Atlas. Diabetes Res. Clin. Pract. 2019; 157 : 107843. PubMed Abstract | Publisher Full Text 2. Corwell B, Knight B, Olivieri L, et al. : Current diagnosis and treatment of hyperglycemic emergencies. Emergency Medicine Clinics. 2014; 32 (2): 437–452. Publisher Full Text 3. Gosmanov AR, Gosmanova EO, Dillard-Cannon E: Management of adult diabetic ketoacidosis. Diabetes Metab. Syndr. Obes.: Targets Ther. 2014; 7 : 255–264. PubMed Abstract | Publisher Full Text | Free Full Text 4. Benoit SR, Zhang Y, Geiss LS, et al. : Trends in diabetic ketoacidosis hospitalizations and in-hospital mortality—United States, 2000–2014. Morb. Mortal. Wkly Rep. 2018; 67 (12): 362–365. PubMed Abstract | Publisher Full Text | Free Full Text 5. Wolfsdorf J, Glaser N, Sperling MA: Diabetic ketoacidosis in infants, children, and adolescents: a consensus statement from the American Diabetes Association. Diabetes Care. 2006; 29 (5): 1150–1159. Publisher Full Text 6. Feleke Y, Enquselassie F: An assessment of the health care system for diabetes in Addis Ababa, Ethiopia. Ethiop. J. Health Dev. 2005; 19 (3): 203–210. 7. Gudina EK, Amade ST, Tesfamichael FA, et al. : Assessment of quality of care given to diabetic patients at Jimma University Specialized Hospital diabetes follow-up clinic, Jimma, Ethiopia. BMC Endocr. Disord. 2011; 11 (1): 1–9. PubMed Abstract | Publisher Full Text | Free Full Text 8. Adem A, Demis T, Feleke Y: Trend of diabetic admissions in Tikur Anbessa and St. Paul’s University Teaching Hospitals from January 2005-December 2009, Addis Ababa, Ethiopia. Ethiop. Med. J. 2011; 49 (3): 231–238. PubMed Abstract 9. Temsegen S: Acute Management of Diabetic Ketoacidosis in Tikur Ambesa Hospital’s Adult Emergency department and medical wards. American International Health Alliance’s; 2012. 10. Worku D, Hamza L, Woldemichael K: Patterns of diabetic complications at jimma university specialized hospital, southwest ethiopia. Ethiop. J. Health Sci. 2010; 20 (1): 33–39. PubMed Abstract | Publisher Full Text 11. Jamison DT: Disease and mortality in sub-Saharan Africa.2006. 12. Hamed ZSS, Gawaly AM, Abbas KM, et al. : Epidemiology of infection as a precipitating factor for diabetic ketoacidosis at Tanta University Hospital. Tanta Med. J. 2017; 45 (2): 68. Publisher Full Text 13. Kakusa M, Kamanga B, Ngalamika O, et al. : Comatose and noncomatose adult diabetic ketoacidosis patients at the University Teaching Hospital, Zambia: Clinical profiles, risk factors, and mortality outcomes. Indian J. Endocrinol. Metab. 2016; 20 (2): 199–205. PubMed Abstract | Publisher Full Text 14. Twagirumukiza FR: The epidemiology, risk factors and outcomes of hyperglycemic emergencies at university teaching hospital of Kigali in emergency department.2021. 15. Kassaye DA, Girsha WD, Guto GJ, et al. : Diabetic ketoacidosis treatment outcome and associated factors among adult patients admitted to medical wards of Adama Hospital Medical College, Oromia, Ethiopia. Am. J. Intern. Med. 2018; 6 (2): 34–42. 16. Otieno C, Kayima J, Mbugua P, et al. : Prognostic factors in patients hospitalised with diabetic ketoacidosis at Kenyatta National Hospital, Nairobi. East Afr. Med. J. 2010; 87 (2): 67–74. 17. Shaaron S: A study of predictors and factors affecting outcome in diabetic ketoacidosis patients. Thanjavur: Thanjavur Medical College; 2018. 18. Mekonnen GA, Gelaye KA, Gebreyohannes EA, et al. : Treatment outcomes of diabetic ketoacidosis among diabetes patients in Ethiopia. Hospital-based study. PloS one. 2022; 17 (4): e0264626. PubMed Abstract | Publisher Full Text | Free Full Text 19. Derse TK, Haile MT, Chamiso TM: Outcome of Diabetic Keto Acidosis Treatment and Associated Factors Among Adult Patients Admitted to Emergency and Medical Wards at St. Paul’s Hospital, Addis Ababa Ethiopia, 2023: A Cross-Sectional Study. Diabetes Metab. Syndr. Obes.: Targets Ther. 2023; 16 : 3471–3480. PubMed Abstract | Publisher Full Text | Free Full Text 20. Taye GM, Bacha AJ, Taye FA, et al. : Diabetic Ketoacidosis Management and Treatment Outcome at Medical Ward of Shashemene Referral Hospital, Ethiopia: A Retrospective Study. Clin. Med. Insights Endocrinol. Diabetes. 2021; 14 : 11795514211004957. PubMed Abstract | Publisher Full Text | Free Full Text 21. Jayashree M, Singhi S: Diabetic ketoacidosis predictors of outcome in a pediatric intensive care unit of a developing country. Pediatr. Crit. Care Med. 2004; 5 (5): 427–433. PubMed Abstract | Publisher Full Text 22. Page MJ, McKenzie JE, Bossuyt PM, et al. : The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ. 2021; 372. Publisher Full Text 23. Abebe GK, Abate BB, Zemariam AB, et al. : Prevalence and associated factors of physical injuries among patients with epilepsy in Sub-Sharan Africa: A systematic review and meta-analysis. Epilepsy Behav. 2024; 161 : 110099. PubMed Abstract | Publisher Full Text 24. Peterson J, Welch V, Losos M, et al. : The Newcastle-Ottawa scale (NOS) for assessing the quality of nonrandomised studies in meta-analyses. Ottawa: Ottawa Hospital Research Institute; 2011; 2 (1): 1–12. 25. Begg CB, Mazumdar M: Operating characteristics of a rank correlation test for publication bias. Biometrics. 1994; 50 : 1088–1101. PubMed Abstract | Publisher Full Text 26. Sokwalla S, Shah J, Chauhan S, et al. : Clinical Presentation and Outcomes of Care in Adults with Diabetic Ketoacidosis Pre-COVID-19 and during-COVID-19 at a Tertiary. Kenya: Referral Hospital in Nairobi; 2023. 27. Iddi S, Francis B, Jaka HM, et al. : Clinical presentation and precipitating factors of diabetic ketoacidosis among patients admitted to intensive care unit at a tertiary hospital in Mwanza, Tanzania. Tanzan. J. Health Res. 2017; 19 (1). Publisher Full Text 28. Temesgen D, Miskir Y, Dessie G, et al. : Time to Recovery from Diabetic Ketoacidosis and its Predictors among Adult Diabetic Ketoacidosis Patients in DEBRE MARKOS Referral Hospital, North West Ethiopia, 2021: Retrospective Cohort Study. medRxiv. 2022:2022.04. 12.22273779. 29. Asfaw TP, Binega MG, Asmamaw MA, et al. : Treatment Outcome and Predictors of Mortality among Adult Diabetic Patients Admitted with Hyperglycemic Crises at Hiwot Fana Comprehensive Specialized University Hospital, Eastern Ethiopia. East African Journal of Health and Biomedical Sciences. 2021; 5 (2): 45–52. 30. Muneer M, Akbar I: Acute metabolic emergencies in diabetes: DKA, HHS and EDKA. Diabetes Res. Clin. Pract. 2021; 1307 : 85–114. Publisher Full Text 31. Eledrisi MS, Elzouki A-N: Management of diabetic ketoacidosis in adults: A narrative review. Saudi J. Med. Med. Sci. 2020; 8 (3): 165–173. PubMed Abstract | Publisher Full Text 32. Van den Berghe G, Kitabchi AE, Fisher JN: Hyperglycemic crises: diabetic ketoacidosis (DKA) and hyperglycemic hyperosmolar state (HHS). Acute Endocrinology: From Cause to Consequence. 2008; 119–147. Publisher Full Text 33. Moravej H, Ilkhanipour H, Seratishirazi Z, et al. : Outcome of patients with diabetic ketoacidosis in South of Iran. J. Endocrinol. Diabetes. 2017; 4 (2): 1–6. Publisher Full Text 34. Ahuja W, Kumar N, Kumar S, et al. : Precipitating risk factors, clinical presentation, and outcome of diabetic ketoacidosis in patients with type 1 diabetes. Cureus. 2019; 11 (5). Publisher Full Text 35. Dhatariya KK, Vellanki P: Treatment of diabetic ketoacidosis (DKA)/hyperglycemic hyperosmolar state (HHS): novel advances in the management of hyperglycemic crises (UK versus USA). Curr. Diab. Rep. 2017; 17 : 1–7. 36. Gibb FW, Teoh WL, Graham J, et al. : Risk of death following admission to a UK hospital with diabetic ketoacidosis. Diabetologia. 2016; 59 : 2082–2087. PubMed Abstract | Publisher Full Text | Free Full Text 37. Alhumaid S, Al Mutair A, Al Alawi Z, et al. : Diabetic ketoacidosis in patients with SARS-CoV-2: a systematic review and meta-analysis. Diabetol. Metab. Syndr. 2021; 13 (1): 1–22. 38. Papadopoulos VP, Koutroulos M-V, Zikoudi D-G, et al. : Diabetes-related acute metabolic emergencies in COVID-19 patients: a systematic review and meta-analysis. Diabetol. Int. 2021; 12 : 445–459. PubMed Abstract | Publisher Full Text | Free Full Text 39. Pasquel FJ, Messler J, Booth R, et al. : Characteristics of and mortality associated with diabetic ketoacidosis among US patients hospitalized with or without COVID-19. JAMA Netw. Open. 2021; 4 (3): e211091. PubMed Abstract | Publisher Full Text | Free Full Text 40. Stevens J, Bogun M, McMahon D, et al. : Diabetic ketoacidosis and mortality in COVID-19 infection. Diabetes Metab. 2021; 47 (6): 101267. PubMed Abstract | Publisher Full Text | Free Full Text 41. George JT, Mishra AK, Iyadurai R: Correlation between the outcomes and severity of diabetic ketoacidosis: A retrospective pilot study. J. Family Med. Prim. Care. 2018; 7 (4): 787–790. PubMed Abstract | Publisher Full Text | Free Full Text 42. Young MP, Gooder VJ, McBride K, et al. : Inpatient transfers to the intensive care unit: delays are associated with increased mortality and morbidity. J. Gen. Intern. Med. 2003; 18 : 77–83. PubMed Abstract | Publisher Full Text | Free Full Text 43. Sato Y, Morita K, Okada A, et al. : Factors affecting in-hospital mortality of diabetic ketoacidosis patients: A retrospective cohort study. Diabetes Res. Clin. Pract. 2021; 171 : 108588. PubMed Abstract | Publisher Full Text 44. Desse TA, Eshetie TC, Gudina EK: Predictors and treatment outcome of hyperglycemic emergencies at Jimma University Specialized Hospital, southwest Ethiopia. BMC. Res. Notes. 2015; 8 (1): 1–8. 45. Alotaibi A, Aldoukhi A, Albdah B, et al. : Diabetic ketoacidosis treatment outcome and associated factors among adult patients admitted to the emergency department and medical wards at King Abdulaziz Medical City, Riyadh, Saudi Arabia. Cureus. 2020; 12 (8). Publisher Full Text 46. Otieno C, Kayima J, Omonge EO, et al. : Diabetic ketoacidosis: risk factors, mechanisms and management strategies in sub-Saharan Africa: a review. East Afr. Med. J. 2005; 82 (12). Publisher Full Text 47. Kibret AG e: Mortality and its predictors in Adult Diabetic ketoacidosis patients in East Africa, Systematic review and meta-analysis, Data extraction sheet. Zenodo. 2025. Publisher Full Text Reference Source 48. Kibret AG e: Mortality and its predictors in Adult Diabetic ketoacidosis patients in East Africa, Systematic review and meta-analysis. PRISMA checklist. Zenodo. 2025. Publisher Full Text 49. Abebe G, Muhamed A: Supplementary file for the study Mortality and its predictors in Adult Diabetic ketoacidosis patients in East Africa: A 2025 Systematic review and meta-analysis. Zenodo. 2025. Publisher Full Text Comments on this article Comments (0) Version 1 VERSION 1 PUBLISHED 03 Sep 2025 ADD YOUR COMMENT Comment Author details Author details 1 Department of Emergency and Critical Care Nursing, School of Nursing, College of Health Sciences, Woldia University, Woldia, Ethiopia 2 Department of Nursing, College of Medicine and Health Sciences, Injibara University, Injibara, Ethiopia 3 Department of Pediatrics and Child Health Nursing, School of Nursing, College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia 4 Department of Adult Health Nursing, College of Medicine and Health Sciences, Injibara University, Injibara, Ethiopia 5 Department of Nursing, College of Medicine and Health Sciences, Wolkite University, Wolkite, Ethiopia Gebremeskel Kibret Abebe Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Project Administration, Software, Supervision, Validation, Visualization, Writing – Original Draft Preparation, Writing – Review & Editing Zewdu Bishaw Aynalem Roles: Conceptualization, Data Curation, Formal Analysis, Resources, Software, Supervision Fentahun Meseret Roles: Project Administration, Supervision, Validation, Visualization, Writing – Original Draft Preparation Melsew Dagne Abate Roles: Conceptualization, Resources, Software, Supervision, Visualization Ahmed Nuru Muhamed Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Project Administration, Resources, Software, Supervision, Validation Competing interests No competing interests were disclosed. Grant information The author(s) declared that no grants were involved in supporting this work. Article Versions (1) version 1 Published: 03 Sep 2025, 14:864 https://doi.org/10.12688/f1000research.169430.1 Copyright © 2025 Kibret Abebe G et al . This is an open access article distributed under the terms of the Creative Commons Attribution License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Download Export To Sciwheel Bibtex EndNote ProCite Ref. Manager (RIS) Sente metrics Views Downloads F1000Research - - PubMed Central info_outline Data from PMC are received and updated monthly. - - Citations open_in_new 0 open_in_new 0 open_in_new SEE MORE DETAILS CITE how to cite this article Kibret Abebe G, Bishaw Aynalem Z, Meseret F et al. Mortality and its predictors in Adult Diabetic ketoacidosis patients in East Africa: A 2025 Systematic review and meta-analysis [version 1; peer review: awaiting peer review] . F1000Research 2025, 14 :864 ( https://doi.org/10.12688/f1000research.169430.1 ) NOTE: If applicable, it is important to ensure the information in square brackets after the title is included in all citations of this article. COPY CITATION DETAILS track receive updates on this article Track an article to receive email alerts on any updates to this article. TRACK THIS ARTICLE Share Open Peer Review Current Reviewer Status: AWAITING PEER REVIEW AWAITING PEER REVIEW ? Key to Reviewer Statuses VIEW HIDE Approved The paper is scientifically sound in its current form and only minor, if any, improvements are suggested Approved with reservations A number of small changes, sometimes more significant revisions are required to address specific details and improve the papers academic merit. Not approved Fundamental flaws in the paper seriously undermine the findings and conclusions Comments on this article Comments (0) Version 1 VERSION 1 PUBLISHED 03 Sep 2025 ADD YOUR COMMENT Comment keyboard_arrow_left keyboard_arrow_right Open Peer Review Reviewer Status AWAITING PEER REVIEW Comments on this article All Comments (0) Add a comment Sign up for content alerts Sign Up You are now signed up to receive this alert Browse by related subjects Alongside their report, reviewers assign a status to the article: Approved - the paper is scientifically sound in its current form and only minor, if any, improvements are suggested Approved with reservations - A number of small changes, sometimes more significant revisions are required to address specific details and improve the papers academic merit. Not approved - fundamental flaws in the paper seriously undermine the findings and conclusions Adjust parameters to alter display View on desktop for interactive features Includes Interactive Elements View on desktop for interactive features Competing Interests Policy Provide sufficient details of any financial or non-financial competing interests to enable users to assess whether your comments might lead a reasonable person to question your impartiality. Consider the following examples, but note that this is not an exhaustive list: Examples of 'Non-Financial Competing Interests' Within the past 4 years, you have held joint grants, published or collaborated with any of the authors of the selected paper. You have a close personal relationship (e.g. parent, spouse, sibling, or domestic partner) with any of the authors. You are a close professional associate of any of the authors (e.g. scientific mentor, recent student). You work at the same institute as any of the authors. You hope/expect to benefit (e.g. favour or employment) as a result of your submission. You are an Editor for the journal in which the article is published. Examples of 'Financial Competing Interests' You expect to receive, or in the past 4 years have received, any of the following from any commercial organisation that may gain financially from your submission: a salary, fees, funding, reimbursements. You expect to receive, or in the past 4 years have received, shared grant support or other funding with any of the authors. You hold, or are currently applying for, any patents or significant stocks/shares relating to the subject matter of the paper you are commenting on. Stay Updated Sign up for content alerts and receive a weekly or monthly email with all newly published articles Register with F1000Research Already registered? Sign in Not now, thanks close PLEASE NOTE If you are an AUTHOR of this article, please check that you signed in with the account associated with this article otherwise we cannot automatically identify your role as an author and your comment will be labelled as a “User Comment”. If you are a REVIEWER of this article, please check that you have signed in with the account associated with this article and then go to your account to submit your report, please do not post your review here. If you do not have access to your original account, please contact us . All commenters must hold a formal affiliation as per our Policies . The information that you give us will be displayed next to your comment. User comments must be in English, comprehensible and relevant to the article under discussion. We reserve the right to remove any comments that we consider to be inappropriate, offensive or otherwise in breach of the User Comment Terms and Conditions . Commenters must not use a comment for personal attacks. When criticisms of the article are based on unpublished data, the data should be made available. I accept the User Comment Terms and Conditions Please confirm that you accept the User Comment Terms and Conditions. Affiliation ✕ refresh Please enter your institution. Note: To add your institution or organisation, start typing the name and then select the correct name from the list. Where applicable, the name will appear in both the original language and in English. Do not paste in the name. If the name does not appear in the drop-down list, we will display the information you have entered. ✕ refresh Country/Region * USA UK Canada China France Germany Afghanistan Aland Islands Albania Algeria American Samoa Andorra Angola Anguilla Antarctica Antigua and Barbuda Argentina Armenia Aruba Australia Austria Azerbaijan Bahamas Bahrain Bangladesh Barbados Belarus Belgium Belize Benin Bermuda Bhutan Bolivia Bosnia and Herzegovina Botswana Bouvet Island Brazil British Indian Ocean Territory British Virgin Islands Brunei Bulgaria Burkina Faso Burundi Cambodia Cameroon Canada Cape Verde Cayman Islands Central African Republic Chad Chile China Christmas Island Cocos (Keeling) Islands Colombia Comoros Congo Cook Islands Costa Rica Cote d'Ivoire Croatia Cuba Cyprus Czech Republic Democratic Republic of the Congo Denmark Djibouti Dominica Dominican Republic Ecuador Egypt El Salvador Equatorial Guinea Eritrea Estonia Ethiopia Falkland Islands Faroe Islands Federated States of Micronesia Fiji Finland France French Guiana French Polynesia French Southern Territories Gabon Georgia Germany Ghana Gibraltar Greece Greenland Grenada Guadeloupe Guam Guatemala Guernsey Guinea Guinea-Bissau Guyana Haiti Heard Island and Mcdonald Islands Holy See (Vatican City State) Honduras Hong Kong Hungary Iceland India Indonesia Iran Iraq Ireland Israel Italy Jamaica Japan Jersey Jordan Kazakhstan Kenya Kiribati Kosovo (Serbia and Montenegro) Kuwait Kyrgyzstan Lao People's Democratic Republic Latvia Lebanon Lesotho Liberia Libya Liechtenstein Lithuania Luxembourg Macao Madagascar Malawi Malaysia Maldives Mali Malta Marshall Islands Martinique Mauritania Mauritius Mayotte Mexico Minor Outlying Islands of the United States Moldova Monaco Mongolia Montenegro Montserrat Morocco Mozambique Myanmar Namibia Nauru Nepal Netherlands Antilles New Caledonia New Zealand Nicaragua Niger Nigeria Niue Norfolk Island North Korea North Macedonia Northern Mariana Islands Norway Oman Pakistan Palau Palestinian Territory Panama Papua New Guinea Paraguay Peru Philippines Pitcairn Poland Portugal Puerto Rico Qatar Reunion Romania Russian Federation Rwanda Saint Helena Saint Kitts and Nevis Saint Lucia Saint Pierre and Miquelon Saint Vincent and the Grenadines Samoa San Marino Sao Tome and Principe Saudi Arabia Senegal Serbia Seychelles Sierra Leone Singapore Slovakia Slovenia Solomon Islands Somalia South Africa South Georgia and the South Sandwich Is South Korea South Sudan Spain Sri Lanka Sudan Suriname Svalbard and Jan Mayen Swaziland Sweden Switzerland Syria Taiwan Tajikistan Tanzania Thailand The Gambia The Netherlands Timor-Leste Togo Tokelau Tonga Trinidad and Tobago Tunisia Turkey Turkmenistan Turks and Caicos Islands Tuvalu UK USA Uganda Ukraine United Arab Emirates United States Virgin Islands Uruguay Uzbekistan Vanuatu Venezuela Vietnam Wallis and Futuna West Bank and Gaza Strip Western Sahara Yemen Zambia Zimbabwe Please select your country/region. You must enter a comment. Competing Interests Please disclose any competing interests that might be construed to influence your judgment of the article's or peer review report's validity or importance. Competing Interests Policy Provide sufficient details of any financial or non-financial competing interests to enable users to assess whether your comments might lead a reasonable person to question your impartiality. Consider the following examples, but note that this is not an exhaustive list: Examples of 'Non-Financial Competing Interests' Within the past 4 years, you have held joint grants, published or collaborated with any of the authors of the selected paper. You have a close personal relationship (e.g. parent, spouse, sibling, or domestic partner) with any of the authors. You are a close professional associate of any of the authors (e.g. scientific mentor, recent student). You work at the same institute as any of the authors. You hope/expect to benefit (e.g. favour or employment) as a result of your submission. You are an Editor for the journal in which the article is published. Examples of 'Financial Competing Interests' You expect to receive, or in the past 4 years have received, any of the following from any commercial organisation that may gain financially from your submission: a salary, fees, funding, reimbursements. You expect to receive, or in the past 4 years have received, shared grant support or other funding with any of the authors. You hold, or are currently applying for, any patents or significant stocks/shares relating to the subject matter of the paper you are commenting on. Please state your competing interests The comment has been saved. An error has occurred. Please try again. Cancel Post var lTitle = "Mortality and its predictors in Adult Diabetic...".replace("'", ''); var linkedInUrl = "http://www.linkedin.com/shareArticle?url=https://f1000research.com/articles/14-864/v1" + "&title=" + encodeURIComponent(lTitle) + "&summary=" + encodeURIComponent('Read the article by '); var deliciousUrl = "https://del.icio.us/post?url=https://f1000research.com/articles/14-864/v1&title=" + encodeURIComponent(lTitle); var redditUrl = "http://reddit.com/submit?url=https://f1000research.com/articles/14-864/v1" + "&title=" + encodeURIComponent(lTitle); linkedInUrl += encodeURIComponent('Kibret Abebe G et al.'); var offsetTop = /chrome/i.test( navigator.userAgent ) ? 4 : -10; var addthis_config = { ui_offset_top: offsetTop, services_compact : "facebook,twitter,www.linkedin.com,www.mendeley.com,reddit.com", services_expanded : "facebook,twitter,www.linkedin.com,www.mendeley.com,reddit.com", services_custom : [ { name: "LinkedIn", url: linkedInUrl, icon:"/img/icon/at_linkedin.svg" }, { name: "Mendeley", url: "http://www.mendeley.com/import/?url=https://f1000research.com/articles/14-864/v1/mendeley", icon:"/img/icon/at_mendeley.svg" }, { name: "Reddit", url: redditUrl, icon:"/img/icon/at_reddit.svg" }, ] }; var addthis_share = { url: "https://f1000research.com/articles/14-864", templates : { twitter : "Mortality and its predictors in Adult Diabetic ketoacidosis patients.... Kibret Abebe G et al., published by " + "@F1000Research" + ", https://f1000research.com/articles/14-864/v1" } }; if (typeof(addthis) != "undefined"){ addthis.addEventListener('addthis.ready', checkCount); addthis.addEventListener('addthis.menu.share', checkCount); } $(".f1r-shares-twitter").attr("href", "https://twitter.com/intent/tweet?text=" + addthis_share.templates.twitter); $(".f1r-shares-facebook").attr("href", "https://www.facebook.com/sharer/sharer.php?u=" + addthis_share.url); $(".f1r-shares-linkedin").attr("href", addthis_config.services_custom[0].url); $(".f1r-shares-reddit").attr("href", addthis_config.services_custom[2].url); $(".f1r-shares-mendelay").attr("href", addthis_config.services_custom[1].url); function checkCount(){ setTimeout(function(){ $(".addthis_button_expanded").each(function(){ var count = $(this).text(); if (count !== "" && count != "0") $(this).removeClass("is-hidden"); else $(this).addClass("is-hidden"); }); }, 1000); } close How to cite this report {{reportCitation}} Cancel Copy Citation Details $(function(){R.ui.buttonDropdowns('.dropdown-for-downloads');}); $(function(){R.ui.toolbarDropdowns('.toolbar-dropdown-for-downloads');}); $.get("/articles/acj/169430/186773") new F1000.Clipboard(); new F1000.ThesaurusTermsDisplay("articles", "article", "186773"); $(document).ready(function() { $( "#frame1" ).on('load', function() { var mydiv = $(this).contents().find("div"); var h = mydiv.height(); console.log(h) }); var tooltipLivingFigure = jQuery(".interactive-living-figure-label .icon-more-info"), titleLivingFigure = tooltipLivingFigure.attr("title"); tooltipLivingFigure.simpletip({ fixed: true, position: ["-115", "30"], baseClass: 'small-tooltip', content:titleLivingFigure + " " }); tooltipLivingFigure.removeAttr("title"); $("body").on("click", ".cite-living-figure", function(e) { e.preventDefault(); var ref = $(this).attr("data-ref"); $(this).closest(".living-figure-list-container").find("#" + ref).fadeIn(200); }); $("body").on("click", ".close-cite-living-figure", function(e) { e.preventDefault(); $(this).closest(".popup-window-wrapper").fadeOut(200); }); $(document).on("mouseup", function(e) { var metricsContainer = $(".article-metrics-popover-wrapper"); if (!metricsContainer.is(e.target) && metricsContainer.has(e.target).length === 0) { $(".article-metrics-close-button").click(); } }); var articleId = $('#articleId').val(); if($("#main-article-count-box").attachArticleMetrics) { $("#main-article-count-box").attachArticleMetrics(articleId, { articleMetricsView: true }); } }); var figshareWidget = $(".new_figshare_widget"); if (figshareWidget.length > 0) { window.figshare.load("f1000", function(Widget) { // Select a tag/tags defined in your page. In this tag we will place the widget. _.map(figshareWidget, function(el){ var widget = new Widget({ articleId: $(el).attr("figshare_articleId") //height:300 // this is the height of the viewer part. [Default: 550] }); widget.initialize(); // initialize the widget widget.mount(el); // mount it in a tag that's on your page // this will save the widget on the global scope for later use from // your JS scripts. This line is optional. //window.widget = widget; }); }); } close Error Close Add Reset F1000.MICROSERVICES.AFFILIATION = ''; $(document).ready(function () { $('.js-affiliations-form').each((index, form) => { new AffiliationForm({ formId: form.id, institutionErrorSelector: '.comment-enter-institution', departmentErrorSelector: '.comment-enter-department', placeSelector: '.js-add-comment-place', stateSelector: '.js-add-comment-state', zipCodeSelector: '.js-add-comment-zipcode', countrySelector: '.js-add-comment-country', countryErrorSelector: '.comment-enter-country', }); }); }); $(document).ready(function () { var reportIds = { "425222": 0, "425223": 0, "425221": 0, "425230": 0, "425228": 0, "425229": 0, "425226": 0, "425227": 0, "425224": 0, "425225": 0, "415766": 0, "415767": 0, "415764": 0, "415765": 0, "415762": 0, "415763": 0, "415761": 0, "415768": 0, "415769": 0, "419494": 0, "413094": 0, "419495": 0, "413095": 0, "419492": 0, "419493": 0, "413093": 0, "413102": 0, "419500": 0, "413100": 0, "419501": 0, "413101": 0, "419498": 0, "413098": 0, "419499": 0, "413099": 0, "419496": 0, "413096": 0, "419497": 0, "413097": 0, "426862": 0, "426863": 0, "426861": 0, "422390": 0, "426870": 0, "422391": 0, "422388": 0, "426868": 0, "422389": 0, "426869": 0, "426866": 0, "422387": 0, "426867": 0, "426864": 0, "426865": 0, "422394": 0, "422395": 0, "422392": 0, "422393": 0, }; $(".referee-response-container,.js-referee-report").each(function(index, el) { var reportId = $(el).attr("data-reportid"), reportCount = reportIds[reportId] || 0; $(el).find(".comments-count-container,.js-referee-report-views").html(reportCount); }); var uuidInput = $("#article_uuid"), oldUUId = uuidInput.val(), newUUId = "77f653a9-aa0e-4ae5-a9be-eadc793929a5"; uuidInput.val(newUUId); $("a[href*='article_uuid=']").each(function(index, el) { var newHref = $(el).attr("href").replace(oldUUId, newUUId); $(el).attr("href", newHref); }); }); An innovative open access publishing platform offering rapid publication and open peer review, whilst supporting data deposition and sharing. Browse Gateways Collections How it Works Contact For Developers Cookie Notice Privacy Notice RSS Submit Your Research Follow us © 2012-2026 F1000 Research Ltd. ISSN 2046-1402 | Legal | Partner of Research4Life • CrossRef • ORCID • FAIRSharing R.templateTests.simpleTemplate = R.template(' $text $text $text $text $text '); R.templateTests.runTests(); var F1000platform = new F1000.Platform({ name: "f1000research", displayName: "F1000Research", hostName: "f1000research.com", id: "1", editorialEmail: "[email protected]", infoEmail: "[email protected]", usePmcStats: true }); $(function(){R.ui.dropdowns('.dropdown-for-authors, .dropdown-for-about, .dropdown-for-myresearch');}); // $(function(){R.ui.dropdowns('.dropdown-for-referees');}); $(document).ready(function () { if ($(".cookie-warning").is(":visible")) { $(".sticky").css("margin-bottom", "35px"); $(".devices").addClass("devices-and-cookie-warning"); } $(".cookie-warning .close-button").click(function (e) { $(".devices").removeClass("devices-and-cookie-warning"); $(".sticky").css("margin-bottom", "0"); }); $("#tweeter-feed .tweet-message").each(function (i, message) { var self = $(message); self.html(linkify(self.html())); }); $(".partner").on("mouseenter mouseleave", function() { $(this).find(".gray-scale, .colour").toggleClass("is-hidden"); }); }); Sign In Remember me Forgotten your password? Sign In Cancel Email or password not correct. Please try again Please wait... $(function(){ // Note: All the setup needs to run against a name attribute and *not* the id due the clonish // nature of facebox... $("a[id=googleSignInButton]").click(function(event){ event.preventDefault(); $("input[id=oAuthSystem]").val("GOOGLE"); $("form[id=oAuthForm]").submit(); }); $("a[id=facebookSignInButton]").click(function(event){ event.preventDefault(); $("input[id=oAuthSystem]").val("FACEBOOK"); $("form[id=oAuthForm]").submit(); }); $("a[id=orcidSignInButton]").click(function(event){ event.preventDefault(); $("input[id=oAuthSystem]").val("ORCID"); $("form[id=oAuthForm]").submit(); }); }); If you've forgotten your password, please enter your email address below and we'll send you instructions on how to reset your password. The email address should be the one you originally registered with F1000. Email address not valid, please try again You registered with F1000 via Google, so we cannot reset your password. To sign in, please click here . If you still need help with your Google account password, please click here . You registered with F1000 via Facebook, so we cannot reset your password. To sign in, please click here . If you still need help with your Facebook account password, please click here . Code not correct, please try again Reset password Cancel Email us for further assistance. Server error, please try again. If your email address is registered with us, we will email you instructions to reset your password. If you think you should have received this email but it has not arrived, please check your spam filters and/or contact for further assistance. Please wait... Register $(document).ready(function () { signIn.createSignInAsRow($("#sign-in-form-gfb-popup")); $(".target-field").each(function () { var uris = $(this).val().split("/"); if (uris.pop() === "login") { $(this).val(uris.toString().replace(",","/")); } }); });

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

Ask this paper AI returns verbatim quotes from the full text · source: preprint-html

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2025) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00